diff --git a/base/__pycache__/models.cpython-310.pyc b/base/__pycache__/models.cpython-310.pyc
index 585e77a7a..c88332277 100644
Binary files a/base/__pycache__/models.cpython-310.pyc and b/base/__pycache__/models.cpython-310.pyc differ
diff --git a/base/__pycache__/urls.cpython-310.pyc b/base/__pycache__/urls.cpython-310.pyc
index c222a0688..b71d11b40 100644
Binary files a/base/__pycache__/urls.cpython-310.pyc and b/base/__pycache__/urls.cpython-310.pyc differ
diff --git a/base/__pycache__/views.cpython-310.pyc b/base/__pycache__/views.cpython-310.pyc
index 6451fcafc..e63eb99ed 100644
Binary files a/base/__pycache__/views.cpython-310.pyc and b/base/__pycache__/views.cpython-310.pyc differ
diff --git a/base/models.py b/base/models.py
index 0f0222744..0b274e2a6 100644
--- a/base/models.py
+++ b/base/models.py
@@ -1 +1,3 @@
-from django.db import models
\ No newline at end of file
+from django.db import models
+
+
diff --git a/base/static/css/style.css b/base/static/css/style.css
new file mode 100644
index 000000000..6b04bce02
--- /dev/null
+++ b/base/static/css/style.css
@@ -0,0 +1,414 @@
+@import url("https://fonts.googleapis.com/css2?family=Poppins:wght@200;300;400;500;600;700&display=swap");
+.container-fluid {
+ padding-bottom: 100px;
+}
+
+* {
+ margin: 0;
+ padding: 0;
+ box-sizing: border-box;
+ font-family: "Poppins", sans-serif;
+}
+
+nav {
+ position: fixed;
+ z-index: 99;
+ width: 100%;
+ background: #242526;
+}
+
+nav .wrapper {
+ margin-bottom: 10px;
+ position: relative;
+ max-width: 1300px;
+ padding: 0px 30px;
+ height: 70px;
+ line-height: 70px;
+ margin: auto;
+ display: flex;
+ align-items: center;
+ justify-content: space-between;
+}
+
+.wrapper .logo a {
+ color: #f2f2f2;
+ font-size: 30px;
+ font-weight: 600;
+ text-decoration: none;
+}
+.wrapper .nav-links {
+ display: inline-flex;
+}
+.nav-links li {
+ list-style: none;
+}
+.nav-links li a {
+ color: #f2f2f2;
+ text-decoration: none;
+ font-size: 18px;
+ font-weight: 500;
+ padding: 9px 15px;
+ border-radius: 5px;
+ transition: all 0.3s ease;
+}
+.nav-links li a:hover {
+ background: #3a3b3c;
+}
+.nav-links .mobile-item {
+ display: none;
+}
+.nav-links .drop-menu {
+ position: absolute;
+ background: #242526;
+ width: 180px;
+ line-height: 45px;
+ top: 85px;
+ opacity: 0;
+ visibility: hidden;
+ box-shadow: 0 6px 10px rgba(0, 0, 0, 0.15);
+}
+.nav-links li:hover .drop-menu,
+.nav-links li:hover .mega-box {
+ transition: all 0.3s ease;
+ top: 70px;
+ opacity: 1;
+ visibility: visible;
+}
+.drop-menu li a {
+ width: 100%;
+ display: block;
+ padding: 0 0 0 15px;
+ font-weight: 400;
+ border-radius: 0px;
+}
+.mega-box {
+ position: absolute;
+ left: 0;
+ width: 100%;
+ padding: 0 30px;
+ top: 85px;
+ opacity: 0;
+ visibility: hidden;
+}
+.mega-box .content {
+ background: #242526;
+ padding: 25px 20px;
+ display: flex;
+ width: 100%;
+ justify-content: space-between;
+ box-shadow: 0 6px 10px rgba(0, 0, 0, 0.15);
+}
+.mega-box .content .row {
+ width: calc(25% - 30px);
+ line-height: 45px;
+}
+.content .row img {
+ width: 100%;
+ height: 100%;
+ object-fit: cover;
+}
+.content .row header {
+ color: #f2f2f2;
+ font-size: 20px;
+ font-weight: 500;
+}
+.content .row .mega-links {
+ margin-left: -40px;
+ border-left: 1px solid rgba(255, 255, 255, 0.09);
+}
+.row .mega-links li {
+ padding: 0 20px;
+}
+.row .mega-links li a {
+ padding: 0px;
+ padding: 0 20px;
+ color: #d9d9d9;
+ font-size: 17px;
+ display: block;
+}
+.row .mega-links li a:hover {
+ color: #f2f2f2;
+}
+.wrapper .btn {
+ color: #fff;
+ font-size: 20px;
+ cursor: pointer;
+ display: none;
+}
+.wrapper .btn.close-btn {
+ position: absolute;
+ right: 30px;
+ top: 10px;
+}
+
+@media screen and (max-width: 970px) {
+ .wrapper .btn {
+ display: block;
+ }
+ .wrapper .nav-links {
+ position: fixed;
+ height: 100vh;
+ width: 100%;
+ max-width: 350px;
+ top: 0;
+ left: -100%;
+ background: #171f27;
+ display: block;
+ padding: 50px 10px;
+ line-height: 50px;
+ overflow-y: auto;
+ box-shadow: 0px 15px 15px rgba(0, 0, 0, 0.18);
+ transition: all 0.3s ease;
+ }
+ /* custom scroll bar */
+ ::-webkit-scrollbar {
+ width: 10px;
+ }
+ ::-webkit-scrollbar-track {
+ background: #242526;
+ }
+ ::-webkit-scrollbar-thumb {
+ background: #3a3b3c;
+ }
+ #menu-btn:checked ~ .nav-links {
+ left: 0%;
+ }
+ #menu-btn:checked ~ .btn.menu-btn {
+ display: none;
+ }
+ #close-btn:checked ~ .btn.menu-btn {
+ display: block;
+ }
+ .nav-links li {
+ margin: 15px 10px;
+ }
+ .nav-links li a {
+ padding: 0 20px;
+ display: block;
+ font-size: 20px;
+ }
+ .nav-links .drop-menu {
+ position: static;
+ opacity: 1;
+ top: 65px;
+ visibility: visible;
+ padding-left: 20px;
+ width: 100%;
+ max-height: 0px;
+ overflow: hidden;
+ box-shadow: none;
+ transition: all 0.3s ease;
+ }
+ #showDrop:checked ~ .drop-menu,
+ #showMega:checked ~ .mega-box {
+ max-height: 100%;
+ }
+ .nav-links .desktop-item {
+ display: none;
+ }
+ .nav-links .mobile-item {
+ display: block;
+ color: #f2f2f2;
+ font-size: 20px;
+ font-weight: 500;
+ padding-left: 20px;
+ cursor: pointer;
+ border-radius: 5px;
+ transition: all 0.3s ease;
+ }
+ .nav-links .mobile-item:hover {
+ background: #3a3b3c;
+ }
+ .drop-menu li {
+ margin: 0;
+ }
+ .drop-menu li a {
+ border-radius: 5px;
+ font-size: 18px;
+ }
+ .mega-box {
+ position: static;
+
+ top: 65px;
+ opacity: 1;
+ visibility: visible;
+ padding: 0 20px;
+ max-height: 0px;
+ overflow: hidden;
+ transition: all 0.3s ease;
+ }
+ .mega-box .content {
+ box-shadow: none;
+ flex-direction: column;
+ padding: 20px 20px 0 20px;
+ }
+ .mega-box .content .row {
+ width: 100%;
+ margin-bottom: 15px;
+ border-top: 1px solid rgba(255, 255, 255, 0.08);
+ }
+ .mega-box .content .row:nth-child(1),
+ .mega-box .content .row:nth-child(2) {
+ border-top: 0px;
+ }
+ .content .row .mega-links {
+ border-left: 0px;
+ padding-left: 15px;
+ }
+ .row .mega-links li {
+ margin: 0;
+ }
+ .content .row header {
+ font-size: 19px;
+ }
+}
+nav input {
+ display: none;
+}
+
+.body-text {
+ position: absolute;
+ top: 50%;
+ left: 50%;
+ transform: translate(-50%, -50%);
+ width: 100%;
+ text-align: center;
+ padding: 0 30px;
+}
+.body-text div {
+ font-size: 45px;
+ font-weight: 600;
+}
+
+/* csv display */
+.scrollit {
+ margin-top: 60px;
+ overflow: auto;
+ position: absolute;
+ height: min-content;
+ max-height: 40%;
+ max-width: 35%;
+}
+
+.dataframe {
+ font-size: 9pt;
+ font-family: Arial;
+ border-collapse: collapse;
+ font-size: 0.9em;
+}
+
+.dataframe thead tr {
+ text-align: left;
+ font-weight: bold;
+}
+
+.dataframe th,
+.dataframe td {
+ padding: 12px 15px;
+ text-align: left;
+}
+
+.dataframe tbody tr {
+ border-bottom: 1px solid #dddddd;
+}
+
+.dataframe tbody tr:nth-of-type(even) {
+ background-color: #f3f3f3;
+}
+
+.dataframe tbody tr:last-of-type {
+ border-bottom: 2px solid #009879;
+}
+/* plotly toolbar */
+.modebar {
+ display: none !important;
+}
+
+/* button */
+/* CSS */
+.button-6 {
+ align-items: center;
+ background-color: #FFFFFF;
+ border: 1px solid rgba(0, 0, 0, 0.1);
+ border-radius: .25rem;
+ box-shadow: rgba(0, 0, 0, 0.02) 0 1px 3px 0;
+ box-sizing: border-box;
+ color: rgba(0, 0, 0, 0.85);
+ cursor: pointer;
+ display: inline-flex;
+ font-family: system-ui,-apple-system,system-ui,"Helvetica Neue",Helvetica,Arial,sans-serif;
+ font-size: 16px;
+ font-weight: 600;
+ justify-content: center;
+ line-height: 1.25;
+ margin: 0;
+ min-height: 3rem;
+ padding: calc(.875rem - 1px) calc(1.5rem - 1px);
+ position: relative;
+ text-decoration: none;
+ transition: all 250ms;
+ user-select: none;
+ -webkit-user-select: none;
+ touch-action: manipulation;
+ vertical-align: baseline;
+ width: auto;
+}
+
+.button-6:hover,
+.button-6:focus {
+ border-color: rgba(0, 0, 0, 0.15);
+ box-shadow: rgba(0, 0, 0, 0.1) 0 4px 12px;
+ color: rgba(0, 0, 0, 0.65);
+}
+
+.button-6:hover {
+ transform: translateY(-1px);
+}
+
+.button-6:active {
+ background-color: #F0F0F1;
+ border-color: rgba(0, 0, 0, 0.15);
+ box-shadow: rgba(0, 0, 0, 0.06) 0 2px 4px;
+ color: rgba(0, 0, 0, 0.65);
+ transform: translateY(0);
+}
+
+/* radio buttons */
+.radio-inputs {
+ position: relative;
+ display: flex;
+ flex-wrap: wrap;
+ border-radius: 0.5rem;
+ background-color: #EEE;
+ box-sizing: border-box;
+ box-shadow: 0 0 0px 1px rgba(0, 0, 0, 0.06);
+ padding: 0.25rem;
+ width: 300px;
+ font-size: 14px;
+}
+
+.radio-inputs .radio {
+ flex: 1 1 auto;
+ text-align: center;
+}
+
+.radio-inputs .radio input {
+ display: none;
+}
+
+.radio-inputs .radio .name {
+ display: flex;
+ cursor: pointer;
+ align-items: center;
+ justify-content: center;
+ border-radius: 0.5rem;
+ border: none;
+ padding: .5rem 0;
+ color: rgba(51, 65, 85, 1);
+ transition: all .15s ease-in-out;
+}
+
+.radio-inputs .radio input:checked + .name {
+ background-color: #fff;
+ font-weight: 600;
+}
\ No newline at end of file
diff --git a/base/static/js/hide_seek.js b/base/static/js/hide_seek.js
new file mode 100644
index 000000000..ee1ab8b35
--- /dev/null
+++ b/base/static/js/hide_seek.js
@@ -0,0 +1,11 @@
+$(document).ready(function () {
+ $('.trainTestButton').click(function() {
+ if($("#train").is(':checked')){
+ $("#train-me").show();
+ $("#test-me").hide();
+ }else{
+ $("#train-me").hide();
+ $("#test-me").show();
+ }
+ })
+ });
diff --git a/base/static/js/keep_scroll_on_load.js b/base/static/js/keep_scroll_on_load.js
new file mode 100644
index 000000000..25f43badc
--- /dev/null
+++ b/base/static/js/keep_scroll_on_load.js
@@ -0,0 +1,12 @@
+function setScreen() {
+ var yScreen = localStorage.getItem("yPos");
+ window.scrollTo(0, yScreen);
+}
+function setScroll() {
+ var yScroll = window.pageYOffset;
+ localStorage.setItem("yPos", yScroll);
+}
+function clearScreen() {
+ localStorage.setItem("yPos", 0);
+ window.scrollTo(0, 0);
+}
\ No newline at end of file
diff --git a/base/static/js/loading.js b/base/static/js/loading.js
deleted file mode 100644
index c18e3cc11..000000000
--- a/base/static/js/loading.js
+++ /dev/null
@@ -1,7 +0,0 @@
-$(document).ready( function()
-{
- $('#spinner').on('click', function()
- {
- $('body').addClass('busy');
- });
-});
\ No newline at end of file
diff --git a/base/static/js/slider.js b/base/static/js/slider.js
new file mode 100644
index 000000000..35aba98c1
--- /dev/null
+++ b/base/static/js/slider.js
@@ -0,0 +1,6 @@
+const value = document.querySelector("#value");
+const input = document.querySelector("#split_input");
+value.textContent = input.value;
+input.addEventListener("input", (event) => {
+ value.textContent = event.target.value;
+});
\ No newline at end of file
diff --git a/base/templates/base/home.html b/base/templates/base/home.html
index 192f806e5..27c2f23dc 100644
--- a/base/templates/base/home.html
+++ b/base/templates/base/home.html
@@ -1,25 +1,14 @@
{% extends 'main.html' %}
-
{% block content %}
{% load static %}
+
<div class="container-fluid">
- <div class="mx-auto p-4 text-center bg-white shadow-sm">
- <a href="/" >
- <h1>
- EXTREMUM
- </h1>
- </a>
- </div>
-
- <br>
- <br>
-
<div class="row">
- <div class="col d-flex justify-content-center">
+ <div class="col-sm d-flex justify-content-center">
<form action="{% url 'home' %}" id="csv" method="post" enctype="multipart/form-data">
<label style="display:flex;
- flex-direction:column;
- align-items: center;">
+ flex-direction:column;
+ align-items: center;">
<h3>
<i class="fas fa-upload"></i> Import a file
</h3>
@@ -36,11 +25,11 @@
style="border: 1px solid green; padding:5px; border-radius: 2px; cursor: pointer;">
</form>
</div>
- <div class="col d-flex justify-content-center">
+ <div class="col-sm d-flex justify-content-center">
<form action="{% url 'home' %}" name="plot" method="POST" id="stats">
<label style="display:flex;
- flex-direction:column;
- align-items: center;">
+ flex-direction:column;
+ align-items: center;">
<h3>
<i class="fa-solid fa-chart-simple"></i> Stats
</h3>
@@ -66,62 +55,158 @@
</form>
</div>
</div>
-
+ <br>
<br>
<div class="row">
- <div class="col d-flex justify-content-center">
+ <div class="col-sm d-flex justify-content-center">
<div class="scrollit">
{{ data_to_display|safe }}
</div>
</div>
- <div class="col d-flex justify-content-center">
+ <div class="col-sm d-flex justify-content-center">
{{ fig|safe }}
</div>
</div>
- <br>
- <br>
- <div class="row justify-content-center">
- <div class="col d-flex justify-content-center">
- <form action="{% url 'home' %}" method="POST">
- <label style="display:flex;
- flex-direction:column;
- align-items: center;">
- <h3>
- <i class="fa-solid fa-wand-magic-sparkles"></i> Training
- </h3>
+</div>
+<br>
+<br>
+<div class="container-fluid">
+ <div class="row">
+ <section>
+ <label style="display:flex;
+ flex-direction:column;
+ align-items: center;">
+ <h2>
+ <i class="fas fa-cog"></i> Preprocessing
+ </h2>
</label>
+ </section>
+ </div>
+ <br>
+ <br>
+ <div class="row">
+ <div class="col-sm d-flex justify-content-center">
+ <form action="{% url 'home' %}" method="POST" id="preprocess-form">
{% csrf_token %}
- <div class="btn-toolbar" role="toolbar">
- <button type="submit" name="svm" style="margin:0;margin-left:16px;" class="button-6" role="button" >Support Vector Machine</button>
- <button type="submit" name="logit" style="margin:0;margin-left:16px;" class="button-6" role="button" >Logistic Regression</button>
- <button type="submit" name="xgb" style="margin:0;margin-left:16px;" class="button-6" role="button" >XGBoost</button>
- </div>
- <br>
- <div class="justify-content-center btn-toolbar" role="toolbar">
- <button type="submit" name="dt" style="margin:0;margin-left:16px;" class="button-6" role="button" >Decision Tree</button>
- <button type="submit" name="rt" style="margin:0;margin-left:16px;" class="button-6" role="button" >Random Forest</button>
+ <div style="scale: 1.2;">
+ <div class="form-check form-check-inline">
+ <input class="form-check-input" type="checkbox" value="std" name="boxes" checked>
+ <input class="form-check-input" type="checkbox" value="std" name="boxes">
+ <label class="form-check-label" for="inlineCheckbox1">Standardization</label>
+ </div>
+ <div class="form-check form-check-inline">
+ <input class="form-check-input" type="checkbox" value="onehot" name="boxes">
+ <label class="form-check-label" for="inlineCheckbox2">One Hot Encoding</label>
+ </div>
+ <div class="form-check form-check-inline">
+ <input class="form-check-input" type="checkbox" value="imp" name="boxes">
+ <label class="form-check-label" for="inlineCheckbox3">Imputations</label>
+ </div>
</div>
</form>
</div>
- <div class="col d-flex justify-content-center">
- <div class="col d-flex justify-content-center multi-button">
- <form action="{% url 'home' %}" method="POST">
- {% csrf_token %}
- <label style="display:flex;
+ </div>
+ <br>
+ <div class="row">
+ <div class="col-sm d-flex justify-content-center">
+ <button type="submit" class="button-6" role="button" name="preprocess" form="preprocess-form">Go!</button>
+ </div>
+ </div>
+
+ <div class="row">
+ {% if pca %}
+ <div class="col-sm d-flex justify-content-center">
+ {{ pca|safe }}
+ </div>
+ {% endif %}
+
+ {% if tsne %}
+ <div class="col-sm d-flex justify-content-center">
+ {{ tsne|safe }}
+ </div>
+ {% endif %}
+ </div>
+
+ <br>
+ <br>
+</div>
+
+<div class="container-fluid">
+ <form action="{% url 'home' %}" method="POST" id="traintest-form">
+ {% csrf_token %}
+ <div class="row">
+ <div class="col-sm d-flex justify-content-center">
+ <label style="display:flex;
flex-direction:column;
align-items: center;">
- <h3>
- <i class="fas fa-cog"></i> Preprocessing
- </h3>
- </label>
- <div class="multi-button">
- <button type="submit" name="std" class="button-6" role="button" >Standardization</button>
- <button type="submit" name="onehot" style="margin:0;margin-left:16px;" class="button-6" role="button" >One Hot Encoding</button>
- <button type="submit" name="imp" style="margin:0;margin-left:16px;" class="button-6" role="button" >Imputations</button>
- </div>
- </form>
+ <h2>
+ <i class="fas fa-magic"></i>Pick a model
+ </h2>
+ <select id="model" name="model" style="scale: 1.2;">
+ <option type="submit" value="svm">Support Vector Machine</option>
+ <option type="submit" value="logit" selected>Logistic Regression</option>
+ <option type="submit" value="xgb">XGBoost</option>
+ <option type="submit" value="dt">Decision Tree</option>
+ <option type="submit" value="rt">Random Forest</option>
+ </select>
+ </label>
</div>
</div>
+
+ <br>
+ <br>
+
+ <div class="row">
+ <div class="col-sm d-flex justify-content-center">
+ <div style="scale: 1.5;">
+ <input type="radio" name="colorRadio" value="train" class="trainTestButton" id="train"/>
+ <label for="radio1">Train </label>
+
+ <input type="radio" name="colorRadio" value="test" class="trainTestButton" id="test"/>
+ <label for="radio2">Test </label>
+ </div>
+ </div>
+ </div>
+
+ <br>
+
+ <div id="train-me" style="display: none;">
+ <br>
+ <div class="row">
+ <div class="col-md d-flex justify-content-center">
+ <label style="display:flex;
+ flex-direction:column;
+ align-items: center;">
+ <h3>
+ Test set ratio
+ </h3>
+ <input name="split_input" id="split_input" type="range" min="0" max="1" step="0.1" style="width: 200px;"/>
+ <output id="value"></output>
+ </label>
+ </div>
+ </div>
+ </div>
+ <br>
+ </form>
+ <div class="row">
+ <div class="col-sm d-flex justify-content-center">
+ <button type="submit" class="button-6" role="button" name="traintest" form="traintest-form">Go!</button>
+ </div>
+ </div>
+ <br>
+ <div class="row">
+ {% if fig2 %}
+ <div class="col-sm d-flex justify-content-center">
+ {{ fig2|safe }}
+ </div>
+ {% endif %}
+ {% if clas_report %}
+ <div class="col-sm d-flex justify-content-center">
+ <div class="scrollit">
+ {{ clas_report|safe }}
+ </div>
+ </div>
+ {% endif %}
</div>
</div>
{% endblock content%}
diff --git a/base/urls.py b/base/urls.py
index a67f5f1d1..f70717da1 100644
--- a/base/urls.py
+++ b/base/urls.py
@@ -1,10 +1,10 @@
-from django.urls import path
+from django.urls import path, include
from . import views
from . import models
+
urlpatterns = [
path('', views.home, name="home"),
path('preprocess', views.preprocess, name="preprocess"),
- path('stats', views.stats, name="stats"),
- path('train',views.training, name = 'training'),
+ path('stats', views.stats, name="stats"),
]
\ No newline at end of file
diff --git a/base/views.py b/base/views.py
index 829ba7576..7b4589ffd 100644
--- a/base/views.py
+++ b/base/views.py
@@ -2,168 +2,434 @@ from django.shortcuts import render, redirect
import pandas as pd
from django.core.files.storage import FileSystemStorage
import pickle, os
-from sklearn.preprocessing import OneHotEncoder
from sklearn.impute import SimpleImputer
-from sklearn.preprocessing import StandardScaler
import numpy as np
from pandas.api.types import is_string_dtype
from pandas.api.types import is_numeric_dtype
-from . import utils
+from sklearn.metrics import accuracy_score, classification_report
+import plotly.express as px
+import plotly.graph_objects as go
+from sklearn.preprocessing import LabelEncoder
+import joblib
+from sklearn.decomposition import PCA
+from sklearn.manifold import TSNE
-fig = None
-excel_file_name_preprocessed = "dataset_preprocessed.csv"
-excel_file_name = "dataset.csv"
+clas_report = None
+FILE_NAME = "dataset.csv"
+PROCESS_FILE_NAME = "dataset_preprocessed.csv"
+
def home(request):
- global fig
- global excel_file_name
- global excel_file_name_preprocessed
-
- if request.method == 'POST':
- if 'csv' in request.POST:
+ global clas_report
+ # request.session.flush()
+ if "fig" in request.session:
+ fig = request.session.get("fig")
+ else:
+ fig = None
+
+ if "fig2" in request.session:
+ fig2 = request.session.get("fig2")
+ else:
+ fig2 = None
+
+ if "pca" in request.session:
+ pca = request.session.get("pca")
+ else:
+ pca = None
+
+ if "tsne" in request.session:
+ tsne = request.session.get("tsne")
+ else:
+ tsne = None
+
+ if "excel_file_name" in request.session:
+ excel_file_name = request.session.get("excel_file_name")
+ else:
+ # name for default dataset. If session variable
+ # is not set that means there was never a csv
+ # UPLOAD and thus the default dataset should used
+ excel_file_name = FILE_NAME
+ request.session["excel_file_name"] = excel_file_name
+
+ if "excel_file_name_preprocessed" in request.session:
+ excel_file_name_preprocessed = request.session.get(
+ "excel_file_name_preprocessed"
+ )
+ else:
+ excel_file_name_preprocessed = PROCESS_FILE_NAME
+ request.session["excel_file_name_preprocessed"] = excel_file_name_preprocessed
+
+ df = pd.DataFrame()
+
+ if request.method == "POST":
+ if "csv" in request.POST:
excel_file = request.FILES["excel_file"]
excel_file_name = request.FILES["excel_file"].name
-
- # here we dont use the name of the file since the
+
+ fig = None
+ fig2 = None
+
+ # here we dont use the name of the file since the
# uploaded file is not yet saved
# In every other case we just need the name
- df = pd.read_csv(excel_file)
-
- fs = FileSystemStorage() #defaults to MEDIA_ROOT
- request.session['excel_file_name'] = excel_file_name
- fs.save(excel_file_name, excel_file)
-
- idx = excel_file_name.index('.')
- excel_file_name_preprocessed = excel_file_name[:idx] + "_preprocessed" + excel_file_name[idx:]
- fs = FileSystemStorage() #defaults to MEDIA_ROOT
- request.session['excel_file_name_preprocess'] = excel_file_name_preprocessed
- fs.save(excel_file_name_preprocessed, excel_file)
- # if file for preprocessing does not exist create it
- if os.path.exists(excel_file_name_preprocessed) == False:
- df.to_csv(excel_file_name_preprocessed)
-
+
+ # fs = FileSystemStorage() # defaults to MEDIA_ROOT
+ request.session["excel_file_name"] = excel_file_name
+ # fs.save(excel_file_name, excel_file)
+
+ df = pd.read_csv(excel_file)
+ df.drop(["id"], axis=1, inplace=True)
+ df.to_csv(excel_file_name, index=False)
+
feature1 = df.columns[0]
feature2 = df.columns[1]
- request.session['feature1'] = feature1
- request.session['feature2'] = feature2
-
- elif 'plot' in request.POST:
- df = pd.read_csv(excel_file_name)
- feature1 = request.POST.get('feature1')
- feature2 = request.POST.get('feature2')
- print(feature1)
- request.session['feature1'] = feature1
- request.session['feature2'] = feature2
- else:
- df = pd.read_csv(excel_file_name)
-
- if 'std' in request.POST:
- preprocess(excel_file_name_preprocessed, 'std')
- if 'onehot' in request.POST:
- preprocess(excel_file_name_preprocessed, 'onehot')
- if 'imp' in request.POST:
- preprocess(excel_file_name_preprocessed, 'imp')
-
- if 'logit' in request.POST:
- training(excel_file_name_preprocessed, 'logit')
- if 'xgb' in request.POST:
- training(excel_file_name_preprocessed, 'xgb')
- else:
- df = pd.read_csv(excel_file_name)
+ request.session["feature1"] = feature1
+ request.session["feature2"] = feature2
+
+ fig = stats(
+ excel_file_name,
+ request.session["feature1"],
+ request.session["feature2"],
+ )
+
+ elif "plot" in request.POST:
+ feature1 = request.POST.get("feature1")
+ feature2 = request.POST.get("feature2")
+ request.session["feature1"] = feature1
+ request.session["feature2"] = feature2
+ fig = stats(
+ excel_file_name,
+ request.session["feature1"],
+ request.session["feature2"],
+ )
+
+ elif "traintest" in request.POST:
+ mode = request.POST.get("colorRadio")
+ model = request.POST.get("model")
+ test_size = float(request.POST.get("split_input"))
+ print(test_size, mode, model)
+ if mode == "train":
+ if model == "logit":
+ con = training(excel_file_name_preprocessed, "logit", test_size)
+
+ elif model == "xgb":
+ con = training(excel_file_name_preprocessed, "xgb", test_size)
+
+ elif model == "dt":
+ con = training(excel_file_name_preprocessed, "dt", test_size)
+
+ elif model == "svm":
+ con = training(excel_file_name_preprocessed, "svm", test_size)
+
+ fig2 = con["fig2"]
+ clas_report = con["clas_report"].to_html()
+ elif mode == "test":
+ if model == "logit":
+ con = testing(excel_file_name_preprocessed, "logit")
+
+ elif model == "xgb":
+ con = testing(excel_file_name_preprocessed, "xgb")
+
+ elif model == "dt":
+ con = testing(excel_file_name_preprocessed, "dt")
+
+ elif model == "svm":
+ con = testing(excel_file_name_preprocessed, "svm")
+
+ fig2 = con["fig2"]
+ clas_report = con["clas_report"].to_html()
+
+ elif "preprocess" in request.POST:
+ value_list = request.POST.getlist("boxes")
+
# if file for preprocessing does not exist create it
- if os.path.exists(excel_file_name_preprocessed) == False:
- df.to_csv(excel_file_name_preprocessed)
-
+ # also apply basic preprocessing
+ if os.path.exists(excel_file_name_preprocessed) == False:
+
+ # generate filename
+ idx = excel_file_name.index(".")
+ excel_file_name_preprocessed = (
+ excel_file_name[:idx] + "_preprocessed" + excel_file_name[idx:]
+ )
+
+ # save file for preprocessing
+ preprocess_df = pd.read_csv(excel_file_name)
+ fs = FileSystemStorage() # defaults to MEDIA_ROOT
+ request.session["excel_file_name_preprocessed"] = (
+ excel_file_name_preprocessed
+ )
+ preprocess_df.to_csv(excel_file_name_preprocessed, index=False)
+
+ preprocess_df.drop(
+ ["perimeter_mean", "area_mean"], axis=1, inplace=True
+ )
+ preprocess_df.drop(
+ ["perimeter_worst", "area_worst"], axis=1, inplace=True
+ )
+ preprocess_df.drop(["perimeter_se", "area_se"], axis=1, inplace=True)
+ preprocess_df.drop(
+ [
+ "radius_worst",
+ "concave_points_mean",
+ "texture_worst",
+ "symmetry_worst",
+ "smoothness_worst",
+ ],
+ axis=1,
+ inplace=True,
+ )
+
+ # preprocess_df.drop(["id"], axis=1, inplace=True)
+ le = LabelEncoder()
+ preprocess_df["diagnosis"] = le.fit_transform(
+ preprocess_df["diagnosis"]
+ )
+ else:
+ preprocess_df = pd.read_csv(excel_file_name_preprocessed)
+
+ preprocess(preprocess_df, value_list, excel_file_name_preprocessed)
+
+ pca = PCA()
+ pca.fit(preprocess_df)
+ exp_var_cumul = np.cumsum(pca.explained_variance_ratio_)
+ pca = px.area(
+ x=range(1, exp_var_cumul.shape[0] + 1),
+ y=exp_var_cumul,
+ labels={"x": "# Components", "y": "Explained Variance"},
+ ).to_html()
+
+ features = preprocess_df.loc[:, :"compactness_se"]
+
+ tsne = TSNE(n_components=2, random_state=0)
+ projections = tsne.fit_transform(features)
+
+ tsne = px.scatter(
+ projections,
+ x=0,
+ y=1,
+ color=preprocess_df.diagnosis,
+ labels={"color": "diagnosis"},
+ ).to_html()
+
+ else:
+
+ if os.path.exists(excel_file_name) == False:
+ excel_file_name = "dataset.csv"
+ request.session["excel_file_name"] = excel_file_name
+
+ df = pd.read_csv(excel_file_name)
+ fig2 = None
+
+ # just random columns to plot
feature1 = df.columns[0]
feature2 = df.columns[1]
- request.session['feature1'] = feature1
- request.session['feature2'] = feature2
-
- fig = stats(excel_file_name, request.session['feature1'], request.session['feature2'])
-
- data_to_display = df[:5].to_html()
+ request.session["feature1"] = feature1
+ request.session["feature2"] = feature2
+ fig = stats(
+ excel_file_name, request.session["feature1"], request.session["feature2"]
+ )
- request.session['data_to_display'] = data_to_display
- request.session['excel_file_name'] = excel_file_name
- request.session['excel_file_name_preprocessed'] = excel_file_name_preprocessed
+ if df.empty:
+ df = pd.read_csv(excel_file_name)
+
+ request.session["fig"] = fig
+ request.session["fig2"] = fig2
+ request.session["pca"] = pca
+ request.session["tsne"] = tsne
+
+ data_to_display = df[:5].to_html()
+ request.session["data_to_display"] = data_to_display
labels = df.columns
-
- context = {'data_to_display': data_to_display, 'excel_file': excel_file_name, 'labels': labels, 'fig': fig, 'feature1': request.session['feature1'], 'feature2': request.session['feature2']}
- return render(request,'base/home.html', context)
+ context = {
+ "data_to_display": data_to_display,
+ "excel_file": excel_file_name,
+ "labels": labels,
+ "fig": fig,
+ "fig2": fig2,
+ "feature1": request.session["feature1"],
+ "feature2": request.session["feature2"],
+ "clas_report": clas_report,
+ "pca": pca,
+ "tsne": tsne,
+ }
+
+ return render(request, "base/home.html", context)
+
def stats(name, feature1, feature2):
- global fig
df = pd.read_csv(name)
- import plotly.express as px
- if is_numeric_dtype(df[feature1]) and is_numeric_dtype(df[feature2]):
- print("if")
- fig = px.scatter(df, feature1, feature2, color='DEATH_EVENT')
- elif is_string_dtype(df[feature1]) and is_string_dtype(df[feature2]):
- print("elseif")
- fig = px.histogram(df, feature1)
+ binary1 = df[feature1].isin([0, 1]).all()
+ binary2 = df[feature2].isin([0, 1]).all()
+ if binary1 == True or binary2 == True:
+ fig = px.histogram(df, x=feature1, color=feature2)
+ elif is_numeric_dtype(df[feature1]) or is_numeric_dtype(df[feature2]):
+ if not is_numeric_dtype(df[feature1]):
+ # feature1 is not numeric but feature2 should be
+ fig = px.histogram(df, x=feature2, color=feature1)
+ elif not is_numeric_dtype(df[feature2]):
+ # feature2 is not numeric but feature1 should be
+ fig = px.histogram(df, x=feature1, color=feature2)
+ else:
+ # they both are numeric so do scatter
+ fig = px.scatter(
+ df, x=feature1, y=feature2, color=df["diagnosis"].astype(str)
+ )
else:
- print("else")
- fig = px.strip(df, feature1, feature2)
-
+ # they both are categorical so do scatter
+ fig = px.histogram(df, x=feature1, color=feature2)
fig = fig.to_html(full_html=False)
return fig
-def preprocess(name, type):
+
+def preprocess(data, value_list, name):
from sklearn.preprocessing import StandardScaler
- data = pd.read_csv(name)
-
- if set(['No','customerID','Churn']).issubset(data.columns):
- data.drop(['No','customerID','Churn'],axis=1,inplace=True)
-
- if type == 'std':
- # define standard scaler
- scaler = StandardScaler()
- # transform data
- print("HEY")
- num_d = data.select_dtypes(exclude=['object'])
- data[num_d.columns] = scaler.fit_transform(num_d)
-
- if type=='onehot':
- data = pd.get_dummies(data,columns=['gender', 'Partner', 'Dependents', 'PhoneService', 'MultipleLines',
- 'InternetService', 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection',
- 'TechSupport', 'StreamingTV', 'StreamingMovies', 'Contract',
- 'PaperlessBilling', 'PaymentMethod'],drop_first = True)
-
- if type == 'imp':
- data_numeric = data.select_dtypes(exclude=['object'])
- data_categorical = data.select_dtypes(exclude=['number'])
- imp = SimpleImputer(missing_values=np.nan, strategy='mean')
- data_numeric = pd.DataFrame(imp.fit_transform(data_numeric), columns = data_numeric.columns, index=data_numeric.index) #only apply imputer to numeric columns
- data = pd.concat([data_numeric, data_categorical], axis = 1)
-
- os.remove(excel_file_name_preprocessed)
- data.to_csv(excel_file_name_preprocessed)
- return
-def training(name, type):
- global fig
+ for type in value_list:
+ if type == "std":
+ # define standard scaler
+ scaler = StandardScaler()
+ y = data["diagnosis"]
+
+ if is_numeric_dtype(data["diagnosis"]):
+ # if class column is numeric do not
+ # apply preprocessing
+ data = data.drop(["diagnosis"], axis=1)
+
+ # transform data
+ cols = data.select_dtypes(np.number).columns
+ data[cols] = scaler.fit_transform(data[cols])
+ y = y.to_frame()
+ data = data.join(y)
+
+ if type == "onehot":
+ data = pd.get_dummies(data)
+
+ if type == "imp":
+ data_numeric = data.select_dtypes(exclude=["object"])
+ data_categorical = data.select_dtypes(exclude=["number"])
+ imp = SimpleImputer(missing_values=np.nan, strategy="most_frequent")
+ data_numeric = pd.DataFrame(
+ imp.fit_transform(data_numeric),
+ columns=data_numeric.columns,
+ index=data_numeric.index,
+ ) # only apply imputer to numeric columns
+ data = pd.concat(
+ [data_numeric, data_categorical], axis=1, ignore_index=False
+ )
+
+ os.remove(name)
+ data.to_csv(name, index=False)
+ return
+
+
+def training(name, type, test_size=0.7):
data = pd.read_csv(name)
-
- y=data['Churn']
- y=y.replace({"Yes":1,"No":0})
from sklearn.model_selection import train_test_split
- X_train, X_test, y_train, y_test = train_test_split(data, y, test_size=0.2, random_state=0)
- X_train.to_csv("X_train.csv")
- X_test.to_csv("X_test.csv")
- y_train.to_csv("y_train.csv")
- y_test.to_csv("y_test.csv")
-
- if 'logit' == type:
- from sklearn.linear_model import LogisticRegression
- clf = LogisticRegression(random_state=0).fit(X_train, y_train)
- filename = 'lg.sav'
- pickle.dump(clf, open(filename, 'wb'))
- if 'xgb' == type:
+ y = data["diagnosis"]
+ X = data.drop("diagnosis", axis=1)
+ X_train, X_test, y_train, y_test = train_test_split(
+ X, y, shuffle=True, test_size=test_size, stratify=y, random_state=42
+ )
+
+ test = X_test.join(y_test.to_frame())
+ test.to_csv("test.csv", index=False)
+ train = X_train.join(y_train.to_frame())
+ train.to_csv("train.csv", index=False)
+
+ if "logit" == type:
+ from sklearn.linear_model import LogisticRegression
+
+ clf = LogisticRegression(random_state=0).fit(X_train, y_train)
+ y_pred = clf.predict(X_test)
+ filename = "lg.sav"
+ pickle.dump(clf, open(filename, "wb"))
+ importance = clf.coef_[0]
+ model = clf
+
+ if "xgb" == type:
from xgboost import XGBClassifier
- xgb = XGBClassifier(learning_rate = 0.01,n_estimators=1000).fit(X_train, y_train)
- file_name = 'xgb.sav'
- pickle.dump(xgb,open(file_name,'wb'))
-
- return
+
+ xgb = XGBClassifier(learning_rate=0.01, n_estimators=1000).fit(X_train, y_train)
+ y_pred = xgb.predict(X_test)
+ filename = "xgb.sav"
+ importance = xgb.feature_importances_
+ model = xgb
+
+ if "dt" == type:
+ from sklearn.tree import DecisionTreeClassifier
+
+ dt = DecisionTreeClassifier(max_depth=4, random_state=1)
+ dt.fit(X_train, y_train)
+ y_pred = dt.predict(X_test)
+ filename = "dt.sav"
+ importance = dt.feature_importances_
+ model = dt
+
+ if "svm" == type:
+ from sklearn import svm
+
+ svc = svm.LinearSVC()
+ svc.fit(X_train, y_train)
+ y_pred = svc.predict(X_test)
+ filename = "svc.sav"
+ importance = svc.coef_[0]
+ model = svc
+
+ clas_report = classification_report(y_test, y_pred, output_dict=True)
+ clas_report = pd.DataFrame(clas_report).transpose()
+ clas_report = clas_report.sort_values(by=["f1-score"], ascending=False)
+ fig2 = px.bar(x=importance, y=X_train.columns)
+ pickle.dump(model, open(filename, "wb"))
+ con = {
+ "fig2": fig2.to_html(),
+ "clas_report": clas_report,
+ }
+ return con
+
+
+def testing(name, type):
+ data = pd.read_csv(name)
+ y_test = data["diagnosis"]
+ X_test = data.drop("diagnosis", axis=1)
+
+ if "logit" == type:
+ filename = "lg.sav"
+ clf = joblib.load(filename)
+ y_pred = clf.predict(X_test)
+ importance = clf.coef_[0]
+ model = clf
+
+ if "xgb" == type:
+ filename = "xgb.sav"
+ xgb = joblib.load(filename)
+ y_pred = xgb.predict(X_test)
+ filename = "xgb.sav"
+ importance = xgb.feature_importances_
+ model = xgb
+
+ if "dt" == type:
+ filename = "dt.sav"
+ dt = joblib.load(filename)
+ y_pred = dt.predict(X_test)
+ importance = dt.feature_importances_
+ model = dt
+
+ if "svm" == type:
+ filename = "svc.sav"
+ svc = joblib.load(filename)
+ y_pred = svc.predict(X_test)
+ importance = svc.coef_[0]
+ model = svc
+
+ clas_report = classification_report(y_test, y_pred, output_dict=True)
+ clas_report = pd.DataFrame(clas_report).transpose()
+ clas_report = clas_report.sort_values(by=["f1-score"], ascending=False)
+ fig2 = px.bar(x=importance, y=X_test.columns)
+ pickle.dump(model, open(filename, "wb"))
+ con = {
+ "fig2": fig2.to_html(),
+ "clas_report": clas_report,
+ }
+ return con
diff --git a/dataset.csv b/dataset.csv
index 5002b7bf6..77e181c37 100644
--- a/dataset.csv
+++ b/dataset.csv
@@ -1,5987 +1,5111 @@
-No,customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn
-1869,7010-BRBUU,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,No
-4528,9688-YGXVR,Female,0,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,No
-6344,9286-DOJGF,Female,1,Yes,No,38,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Yes
-6739,6994-KERXL,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,No
-432,2181-UAESM,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,No
-2215,4312-GVYNH,Female,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,No
-5260,2495-KZNFB,Female,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,No
-6001,4367-NHWMM,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,No
-1480,8898-KASCD,Male,0,No,No,39,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,No
-5137,8016-NCFVO,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,No
-3169,4578-PHJYZ,Male,0,Yes,Yes,52,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,No
-4653,2091-MJTFX,Female,0,Yes,Yes,30,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,Yes
-2850,2277-DJJDL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99,6017.9,No
-1760,2511-MORQY,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,No
-604,2731-GJRDG,Female,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608,No
-2157,1784-EZDKJ,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,No
-3132,2468-SJFLM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,No
-6765,5115-SQAAU,Female,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No
-6508,8708-XPXHZ,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,Yes
-5636,0601-WZHJF,Male,0,Yes,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,Yes
-4693,0463-TXOAK,Male,0,No,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,No
-3393,4683-WYDOU,Male,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,No
-4201,1166-PQLGG,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,No
-3550,0963-ZBDRN,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,Yes
-5782,4871-JTKJF,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
-5419,7173-TETGO,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,No
-1891,4193-ORFCL,Female,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,Yes
-4275,2692-PFYTJ,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,No
-4738,2369-UAPKZ,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,Yes
-1545,5193-QLVZB,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,No
-904,0379-DJQHR,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,No
-6602,4657-FWVFY,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,No
-6123,0623-EJQEG,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,No
-4999,1699-TLDLZ,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,No
-4879,4501-UYKBC,Female,1,No,No,46,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,No
-1703,8158-WPEZG,Male,0,No,No,11,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,No
-4257,9732-EQMWY,Female,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025,No
-3870,1099-BTKWT,Female,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,No
-5038,4815-TUMEQ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,No
-1720,6407-UTSLV,Female,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,No
-4776,0018-NYROU,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,No
-4122,4632-XJMEX,Male,0,No,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,No
-5261,1409-PHXTF,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,No
-3479,8229-TNIQA,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Yes
-1498,0529-ONKER,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Yes
-254,3675-YDUPJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,No
-3016,4484-CGXFK,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,Yes
-221,4443-EMBNA,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,No
-3794,4280-DLSHD,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,No
-4800,9300-AGZNL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,94,Yes
-4291,2789-CZANW,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,No
-5807,8464-EETCQ,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,No
-2208,7216-EWTRS,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,Yes
-1195,4468-KAZHE,Female,1,Yes,No,20,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60,1259.35,No
-1782,8623-ULFNQ,Female,1,No,No,26,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,No
-6552,9317-WZPGV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Yes
-1320,8947-YRTDV,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,No
-3765,1814-DKOLC,Female,0,No,No,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,No
-6799,8071-SBTRN,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,No
-2488,4701-MLJPN,Male,0,No,No,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,Yes
-1578,1205-WNWPJ,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,Yes
-376,6158-HDPXZ,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,No
-755,6683-VLCTZ,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,Yes
-291,3727-OWVYD,Male,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,No
-5910,0856-NAOES,Male,0,No,No,6,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,No
-4914,0562-FGDCR,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,No
-188,0956-SYCWG,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,No
-4382,2277-VWCNI,Female,1,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,No
-1419,3498-LZGQZ,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,No
-2476,9135-MGVPY,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,No
-3945,3815-SLMEF,Female,0,No,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,Yes
-501,4513-CXYIX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676,No
-1197,8944-AILEF,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,No
-5327,1270-XKUCC,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,No
-6983,6633-SYEUS,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,No
-5267,8075-GXIUB,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,No
-4119,6016-NXBNJ,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638,No
-6517,9332-GYWLO,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,No
-672,3276-HDUEG,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Yes
-3984,5884-FBCTL,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,No
-1374,8999-YPYBV,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,No
-5975,1522-VVDMG,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,Yes
-6367,0848-SOMKO,Male,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,No
-2178,1657-DYMBM,Male,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,No
-5516,6923-EFPNL,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Yes
-4270,2167-FQSTQ,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,No
-216,9286-BHDQG,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,No
-3954,7225-CBZPL,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,No
-421,5605-IYGFG,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,No
-5099,6861-OKBCE,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,Yes
-4664,7571-YXDAD,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Yes
-5028,0254-FNMCI,Female,0,No,No,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,No
-506,8981-FJGLA,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78,851.8,No
-3467,8414-MYSHR,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,Yes
-6809,9274-CNFMO,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,Yes
-1544,3794-NFNCH,Male,0,Yes,No,30,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50,1474.9,No
-1315,5158-RIVOP,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,No
-4537,1100-DDVRV,Male,0,Yes,No,17,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,No
-4054,9522-BNTHX,Female,1,No,No,34,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,No
-3043,3677-IYRBF,Female,1,No,No,2,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Yes
-2799,7009-PCARS,Male,0,No,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,No
-2641,8250-ZNGGW,Female,1,No,No,5,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,No
-4498,0967-BMLBD,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20,196.35,No
-3551,7594-RQHXR,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,Yes
-347,8966-SNIZF,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,No
-6529,7235-NXZCP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Yes
-333,0122-OAHPZ,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Yes
-6830,7815-PDTHL,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,No
-6056,8331-ZXFOE,Female,0,No,No,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,No
-6154,8901-UPRHR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,No
-5422,3563-SVYLG,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,No
-6592,3205-MXZRA,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507,No
-6955,5392-AKEMH,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,No
-1922,8201-AAXCB,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,No
-746,6919-ELBGL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,No
-6910,0530-IJVDB,Male,0,No,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,No
-1670,5047-LHVLY,Male,1,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Yes
-6618,8404-FYDIB,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,No
-4059,3415-TAILE,Female,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,Yes
-4271,2819-GWENI,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543,No
-2473,6164-HXUGH,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,No
-4048,6762-QVYJO,Female,0,Yes,Yes,58,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,No
-259,5046-NUHWD,Female,1,Yes,No,29,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45,1228.65,No
-1741,0106-GHRQR,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,No
-3829,8374-XGEJJ,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101,4388.4,Yes
-2020,2546-KZAAT,Male,0,Yes,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,No
-4586,7569-NMZYQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,No
-1860,3279-DYZQM,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,No
-599,0374-FIUCA,Male,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,No
-45,3714-NTNFO,Female,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,No
-4622,8705-DWKTI,Male,0,No,No,52,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,No
-6277,4195-SMMNX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Yes
-5022,2599-CIPQE,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,No
-6919,5136-GFPMB,Male,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,No
-5701,6476-YHMGA,Female,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,No
-1221,3055-MJDSB,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,No
-2458,7516-GMHUV,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,No
-5306,5940-NFXKV,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,Yes
-2228,3597-YASZG,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,No
-3886,3786-WOVKF,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,No
-426,2806-MLNTI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,No
-1569,0799-DDIHE,Female,0,Yes,Yes,15,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,No
-805,9926-PJHDQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,No
-410,0334-GDDSO,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,Yes
-6931,2371-KFUOG,Male,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,No
-3574,4634-JLRJT,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,No
-438,5886-VLQVU,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,No
-3666,3194-ORPIK,Female,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,Yes
-434,6048-NJXHX,Male,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,No
-1805,7860-KSUGX,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720,No
-6901,2925-MXLSX,Female,0,No,No,30,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,No
-3621,2933-FILNV,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,Yes
-6810,7758-XKCBS,Male,0,No,No,15,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,Yes
-5266,2027-DNKIV,Male,0,Yes,Yes,37,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,No
-1566,4751-ERMAN,Male,0,Yes,Yes,72,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,No
-4761,8224-KDLKN,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1738.9,No
-5420,7929-SKFGK,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,No
-1049,8329-IBCTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes
-626,5016-IBERQ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,No
-1669,5405-ZMYXQ,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,No
-210,7841-TZDMQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46,84.5,Yes
-3126,9754-CLVZW,Female,0,Yes,Yes,26,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,No
-6000,9503-XJUME,Male,0,No,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,No
-2226,3298-QEICA,Female,0,Yes,Yes,23,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,No
-51,9420-LOJKX,Female,0,No,No,15,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,Yes
-1109,3391-JSQEW,Male,0,Yes,No,40,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,No
-1617,4939-KYYPY,Male,0,No,No,27,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,No
-6725,2061-VVFST,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No
-4222,6480-YAGIY,Male,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,No
-1543,0330-IVZHA,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,Yes
-4907,7161-DFHUF,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,No
-6177,1260-TTRXI,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,Yes
-5981,8577-QSOCG,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,No
-2284,8963-JLGJT,Male,0,No,Yes,3,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,No
-6431,3266-FTKHB,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,No
-4582,6122-LJADA,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,No
-3509,8710-YGLWG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,No
-2318,6463-HHXJR,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,No
-3463,9576-SYUHJ,Male,0,No,No,37,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,No
-5462,9289-LBQVU,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,No
-2991,2207-QPJED,Female,1,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90,3371.75,No
-1840,6990-YNRIO,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,Yes
-6280,0489-WMEMG,Female,0,No,Yes,23,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,No
-2057,2189-UXTKY,Female,0,Yes,No,22,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,Yes
-1864,7105-MXJLL,Female,1,Yes,No,26,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,No
-705,7133-VBDCG,Female,0,No,No,25,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Yes
-6254,9933-QRGTX,Female,0,Yes,No,60,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,No
-2069,6356-ELRKD,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,Yes
-5859,2194-IIQOF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,No
-4558,8063-GBATB,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,Yes
-5547,9611-CTWIH,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,Yes
-527,3571-DPYUH,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,No
-1533,8519-QJGJD,Female,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Yes
-565,5846-NEQVZ,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,No
-1620,6022-KOUQO,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,No
-2268,7205-BAIAD,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,No
-640,9574-BOSMD,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,No
-4590,4884-TVUQF,Female,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,No
-730,6439-GTPCA,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,Yes
-6566,3795-CAWEX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,No
-4447,7821-DPRQE,Male,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,No
-325,4983-CLMLV,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,No
-6728,2380-DAMQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,No
-290,7534-BFESC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Yes
-1886,6695-FRVEC,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,No
-5180,0361-HJRDX,Female,0,No,No,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,No
-1683,0354-VXMJC,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,No
-4149,6559-ILWKJ,Male,0,Yes,No,71,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,Yes
-4641,9895-VFOXH,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No
-1945,8229-BUJHX,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,No
-6255,4476-OSWTN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,No
-5105,2995-UPRYS,Female,1,Yes,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,Yes
-4335,9208-OLGAQ,Female,1,No,No,18,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,No
-864,4124-MMETB,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,Yes
-5740,8882-TLVRW,Male,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,No
-5960,2957-JIRMN,Female,1,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,No
-4758,3646-ITDGM,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,No
-4886,2673-ZALNP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,No
-4939,9975-SKRNR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,No
-4126,3724-UCSHY,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,No
-371,0259-GBZSH,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,Yes
-3985,7130-CTCUS,Male,1,Yes,No,16,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,No
-2698,8150-QUDFX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,No
-4679,8218-FFJDS,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,No
-1562,8259-NFJTV,Female,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,No
-2751,7909-FIOIY,Female,0,Yes,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,No
-6128,3317-VLGQT,Female,0,Yes,No,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,No
-5414,2722-VOJQL,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,Yes
-4836,0584-BJQGZ,Female,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,No
-1921,6732-VAILE,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,No
-6376,1302-TPUBN,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,No
-1783,8380-PEFPE,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes
-4774,7402-PWYJJ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,No
-3076,4250-FDVOU,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,Yes
-4696,9128-CPXKI,Female,0,No,No,59,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,No
-3260,4183-WCSEP,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,Yes
-122,0404-SWRVG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Yes
-479,6227-HWPWX,Female,0,No,Yes,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69,994.8,Yes
-1632,1899-VXWXM,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,Yes
-6796,8450-JOVAH,Male,0,Yes,Yes,2,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,Yes
-2879,4550-VBOFE,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,Yes
-1436,9546-CQJSU,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,Yes
-6186,4789-KWMXN,Male,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,Yes
-940,0835-DUUIQ,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,No
-3366,1855-AGAWH,Male,0,Yes,No,31,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,No
-6853,9079-YEXQJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,Yes
-439,3577-AMVUX,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,No
-847,2316-ESMLS,Female,0,Yes,Yes,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,No
-4634,9426-SXNHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,No
-3208,8550-XSXUQ,Male,0,Yes,No,48,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,No
-7010,0723-DRCLG,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Yes
-3881,2176-OSJUV,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,No
-1173,0107-WESLM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Yes
-4127,8626-XHBIE,Male,0,No,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,No
-2549,0188-GWFLE,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,No
-4698,8166-ZZTFS,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,Yes
-6143,5774-QPLTF,Male,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,No
-4626,0929-PECLO,Female,1,No,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,No
-2887,5696-QURRL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Yes
-5391,8124-NZVGJ,Female,0,No,No,6,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,No
-279,4130-MZLCC,Female,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,No
-4296,4489-SNOJF,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,Yes
-2115,8984-HPEMB,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,No
-3757,4615-PIVVU,Female,0,No,No,42,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,No
-6875,6848-HJTXY,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,No
-6081,8757-TFHHJ,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No
-4463,4603-JANFB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes
-2534,8565-HBFNN,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,No
-2107,7422-WNBTY,Male,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092,No
-1101,4712-UYOOI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,417.65,No
-4371,3372-CDXFJ,Male,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,No
-2794,5353-WILCI,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,No
-4801,0988-AADSA,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,No
-577,8270-RKSAP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,No
-59,5954-BDFSG,Female,0,No,No,72,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,No
-4342,5792-JALQC,Female,1,No,No,52,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,No
-787,2202-OUTMO,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,No
-3538,9028-LIHRP,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209,No
-5008,9150-KPBJQ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,No
-2881,4003-OCTMP,Female,0,Yes,No,31,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64,1910.75,No
-6089,8775-LHDJH,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,Yes
-2317,6770-UAYGJ,Female,0,Yes,Yes,49,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,No
-1370,7596-IIWYC,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,No
-1183,0887-WBJVH,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,No
-1883,8840-DQLGN,Female,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,Yes
-6462,8413-VONUO,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,Yes
-1894,9281-PKKZE,Female,0,Yes,No,46,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,No
-2575,5186-PEIZU,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,No
-6561,6339-YPSAH,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,No
-5973,2324-EFHVG,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,No
-184,1918-ZBFQJ,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Yes
-1565,6968-GMKPR,Female,0,No,No,55,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,No
-1871,3062-ICYZQ,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,No
-420,2233-FAGXV,Female,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,No
-5832,6017-PPLPX,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,Yes
-553,1982-FEBTD,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,No
-1732,9705-IOVQQ,Male,1,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99,5969.3,No
-2138,6288-CHQJB,Female,0,Yes,Yes,54,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,No
-6542,3315-TOTBP,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76,1130.85,Yes
-6073,6096-EGVTU,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,No
-443,2937-FTHUR,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,No
-6497,4062-HBMOS,Male,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,No
-1608,2387-KDZQY,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,No
-6450,4609-KNNWG,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,No
-1765,0409-WTMPL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,No
-1586,3766-EJLFL,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,No
-3313,4232-JGKIY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,No
-5328,0334-ZFJSR,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,No
-181,6582-OIVSP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,No
-5786,8661-BOYNW,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,No
-794,4257-GAESD,Female,0,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45,298.7,No
-1420,8785-CJSHH,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,No
-1477,5469-CTCWN,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106,6547.7,Yes
-3721,2839-RFSQE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,Yes
-1940,4890-VMUAV,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,No
-1992,3365-SAIGS,Female,0,No,No,17,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,No
-4074,0946-CLJTI,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,Yes
-6061,3920-HIHMQ,Female,0,No,Yes,26,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,No
-3370,5307-UVGNB,Female,0,Yes,Yes,53,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,No
-4666,8780-RSYYU,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No
-6498,0742-NXBGR,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,Yes
-530,8067-NIOYM,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,No
-6848,5916-QEWPT,Female,0,Yes,No,2,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69,147.8,No
-710,1029-QFBEN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Yes
-2357,9251-WNSOD,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,No
-6493,6576-FBXOJ,Male,0,Yes,No,17,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,No
-558,2501-XWWTZ,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,No
-5927,6080-LNESI,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,No
-2306,7245-NIIWQ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,No
-1371,6567-HOOPW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,Yes
-5872,4550-EVXNY,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
-6629,6437-UDQJM,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,No
-907,0297-RBCSG,Male,0,No,No,19,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,No
-6226,2097-YVPKN,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,No
-4376,0853-NWIFK,Female,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,No
-5970,4853-OITSN,Male,0,Yes,No,5,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,No
-6253,6128-DAFVY,Female,0,No,No,56,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,No
-2453,1197-BVMVG,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,No
-4715,7508-DQAKK,Female,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,No
-1872,9938-PRCVK,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,No
-5773,0289-IVARM,Female,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,No
-3773,8260-NGFNY,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,Yes
-926,7074-IEVOJ,Female,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,Yes
-2481,6614-YWYSC,Male,1,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1501.75,No
-5481,8473-VUVJN,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Yes
-3404,6693-DJWTY,Female,0,No,Yes,35,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,No
-15,3655-SNQYZ,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,No
-6366,2845-KDHVX,Female,0,Yes,No,64,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,No
-315,5027-YOCXN,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,No
-2439,8884-MRNSU,Male,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,No
-5002,0567-XRHCU,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,No
-1161,5868-CZJDR,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,Yes
-2142,4223-BKEOR,Female,0,No,Yes,21,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,No
-1623,6035-RIIOM,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,No
-6074,3797-VTIDR,Male,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Yes
-1362,2568-BRGYX,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Yes
-6754,2775-SEFEE,Male,0,No,Yes,0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),61.9, ,No
-1212,4291-SHSBH,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,No
-2722,4635-EJYPD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,No
-4006,2607-DHDAK,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,No
-6791,5204-QZXPU,Male,0,No,No,19,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,Yes
-5466,0221-NAUXK,Male,0,No,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,No
-5852,3398-ZOUAA,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Yes
-4195,1768-HNVGJ,Female,1,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,No
-4166,5917-RYRMG,Male,1,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,No
-5234,3858-XHYJO,Female,0,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,No
-3414,4837-PZTIC,Female,0,No,No,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,No
-1803,2773-MADBQ,Female,0,No,No,36,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,No
-6203,1090-PYKCI,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,No
-5285,9479-HYNYL,Female,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,No
-1323,4565-NLZBV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,No
-5666,8318-LCNBW,Male,0,Yes,No,35,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,No
-1941,9261-WDCAF,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,No
-6601,4909-JOUPP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,No
-1902,1951-IEYXM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,No
-3704,4227-OJHAL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73,5163,No
-387,1708-PBBOA,Female,0,No,No,42,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,No
-5550,8746-BFOAJ,Male,1,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,No
-1032,4145-UQXUQ,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,Yes
-4523,9518-XXBXE,Male,1,Yes,No,10,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,No
-6582,9558-IHEZX,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,No
-5587,1707-HABPF,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,No
-3306,9643-AVVWI,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80,241.3,No
-6625,3398-FSHON,Female,1,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,Yes
-3316,9139-TWBAS,Female,0,Yes,No,26,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,No
-1010,0929-HYQEW,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,No
-3641,0487-CRLZF,Female,0,No,No,49,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,No
-931,0454-OKRCT,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,No
-6352,2347-WKKAE,Male,0,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,No
-691,6663-JOCQO,Male,0,Yes,Yes,31,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,No
-533,1297-VQDRP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,No
-6451,4868-AADLV,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,No
-2227,0788-DXBFY,Male,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,No
-652,5845-BZZIB,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,No
-33,7310-EGVHZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,No
-4118,4826-TZEVA,Female,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,No
-44,4080-IIARD,Female,0,Yes,No,13,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,No
-6767,7672-VFMXZ,Male,0,Yes,No,57,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,No
-5100,9940-RHLFB,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,Yes
-964,9117-SHLZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes
-5589,7253-UVNDW,Female,0,No,No,46,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,Yes
-2415,9898-KZQDZ,Female,1,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,Yes
-6202,8559-CIZFV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625,Yes
-2263,2506-CLAKW,Female,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Yes
-5202,8591-TKMZH,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,No
-4450,4925-LMHOK,Male,0,No,No,15,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Yes
-5247,4971-PUYQO,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,Yes
-6306,0186-CAERR,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,No
-5244,6233-HXJMX,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,No
-2316,9367-OIUXP,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,No
-2617,4588-YBNIB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes
-26,6467-CHFZW,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,Yes
-3605,8148-BPLZQ,Male,0,No,No,34,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,No
-63,0557-ASKVU,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,No
-1044,3354-OADJP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,No
-3660,2259-OUUSZ,Male,0,No,No,7,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,No
-5360,4919-IKATY,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Yes
-2656,4328-VUFWD,Female,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,No
-1454,8681-ICONS,Male,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,No
-227,2232-DMLXU,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,Yes
-6984,6447-GORXK,Male,0,No,Yes,31,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25,789.2,No
-3080,1777-JYQPJ,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,No
-3317,6685-GBWJZ,Male,0,Yes,No,63,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,No
-5035,3955-JBZZM,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,No
-3184,5197-LQXXH,Female,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,No
-2833,5993-JSUWV,Female,0,No,No,66,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,No
-3539,2219-MVUSO,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Yes
-969,3158-MOERK,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96,174.8,Yes
-4603,3594-KADLU,Male,0,Yes,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,No
-5751,0932-YIXYU,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,No
-2662,8348-HFYIV,Male,0,No,No,2,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,Yes
-4094,8687-BAFGU,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74,74,No
-6034,7353-YOWFP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,No
-3813,6837-HAEVO,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105,7297.75,No
-2387,6734-GMPVK,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,No
-4224,7602-DBTOU,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,No
-6375,9894-EZEWG,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Yes
-3567,1670-SVOWZ,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Yes
-4148,9142-XMYJH,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,No
-2646,5893-PYOLZ,Male,0,No,No,56,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,No
-6626,3319-DWOEP,Male,1,Yes,No,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,Yes
-252,9514-JDSKI,Male,1,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,Yes
-5435,7432-FFVAR,Female,0,Yes,Yes,46,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,No
-4554,4329-YPDDQ,Male,0,No,No,20,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,No
-3975,2860-RANUS,Female,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Yes
-4847,8696-JKZNU,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Yes
-5719,1089-XZWHH,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,No
-2818,4831-EOBFE,Male,0,Yes,Yes,29,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,Yes
-1702,4423-YLHDV,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Yes
-4428,5449-FIBXJ,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,Yes
-4808,8144-DGHXP,Female,0,No,No,54,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,No
-3790,6598-RFFVI,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Yes
-5722,3096-JRDSO,Female,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,Yes
-4041,5862-BRIXZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,No
-2094,1057-FOGLZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,No
-2843,9371-BITHB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,No
-641,4580-TMHJU,Female,0,Yes,Yes,43,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,Yes
-6140,0178-CIIKR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58,No
-3882,9348-YVOMK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,No
-4405,8417-FMLZI,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Yes
-297,6851-WEFYX,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,No
-303,8181-YHCMF,Female,0,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109,No
-2406,7548-SEPYI,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,Yes
-5816,0374-IOEGQ,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,No
-3154,0581-BXBUB,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,No
-1839,9350-ZXYJC,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,No
-4384,8642-GVWRF,Female,0,Yes,No,2,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165,Yes
-4306,2931-SVLTV,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,No
-655,5183-SNMJQ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,No
-4139,7278-CKDNC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,No
-4686,8024-XNAFQ,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,No
-4775,5480-TBGPH,Female,0,Yes,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,Yes
-240,7301-ABVAD,Female,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,No
-783,4678-DVQEO,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,Yes
-1354,9415-DPEWS,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,Yes
-1018,3748-FVMZZ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,No
-4912,5281-BUZGT,Male,1,No,No,36,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,Yes
-977,5879-SESNB,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,No
-809,1820-TQVEV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes
-6755,9003-CPATH,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,No
-5036,1268-ASBGA,Female,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Yes
-257,6655-LHBYW,Male,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,No
-893,9227-LUNBG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,Yes
-5936,9418-RUKPH,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,No
-4366,0537-QYZZN,Male,1,Yes,Yes,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,No
-3589,8734-FNWVH,Male,0,Yes,Yes,31,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,No
-5162,4801-KFYKL,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,No
-5229,8327-LZKAS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,Yes
-5167,4188-PCPIG,Female,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,No
-3288,1843-TLSGD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,No
-6698,6906-MPARY,Male,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,No
-2132,6082-OQFBA,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,No
-6243,3544-FBCAS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,No
-5520,8034-RYTVV,Female,0,No,No,55,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,No
-1357,7130-YXBRO,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,No
-1561,1157-BQCUW,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Yes
-6054,9445-SZLCH,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,Yes
-2251,1399-UBQIU,Male,0,No,No,11,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,No
-5474,4912-PIGUY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,No
-2471,1323-OOEPC,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,Yes
-3133,3181-VTHOE,Male,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,No
-2024,8272-ONJLV,Male,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184,No
-4687,3647-GMGDH,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,Yes
-2986,1303-SRDOK,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,No
-2042,7361-YPXFS,Female,1,No,No,28,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,No
-4905,3359-DSRKA,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,No
-2876,6746-WAUWT,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,No
-2669,4659-NZRUF,Female,0,No,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,Yes
-4756,9518-IMLHK,Male,0,No,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,No
-5728,3374-LXDEV,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,Yes
-4098,5356-RHIPP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes
-7018,1122-JWTJW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Yes
-3806,0650-BWOZN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,No
-6842,5546-QUERU,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257,No
-3475,8610-ZIKJJ,Female,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,No
-1092,8590-YFFQO,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,No
-5867,2428-HYUNX,Male,1,Yes,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,No
-124,7219-TLZHO,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,No
-4152,2649-HWLYB,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,No
-6882,8065-QBYTO,Female,1,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,No
-4489,8259-DZLIZ,Female,0,Yes,Yes,64,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,No
-2922,3348-CFRNX,Female,0,Yes,No,28,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,Yes
-2516,8245-UMPYT,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,Yes
-6038,1555-DJEQW,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,Yes
-1553,7776-QGYJC,Female,0,Yes,Yes,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,No
-3482,2828-SLQPF,Male,0,No,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45,865.85,No
-2886,3170-GWYKC,Female,0,No,No,60,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,No
-598,1710-RCXUS,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,No
-75,2673-CXQEU,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,No
-1339,3838-OZURD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105,7133.25,Yes
-1416,4859-ZSRDZ,Female,0,Yes,Yes,58,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,No
-4772,5795-BKOYE,Female,0,Yes,Yes,69,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,No
-1649,2851-MMUTZ,Female,0,No,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,No
-5652,9752-ZNQUT,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,No
-3206,6972-SNKKW,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,109.2,No
-4024,1329-VHWNP,Female,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,No
-2829,3999-QGRJH,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Yes
-149,3466-BYAVD,Male,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,No
-3001,4568-TTZRT,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,No
-1557,4672-FOTSD,Male,0,No,No,12,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,No
-3931,8851-RAGOV,Female,0,Yes,No,25,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,No
-453,0256-LTHVJ,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,Yes
-4427,5278-PNYOX,Female,0,No,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,No
-1832,3132-TVFDZ,Male,1,Yes,No,57,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,Yes
-3250,6924-TDGMT,Male,0,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,No
-5663,2824-MYYBN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,No
-808,4289-DTDKW,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,Yes
-2002,0017-DINOC,Male,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,No
-3353,4536-PLEQY,Male,0,Yes,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,No
-3824,6402-EJMWF,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,No
-1671,1442-OKRJE,Male,0,Yes,Yes,66,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,No
-1119,1459-QNFQT,Male,0,Yes,Yes,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,No
-4353,6996-KNSML,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes
-810,2239-JALAW,Male,0,No,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,Yes
-1129,3452-ABWRL,Male,1,No,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,No
-834,9231-ZJYAM,Female,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,Yes
-6124,7153-CHRBV,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,No
-5413,6833-JMZYP,Female,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94,1505.45,No
-6732,5666-CYCYZ,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,No
-1971,4425-OWHWB,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,No
-1235,1543-LLLFT,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,No
-1225,6581-NQCBA,Female,0,Yes,No,16,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,Yes
-4051,8152-VETUR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,No
-2344,9796-MVYXX,Female,1,No,No,14,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,No
-6227,2842-JTCCU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Yes
-4352,0595-ITUDF,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,No
-2273,0219-QAERP,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,No
-1729,8226-BXGES,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,No
-6785,3090-HAWSU,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,Yes
-2181,1136-XGEQU,Female,0,Yes,Yes,50,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,No
-1027,6732-FZUGP,Female,0,No,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,No
-3082,3401-URHDA,Male,0,No,No,51,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,No
-5205,0365-TRTPY,Female,0,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,No
-349,4654-DLAMQ,Female,1,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97,6430.9,No
-452,8847-GEOOQ,Male,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,No
-662,3030-ZKIWL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
-172,6727-IOTLZ,Male,0,Yes,No,14,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,No
-1405,6960-HVYXR,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76,76,Yes
-5857,0378-NHQXU,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,Yes
-4250,0565-JUPYD,Male,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,No
-4550,4625-XMOYM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,No
-422,7663-ZTEGJ,Male,0,No,Yes,29,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,No
-3017,1402-PTHGN,Female,0,Yes,Yes,18,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,No
-3326,7657-DYEPJ,Male,1,No,No,38,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,Yes
-881,3523-BRGUW,Male,1,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,No
-3450,0100-DUVFC,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,No
-1253,2026-TGDHM,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,Yes
-6268,9746-UGFAC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,No
-6210,1042-HFUCW,Female,0,No,Yes,25,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,No
-2225,1153-GNOLC,Male,0,No,No,33,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309,No
-4121,0576-WNXXC,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,Yes
-6563,6906-ANDWJ,Male,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Yes
-1905,1022-RKXDR,Female,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,No
-102,7123-WQUHX,Male,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95,3605.6,No
-3014,5857-TYBCJ,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,No
-4301,7729-XBTWX,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,No
-6678,3978-YNKDD,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,No
-4269,9170-CCKOU,Male,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Yes
-2447,1475-VWVDO,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,No
-1580,7108-DGVUU,Female,1,Yes,No,21,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,No
-3803,2533-QVMSK,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,Yes
-3481,7339-POGZN,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,No
-4871,6848-YLDFR,Male,0,Yes,Yes,58,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,No
-3877,2898-LSJGD,Female,0,Yes,Yes,21,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,Yes
-5192,3507-GASNP,Male,0,No,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,No
-135,7799-LGRDP,Female,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,No
-2521,5373-SFODM,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Yes
-4151,7733-UDMTP,Female,1,No,No,57,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55,3094.05,No
-1918,2801-NISEI,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,No
-6332,4378-MYPGO,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,No
-4697,0129-KPTWJ,Male,0,Yes,No,72,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,No
-4750,0373-AIVNJ,Male,0,No,No,9,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373,No
-2666,8414-OOEEL,Male,0,No,Yes,66,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,No
-5110,8541-QVFKM,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,No
-2925,2931-XIQBR,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,No
-3066,5652-MSDEY,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,No
-1789,2586-CWXVV,Male,0,Yes,No,54,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,No
-5288,8058-INTPH,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,Yes
-807,2798-NYLMZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616,No
-462,0880-TKATG,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,Yes
-879,9342-VNIMQ,Male,0,No,No,33,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,No
-3248,7779-LGOVN,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,Yes
-4726,2192-CKRLV,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,No
-5680,6982-UQZLY,Female,1,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Yes
-6790,8441-SHIPE,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,No
-4377,8212-CRQXP,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80,1706.45,No
-799,3009-JWMPU,Male,0,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,Yes
-354,0623-IIHUG,Female,1,No,No,21,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,Yes
-3964,2632-IVXVF,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,No
-1073,0655-RBDUG,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713,Yes
-3101,1867-TJHTS,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,No
-5594,0027-KWYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,No
-144,1131-QQZEB,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,No
-380,5651-CRHKQ,Female,0,Yes,No,41,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,No
-1340,1371-DWPAZ,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),56.05, ,No
-4168,1194-BHJYC,Male,0,Yes,No,61,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,No
-6510,0572-ZJKLT,Female,0,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,No
-121,2928-HLDBA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,No
-3745,2645-QTLMB,Male,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669,Yes
-3612,0491-KAPQG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,No
-1360,3793-MMFUH,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290,Yes
-418,0578-SKVMF,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,Yes
-6348,1025-FALIX,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,No
-5546,7880-XSOJX,Male,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,No
-1514,5799-JRCZO,Female,0,No,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,No
-4184,0495-ZBNGW,Male,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Yes
-5455,9970-QBCDA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,No
-3100,7271-AJDTL,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,No
-2063,7833-PKIHD,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,No
-555,5791-KAJFD,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808,No
-2312,8499-BRXTD,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,No
-3543,0853-TWRVK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,No
-5440,4456-RHSNB,Female,0,Yes,Yes,19,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,No
-1485,9809-IMGCQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,Yes
-5017,2073-QBVBI,Female,0,Yes,No,41,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,No
-1272,1257-SXUXQ,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,No
-6598,6169-PGNCD,Female,0,No,No,57,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,No
-1411,2692-BUCFV,Male,1,No,No,29,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,No
-5076,1644-IRKSF,Female,0,Yes,Yes,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,Yes
-6915,1304-SEGFY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,No
-1471,9777-WJJPR,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,No
-2266,5732-IKGQH,Male,1,Yes,No,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,No
-5503,1757-TCATG,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,No
-5077,8314-HTWVE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,No
-5635,2087-QAREY,Female,0,Yes,No,22,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,No
-4154,4229-CZMLL,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Yes
-6679,4940-KHCWD,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,No
-3165,1834-WULEG,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,No
-2436,6360-SVNWV,Female,1,No,No,31,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,No
-2868,5226-NOZFC,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,No
-6612,1062-LHZOD,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Yes
-981,1106-HRLKZ,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,No
-5974,7094-MSZAO,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No
-6063,0613-WUXUM,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,No
-3246,8806-EAGWC,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,Yes
-6207,6769-DYBQN,Male,1,No,No,46,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85,3969.4,Yes
-1268,2408-TZMJL,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,Yes
-414,1996-DBMUS,Female,1,Yes,No,48,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,No
-268,6323-AYBRX,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Yes
-3127,1432-FPAXX,Female,0,No,No,29,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,Yes
-654,4160-AMJTL,Female,1,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Yes
-3011,3352-RICWQ,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,No
-6394,2680-XKKNJ,Female,0,No,No,8,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,No
-2223,8182-BJDSI,Female,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,Yes
-6989,1389-WNUIB,Female,0,Yes,Yes,20,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76,1588.75,No
-2337,4612-THJBS,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,Yes
-3541,1530-ZTDOZ,Female,0,Yes,No,49,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,No
-773,5842-POCOP,Female,0,Yes,No,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,Yes
-2446,9492-TOKRI,Female,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90,1527.35,Yes
-589,0795-LAFGP,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,No
-2907,0611-DFXKO,Male,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89,1820.45,Yes
-2127,8035-BUYVG,Male,0,Yes,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,Yes
-2996,6620-JDYNW,Female,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,No
-3896,8590-OHDIW,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,No
-3038,5897-ZYEKH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,No
-6441,5084-OOVCJ,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,No
-2465,1740-CSDJP,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Yes
-3377,2696-RZVZW,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,No
-701,9450-TRJUU,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,No
-5845,4581-SSPWD,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,Yes
-2301,4813-HQMGZ,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,No
-5121,4903-CNOZC,Male,0,No,No,29,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,No
-677,0822-GAVAP,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,Yes
-6062,3055-OYMSE,Female,1,No,No,53,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,No
-6607,7242-QZLXF,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Yes
-2598,8325-QRPZR,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525,No
-2345,7874-ECPQJ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,No
-4093,2476-YGEFM,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76,2215.25,No
-693,2276-YDAVZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Yes
-1513,0661-XEYAN,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Yes
-6067,1397-XKKWR,Male,0,No,No,7,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,No
-6105,9249-FXSCK,Female,0,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,Yes
-6189,4718-WXBGI,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,No
-110,0486-HECZI,Male,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,Yes
-3852,7291-CDTMJ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,No
-6474,7196-LIWRH,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,No
-6270,0625-AFOHS,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,No
-2131,5656-MJEFC,Male,0,Yes,Yes,42,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,No
-4085,5640-CAXOA,Female,0,No,No,30,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,No
-1919,3946-MHCZW,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,Yes
-856,8374-UULRV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,No
-3408,2108-YKQTY,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Yes
-5950,2862-PFNIK,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,No
-6554,2856-HYAPG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,Yes
-2510,3707-GNWHM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Yes
-6897,2363-BJLSL,Male,0,No,No,62,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,No
-4169,3663-MITLP,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,Yes
-4392,3373-YZZYM,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No
-1758,5848-FHRFC,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,No
-3337,0840-DFEZH,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,No
-3203,5879-HMFFH,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,No
-605,4723-BEGSG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,No
-6986,3976-BWUCK,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,Yes
-3034,7120-RFMVS,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,Yes
-6691,8292-FRFZQ,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,No
-1468,9480-BQJEI,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,No
-5178,4350-ZTLPI,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,No
-2812,3763-GCZHZ,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890,Yes
-6171,1658-XUHBX,Female,1,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,No
-5079,2507-QZPQS,Male,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,No
-2921,0564-JJHGS,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,Yes
-107,9750-BOOHV,Female,0,No,No,32,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,No
-29,8773-HHUOZ,Female,0,No,Yes,17,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,Yes
-3780,1335-MXCSE,Male,0,Yes,Yes,55,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,No
-3150,6029-CSMJE,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,No
-3616,8707-RMEZH,Female,1,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,No
-5346,0771-CHWSK,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,No
-4940,3703-KBKZP,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,No
-751,9477-LGWQI,Male,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,No
-3168,4893-GYUJU,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033,No
-584,2393-DIVAI,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20,61.7,No
-1220,0872-JCPIB,Male,0,No,No,17,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,No
-5040,9909-IDLEK,Male,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,No
-6614,4086-WITJG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,No
-3274,2874-YXVVA,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,No
-6053,0057-QBUQH,Female,0,No,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,No
-548,4676-MQUEA,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,No
-5448,0580-PIQHM,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,No
-6921,5243-SAOTC,Male,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,No
-2874,8347-GDTMP,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,No
-6548,5012-YSPJJ,Male,0,Yes,Yes,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647,No
-3715,5288-AHOUP,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,No
-2291,7488-MXJIV,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,Yes
-6783,9867-XOBQA,Female,0,No,Yes,21,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,No
-6887,2511-ALLCS,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,No
-3396,5578-NKCXI,Female,0,Yes,Yes,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,No
-4945,1223-UNPKS,Male,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400,No
-1203,9087-EYCPR,Female,0,No,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1505.05,No
-344,5924-SNGKP,Female,0,No,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865,No
-4328,1101-SSWAG,Female,0,Yes,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,No
-5907,0082-LDZUE,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,No
-1575,2003-CKLOR,Male,0,No,No,66,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,Yes
-2900,0679-IDSTG,Female,1,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes
-6604,7729-JTEEC,Male,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,No
-3047,1550-LOAHA,Female,0,Yes,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Yes
-3131,8336-TAVKX,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,No
-5853,9114-VEPUF,Male,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,No
-4072,2688-BHGOG,Male,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,No
-2173,2038-OEQZH,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,No
-90,4767-HZZHQ,Male,0,Yes,Yes,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,No
-7006,0093-XWZFY,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,Yes
-5487,5519-TEEUH,Male,0,No,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,No
-4383,1088-CNNKB,Male,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80,5040.2,No
-2252,1813-JLKWR,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,No
-6696,4566-NECEV,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,No
-624,1009-IRMNA,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20,137.6,Yes
-69,7410-OIEDU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,No
-889,7549-MYGPK,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,Yes
-4845,0056-EPFBG,Male,0,Yes,Yes,20,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,No
-5340,5032-USPKF,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,No
-5274,6723-WSNTY,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,No
-6868,1195-OIYEJ,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,Yes
-3921,7964-YESJC,Female,0,Yes,No,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,No
-5072,5995-SNNEW,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,No
-947,9904-EHEVJ,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,No
-877,7876-AEHIG,Female,0,No,Yes,51,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077,No
-6806,4933-BSAIP,Female,0,Yes,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,No
-6575,2978-XXSOG,Female,0,No,No,22,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,No
-2462,2585-KTFRE,Male,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,No
-293,4847-TAJYI,Female,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,No
-5446,6141-OOXUQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes
-3091,8189-DUKMV,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,No
-445,7752-XUSCI,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,Yes
-4020,4334-HOWRP,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546,No
-1961,4445-KWOKW,Female,0,No,No,42,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,No
-2846,0541-FITGH,Female,0,Yes,No,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,No
-3614,8039-EQPIM,Male,0,Yes,No,69,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,No
-1880,6474-FVJLC,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86,165.45,Yes
-5186,3776-EKTKM,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,Yes
-4690,7036-ZZKBD,Male,0,Yes,No,31,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,No
-3570,6696-YDAYZ,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,No
-4917,6040-CGACY,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,No
-4678,3006-XIMLN,Female,0,No,Yes,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,Yes
-5213,7668-XCFYV,Female,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,No
-5030,6101-IMRMM,Male,0,No,Yes,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,Yes
-4922,7839-NUIAA,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,No
-367,7302-ZHMHP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,No
-5243,7661-CPURM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,No
-5331,5583-EJXRD,Male,0,Yes,Yes,44,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,No
-2540,7055-JCGNI,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,No
-6316,8946-BFWSG,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,No
-3392,7636-PEPNS,Female,0,Yes,Yes,58,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,No
-6923,7619-PLRLP,Female,0,Yes,No,53,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,No
-6455,2478-EEWWM,Male,0,Yes,No,59,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,No
-4684,6305-YLBMM,Male,0,No,No,69,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262,Yes
-3105,4429-WYGFR,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,No
-3279,6064-PUPMC,Male,0,Yes,Yes,23,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,No
-3720,1097-FSPVW,Female,0,No,No,42,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,No
-4541,9058-CBREO,Female,1,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,Yes
-4965,9239-ZBZZV,Female,0,No,No,6,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,Yes
-4581,9084-OAYKL,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,No
-3871,5299-SJCZT,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Yes
-5020,5231-FIQPA,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,No
-1186,7670-ZBPOQ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,No
-3428,8749-JMNKX,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,Yes
-5004,2067-QYTCF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,No
-3866,3129-AAQOU,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,No
-6827,1036-GUDCL,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,No
-5349,5375-XLDOF,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,No
-6888,3191-CSNMG,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,No
-151,3874-EQOEP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95,655.5,Yes
-1858,7517-SAWMO,Female,0,Yes,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Yes
-2464,2609-IAICY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Yes
-1033,2632-TACXW,Female,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,No
-1383,3334-CTHOL,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Yes
-915,6513-EECDB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Yes
-1305,4945-RVMTE,Female,0,No,No,28,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,No
-6682,9589-ABEPT,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,No
-3098,4248-HCETZ,Male,1,Yes,No,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Yes
-4983,1862-SKORY,Female,1,Yes,No,40,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,Yes
-509,1135-LMECX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No
-5894,7881-INRLC,Male,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740,Yes
-5963,7163-OCEQI,Male,0,Yes,Yes,22,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,No
-6049,7634-HLQJR,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,No
-2647,4986-MXSFP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20,40.9,No
-5799,8066-POXGX,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,Yes
-6022,5025-GOOKI,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,No
-748,6425-JWTDV,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,No
-2304,8402-EIVQS,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,No
-4076,1325-USMEC,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,No
-5410,4049-ZPALD,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99,6375.8,No
-1310,6393-WRYZE,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,Yes
-1611,1971-DTCZB,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,No
-6988,1684-FLBGS,Female,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,No
-911,7508-SMHXL,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89,1288.3,No
-2673,8429-XIBUM,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,Yes
-2499,6061-GWWAV,Male,0,No,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,No
-3089,5680-LQOGP,Female,0,No,No,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,No
-5200,6050-IJRHS,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397,No
-5096,0363-SVHYR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,No
-2680,6997-UVGOX,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,No
-2126,5858-EAFCZ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,No
-471,3583-EKAPL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55,55,Yes
-967,7764-BDPEE,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,No
-7013,1685-BQULA,Female,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,No
-4056,3329-WDIOK,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,Yes
-4602,1240-HCBOH,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,No
-5873,2122-YWVYA,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,No
-6648,2164-SOQXL,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,No
-3815,9306-CPCBC,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,Yes
-896,8975-SKGRX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,No
-5329,2894-QOJRX,Female,0,Yes,No,25,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34,853,Yes
-4284,8189-XRIKE,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,No
-5785,0506-YLVKJ,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,No
-1773,2007-QVGAW,Female,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,No
-3307,0253-ZTEOB,Female,0,Yes,Yes,48,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,No
-251,4629-NRXKX,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,Yes
-1209,8268-YDIXR,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,No
-2688,1569-TTNYJ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,Yes
-3885,4090-KPJIP,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,No
-2937,5312-IRCFR,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,No
-3071,9224-VTYID,Male,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,No
-4605,3796-ENZGF,Male,0,Yes,No,63,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,No
-1128,0098-BOWSO,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,No
-2890,1732-VHUBQ,Female,1,Yes,Yes,47,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Yes
-4479,5075-JSDKI,Female,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,No
-1593,0620-XEFWH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,No
-2603,0164-APGRB,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,No
-3607,9987-LUTYD,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,No
-57,5067-XJQFU,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,No
-1699,6223-DHJGV,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,No
-1322,0114-RSRRW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,No
-176,2656-FMOKZ,Female,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Yes
-3182,6568-POCUI,Female,0,Yes,No,45,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,No
-6116,7445-WMRBW,Female,0,No,No,48,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,No
-2995,2209-XADXF,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,No
-6997,2523-EWWZL,Female,0,Yes,No,27,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,No
-6155,4903-UYAVB,Male,0,Yes,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Yes
-292,2294-SALNE,Male,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,No
-1142,2460-NGXBJ,Male,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,No
-2328,4238-JSSWH,Female,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,No
-3728,6352-GIGGQ,Male,0,No,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,No
-183,5524-KHNJP,Male,0,Yes,Yes,33,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,No
-1170,9127-FHJBZ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114,8093.15,No
-4838,1360-XFJMR,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,No
-5649,6147-CBCRA,Female,0,Yes,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,No
-5332,4565-EVZMJ,Female,0,No,No,47,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,No
-5931,0011-IGKFF,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98,1237.85,Yes
-5737,7989-VCQOH,Male,0,Yes,Yes,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,No
-3523,0378-CJKPV,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,No
-1086,8999-BOHSE,Female,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,Yes
-2781,5533-NHFRF,Male,1,No,No,7,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,No
-4112,6627-CFOSN,Female,0,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,No
-1172,1641-RQDAY,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,No
-2470,2143-LJULT,Female,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,No
-3661,1142-IHLOO,Female,0,No,No,51,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,No
-2166,2931-VUVJN,Female,1,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,No
-5761,1116-FRYVH,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,No
-2133,8051-HJRLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,Yes
-7005,9347-AERRL,Male,0,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,No
-4458,2037-SGXHH,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,Yes
-4731,8748-HFWBO,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,No
-2589,7576-OYWBN,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Yes
-4050,2675-DHUTR,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,No
-2183,6844-DZKRF,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,No
-3114,0867-LDTTC,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,No
-1956,0019-EFAEP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,No
-613,6689-VRRTK,Female,1,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,No
-3528,2332-EFBJY,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Yes
-2944,5311-IHLEI,Male,0,No,No,12,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,No
-6878,2990-HWIML,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,Yes
-3734,7134-HBPBS,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,No
-1430,6510-UPNKS,Female,0,No,No,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,No
-4815,9565-JSNFM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,Yes
-1876,3946-JEWRQ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563,No
-1748,8540-ZQGEA,Female,0,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,No
-6347,7718-RXDGG,Male,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,No
-505,5609-CEBID,Female,1,No,No,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,Yes
-415,7916-VCCPB,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,No
-6924,6457-GIRWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes
-272,6366-ZGQGL,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Yes
-2942,5310-NOOVA,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,No
-1706,0727-BNRLG,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,No
-5901,6172-FECYY,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,Yes
-4557,5944-UGLLK,Male,0,No,No,53,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,No
-2807,1015-JPFYW,Male,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,No
-6142,3982-XWFZQ,Female,0,Yes,No,42,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Yes
-5887,4316-XCSLJ,Male,0,No,Yes,17,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,No
-2441,9050-IKDZA,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,No
-106,6728-DKUCO,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,No
-1344,0536-BGFMZ,Female,0,Yes,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,No
-6811,8992-JQYUN,Male,0,Yes,No,1,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,Yes
-4651,3540-RZJYU,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,Yes
-6722,5481-NTDOH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,No
-3349,0897-FEGMU,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,Yes
-2182,2530-FMFXO,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,No
-952,8467-WYNSR,Male,0,No,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,No
-5833,4976-LNFVV,Male,1,Yes,No,19,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,No
-2586,1051-EQPZR,Female,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,No
-2417,4307-KWMXE,Male,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,No
-1504,1769-GRUIK,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,No
-4927,4774-HHGGS,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,No
-7003,4501-VCPFK,Male,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,No
-3849,5089-IFSDP,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Yes
-6080,9526-BIHHD,Male,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,Yes
-4812,5174-RNGBH,Female,0,No,No,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,Yes
-1121,3696-XRIEN,Female,0,No,No,50,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,No
-3819,6174-NRBTZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,No
-5447,8660-BUETV,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,No
-6782,1596-OQSPS,Female,0,No,No,11,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,No
-1024,7147-AYBAA,Male,0,No,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,No
-5696,0156-FVPTA,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,Yes
-4483,3873-WOSBC,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,No
-5506,8048-DSDFQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No
-4252,5939-XAIXZ,Female,0,No,No,19,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,No
-2795,0709-TVGUR,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Yes
-416,4686-GEFRM,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,No
-2827,1845-ZLLIG,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,No
-4828,8350-NYMVI,Female,0,No,No,39,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,No
-2629,5028-GZLDO,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Yes
-3341,1125-SNVCK,Female,1,No,No,49,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,No
-564,7319-VENRZ,Male,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,No
-1224,3165-HDOEW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes
-142,1095-WGNGG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,No
-3942,6959-UWKHF,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Yes
-2271,0093-EXYQL,Female,1,No,No,40,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,No
-2531,3612-YVGSJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,No
-2004,8565-CLBZW,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,Yes
-1194,8967-SZQAS,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,No
-6965,7789-CRUVC,Female,1,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,No
-1756,0134-XWXCE,Female,1,No,No,44,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,No
-497,0505-SPOOW,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,No
-3477,7801-KICAO,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,No
-6885,7603-USHJS,Male,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Yes
-3315,9659-ZTWSM,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,No
-721,8434-VGEQQ,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,No
-5118,7621-VPNET,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,No
-3859,1732-FEKLD,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,No
-1496,3195-TQDZX,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,No
-6637,1122-YJBCS,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,No
-1520,6184-DYUOB,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,No
-4482,6711-FLDFB,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Yes
-3770,5821-MMEIL,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,No
-3006,9685-WKZGT,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Yes
-5891,4905-JEFDW,Male,0,No,No,11,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,Yes
-5673,6260-XLACS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,No
-108,8597-CWYHH,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,No
-1754,3658-QQJYD,Male,0,No,No,62,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,No
-6741,2180-DXNEG,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96,1062.1,Yes
-1351,7266-GSSJX,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,No
-6110,5438-QMDDL,Female,0,Yes,No,19,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,No
-4888,4393-RYCRE,Male,0,No,No,44,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,No
-5708,7072-MBHEV,Female,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,No
-1973,9675-ICXCT,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,No
-336,6680-NENYN,Female,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,Yes
-4941,1449-XQEMT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Yes
-6201,6458-CYIDZ,Female,1,No,No,5,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,No
-3139,1142-WACZW,Male,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Yes
-5614,3301-VKTGC,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,No
-724,5244-IRFIH,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,Yes
-765,4718-DHSMV,Female,0,No,No,11,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,No
-2997,1891-FZYSA,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,Yes
-3783,1469-LBJQJ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,No
-307,4115-BNPJY,Male,0,Yes,Yes,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,No
-4034,4608-LCIMN,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,No
-3039,5456-ITGIC,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,No
-3846,1767-TGTKO,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,No
-5720,2325-WINES,Female,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,No
-2550,8129-GMVGI,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,No
-6379,0940-OUQEC,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Yes
-1791,2348-KCJLT,Female,0,Yes,No,44,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,No
-3245,0461-CVKMU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,Yes
-2842,1215-VFYVK,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,No
-5729,4072-IPYLT,Female,0,Yes,Yes,36,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815,No
-2053,6173-ITPWD,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065,Yes
-2398,7389-KBFIT,Female,0,Yes,Yes,2,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,No
-71,0731-EBJQB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,No
-4903,7330-WZLNC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,Yes
-3210,9055-MOJJJ,Female,0,Yes,Yes,64,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068,No
-1260,9992-UJOEL,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,No
-1666,8388-DMKAE,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,No
-5522,2619-WFQWU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes
-6377,7851-FLGGQ,Male,0,No,No,1,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Yes
-5500,7139-JZFVG,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,No
-2392,3771-PZOBW,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,No
-6705,3733-ZEECP,Male,0,Yes,Yes,22,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,No
-1695,4906-ZHGPK,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770,No
-1095,7439-DKZTW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,No
-3889,2592-HODOV,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,No
-3667,7826-VVKWT,Female,1,Yes,Yes,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,No
-2902,1658-TJVOA,Female,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,No
-1630,2439-LYPMQ,Male,1,Yes,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,No
-4294,7596-LDUXP,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,No
-1881,4524-QCSSM,Male,0,No,No,26,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,No
-4710,7816-VGHTO,Female,0,Yes,Yes,6,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,No
-1612,3092-IGHWF,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,Yes
-978,6646-QVXLR,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,Yes
-6252,9074-KGVOX,Male,0,Yes,Yes,50,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,No
-4993,5360-XGYAZ,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,No
-2578,0354-WYROK,Female,1,Yes,Yes,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,Yes
-848,9778-OGKQZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92,6782.15,No
-2916,4139-JPIAM,Male,0,No,No,51,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,No
-4010,3727-JEZTU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No
-3912,3882-IYOIJ,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,No
-2154,4335-UPJSI,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,No
-47,7760-OYPDY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,Yes
-3303,7786-WBJYI,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Yes
-1350,4102-HLENU,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,No
-5321,7718-UPSKJ,Female,0,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,No
-446,4110-PFEUZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,Yes
-1743,3768-VHXQO,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,No
-844,3027-ZTDHO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,Yes
-6138,4833-QTJNO,Male,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,No
-2418,0141-YEAYS,Female,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,No
-3742,9822-WMWVG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,No
-3535,3612-YUNGG,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,No
-4081,7665-TOALD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
-1294,5027-XWQHA,Male,0,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,Yes
-2972,9443-JUBUO,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,No
-3834,2325-ZUSFD,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,Yes
-6577,6953-PBDIN,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,No
-5027,3247-ZVOUO,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,Yes
-5553,6629-CZTTH,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,Yes
-1112,2176-LVPNX,Female,1,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,No
-776,9505-SQFSW,Female,0,Yes,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,No
-6655,1705-GUHPV,Female,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,No
-2153,7978-DKUQH,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,No
-4778,7608-RGIRO,Male,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413,No
-4796,3807-BPOMJ,Female,0,Yes,No,55,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,No
-6742,1960-UOTYM,Male,0,Yes,Yes,52,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,No
-4827,9560-ARGQJ,Female,0,No,Yes,16,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81,1312.15,Yes
-3413,5294-DMSFH,Female,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,No
-1851,2485-ITVKB,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,Yes
-1963,7967-HYCDE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,No
-2288,2135-DQWAQ,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,No
-3933,5396-IZEPB,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,No
-3007,6022-UGGSO,Female,1,No,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Yes
-485,7971-HLVXI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,No
-2413,7021-XSNYE,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,No
-4680,1986-PHGZF,Male,1,No,No,18,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,No
-5394,5118-MUEYH,Female,0,Yes,No,48,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,No
-30,3841-NFECX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,No
-1879,3494-JCHRQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Yes
-2684,5440-VHLUL,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,No
-4727,3154-HMWUU,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,No
-6509,0616-ATFGB,Male,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,Yes
-4534,2607-FBDFF,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49,49,No
-4803,3717-LNXKW,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,No
-3298,1336-EZFZY,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,No
-636,7954-MLBUN,Male,0,No,No,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,No
-5543,6646-JPPHA,Female,1,No,No,14,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,No
-2375,0013-SMEOE,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,No
-1083,9878-TNQGW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,Yes
-861,9777-IQHWP,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,No
-3195,0570-BFQHT,Female,0,No,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,No
-903,5285-MVEHD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,No
-2845,9093-FPDLG,Female,0,No,No,11,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,No
-109,2848-YXSMW,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,No
-6774,0970-QXPXW,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No
-3751,2522-AHJXR,Male,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,No
-3620,9373-WSLOY,Male,1,Yes,No,33,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50,1750.85,No
-2338,4277-BWBML,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,No
-5913,6156-UZDLF,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,No
-4538,0378-TOVMS,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Yes
-4915,2436-QBZFP,Female,0,Yes,Yes,22,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,No
-1831,3402-XRIUO,Female,1,Yes,No,22,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,No
-5576,4929-BSTRX,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,Yes
-782,0285-INHLN,Male,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,No
-6877,4501-EQDRN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Yes
-3334,0337-CNPZE,Female,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,Yes
-6708,2272-QAGFO,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Yes
-2862,5027-QPKTE,Male,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Yes
-1825,5423-BHIXO,Female,0,No,No,32,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,No
-1094,1338-CECEE,Male,0,Yes,Yes,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,No
-4928,2718-GAXQD,Female,1,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46,181.6,Yes
-3109,4521-WFJAI,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,No
-2619,3336-JORSO,Female,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,Yes
-4262,5485-WUYWF,Male,1,No,No,2,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,Yes
-3980,8868-WOZGU,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,Yes
-5436,7246-ZGQDF,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,No
-1654,2967-MXRAV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,No
-5860,4512-ZUIYL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70,153.05,Yes
-7041,8361-LTMKD,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Yes
-4567,2697-NQBPF,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,No
-3836,6872-HXFNF,Female,0,Yes,No,64,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,No
-4570,1386-ZIKUV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,No
-6224,2330-PQGDQ,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,No
-4385,1930-BZLHI,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,No
-6421,2999-AANRQ,Female,0,No,No,21,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,No
-2457,5198-EFNBM,Male,1,Yes,No,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,No
-3383,8185-UPYBR,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438,Yes
-2588,5780-INQIK,Female,0,No,No,8,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,No
-1204,6791-YBNAK,Male,0,Yes,Yes,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,No
-2202,5931-FLJJF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Yes
-2648,6131-FOYAS,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,No
-4655,5985-TBABQ,Female,0,No,No,32,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,No
-5425,4998-IKFSE,Female,0,No,No,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,No
-4674,0980-FEXWF,Male,0,Yes,Yes,26,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,No
-7004,6075-SLNIL,Male,0,No,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,No
-1770,7279-BUYWN,Female,1,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,Yes
-829,5337-IIWKZ,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,No
-7031,3605-JISKB,Male,1,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60,3316.1,No
-6814,2267-WTPYD,Female,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94,5438.95,No
-627,6797-UCJHZ,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,No
-4125,2716-GFZOR,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,No
-925,5393-HJZSM,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,No
-295,8203-XJZRC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,No
-1052,7013-PSXHK,Female,0,No,No,40,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,No
-3688,5312-UXESG,Female,0,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,No
-3563,6741-EGCBI,Male,1,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,No
-2260,6204-IEUXJ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,Yes
-944,6353-BRMMA,Female,0,Yes,Yes,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,No
-5599,2344-JMOGN,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,Yes
-5839,2077-MPJQO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,No
-12,8091-TTVAX,Male,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,No
-1117,6900-RBKER,Male,0,No,No,52,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,No
-6087,8319-QBEHW,Male,0,No,Yes,26,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,No
-5369,9860-LISIZ,Female,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,No
-3903,5206-XZZQI,Male,0,No,No,53,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,No
-6452,9529-OFXHY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,No
-1319,1725-MIMXW,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Yes
-3947,4324-AHJKS,Female,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,No
-6883,2133-TSRRM,Female,0,No,Yes,34,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,No
-6440,2809-ZMYOQ,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,No
-3213,4032-RMHCI,Female,0,Yes,Yes,41,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,No
-6263,8409-WQJUX,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,No
-3252,1536-YHDOE,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,No
-653,1140-UKVZG,Female,0,No,No,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,No
-3992,2987-BJXIK,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,No
-6409,3653-NCRDJ,Male,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,No
-3982,9365-CSLBQ,Male,0,No,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,No
-2431,8263-JQAIK,Male,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Yes
-6870,3452-SRFEG,Male,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,No
-5527,5985-BEHZK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105,7578.05,No
-3706,4993-JCRGJ,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,No
-2423,1133-KXCGE,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,No
-6240,6521-YYTYI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,Yes
-2804,6158-DWPZT,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Yes
-4881,2305-MRGLV,Male,0,Yes,No,28,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,No
-570,7293-LSCDV,Female,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,No
-1448,2958-NHPPS,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,No
-4532,2154-KVJFF,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Yes
-6651,2038-YSEZE,Female,0,No,No,29,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,No
-1745,2418-TPEUN,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,No
-3434,1877-HKBQX,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,No
-4420,1544-JJMYL,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,No
-287,5583-SXDAG,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70,70,Yes
-1738,8646-JCOMS,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,No
-6345,6048-QBXKL,Female,1,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,No
-6213,8999-EXMNO,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,No
-2664,6242-SGYTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,No
-3832,4626-OZDTJ,Female,0,Yes,No,51,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,No
-6092,4024-CSNBY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,No
-3424,4112-LUEIZ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,Yes
-5770,6252-DFGTK,Female,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,No
-1684,4422-QVIJA,Female,0,No,Yes,35,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,No
-4578,7766-CLTIC,Female,0,No,No,10,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,No
-1338,1934-SJVJK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes
-2952,5260-UMPWX,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,No
-5776,4291-TPNFG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,No
-3135,4803-AXVYP,Female,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,Yes
-6821,8784-CGILN,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,Yes
-2258,9150-HEPMB,Male,0,No,No,56,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,No
-4015,8570-KLJYJ,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,No
-4253,9054-FOWNV,Male,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,No
-3053,0960-HUWBM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,No
-2498,1134-YWTYF,Male,0,Yes,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,No
-5471,3002-WQZWT,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,No
-1564,2660-EMUBI,Male,1,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,Yes
-5372,2786-GCDPI,Female,1,No,No,50,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,No
-6957,3914-FDRHP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,No
-5885,0269-XFESX,Male,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,No
-2185,7619-ODSGN,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Yes
-5519,2043-WVTQJ,Male,0,Yes,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,No
-1231,0384-RVBPI,Male,0,No,No,20,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,No
-4418,0378-XSZPU,Male,0,Yes,No,58,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,Yes
-1258,5529-GIBVH,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,No
-2254,7322-OCWHC,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,No
-1951,8735-IJJEG,Male,0,Yes,No,14,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,No
-6543,8050-XGRVL,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,No
-113,4846-WHAFZ,Female,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Yes
-5976,6907-CQGPN,Male,0,No,No,29,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,No
-5149,3970-XGJDU,Female,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,No
-4813,8631-WUXGY,Female,0,No,Yes,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,No
-507,7218-HKQFK,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,Yes
-3545,6212-ATMLK,Female,0,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,No
-3807,8625-AZYZY,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,Yes
-2932,7740-BTPUX,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,No
-2515,8869-LIHMK,Female,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,No
-3402,4951-UKAAQ,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,Yes
-4099,6624-JDRDS,Female,0,No,No,6,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,No
-6623,9248-OJYKK,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Yes
-350,0513-RBGPE,Male,0,Yes,Yes,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,No
-4147,3836-FZSDJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901,No
-3542,1301-LOPVR,Male,0,Yes,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,No
-3759,7479-NITWS,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,Yes
-1114,3312-UUMZW,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,No
-4958,0060-FUALY,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,No
-298,2985-JUUBZ,Male,0,Yes,Yes,40,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,No
-3318,5016-ETTFF,Male,0,No,No,10,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,Yes
-5586,1998-VHJHK,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,No
-6654,1925-TIBLE,Female,0,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,Yes
-5362,0485-ZBSLN,Male,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,No
-5746,4817-QRJSX,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81,818.05,Yes
-2840,7299-GNVPL,Female,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,No
-229,0945-TSONX,Female,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,No
-5958,6859-RKMZJ,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,No
-2992,4177-JPDFU,Male,0,No,No,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34,442.45,No
-6905,4459-BBGHE,Male,0,No,Yes,30,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,No
-5706,5196-SGOAK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,75.7,Yes
-4519,0103-CSITQ,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,No
-2103,7206-PQBBZ,Male,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,No
-6443,7727-SHVZV,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No
-2677,2608-BHKFN,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Yes
-4526,4860-IJUDE,Male,0,No,No,13,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,No
-4695,9509-MPYOD,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,No
-1614,3813-DHBBB,Male,0,Yes,No,67,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,No
-607,8672-OAUPW,Male,0,No,Yes,51,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,No
-5312,9564-KCLHR,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,Yes
-1093,8659-IOOPU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,No
-5700,3312-ZWLGF,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,No
-6918,8267-ZNYVZ,Female,0,Yes,No,33,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,Yes
-6684,0305-SQECB,Female,0,No,Yes,11,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,No
-203,7018-WBJNK,Male,0,No,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,No
-2855,8922-NPKBJ,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,No
-3961,7421-ZLUPA,Female,0,No,No,8,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,No
-837,6982-SSHFK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes
-4215,9031-ZVQPT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,No
-1230,0178-SZBHO,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,No
-5339,3370-GQEAL,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,No
-1609,3584-WKTTW,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,No
-4410,0848-ZGQIJ,Female,0,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,No
-4745,6116-RFVHN,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,No
-5679,5229-PRWKT,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,Yes
-2569,8237-ULIXL,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,No
-6005,3915-ODIYG,Male,1,No,No,60,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,No
-4553,5914-XRFQB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,No
-2484,6476-EPYZR,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,No
-5367,9227-YBAXE,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,No
-2440,2171-UDMFD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,No
-2614,3351-NQLDI,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Yes
-657,7838-LAZFO,Male,0,Yes,No,45,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,No
-790,7131-ZQZNK,Female,0,Yes,Yes,60,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,No
-2388,9822-OAOVB,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,No
-6130,5614-DNZCE,Female,0,No,No,58,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,No
-1359,7943-RQCHR,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,Yes
-5160,9840-EFJQB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,No
-2347,7089-RKVSZ,Male,0,Yes,Yes,8,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,No
-4764,2962-XPMCQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Yes
-2523,9081-WWXKP,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,No
-5341,2982-IHMFT,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Yes
-6149,3069-SSVSN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,No
-5874,2968-SSGAA,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,Yes
-6209,3417-TSCIC,Male,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,No
-5378,5320-BRKGK,Female,0,Yes,Yes,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,No
-3161,1345-ZUKID,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,No
-3226,0750-EKNGL,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,No
-6012,5685-IIXLY,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,Yes
-1780,0516-VRYBW,Female,0,No,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Yes
-2618,1069-QJOEE,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,No
-803,3174-AKMAS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,No
-857,2207-NHRJK,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,Yes
-5514,0623-GDISB,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,No
-5184,7570-WELNY,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,No
-4961,6954-OOYZZ,Male,0,Yes,No,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,No
-219,6496-JDSSB,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80,624.6,No
-1288,2616-FLVQC,Male,0,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,No
-582,2865-TCHJW,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,Yes
-43,4671-VJLCL,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,No
-1234,4525-VZCZG,Male,0,No,Yes,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,No
-4830,0536-ESJEP,Male,0,Yes,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,No
-6815,0270-THENM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,No
-1892,1636-NTNCO,Male,1,No,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,No
-4267,1227-UDMZR,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,No
-6162,9000-PLFUZ,Female,1,Yes,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,No
-3918,6319-IEJWJ,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,Yes
-5822,9112-WSNPU,Female,1,No,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419,No
-1071,3097-NNSPB,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Yes
-718,1853-ARAAQ,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,No
-2364,4559-UWIHT,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185,No
-1505,5240-IJOQT,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes
-670,5642-MHDQT,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,No
-4221,7926-IJOOU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,No
-5632,5567-GZKQY,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,No
-4030,4256-ZWTZI,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51,286.8,No
-897,0678-RLHVP,Female,0,No,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,No
-5667,6469-QJKZW,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,No
-2836,6988-CJEYV,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,No
-1530,3703-VAVCL,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90,190.05,Yes
-4556,3750-CKVKH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Yes
-5621,6424-ELEYH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Yes
-2955,4626-GYCZP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,Yes
-6468,2599-CZABP,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,No
-2908,7780-OTDSO,Male,0,Yes,No,18,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,Yes
-6825,5022-KVDQT,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,No
-5366,8232-CTLKO,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,No
-1874,5129-HHMZC,Female,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,No
-2370,6993-YGFJV,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,No
-1769,3144-KMTWZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,No
-5114,5371-VYLSX,Female,1,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,No
-5577,4163-HFTUK,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,No
-1983,7336-RLLRH,Male,0,Yes,No,27,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,No
-531,1403-GYAFU,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,No
-5039,4713-LZDRV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,Yes
-5317,1213-NGCUN,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Yes
-6082,4523-WXCEF,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,Yes
-5330,5747-PMBSQ,Male,1,Yes,No,10,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,Yes
-2163,4021-RQSNY,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,Yes
-731,6621-YOBKI,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,No
-2339,4094-NSEDU,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,Yes
-6876,6341-AEVKX,Female,0,Yes,No,62,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,No
-2232,6479-SZPLM,Male,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,No
-6157,6776-TLWOI,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Yes
-2926,0106-UGRDO,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116,8182.85,No
-1255,4030-VPZBD,Female,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,Yes
-2104,3106-ULWFW,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Yes
-5144,1078-TDCRN,Female,1,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,No
-3879,7359-PTSXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,Yes
-898,4315-MURBD,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,Yes
-428,4360-PNRQB,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,No
-4857,6344-SFJVH,Female,0,No,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,No
-2893,7854-EDSSA,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59,1254.7,Yes
-5509,1809-DMJHQ,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46,221.7,Yes
-6371,1535-VTJOQ,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553,No
-1222,9091-WTUUY,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,No
-5352,6559-PDZLR,Male,0,No,No,26,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537,No
-6032,9090-SGQXL,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,Yes
-4038,2525-GVKQU,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093,No
-4609,2519-TWKFS,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,No
-3176,5044-XDPYX,Female,0,Yes,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,No
-1096,4646-QZXTF,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,No
-2072,5986-WWXDV,Male,0,No,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,No
-6358,1027-LKKQQ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,No
-3842,1194-HVAIF,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95,2462.55,No
-5940,9711-FJTBX,Male,0,Yes,Yes,56,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,No
-1788,7416-CKTEP,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,No
-5101,6591-QGOYB,Male,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,No
-6549,5909-ECHUI,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,Yes
-528,7601-GNDYK,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,No
-3143,5924-IFQTT,Male,0,Yes,Yes,13,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,No
-192,2984-RGEYA,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,No
-6251,9374-YOLBJ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,No
-1126,0927-LCSMG,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,Yes
-2689,8628-MFKAX,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,No
-2707,7938-OUHIO,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,Yes
-6890,7470-DYNOE,Male,0,No,No,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,No
-304,2240-HSJQD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,No
-2957,2674-MIAHT,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,No
-1292,8390-FESFV,Female,0,No,No,62,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,No
-70,2273-QCKXA,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,No
-5978,0239-OXEXL,Female,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,No
-4394,0228-MAUWC,Male,0,No,No,19,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,No
-2615,9297-EONCV,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,No
-831,9650-VBUOG,Male,0,Yes,Yes,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,No
-3075,5569-IDSEY,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,No
-1456,3473-XIIIT,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100,1534.75,Yes
-4287,6425-YQLLO,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,Yes
-238,0094-OIFMO,Female,1,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95,1120.3,Yes
-92,7233-PAHHL,Male,0,Yes,Yes,66,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84,5714.25,No
-2687,5213-TWWJU,Male,0,No,No,28,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91,2626.15,No
-6256,3751-KTZEL,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,Yes
-6115,3831-YCPUO,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,No
-5515,2892-GESUL,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,No
-4304,9732-OUYRN,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19,918.7,No
-5187,2080-CAZNM,Female,1,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,No
-4417,0515-YPMCW,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes
-1001,1989-PRJHP,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Yes
-3857,3675-EQOZA,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No
-6750,2144-ESWKO,Male,0,No,No,43,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,No
-2377,9308-ANMVE,Male,0,No,Yes,47,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,No
-3758,8885-QSQBX,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,No
-3532,9474-PHLYD,Female,0,No,No,15,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,Yes
-3554,1077-HUUJM,Female,0,No,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,No
-1532,4881-GQJTW,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,No
-2410,3503-TYDAY,Female,0,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,No
-4254,2683-BPJSO,Male,0,Yes,No,29,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Yes
-411,4163-NCJAK,Female,0,Yes,No,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,No
-3296,2229-VWQJH,Female,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,No
-6757,5294-CDGWY,Male,0,Yes,Yes,51,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,Yes
-6503,7781-EWARA,Male,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,No
-5171,3566-VVORZ,Female,0,Yes,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,No
-5866,7526-IVLYU,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,No
-3322,8058-JMEQO,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,Yes
-3231,9938-EKRGF,Female,0,No,No,15,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,No
-6423,0480-KYJVA,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,No
-5361,2495-TTHBQ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,No
-4397,7663-YJHSN,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,No
-633,7665-VIGUD,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,No
-498,6235-VDHOM,Female,1,No,No,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,Yes
-2463,7994-UYIVZ,Male,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,No
-3792,6712-OAWRH,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,Yes
-637,2077-DDHJK,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,No
-720,4697-LUPSU,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,No
-288,3488-PGMQJ,Male,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,Yes
-757,0030-FNXPP,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,No
-2543,0952-KMEEH,Male,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,Yes
-4762,7594-LZNWR,Male,1,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,No
-4162,0769-MURVM,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,No
-4207,8706-HRADD,Male,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,No
-4058,2873-ZLIWT,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,Yes
-596,8208-EUMTE,Male,0,No,No,16,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,No
-5465,6933-FHBZC,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,No
-1068,5536-RTPWK,Male,0,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,Yes
-1942,3764-MNMOI,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,No
-1647,5442-XSDCW,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,Yes
-3378,5766-FTRTS,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,No
-1700,6961-MJKBO,Male,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943,No
-5646,5510-BOIUJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Yes
-4159,6917-YACBP,Female,1,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,No
-2697,6461-SZMCV,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,No
-4373,7632-YUTXB,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,No
-3966,8915-NNTRC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,No
-6854,9700-ZCLOT,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,32.7,No
-86,4808-YNLEU,Female,0,Yes,No,35,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,No
-2308,3324-OIRTO,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,No
-4741,6583-KQJLK,Female,1,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,No
-3827,6870-ECSHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,No
-2847,6985-HAYWX,Female,0,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,No
-1029,4184-TJFAN,Female,1,Yes,Yes,3,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,Yes
-3656,4039-PIMHX,Male,1,Yes,No,49,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,No
-3786,0064-YIJGF,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929,No
-2144,1763-WQFUK,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,No
-6573,1094-BKOSX,Female,0,Yes,Yes,45,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51,2264.5,No
-1200,5370-IIVVL,Male,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778,No
-2025,1488-PBLJN,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,No
-621,0516-UXRMT,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,No
-6402,8510-TMWYB,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,No
-566,6967-QIQRV,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,No
-1837,1349-WXNGG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Yes
-1334,1768-ZAIFU,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Yes
-5690,0336-KXKFK,Male,0,No,No,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,No
-6697,8080-POTJR,Female,0,No,No,30,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,No
-2099,2190-BCXEC,Female,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,No
-6695,6253-GNHWH,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,No
-2644,2011-TRQYE,Male,0,No,No,18,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600,Yes
-5501,4987-GQWPO,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,No
-1688,4735-BJKOU,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,No
-745,2499-AJYUA,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,No
-5398,3936-QQFLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,No
-2820,3251-YMVWZ,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,No
-2187,8879-XUAHX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,No
-195,2604-IJPDU,Female,0,Yes,No,20,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,No
-1152,4320-QMLLA,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,No
-2650,5609-IMCGG,Female,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,No
-4633,1820-DJFPH,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,No
-802,8859-AXJZP,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,No
-4303,3284-SVCRO,Female,0,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,No
-2350,8739-XNIKG,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84,424.75,No
-6662,6810-VCAEX,Female,0,No,No,47,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,No
-5661,4396-KLSEH,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63,No
-2068,9079-LWTFD,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,No
-5434,9921-EZKBY,Male,0,No,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,No
-644,8404-VLQFB,Female,0,Yes,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,No
-6222,0130-SXOUN,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,No
-5272,8780-IXSTS,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,Yes
-3892,3824-RHKVR,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,No
-4884,2359-KLTEK,Female,0,Yes,Yes,41,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848,No
-120,1091-SOZGA,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,No
-1777,2155-AMQRX,Female,0,No,No,28,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,No
-6661,3704-IEAXF,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784,No
-5656,7312-XSBAT,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,No
-2135,4010-YLMVT,Female,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,No
-3951,5915-ANOEI,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,No
-5768,8679-LZBMD,Male,0,Yes,No,44,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,No
-134,2372-HWUHI,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,Yes
-6216,7162-WPHPM,Male,0,Yes,Yes,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,No
-6617,8822-KNBHV,Female,0,No,No,48,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,No
-3095,0315-LVCRK,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,No
-2559,8263-QMNTJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,No
-62,0526-SXDJP,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962,No
-4587,5201-USSQZ,Female,0,Yes,No,26,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,No
-6129,4132-POCZS,Male,0,Yes,No,52,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,No
-3487,9257-AZMTZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,No
-3358,5447-VYTKW,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,No
-3771,5960-WPXQM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,Yes
-679,2826-UWHIS,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,No
-4486,7251-XFOIL,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,No
-741,6923-JHPMP,Female,0,No,No,2,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,No
-1211,1373-ORVIZ,Female,0,Yes,Yes,11,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Yes
-2170,8220-OCUFY,Female,0,No,No,21,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,No
-3689,9488-HGMJH,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Yes
-6215,2446-BEGGB,Female,1,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,Yes
-567,5781-RFZRP,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,No
-1873,0973-KYVNF,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,No
-4295,3740-RLMVT,Male,1,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,No
-2596,5837-LXSDN,Female,0,Yes,Yes,21,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,No
-1717,0404-AHASP,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,No
-1392,1934-MKPXS,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,No
-5282,3049-SOLAY,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,Yes
-3544,8914-RBTSB,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,Yes
-3613,1925-LFCZZ,Male,1,No,No,55,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,No
-489,8372-JUXUI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes
-4022,5863-OOKCL,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,No
-690,8262-COGGB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No
-5019,3320-VEOYC,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,No
-602,1096-ADRUX,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,No
-1911,5668-MEISB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,No
-7040,4801-JZAZL,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,No
-4525,6578-KRMAW,Male,0,No,No,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,No
-6365,8884-ADFVN,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,Yes
-5829,6933-VLYFX,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,No
-3235,4825-XJGDM,Female,0,No,No,61,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,No
-2366,1846-XWOQN,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Yes
-1187,8089-UZWLX,Female,1,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,No
-274,5940-AHUHD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,Yes
-3978,0432-CAJZV,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,No
-1361,3249-ZPQRG,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,Yes
-6271,6726-WEXXK,Male,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,No
-1526,2984-AFWNC,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,No
-3312,9122-UMROB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No
-3023,0238-WHBIQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,No
-6941,2405-LBMUW,Female,0,Yes,Yes,61,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,No
-4246,5153-LXKDT,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,No
-4617,3007-FDPEA,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,No
-6619,2791-SFVEW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,No
-1337,6265-FRMTQ,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,No
-945,6680-WKXRZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Yes
-6787,3174-RKMOW,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,No
-2250,0829-DDVLK,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,No
-5783,1415-YFWLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,Yes
-3473,7599-FKVXZ,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Yes
-3044,5692-FPTAH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Yes
-2346,0020-INWCK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,No
-68,3170-NMYVV,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,No
-5152,8807-OPMBM,Female,0,Yes,Yes,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388,No
-4996,3557-HTYWR,Female,0,No,No,47,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,No
-1598,7552-KEYGT,Male,0,Yes,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,No
-3309,6061-PQHMK,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,No
-5059,6907-NZZIJ,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,Yes
-4560,2252-ISRNH,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,No
-1503,0481-SUMCB,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,No
-4365,4737-HOBAX,Male,0,Yes,No,63,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,No
-150,3780-YVMFA,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,No
-4310,8908-NMQTX,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,No
-2086,2955-BJZHG,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,Yes
-6417,9776-CLUJA,Female,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Yes
-2259,9030-QGZNL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,No
-3049,0268-QKIWO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Yes
-5804,1555-HAPSU,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,No
-5424,6435-VWCCY,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,No
-6793,1320-GVNHT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,No
-859,5275-PMFUT,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,No
-6196,2988-QRAJY,Male,0,No,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,No
-2718,7274-CGTOD,Male,0,No,No,62,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,No
-4490,0442-ZXKVS,Female,1,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,No
-3193,1407-DIGZV,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52,No
-366,9069-LGEUL,Male,0,Yes,No,23,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,No
-1432,9046-DQMTP,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,No
-4923,6075-QMNRR,Female,0,No,No,52,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,No
-1779,5091-HFAZW,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,No
-4280,9135-HSWOC,Male,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No
-3258,7365-BVCJH,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,No
-1818,4450-MDZFX,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,No
-6884,7384-GHBPI,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,Yes
-841,0392-BZIUW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105,7589.8,No
-1189,3916-NRPAP,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,No
-175,1744-JHKYS,Female,0,Yes,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,No
-3684,2842-BCQGE,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,No
-617,7134-MJPDY,Female,1,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,No
-2093,5555-RNPGT,Male,0,No,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,No
-6535,0520-FDVVT,Male,0,No,No,35,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,Yes
-4092,0670-KDOMA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No
-3717,0655-YDGFJ,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,No
-1030,8329-GWVPJ,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,No
-3671,8816-VXNZD,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Yes
-300,0895-LMRSF,Male,0,No,No,23,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,No
-1472,9283-LZQOH,Male,0,Yes,Yes,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Yes
-283,9577-WJVCQ,Female,0,No,No,68,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,No
-2028,4452-ROHMO,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,No
-3491,4682-BLBUC,Male,0,Yes,No,44,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,No
-6111,9812-GHVRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,No
-5582,7601-DHFWZ,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24,1183.05,No
-1813,0817-HSUSE,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,No
-1271,4598-ZADCK,Female,0,No,No,53,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,No
-2716,7883-ROJOC,Female,0,Yes,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,No
-4545,6145-NNPNO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,No
-3646,9738-QLWTP,Male,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,No
-2313,9154-QDGTH,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,No
-2008,9430-FRQOC,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,Yes
-4231,7998-WNZEM,Male,0,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,No
-2642,2195-ZRVAX,Female,0,Yes,No,47,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,Yes
-3265,9722-UJOJR,Male,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Yes
-6415,8224-UAXBZ,Female,0,Yes,No,58,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,No
-3796,8614-VGMMV,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Yes
-6917,2904-GGUAZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,No
-3194,6397-JNZZG,Female,1,Yes,No,43,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,Yes
-99,4598-XLKNJ,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,Yes
-5087,8739-QOTTN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,No
-744,1635-FJFCC,Female,0,No,No,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,No
-6513,1794-SWWKL,Male,0,Yes,Yes,15,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,No
-480,0486-LGCCH,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,No
-4650,6509-TSGWN,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,No
-6839,4078-SAYYN,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,Yes
-4962,7088-FBAWU,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,No
-1157,5268-DSMNQ,Female,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,No
-1437,1666-JZPZT,Male,0,No,No,27,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49,1291.35,No
-2414,9621-OUPYD,Female,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,No
-4100,0608-JDVEC,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,No
-402,0979-PHULV,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Yes
-2195,9891-NQDBD,Female,0,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,No
-949,6169-PPETC,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,No
-3781,8873-TMKGR,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,No
-2067,4832-VRBMR,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,No
-4769,2878-DHMIN,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666,No
-4918,6582-PLFUU,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,No
-668,3859-CVCET,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,Yes
-218,2040-LDIWQ,Male,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,No
-1962,3511-APPBJ,Male,0,No,No,23,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,No
-3010,3865-QBWSJ,Male,1,No,Yes,38,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,No
-3519,5019-GQVCR,Male,1,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,No
-2213,5197-YPYBZ,Female,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,No
-2633,4837-QUSFT,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,No
-4077,0916-QOFDP,Female,1,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,No
-3555,6331-EWIEB,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,Yes
-4708,5181-OABFK,Female,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,No
-4657,6743-HHQPF,Male,0,Yes,No,42,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,No
-2145,1391-UBDAR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,No
-777,7314-OXENN,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82,184.65,Yes
-2434,1465-WCZVT,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,No
-4536,3428-XZMAZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes
-3909,1093-YSWCA,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,No
-4643,1230-QAJDW,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,No
-1491,8605-ITULD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
-2917,2181-TIDSV,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,No
-5780,1722-LDZJS,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,No
-6405,5298-GSTLM,Female,1,No,No,60,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,No
-5265,4274-DRSQT,Female,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,No
-4017,9473-CBZOP,Female,0,No,No,28,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59,1654.45,No
-517,6705-LXORM,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,No
-4740,2778-OCLGR,Male,1,Yes,No,24,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Yes
-6869,5906-CVLHP,Female,0,Yes,Yes,45,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,Yes
-3822,6137-NICCO,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,No
-4818,8348-JLBUG,Male,1,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,No
-6857,1930-WNXSB,Male,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,No
-3340,6015-VVHHE,Female,1,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,Yes
-4878,7869-ZYDST,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,No
-568,0939-YAPAF,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,Yes
-360,9294-TDIPC,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,No
-3123,6692-YQHXC,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,No
-4574,8999-XXGNS,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,No
-6472,1150-FTQGN,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,No
-3025,6651-RLGGM,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,No
-759,5684-FJVYR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,No
-3590,9447-YPTBX,Female,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,No
-6743,2740-JFBOK,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24,226.55,No
-5714,6108-OQZDQ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,Yes
-4663,0722-TROQR,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Yes
-214,2504-DSHIH,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,No
-6837,6229-LSCKB,Male,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,No
-3833,9169-BSVIN,Male,0,No,No,12,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,No
-2858,9512-PHSMG,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,No
-4733,1319-YLZJG,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,No
-4078,0628-CNQRM,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,Yes
-3148,2452-SNHFZ,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,No
-1473,7079-QRCBC,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,Yes
-2244,0866-QLSIR,Female,0,No,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,Yes
-725,6549-YMFAW,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,No
-3995,0618-XWMSS,Male,0,No,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Yes
-49,2954-PIBKO,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,No
-6406,4450-YOOHP,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,No
-887,1258-YMZNM,Female,1,No,No,27,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,No
-6159,5857-XRECV,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,No
-5033,7298-IZWLY,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No
-6357,8079-XRJRS,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,Yes
-516,3482-ABPKK,Female,0,No,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,No
-3000,7613-LLQFO,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,Yes
-139,0390-DCFDQ,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes
-3003,2640-PMGFL,Male,0,No,Yes,27,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,Yes
-3979,7008-LZVOZ,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,No
-6400,7921-BEPCI,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265,No
-6446,2205-LPVGL,Male,1,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,No
-463,3811-VBYBZ,Male,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,Yes
-4329,2979-SXESE,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,Yes
-1233,1299-AURJA,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,No
-594,9244-ZVAPM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,No
-450,8592-PLTMQ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,No
-3768,3537-HPKQT,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,No
-3214,0549-CYCQN,Male,1,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,No
-5798,4548-SDBKE,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,Yes
-312,1557-EMYVT,Female,0,No,No,43,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,No
-3411,7056-IMHCC,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,Yes
-4245,9625-RZFUK,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,No
-6672,2346-CZYIL,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,No
-451,5760-WRAHC,Female,1,No,No,22,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,No
-5686,4369-HTUIF,Male,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,Yes
-890,5898-IGSLP,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823,No
-2763,2250-IVBWA,Male,0,Yes,Yes,64,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,No
-4320,5324-KTGCG,Male,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,No
-1506,8819-WFGGJ,Male,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,No
-6909,9108-EJFJP,Female,0,Yes,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,No
-6587,7426-GSWPO,Male,1,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,No
-999,3234-VKACU,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,No
-389,5522-JBWMO,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No
-2330,1104-FEJAM,Male,0,Yes,Yes,28,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,No
-1476,5067-DGXLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,No
-2240,3398-GCPMU,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,No
-6327,3736-BLEPA,Male,0,No,No,28,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,No
-6337,2696-ECXKC,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,No
-5875,2296-DKZFP,Female,0,Yes,No,65,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71,4386.2,No
-5938,9971-ZWPBF,Male,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,No
-2775,2634-HCZGT,Male,1,Yes,No,53,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,Yes
-1923,7696-CFTAT,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,No
-758,2189-WWOEW,Female,0,No,Yes,15,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Yes
-6595,5702-KVQRD,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,No
-6161,4343-EJVQB,Male,0,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,No
-1293,3022-BEXHZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,No
-6206,2279-AXJJK,Male,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,No
-6913,8213-TAZPM,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,No
-3268,6778-EICRF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,No
-1907,2272-UOINI,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,No
-5641,7452-FOLON,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,No
-4880,1215-EXRMO,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,No
-368,9571-EDEBV,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,No
-1937,0854-UYHZD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,No
-1151,8992-CEUEN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,No
-4461,0082-OQIQY,Male,0,No,No,29,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,No
-6666,0822-QGCXA,Female,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,No
-6928,5306-BVTKJ,Male,0,Yes,Yes,48,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,No
-191,2472-OVKUP,Male,0,Yes,No,6,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91,531,Yes
-6069,8097-OMULG,Male,0,Yes,Yes,59,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,No
-5762,1421-HCERK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,No
-174,5918-VUKWP,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,No
-1903,3318-NMQXL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92,266.8,No
-1099,6921-OZMFH,Male,0,Yes,Yes,5,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,No
-4661,9415-ZNBSX,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89,6293.2,No
-2927,5542-TBBWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,No
-2292,7401-JIXNM,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965,No
-6225,1452-UZOSF,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,No
-6850,0531-XBKMM,Male,0,No,Yes,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,No
-3946,5154-VEKBL,Female,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,Yes
-6052,2516-XSJKX,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,No
-1164,4782-OSFXZ,Female,1,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,No
-3767,9351-HXDMR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,No
-4031,8309-PPCED,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,No
-2939,8802-UNOJF,Male,1,No,No,12,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,Yes
-5241,7753-USQYQ,Male,0,No,No,55,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,No
-4975,4822-LPTYJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,No
-1661,3761-FLYZI,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,No
-508,4636-QRJKY,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,Yes
-166,3376-BMGFE,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273,Yes
-4266,5445-PZWGX,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102,6529.25,Yes
-4834,6857-TKDJV,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,No
-4240,1567-DSCIC,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94,773.65,Yes
-4742,8544-JNBOX,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,No
-103,5386-THSLQ,Female,1,Yes,No,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,No
-5430,6331-LWDTQ,Male,0,No,No,10,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,Yes
-4258,9360-AHGNL,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,Yes
-4241,2150-UWTFY,Female,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,Yes
-3795,1508-DFXCU,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912,No
-5386,6143-JQKEA,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,No
-1752,7801-CEDNV,Male,0,Yes,No,27,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,No
-6286,2717-HVIZY,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,No
-6688,0064-SUDOG,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,No
-2899,6164-HAQTX,Male,0,No,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,No
-1658,1228-FZFRV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,Yes
-152,1679-JRFBR,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,No
-4102,1919-RTPQD,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,No
-2483,7641-EUYET,Male,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,Yes
-1583,2720-FVBQP,Female,0,Yes,Yes,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,No
-5923,8035-PWSEV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,No
-2552,3547-LQRIK,Female,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,No
-6990,0376-OIWME,Male,0,Yes,No,36,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,No
-4624,0325-XBFAC,Male,0,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,Yes
-3583,2292-XQWSV,Male,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,No
-5166,2252-JHJGE,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104,6363.45,No
-2941,6176-YJWAS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,No
-6147,6383-ZTSIW,Female,1,Yes,No,39,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,No
-2209,4365-MSDYN,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,No
-4326,1455-ESIQH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,Yes
-4233,4664-NJCMS,Female,0,Yes,No,33,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,No
-1822,4911-BANWH,Female,0,No,Yes,31,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,Yes
-5428,7394-FKDNK,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,Yes
-3935,8285-ABVLB,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,No
-4220,4644-OBGFZ,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,No
-4454,8410-BGQXN,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,No
-309,4091-TVOCN,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,No
-212,7157-SMCFK,Male,0,No,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,No
-3497,9799-CAYJJ,Female,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,No
-4213,3683-QKIUE,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Yes
-5880,3538-WZPHD,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,Yes
-495,8205-OTCHB,Male,0,No,No,22,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,Yes
-205,7674-YTAFD,Female,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,No
-1434,1571-SAVHK,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,Yes
-1135,1779-PWPMG,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,No
-2584,3969-JQABI,Female,0,Yes,No,58,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,No
-868,3313-QKNKB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,Yes
-2749,9086-YJYXS,Male,0,Yes,Yes,34,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,No
-305,1248-DYXUB,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,No
-1849,0621-TWIEM,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Yes
-3121,8679-JOEVF,Female,1,No,No,16,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,Yes
-1988,3424-NMNBO,Male,1,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,Yes
-2798,7209-JCUDS,Male,0,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,Yes
-6889,7952-OBOYL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,No
-1534,7876-DNYAP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,No
-843,6549-NNDYT,Female,0,No,No,13,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,No
-1987,5419-KLXBN,Female,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,Yes
-5629,5028-HTLJB,Male,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Yes
-4725,1541-ETJZO,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,Yes
-3552,6999-CHVCF,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,No
-383,5167-ZFFMM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Yes
-1538,6326-MTTXK,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,Yes
-211,4195-NZGTA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,No
-1957,5619-PTMIK,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,No
-4601,3932-IJWDZ,Male,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,No
-2438,7089-IVVAZ,Female,0,No,No,8,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,Yes
-2727,3387-VATUS,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,Yes
-3257,5482-VXSXJ,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,No
-3787,2386-OWURY,Female,0,No,No,58,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,No
-1349,2625-TRCZQ,Female,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,No
-4402,9039-RBEEE,Male,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,Yes
-2984,6765-MBQNU,Female,0,Yes,No,26,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26,684.05,No
-5385,0843-WTBXE,Male,0,No,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,Yes
-680,1448-PWKYE,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80,80,Yes
-180,6317-YPKDH,Female,0,No,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Yes
-6702,2027-CWDNU,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,No
-6723,2068-WWXQZ,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902,No
-6504,6110-OHIHY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,Yes
-6068,3945-GFWQL,Female,0,No,Yes,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Yes
-278,8645-KWHJO,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55,771.95,No
-2970,2815-CPTUL,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Yes
-6701,0516-OOHAR,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799,No
-2480,0397-GZBBC,Male,1,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,Yes
-289,3580-REOAC,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Yes
-4370,8200-KLNYW,Female,0,Yes,No,21,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,No
-5284,3317-HRTNN,Female,1,No,No,5,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198,Yes
-993,9108-EQPNQ,Female,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,No
-2236,3420-ZDBMA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,No
-5438,0727-IWKVK,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,Yes
-39,8168-UQWWF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,Yes
-4963,8313-AFGBW,Male,0,Yes,No,47,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,No
-2754,6351-SCJKT,Male,0,No,No,3,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,No
-5643,0231-LXVAP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,Yes
-3722,8328-SKJNO,Male,0,No,Yes,23,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,No
-270,4385-GZQXV,Female,1,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,Yes
-3002,9513-DXHDA,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,No
-2883,7225-IILWY,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,No
-5837,2969-QWUBZ,Female,0,No,No,2,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,No
-3128,2739-CCZMB,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122,No
-5899,9943-VSZUV,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,No
-111,4549-ZDQYY,Female,0,No,No,52,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,No
-1391,9885-AIBVB,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,No
-2600,2262-SLNVK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,No
-220,9408-SSNVZ,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Yes
-5890,0383-CLDDA,Female,0,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,No
-4071,6537-QLGEX,Female,0,No,No,16,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,No
-5658,2371-JQHZZ,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93,2248.05,No
-83,9919-YLNNG,Female,0,No,No,42,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,No
-873,5073-WXOYN,Female,0,No,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,Yes
-6524,2754-VDLTR,Male,0,No,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,Yes
-4391,5778-BVOFB,Female,0,No,No,9,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,No
-461,6614-VBEGU,Female,0,Yes,No,24,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,No
-6188,7542-CYDDM,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,No
-551,1352-HNSAW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,No
-3405,0744-GKNGE,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,No
-2374,9101-NTIXF,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,No
-6572,6258-PVZWJ,Male,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,No
-2246,7181-BQYBV,Female,0,Yes,Yes,1,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,Yes
-6627,1074-WVEVG,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267,No
-3869,1357-BIJKI,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,No
-2450,7602-MVRMB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,No
-2329,2972-YDYUW,Female,0,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,No
-6532,1763-KUAAW,Female,1,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,No
-2146,8894-JVDCV,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,No
-6635,5474-LAMUQ,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,No
-5900,0117-LFRMW,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Yes
-6211,4439-JMPMT,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,Yes
-650,9576-ANLXO,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Yes
-708,3014-WJKSM,Male,0,Yes,No,29,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,No
-6874,4926-UMJZD,Female,0,Yes,No,31,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,No
-4977,6527-PZFPV,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,No
-5784,7401-RUBNK,Female,0,Yes,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,No
-6325,4558-FANTW,Female,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,Yes
-6148,8990-YOZLV,Female,0,No,No,69,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,No
-1424,7560-QRBXH,Female,0,No,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,No
-1216,0040-HALCW,Male,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,No
-5842,2971-SGAFL,Female,0,No,No,13,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,No
-1924,1845-CSBRZ,Female,1,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,No
-6108,4819-HJPIW,Male,0,No,No,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,No
-4434,0577-WHMEV,Female,0,Yes,No,16,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,No
-314,7563-BIUPC,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,Yes
-3817,9504-YAZWB,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,No
-1427,6896-SRVYQ,Male,1,No,No,44,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,No
-6460,8761-NSOBC,Male,0,No,No,44,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,Yes
-6328,4701-LKOZD,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,No
-3956,4587-VVTOX,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,Yes
-5694,0983-TATYJ,Female,0,Yes,No,33,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,No
-3008,8084-OIVBS,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,211.95,No
-5828,0402-OAMEN,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,No
-1105,7363-QTBIW,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,No
-6530,0230-UBYPQ,Male,1,Yes,No,63,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,No
-4317,5808-TOTXO,Female,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,No
-7042,3186-AJIEK,Male,0,No,No,66,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,No
-4882,8404-VIOMB,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,No
-684,8040-MNRTF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,No
-5155,8294-UIMBA,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,No
-2765,9506-UXUSK,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,No
-5429,9488-FVZCC,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,No
-4561,9415-TPKRV,Female,0,Yes,Yes,8,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,No
-2451,3325-FUYCG,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,Yes
-5834,5055-MGMGF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,No
-326,5701-YVSVF,Female,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,No
-4988,1439-LCGVL,Female,0,Yes,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,No
-5889,9693-XMUOB,Male,1,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,No
-2176,2626-VEEWG,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,No
-3625,1591-XWLGB,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,No
-4894,0533-UCAAU,Male,1,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,No
-6093,7110-BDTWG,Female,0,Yes,No,71,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,No
-6094,7493-GVFIO,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,No
-2787,9838-BFCQT,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,No
-5071,1746-TGTWV,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,No
-5755,5937-EORGB,Male,1,Yes,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,No
-1676,0793-TWELN,Female,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,No
-348,6243-OZGFH,Female,0,No,No,23,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,No
-5138,4119-ZYPZY,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,No
-3599,7925-PNRGI,Female,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,No
-4925,5966-EMAZU,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,No
-1626,9504-DSHWM,Male,0,No,No,20,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,No
-4273,3814-MLAXC,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Yes
-3159,5150-ITWWB,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,No
-5041,4092-OFQZS,Male,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,No
-871,1573-LGXBA,Male,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598,No
-4883,5233-GEEAX,Male,1,No,No,8,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Yes
-4108,2650-GYRYL,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,No
-6145,5010-IPEAQ,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,No
-2218,5494-WOZRZ,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82,5999.85,No
-5521,3863-QSTYI,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,No
-2121,0673-IGUQO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No
-5985,3585-YNADK,Female,0,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,No
-3357,3891-PUQOD,Female,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,Yes
-85,4445-ZJNMU,Male,0,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,No
-3937,5712-VBOXD,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No
-1877,7873-CVMAW,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,No
-2801,1017-FBQMM,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,No
-5557,6918-UMQCG,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,No
-2640,4391-LNRXK,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,No
-6027,4896-CPRPF,Male,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,No
-2880,2187-PKZAY,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,No
-3323,4203-QGNZA,Female,0,No,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,No
-494,6579-JPICP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No
-2019,7694-VLBWQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,Yes
-2525,3133-PZNSR,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,No
-4717,9356-AXGMP,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,No
-3166,9097-ZUBYC,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,No
-3858,0840-DCNZE,Male,0,No,No,47,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,No
-1270,8780-IHCRN,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,No
-4174,3285-UCQVC,Female,0,No,No,37,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,Yes
-3821,1833-VGRUM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,Yes
-2895,7446-SFAOA,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,No
-3680,0836-SEYLU,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,Yes
-5820,1752-OZXFY,Male,0,Yes,No,60,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,No
-618,5240-CAOYT,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,No
-6025,2887-JPYLU,Female,0,No,Yes,41,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,No
-5185,3021-VLNRJ,Female,0,No,Yes,50,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,No
-3664,6257-RJOHI,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,No
-4531,4910-AQFFX,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Yes
-3113,0396-YCHWO,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,No
-4180,5482-PLVPE,Female,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,Yes
-1413,1830-GGFNM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,No
-2201,7951-VRDVK,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,No
-2001,3977-QCRSL,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,No
-5252,2615-YVMYX,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,No
-869,0323-XWWTN,Male,0,No,Yes,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,No
-2358,6974-DAFLI,Female,0,Yes,No,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,No
-2006,0224-HJAPT,Male,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,Yes
-3090,2386-LAHRK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,Yes
-4472,9541-ZPSEA,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,No
-4874,1193-RTSLK,Female,0,No,No,38,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Yes
-356,3351-NGXYI,Female,1,No,No,16,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889,No
-1162,9359-UGBTK,Female,0,No,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,No
-5347,9788-HNGUT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,No
-3064,7855-DIWPO,Female,0,No,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,No
-3125,5222-JCXZT,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,78.9,No
-3492,0975-VOOVL,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,No
-5484,4419-UJMUS,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,No
-3749,4424-TKOPW,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,Yes
-6945,6797-LNAQX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,Yes
-1890,6770-XUAGN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21,21,Yes
-579,2640-LYMOV,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,No
-2319,7928-VJYAB,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,No
-5628,6821-BUXUX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,Yes
-1691,8917-SZTTJ,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,No
-862,0947-MUGVO,Male,1,Yes,No,20,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Yes
-4765,8727-XDPUD,Male,0,No,No,37,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,No
-4522,7305-ZWMAJ,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,No
-2380,3413-DHLPB,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,No
-2378,2884-GBPFB,Female,0,Yes,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Yes
-4960,7480-QNVZJ,Male,1,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,Yes
-5451,1696-HXOWK,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,No
-4625,4480-QQRHC,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,No
-1116,8461-EFQYM,Female,0,No,No,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,No
-1541,2429-AYKKO,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,No
-6960,4690-PKDQG,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,No
-5416,8961-QDZZJ,Female,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95,5535.8,No
-6478,9330-VOFSZ,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,No
-3649,0174-QRVVY,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,No
-4751,8785-EPNCG,Male,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Yes
-5623,9115-YQHGA,Male,0,No,No,40,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,No
-3297,9194-GFVOI,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,No
-4706,6595-COKXZ,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Yes
-6167,3154-CFSZG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,No
-2500,0679-TDGAK,Male,0,Yes,Yes,50,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,No
-6220,6434-TTGJP,Male,0,Yes,Yes,10,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521,No
-6229,6631-HMANX,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,No
-6239,0665-XHDJU,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,No
-6247,3428-MMGUB,Male,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,No
-6930,5570-PTWEH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Yes
-6538,5712-PTIWW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,Yes
-5300,8821-XNHVZ,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,Yes
-6715,1173-XZPYF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,No
-6711,3545-CNWRG,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,No
-3409,4806-DXQCE,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,No
-6726,0685-MLYYM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,Yes
-5231,1075-BGWOH,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,Yes
-4677,8443-WVPSS,Male,0,Yes,No,10,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,Yes
-6753,4114-QMKVN,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,No
-2052,2038-LLMLM,Female,0,No,No,48,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,No
-1776,5605-XNWEN,Male,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25,1802.55,No
-3499,0426-TIRNE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes
-4305,0559-CKHUS,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,No
-2536,0203-HHYIJ,Male,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Yes
-5054,6094-ZIVKX,Female,0,No,No,68,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,No
-3731,2897-DOVND,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,No
-1592,8387-MOJJT,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384,Yes
-1723,2587-YNLES,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,No
-5510,6693-FRIRW,Male,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,No
-2611,5976-JCJRH,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,Yes
-4786,6749-UTDVX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,No
-490,3552-CTCYF,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,No
-5921,0068-FIGTF,Female,0,No,No,27,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,No
-2910,5622-UEJFI,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,No
-1006,9524-EGPJC,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Yes
-4230,5108-ADXWO,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Yes
-2503,9067-SQTNS,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926,No
-4436,3639-XJHKQ,Female,0,No,Yes,19,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,No
-2314,8197-BFWVU,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,No
-2554,5843-TTHGI,Female,0,No,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50,892.7,No
-1417,5651-WYIPH,Female,1,No,No,18,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,No
-3096,3911-RSNHI,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,No
-25,6865-JZNKO,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,No
-2409,3275-RHRNE,Male,0,Yes,Yes,28,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60,1682.05,No
-1113,7627-JKIAZ,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Yes
-4176,4685-TFLLS,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,No
-1552,2245-ADZFJ,Female,0,Yes,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,No
-6017,4482-FTFFX,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,No
-5259,5419-JKZNQ,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,No
-5672,5915-DGNVC,Female,0,Yes,No,49,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,No
-433,2957-LOLHO,Male,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Yes
-4084,2777-PHDEI,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,Yes
-2655,9565-DJPIB,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,Yes
-3927,4390-KYULV,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,Yes
-4771,1678-FYZOW,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,Yes
-5206,7349-ALMUX,Male,0,No,No,37,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,No
-1127,9330-DHBFL,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,No
-4313,6288-LBEAR,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,No
-5224,9233-PSYHO,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,No
-5552,6072-NUQCB,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,No
-2518,0447-RXSGD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,No
-6769,9916-AYHTC,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916,No
-1102,8824-RWFXJ,Male,0,Yes,Yes,3,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,Yes
-6060,4884-ZTHVF,Female,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,No
-4773,8627-EHGIP,Male,0,No,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,Yes
-4248,1020-JPQOW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,No
-5219,3976-NLDEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,No
-4890,3162-ZJZFU,Male,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,No
-194,2146-EGVDT,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,No
-615,9396-ZSFLL,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,No
-643,4908-XAXAY,Female,1,No,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,No
-5062,2911-UREFD,Female,0,Yes,No,39,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,Yes
-3116,9391-DXGGG,Female,1,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,No
-3410,4918-QLLIW,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,Yes
-2776,7503-QQRVF,Male,1,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Yes
-5774,9761-XUJWD,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,No
-5951,5816-QVHRX,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,No
-5902,7054-ENNGU,Female,0,Yes,No,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,No
-330,9385-EHGDO,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,No
-2207,4285-GYRQC,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,Yes
-5049,2955-PSXOE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes
-6515,7016-BPGEU,Female,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,Yes
-2670,4531-AUZNK,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,No
-972,0556-FJEGU,Male,0,No,No,58,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,No
-483,5168-MQQCA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,No
-2420,3694-DELSO,Male,0,Yes,Yes,4,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,No
-2602,1135-HIORI,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,No
-719,6952-OMNWB,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,No
-3624,9544-PYPSJ,Female,1,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,No
-2059,7483-IQWIB,Male,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,No
-2803,1985-MBRYP,Female,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,No
-2566,3227-WLKLI,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,No
-4704,1928-BXYIV,Male,0,No,No,1,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,No
-32,6827-IEAUQ,Female,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,No
-664,8755-OGKNA,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,No
-5540,3803-KMQFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Yes
-5303,9839-ETQOE,Male,0,No,Yes,43,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,No
-5813,8099-MZPUJ,Male,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,No
-1444,5514-YQENT,Male,0,No,Yes,41,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,No
-3355,8871-JLMHM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,No
-2792,9163-GHAYE,Female,0,No,No,15,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,No
-4956,3217-FZDMN,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,Yes
-6864,5480-HPRRX,Female,1,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,Yes
-1705,4918-FYJNT,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,No
-5170,7721-DVEKZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No
-5502,3755-JBMNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Yes
-4734,4106-HADHQ,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80,3182.95,Yes
-4063,3045-XETSH,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,Yes
-4685,0345-XMMUG,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,No
-3227,7669-LCRSD,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,No
-118,8402-OOOHJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,No
-2277,3571-RFHAR,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,Yes
-2905,4692-NNQRU,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,No
-1401,5419-CONWX,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Yes
-739,7503-MIOGA,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,No
-2456,5968-HYJRZ,Male,0,Yes,Yes,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,No
-170,7654-YWJUF,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,No
-540,6859-QNXIQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,No
-883,3199-NPKCN,Female,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,No
-5277,0345-HKJVM,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,Yes
-4722,7581-EBBOU,Female,0,No,No,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,No
-3443,5996-NRVXR,Male,1,Yes,No,40,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,No
-3800,7973-DZRKH,Female,0,No,Yes,66,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,No
-674,0823-HSCDJ,Male,1,No,No,52,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,Yes
-3209,8149-RSOUN,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,Yes
-6507,5708-EVONK,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Yes
-2915,0301-FIDRB,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,No
-3286,3318-OSATS,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,Yes
-1815,1927-QEWMY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,No
-5389,9701-CDXHR,Female,0,Yes,No,51,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,No
-6117,3308-DGHKL,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,No
-2100,6227-FBDXH,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,No
-4593,9256-JTBNZ,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,No
-6979,5351-QESIO,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,No
-5933,6496-SLWHQ,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105,294.45,Yes
-2101,2153-MREFK,Female,0,Yes,No,37,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Yes
-5967,5167-GBFRE,Male,1,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Yes
-3922,6173-GOLSU,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079,No
-1548,5522-NYKPB,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,No
-4216,2990-IAJSV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92,6632.75,No
-3470,6483-OATDN,Male,0,Yes,Yes,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,No
-355,4572-DVCGN,Female,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846,Yes
-4559,7787-BNTZM,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,No
-3774,1309-XGFSN,Male,1,Yes,Yes,52,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,No
-5363,3810-PJUHR,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,No
-2535,2000-DHJUY,Female,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,No
-6234,5995-LFTLE,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,No
-3220,8205-VSLRB,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,No
-5018,6928-ONTRW,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,No
-2373,5498-IBWPI,Female,0,Yes,Yes,66,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,No
-1051,3845-JHAMY,Female,0,Yes,Yes,16,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,No
-3074,4504-YOULA,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,No
-2321,9776-OJUZI,Female,1,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,No
-6673,3798-EPWRR,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,No
-5058,1376-HHBDV,Female,0,No,No,30,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,No
-1751,9436-ZBZCT,Male,0,No,No,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,Yes
-3941,4797-MIWUM,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,No
-1772,7198-GLXTC,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79,143.65,Yes
-1196,0455-ENTCR,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,No
-1878,0463-WZZKO,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,No
-2668,6849-WLEYG,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes
-7028,9281-CEDRU,Female,0,Yes,No,68,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,No
-2016,8861-HGGKB,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,Yes
-2005,9139-WQQDY,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,Yes
-5712,8204-TIFGJ,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,No
-1482,9290-SHCMB,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,No
-3237,6734-JDTTV,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,No
-328,5697-GOMBF,Female,1,Yes,Yes,28,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,No
-648,5644-PDMZC,Female,1,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,Yes
-2945,3987-KQDDU,Male,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,No
-3418,4176-FXYBO,Male,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,No
-1123,0074-HDKDG,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611,No
-6541,1635-HDGFT,Female,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,No
-2788,2790-XUYMV,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,No
-4113,3982-JGSFD,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,No
-6103,8573-CGOCC,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,No
-3971,8515-OCTJS,Female,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Yes
-3915,3115-JPJDD,Female,0,Yes,No,59,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,No
-5897,0562-HKHML,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,No
-1259,4187-CINZD,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,Yes
-5157,5840-NVDCG,Female,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,No
-5888,8610-WFCJF,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,Yes
-7038,6840-RESVB,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,No
-1519,7881-EVUAD,Female,0,No,No,2,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,Yes
-1378,1697-BCSHV,Female,0,Yes,Yes,58,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,No
-5140,7577-SWIFR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,No
-1023,7460-ITWWP,Female,1,Yes,No,45,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,No
-6434,6608-QQLVK,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Yes
-2918,2761-XECQW,Male,1,Yes,No,8,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,No
-4814,7270-BDIOA,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90,1993.8,Yes
-5009,0052-DCKON,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,No
-5286,3235-ETOOB,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Yes
-912,3865-YIOTT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,No
-2857,7771-CFQRQ,Female,0,Yes,Yes,47,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,No
-6195,8111-RKSPX,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Yes
-1675,6311-UEUME,Female,0,No,No,29,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,Yes
-1746,3963-RYFNS,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,No
-3026,6127-ISGTU,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,Yes
-532,4234-XTNEA,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,No
-1736,7551-JOHTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Yes
-1629,3533-UVMOM,Male,0,Yes,No,68,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,No
-5065,6551-ZCOTS,Male,1,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,No
-430,9063-ZGTUY,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Yes
-1808,4816-LXZYW,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Yes
-4477,6937-GCDGQ,Male,0,Yes,Yes,19,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,No
-4860,7321-ZNSLA,Male,0,Yes,Yes,13,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,No
-4393,2057-ZBLPD,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,Yes
-4577,0471-ARVMX,Female,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,No
-234,1984-GPTEH,Female,0,No,No,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702,No
-5654,1576-PFZIW,Male,1,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,No
-2222,8378-LKJAF,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,No
-4292,2091-RFFBA,Female,1,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,Yes
-6237,7153-OANIO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,Yes
-6896,3085-QUOZK,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,Yes
-5132,3850-OKINF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,No
-6282,1354-YZFNB,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,No
-1948,8183-ONMXC,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,Yes
-5384,3137-LUPIX,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253,No
-6250,3705-RHRFR,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,No
-6596,0083-PIVIK,Male,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,No
-6447,8782-NUUOL,Male,0,No,No,60,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79,4801.1,No
-1995,8000-REIQB,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Yes
-2671,4191-XOVOM,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,No
-5861,9631-RXVJM,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,No
-2224,2528-HFYZX,Male,1,Yes,No,17,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Yes
-1106,4159-NAAIX,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253,No
-5805,1697-NVVGY,Male,1,Yes,No,19,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,No
-818,0115-TFERT,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,Yes
-5945,8421-WZOOW,Female,1,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,No
-4104,3345-PBBFH,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,No
-5639,6490-FGZAT,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,No
-5117,5317-FLPJF,Female,0,No,No,66,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,No
-1697,3795-GWTRD,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,No
-3558,8417-GSODA,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,No
-136,7850-VWJUU,Female,0,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75,1778.5,No
-1642,1498-DQNRX,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,No
-5418,8490-BXHEO,Male,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,No
-4075,3160-TYXLT,Male,0,No,No,53,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,No
-6636,3468-DRVQJ,Female,0,Yes,Yes,10,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,No
-1180,4835-YSJMR,Male,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,No
-4416,6217-TOWGS,Female,0,Yes,No,17,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,No
-888,0048-LUMLS,Male,0,Yes,Yes,37,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,No
-2987,3769-MHZNV,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,No
-6801,6668-CNMFP,Female,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,No
-2437,0567-GGCAC,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,No
-3580,0260-ZDLGK,Female,0,No,Yes,9,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,Yes
-4043,3308-JSGML,Male,1,Yes,No,59,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,No
-817,0036-IHMOT,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,No
-1111,9763-PDTKK,Female,0,No,No,4,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Yes
-4863,8727-JQFHV,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,No
-2341,4304-TSPVK,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,No
-3167,5148-ORICT,Female,0,Yes,No,64,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,No
-7039,2234-XADUH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,No
-5937,5383-MMTWC,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84,613.4,Yes
-4620,8513-OLYGY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,No
-3065,5133-POWUA,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,No
-1264,6244-BESBM,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,No
-990,1206-EHBDD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,No
-1464,4283-IVYCI,Male,0,No,No,9,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,No
-1739,9804-ICWBG,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes
-6245,4759-PXTAN,Female,0,Yes,No,59,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,No
-4986,2694-CIUMO,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,No
-353,0219-YTZUE,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Yes
-5368,6168-WFVVF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Yes
-5485,7794-JASDG,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,No
-3442,0468-YRPXN,Male,0,No,No,29,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,No
-4943,4973-MGTON,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,No
-1489,6543-JXSOO,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,No
-5633,1222-LRYKO,Male,0,No,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,No
-6011,5917-HBSDW,Female,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,No
-3130,0496-AHOOK,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,No
-1228,2040-VZIKE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,No
-4190,3737-GCSPV,Female,0,Yes,No,11,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Yes
-6264,2578-JQPHZ,Male,0,No,No,44,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,No
-3764,6674-KVJHG,Female,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,No
-6665,1395-OFUWC,Male,0,Yes,Yes,43,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,No
-4012,6689-KXGBO,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,Yes
-6588,3389-KTRXV,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,No
-52,6575-SUVOI,Female,1,Yes,No,25,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,No
-4217,8107-KNCIM,Male,1,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,No
-4563,4547-KQRTM,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Yes
-4932,5566-SOEZD,Male,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,No
-3085,5052-PNLOS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Yes
-159,7554-NEWDD,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,No
-4338,9708-HPXWZ,Male,1,No,No,5,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,No
-1587,5939-SXWHM,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,No
-1589,7351-KYHQH,Female,1,No,No,7,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,No
-1479,6281-FKEWS,Female,0,No,No,44,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265,No
-5432,1597-FZREH,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,Yes
-3145,2919-HBCJO,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Yes
-1469,5394-SVGJV,Male,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,Yes
-4629,6112-KTHFQ,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,No
-3094,1898-JSNDC,Female,0,No,No,39,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,No
-3891,7995-ZHHNZ,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,No
-3534,2165-VOEGB,Female,0,No,Yes,46,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,Yes
-2078,7746-QYVCO,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,No
-6895,5126-RCXYW,Male,0,Yes,Yes,54,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46,2424.05,No
-4423,5951-AOFIH,Male,0,No,No,33,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,No
-4309,2582-FFFZR,Female,0,No,No,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,No
-6939,2758-RNWXS,Male,0,No,No,35,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,No
-3630,9986-BONCE,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Yes
-2828,8559-WNQZS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,No
-436,4980-URKXC,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,No
-5914,3099-OONVS,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,No
-6818,2710-WYVXG,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,No
-2960,5590-BYNII,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095,Yes
-4692,0265-PSUAE,Female,0,Yes,Yes,16,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,No
-1588,8152-UOBNY,Female,1,No,No,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,No
-4591,8003-EWNDZ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,No
-2780,4404-HIBDJ,Female,0,No,No,25,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,Yes
-5439,5959-BELXA,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,Yes
-1590,7643-RCHXS,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,No
-4340,4468-YDOVK,Male,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,No
-973,8919-FYFQZ,Male,1,Yes,No,44,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Yes
-1238,5565-FILXA,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,Yes
-2951,5815-HGGHV,Male,0,Yes,No,20,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,No
-2342,1552-AAGRX,Female,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,No
-5095,7269-JISCY,Female,0,No,No,55,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,No
-4210,5446-DKWYW,Female,1,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,No
-4520,3506-LCJDC,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Yes
-6014,0956-ACVZC,Female,0,No,No,54,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,No
-2231,2482-CZGBB,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,740,Yes
-5270,6682-QJDGB,Male,0,No,Yes,40,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Yes
-1497,3128-YOVTD,Female,0,Yes,Yes,51,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,No
-449,1090-ESELR,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,No
-2369,9570-KYEUA,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,No
-6817,4707-MAXGU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,No
-3429,7872-BAAZR,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,No
-4369,2592-SEIFQ,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,Yes
-2422,9603-OAIHC,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,No
-6378,0637-UBJRP,Male,0,Yes,Yes,13,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,Yes
-5683,5057-LCOUI,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,Yes
-6304,2754-XBHTB,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Yes
-1551,6518-KZXCB,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,No
-6244,5331-RGMTT,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,No
-1146,1430-SFQSA,Male,0,No,No,29,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,No
-4610,2889-FPWRM,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,Yes
-2092,2251-PYLPB,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,No
-1313,6599-RCLCJ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,Yes
-2015,5155-AZQPB,Female,0,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,No
-187,8167-GJLRN,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,No
-3816,4304-XUMGI,Male,1,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,No
-3426,4510-HIMLV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes
-6066,5349-IECLD,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,Yes
-1381,3717-OEAUQ,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,No
-5697,1984-FCOWB,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,Yes
-413,5973-EJGDP,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473,No
-6380,2378-VTKDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,No
-3455,7274-RTAPZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,Yes
-941,0811-GSDTP,Female,0,No,Yes,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,No
-801,1450-GALXR,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,Yes
-3336,8380-MQINP,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,No
-6597,9210-IAHGH,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,Yes
-2750,1179-INLAT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,No
-5292,0756-MPZRL,Male,0,No,No,46,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,No
-4318,4369-NYSCF,Male,0,No,No,56,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,No
-256,7017-VFHAY,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,No
-4035,1485-YDHMM,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,No
-6907,1041-RXHRA,Female,0,No,No,41,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Yes
-3199,3696-DFHHB,Female,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,No
-2235,9917-KWRBE,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,No
-647,2391-IPLOP,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,No
-1767,3669-WHAFY,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,No
-4825,0921-OHLVP,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,No
-5918,8514-VZHEB,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,No
-5025,7326-RIGQZ,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,No
-5947,7951-QKZPL,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Yes
-5670,7812-FZHPE,Female,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Yes
-24,6322-HRPFA,Male,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,No
-5566,2302-OUZXB,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,No
-1088,7029-RPUAV,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,Yes
-5169,7105-BENQF,Male,0,No,Yes,15,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,No
-2694,2466-NEJOJ,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,No
-4630,1852-XEMDW,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,No
-4438,2263-SFSQZ,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,No
-112,5712-AHQNN,Female,0,No,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,No
-2841,9743-DQKQW,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,No
-2311,8552-OBVRU,Female,1,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,No
-3441,4086-ATNFV,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,No
-3875,2403-BCASL,Male,1,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,Yes
-6689,8561-NMTBD,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,No
-6475,5448-VWNAM,Female,0,No,Yes,19,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,No
-56,8769-KKTPH,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,No
-1309,7831-QGOXH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,Yes
-695,2480-JZOSN,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,No
-5125,2982-VPSGI,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,1078.9,Yes
-1227,8496-DMZUK,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,No
-1999,3858-VOBET,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Yes
-276,4484-GLZOU,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,Yes
-4694,0594-UFTUL,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252,No
-4060,0757-WCUUZ,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,No
-1833,8286-AFUYI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,No
-6194,2868-LLSKM,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,No
-682,4957-TREIR,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,No
-4228,6416-TVAIH,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Yes
-6632,9259-PACGQ,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,Yes
-5093,2676-SSLTO,Male,0,No,No,49,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199,No
-4011,8143-ETQTI,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,No
-1137,0831-JNISG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,No
-2767,3572-UOLYZ,Female,0,No,Yes,46,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,No
-4712,7550-WIQVA,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,No
-6064,7568-PODML,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,Yes
-942,7567-ECMCM,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001,No
-1036,6445-TNRXS,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,No
-5532,8174-LNWMW,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,No
-5674,3566-CAAYU,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,No
-1346,2845-HSJCY,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,Yes
-3575,9501-UKKNL,Male,0,No,No,59,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,No
-4103,5214-NLTIT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,No
-2784,7295-JOMMD,Female,0,No,Yes,4,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,Yes
-4323,3707-LRWZD,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,Yes
-2384,2573-GYRUU,Male,1,Yes,No,48,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,No
-2988,6295-OSINB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,No
-115,3071-VBYPO,Male,0,Yes,Yes,3,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,No
-4906,8639-NHQEI,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,No
-3400,5950-AAAGJ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,No
-7007,2274-XUATA,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,No
-3119,5307-DZCVC,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Yes
-6953,1564-NTYXF,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82,1127.2,Yes
-4989,0909-SDHNU,Female,0,No,Yes,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.8,201.95,No
-6893,5876-HZVZM,Female,0,Yes,Yes,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Yes
-2819,1575-KRZZE,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,No
-6021,3752-CQSJI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,No
-4855,0868-VJRDR,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,No
-5862,9584-EXCDZ,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,No
-5790,0980-PVMRC,Female,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,No
-81,8108-UXRQN,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,No
-3021,6377-KSLXC,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,No
-1972,7892-QVYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,No
-1714,8932-CZHRQ,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,No
-3536,2254-DLXRI,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,No
-4516,4077-HWUYD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,No
-5296,8745-PVESG,Female,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,No
-3908,8261-GWDBQ,Female,1,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,No
-6134,3258-SANFR,Male,1,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,No
-1946,7449-HVPIV,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,No
-4336,3244-CQPHU,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,No
-4110,5208-FVQKB,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,No
-4938,6413-XKKPU,Male,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,Yes
-3488,0003-MKNFE,Male,0,No,No,9,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,No
-1610,3399-BMLVW,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,No
-6938,5996-EBTKM,Female,0,Yes,Yes,67,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,No
-1251,7595-EUIVN,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,Yes
-4898,8993-PHFWD,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,Yes
-3070,7351-MHQVU,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,No
-5302,9700-ISPUP,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,No
-6879,0682-USIXD,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,No
-6599,0023-XUOPT,Female,0,Yes,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,Yes
-5426,8630-QSGXK,Male,0,Yes,No,51,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,No
-5464,3458-IDMFK,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,No
-3375,3642-BYHDO,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,No
-665,2800-VEQXM,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,No
-2194,2514-GINMM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,Yes
-4604,8065-BVEPF,Male,1,No,No,65,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,No
-5992,0687-ZVTHB,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,Yes
-1017,9361-YNQWJ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,No
-557,1154-HYWWO,Male,0,No,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,No
-6127,6198-PNNSZ,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,No
-6778,5893-KCLGT,Female,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567,No
-1207,0013-MHZWF,Female,0,No,Yes,9,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,No
-4003,0582-AVCLN,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,No
-4209,4385-ZKVNW,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,No
-1510,7898-PDWQE,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,No
-3718,8468-EHYJA,Female,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,No
-6030,2027-OAQQC,Female,0,No,No,43,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,Yes
-3211,4359-INNWN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,No
-6831,9451-LPGOO,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,Yes
-5246,1981-INRFU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,Yes
-266,6292-TOSSS,Male,0,No,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,No
-3761,9385-NXKDA,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,No
-1140,9553-DLCLU,Female,0,No,Yes,13,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,No
-3162,6429-SHBCB,Male,0,No,No,19,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,No
-2111,3373-DIUUN,Male,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,No
-4991,1502-XFCVR,Female,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,Yes
-1909,3750-YHRYO,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150,No
-6525,2400-FEQME,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,No
-6008,4451-RWASJ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,No
-656,8100-PNJMH,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,No
-6745,5515-AKOAJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,Yes
-6693,7895-VONWT,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,No
-4509,2013-SGDXK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,Yes
-998,2545-LXYVJ,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,No
-5659,0674-GCDXG,Male,0,No,No,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,No
-2834,4518-FZBSX,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,No
-2809,4360-QRAVE,Male,1,No,No,37,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315,No
-1784,5687-DKDTV,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Yes
-1237,2788-CJQAQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,No
-5865,2621-UDNLU,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72,No
-5375,9637-EIHEQ,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,Yes
-4379,7691-XVTZH,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,No
-5269,5424-RLQLC,Male,0,No,No,10,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,No
-6217,1599-MMYRQ,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,No
-6951,9588-YRFHY,Male,0,No,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,No
-2186,5970-GHJAW,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,No
-2913,6203-HBZPA,Male,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,No
-1134,2208-NQBCT,Female,0,Yes,Yes,26,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,No
-908,4694-PHWFW,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,No
-4638,7817-BOQPW,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Yes
-1303,0042-RLHYP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,No
-6570,9626-WEQRM,Female,0,No,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,No
-1627,5035-BVCXS,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,No
-4529,0423-UDIJQ,Male,1,No,No,9,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,No
-1522,5766-XQXMQ,Female,0,No,No,29,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Yes
-835,4250-WAROZ,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,No
-358,9057-MSWCO,Male,1,Yes,No,27,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Yes
-138,6217-KDYWC,Male,0,No,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,No
-299,6390-DSAZX,Female,0,No,Yes,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,Yes
-1556,3186-BAXNB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,Yes
-1003,8917-FAEMR,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,No
-382,8204-YJCLA,Male,1,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,No
-4856,8714-EUHJO,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,Yes
-5106,8878-RYUKI,Female,0,No,No,52,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,No
-4861,6941-KXRRV,Female,1,Yes,No,48,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,No
-761,1894-IGFSG,Female,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,Yes
-3686,5899-MQZZL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75,999.45,Yes
-5602,9152-AMKAK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,No
-5164,6135-OZQVA,Female,0,No,No,7,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,No
-5769,3407-JMJQQ,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109,7661.8,No
-6781,4919-MOAVT,Male,0,No,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,Yes
-4870,5825-XJOCM,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,No
-5692,3948-FVVRP,Male,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,No
-4839,3070-DVEYC,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,Yes
-1402,6240-EURKS,Female,0,No,Yes,18,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35,553,Yes
-4053,7446-YPODE,Male,1,No,No,11,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,No
-6046,2959-FENLU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,No
-2721,8225-BTJAU,Male,1,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,Yes
-1932,3247-MHJKM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No
-5583,2657-ALMWY,Female,1,Yes,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,Yes
-3560,4452-QIIEB,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,No
-6329,6603-QWSPR,Female,0,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,No
-6364,9717-IOAAF,Male,0,No,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,No
-6495,7254-IQWOZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
-5607,2460-FPSYH,Female,1,No,No,40,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,Yes
-3055,0617-FHSGK,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Yes
-6016,4250-ZBWLV,Male,0,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,Yes
-3949,4495-LHSSK,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,No
-4908,3957-LXOLK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,Yes
-2685,5781-BKHOP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,No
-7012,6691-CCIHA,Female,0,Yes,No,62,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,No
-58,3957-SQXML,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,No
-76,6416-JNVRK,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,No
-796,2040-OBMLJ,Male,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,No
-2416,8982-NHAVY,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,No
-2248,9554-DFKIC,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,No
-5146,3797-FKOGQ,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,No
-785,0691-IFBQW,Female,1,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110,4874.8,Yes
-4046,0440-QEXBZ,Female,0,No,No,44,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,No
-6855,8738-JOKAR,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,No
-3158,7410-KTVFV,Male,0,Yes,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Yes
-3106,2817-LVCPP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,No
-123,6497-TILVL,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,No
-2217,0839-JTCUD,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,No
-5176,0128-MKWSG,Female,0,No,Yes,26,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147,No
-3682,3716-BDVDB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Yes
-5080,7159-NOKYQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,No
-3838,7714-YXSMB,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,No
-6871,4070-OKWVH,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,No
-6044,1689-YQBYY,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893,No
-910,1907-UBQFC,Male,1,No,No,10,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,Yes
-2172,1895-QTKDO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,No
-1850,3537-RYBHH,Female,1,Yes,No,47,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252,No
-2309,5414-OFQCB,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,No
-6590,1031-IIDEO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,Yes
-3634,3258-SYSWS,Male,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,No
-1257,0723-VSOBE,Female,1,No,No,45,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,No
-2495,6188-UXBBR,Female,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,No
-5307,1941-HOSAM,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,No
-4511,3633-CDBUW,Male,0,No,Yes,17,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,No
-3501,8295-KMENE,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,No
-1178,0125-LZQXK,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,Yes
-5747,9730-DRTMJ,Male,0,Yes,No,32,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,No
-6794,1047-RNXZV,Male,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,No
-3650,5699-BNCAS,Male,1,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,No
-442,0206-TBWLC,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,No
-5395,9095-HFAFX,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81,389.6,Yes
-1399,3131-NWVFJ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,No
-2973,0596-BQCEQ,Female,0,Yes,Yes,62,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,Yes
-2884,5248-RPYWW,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,No
-1457,6362-QHAFM,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,No
-4322,7394-LWLYN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,No
-6707,2452-MRMZF,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,No
-3459,6609-MXJHJ,Female,0,Yes,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,No
-1054,5981-ITEMU,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,Yes
-3733,0191-EQUUH,Female,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,No
-4163,9253-VIFJQ,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,No
-3275,1245-HARPS,Female,0,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,No
-5396,5627-TVBPP,Female,0,No,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,No
-3699,1137-DGOWI,Female,0,Yes,No,30,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,No
-929,8812-ZRHFP,Female,0,Yes,Yes,30,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,No
-1415,5223-UZAVK,Male,0,No,No,64,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,No
-2372,0730-BGQGF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,No
-4974,4430-UZIPO,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,Yes
-1829,3030-YDNRM,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,No
-6838,2025-JKFWI,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99,1301.7,Yes
-3898,2332-TODQS,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,No
-4568,3709-OIJEA,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,No
-4937,0930-EHUZA,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,No
-6456,9174-IHETN,Female,0,No,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,No
-1502,5724-BIDBU,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,No
-5669,1217-VASWC,Male,1,Yes,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304,No
-1450,1735-XMJVH,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,No
-4668,1791-PQHBB,Female,0,No,Yes,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,No
-2011,1492-QGCLU,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,No
-5335,3327-YBAKM,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,No
-3515,5206-HPJKM,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,No
-4781,9814-AOUDH,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,No
-5953,6888-SBYAI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,No
-6892,1545-ACTAS,Female,0,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,No
-3989,7634-WSWDB,Female,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,No
-3264,6818-DJXAA,Female,0,No,Yes,10,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,No
-5677,2896-TBNBE,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,No
-5318,2498-XLDZR,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,No
-5153,5439-WIKXB,Male,1,Yes,No,41,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,No
-4671,3393-FMZPV,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,Yes
-6,1452-KIOVK,Male,0,No,Yes,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,No
-2980,5598-IKHQQ,Female,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,No
-3739,5789-LDFXO,Male,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,No
-2487,6620-HVDUJ,Male,0,No,No,24,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,No
-3361,8659-HDIYE,Female,1,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,No
-678,5760-IFJOZ,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,No
-1943,7442-YGZFK,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No
-6037,7537-CBQUZ,Male,1,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,No
-6480,0939-EREMR,Female,0,No,Yes,13,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,No
-5954,7395-XWZOY,Male,0,No,No,20,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55,1165.55,No
-5403,0292-WEGCH,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,No
-6045,4487-ZYJZK,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,No
-2607,5539-TMZLF,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,Yes
-6416,9610-WCESF,Male,0,No,No,67,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,No
-4502,1264-BYWMS,Male,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,Yes
-6476,1177-XZBJL,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,No
-4080,6199-IPCAO,Female,0,Yes,Yes,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,No
-1064,3800-LYTRK,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,No
-2894,8869-TORSS,Female,0,No,No,48,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,Yes
-4467,0667-NSRGI,Female,0,Yes,No,48,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,No
-4607,2853-CWQFQ,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,No
-2242,3378-AJRAO,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,No
-1474,9495-SKLKD,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,No
-6926,1450-SKCVI,Female,0,No,No,56,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Yes
-1889,8069-YQQAJ,Male,0,No,No,14,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,No
-3435,4450-DLLMH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,No
-4367,3340-QBBFM,Male,1,Yes,No,36,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,No
-1053,5669-SRAIP,Female,0,No,No,5,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,Yes
-3705,9220-CXRSC,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,No
-2021,0181-RITDD,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,No
-6706,7878-RTCZG,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No
-5015,0708-SJDIS,Female,0,No,No,34,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65,2157.5,No
-5962,3842-QTGDL,Male,0,Yes,No,16,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,No
-2658,7473-ZBDSN,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,No
-2467,6559-RAKOZ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,No
-5380,9689-PTNPG,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,Yes
-1130,5859-HZYLF,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,No
-1461,6234-PFPXL,Male,0,Yes,No,22,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,No
-5482,6289-CPNLD,Male,0,Yes,Yes,33,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,Yes
-6372,6368-TZZDT,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,No
-3365,3865-ZFZIB,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,No
-6995,7164-BPTUT,Male,0,No,Yes,57,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,No
-4302,9134-WYRVP,Male,0,No,No,51,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,No
-3350,7663-RGWBC,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Yes
-2968,0258-NOKBL,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,No
-222,6469-MRVET,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,No
-6523,2834-JKOOW,Female,0,No,No,15,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,No
-48,7639-LIAYI,Male,0,No,No,52,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,No
-573,4710-FDUIZ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,Yes
-1236,5835-BEQEU,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Yes
-5356,5701-GUXDC,Female,0,Yes,No,26,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,No
-3033,5795-KTGUD,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,No
-6823,7009-LGECI,Female,0,No,No,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,No
-3382,6285-FTQBF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,No
-6323,0691-NIKRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,No
-2282,1587-FKLZB,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Yes
-4767,1064-FBXNK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,No
-267,3197-ARFOY,Female,1,No,No,19,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105,2007.25,No
-1104,8717-VCTXJ,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,No
-2305,4947-DSMXK,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410,No
-5538,4614-NUVZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,Yes
-6182,2925-VDZHY,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,No
-1935,7297-DVYGA,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,No
-386,0533-BNWKF,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Yes
-1701,6097-EQISJ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,Yes
-1628,6267-DCFFZ,Female,1,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,No
-3585,5913-INRQV,Male,1,Yes,No,34,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,No
-5483,5536-SLHPM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Yes
-2714,6838-YAUVY,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,No
-4128,4628-CTTLA,Male,0,No,No,57,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,Yes
-5003,1867-BDVFH,Male,0,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Yes
-6158,3845-FXCYS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,No
-1563,3223-DWFIO,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,No
-3622,3569-JFODW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,No
-5998,0442-TDYUO,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036,No
-2760,9534-NSXEM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,No
-3189,5384-ZTTWP,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,No
-4515,9274-UARKJ,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130,No
-209,1347-KTTTA,Male,0,Yes,No,64,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,No
-909,0835-JKADZ,Female,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,No
-1289,9968-FFVVH,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,No
-6761,2369-FEVNO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,No
-1866,7940-UQQUG,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,No
-1842,6959-GQEGV,Male,0,No,No,45,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,No
-2497,5702-SKUOB,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,No
-5956,3640-PHQXK,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,Yes
-104,3192-NQECA,Male,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110,7611.85,Yes
-958,4002-BQWPQ,Male,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,No
-1793,4193-IBKSW,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,No
-2088,6784-XYJAE,Female,0,No,No,36,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,No
-2702,1942-OQFRW,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No
-3826,3213-VVOLG,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35, ,No
-5789,2805-AUFQN,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,No
-331,9498-FIMXL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,No
-5452,3026-ATZYV,Female,0,Yes,Yes,37,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,No
-4618,6350-XFYGW,Male,1,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,No
-5103,6421-SZVEM,Female,0,Yes,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,No
-5338,2580-ASVVY,Female,0,Yes,No,37,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,No
-2459,7140-ADSMJ,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,No
-1774,5207-PLSTK,Male,0,Yes,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,No
-6929,0357-NVCRI,Female,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,No
-4947,4735-ASGMA,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,Yes
-4368,1704-NRWYE,Female,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,Yes
-4594,4658-HCOHW,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,Yes
-2686,4283-FUTGF,Male,1,No,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Yes
-5939,4712-AUQZO,Male,0,No,No,18,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,No
-5715,0363-QJVFX,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,Yes
-5013,1261-FWTTE,Male,1,No,No,23,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,No
-4816,5906-DVAPM,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75,4213.9,No
-2897,8234-GSZYK,Male,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,No
-4997,4816-JBHOV,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Yes
-1710,6435-SRWBJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,No
-5417,9715-SBVSU,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,No
-5377,8313-KTIHG,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,No
-2478,7878-JGDKK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,No
-5012,9367-TCUYN,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,No
-5291,1334-PDUKM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,No
-1366,7249-WBIYX,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,Yes
-173,0691-JVSYA,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,Yes
-858,3224-DFQNQ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89,5898.6,No
-6758,7956-XQWGU,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,No
-5183,8988-ECPJR,Female,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Yes
-3524,4706-AXVKM,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Yes
-3321,3913-RDSJZ,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,No
-5129,0620-DLSLK,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,No
-6139,3039-MJSLN,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No
-4404,1307-ATKGB,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,No
-3997,6023-GSSXW,Female,0,Yes,No,69,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,No
-1952,0564-MUUQK,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,No
-3311,6137-MFAJN,Female,0,No,No,48,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,No
-2492,9206-GVPEQ,Male,0,Yes,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,Yes
-4204,4395-PZMSN,Male,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,No
-6481,9389-ACWBI,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,No
-2036,8775-ERLNB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,No
-5518,9574-RKJIF,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,Yes
-6714,7315-WYOAW,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,No
-6354,3214-IYUUQ,Female,0,Yes,No,61,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,No
-3403,9618-LFJRU,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,No
-18,4190-MFLUW,Female,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,Yes
-3691,2150-WLKUW,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635,No
-5310,6171-ZTVYB,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,No
-0,7590-VHVEG,Female,0,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.85,29.85,No
-3628,5186-EJEGL,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,No
-5573,5550-VFRLC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes
-2174,1178-PZGAB,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,No
-1356,0196-JTUQI,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,No
-5235,4299-SIMNS,Male,0,No,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,No
-6471,0859-YGKFW,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,No
-6501,4753-PADAS,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,No
-2826,3638-DIMPH,Female,0,Yes,No,13,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,No
-4237,6715-OFDBP,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,Yes
-396,0177-PXBAT,Male,1,Yes,No,33,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,No
-5461,1221-GHZEP,Female,0,No,No,62,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,No
-3112,8809-XKHMD,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,No
-182,9367-WXLCH,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Yes
-5498,1976-CFOCS,Female,1,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46,46,Yes
-5568,2270-CHBFN,Female,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,No
-1812,2085-BOJKI,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,No
-4535,9647-ERGBE,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,Yes
-5752,7480-SPLEF,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26,1796.55,No
-5108,7811-JIVPF,Female,0,No,No,23,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,No
-816,6275-YDUVO,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,Yes
-1572,7675-OZCZG,Female,1,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45,127.1,Yes
-4877,4973-RLZVI,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,No
-1800,6650-VJONK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,No
-2280,2754-SDJRD,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,No
-2429,8406-LNMHF,Male,1,Yes,No,59,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,No
-3893,5816-SCGFC,Female,1,No,No,7,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,No
-5570,5982-FPVQN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,No
-4707,0961-ZWLVI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,No
-5322,8731-WBBMB,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,No
-4315,9019-QVLZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,Yes
-6077,8085-MSNLK,Female,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,No
-6122,7609-NRNCA,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,No
-6084,5119-KEPFY,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95,3440.25,No
-1830,7321-KKSDU,Male,0,No,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,No
-601,5173-ZXXXL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,No
-5835,4641-FROLU,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,No
-6550,1309-BXVOQ,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,Yes
-5050,7762-URZQH,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,Yes
-554,5301-GAUUY,Male,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Yes
-1159,4086-YQSNZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,Yes
-1213,6980-IMXXE,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,No
-880,9851-KIELU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,Yes
-1325,7206-GZCDC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes
-4316,8413-YNHNV,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,No
-997,1374-DMZUI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,Yes
-700,1525-LNLOJ,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,No
-2700,2346-DJQTB,Female,0,No,No,35,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,No
-5044,9927-DSWDF,Male,0,Yes,No,22,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,No
-1847,1098-KFQEC,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083,No
-5168,6000-APYLU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,Yes
-2796,0058-EVZWM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,No
-1455,1621-YNCJH,Female,0,Yes,No,36,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,No
-6658,0818-OCPZO,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Yes
-4105,5055-BRMNE,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,No
-3994,0406-BPDVR,Female,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,Yes
-866,0979-MOZQI,Male,0,Yes,No,62,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39,2337.45,No
-5382,6229-UOLQL,Male,0,Yes,Yes,56,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52,2884.9,No
-1644,3331-HQDTW,Female,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,Yes
-2140,3023-GFLBR,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,Yes
-4848,5380-AFSSK,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,Yes
-3520,6036-TTFYU,Female,0,Yes,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,No
-4421,4636-JGAAI,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,No
-5684,0193-ESZXP,Female,1,Yes,No,58,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,Yes
-1490,8016-ZMGMO,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,No
-4504,8327-WKMIE,Male,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,No
-4990,4647-XXZAM,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,No
-729,2753-JMMCV,Male,0,No,No,65,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,No
-4669,8701-DGLVH,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,No
-779,0322-CHQRU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,Yes
-2620,7799-DSEWS,Male,0,No,No,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,No
-1936,2239-CGBUZ,Female,0,Yes,No,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,No
-3793,6278-FEPBZ,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,No
-6567,6215-NQCPY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,No
-6071,0401-WDBXM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,No
-3333,4573-JKNAE,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,No
-1110,0343-QLUZP,Male,0,No,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,No
-3655,6878-GGDWG,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No
-5718,9840-DVNDC,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,Yes
-6292,0327-WFZSY,Male,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100,3835.55,No
-2998,4770-UEZOX,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,No
-2394,8231-BSWXX,Male,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,No
-1185,5673-FSSMF,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,Yes
-2007,8086-OVPWV,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,Yes
-193,9680-NIAUV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,No
-1515,1921-KYSAY,Female,0,No,No,41,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,No
-5627,9334-GWGOW,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,No
-578,6522-YRBXD,Male,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,No
-2123,8819-IMISP,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,No
-1429,4652-ODEVH,Male,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,No
-771,0236-HFWSV,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,Yes
-2587,5849-ASHZJ,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,No
-2395,6486-LHTMA,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,No
-6996,4174-LPGTI,Female,0,Yes,Yes,41,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Yes
-1846,7369-TRPFD,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,No
-131,6207-WIOLX,Female,0,Yes,Yes,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,Yes
-178,5947-SGKCL,Female,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,No
-3740,0508-OOLTO,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,No
-6734,8182-PNAGI,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Yes
-1811,2070-XYMFH,Female,1,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,No
-4508,3530-VWVGU,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,No
-6992,0218-QNVAS,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,No
-2580,7748-UMTRK,Female,1,No,Yes,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,No
-6169,4847-QNOKA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,Yes
-4667,5537-UXXVS,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,No
-2652,4727-MCYZG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,No
-4595,2211-RMNHO,Female,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560,No
-2073,3061-BCKYI,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,No
-658,4464-JCOLN,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Yes
-1896,7459-IMVYU,Male,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,No
-6555,8969-PRHFK,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,No
-2606,1550-EENBN,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,No
-2221,8619-IJNDK,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,No
-3659,0795-GMVQO,Male,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,No
-6659,3967-KXAPS,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,No
-2379,3757-NJYBX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,Yes
-1447,2951-QOQTK,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,Yes
-5766,1183-CANVH,Female,0,Yes,No,23,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60,1347.15,No
-342,7520-HQWJU,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,No
-3372,2883-ILGWO,Male,1,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,No
-6160,0725-CXOTM,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,No
-6204,3058-WQDRE,Male,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,No
-2527,8931-GJJIQ,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,Yes
-727,6786-OBWQR,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,No
-5542,2990-OGYTD,Female,0,Yes,No,67,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,No
-976,5875-YPQFJ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes
-4025,2984-MIIZL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Yes
-5023,6653-CBBOM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes
-1928,2484-DGXPZ,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Yes
-3516,7587-RZNME,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Yes
-6770,3855-ONCAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,No
-4588,2105-PHWON,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95,3008.15,No
-6856,4534-WGCIR,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,No
-4279,8815-LMFLX,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,No
-3755,8443-ZRDBZ,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,Yes
-6759,1591-MQJTP,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,No
-3940,1559-DTODC,Male,0,No,No,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,No
-1299,4566-QVRRW,Female,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Yes
-4902,5092-STPKP,Female,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,No
-6466,3094-JOJAI,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387,No
-660,5650-VDUDS,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Yes
-1790,3096-IZETN,Female,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Yes
-1492,3254-YRILK,Male,1,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,Yes
-4730,7813-ZGGAW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,No
-493,5756-OZRIO,Male,1,Yes,No,61,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,No
-3647,1016-DJTSV,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,No
-5143,5204-HMGYF,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345,No
-4949,3669-LVWZB,Male,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51,305.95,Yes
-2315,2577-GVSIL,Male,0,Yes,Yes,35,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,No
-6537,1444-VVSGW,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,Yes
-6482,5419-JPRRN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,Yes
-5969,4673-KKSLS,Female,0,No,No,31,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,No
-1085,4441-NIHPT,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Yes
-6640,3315-IKYZQ,Male,0,Yes,Yes,28,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,No
-6464,4726-DLWQN,Male,1,No,No,50,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,No
-694,2682-KEVRP,Female,1,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417,No
-1278,4730-AWNAU,Male,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,No
-3198,8564-LDKFL,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106,4178.65,No
-4966,3097-IDVPU,Male,0,Yes,Yes,19,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,No
-4753,5729-KLZAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,Yes
-1621,6352-TWCAU,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,Yes
-4091,8263-OKETD,Female,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,No
-3708,6698-OXETB,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,No
-3944,4537-CIBHB,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,No
-2561,3230-JCNZS,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99,7061.65,No
-4920,0264-CNITK,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,No
-4766,1043-UXOVO,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,No
-67,3410-YOQBQ,Female,0,No,No,31,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,No
-1731,8375-DKEBR,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
-5593,4508-OEBEY,Male,0,Yes,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,No
-2269,0151-ONTOV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,Yes
-4955,5884-GCYMI,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,Yes
-4539,4355-HBJHH,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,Yes
-5011,9699-UBQFS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,No
-5545,7658-UYUQS,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,No
-820,4220-TINQT,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,No
-1226,7115-IRDHS,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,No
-1677,3283-WCWXT,Male,0,Yes,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,No
-5886,1709-EJDOX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,No
-2867,7244-KXYZN,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,No
-3447,9762-YAQAA,Male,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,No
-5492,2799-TSLAG,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,No
-2367,0235-KGSLC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Yes
-4165,9741-YLNTD,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,No
-4691,3791-LGQCY,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,Yes
-2512,5829-NVSQN,Female,0,Yes,No,23,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,No
-5460,6551-VLJMV,Male,0,Yes,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679,No
-2723,1866-ZSLJM,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,No
-6275,0885-HMGPY,Male,0,No,No,62,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,No
-5996,5656-JAMLX,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,No
-5199,7245-JMTTQ,Female,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,No
-1143,2446-ZKVAF,Male,0,Yes,No,18,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,No
-397,6599-CEBNN,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Yes
-6487,5998-DZLYR,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703,No
-4161,4223-WOZCM,Male,1,No,No,2,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,No
-786,4992-LTJNE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,No
-6036,8008-ESFLK,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,No
-4705,5760-FXFVO,Male,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,No
-1398,3569-EDBPQ,Female,0,No,No,24,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,No
-1659,3500-NSDOA,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,No
-5796,8571-ZCMCX,Female,0,Yes,Yes,47,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60,2768.65,No
-5111,6686-YPGHK,Male,1,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,Yes
-3134,7168-HDQHG,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No
-3789,0310-VQXAM,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,No
-3398,3096-WPXBT,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,No
-2220,2234-EOFPT,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,No
-979,6461-PPAXN,Female,0,Yes,Yes,35,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916,No
-2331,2809-ILCYT,Female,0,Yes,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,No
-3784,4958-XCBDQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,Yes
-1298,5989-OMNJE,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,No
-4272,1043-YCUTE,Male,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Yes
-4639,7402-EYFXX,Male,1,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,No
-5695,1813-JYWTO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,No
-3693,7032-LMBHI,Female,0,No,No,37,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,No
-82,9191-MYQKX,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Yes
-4088,1196-AMORA,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520,Yes
-1967,0565-IYCGT,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Yes
-6829,8148-WOCMK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125,No
-5505,4776-XSKYQ,Female,0,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,No
-423,3935-TBRZZ,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,No
-6097,9114-DPSIA,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81,5750,No
-1904,3143-ILDAL,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Yes
-6384,1952-DVVSW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,No
-3917,3871-IKPYH,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,Yes
-3618,3209-ZPKFI,Male,0,Yes,Yes,47,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,No
-839,4625-LAMOB,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,No
-4442,9837-BMCLM,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,Yes
-141,4080-OGPJL,Female,0,No,No,8,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Yes
-5814,0787-LHDYT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No
-1377,3071-MVJCD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,No
-3674,7825-GKXMW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,Yes
-5470,6726-NNFWD,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,No
-6902,5820-PTRYM,Female,1,Yes,No,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014,No
-3808,7785-RDVIG,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,No
-1138,0774-IFUVM,Male,0,Yes,Yes,11,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,No
-2257,2054-PJOCK,Female,0,No,No,60,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,No
-1787,7789-HKSBS,Female,1,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,No
-3938,6629-LADHQ,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,No
-4552,1385-TQOZW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,No
-459,1452-VOQCH,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,No
-6435,0298-XACET,Male,0,Yes,Yes,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554,No
-948,7028-DVOIQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,Yes
-3700,5616-PRTNT,Male,0,No,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Yes
-1336,3733-LSYCE,Female,0,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,No
-5604,9432-VOFYX,Male,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207,No
-1602,6032-KRXXO,Male,0,No,No,30,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,Yes
-2238,1393-IMKZG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,No
-639,0195-IESCP,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,Yes
-6798,7562-UXTPG,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,No
-3830,2656-TABEH,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,Yes
-4851,2055-PDADH,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Yes
-6291,2890-WFBHU,Female,0,No,No,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,No
-1070,6166-ILMNY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Yes
-155,6551-GNYDG,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,No
-2295,2672-DZUOY,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Yes
-6914,7142-HVGBG,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103,4414.3,Yes
-1089,4546-FOKWR,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,No
-2940,6313-GIDIT,Male,1,No,No,53,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,Yes
-5952,4430-YHXGG,Female,0,No,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,No
-930,5146-CBVOE,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,No
-2909,9619-GSATL,Female,0,No,No,43,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,No
-4518,8808-ELEHO,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Yes
-6458,9644-UMGQA,Male,0,Yes,Yes,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,No
-3247,8853-TZDGH,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,No
-6392,3999-WRNGR,Female,0,Yes,Yes,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,No
-5218,2923-ARZLG,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7, ,No
-7030,0871-OPBXW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,No
-6078,9691-HKOVS,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,No
-6559,1427-VERSM,Female,0,Yes,No,56,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,No
-1698,1298-PHBTI,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,No
-6622,4662-EKDPQ,Male,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Yes
-7002,9586-JGQKH,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,No
-5946,6261-RCVNS,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,Yes
-3831,6946-LMSQS,Male,1,Yes,No,25,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,Yes
-6950,2075-RMJIK,Female,0,Yes,Yes,5,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,No
-6403,3258-ZKPAI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,No
-985,9369-XFEHK,Female,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Yes
-1821,3536-IQCTX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,Yes
-587,8752-IMQOS,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,No
-6716,9850-OWRHQ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228,Yes
-5493,0196-VULGZ,Female,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,Yes
-6408,5748-RNCJT,Male,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,Yes
-6998,0928-XUTSN,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,No
-4457,7611-YKYTC,Male,0,Yes,Yes,22,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75,1573.95,No
-6086,0916-KNFAJ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,No
-3557,2045-BMBTJ,Female,1,No,No,33,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,No
-1395,0471-LVHGK,Male,0,Yes,No,41,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73,3001.2,Yes
-264,1950-KSVVJ,Female,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,No
-3547,1568-BEKZM,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,No
-4386,3400-ESFUW,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,Yes
-6425,9746-YKGXB,Male,0,Yes,Yes,52,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,No
-6043,6338-AVWCY,Male,0,No,No,3,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,Yes
-3864,4817-VYYWS,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,Yes
-5841,7136-RVDTZ,Male,1,No,No,70,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,Yes
-2400,5141-ZUVBH,Female,0,No,Yes,9,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93,870.25,No
-5082,8779-YIQQA,Male,0,Yes,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,No
-3711,4877-TSOFF,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,No
-246,0303-UNCIP,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65,2531.8,No
-1594,6485-QXWWE,Female,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26,1638.7,No
-6846,6618-RYATB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Yes
-6301,7872-RDDLZ,Female,1,No,No,67,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,No
-923,9199-PWQVC,Female,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,No
-4339,6992-TKNYO,Male,0,Yes,No,38,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69,2669.45,No
-669,0214-JHPFW,Female,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,No
-3604,9313-CDOGY,Male,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,No
-1910,6637-KYRCV,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,No
-4896,3521-MNKLV,Male,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,No
-3958,4652-NNHNY,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Yes
-2696,5472-CVMDX,Female,0,No,No,68,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,No
-2591,8384-FZBJK,Female,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,No
-1781,2519-LBNQL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,No
-3013,2065-MMKGR,Female,0,No,No,29,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71,2080.1,No
-2307,0002-ORFBO,Female,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,No
-4194,2961-VNFKL,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,No
-3690,6038-GCYEC,Female,0,No,No,24,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,Yes
-687,0067-DKWBL,Male,1,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Yes
-612,2804-ETQDK,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,No
-3200,0895-DQHEW,Male,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,Yes
-2267,9239-GZHZE,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,No
-6751,1241-FPMOF,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,No
-5344,6283-GITPX,Male,0,No,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,No
-1898,6689-TCZHQ,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,Yes
-4441,4825-FUREZ,Male,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,No
-258,4959-JOSRX,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Yes
-2924,1428-GTBJJ,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,Yes
-2822,9170-GYZJC,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Yes
-3339,8690-ZVLCL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88,6161.9,No
-3525,5889-JTMUL,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,Yes
-2285,4307-KTUMW,Male,0,Yes,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,Yes
-484,5949-XIKAE,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,Yes
-2211,5802-ADBRC,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,No
-4347,4366-CTOUZ,Female,0,No,No,50,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,No
-2555,1849-RJYIG,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60,487.75,No
-7,6713-OKOMC,Female,0,No,No,10,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.75,301.9,No
-3657,8450-LUGUK,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,No
-5964,9782-LGXMC,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,No
-2426,1049-FYSYG,Female,0,Yes,No,17,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,No
-1814,5442-PPTJY,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,No
-2274,0320-JDNQG,Male,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,Yes
-1011,6614-YOLAC,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,No
-6647,8722-PRFDV,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,No
-1067,7030-NJVDP,Male,0,Yes,No,24,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,No
-1991,0607-MVMGC,Male,0,Yes,Yes,45,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,No
-3970,2541-YGPKE,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,No
-4994,9692-TUSXH,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,Yes
-3867,4922-CVPDX,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,No
-6908,1750-CSKKM,Male,0,No,Yes,9,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,Yes
-3048,1728-BQDMA,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,No
-781,7521-AFHAB,Female,0,Yes,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,No
-6836,5868-YWPDW,Male,1,Yes,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,Yes
-1749,1320-REHCS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832,No
-2791,1023-BQXZE,Male,0,No,No,57,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,No
-1091,5832-TRLPB,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,No
-6300,3967-VQOGC,Female,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,No
-5994,9661-ACXBS,Female,0,No,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,Yes
-5709,5602-BVFMK,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,No
-2608,4323-SADQS,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,Yes
-5771,1539-LNKHM,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,No
-2290,7470-MCQTK,Female,0,Yes,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,Yes
-1727,5136-RGMZO,Male,0,No,No,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,No
-610,6543-CPZMK,Male,0,Yes,Yes,9,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,Yes
-343,9639-BUJXT,Male,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,No
-5488,7856-GANIL,Male,1,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,No
-3750,4415-WNGVR,Female,1,Yes,No,12,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,No
-3215,3481-JHUZH,Male,0,Yes,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439,No
-97,0278-YXOOG,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,Yes
-4409,5227-JSCFE,Male,1,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,No
-1537,2091-GPPIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,No
-3588,9643-YBLUR,Male,0,Yes,No,9,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,No
-3648,9419-IPPBE,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,No
-5601,2877-VDUER,Female,0,Yes,Yes,35,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,No
-1517,2924-KHUVI,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,No
-6192,0439-IFYUN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,No
-3669,2587-EKXTS,Male,0,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,No
-2090,6661-EIPZC,Female,0,Yes,Yes,48,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,No
-572,5756-JYOJT,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,No
-6398,3259-FDWOY,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106,7723.7,Yes
-5843,1480-IVEVR,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,No
-3062,8070-AAWZP,Male,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,No
-4449,2001-EWBQU,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,No
-5091,2606-RMDHZ,Male,0,No,No,6,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,Yes
-5326,5688-KZTSN,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20,288.05,Yes
-4701,5956-YHHRX,Male,1,No,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,No
-370,6563-VRERX,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,No
-1938,7243-LCGGZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,No
-6389,3777-XROBG,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,No
-6075,5081-NWSUP,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,No
-3670,5442-BXVND,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,No
-3652,0612-RTZZA,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,Yes
-2361,5103-MHMHY,Female,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes
-4260,5269-NRGDP,Male,0,Yes,Yes,42,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,No
-4372,4781-ZXYGU,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,No
-6343,0902-RFHOF,Male,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,No
-3737,8601-QACRS,Female,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Yes
-4319,6333-YDVLT,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110,7138.65,No
-4840,5730-RIITO,Female,1,No,No,43,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,No
-4872,8125-QPFJD,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,No
-1171,6270-OMFIW,Male,0,Yes,No,60,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,Yes
-5433,7879-CGSFV,Male,0,No,No,55,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,No
-1422,3870-SPZSI,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,No
-6314,8873-GLDMH,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,No
-6193,5716-LIBJC,Female,0,No,Yes,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,No
-6187,0224-NIJLP,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,No
-874,4713-ZBURT,Male,0,No,Yes,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,No
-2297,3870-MQAMG,Female,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,Yes
-2643,3550-SAHFP,Female,0,No,No,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,Yes
-6098,4700-UBQMV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,No
-840,0727-BMPLR,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100,5509.3,Yes
-581,3627-FHKBK,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,Yes
-204,9142-KZXOP,Male,0,No,No,44,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,No
-1641,5980-BDHPY,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,No
-2014,4418-LZMSV,Male,0,Yes,Yes,13,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,No
-3253,8123-QBNAZ,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,No
-4331,5743-KHMNA,Male,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,No
-905,0781-LKXBR,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,Yes
-631,9931-KGHOA,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55,2473.95,No
-4982,7124-UGSUR,Female,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405,Yes
-4506,5329-KRDTM,Male,1,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,No
-1974,1024-VRZHF,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Yes
-162,4482-EWFMI,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,No
-4794,0366-NQSHS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,No
-6322,8752-STIVR,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79,303.15,Yes
-6241,8878-HMWBV,Male,0,No,No,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Yes
-875,3050-GBUSH,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,No
-1431,6718-BDGHG,Female,0,Yes,No,43,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,No
-5928,1830-IPXVJ,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,No
-4381,7481-ATQQS,Female,1,No,No,49,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Yes
-6540,5203-XEHAX,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,No
-2856,2740-TVLFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,No
-1861,7054-LGEQW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes
-2659,3166-PNEOF,Female,0,No,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,No
-3384,4585-HETAI,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Yes
-6463,0872-CASZJ,Male,0,Yes,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,No
-4647,7396-VJUZB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,No
-3331,7644-OMVMY,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85, ,No
-5758,5847-MXBEO,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,No
-5930,8398-TBIYD,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,No
-4897,2533-TIBIX,Male,0,Yes,Yes,15,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,No
-2096,0761-AETCS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Yes
-2003,1447-PJGGA,Female,0,No,No,57,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,Yes
-546,6986-IJDHX,Male,0,Yes,Yes,39,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266,Yes
-1449,6806-YDEUL,Female,1,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,No
-4866,3688-FTHLT,Female,0,No,No,16,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,No
-2610,5202-IVJNU,Female,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Yes
-1900,0754-EEBDC,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,No
-5544,9572-MTILT,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,Yes
-2757,0197-PNKNK,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,No
-1885,7217-JYHOQ,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,No
-6807,2030-BTZRO,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,No
-2097,8087-LGYHQ,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,No
-6121,7337-CINUD,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,No
-6321,1577-HKTFG,Female,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,Yes
-836,8184-WMOFI,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,No
-3471,1293-HHSHJ,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741,No
-5598,6051-PTVNS,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,No
-2171,3995-WFCSM,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,No
-6048,9253-QXKBE,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,Yes
-5993,2080-GKCWQ,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,No
-398,2519-ERQOJ,Male,1,No,No,33,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,No
-2010,3074-GQWYX,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Yes
-6764,7660-HDPJV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes
-1283,4389-UEFCZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544,No
-6199,2856-NNASM,Male,1,No,No,43,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,Yes
-5374,8065-YKXKD,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Yes
-4256,8207-VVMYB,Female,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26,2006.95,No
-1836,6365-MTGZX,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96,2122.45,Yes
-1019,9391-TTOYH,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,No
-1326,6682-VCIXC,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,No
-4348,6121-VZNQB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Yes
-475,2359-KMGLI,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,Yes
-2810,8433-WPJTV,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,No
-5278,1061-PNTHC,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953,No
-1651,8580-AECUZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,Yes
-6533,1104-TNLZA,Male,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998,No
-6677,1442-BQPVU,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,No
-2528,4277-PVRAN,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,Yes
-1206,6077-BDPXA,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,No
-5638,5143-WMWOG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Yes
-5409,6005-OBZPH,Female,1,No,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,Yes
-7032,6894-LFHLY,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Yes
-867,2732-ISEZX,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,No
-2974,1481-ZUWZA,Male,0,No,No,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Yes
-541,2782-LFZVW,Female,0,No,No,11,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,No
-1132,5293-WXJAK,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,Yes
-6824,8444-WRIDW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Yes
-3390,0621-TSSMU,Male,0,Yes,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,No
-5055,6925-BAYGL,Female,1,Yes,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,No
-2962,3237-AJGEH,Female,0,Yes,Yes,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31,95.05,Yes
-4155,6904-JLBGY,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,No
-3259,9620-ENEJV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,No
-4562,5322-TEUJK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,No
-6954,9364-YKUVW,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,No
-2583,6463-MVYRY,Female,1,No,No,57,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003,No
-2813,6484-LATFU,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,No
-5456,8718-PTMEZ,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,Yes
-6099,7711-GQBZC,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,No
-3586,8722-NGNBH,Male,0,No,No,5,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40,223.45,Yes
-4596,2432-TFSMK,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633,No
-5990,1472-TNCWL,Male,0,No,Yes,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,No
-2630,0014-BMAQU,Male,0,Yes,No,63,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,No
-6007,2724-FJDYW,Male,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,No
-4475,4693-VWVBO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,No
-1080,0301-KOBTQ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,No
-4283,7044-YAACC,Male,1,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,No
-2085,8290-YWKHZ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931,Yes
-2452,5908-QMGOE,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Yes
-2023,4795-KTRTH,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81,371.65,Yes
-5402,5057-RKGLH,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,No
-226,6341-JVQGF,Female,0,Yes,Yes,31,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,No
-1013,4065-JJAVA,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,No
-1929,2018-QKYGT,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,No
-4952,7379-FNIUJ,Male,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,No
-1404,1970-KKFWL,Female,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,No
-2179,7311-MQJCH,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,No
-697,5896-NPFWW,Male,0,Yes,Yes,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,Yes
-1124,8791-GFXLZ,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,No
-3895,4979-HPRFL,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,No
-1778,6181-AXXYF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,No
-4480,7908-QCBCA,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Yes
-2634,6877-TJMBR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,Yes
-3489,0975-UYDTX,Female,0,Yes,No,26,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,No
-1037,4581-LNWUM,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,No
-2256,4957-TIALW,Female,0,No,Yes,15,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010,No
-6713,4989-LIXVT,Male,1,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,No
-6962,0886-QGENL,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,Yes
-313,2799-ARNLO,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,No
-2649,3027-YNWZU,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25,1584.8,No
-2281,9578-VRMNM,Female,0,No,No,16,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Yes
-5037,8943-URTMR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,Yes
-2547,7963-SHNDT,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,No
-2159,8007-YYPWD,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,No
-3137,4567-AKPIA,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,No
-5850,6927-WTFIV,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Yes
-3967,5914-GXMDA,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,No
-1428,7767-UXAGJ,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Yes
-4985,4827-DPADN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,No
-2520,5788-YPOEG,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,No
-6916,7242-EDTYC,Male,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,No
-5195,1676-MQAOA,Male,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,No
-448,5168-MSWXT,Male,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,No
-5911,1976-AZZPJ,Male,0,Yes,No,7,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,No
-1284,8711-LOBKY,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,No
-3727,9057-SIHCH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,Yes
-361,5229-DTFYB,Female,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,No
-5671,6370-ZVHDV,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,No
-5609,4818-DRBQT,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Yes
-2460,2230-XTUWL,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,No
-22,1066-JKSGK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes
-2066,1852-QSWCD,Male,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,No
-1653,6625-FLENO,Male,0,Yes,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,No
-702,1766-GKNMI,Male,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,No
-5090,6502-HCJTI,Male,1,Yes,No,7,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Yes
-2743,2323-ARSVR,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,No
-1376,3164-AALRN,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70,347.4,Yes
-5721,6064-ZATLR,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,No
-2468,2636-OHFMN,Male,0,Yes,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201,Yes
-3754,7096-UCLNH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
-2325,3097-PYWXL,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,No
-460,4719-UMSIY,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,No
-4183,6917-IAYHD,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,No
-4082,0112-QWPNC,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,Yes
-1486,5208-HFSBT,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Yes
-3678,6473-ULUHT,Male,0,Yes,Yes,16,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,No
-282,2080-SRCDE,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,No
-4308,7504-UWHNB,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,No
-3537,5062-CJJKH,Male,0,Yes,Yes,25,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,No
-4934,2272-WUSPA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,No
-2581,0380-ZCSBI,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20,198.7,No
-1368,6250-CGGUN,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,No
-6346,9661-MHUMO,Male,1,Yes,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Yes
-4716,5176-OLSKT,Female,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,No
-597,5172-MIGPM,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,No
-4351,6671-NGWON,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,No
-5717,8169-SAEJD,Male,1,Yes,No,69,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,No
-6991,3585-ISXZP,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,Yes
-6631,2108-GLPQB,Male,0,Yes,No,25,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,No
-5257,6029-WTIPC,Male,1,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,Yes
-3468,0247-SLUJI,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,No
-4487,4116-IQRFR,Male,0,Yes,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,No
-2990,2309-OSFEU,Male,0,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,Yes
-6260,0458-HEUZG,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,No
-2544,7285-KLOTR,Female,0,Yes,No,12,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,No
-5223,1241-EZFMJ,Male,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,No
-5148,6196-HBOBZ,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,No
-4066,4872-VXRIL,Male,0,No,No,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,No
-3988,6194-HBGQN,Male,0,No,No,51,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,No
-6803,5681-LLOEI,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,No
-685,1536-HBSWP,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No
-4478,0988-JRWWP,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,No
-3243,3665-JATSN,Female,0,No,No,19,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,No
-5444,1833-TCXKK,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,No
-4083,0324-BRPCJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,Yes
-2837,2002-MZHWP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes
-3697,4821-SJHJV,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,No
-4040,9581-GVBXT,Male,0,Yes,Yes,59,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,No
-2230,5242-UOWHD,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,No
-5133,6892-XPFPU,Male,1,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,Yes
-2320,1187-WILMM,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,No
-521,4109-CYRBD,Male,1,Yes,No,29,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442,No
-522,0913-XWSCN,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,No
-5494,8837-VVWLQ,Female,0,No,No,8,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,Yes
-5665,6345-HOVES,Male,0,No,No,34,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,No
-5662,3244-DCJWY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Yes
-6353,8735-DCXNF,Male,0,Yes,No,10,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,No
-780,5676-CFLYY,Male,0,Yes,Yes,71,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,No
-6841,8217-QYOHV,Male,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,No
-6418,2486-WYVVE,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484,No
-651,2024-BASKD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Yes
-5242,5366-IJEQJ,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,Yes
-2196,6131-IUNXN,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,No
-369,3520-FJGCV,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,No
-4606,1734-ZMNTZ,Female,0,Yes,Yes,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,300.7,No
-4214,4228-ZGYUW,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,Yes
-377,9601-BRXPO,Female,0,Yes,No,25,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,Yes
-4935,4584-LBNMK,Male,1,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,No
-2216,8495-LJDFO,Female,1,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,No
-6826,7976-CICYS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,No
-1613,3374-PZLXD,Male,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,No
-6315,5696-JVVQY,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,No
-3632,2203-GHNWN,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,No
-962,9489-UTFKA,Male,1,Yes,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,No
-6334,4129-LYCOI,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104,7039.05,No
-6603,2257-BOVXD,Male,0,Yes,No,14,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,No
-5359,5143-EGQFK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,Yes
-359,9833-TGFHX,Male,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,No
-3839,8387-UGUSU,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,No
-4700,5365-LLFYV,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,No
-1246,9408-HRXRK,Female,0,Yes,Yes,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,No
-4899,1565-RHDJD,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Yes
-3694,1150-WFARN,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,Yes
-5944,5995-OIGLP,Male,0,No,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,Yes
-2567,0407-BDJKB,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,Yes
-3423,2947-DOMLJ,Male,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,Yes
-2037,8309-IEYJD,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No
-772,3900-AQPHZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes
-6470,4544-RXFMG,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,No
-3562,1624-NALOJ,Male,1,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,Yes
-6660,1447-GIQMR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Yes
-6433,2346-LOCWC,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,No
-4649,5172-RKOCB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875,No
-1674,2808-CHTDM,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,No
-365,1010-DIAUQ,Male,0,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Yes
-4919,8242-PDSGJ,Male,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,No
-4546,5520-FVEWJ,Female,0,Yes,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,Yes
-4327,0958-YHXGP,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,No
-147,2135-RXIHG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes
-6183,6981-TDRFT,Male,0,Yes,Yes,44,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,No
-3088,5751-USDBL,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81,3846.35,No
-5551,8457-XIGKN,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No
-407,0111-KLBQG,Male,1,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,No
-6499,2676-ISHSF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No
-3456,0436-TWFFZ,Female,0,No,No,67,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,No
-4182,4902-OHLSK,Female,1,No,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,Yes
-3576,2560-QTSBS,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,No
-3271,3902-FOIGH,Male,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,Yes
-1031,1352-VHKAJ,Male,0,Yes,Yes,27,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,No
-4600,1741-WTPON,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,No
-855,2382-BCKQJ,Female,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,Yes
-3926,7950-XWOVN,Male,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,No
-78,0191-ZHSKZ,Male,1,No,No,30,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,No
-2247,0362-RAOQO,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,No
-5204,4282-ACRXS,Male,1,Yes,No,38,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,No
-6653,8799-OXZMD,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,No
-6473,9223-UCPVT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,Yes
-4829,1600-DILPE,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45,524.35,No
-788,0810-BDHAW,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,No
-2279,5334-AFQJB,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,No
-4095,0641-EVBOJ,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,No
-3897,8015-IHCGW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,No
-4575,8746-OQQRW,Male,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,No
-5846,3370-HXOPH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,No
-3631,2722-JMONI,Female,1,Yes,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Yes
-6176,0475-RIJEP,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Yes
-424,8111-BKVDS,Female,0,No,No,10,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,No
-392,0224-RLWWD,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,No
-6925,6508-NJYRO,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,No
-6643,3411-WLRSQ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,No
-4200,8316-BBQAY,Female,0,No,No,65,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,No
-2672,2150-OEGBV,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,No
-6438,3551-HUAZH,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes
-4747,8884-FEEWR,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754,No
-3493,5968-VXZLG,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,No
-1459,3070-BDOQC,Female,0,No,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,No
-5074,2821-WARNZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,No
-6999,2108-XWMPY,Male,0,No,No,3,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,Yes
-3835,8194-PEEBY,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,No
-5445,1832-PEUTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,No
-6858,2685-SREOM,Female,0,Yes,Yes,25,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,Yes
-5459,2657-VPXTA,Female,0,Yes,Yes,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,No
-2355,5067-WJEUN,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,No
-2442,2205-YMZZJ,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,Yes
-5472,4277-UDIEF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81,1923.85,No
-464,1480-BKXGA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,No
-163,4648-YPBTM,Male,0,No,No,53,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,No
-6091,3097-NQYSN,Male,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,Yes
-6302,9250-WYPLL,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,Yes
-6747,5245-VDBUR,Female,0,Yes,No,52,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,No
-6982,8468-FZTOE,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,No
-2009,7639-OPLNG,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,No
-3084,8631-XVRZL,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,No
-900,1051-GEJLJ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,No
-5507,5753-QQWPW,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,No
-2293,9339-FIIJL,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,No
-4481,8644-XYTSV,Male,0,Yes,No,42,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,No
-3716,6688-UZPWD,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102,1145.35,Yes
-5840,1534-OULXE,Female,0,Yes,Yes,61,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,No
-1764,3902-MIVLE,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,No
-1549,4237-RLAQD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes
-3029,1208-DNHLN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Yes
-5309,0704-VCUMB,Female,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,No
-2044,2550-QHZGP,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,No
-767,7817-OMJNA,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,No
-1508,2811-POVEX,Female,1,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,No
-6843,9940-HPQPG,Female,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Yes
-4517,2012-NWRPA,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,Yes
-4219,5176-LDKUH,Female,0,No,No,48,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,No
-5849,0281-CNTZX,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,No
-4597,3440-JPSCL,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,Yes
-3292,7284-BUYEC,Female,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,No
-819,4178-EGMON,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88,5986.45,No
-1403,2373-NTKOD,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,No
-1382,4538-WNTMJ,Female,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,No
-2148,1345-GKDZZ,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,No
-1638,8883-ANODQ,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,No
-6771,1488-SYSFC,Male,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,No
-399,5876-QMYLD,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,No
-882,3908-BLSYF,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,Yes
-3565,4317-VTEOA,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,Yes
-6288,3422-GALYP,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,No
-1179,5461-QKNTN,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,No
-4244,9975-GPKZU,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,No
-4793,2284-VFLKH,Male,0,Yes,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,No
-2130,8945-MUQUF,Male,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,Yes
-456,5149-CUZUJ,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,No
-1950,9614-RMGHA,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,Yes
-689,5076-YVXCM,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,No
-5561,5088-QZLRL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,No
-1953,5054-IEXZT,Male,0,No,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes
-2710,3594-BDSOA,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,No
-5216,3034-ZBEQN,Female,0,Yes,No,48,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,Yes
-4349,7903-CMPEY,Male,1,Yes,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Yes
-6109,8654-DHAOW,Female,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,No
-1884,2039-JONDJ,Male,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,No
-6339,7623-TRNQN,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,Yes
-6218,8821-KVZKQ,Female,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,No
-2494,1596-BBVTG,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Yes
-3036,4702-HDRKD,Male,0,No,No,67,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,No
-3603,1501-SGHBW,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81,Yes
-845,0422-OHQHQ,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,No
-542,2866-IKBTM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
-3724,5201-CBWYG,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,No
-4187,2642-MAWLJ,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,No
-3679,1240-KNSEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes
-5620,5286-YHCVC,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,No
-6749,8469-SNFFH,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,No
-4823,9732-KPKBW,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,Yes
-2964,9357-UJRUN,Male,0,Yes,No,24,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,No
-2529,0022-TCJCI,Male,1,No,No,45,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,Yes
-1048,2829-HYVZP,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,No
-1960,5846-QFDFI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,No
-2530,0722-SVSFK,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715,No
-5174,0947-IDHRQ,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,Yes
-237,9903-LYSAB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,No
-1133,3156-QLHBO,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,No
-5824,5321-NTRKC,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,No
-4259,1087-UDSIH,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Yes
-5193,7096-ZNBZI,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,No
-5281,7399-QHBJS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,No
-6727,0749-IRGQE,Female,1,Yes,No,13,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,No
-2978,2960-NKRSO,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,No
-5572,4654-ULTTN,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,No
-5406,9715-WZCLW,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,No
-4743,6681-ZSEXG,Male,0,Yes,No,56,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,No
-3919,9025-AOMKI,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,Yes
-3138,5077-DXTCG,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Yes
-6279,4012-ZTHBR,Female,0,Yes,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,No
-4073,7683-CBDKJ,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,Yes
-6047,0708-LGSMF,Male,0,Yes,No,13,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,No
-3229,5519-NPHVG,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,Yes
-1826,6908-VVYHM,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931,No
-593,0215-BQKGS,Male,0,No,No,30,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,No
-2725,4236-UJPWO,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,No
-4137,7777-UNYHB,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,No
-560,6815-ABQFQ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,No
-5513,0248-PGHBZ,Female,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,No
-4942,2626-URJFX,Male,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Yes
-243,9058-HRZSV,Female,1,Yes,No,65,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,No
-4437,3716-LRGXK,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,No
-4868,2568-OIADY,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762,Yes
-405,7606-BPHHN,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,No
-1442,3253-HKOKL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,No
-261,3606-TWKGI,Male,1,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,Yes
-4709,4007-NHVHI,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,No
-7017,4807-IZYOZ,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,No
-1689,0274-JKUJR,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,No
-1725,5935-FCCNB,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,No
-2496,2333-KWEWW,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,No
-6709,7103-IPXPJ,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,No
-340,6035-BXTTY,Female,1,No,No,32,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,No
-4901,3765-JXVKY,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes
-1601,2927-QRRQV,Male,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,No
-4576,3181-MIZBN,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,No
-3725,0968-GSIKN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Yes
-6974,0422-UXFAP,Female,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,No
-2785,4016-BJKTZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,No
-1523,9327-QSDED,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,No
-5238,7841-FCRQD,Female,0,Yes,No,33,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,No
-6246,7054-DMVAS,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,No
-6521,1092-WPIVQ,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,No
-1766,8763-KIAFH,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,No
-6947,2898-MRKPI,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,No
-4037,0603-TPMIB,Female,0,Yes,Yes,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,No
-5562,8023-QHAIO,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,No
-5703,0795-XCCTE,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,No
-6581,2453-SAFNS,Female,1,No,No,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,No
-363,5176-LMJXE,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,No
-6966,6598-KELSS,Male,0,No,Yes,50,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,No
-6934,6257-DTAYD,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,No
-4443,2672-OJQZP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,No
-5610,1320-HTRDR,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Yes
-6500,9236-NDUCW,Female,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,No
-2562,0277-ORXQS,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,No
-6680,9412-ARGBX,Female,0,No,Yes,48,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,Yes
-6453,8634-MPHTR,Male,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,Yes
-3083,1599-EAHXY,Male,0,Yes,Yes,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,No
-6484,2911-IJORQ,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,No
-2102,2911-WDXMV,Male,0,No,Yes,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,No
-632,1775-KWJKQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,No
-2493,8622-ZLFKO,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,No
-2665,8166-ORCHU,Male,1,Yes,No,33,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,No
-5097,8547-NSBBO,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,No
-4406,3714-XPXBW,Female,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,No
-5165,8062-YBDOE,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
-4987,5846-ABOBJ,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,No
-2334,9121-PHQSR,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,No
-6238,5188-HGMLP,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74,3919.15,No
-3619,6479-VDGRK,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,No
-3883,8104-OSKWT,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,No
-5273,7673-BQGKU,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,No
-4211,2034-CGRHZ,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Yes
-1494,2667-WYLWJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145,Yes
-2401,1089-HDMKP,Male,1,No,Yes,11,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,No
-3874,4570-QHXHL,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,No
-1232,1689-MRZQR,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,Yes
-2661,8780-YRMTT,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,No
-2817,0936-NQLJU,Female,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,No
-6430,2096-XOTMO,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,No
-5818,3197-NNYNB,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,No
-4153,5214-CHIWJ,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,No
-5239,2056-EVGZL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,No
-3061,8118-LSUEL,Male,1,No,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,Yes
-6018,8859-DZTGQ,Male,0,No,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,No
-6967,8739-WWKDU,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,Yes
-1735,2040-XBAVJ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,No
-2823,4884-LEVMQ,Male,0,Yes,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790,No
-5365,0847-HGRML,Male,0,No,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20,1250.1,No
-4819,0607-DAAHE,Male,0,No,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Yes
-2475,0320-DWVTU,Female,0,No,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,No
-2564,3230-WYKIR,Male,0,No,No,18,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82,1425.45,Yes
-5929,5828-DWPIL,Male,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,No
-5441,3512-IZIKN,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,Yes
-707,8329-UTMVM,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964,No
-3046,8715-KKTFG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,No
-6009,6646-VRFOL,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,Yes
-5371,0877-SDMBN,Female,0,No,No,54,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,Yes
-72,1891-QRQSA,Male,1,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099,No
-4448,6543-XRMYR,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,Yes
-6584,6340-DACFT,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,No
-1190,6807-SIWJI,Male,0,No,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,No
-2601,7730-CLDSV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,No
-1125,8111-SLLHI,Male,1,Yes,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,Yes
-1241,0096-FCPUF,Male,0,No,No,30,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,No
-6305,1597-LHYNC,Female,1,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95,2497.2,Yes
-5809,8132-YPVBX,Female,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,No
-3351,1120-BMWUB,Female,0,No,No,16,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,Yes
-4008,0743-HRVFF,Female,0,Yes,Yes,51,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,No
-1577,9254-RBFON,Female,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,Yes
-3906,6372-RFVNS,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,Yes
-3729,3635-QQRQD,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,No
-4358,6253-WRFHY,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,No
-1343,7690-KPNCU,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,No
-7024,7398-LXGYX,Male,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,No
-440,0771-WLCLA,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,No
-1100,9578-FOMUK,Male,0,No,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,No
-2637,7665-NKLAV,Female,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,No
-4954,9725-SCPZG,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,Yes
-649,3509-GWQGF,Male,1,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70,1732.6,No
-1546,7114-AEOZE,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,No
-6024,5095-AESKG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Yes
-5370,0112-QAWRZ,Male,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,No
-2852,5485-ITNPC,Male,0,Yes,No,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,No
-3503,9821-BESNZ,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,No
-5086,3705-PSNGL,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,Yes
-630,5099-BAILX,Male,1,Yes,Yes,43,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,Yes
-4768,3996-ZNWYK,Male,1,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,No
-1249,2833-SLKDQ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,Yes
-5812,3422-LYEPQ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71,71,Yes
-482,4612-SSVHJ,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,No
-1584,9906-NHHVC,Female,1,No,No,65,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,No
-4676,3011-WQKSZ,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20,377.55,No
-1462,9824-QCJPK,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,666.75,No
-3040,7317-GGVPB,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,Yes
-5411,7932-WPTDS,Female,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes
-3273,7112-OPOTK,Male,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Yes
-3683,7688-AWMDX,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,No
-4145,8474-UMLNT,Female,0,No,No,13,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,No
-4953,1627-AFWVJ,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,No
-3225,4931-TRZWN,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,No
-1072,7771-ZONAT,Male,0,No,No,22,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,No
-2631,6861-XWTWQ,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,Yes
-1660,1171-TYKUR,Male,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,No
-2425,0142-GVYSN,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,No
-5935,2931-FSOHN,Male,1,No,No,13,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,No
-5345,9526-JAWYF,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,Yes
-3097,2410-CIYFZ,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,No
-3976,5261-QSHQM,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Yes
-6299,9541-PWTWO,Female,0,No,No,52,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,No
-6681,1389-CXMLU,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,Yes
-4998,8920-NAVAY,Male,1,No,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,No
-5579,2225-ZRGSG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,Yes
-1408,5678-VFNEQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,No
-1845,4115-UMJFQ,Male,0,No,No,69,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,No
-1798,3506-OVLKD,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,No
-3957,2019-HDCZY,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,No
-1475,6048-UWKAL,Female,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,No
-35,6234-RAAPL,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,No
-444,1910-FMXJM,Female,0,Yes,No,36,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,No
-2359,2616-UUTFK,Male,0,Yes,No,33,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,No
-3654,8751-EDEKA,Female,0,Yes,No,28,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,No
-3179,3721-WKIIL,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,No
-1286,8985-OOPOS,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,No
-5212,3511-BFTJW,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763,No
-4445,3134-DSHVC,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98,6218.45,No
-3416,0603-OLQDC,Male,0,No,Yes,12,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,No
-2137,8612-GXIDD,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313,No
-2636,0907-HQNTS,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113,7987.6,No
-4016,7754-IXRMC,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,No
-6802,5626-MGTUK,Female,0,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,No
-1681,4836-WNFNO,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25,1849.2,No
-5119,6034-YMTOB,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,No
-1692,1696-MZVAU,Male,0,Yes,Yes,39,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,No
-5189,6907-FLBER,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,No
-5606,6586-PSJOX,Male,0,No,Yes,15,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,No
-3635,5296-PSYVW,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,No
-372,6122-EFVKN,Male,0,No,Yes,24,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,No
-5405,4097-YODCF,Male,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,No
-6667,0872-NXJYS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,Yes
-140,3146-MSEGF,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,No
-4419,1045-LTCYT,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,No
-6556,0661-KQHNK,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19,105.5,No
-5787,6711-VTNRE,Female,0,No,No,36,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Yes
-714,4312-KFRXN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,No
-3188,0587-DMGBH,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Yes
-6214,6725-TPKJO,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,No
-4431,8630-FJLIB,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,No
-4921,0089-IIQKO,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,No
-406,4742-DRORA,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812,No
-20,8779-QRDMV,Male,1,No,No,1,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,Yes
-1004,7047-YXDMZ,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,417.7,No
-2411,6901-GOGZG,Male,0,No,Yes,60,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,No
-2545,0654-PQKDW,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,No
-2390,1226-JZNKR,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,No
-5655,5666-MBJPT,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725,No
-42,9867-JCZSP,Female,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,No
-2830,1699-UOTXU,Male,0,No,No,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,No
-3371,4946-EDSEW,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Yes
-3022,1796-JANOW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,No
-3364,5519-YLDGW,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,Yes
-4399,3086-RUCRN,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595,No
-11,7469-LKBCI,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,No
-4760,3569-VLDHH,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013,No
-1177,2933-XEUJM,Female,0,No,No,46,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,No
-1947,5504-WSIUR,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,No
-2501,6585-WCEWR,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,No
-2863,4146-SVFUD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,No
-3865,5701-SVCWR,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24,24,No
-1026,4822-RVYBB,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,Yes
-3848,8805-JNRAZ,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,No
-2989,3308-MHOOC,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,No
-961,4378-BZYFP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,No
-2889,9830-ECLEN,Male,0,Yes,Yes,58,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50,2919.85,No
-3015,1498-NHTLT,Male,0,Yes,Yes,59,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186,No
-3338,1513-XNPPH,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Yes
-4967,4398-HSCJH,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,Yes
-735,7595-EHCDL,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,No
-4400,5215-LNLDJ,Female,0,Yes,Yes,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,No
-1440,7677-SJJJK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,No
-2875,9992-RRAMN,Male,0,Yes,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,Yes
-3986,6242-FEGFD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,No
-916,3956-CJUST,Female,1,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,No
-5876,4844-JJWUY,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86,86,Yes
-5491,3703-TTEPD,Male,0,No,No,21,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,No
-4089,4282-YMKNA,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Yes
-6502,6103-QCKFX,Female,0,Yes,Yes,44,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,No
-5499,4631-OACRM,Male,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,Yes
-2772,3470-OBUET,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74,4868.4,No
-1624,2929-QNSRW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,Yes
-6891,7853-OETYL,Female,0,Yes,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,No
-821,5318-YKDPV,Male,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,No
-1367,4238-HFHSN,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,No
-3712,9209-NWPGU,Male,0,No,No,44,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,No
-6324,5022-JNQEQ,Female,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,No
-850,6007-TCTST,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,No
-1000,8357-EQXFO,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,Yes
-5228,3589-PPVKW,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,No
-4114,1574-DYCWE,Female,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,No
-1637,4999-IEZLT,Male,0,No,No,66,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,No
-1667,4403-BWPAY,Male,0,No,No,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,No
-4589,1494-EJZDW,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,No
-3173,9766-HGEDE,Female,0,Yes,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307,No
-5355,4724-WXVWF,Male,0,No,No,48,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,No
-1347,5469-NUJUR,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,No
-6840,1724-IQWNM,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,No
-3230,8043-PNYSD,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,No
-6369,6734-FQAJX,Male,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,No
-5407,9786-YWNHU,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,No
-4783,8760-ZRHKE,Female,1,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,No
-3232,2703-AMTUL,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,No
-5760,4583-PARNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,No
-703,6942-LBFDP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,No
-7022,7203-OYKCT,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,No
-3291,9143-CANJF,Female,0,Yes,Yes,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,No
-3673,1723-HKXJQ,Male,0,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,Yes
-2408,6619-RPLQZ,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,No
-1327,4791-QRGMF,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,Yes
-6551,6728-VOIFY,Female,0,Yes,No,63,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96,6109.75,No
-6338,2081-KJSQF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No
-4440,3397-AVTKU,Male,0,No,No,43,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60,2548.55,No
-6735,6365-HITVU,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,No
-986,2604-XVDAM,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,No
-5590,0487-VVUVK,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,No
-6386,6656-GULJQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,No
-6055,6599-SFQVE,Female,0,No,No,6,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55,340.4,No
-5830,6754-WKSHP,Male,0,No,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,No
-4049,6199-IWKGC,Female,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,No
-3485,6221-AVQYL,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Yes
-2474,5630-IXDXV,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,No
-3873,7340-KEFQE,Female,0,Yes,Yes,51,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782,No
-1198,5542-NKVRU,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,No
-4181,4553-DVPZG,Female,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,No
-1518,1925-GMVBW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,No
-5838,9822-BIIGN,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,No
-1799,9172-ANCRX,Female,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,Yes
-1014,4695-VADHF,Male,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,Yes
-128,3930-ZGWVE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No
-1364,1084-MNSMJ,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,No
-5412,3733-UOCWF,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,No
-4470,8242-JSVBO,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,No
-891,3804-RVTGV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Yes
-2793,3904-UKFRE,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,No
-5912,7248-VZQLC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Yes
-4403,0257-KXZGU,Female,0,Yes,Yes,32,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,No
-6703,2737-WFVYW,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,Yes
-6039,5649-TJHOV,Male,1,Yes,No,27,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032,Yes
-3249,4324-BZCKL,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,No
-1208,5494-HECPR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,Yes
-3868,1396-QWFBJ,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Yes
-6318,0547-HURJB,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,No
-4065,7239-HZZCX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes
-6023,4698-KVLLG,Female,1,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,No
-1239,0319-QZTCO,Female,0,Yes,Yes,3,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,No
-2289,4056-QHXHZ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,No
-2740,0415-MOSGF,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes
-275,6432-TWQLB,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,Yes
-4585,1069-XAIEM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,Yes
-1035,1767-CJKBA,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,No
-1229,9068-VPWQQ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,No
-1008,8818-XYFCQ,Male,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,Yes
-3828,8747-UDCOI,Female,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,No
-2532,9825-YCXWZ,Female,1,No,No,41,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,No
-4293,2114-MGINA,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,Yes
-1058,2074-GKOWZ,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,Yes
-5220,2282-YGNOR,Female,0,No,No,29,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58,1734.5,No
-281,8229-MYEJZ,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,No
-1043,4883-QICIH,Male,0,Yes,Yes,32,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Yes
-1316,9788-YTFGE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,No
-968,3429-IFLEM,Female,0,No,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,No
-2381,7649-PHJVR,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,No
-5617,0816-TSPHQ,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,No
-1939,8267-KFGYD,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,No
-6560,9801-NOSHQ,Male,0,No,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,No
-1274,7182-OVLBJ,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,No
-619,4059-IIEBK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,No
-5113,9258-CNWAC,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,No
-1742,5318-IXUZF,Female,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,Yes
-1390,8039-ACLPL,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,No
-5733,4817-KEQSP,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,No
-1579,9391-EOYLI,Male,1,Yes,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,Yes
-1655,7963-GQRMY,Female,0,Yes,Yes,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,Yes
-3568,2227-JRSJX,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,No
-2352,3981-QSVQI,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No
-2212,8076-FEZKJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,No
-7001,6304-IJFSQ,Male,0,No,No,3,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,Yes
-3178,2834-SPCJV,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,Yes
-3192,1231-YNDEK,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No
-1307,1866-NXPSP,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,No
-575,9548-LIGTA,Male,0,Yes,No,61,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,No
-2360,7064-JHXCE,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,No
-1280,2388-LAESQ,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,No
-6820,6300-BWMJX,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,No
-4957,4486-EFAEB,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,No
-5827,3161-GETRM,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097,No
-1993,9828-AOQLM,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Yes
-2639,2433-KMEAS,Male,0,No,No,22,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Yes
-269,7014-ZZXAW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,No
-629,4554-YGZIH,Male,1,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,Yes
-6574,6969-MVBAI,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,No
-3081,6376-GAHQE,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,Yes
-3466,9430-NKQLY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,No
-6146,4009-ALQFH,Female,0,No,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,Yes
-4396,0023-HGHWL,Male,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Yes
-4023,1686-STUHN,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,No
-6669,3588-WSTTJ,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,No
-2046,2538-OIMXF,Female,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,No
-4356,3806-YAZOV,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56,No
-5528,9127-QRZMH,Male,0,Yes,No,44,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,No
-2113,7607-QKKTJ,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95,4368.85,No
-27,8665-UTDHZ,Male,0,Yes,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,Yes
-2040,7398-HPYZQ,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404,No
-3928,4647-MUZON,Female,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,No
-6362,6856-RAURS,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,No
-3216,7250-EQKIY,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,Yes
-6557,8709-KRDVL,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100,3320.6,No
-3814,6701-YVNQG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,No
-129,2639-UGMAZ,Male,1,No,No,71,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,No
-5214,2983-ZANRP,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Yes
-6911,0508-SQWPL,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,No
-4599,1834-ABKHQ,Female,0,Yes,Yes,52,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,No
-13,0280-XJGEX,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,Yes
-6040,0519-XUZJU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,Yes
-4476,7434-SHXLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes
-1525,3012-VFFMN,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,No
-2365,7268-IGMFD,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,No
-4648,9717-QEBGU,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144,No
-3052,5151-HQRDG,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,No
-4005,2565-JSLRY,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Yes
-2340,0234-TEVTT,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45,2196.3,No
-374,6862-CQUMB,Male,0,No,No,37,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,No
-6249,7823-JSOAG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,No
-6762,9863-JZAIC,Male,0,No,No,35,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55,2010.55,Yes
-939,0347-UBKUZ,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,No
-6738,3590-TCXTB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No
-4573,6855-VLGOS,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,No
-2147,2023-VQFDL,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19,348.8,No
-3591,0133-BMFZO,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,Yes
-5564,3057-VJJQE,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,No
-6786,9820-RMCQV,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501,Yes
-5920,9355-NPPFS,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,No
-3623,9819-FBNSV,Male,1,Yes,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,No
-529,0356-OBMAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,No
-3714,7306-YDSOI,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,No
-4732,1052-QJIBV,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,No
-1269,8480-PPONV,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,No
-4281,8582-KRHPJ,Male,0,No,No,50,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35,1782.4,No
-1394,2272-JKMSI,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,No
-4850,0931-MHTEM,Female,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,No
-4009,4006-HKYHO,Male,0,No,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,No
-4390,0377-JBKKT,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,No
-1797,0839-QNXME,Female,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,No
-2979,8996-ZROXE,Male,1,No,No,57,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,No
-1441,2480-EJWYP,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,No
-5263,9591-YVTEB,Male,1,No,No,55,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,No
-6860,0402-CQAJN,Female,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,Yes
-3811,3620-MWJNE,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,No
-1273,9681-KYGYB,Male,1,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,No
-4703,2956-GGUCQ,Male,1,Yes,No,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Yes
-1712,6303-KFWSL,Female,0,No,No,29,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,No
-955,9448-REEVD,Male,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Yes
-5209,1841-YSJGV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,No
-5626,2458-EOMRE,Female,0,No,No,11,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,No
-6223,2575-GFSOE,Female,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69,506.9,Yes
-6465,8164-OCKUJ,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286,No
-403,3067-SVMTC,Female,0,Yes,No,68,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,No
-2071,3392-EHMNK,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,No
-6687,5561-NWEVX,Female,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,Yes
-1977,5692-ICXLW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,No
-158,6371-NZYEG,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024,No
-3888,6086-ESGRL,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,Yes
-902,2719-BDAQO,Male,0,No,No,17,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,Yes
-352,4115-NZRKS,Female,1,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,No
-4540,6728-WYQBC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,No
-4130,4439-YRNVD,Female,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374,No
-754,0139-IVFJG,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,No
-2971,9348-ROUAI,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,No
-7008,1980-KXVPM,Female,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Yes
-2920,9453-PATOS,Female,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,No
-311,7277-OZCGZ,Female,0,No,No,22,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,No
-4644,5701-ZIKJE,Male,0,No,No,13,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,No
-661,8095-WANWK,Female,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,No
-1989,9885-MFVSU,Female,0,Yes,Yes,35,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,No
-3665,1545-JFUML,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99,6994.6,No
-306,0265-EDXBD,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Yes
-2335,3113-IWHLC,Male,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,No
-4790,5216-WASFJ,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,No
-2356,3450-WXOAT,Male,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,No
-3702,4818-QIUFN,Female,1,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Yes
-3804,9773-PEQBZ,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,No
-1927,4566-GOLUK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Yes
-6330,9921-QFQUL,Female,0,Yes,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,No
-3427,9919-KNPOO,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,No
-749,8405-IGQFX,Female,0,No,No,63,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817,No
-3638,7579-OOPEC,Female,1,Yes,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Yes
-6041,3363-EWLGO,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,No
-1266,1251-STYSZ,Female,1,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,No
-5343,4254-QPEDE,Female,0,Yes,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,No
-6221,0042-JVWOJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,No
-3595,2260-USTRB,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Yes
-2134,8974-OVACP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,No
-5066,7191-ADRGF,Male,0,Yes,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,No
-4109,0746-JTRFU,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Yes
-4969,2303-PJYHN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52,No
-4904,0114-PEGZZ,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,No
-514,2475-MROZF,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95,2852.4,No
-6562,3621-CEOVK,Female,1,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,Yes
-409,7989-CHGTL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes
-5250,3338-CVVEH,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,No
-7014,9053-EJUNL,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,No
-6963,9547-ITEFG,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,No
-6101,4627-MIHJH,Female,1,No,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,No
-207,1285-OKIPP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,Yes
-458,4237-CLSMM,Male,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,38,No
-2054,9734-UYXQI,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Yes
-2430,1821-BUCWY,Male,0,No,No,30,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,No
-250,4075-JFPGR,Female,0,Yes,No,51,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,No
-6013,5671-UUNXD,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,No
-1107,0971-QIFJK,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,No
-5710,6297-NOOPG,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,No
-1713,1702-CCFNJ,Male,0,Yes,No,52,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,No
-3911,0991-BRRFB,Male,0,No,No,18,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,Yes
-715,5575-TPIZQ,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,No
-552,2075-PUEPR,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,No
-1439,0506-LVNGN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Yes
-2270,4140-MUHUG,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,Yes
-3144,7968-QUXNS,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,No
-6720,9530-GRMJG,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,No
-1925,2123-VSCOT,Female,0,Yes,Yes,59,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,No
-634,9411-TPQQV,Female,0,No,No,40,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,No
-316,3973-SKMLN,Male,0,No,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,No
-6610,9696-RMYBA,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,No
-427,8734-DKSTZ,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,No
-5221,5336-UFNZP,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,No
-105,6180-YBIQI,Male,0,No,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,No
-3041,1406-PUQVY,Male,0,No,Yes,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No
-4238,5016-LIPDW,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,No
-2169,6418-PIQSP,Female,0,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81,4985.9,No
-1709,3280-MRDOF,Male,1,No,No,30,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,No
-89,3016-KSVCP,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,No
-2241,2908-WGAXL,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,No
-3174,6968-MHOMU,Male,0,Yes,No,58,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45,2689.35,No
-5253,2851-STERV,Male,1,No,No,35,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73,2471.25,No
-1949,8466-PZBLH,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,No
-4044,2126-GSEGL,Female,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,No
-2848,7508-KBIMB,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,No
-1,5575-GNVDE,Male,0,No,No,34,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,56.95,1889.5,No
-4337,2674-MLXMN,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,No
-935,6630-UJZMY,Female,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,No
-6028,1871-MOWRM,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Yes
-2720,3426-NIYYL,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,Yes
-591,5512-IDZEI,Male,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,No
-6852,2408-PSJVE,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,No
-2936,3352-ALMCK,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,No
-2448,9221-OTIVJ,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,Yes
-1576,0993-OSGPT,Female,1,Yes,No,68,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,No
-5879,6603-YRDCJ,Male,0,Yes,No,33,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,No
-213,4709-LKHYG,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20,540.05,No
-778,3758-CKOQL,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107,6152.3,No
-3496,5201-FRKKS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,No
-5523,5044-LRQAQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,No
-2043,6557-BZXLQ,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,No
-6382,8608-OZTLB,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,No
-1567,1436-ZMJAN,Female,0,Yes,No,10,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,No
-165,6345-FZOQH,Male,0,Yes,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,No
-4702,6008-NAIXK,Male,1,No,No,54,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,No
-3566,9677-AVKED,Female,0,No,Yes,53,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,No
-5388,5515-IDEJJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes
-6692,8591-NXRCV,Female,0,No,No,41,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,No
-2013,7328-OWMOM,Female,0,No,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,No
-273,4716-HHKQH,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,No
-3860,9862-KJTYK,Male,0,No,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,No
-4167,5120-ZBLAI,Female,0,Yes,No,50,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,No
-6920,2595-KIWPV,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,No
-3788,1725-IQNIY,Male,0,Yes,No,54,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,Yes
-394,3951-NJCVI,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,No
-583,1423-BMPBQ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19,19,No
-7020,9837-FWLCH,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239,No
-6526,3190-XFANI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,Yes
-6797,8725-JEDFD,Male,0,No,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,No
-6731,0164-XAIRP,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,No
-520,5174-ITUMV,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,No
-1763,6519-CFDBX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,No
-1875,9637-CDTKZ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,No
-3965,3692-JHONH,Female,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,No
-3344,6347-DCUIK,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Yes
-2253,0336-PIKEI,Male,1,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,No
-3224,4013-UBXWQ,Female,0,No,No,7,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,Yes
-526,8606-CIQUL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,No
-2946,3404-JNXAX,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,No
-4473,2665-NPTGL,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,No
-3899,9278-VZKCD,Female,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,No
-692,9620-QJREV,Male,0,No,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,No
-6652,0827-ITJPH,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689,No
-4444,0137-UDEUO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Yes
-3633,3878-AVSOQ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,No
-1050,1271-SJBGZ,Male,1,No,No,12,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Yes
-590,0619-OLYUR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,No
-519,7531-GQHME,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,No
-3380,5178-LMXOP,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,Yes
-3676,2364-UFROM,Male,0,No,No,30,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,No
-5802,3570-YUEKJ,Female,0,No,No,42,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,No
-5179,9048-JVYVF,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,Yes
-1607,4154-AQUGT,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Yes
-3610,2612-RANWT,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Yes
-6717,3768-NLUBH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,Yes
-1809,9606-PBKBQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,2642.05,Yes
-791,3442-ZHHCC,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023,No
-792,5726-CVNYA,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,No
-6789,7839-QRKXN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes
-1855,5296-BFCYD,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,No
-1980,1960-UYCNN,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,No
-3233,0928-JMXNP,Male,1,Yes,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,No
-3598,6185-TASNN,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,No
-933,4750-ZRXIU,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,Yes
-3963,3274-NSDWE,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,No
-5230,5887-IKKYO,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,No
-6536,3439-GVUSX,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No
-4179,8224-DWCKX,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,No
-4026,0266-GMEAO,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,No
-6232,9681-OXGVC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514,Yes
-4116,2466-FCCPT,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,No
-988,9046-JBFWA,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,No
-5427,2455-USLMV,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,No
-3453,0326-VDYXE,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,No
-6429,6332-FBZRI,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,No
-3778,9631-XEYKE,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,No
-5908,4786-UKSNZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Yes
-3093,9931-DCEZH,Male,0,No,Yes,28,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,No
-3155,4962-CHQPW,Male,0,No,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,No
-5069,1602-IJQQE,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,Yes
-3201,4717-GHADL,Female,0,No,No,50,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,No
-5681,2522-WLNSF,Female,1,Yes,No,34,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,No
-1098,9742-XOKTS,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,No
-5848,9958-MEKUC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,No
-2844,2265-CYWIV,Female,1,Yes,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,Yes
-886,2123-AGEEN,Female,1,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,No
-6948,2750-BJLSB,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,No
-5457,9496-IVVRP,Female,0,Yes,Yes,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51,581.7,No
-515,9412-GHEEC,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,Yes
-6496,2474-BRUCM,Male,1,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,Yes
-4833,8510-BBWMU,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,No
-1453,5899-OUVKV,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,No
-3553,6134-KWTBV,Male,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,No
-3609,4488-KQFDT,Female,0,No,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423,No
-4665,3884-UEBXB,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,No
-2506,8735-SDUFN,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,No
-2994,8046-DNVTL,Male,0,Yes,No,62,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,No
-3999,5276-KQWHG,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,Yes
-6671,5090-EMGTC,Female,0,Yes,No,59,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,No
-906,5543-QDCRY,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,No
-28,5248-YGIJN,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,No
-6228,8597-CTXVJ,Male,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,No
-2507,9668-PUGNU,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,No
-2428,2519-FAKOD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,Yes
-5043,4325-NFSKC,Male,1,No,No,19,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660,Yes
-762,7379-POKDZ,Male,0,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Yes
-3747,1548-ARAGG,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,No
-4811,5175-AOBHI,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46,193.6,Yes
-284,9512-UIBFX,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,Yes
-686,5313-FPXWG,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,No
-6506,5889-LFOLL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,Yes
-2353,2789-HQBOU,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,No
-5664,0875-CABNR,Female,1,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Yes
-6050,0487-RPVUM,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,No
-21,1680-VDCWW,Male,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,No
-2752,4139-SUGLD,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Yes
-885,4661-NJEUX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,No
-917,4079-WWQQQ,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,No
-1040,1236-WFCDV,Male,1,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,Yes
-5584,6330-JKLPC,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Yes
-1265,1004-NOZNR,Male,1,No,Yes,56,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,No
-4579,5650-YLIBA,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,No
-6095,0690-SRQID,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,No
-277,3179-GBRWV,Male,1,Yes,No,21,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,No
-5084,8966-OIQHG,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,No
-2084,1084-UQCHV,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Yes
-1245,6507-ZJSUR,Male,1,Yes,No,23,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,No
-2382,6114-TCFID,Female,0,No,No,29,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,No
-571,7025-WCBNE,Male,1,No,No,47,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754,No
-1435,9052-VKDUW,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,No
-3902,5999-LCXAO,Female,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,No
-5089,0277-BKSQP,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,No
-1247,5593-SUAOO,Female,0,Yes,Yes,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,No
-4681,9965-YOKZB,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,Yes
-3526,9026-RNUJS,Male,1,No,No,5,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,Yes
-2514,8922-LIEGH,Female,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,Yes
-1007,6993-OHLXR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,Yes
-4770,7762-ONLJY,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,No
-4543,7216-KAOID,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,No
-5856,9873-MNDKV,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,No
-6100,3565-UNOCC,Female,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,Yes
-2064,7061-OVMIM,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,No
-5558,0675-NCDYU,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,No
-1690,5740-YHGTW,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,No
-6079,9881-VCZEP,Female,0,Yes,No,25,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373,No
-1985,8901-HJXTF,Female,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,Yes
-294,1563-IWQEX,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,No
-1547,2886-KEFUM,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,Yes
-2012,6845-RGTYS,Female,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,Yes
-588,0742-LAFQK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,No
-3329,5366-OBVMR,Female,0,Yes,No,18,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,No
-2403,0310-SUCIN,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,No
-2129,9787-XVQIU,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Yes
-3998,6752-APNJL,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,No
-6163,3427-GGZZI,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,No
-3741,2984-TBYKU,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,No
-3508,2368-GAKKQ,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,No
-2719,4295-YURET,Female,1,Yes,Yes,56,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,No
-4521,8671-KKKOS,Female,0,Yes,No,46,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,No
-5150,7017-VFULY,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No
-6412,6519-ZHPXP,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,No
-6419,3865-ZYKAD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,No
-556,2654-VBVPB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,No
-4795,6532-YLWSI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Yes
-2469,4716-MRVEN,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,599.3,No
-3738,4950-BDEUX,Male,0,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,No
-4286,4123-DVHPH,Male,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,No
-5797,1169-WCVAK,Male,0,Yes,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,No
-5289,3642-GKTCT,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,No
-1716,5515-RUGKN,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,No
-2604,6481-ESCNL,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,No
-5808,2419-FSORS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,No
-1704,0107-YHINA,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,Yes
-2139,8160-HOWOX,Female,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,No
-3239,3890-RTCMS,Male,0,No,No,16,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799,No
-2383,3787-TRIAL,Male,0,Yes,Yes,21,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,No
-4311,2187-LZGPL,Female,0,No,No,7,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Yes
-1285,9134-CEQMF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,Yes
-6175,4377-VDHYI,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,No
-6289,9053-JZFKV,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,Yes
-3930,8849-PRIQJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,No
-5324,7901-IIDQV,Male,0,No,No,24,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,No
-1591,8246-SHFGA,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,No
-6977,2843-CQMEG,Male,0,No,No,24,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,No
-2162,6635-CPNUN,Male,0,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,No
-2396,4083-BFNYK,Female,1,Yes,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95,3591.25,No
-317,2321-OMBXY,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,Yes
-6317,7493-TPUWZ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,Yes
-3111,8809-RIHDD,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,Yes
-5233,0302-JOIVN,Female,0,Yes,No,8,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,Yes
-5624,4462-CYWMH,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,No
-6835,7964-ZRKKG,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,No
-4036,4054-CUMIA,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,No
-795,5173-WXOQV,Male,0,Yes,No,2,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,No
-3020,5199-FPUSP,Male,0,No,Yes,33,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,No
-1711,9964-WBQDJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,No
-3387,3530-CRZSB,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,No
-36,6047-YHPVI,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Yes
-4549,2074-GUHPQ,Female,0,No,Yes,17,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,No
-913,5993-BQHEA,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267,No
-5295,2144-BFDSO,Female,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,No
-3972,5382-TEMLV,Male,0,No,No,45,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,No
-4133,2208-UGTGR,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,No
-974,0604-THJFP,Female,0,Yes,Yes,59,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,No
-983,8603-IJWDN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,Yes
-6620,6457-USBER,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,Yes
-1418,9350-VLHMB,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,No
-1560,7338-ERIVA,Male,0,No,Yes,39,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,No
-4135,8670-MEFCP,Female,0,Yes,Yes,36,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,No
-5613,3913-FCUUW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,No
-4265,2632-UCGVD,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,Yes
-1355,5624-RYAMH,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,No
-6589,3118-UHVVQ,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,No
-6674,6258-NGCNG,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173,No
-987,3717-OFRTN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,No
-2682,9462-MJUAW,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,Yes
-5047,8149-AIQCG,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,No
-1640,2351-RRBUE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,No
-1290,3108-PCCGG,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,No
-3681,4433-JCGCG,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101,4680.05,Yes
-1380,1131-SUEKT,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,No
-1933,1964-SVLEA,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,No
-4675,7486-KSRVI,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100,4211.55,Yes
-5924,2236-HILPA,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,No
-3160,2253-KPMNB,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,No
-2030,3090-LETTY,Male,0,No,Yes,2,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,No
-892,6259-WJQLC,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,No
-4876,5923-GXUOC,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,Yes
-4069,9938-TKDGL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668,No
-4255,2157-MXBJS,Male,0,Yes,No,13,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,Yes
-2,3668-QPYBK,Male,0,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.85,108.15,Yes
-2109,3521-HTQTV,Male,0,No,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,No
-849,7408-OFWXJ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,No
-2737,5074-FBGHB,Male,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,No
-2466,7717-BICXI,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,No
-1914,5356-CSVSQ,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,No
-1596,7321-VGNKU,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,No
-1913,7188-CBBBA,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,No
-5139,5549-ZGHFB,Male,0,Yes,Yes,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,No
-6872,5297-MDOIR,Female,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,No
-2736,0924-BJCRC,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,No
-726,4950-HKQTE,Female,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,No
-53,7495-OOKFY,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Yes
-1796,2474-LCNUE,Female,0,Yes,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,No
-3845,0004-TLHLJ,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Yes
-2553,9137-NOQKA,Male,1,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,No
-2800,0519-DRGTI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,No
-936,5709-LVOEQ,Female,0,Yes,Yes,0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,80.85, ,No
-5806,7854-EKTJL,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,Yes
-824,4335-BSMJS,Female,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,No
-4321,5599-HVLTW,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,No
-3401,4299-OPXEJ,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,No
-1389,8621-MNIHH,Female,1,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,Yes
-3564,7820-ZYGNY,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,No
-884,5170-PTRKA,Female,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782,No
-4867,0899-LIIBW,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,No
-1868,3961-SXAXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,No
-5181,5727-MYATE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,No
-10,9763-GRSKD,Male,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,No
-3415,1625-JAIIY,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83,5685.8,Yes
-1463,4763-PGDPO,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281,Yes
-806,7382-DFJTU,Male,0,No,No,18,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,No
-5741,5883-GTGVD,Male,0,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,Yes
-6740,7957-RYHQD,Female,1,No,No,40,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Yes
-4068,3423-HHXAO,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272,No
-2108,0842-IWYCP,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,No
-5943,2202-CUYXZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,Yes
-6981,5568-DMXZS,Female,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,No
-2234,4500-HKANN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,No
-963,4849-PYRLQ,Female,1,No,No,56,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,No
-4494,0225-ZORZP,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,No
-2632,9018-PCIOK,Female,0,No,No,55,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,No
-704,1456-TWCGB,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,No
-431,7781-HVGMK,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,No
-4388,3525-DVKFN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,No
-145,5716-EZXZN,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,No
-2033,8305-VHZBZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes
-5909,5343-SGUBI,Female,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,No
-1165,6479-OAUSD,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,No
-3500,5443-SCMKX,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,No
-2050,4872-JCVCA,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,No
-3760,8617-ENBDS,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,No
-2624,0820-FNRNX,Male,0,Yes,Yes,17,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,No
-4484,7465-ZZRVX,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,No
-4435,5453-AXEPF,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,No
-5608,9705-ZJBCG,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,No
-5454,2506-TNFCO,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes
-4361,8680-CGLTP,Male,0,No,No,29,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,No
-2424,5236-PERKL,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465,Yes
-1262,6625-UTXEW,Female,0,Yes,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,No
-1771,7156-MHUGY,Male,1,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,Yes
-3511,3785-KTYSH,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279,No
-271,7633-MVPUY,Male,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,No
-4792,7067-KSAZT,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,Yes
-7011,5482-NUPNA,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,Yes
-244,4522-AKYLR,Female,1,No,No,13,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,No
-6828,2005-DWQZJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,No
-4572,6377-WHAOX,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,No
-2032,3753-TSEMP,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,Yes
-6488,0488-GSLFR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Yes
-5563,4397-FRLTA,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,No
-813,3551-GAEGL,Male,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,No
-3810,2903-YYTBW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,No
-6987,5981-ZVXOT,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,No
-5716,8903-XEBGX,Male,0,No,Yes,2,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,No
-1804,6016-LVTJQ,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,No
-5982,3721-CNZHX,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,No
-4346,9351-LZYGF,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,No
-2461,7706-YLMQA,Female,0,No,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,No
-545,7129-AZJDE,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,No
-3241,3148-BLQJT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,Yes
-738,1307-TVUFB,Male,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,No
-310,1098-TDVUQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,No
-3521,2550-AEVRU,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053,No
-1131,8257-RZAHR,Female,0,Yes,No,14,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941,Yes
-6932,0463-ZSDNT,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,No
-4111,7184-LRUUR,Female,0,No,No,22,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,No
-2769,5577-OTWWW,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Yes
-920,7471-WNSUF,Male,0,Yes,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,No
-3587,6210-KBBPI,Male,1,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,Yes
-3959,8788-DOXSU,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,No
-38,5380-WJKOV,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,Yes
-4459,3178-FESZO,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,Yes
-4278,6821-JPCDC,Female,0,Yes,No,48,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,No
-2983,4674-HGNUA,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,No
-5290,0774-RMNUW,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,No
-7026,8775-CEBBJ,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Yes
-5217,5018-HEKFO,Female,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,No
-2667,8454-AATJP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405,No
-3223,3082-VQXNH,Male,0,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,No
-1182,3164-YAXFY,Male,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196,No
-6387,9853-JFZDU,Female,0,Yes,No,35,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,No
-614,7138-GIRSH,Male,0,No,No,50,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,No
-6912,2215-ZAFGX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,No
-1466,8205-MQUGY,Male,0,Yes,Yes,12,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,No
-4497,0575-CUQOV,Male,1,Yes,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867,No
-3042,1322-AGOQM,Male,0,No,No,46,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Yes
-934,4198-VFOEA,Female,0,No,No,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,No
-2419,2450-ZKEED,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,No
-5085,7074-STDCN,Male,0,No,No,39,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,No
-6351,1842-EZJMK,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,Yes
-5704,0168-XZKBB,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,No
-4822,2664-XJZNO,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,No
-826,3643-AHCFP,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,Yes
-1521,9207-ZPANB,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,No
-2930,5322-ZSMZY,Male,0,Yes,Yes,31,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,No
-4232,3066-RRJIO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Yes
-628,2469-DTSGX,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,No
-4430,5061-PBXFW,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,No
-3853,7128-GGCNO,Male,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,No
-390,3597-MVHJT,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,No
-4345,4302-ZYFEL,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,No
-6862,1273-MTETI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,Yes
-3990,6986-IXNDM,Male,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,No
-400,2277-AXSDC,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,No
-4806,6729-FZWSY,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,No
-5135,1156-ZFYDO,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No
-5687,9386-LDCZR,Male,0,No,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,No
-3359,3623-FQBOX,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,No
-46,5948-UJZLF,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97,No
-6752,9928-BZVLZ,Female,0,No,No,12,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,No
-6937,7746-AWNQW,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,No
-3642,2107-FBPTK,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,No
-3726,1965-DDBWU,Male,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Yes
-6444,6302-JGYRJ,Male,0,No,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,Yes
-5208,6502-KUGLL,Female,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,No
-5319,9866-OCCKE,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,No
-6832,9173-IVZVP,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,No
-2421,3893-JRNFS,Male,0,No,No,68,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,No
-1750,4137-JOPHL,Female,0,No,No,50,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,No
-6805,4323-OHFOW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,No
-5767,1972-XMUWV,Female,0,Yes,No,65,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,No
-4062,1915-IOFGU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,Yes
-338,7982-VCELR,Female,0,No,No,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,No
-215,0699-NDKJM,Female,0,Yes,No,57,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,No
-3663,4633-MKHYU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,No
-1341,9269-CQOOL,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,Yes
-6437,2995-YWTCD,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,No
-3894,5989-AXPUC,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,No
-3640,1771-OADNZ,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,Yes
-329,2739-CACDQ,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,No
-5537,8029-XYPWT,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,No
-3004,3801-HMYNL,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,Yes
-6721,6898-RBTLU,Female,0,Yes,Yes,49,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,No
-3115,4822-NGOCH,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Yes
-6808,1116-DXXDF,Male,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,No
-2322,1306-RPWXZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,No
-4197,5934-RMPOV,Female,0,No,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,No
-3549,6897-RWMUB,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,No
-1458,7893-IXHRQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Yes
-171,1875-QIVME,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,Yes
-4203,4291-YZODP,Female,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,No
-5896,1635-NZATJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,No
-3569,9847-HNVGP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,No
-4226,3519-ZKXGG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Yes
-5158,8092-NLTGF,Male,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,No
-5744,1371-WEPDS,Male,1,Yes,No,40,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,No
-6594,8317-BVKSO,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,No
-938,2692-AQCPF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,No
-60,0434-CSFON,Female,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,No
-1240,2120-SMPEX,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,No
-5136,3295-YVUSR,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,No
-5884,4785-QRJHC,Male,1,Yes,No,46,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,Yes
-2120,5793-YOLJN,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21,1210.3,No
-1524,1656-DRSMG,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,No
-153,9073-ZZIAY,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,No
-481,0447-BEMNG,Female,0,Yes,No,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145,Yes
-4460,0365-GXEZS,Male,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,No
-3920,6339-TBELP,Male,0,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172,No
-1762,9470-XCCEM,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,No
-750,8224-IVVPA,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,No
-1785,1568-LJSZU,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,No
-6613,9770-LXDBK,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,No
-4501,5006-MXVRN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,No
-4853,0440-UEDAI,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,No
-2711,0431-APWVY,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,Yes
-5689,5399-ZIMKF,Male,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,No
-4193,2428-ZMCTB,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,No
-1333,0121-SNYRK,Male,0,No,No,50,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,No
-7035,8456-QDAVC,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,No
-2854,4644-PIZRT,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,No
-186,4827-USJHP,Male,0,No,No,20,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,No
-1136,6621-NRZAK,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,1209.25,No
-2058,0744-BIKKF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,No
-5903,1455-HFBXA,Male,0,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,No
-6200,7328-ZJAJO,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,No
-148,6440-DKQGE,Male,0,No,Yes,30,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,No
-4124,3452-GWUIN,Female,1,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,No
-4889,9746-MDMBK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,No
-6683,9388-ZEYVT,Male,0,No,No,43,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,No
-3363,3474-BAFSJ,Male,0,Yes,No,57,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,No
-4788,9102-OXKFY,Male,0,No,No,59,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,No
-2866,7517-LDMPS,Female,0,No,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,No
-3776,6968-URWQU,Male,0,Yes,No,43,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,No
-1386,8060-HIWJJ,Male,0,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,No
-6649,4020-KIUDI,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,No
-5825,1363-TXLSL,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes
-3629,7527-QNRUS,Male,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,No
-6333,8651-ENBZX,Female,1,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106,6441.4,Yes
-4797,3892-NXAZG,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,No
-3028,8740-XLHDR,Male,0,No,No,5,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219,Yes
-2969,1163-VIPRI,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,No
-6120,6218-KNUBD,Male,0,No,No,6,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,No
-1708,8640-SDGKB,Male,0,No,No,4,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,Yes
-2953,2249-YPRNG,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Yes
-454,4785-FCIFB,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,No
-609,3419-SNJJD,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Yes
-4263,2121-JAFOM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,No
-4826,3389-YGYAI,Female,1,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,Yes
-5968,9033-EOXWV,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,Yes
-2074,6179-GJPSO,Female,1,No,No,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,Yes
-4052,9667-EQRXU,Female,1,No,No,30,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,Yes
-5723,7824-PANSQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,No
-1622,2361-UPSND,Female,0,Yes,No,46,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,No
-4683,9360-OMDZZ,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,No
-5497,7614-QVWQL,Male,0,Yes,Yes,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,Yes
-6165,0644-OQMDK,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,No
-40,8865-TNMNX,Male,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,No
-5475,1114-CENIM,Male,0,No,Yes,54,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55,3092.65,Yes
-2089,3933-DQPWX,Female,0,No,No,50,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,No
-3924,7716-YTYHG,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,Yes
-2175,7927-AUXBZ,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,Yes
-74,5630-AHZIL,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,No
-5634,2320-JRSDE,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Yes
-6946,9013-AQORL,Female,0,No,Yes,48,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,No
-2657,3301-LSLWQ,Female,0,No,No,29,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,No
-3180,6734-CKRSM,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,63.6,No
-2076,7228-PAQPD,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,No
-441,5628-RKIFK,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,No
-2051,5346-BZCHP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,No
-2541,0739-UUAJR,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,No
-1301,9795-SHUHB,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,No
-3430,9391-LMANN,Male,0,No,Yes,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,No
-1304,8519-IMDHU,Male,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Yes
-236,0621-JFHOL,Female,0,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,No
-6733,4011-ARPHK,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,No
-2599,6384-VMJHP,Female,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73,5265.2,No
-4616,4338-EYCER,Male,0,Yes,No,21,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,No
-2573,4074-SJFFA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,Yes
-3280,6504-VBLFL,Male,0,Yes,No,55,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,No
-3186,3457-PQBYH,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,No
-3953,4505-EXZHB,Female,1,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,Yes
-2768,1429-UYJSV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,No
-4831,4654-GGUII,Female,0,No,No,18,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,No
-4223,4029-HPFVY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,No
-2106,4547-FZJWE,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157,No
-2679,7341-LXCAF,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Yes
-2761,2408-WITXK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,Yes
-4688,2988-GBIVW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,No
-5399,2589-AYCRP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,No
-1387,7684-XSZIY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,No
-6605,7632-MNYOY,Male,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,Yes
-6368,2720-WGKHP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,181.7,Yes
-5660,1121-QSIVB,Female,0,No,Yes,44,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,No
-6792,4597-ELFTS,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334,Yes
-5000,5600-PDUJF,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,No
-1279,3452-FLHYD,Male,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,No
-6281,7435-ZNUYY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,No
-6899,3926-CUQZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Yes
-1555,9651-GTSAQ,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,Yes
-6800,1113-IUJYX,Female,0,Yes,No,14,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,Yes
-3190,3745-HRPHI,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632,No
-4566,8375-KVTHK,Male,0,Yes,No,68,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,No
-4802,9972-NKTFD,Female,0,No,No,28,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,No
-6600,4592-IWTJI,Female,0,Yes,Yes,3,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Yes
-4841,9058-MJLZC,Female,0,No,No,24,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,No
-3594,9026-LHEVG,Female,0,No,No,9,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,No
-1920,4623-ZKHLY,Male,0,Yes,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,No
-513,8677-HDZEE,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,No
-4177,3470-BTGQO,Male,0,No,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,No
-1308,3372-KWFBM,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281,Yes
-914,6024-RUGGH,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,No
-3452,8950-MTZNV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,No
-3695,6088-BXMRG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,No
-4242,6124-ACRHJ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No
-3156,9467-ROOLM,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,No
-2198,9798-DRYDS,Female,0,Yes,Yes,17,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,No
-774,2037-XJFUP,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,Yes
-4425,3059-NGMXB,Male,0,Yes,Yes,14,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,No
-943,6115-ZTBFQ,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,No
-822,7975-TZMLR,Male,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,No
-5005,2359-QWQUL,Female,0,Yes,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,Yes
-4277,5955-EPOAZ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,No
-164,2907-ILJBN,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,No
-5619,4619-EVPHY,Female,1,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91,1859.5,No
-4547,5339-TJFEK,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,No
-3983,1334-FJSVR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,Yes
-2538,7758-UJWYS,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,No
-6712,1785-BPHTP,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,No
-1311,3941-XTSKM,Male,0,Yes,Yes,42,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,No
-5207,9381-NDKME,Female,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Yes
-6399,2101-RANCD,Female,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,No
-5383,2362-IBOOY,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,Yes
-5871,0733-VUNUW,Male,0,No,No,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Yes
-6531,4923-ADWXJ,Female,0,No,No,25,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,No
-3300,1403-LKLIK,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,No
-3310,9885-CSMWE,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,Yes
-327,5804-LEPIM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Yes
-2490,7641-TQFHN,Male,0,No,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,No
-6593,4701-AHWMW,Male,0,Yes,No,55,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,Yes
-4408,2824-DXNKN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,No
-832,3487-EARAT,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,No
-3079,2141-RRYGO,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,Yes
-3462,3834-XUIFC,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,Yes
-5297,7647-GYYKX,Female,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,No
-6166,4077-CROMM,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,Yes
-54,4667-QONEA,Female,1,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,No
-4064,0374-AACSZ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,No
-3451,5397-TUPSH,Male,1,Yes,No,65,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,No
-1901,5777-ZPQNC,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,No
-1481,9242-TKFSV,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,No
-4873,2320-YKQBO,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,No
-4895,1394-SUIUH,Female,1,Yes,No,44,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,No
-4150,0187-QSXOE,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89,605.45,No
-3335,9817-APLHW,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25,316.2,No
-4926,0440-EKDCF,Male,0,Yes,No,62,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,No
-946,6231-WFGFH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,No
-3293,2041-JIJCI,Female,0,No,No,5,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64,370.25,No
-2161,5159-YFPKQ,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Yes
-6816,2446-PLQVO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes
-5083,7136-IHZJA,Female,0,Yes,Yes,40,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,No
-5961,2049-BAFNW,Female,0,No,No,1,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,No
-3057,7319-ZNRTR,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,No
-5490,2676-OXPPQ,Male,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,No
-768,8728-SKJLR,Male,0,No,No,41,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,No
-6615,8344-WFMFH,Male,0,No,Yes,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,No
-3495,4988-IQIGL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes
-285,6202-DYYFX,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76,1783.6,No
-6959,1024-KPRBB,Female,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342,No
-4524,3934-HXCFZ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,Yes
-6259,2661-GKBTK,Male,0,Yes,Yes,60,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,No
-2332,5499-ECUTN,Female,0,Yes,No,47,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,No
-2717,0244-LGNFY,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733,No
-2079,5804-HYIEZ,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,No
-3389,9617-INGJY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No
-722,4952-YSOGZ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,Yes
-951,8584-KMVXD,Female,0,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,No
-6135,3726-TBHQT,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114,8175.9,No
-2262,4529-CKBCL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,Yes
-989,3280-NMUVX,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,No
-3212,0585-EGDDA,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80,3168.75,No
-1759,2243-FNMMI,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,No
-5781,1818-ESQMW,Female,0,No,No,27,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,No
-4422,6874-SGLHU,Male,0,No,No,30,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97,3021.3,No
-5479,8990-ZXLSU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,No
-1724,7398-SKNQZ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,No
-5182,3823-KYNQY,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,No
-341,6885-PKOAM,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,No
-3701,3812-LRZIR,Female,0,Yes,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,No
-4243,9362-MWODR,Female,0,No,Yes,40,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,No
-688,0946-FKYTX,Male,0,No,No,52,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,No
-3432,8174-TBVCF,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,No
-5203,0734-OXWBT,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,No
-4944,3682-YEUWS,Male,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,No
-966,4541-RMRLG,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Yes
-6644,0898-XCGTF,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,No
-6361,5309-TAIKL,Female,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,No
-2203,4815-YOSUK,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,No
-2713,5996-DAOQL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No
-4757,1582-RAFML,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,Yes
-5098,8258-GSTJK,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77,237.75,Yes
-6198,0071-NDAFP,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,No
-6943,0032-PGELS,Female,0,Yes,Yes,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Yes
-5280,6574-MCOEH,Female,0,Yes,Yes,33,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,No
-3572,1730-ZMAME,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665,No
-4805,2207-RYYRL,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,No
-5299,5569-OUICF,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,Yes
-1990,4514-GFCFI,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,Yes
-4120,9138-EFSMO,Male,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,No
-4759,8740-CRYFY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,Yes
-5775,4057-FKCZK,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,No
-5298,5647-FXOTP,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,No
-6150,5222-IMUKT,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,No
-4971,1237-WIYYZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,No
-6866,0295-PPHDO,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,Yes
-5034,9758-MFWGD,Female,1,Yes,Yes,48,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,No
-3600,8623-TMRBY,Male,1,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,Yes
-6424,6034-ZRYCV,Female,0,Yes,No,72,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,Yes
-7009,7703-ZEKEF,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81,1917.1,Yes
-5803,4143-OOBWZ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,Yes
-385,4895-TMWIR,Male,1,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Yes
-6141,5385-SUIRI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,Yes
-6426,3926-YZVVX,Female,0,No,No,41,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,No
-536,0621-HJWXJ,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,No
-6565,1548-FEHVL,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,No
-5032,5429-LWCMV,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,No
-4212,5797-APWZC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,Yes
-3507,4558-CGYCZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,No
-201,8544-GOQSH,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,No
-1332,4656-CAURT,Male,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,No
-3502,6738-ISCBM,Male,0,No,No,44,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54,2440.25,No
-2708,8510-AWCXC,Female,1,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,Yes
-5031,8118-TJAFG,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,No
-4662,4018-KJYUY,Male,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,No
-4021,4255-DDUOU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Yes
-1854,6702-OHFWR,Male,1,No,No,1,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,Yes
-6290,2530-ENDWQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,Yes
-2872,8148-NLEGT,Female,0,Yes,Yes,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,No
-3030,1761-AEZZR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,Yes
-1205,6358-LYNGM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes
-1645,9490-DFPMD,Female,1,No,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,Yes
-3417,3272-VUHPV,Female,0,Yes,Yes,8,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,No
-3476,3756-VNWDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,No
-5925,1840-BIUOG,Male,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,No
-2861,2004-OCQXK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,Yes
-1792,8401-EMUWF,Male,0,Yes,Yes,42,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,No
-5526,6546-OPBBH,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,No
-3797,7868-BGSZA,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,No
-3368,1370-GGAWX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,No
-3367,7109-CQYUZ,Male,0,No,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,No
-3533,4318-RAJVY,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,No
-6173,2378-HTWFW,Male,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91,3180.5,No
-5109,7113-HIPFI,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,No
-3449,5473-KHBPS,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,No
-603,2001-MCUUW,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,No
-3056,0263-FJTQO,Male,0,Yes,Yes,50,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,No
-6125,0871-URUWO,Male,0,Yes,No,13,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359,Yes
-126,4412-YLTKF,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Yes
-3876,7392-YYPYJ,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,No
-2935,9435-JMLSX,Male,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,No
-5443,7109-MFBYV,Male,0,No,No,26,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,No
-4451,1608-GMEWB,Male,1,No,No,45,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,No
-3531,4311-QTTAI,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,No
-2730,1169-SAOCL,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,No
-827,9146-JRIOX,Female,0,Yes,Yes,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,No
-1639,4690-LLKUA,Male,1,No,No,17,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Yes
-984,8165-ZJRNM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,No
-3281,6322-PJJDJ,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,No
-7000,0052-YNYOT,Female,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,No
-2188,3689-MOZGR,Female,0,No,No,29,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,No
-6483,3644-QXEHN,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97,1334.45,No
-2443,9802-CAQUT,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,No
-362,0104-PPXDV,Male,0,Yes,No,58,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,No
-2349,9548-ZMVTX,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,No
-345,0021-IKXGC,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,No
-814,4785-NKHCX,Male,1,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,No
-4807,9695-IDRZR,Female,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,No
-3205,3810-DVDQQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,No
-6900,7921-LMDFQ,Male,1,No,No,51,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94,4905.75,No
-6746,8976-OQHGT,Female,0,Yes,Yes,4,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,Yes
-3325,0697-ZMSWS,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,Yes
-4106,9189-JWSHV,Female,1,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,Yes
-6296,4023-RTIQM,Female,1,Yes,No,31,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,No
-2116,4349-GFQHK,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,Yes
-1834,8080-DDEMJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,Yes
-793,9871-ELEYA,Female,0,No,Yes,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,No
-6968,8685-WHQPW,Female,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Yes
-2674,1855-CFULU,Female,1,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,No
-94,9848-JQJTX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,No
-4225,5345-BMKWB,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,No
-3756,9136-ALYBR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,Yes
-2891,0495-RVCBF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,Yes
-2371,2712-SYWAY,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,No
-5831,9846-GKXAS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,Yes
-6236,1932-UEDCX,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,No
-3228,3567-PQTSO,Male,0,Yes,Yes,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,No
-6274,4685-ERGHK,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,No
-2853,0233-FTHAV,Female,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765,No
-6514,6166-YIPFO,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,No
-2912,0674-DGMAQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,No
-1865,7064-FRRSW,Male,1,No,No,48,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99,4744.35,No
-5754,1431-CYWMH,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,No
-4612,6723-CEGQI,Female,0,No,Yes,65,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,No
-1857,9359-JANWS,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,No
-2645,8562-GHPPI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,No
-2243,1013-QCWAM,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,No
-5373,4043-MKDTV,Male,0,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,No
-2336,3211-ILJTT,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Yes
-950,4208-UFFGW,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,Yes
-3068,1810-BOHSY,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,No
-1120,1047-NNCBF,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,No
-2597,5945-AZYHT,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,No
-2204,2659-VXMWZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,Yes
-419,5564-NEMQO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Yes
-922,4301-VVZKA,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,No
-1254,9220-ZNKJI,Female,1,Yes,No,55,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,No
-477,4431-EDMIQ,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,No
-2035,8100-HZZLJ,Female,0,No,Yes,43,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,No
-6479,4351-QLCSU,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55,55,Yes
-5788,4815-GBTCD,Female,0,Yes,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,No
-5742,5135-GRQJV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,No
-5567,8133-ANHHJ,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103,5166.2,No
-1202,3927-NLNRY,Male,0,Yes,No,53,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,Yes
-2626,4611-ANLQC,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,No
-5765,1265-XTECC,Female,1,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,Yes
-6775,3259-KNMRR,Male,1,No,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,No
-1970,5445-UTODQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,Yes
-3110,6569-KTMDU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No
-4018,2969-WGHQO,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,No
-2151,2560-WBWXF,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,No
-3687,6849-OYAMU,Male,0,Yes,Yes,19,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100,1888.65,Yes
-4916,3420-YJLQT,Female,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,No
-1997,0266-CLZKZ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,No
-4033,5196-WPYOW,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,No
-6903,9609-BENEA,Male,0,Yes,No,35,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69,2441.7,No
-3054,6465-GSRCL,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,No
-1248,7321-PKUYW,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,Yes
-2192,7622-FWGEW,Male,1,Yes,No,56,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,No
-2712,5133-VRSAB,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,No
-992,4883-KCPZJ,Female,0,Yes,Yes,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,No
-2190,5003-XZWWO,Male,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,No
-4670,8741-LQOBK,Female,0,Yes,Yes,46,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,No
-5142,6408-OTUBZ,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,No
-3762,0430-IHCDJ,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49,749.25,No
-3597,7011-CVEUC,Male,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,No
-4711,5871-DGTXZ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,No
-1318,1907-YLNYW,Male,0,No,No,8,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579,No
-1863,9575-IWCAZ,Male,0,Yes,No,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171,No
-2343,2637-FKFSY,Female,0,Yes,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,No
-2449,1357-MVDOZ,Male,0,Yes,Yes,11,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,No
-2136,1379-FRVEB,Male,0,No,Yes,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91,1430.05,No
-1065,0634-SZPQA,Female,0,No,No,23,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,Yes
-5868,9214-EKVXR,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44,44,No
-6985,6967-PEJLL,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,No
-4227,5457-COLHT,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,No
-2621,8766-PAFNE,Male,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,No
-77,5590-ZSKRV,Female,0,Yes,Yes,8,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,No
-2898,6505-OZNPG,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,No
-4820,5641-DMBFJ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,No
-1314,9831-BPFRI,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,Yes
-6144,2322-VCZHZ,Male,1,Yes,No,23,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90,2024.1,No
-872,1764-VUUMT,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,No
-3850,6418-HNFED,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,No
-5468,6437-UKHMV,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,Yes
-6730,1272-ILHFG,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,No
-2965,1591-NFNLQ,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80,4242.35,Yes
-3391,7234-KMNRQ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,73.45,No
-5415,1310-QRITU,Female,0,No,No,18,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,No
-2560,8178-EYZUO,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,Yes
-6894,1400-MMYXY,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,Yes
-2635,9953-ZMKSM,Male,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,No
-5256,1527-SXDPN,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Yes
-3530,1703-MGIAB,Female,0,No,No,17,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69,1108,No
-375,7156-MXBJE,Female,0,No,No,43,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,No
-1908,8232-UTFOZ,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,No
-4429,3486-HOOGQ,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,No
-6104,7356-AYNJP,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,No
-6153,6685-XSHHU,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,No
-4027,5590-YRFJT,Female,0,Yes,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Yes
-1604,6265-SXWBU,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,No
-1118,6891-JPYFF,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,No
-3677,6656-JWRQX,Female,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,No
-3490,7743-EXURX,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Yes
-6845,6127-IYJOZ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,No
-2958,2576-HXMPA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,No
-1994,8022-BECSI,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,No
-6980,0786-VSSUD,Male,1,No,No,16,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39,679.85,Yes
-6118,9924-JPRMC,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,No
-2376,9314-QDMDW,Male,0,No,No,11,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,No
-6445,5339-PXDVH,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,No
-1342,2017-CCBLH,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,141.6,No
-320,5020-ZSTTY,Female,1,No,No,54,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,Yes
-1619,5930-GBIWP,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,No
-3713,6961-VCPMC,Male,1,Yes,No,46,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,Yes
-6442,0254-WWRKD,Female,0,Yes,Yes,67,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,No
-2060,5248-KWLAR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,No
-2219,1302-UHBDD,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,No
-1673,9158-VCTQB,Female,0,Yes,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Yes
-260,7273-TEFQD,Male,1,No,No,3,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,Yes
-6212,6537-OTKMY,Male,0,No,No,15,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,No
-2039,6298-QDFNH,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Yes
-4785,8854-CCVSQ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Yes
-901,9734-YWGEX,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,Yes
-3744,9040-KZVWO,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,No
-2026,0308-GIQJT,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,No
-4234,0307-BCOPK,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,No
-1917,3219-JQRSL,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,No
-1828,1839-UMACK,Male,0,No,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,No
-1573,5014-WUQMG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,No
-4415,0420-TXVSG,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,No
-4749,6633-MPWBS,Male,0,No,No,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,Yes
-6174,8650-RHRKE,Male,0,No,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Yes
-4654,4530-NDRKU,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,No
-4208,9955-QOPOY,Male,0,Yes,No,69,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,No
-4627,3680-CTHUH,Male,0,No,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,No
-224,5961-VUSRV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,No
-723,1589-AGTLK,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Yes
-6312,7055-VKGDA,Male,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,Yes
-1141,1641-BYBTK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,No
-5529,5919-VCZYM,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,No
-5764,0716-BQNDX,Male,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,No
-5554,8838-GPHZP,Female,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,No
-6676,5274-XHAKY,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,No
-2762,8929-KSWIH,Male,0,No,No,25,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,No
-846,6916-HIJSE,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,No
-4289,2228-BZDEE,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,No
-5560,1346-PJWTK,Male,0,Yes,No,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,No
-5042,1561-BWHIN,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,No
-2551,2882-DDZPG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,No
-5725,9648-BCHKM,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,No
-2928,1930-QPBVZ,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,No
-117,5299-RULOA,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,Yes
-645,1626-ERCMM,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,Yes
-5966,8019-ENHXU,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Yes
-3,7795-CFOCW,Male,0,No,No,45,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),42.3,1840.75,No
-4170,0906-QVPMS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,No
-5851,4118-CEVPF,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,No
-467,5968-XQIVE,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,No
-5,9305-CDSKC,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,820.5,Yes
-5342,3521-SYVOR,Female,0,No,No,37,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,Yes
-919,5149-TGWDZ,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,No
-2595,1265-BCFEO,Female,0,Yes,No,71,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,No
-4324,6873-UDNLD,Male,0,No,No,40,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731,No
-1063,7143-BQIBA,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,No
-2590,4526-ZJJTM,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,No
-242,7576-ASEJU,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,No
-6126,9190-MFJLN,Male,1,No,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,Yes
-1160,6242-MBHPK,Female,1,Yes,No,23,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,No
-2870,1400-WIVLL,Male,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,No
-3735,3489-HHPFY,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,No
-6436,7560-QJAVJ,Female,0,No,No,70,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,No
-2397,3722-WPXTK,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,Yes
-3517,0748-RDGGM,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,Yes
-3421,6719-FGEDO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97,7104.2,No
-2563,5130-IEKQT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,Yes
-5622,4391-RESHN,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,Yes
-1605,7941-RCJOW,Male,0,No,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,No
-6788,1760-CAZHT,Male,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,No
-2324,2774-LVQUS,Female,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,Yes
-2709,6128-AQBMT,Male,1,Yes,No,41,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,No
-6663,0674-EYYZV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,No
-1312,1661-CZBAU,Male,0,No,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,No
-3448,5949-EBSQK,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,Yes
-3812,8573-JGCZW,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,No
-6544,6661-HBGWL,Female,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,Yes
-2362,7989-AWGEH,Male,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,No
-1975,4703-MQYKT,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,No
-3514,6993-YCOBK,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,No
-1761,5356-KZCKT,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,No
-5401,5124-EOGYE,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,No
-2739,4455-BFSPD,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,No
-5637,4423-JWZJN,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,No
-6553,4891-NLUBA,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,No
-2472,3200-MNQTF,Male,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,No
-4007,1073-XXCZD,Male,0,Yes,No,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,No
-4718,3556-BVQGL,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20,416.45,No
-1493,6416-YJTTB,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,No
-4206,0017-IUDMW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,No
-2158,9297-FVVDH,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,No
-1169,1282-IHQAC,Male,1,No,No,70,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,No
-6355,1936-UAFEH,Female,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,No
-232,8937-RDTHP,Male,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,Yes
-66,8627-ZYGSZ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,No
-1603,7459-RRWQZ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Yes
-3283,1085-LDWAM,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,No
-3596,3656-TKRVZ,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,Yes
-4632,4760-XOHVN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Yes
-125,4622-YNKIJ,Male,0,No,No,33,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,No
-5350,1172-VIYBP,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,No
-1296,6729-GDNGC,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,No
-1976,9497-QCMMS,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,Yes
-6356,3587-PMCOY,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,No
-6307,3043-SUDUA,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No
-2075,7901-TBKJX,Male,1,No,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594,No
-4580,0825-CPPQH,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,No
-5750,2398-YPMUR,Female,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Yes
-6645,8006-PYCSW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,No
-3086,3853-LYGAM,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,No
-6106,5493-SDRDQ,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Yes
-3345,1335-HQMKX,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,No
-6285,2812-ENYMO,Male,0,No,No,26,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,No
-5870,0568-ONFPC,Male,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135,Yes
-2797,6023-YEBUP,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,Yes
-918,6103-BOCOU,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193,No
-1646,2581-VKIRT,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,No
-5122,4353-HYOJD,Female,0,Yes,Yes,27,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,No
-5126,4188-FRABG,Male,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,No
-4978,4855-SNKMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Yes
-5431,5995-WWKKG,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,No
-4621,0311-QYWSS,Female,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,No
-364,3583-KRKMD,Male,0,No,No,18,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,No
-3287,5828-AVIPD,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,Yes
-2125,8311-UEUAB,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,No
-4123,8910-LEDAG,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,No
-4569,7639-SUPCW,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Yes
-525,0750-EBAIU,Male,0,No,No,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,No
-4821,9200-NLNPD,Male,0,Yes,No,56,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,No
-55,1658-BYGOY,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,Yes
-638,4913-EHYUI,Male,1,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,Yes
-302,8266-VBFQL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,No
-2766,1229-RCALF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115,7396.15,No
-5811,6754-LZUKA,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,No
-1276,7005-CYUIL,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,No
-6591,5832-XKAES,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Yes
-4720,8979-CAMGB,Male,1,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,No
-2055,1216-BGTSP,Male,0,No,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,No
-5376,9229-RQABD,Male,0,No,No,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,No
-5145,3727-OVPRY,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,No
-4432,3891-NLXJB,Male,0,No,No,37,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,No
-3644,8219-VYBVI,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1004.35,No
-4143,4822-YCXMX,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,Yes
-2878,0428-IKYCP,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87,1850.65,No
-4202,3146-JTQHR,Male,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,No
-5175,7813-TKCVO,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,No
-2286,1465-LNTLJ,Male,1,Yes,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,No
-2261,3126-WQMGH,Female,0,Yes,No,49,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,No
-5240,8777-MBMTS,Female,1,Yes,No,65,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,No
-2296,4706-DGAHW,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,No
-5932,4192-GORJT,Male,0,Yes,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,Yes
-1753,2057-BOYKM,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,No
-5197,7566-DSRLQ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,No
-1968,5447-WZAFP,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,No
-6113,1228-ZLNBX,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,No
-3117,9844-FELAJ,Female,1,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,No
-2393,5136-KCKGI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467,Yes
-523,6825-UYPFK,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Yes
-5524,1716-LSAMB,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,No
-3900,8008-OTEZX,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,No
-6558,4488-PSYCG,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Yes
-4699,5855-EIBDE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,No
-5585,4667-OHGKG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Yes
-6208,0909-SELIE,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,No
-3122,8395-ETZKQ,Male,1,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,No
-4156,2465-BLLEU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,No
-1969,5110-CHOPY,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,No
-671,3088-FVYWK,Male,0,Yes,Yes,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,No
-4188,2357-COQEK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,Yes
-666,7538-GWHML,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,Yes
-6096,9605-WGJVW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,No
-1887,4547-LYTDD,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,Yes
-3266,0464-WJTKO,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,No
-280,0314-TKOSI,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,No
-1719,2081-VEYEH,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,No
-2947,5131-PONJI,Male,0,Yes,Yes,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,No
-4455,8280-MQRQN,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Yes
-899,2267-FPIMA,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,No
-6031,0282-NVSJS,Female,1,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,No
-6822,5389-FFVKB,Male,1,Yes,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Yes
-6090,9625-QNLUX,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,No
-760,4013-GUXND,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,No
-1906,2361-FJWNO,Male,0,No,No,40,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36,1382.9,No
-4042,5404-GGUKR,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,No
-3823,9065-ZCPQX,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,No
-4138,5597-GLBUC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,Yes
-3818,8819-ZBYNA,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,No
-4300,1131-ALZWV,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,No
-5569,0013-EXCHZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,Yes
-2593,0962-CQPWQ,Female,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,No
-4164,7030-FZTFM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,No
-3031,3923-CSIHK,Female,1,Yes,No,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Yes
-5971,9800-OUIGR,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,1374.2,No
-3579,6080-TCMYC,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,No
-2832,0635-WKOLD,Male,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,No
-5449,5696-CEIQJ,Male,0,Yes,Yes,67,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,No
-3472,4840-ORQXB,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,No
-137,3774-VBNXY,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,No
-4892,8875-AKBYH,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,No
-2180,7375-WMVMT,Male,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,No
-2128,1163-ONYEY,Male,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,No
-3177,1814-WFGVS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527,No
-4854,1337-BOZWO,Male,0,Yes,Yes,18,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,No
-4637,9470-YFUYI,Male,1,Yes,No,71,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71,5012.1,No
-5115,6374-AFWOX,Male,0,Yes,No,46,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,No
-6136,3190-ITQXP,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,No
-4261,6195-MELTI,Male,0,No,No,57,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,No
-4344,2200-DSAAL,Female,0,No,No,68,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,No
-1331,7537-RBWEA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,No
-2017,1087-GRUYI,Male,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,No
-4542,9029-FEGVJ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570,No
-2482,9588-OZDMQ,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45,89.75,No
-1358,9272-LSVYH,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,No
-1329,3910-MRQOY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,No
-6935,4616-ULAOA,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,No
-2150,5628-FCGYG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,No
-4530,1945-XISKS,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,No
-2122,4123-FCVCB,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,No
-4673,6402-ZFPPI,Female,1,No,No,25,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,Yes
-3981,1200-TUZHR,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,No
-1252,7617-EYGLW,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No
-3278,4293-ETKAP,Female,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,No
-3374,7580-UGXNC,Female,1,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,Yes
-2814,7599-NTMDP,Female,0,Yes,Yes,62,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,No
-4719,0362-ZBZWJ,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,Yes
-1848,7190-XHTWJ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,No
-4858,3950-VPYJB,Male,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,No
-3037,8512-WIWYV,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,No
-388,8782-LKFPK,Male,0,No,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063,No
-235,1251-KRREG,Male,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,Yes
-1077,4361-BKAXE,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,Yes
-1984,4373-MAVJG,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259,Yes
-4363,5018-GWURO,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,No
-3962,8972-HJWNV,Female,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,Yes
-770,7706-DZNKK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,No
-2165,5039-LZRQT,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,No
-4533,5360-LJCNJ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555,No
-673,9092-GDZKO,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,No
-249,0959-WHOKV,Male,0,No,No,42,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99,4298.45,No
-1574,5312-TSZVC,Female,0,No,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,No
-3419,1063-DHQJF,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,No
-2081,5934-TSSAU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,No
-1823,8496-EJAUI,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Yes
-6511,5135-RDDQL,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,No
-6729,2256-YLYLP,Male,0,Yes,Yes,68,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,No
-4544,0318-QUUOB,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,Yes
-5565,5087-SUURX,Female,0,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,Yes
-716,0114-IGABW,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,No
-6276,5003-OKNNK,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,No
-6568,5647-URDKA,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,No
-2048,9961-JBNMK,Male,1,No,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Yes
-5997,3462-BJQQA,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,No
-5264,9309-BZGNT,Male,1,Yes,No,69,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,No
-4178,1209-VFFOC,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,No
-4809,7814-LEEVE,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,No
-2724,4636-TVXVG,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,No
-6391,4000-VGMQP,Male,0,Yes,Yes,38,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,No
-1460,2952-QAYZF,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,Yes
-5989,5567-WSELE,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,Yes
-1668,9659-QEQSY,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,No
-2756,5624-BQSSA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Yes
-2000,7020-OZKXZ,Female,1,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,No
-4571,0599-XNYDO,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,No
-4613,6987-XQSJT,Female,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Yes
-404,5495-GPSRW,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,No
-384,6583-SZVGP,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,No
-6319,8904-OPDCK,Male,1,Yes,No,54,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,No
-2152,0248-IPDFW,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,No
-1633,1478-VPOAD,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,No
-6449,7601-WFVZV,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
-5580,8859-YSTWS,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,No
-4784,1622-HSHSF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,No
-3925,9938-ZREHM,Female,0,Yes,No,37,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,No
-5336,9441-QHEVC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No
-4158,8874-EJNSR,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,No
-4948,3446-QDSZF,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,No
-5898,8277-RVRSV,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,No
-5358,6082-GLJIX,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,No
-223,0742-MOABM,Male,0,Yes,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,Yes
-2193,6922-NCEDI,Male,0,No,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,No
-3136,3884-HCSWG,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,1144.5,Yes
-4469,6893-ODYYE,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,No
-1824,0794-YVSGE,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,No
-6467,9494-MRNYX,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,No
-5124,7267-FRMJW,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,No
-4972,1987-AUELQ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,No
-797,6286-ZHAOK,Female,0,Yes,Yes,20,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,No
-2871,7508-MYBOG,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,Yes
-9,6388-TABGU,Male,0,No,Yes,62,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,No
-1944,0420-BWTPW,Male,0,No,Yes,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,Yes
-1838,8058-DMYRU,Male,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,No
-4804,5734-EJKXG,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,No
-255,4111-BNXIF,Female,0,Yes,Yes,67,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,No
-5713,8050-DVOJX,Male,1,No,No,49,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,No
-4485,7975-JMZNT,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,No
-6342,3384-CTMSF,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,No
-1581,2782-JEEBU,Male,0,No,No,21,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36,780.15,No
-2956,5649-RXQTV,Male,0,No,No,51,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99,5038.15,No
-924,4824-GUCBY,Female,1,No,No,22,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,No
-6233,6394-HHHZM,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,No
-2508,9405-GPBBG,Female,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,No
-6132,3896-RCYYE,Female,0,No,No,67,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,No
-5024,8774-GSBUN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,No
-5320,5338-YHWYT,Male,0,No,Yes,37,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,No
-6042,4750-UKWJK,Female,1,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,No
-3775,1866-RZZQS,Male,1,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,Yes
-4835,2360-RDGRO,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,No
-4136,3079-BCHLN,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,No
-4964,3943-KDREE,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Yes
-2779,2691-NZETQ,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,Yes
-539,5394-MEITZ,Female,0,Yes,Yes,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,No
-2745,4826-XTSOH,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,Yes
-6326,3249-VHRIP,Female,0,No,No,62,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,No
-6428,2079-FBMZK,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Yes
-5467,9770-KXGQU,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,No
-1145,3522-CDKHF,Female,0,Yes,No,32,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,No
-5127,8199-ZLLSA,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,Yes
-4468,7083-YNSKY,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Yes
-667,5533-RJFTJ,Male,0,No,No,49,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,No
-3019,6214-EDAKZ,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,Yes
-357,8984-EYLLL,Male,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,No
-5063,3744-ZRRDZ,Male,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Yes
-2831,2454-RPBRZ,Female,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,Yes
-2783,4760-THGOT,Female,0,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,No
-1353,7073-QETQY,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,No
-5131,5980-NOPLP,Female,0,Yes,No,44,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,Yes
-470,4933-IKULF,Female,1,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,No
-2703,4749-VFKVB,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Yes
-3330,8276-MQBYC,Male,1,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,Yes
-3637,4083-EUGRJ,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Yes
-1396,9518-RWHZL,Female,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,Yes
-3584,9552-TGUZV,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75,658.1,No
-6336,8647-SDTWQ,Male,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,No
-5262,4560-WQAQW,Female,0,No,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,No
-5645,4942-VZZOM,Male,0,Yes,No,64,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,No
-3376,9629-NHXFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No
-1256,2226-ICFDO,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,No
-6190,2867-UIMSS,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,Yes
-3512,6814-ZPWFQ,Male,1,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25,1260.7,No
-5651,4471-KXAUH,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,Yes
-5778,3090-QFUVD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,No
-1250,6766-HFKLA,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,No
-5795,7048-GXDAY,Male,0,No,No,39,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,No
-5348,9495-REDIY,Male,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,No
-6763,7471-MQPOS,Male,1,Yes,Yes,71,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,No
-4298,5651-CPDND,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46,492.1,No
-3284,7586-ZATGZ,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,No
-2933,5220-AGAAX,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24,1664.3,No
-4175,6248-BSHKG,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,No
-5268,2885-HIJDH,Male,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,No
-4910,6635-MYYYZ,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,Yes
-1852,3669-OYSJI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Yes
-6583,9617-UDPEU,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,No
-6851,8465-SBRXP,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,No
-2105,0925-VYDLG,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242,Yes
-133,3091-FYHKI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,Yes
-5236,7025-IWFHT,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,No
-5029,1848-LBZHY,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,No
-928,0862-PRCBS,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,No
-823,0295-QVKPB,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,No
-6395,3058-HJCUY,Male,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,Yes
-1531,7107-UBYKY,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,No
-1214,9866-QEVEE,Male,0,No,No,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86,1532.45,Yes
-504,5736-YEJAX,Male,0,No,Yes,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,No
-4285,1506-YJTYT,Male,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371,No
-1996,9993-LHIEB,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,No
-3072,9500-IWPXQ,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,No
-1958,3737-XBQDD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,No
-1384,4704-ERYFC,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554,Yes
-894,7997-EASSD,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,No
-4924,5378-IKEEG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,Yes
-455,8313-NDOIA,Female,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,No
-5779,2237-ZFSMY,Female,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,Yes
-6519,4184-VODJZ,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,No
-3709,2103-ZRXFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,No
-6494,4310-KEDTB,Female,0,No,Yes,26,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,No
-4849,8190-ZTQFB,Male,0,No,No,41,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,No
-4748,3125-RAHBV,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,No
-4268,5198-HQAEN,Male,0,Yes,Yes,35,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,No
-3522,0969-RGKCU,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,No
-4134,3005-TYFRD,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,No
-3602,3038-PQIUY,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,No
-6881,7078-NVFAM,Female,0,Yes,Yes,32,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,No
-713,5433-KYGHE,Female,0,No,Yes,14,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86,1164.05,No
-4186,7572-KPVKK,Male,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,No
-2214,8337-MSSXB,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,Yes
-5301,2082-OJVTK,Male,0,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,Yes
-2923,4402-FTBXC,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667,No
-1810,5149-QYTTU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,No
-3486,2558-BUOZZ,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,No
-3141,5649-ANRML,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Yes
-1827,2959-EEXWB,Female,0,Yes,Yes,45,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,No
-1155,6870-ZWMNX,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,No
-1324,0031-PVLZI,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Yes
-4312,1431-AIDJQ,Male,0,Yes,Yes,33,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,No
-510,4332-MUOEZ,Male,1,Yes,Yes,20,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,No
-1680,5451-MHQOF,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,No
-499,7783-YKGDV,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Yes
-6381,0927-CNGRH,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
-1856,4510-PYUSH,Female,1,No,No,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,Yes
-1388,9089-UOWJG,Female,0,Yes,Yes,12,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,No
-5615,1493-AMTIE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes
-3719,6823-SIDFQ,Male,0,No,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,No
-2386,1247-QBVSH,Female,0,Yes,Yes,43,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,No
-5541,6804-GDMOI,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,Yes
-3236,5402-HTOTQ,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,No
-6172,6379-RXJRQ,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Yes
-1540,2796-UUZZO,Male,0,Yes,Yes,63,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,No
-1217,0784-GTUUK,Male,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,No
-2681,9674-EHPPG,Male,0,Yes,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,No
-2993,2239-CFOUJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,No
-5512,3173-NVMPX,Female,0,Yes,Yes,9,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,No
-6313,0754-UKWQP,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,Yes
-1191,8221-HVAYI,Male,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,No
-5772,8645-KOMJQ,Male,0,Yes,Yes,69,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,No
-5293,2242-MFOTG,Male,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,No
-1542,9798-OPFEM,Female,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,No
-3301,2636-ALXXZ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
-3324,5043-TRZWM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,No
-2539,2050-ONYDQ,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26,1654.85,No
-953,0851-DFJKB,Female,0,No,No,15,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,No
-4846,8993-IZEUX,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,No
-4330,4013-TLDHQ,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Yes
-732,1216-JWVUX,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,No
-7033,9767-FFLEM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,No
-1156,0621-CXBKL,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,No
-6518,1963-SVUCV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes
-3294,1086-LXKFY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Yes
-2982,5266-PFRQK,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,No
-5305,9027-TMATR,Female,0,Yes,No,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,No
-5161,0696-UKTOX,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,No
-2156,2737-YNGYW,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,Yes
-1062,1730-VFMWO,Female,0,Yes,No,34,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,No
-2616,7593-JNWRU,Male,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Yes
-1167,4189-NAKJS,Male,0,No,No,26,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,No
-3222,6817-WTYHE,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,No
-3636,6319-QSUSR,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,No
-5588,1660-HSOOQ,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Yes
-2938,5294-IMHHT,Male,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,No
-4491,7853-WNZSY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,No
-3140,7901-HXJVA,Male,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,No
-4980,8595-SIZNC,Female,1,Yes,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,No
-143,2636-SJDOU,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,No
-6976,5130-YPIRV,Female,0,Yes,No,62,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72,4284.2,No
-3577,7541-YLXCL,Male,0,No,No,36,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,Yes
-4946,2612-RRIDN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81,340.85,Yes
-2782,7037-MTYVW,Male,0,Yes,Yes,38,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297,No
-717,9944-AEXBM,Male,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,No
-1819,6701-DHKWQ,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,No
-2502,9067-YGSCA,Female,0,No,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,No
-4360,2675-OTVVJ,Male,1,Yes,No,31,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,No
-4171,9025-ZRPVR,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Yes
-395,2977-CEBSX,Female,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,No
-5731,4936-YPJNK,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,No
-6320,8845-LWKGE,Female,0,Yes,Yes,30,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,No
-6804,8212-DJRCH,Male,0,Yes,Yes,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,No
-4492,3120-FAZKD,Male,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No
-1365,7721-JXEAW,Male,0,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Yes
-6414,3472-QPRCH,Male,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,No
-5999,6733-LRIZX,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,No
-595,0719-SYFRB,Female,0,No,No,12,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,Yes
-6205,7547-EKNFS,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Yes
-3952,9861-PDSZP,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,No
-5392,2162-FRZAA,Male,0,Yes,Yes,63,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,No
-5917,5144-PQCDZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,No
-4968,2197-OMWGI,Female,1,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53,3656.25,No
-2914,0484-FFVBJ,Male,0,No,No,32,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,No
-6936,7693-LCKZL,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385,Yes
-2326,2266-SJNAT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,No
-5644,9444-JTXHZ,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,Yes
-3766,4201-JMNGR,Female,1,No,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Yes
-3440,3508-VLHCZ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,No
-3851,0206-OYVOC,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,No
-4132,6834-NXDCA,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Yes
-6454,2669-QVCRG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,No
-2143,4079-VTGLK,Male,1,Yes,No,30,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,No
-6491,9728-FTTVZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes
-5073,8050-WYBND,Female,0,No,Yes,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,No
-1571,2812-SFXMJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
-4079,5606-AMZBO,Female,0,Yes,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,No
-1122,4081-DYXAV,Female,0,No,No,19,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,Yes
-2786,6584-VQMYT,Male,0,No,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,No
-6335,7798-JVXYM,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,No
-2967,7663-CUXZB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,No
-2504,8433-WXGNA,Male,0,No,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,Yes
-5988,6828-HMKWP,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,No
-3465,2831-EBWRN,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,No
-675,3729-OWRVL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,No
-2808,6645-MXQJT,Male,0,Yes,Yes,2,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,No
-3348,2172-EJXVF,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,No
-728,2684-EIWEO,Female,1,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Yes
-412,5233-AOZUF,Female,0,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,No
-3146,4236-XPXAV,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,Yes
-1516,6198-RTPMF,Female,0,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,No
-5745,3580-GICBM,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,No
-825,2311-QYMUQ,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,Yes
-3267,8902-ZEOVF,Male,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,No
-3974,9592-ERDKV,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,No
-616,6464-KEXXH,Male,0,No,No,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,No
-114,5256-SKJGO,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,No
-417,5249-QYHEX,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,No
-3069,1784-BXEFA,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,No
-1625,1262-OPMFY,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Yes
-6973,9972-VAFJJ,Female,1,Yes,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94,4871.45,No
-4185,8620-RJPZN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,No
-2896,9522-ZSINC,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,No
-6571,2188-SXWVT,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55,1885.15,No
-2082,3486-KHMLI,Male,0,No,Yes,21,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,No
-753,3115-CZMZD,Male,0,No,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25, ,No
-2546,7175-NTIXE,Female,0,No,No,25,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,No
-3969,2920-RNCEZ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,No
-3373,2516-VQRRV,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,Yes
-5726,2888-ADFAO,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,No
-4107,2190-PHBHR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,No
-2444,1254-IZEYF,Female,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,Yes
-4380,2520-SGTTA,Female,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20, ,No
-1066,9646-NMHXE,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,No
-3913,8749-TZYEC,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,No
-5287,9708-KFDBY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,No
-5536,0778-NELLA,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,Yes
-5387,8676-OOQEJ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,No
-5732,1580-BMCMR,Male,1,No,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,No
-3498,7730-IUTDZ,Male,0,No,No,43,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Yes
-2738,2351-BKRZW,Female,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,No
-5052,3255-GRXMG,Male,0,No,Yes,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,No
-4000,0420-HLGXF,Female,1,No,No,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036,No
-1568,3292-PBZEJ,Male,1,No,No,11,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,No
-2427,7854-FOKSF,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,Yes
-3746,4806-HIPDW,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,Yes
-6522,7233-IOQNP,Female,0,Yes,No,43,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34,1505.35,No
-1687,8332-OSJDW,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,No
-851,2252-NKNSI,Male,0,No,Yes,52,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,No
-3546,8200-LGKSR,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,No
-6303,6308-CQRBU,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,No
-895,0730-KOAVE,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,No
-4592,1897-RCFUM,Female,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,No
-6401,0807-ZABDG,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,Yes
-5878,8909-BOLNL,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,No
-335,4322-RCYMT,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Yes
-2839,5465-BUBFA,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,No
-3087,6979-ZNSFF,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,Yes
-4611,0626-QXNGV,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,No
-1348,1184-PJVDB,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,Yes
-1015,3863-IUBJR,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,Yes
-2816,0536-ACXIP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,No
-1631,4248-QPAVC,Female,1,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Yes
-2489,1032-MAELW,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,No
-3730,6771-XWBDM,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,Yes
-3251,9710-ZUSHQ,Female,1,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,Yes
-6516,6876-ADESB,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,Yes
-5877,6777-TGHTM,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,Yes
-5881,3229-USWAR,Female,0,No,No,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,No
-2070,8624-GIOUT,Female,0,No,No,49,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,Yes
-4452,6695-AMZUF,Female,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,No
-6956,2451-YMUXS,Male,1,No,No,67,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,No
-5408,6407-GSJNL,Female,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288,No
-1635,2988-PLAHS,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,No
-4646,5032-MIYKT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,No
-2479,1088-AUUZZ,Male,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,No
-2265,1583-IHQZE,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,Yes
-2959,7587-AOVVU,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,No
-5323,1448-CYWKC,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,No
-6650,5850-BDWCY,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,No
-3059,7503-EPSZW,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,No
-5053,4828-FAZPK,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,No
-5869,3410-MHHUM,Female,0,Yes,Yes,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,No
-2141,6648-INWPS,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,No
-5104,1328-EUZHC,Female,0,Yes,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,No
-3118,2122-SZZZD,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,No
-5188,1028-FFNJK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,No
-6642,4747-LCAQL,Male,0,No,No,25,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79,1902,No
-4045,3677-TNKIO,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71,914,Yes
-3356,2235-ZGKPT,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,Yes
-2744,0815-MFZGM,Female,0,Yes,No,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99,4135,No
-5092,5774-XZTQC,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,No
-3506,2916-BQZLN,Male,0,No,No,19,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,No
-1679,0999-QXNSA,Male,1,No,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,No
-4249,7919-ZODZZ,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,No
-3147,8903-WMRNW,Female,0,Yes,No,15,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,No
-2294,2027-FECZV,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,Yes
-580,1218-VKFPE,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,233.55,Yes
-1470,6979-TNDEU,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,No
-4799,4182-BGSIQ,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No
-4070,0531-ZZJWQ,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74,4052.4,No
-5308,9110-HSGTV,Female,0,No,No,69,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,No
-3343,4616-EWBNJ,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,No
-4992,7740-KKCXF,Male,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,No
-4583,2400-XIWIO,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,No
-3672,9378-FXTIZ,Female,0,Yes,No,54,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,Yes
-559,3716-UVSPD,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,No
-5237,6261-LHRTG,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,No
-5215,7845-URHJN,Female,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Yes
-2849,6838-HVLXG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,No
-512,5956-VKDTT,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Yes
-4729,6522-OIQSX,Female,0,Yes,Yes,69,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,No
-1081,1751-NCDLI,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,No
-1664,4829-AUOAX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,Yes
-1012,7426-RHZGU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,No
-1931,7409-JURKQ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,No
-1150,8807-ARQET,Female,0,No,No,41,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,No
-2838,3097-FQTVJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,810.3,No
-5949,8756-RDDLT,Female,0,No,No,68,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,No
-116,9560-BBZXK,Female,0,No,No,36,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,No
-740,4381-MHQDC,Female,0,No,No,47,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65,2879.9,No
-6760,5295-PCJOO,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,Yes
-6070,6013-BHCAW,Male,0,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81,4976.15,No
-5177,3672-YITQD,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,Yes
-3675,9753-OYLBX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,No
-5906,1965-AKTSX,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Yes
-830,9101-BWFSS,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,Yes
-119,9445-ZUEQE,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,No
-4752,1682-VCOIO,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,No
-6718,8676-TRMJS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75,209.1,Yes
-6664,4480-MBMLB,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,No
-6961,8155-IBNHG,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Yes
-635,7207-RMRDB,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,Yes
-4465,3606-SBKRY,Male,0,No,No,31,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,No
-4364,6741-QRLUP,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,No
-4142,2969-VAPYH,Female,0,No,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870,No
-991,8361-LBRDI,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,No
-876,0207-MDKNV,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,Yes
-4869,1384-RCUXW,Male,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,No
-5315,2082-CEFLT,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,Yes
-5222,6854-EXGSF,Female,0,No,No,8,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,No
-4,9237-HQITU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,151.65,Yes
-3051,5117-ZSMHQ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,No
-5691,5619-XZZKR,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,No
-3124,3889-VWBID,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,No
-6407,6728-CZFEI,Female,0,No,No,15,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,No
-2660,5639-NTUPK,Male,0,No,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,No
-2491,1552-TKMXS,Female,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,No
-5173,2480-SQIOB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,No
-3854,0237-YFUTL,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,No
-4933,9842-EFSYY,Female,0,No,Yes,4,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,No
-4777,7501-VTYLJ,Female,0,No,Yes,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,No
-1715,0386-CWRGM,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,No
-6448,3685-YLCMQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,Yes
-6457,2233-TXSIU,Male,0,Yes,Yes,17,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,No
-6293,7977-HXJKU,Male,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397,No
-1148,7851-WZEKY,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,Yes
-3261,2378-YIZKA,Female,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85,5607.75,No
-574,6030-REHUX,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,No
-3769,2129-ALKBS,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,No
-3736,2926-JEJJC,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,No
-4146,9821-POOTN,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Yes
-853,7905-TVXTA,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,No
-1982,3190-FZATL,Male,0,No,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,No
-2774,9375-MHRRS,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,No
-5919,6625-IUTTT,Male,0,No,No,67,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,No
-4929,2055-BFOCC,Male,1,Yes,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84,5329.55,No
-5211,8382-SHQEH,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,Yes
-1166,7129-ACFOG,Female,0,No,No,5,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,No
-6002,3727-RJMEO,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,Yes
-971,5002-GCQFH,Male,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,No
-2701,1697-LYYYX,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,No
-4495,4702-IOQDC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes
-3847,8439-LTUGF,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20,198.6,No
-2368,6650-BWFRT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,No
-4115,7247-XOZPB,Male,0,Yes,No,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,No
-4780,5895-QSXOD,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,No
-4131,2876-VBBBL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Yes
-2950,3345-JHUEO,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,No
-5625,8963-MQVYN,Female,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,No
-524,8397-MVTAZ,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480,Yes
-2455,8481-YYXWG,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Yes
-5016,4140-WJAWW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Yes
-1841,8958-JPTRR,Female,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,No
-5986,5271-DBYSJ,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,No
-537,5844-QVTAT,Female,0,Yes,Yes,33,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,No
-2806,3259-QMXUN,Male,0,Yes,No,58,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,No
-5801,8695-ARGXZ,Male,1,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,No
-5596,5982-XMDEX,Female,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,No
-4341,3754-DXMRT,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Yes
-3175,7395-IGJOS,Male,1,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Yes
-784,5125-CNDSP,Male,0,No,Yes,63,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,No
-4057,7980-MHFLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,No
-1409,5977-CKHON,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039,No
-2537,8670-ERCJH,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,No
-154,3077-RSNTJ,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,No
-3009,8896-BQTTI,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25,25,No
-1686,6839-ITVZJ,Female,0,Yes,Yes,26,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,Yes
-2901,7765-LWVVH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,No
-6972,6664-FPDAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,Yes
-4721,4211-MMAZN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Yes
-3863,0365-BZUWY,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,No
-2733,3518-PZXZQ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,No
-1895,3638-VBZTA,Male,0,No,Yes,68,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,No
-5442,2481-SBOYW,Female,0,No,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25,1498.35,No
-569,0308-IVGOK,Female,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,No
-5854,7876-BEUTG,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,No
-1816,1663-MHLHE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No
-2065,5153-RTHKF,Female,0,No,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,No
-127,6734-PSBAW,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,No
-3394,9052-DHNKM,Male,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,No
-3327,9494-BDNNC,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,No
-7016,1471-GIQKQ,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,No
-6102,9795-NREXC,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85,5484.4,No
-2975,3043-TYBNO,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,No
-980,3318-ISQFQ,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413,No
-2300,4800-CZMPC,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,Yes
-190,7100-FQPRV,Male,0,Yes,Yes,43,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,No
-1139,3082-WQRVY,Male,1,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,No
-5088,1399-OUPJN,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,No
-699,8338-QIUNR,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,No
-6719,2509-TFPJU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,No
-606,6516-NKQBO,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81,3084.9,No
-4276,1226-UDFZR,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,Yes
-301,8098-LLAZX,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,Yes
-3420,8663-UPDGF,Female,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,No
-6777,9572-WUKSB,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,No
-1060,6100-FJZDG,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,No
-6834,3635-JBPSG,Female,0,No,No,15,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603,No
-6898,1956-YIFGE,Male,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,No
-2565,7996-BPXHY,Female,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25,332.5,No
-7029,2235-DWLJU,Female,1,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,No
-1069,8883-GRDWQ,Male,1,No,No,20,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54,1055.9,No
-2524,0784-ZQJZX,Male,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,No
-2205,0380-NEAVX,Male,1,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,No
-1243,5552-ZNFSJ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes
-16,8191-XWSZG,Female,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,No
-3120,3148-AOIQT,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,No
-7019,9710-NJERN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826,No
-4642,5458-CQJTA,Male,0,Yes,Yes,65,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,Yes
-4754,2072-ZVJJX,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,No
-815,3196-NVXLZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,No
-3067,7005-CCBKV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,Yes
-6724,7359-SSBJK,Female,1,No,No,64,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481,Yes
-5600,3799-ISUZQ,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Yes
-959,5651-YLPRD,Female,0,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,No
-6427,6000-UKLWI,Male,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,No
-4893,4432-ADRLB,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,Yes
-225,6778-JFCMK,Male,0,No,No,24,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,No
-6170,2220-IAHLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,No
-3354,7029-IJEJK,Female,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,No
-5895,8033-ATFAS,Female,0,Yes,Yes,39,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,No
-2485,9921-ZVRHG,Female,0,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072,Yes
-562,3701-SFMUH,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,No
-3436,0428-AXXLJ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,No
-6373,0943-ZQPXH,Male,0,Yes,Yes,44,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,No
-6181,4937-QPZPO,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,No
-1693,7359-WWYJV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,No
-1045,3524-WQDSG,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,No
-3446,2000-MPKCA,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,No
-4565,1866-DIOQZ,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,No
-954,5382-SOYZL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,No
-7015,0666-UXTJO,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,No
-2735,7693-QPEFS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,No
-6904,6211-WHMYA,Female,1,No,No,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751,No
-4735,0723-FDLAY,Male,0,No,No,44,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,No
-6780,3640-JQGJG,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,No
-1218,7979-CORPM,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Yes
-5254,4393-GEADV,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,No
-5511,6586-MYGKD,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,No
-6748,6230-BSUXY,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,Yes
-1527,0640-YJTPY,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21,1493.75,No
-3987,7625-XCQRH,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Yes
-7021,1699-HPSBG,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,Yes
-1300,1291-CUOCY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,No
-6886,7234-FECYN,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,Yes
-5699,6719-OXYBR,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,No
-160,8992-VONJD,Female,0,No,Yes,13,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56,764.55,No
-4067,9140-CZQZZ,Female,0,Yes,No,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,No
-5800,7129-CAKJW,Female,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,No
-956,3261-CQXOL,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,No
-3791,3453-RTHJQ,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435,No
-3234,8173-RXAYP,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,No
-2869,2672-HUYVI,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,Yes
-3777,4742-TXUEX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,No
-4433,4749-OJKQU,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,No
-4973,7852-LECYP,Male,1,Yes,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261,No
-6015,2325-NBPZG,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,No
-2961,6898-MDLZW,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,No
-5980,7049-GKVZY,Female,0,No,No,17,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,No
-2200,6296-DDOOR,Female,0,No,No,19,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,No
-98,3212-KXOCR,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21,1107.2,No
-6844,6897-UUBNU,Male,0,No,No,29,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,No
-2557,4061-UKJWL,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,No
-3183,7890-VYYWG,Male,1,Yes,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,Yes
-253,3282-ZISZV,Male,0,No,Yes,32,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,No
-3923,5275-SQEIZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,Yes
-4199,4088-YLDSU,Male,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,Yes
-1445,3211-AAPKX,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,No
-5539,4632-PAOYU,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,No
-1648,7426-WEIJX,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,No
-4682,0504-HHAPI,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,Yes
-4723,4274-OWWYO,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes
-3991,1731-TVIUK,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Yes
-1696,8593-WHYHV,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,Yes
-3191,7636-OWBPG,Male,1,No,No,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,No
-6197,1585-MQSSU,Male,0,No,No,17,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,Yes
-6295,7033-CLAMM,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,No
-4499,6178-KFNHS,Female,0,No,Yes,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Yes
-1154,8292-ITGYJ,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,No
-2255,9537-VHDTA,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,No
-1682,9225-BZLNZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,No
-3170,7272-QDCKA,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,No
-2056,4138-NAXED,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81,4085.75,No
-4090,1453-RZFON,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,No
-6865,8792-AOROI,Female,0,Yes,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,No
-3108,5056-FIMPT,Female,0,No,Yes,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106,4532.3,No
-4548,5572-ZDXHY,Female,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,Yes
-3723,7010-ZMVBF,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357,No
-6397,7994-XIRTR,Male,1,No,No,54,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,No
-5423,5228-EXCET,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,Yes
-2049,1170-SASML,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,No
-4976,8165-CBKXO,Male,0,Yes,Yes,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,No
-3643,9451-WLYRI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,No
-6944,9039-ZVJDC,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,No
-623,5148-HKFIR,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,No
-6489,9318-NKNFC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,Yes
-6772,7931-PXHFC,Male,0,No,No,38,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Yes
-5883,6131-JLWZM,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,No
-262,7529-ZDFXI,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,No
-5730,7167-PCEYD,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,No
-3369,4680-KUTAJ,Female,1,No,No,11,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,No
-4061,1629-DQQVB,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,No
-5534,7964-VEXDG,Male,0,No,Yes,21,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,No
-6294,6615-ZGEDR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Yes
-6065,4458-KVRBJ,Male,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1510.5,No
-6616,9600-NAXZN,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528,Yes
-1802,7492-TAFJD,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280,No
-4736,3050-RLLXC,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,No
-7027,0550-DCXLH,Male,0,No,No,13,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,No
-2385,5156-UMKOW,Female,0,No,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,No
-6694,4526-RMTLL,Male,0,Yes,Yes,8,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,No
-5759,9985-MWVIX,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes
-1959,5882-CMAZQ,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,No
-2976,4830-FAXFM,Male,0,No,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,No
-488,4472-LVYGI,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),52.55, ,No
-1843,3173-WSSUE,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,No
-1734,7511-YMXVQ,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,Yes
-2911,9747-DDZOS,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Yes
-3219,3896-ZVNET,Female,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,No
-146,6837-BJYDQ,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,No
-5630,9801-GDWGV,Female,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,Yes
-1986,7710-JSYOA,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,No
-1369,5478-JJVZK,Female,0,No,No,33,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,No
-6546,9828-QHFBK,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,No
-6051,4079-ULGFR,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,275.7,No
-2811,5804-JMYIO,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,No
-659,2085-JVGAD,Male,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,No
-1794,5377-NDTOU,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,No
-2511,7016-NVRIC,Male,1,Yes,No,29,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,No
-3397,1642-HMARX,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,No
-4282,5811-IWXYM,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,No
-1147,0411-EZJZE,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,No
-3272,6772-KSATR,Male,0,No,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Yes
-608,8207-DMRVL,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,No
-6287,3223-WZWJM,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,Yes
-3582,6357-JJPQT,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,No
-1930,2792-VPPET,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,No
-197,6168-YBYNP,Male,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,No
-2931,8059-UDZFY,Female,1,No,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,No
-2327,0869-PAPRP,Female,1,Yes,No,26,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067,No
-4389,1482-OXZSY,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,No
-766,5175-WLYXL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,No
-4496,9489-JMTTN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,No
-4218,9027-YFHQJ,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,No
-3255,4827-LTQRJ,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,No
-202,3363-DTIVD,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,No
-3510,3199-XGZCY,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,No
-4931,4298-OYIFC,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,No
-6390,6994-FGRHH,Male,0,Yes,Yes,70,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,No
-5535,2404-JIBFC,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,No
-1733,1015-OWJKI,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,No
-5791,7233-DRTRF,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,No
-2777,4860-YZGZM,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,185.4,No
-1707,4854-CIDCF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,No
-5172,9507-HSMMZ,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,1149.65,No
-5249,5115-GZDEL,Male,0,No,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,No
-5757,5539-HIVAK,Female,1,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,No
-3474,3982-DQLUS,Male,1,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,No
-6528,4957-SREEC,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,No
-5855,2338-BQEZT,Female,0,No,No,55,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,No
-854,7695-PKLCZ,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,No
-5685,4475-NVTLU,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,No
-6363,8778-LMWTJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,No
-4737,9298-WGMRW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,No
-4097,9974-JFBHQ,Male,0,No,Yes,64,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,No
-2160,7101-HRBLJ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,No
-698,9978-HYCIN,Male,1,Yes,Yes,47,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,No
-6969,4745-LSPLO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes
-2999,1038-RQOST,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,No
-3696,3144-AUDBS,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,Yes
-1636,1371-OJCEK,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,No
-3457,8566-YPRGL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No
-3581,7860-UXCRM,Male,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,No
-1291,7993-PYKOF,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75,632.95,Yes
-4659,6616-AALSR,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,No
-6585,4955-VCWBI,Female,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,817.95,No
-5616,9555-SAHUZ,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,No
-1853,1612-EOHDH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,Yes
-5232,1755-RMCXH,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,No
-3763,2959-MJHIC,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,Yes
-3304,0136-IFMYD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,No
-6922,9398-MMQTO,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,No
-5727,8707-HOEDG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,No
-3743,2391-SOORI,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,Yes
-3445,7047-FWEYA,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,No
-1998,7615-ESMYF,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,Yes
-663,9565-FLVCG,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,No
-4779,0480-BIXDE,Female,0,Yes,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,No
-5353,8992-OBVDG,Male,0,No,No,21,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,No
-3748,6339-RZCBJ,Male,0,No,No,48,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,No
-4413,1792-UXAFY,Female,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,Yes
-4744,6139-ZZRBQ,Male,1,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,No
-5530,9644-KVCNC,Female,0,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,No
-5575,1492-KGETH,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,No
-709,3347-YJZZE,Male,0,Yes,Yes,29,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,No
-1282,6260-ONULR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,No
-5864,5093-FEGLU,Female,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,No
-5068,6892-BOGQE,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,No
-2675,4878-BUNFV,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,No
-6776,6120-RJKLU,Female,1,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,No
-4029,0019-GFNTW,Female,0,No,No,56,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,No
-1306,0201-OAMXR,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,Yes
-5496,2208-NKVVH,Male,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,No
-5504,6345-ULYRW,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,Yes
-2237,2212-LYASK,Male,0,Yes,Yes,27,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,No
-3302,7774-OJSXI,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,Yes
-5592,5063-IUOKK,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,No
-2038,9172-JITSM,Female,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,Yes
-1529,9764-REAFF,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,No
-1663,5364-XYIRR,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,Yes
-5450,7503-ZGUZJ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,Yes
-6952,6394-MFYNG,Female,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Yes
-6978,6439-PKTRR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,No
-3627,3243-ZHOHY,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,No
-5739,4199-QHJNM,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,No
-5147,7622-NXQZR,Male,0,No,No,28,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,No
-4891,8404-GFGCZ,Male,0,Yes,No,4,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,No
-2693,3976-HXHCE,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,No
-3060,7089-XXAYG,Male,0,Yes,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,No
-1597,5327-CNLUQ,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,No
-6700,8107-RZLNV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,No
-2729,1143-NMNQJ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,Yes
-2625,0880-FVFWF,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,No
-5915,9500-WBGRP,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,No
-3157,3030-YZADT,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431,Yes
-3314,2402-TAIRZ,Female,0,No,No,37,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,No
-1722,9060-HJJRW,Female,0,No,No,51,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,No
-5279,0394-YONDK,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,No
-6668,2832-KJCRD,Female,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,No
-1059,0376-YMCJC,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,Yes
-4636,1269-FOYWN,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20,860.85,No
-3242,3717-FDJFU,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,No
-1678,1060-ENTOF,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,No
-6374,1293-BSEUN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,No
-6628,9979-RGMZT,Female,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,No
-1757,6950-TWMYB,Male,0,Yes,Yes,54,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,No
-6019,0440-MOGPM,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,No
-4191,2027-WKXMW,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,No
-5116,4759-TRPLW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,Yes
-563,6103-LIANB,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,No
-2790,5013-SBUIH,Female,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,Yes
-863,9944-HKVVB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,Yes
-1484,2277-BKJKN,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,No
-5977,0780-XNZFN,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,No
-5134,8010-EZLOU,Male,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Yes
-206,6348-SNFUS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,No
-4488,3714-JTVOV,Female,1,Yes,No,42,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Yes
-870,1937-OTUKY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,No
-4493,8606-OEGQZ,Female,0,No,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,No
-502,3957-HHLMR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,No
-1028,8436-BJUMM,Male,0,Yes,Yes,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,Yes
-3840,1080-BWSYE,Male,1,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,No
-2690,2397-BRLOM,Male,1,Yes,Yes,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,Yes
-5581,5271-YNWVR,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856,Yes
-6756,1754-GKYPY,Male,1,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,No
-5056,3262-EIDHV,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,No
-1570,3070-FNFZQ,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,No
-2773,2770-NSVDG,Male,0,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688,No
-5991,8063-RJYNF,Male,0,No,No,16,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,Yes
-2731,1110-KYLGQ,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,No
-6242,8265-HKSOW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,No
-804,3138-BKYAV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,Yes
-5847,9391-YZEJW,Female,0,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94,5757.2,No
-3645,1991-VOPLL,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,No
-2454,5406-KGRMX,Female,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,No
-4598,4929-ROART,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,No
-3104,6860-YRJZP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,No
-4875,2302-ANTDP,Female,1,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,Yes
-5959,2729-VNVAP,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,No
-200,9323-HGFWY,Female,0,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,No
-6278,7208-PSIHR,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,No
-3099,5505-OVWQW,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,No
-6184,3413-CSSTH,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,No
-2278,0015-UOCOJ,Female,1,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,No
-3561,5998-VVEJY,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,Yes
-5892,2709-UQGNP,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,No
-4474,1139-WUOAH,Male,0,No,No,57,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,No
-6432,8221-EQDGL,Male,0,Yes,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61,2130.45,No
-4514,3956-MGXOG,Female,0,No,No,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,No
-5794,1162-ECVII,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,No
-391,9774-NRNAU,Male,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,No
-6736,7558-IMLMT,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,No
-5618,9932-WBWIK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,No
-5258,8634-CILSZ,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,Yes
-1495,4472-VESGY,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,No
-2695,0254-KCJGT,Male,0,Yes,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,No
-2027,3778-FOAQW,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,No
-5248,3239-TPHPZ,Female,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,No
-5463,6142-VSJQO,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Yes
-2568,2266-FUBDZ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,No
-64,5698-BQJOH,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,Yes
-3884,4521-YEEHE,Female,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,No
-2062,7996-MHXLW,Female,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,No
-5276,2725-IWWBA,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,No
-492,0388-EOPEX,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,Yes
-379,5686-CMAWK,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,No
-6331,1929-ZCBHE,Male,0,Yes,Yes,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,No
-4859,8041-TMEID,Male,1,Yes,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,No
-6360,8073-IJDCM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Yes
-3993,9769-TSBZE,Female,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66,4891.5,No
-4887,9184-GALIL,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,No
-1076,4121-AGSIN,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,No
-878,7945-HLKEA,Female,0,No,No,60,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,No
-337,2088-IEBAU,Female,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,No
-6863,0657-DOGUM,Female,0,Yes,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,No
-6439,9137-UIYPG,Female,0,Yes,Yes,35,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,No
-1016,7649-SIJJF,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,No
-1275,5095-ETBRJ,Female,0,Yes,No,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,No
-3798,2800-QQUSO,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,No
-4551,5827-MWCZK,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,No
-3342,0384-LPITE,Male,0,No,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,No
-4911,8565-WUXZU,Male,1,Yes,No,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,No
-6413,7739-LAXOG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Yes
-995,3842-IYKUE,Female,0,No,No,35,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,Yes
-1981,0348-SDKOL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,Yes
-4297,2192-OZITF,Female,0,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,No
-161,0867-MKZVY,Female,0,Yes,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Yes
-5675,4983-CCWMC,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,No
-6873,6369-MCAKO,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,No
-6545,1518-VOWAV,Female,0,No,No,9,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,Yes
-4798,4948-WBBKL,Female,1,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,No
-1500,7041-TXQJH,Female,0,No,No,37,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,No
-3843,0812-WUPTB,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,Yes
-5225,5376-PCKNB,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459,No
-2613,0137-OCGAB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,Yes
-3461,8400-WZICQ,Female,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,No
-1021,3422-WJOYD,Male,0,Yes,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,No
-3073,5762-TJXGK,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,No
-3943,8720-RQSBJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No
-1585,4522-XRWWI,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,No
-1955,0701-RFGFI,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,No
-3152,9909-DFRJA,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,No
-6349,3451-VAWLI,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,No
-34,3413-BMNZE,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,No
-4014,3657-COGMW,Female,1,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,No
-775,8823-RLPWL,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,No
-2556,8868-GAGIO,Male,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,No
-1478,9851-QXEEQ,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,Yes
-5486,7609-YBPXG,Male,0,No,No,54,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,No
-6235,5180-UCIIQ,Male,1,Yes,Yes,22,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,Yes
-1363,3084-DOWLE,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92,6474.4,No
-2612,8198-RKSZG,Female,0,Yes,Yes,14,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,No
-2824,8857-CUPFQ,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,No
-2041,3546-GHEAE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,No
-241,6614-FHDBO,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,No
-2061,4958-GZWIY,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,Yes
-2363,4373-VVHQL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,No
-600,5839-SUYVZ,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,No
-2435,9481-SFCQY,Female,0,No,Yes,14,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,No
-5393,5376-DEQCP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Yes
-6310,5872-OEQNH,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,No
-2888,7409-KIUTL,Female,1,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71,71,Yes
-6164,7779-ORAEL,Male,1,Yes,No,45,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,No
-646,0887-HJGAR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes
-3890,3886-CERTZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,Yes
-3556,0895-LNKRC,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,No
-3202,5501-TVMGM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,No
-1528,8096-LOIST,Female,0,No,No,19,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,No
-6975,1904-WAJAA,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,No
-1267,2612-PHGOX,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,No
-1899,8563-OYMQY,Male,0,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,No
-4658,8455-HIRAQ,Female,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,No
-3005,0516-QREYC,Female,1,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,No
-2734,2371-JUNGC,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208,No
-189,8017-UVSZU,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,No
-1806,8966-KZXXA,Male,0,Yes,Yes,36,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,No
-975,2834-JRTUA,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,Yes
-2747,8295-FHIVV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,No
-2047,8543-MSDMF,Male,0,No,No,3,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,No
-2558,5380-XPJNZ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,No
-1082,4367-NUYAO,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75, ,No
-474,9399-APLBT,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes
-2904,2115-BFTIW,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Yes
-4843,0902-XKXPN,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,No
-6396,2974-GGUXS,Female,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,No
-4117,6211-WWLTF,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,No
-3385,7526-BEZQB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,Yes
-4555,4804-NCPET,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,No
-1184,4660-IRIBM,Male,0,Yes,Yes,18,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,No
-6420,1422-DGUBX,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,No
-5051,0899-WZRSD,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,No
-5311,8053-WWDRO,Female,0,Yes,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Yes
-2433,8314-DPQHL,Male,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,No
-6949,3648-GZPHF,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,No
-5611,6847-KJLTS,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,No
-2391,7318-EIVKO,Male,0,No,No,8,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,No
-769,3137-NYQQI,Male,0,Yes,No,17,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,No
-1685,9365-SRSZE,Male,1,Yes,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,No
-130,2876-GZYZC,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,No
-2919,1936-CZAKF,Male,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,No
-3171,8908-SLFCJ,Female,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,No
-3444,3739-YBWAB,Male,0,Yes,No,36,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,No
-6231,3296-SILRA,Female,1,Yes,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,Yes
-5578,8215-NGSPE,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,833.55,No
-4426,8652-YHIYU,Female,0,No,Yes,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,No
-5334,6386-SZZKH,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Yes
-466,9076-AXYIK,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,No
-6265,3278-FSIXX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,No
-5734,6408-WHTEF,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,No
-3092,6032-IGALN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Yes
-3772,0684-AOSIH,Male,0,Yes,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95,95,Yes
-5191,5982-PSMKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,No
-5226,8044-BGWPI,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,No
-5390,7450-NWRTR,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,Yes
-860,4795-UXVCJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,No
+gender,age,hypertension,heart_disease,ever_married,work_type,Residence_type,avg_glucose_level,bmi,smoking_status,stroke
+Male,67,0,1,Yes,Private,Urban,228.69,36.6,formerly smoked,1
+Female,61,0,0,Yes,Self-employed,Rural,202.21,N/A,never smoked,1
+Male,80,0,1,Yes,Private,Rural,105.92,32.5,never smoked,1
+Female,49,0,0,Yes,Private,Urban,171.23,34.4,smokes,1
+Female,79,1,0,Yes,Self-employed,Rural,174.12,24,never smoked,1
+Male,81,0,0,Yes,Private,Urban,186.21,29,formerly smoked,1
+Male,74,1,1,Yes,Private,Rural,70.09,27.4,never smoked,1
+Female,69,0,0,No,Private,Urban,94.39,22.8,never smoked,1
+Female,59,0,0,Yes,Private,Rural,76.15,N/A,Unknown,1
+Female,78,0,0,Yes,Private,Urban,58.57,24.2,Unknown,1
+Female,81,1,0,Yes,Private,Rural,80.43,29.7,never smoked,1
+Female,61,0,1,Yes,Govt_job,Rural,120.46,36.8,smokes,1
+Female,54,0,0,Yes,Private,Urban,104.51,27.3,smokes,1
+Male,78,0,1,Yes,Private,Urban,219.84,N/A,Unknown,1
+Female,79,0,1,Yes,Private,Urban,214.09,28.2,never smoked,1
+Female,50,1,0,Yes,Self-employed,Rural,167.41,30.9,never smoked,1
+Male,64,0,1,Yes,Private,Urban,191.61,37.5,smokes,1
+Male,75,1,0,Yes,Private,Urban,221.29,25.8,smokes,1
+Female,60,0,0,No,Private,Urban,89.22,37.8,never smoked,1
+Male,57,0,1,No,Govt_job,Urban,217.08,N/A,Unknown,1
+Female,71,0,0,Yes,Govt_job,Rural,193.94,22.4,smokes,1
+Female,52,1,0,Yes,Self-employed,Urban,233.29,48.9,never smoked,1
+Female,79,0,0,Yes,Self-employed,Urban,228.7,26.6,never smoked,1
+Male,82,0,1,Yes,Private,Rural,208.3,32.5,Unknown,1
+Male,71,0,0,Yes,Private,Urban,102.87,27.2,formerly smoked,1
+Male,80,0,0,Yes,Self-employed,Rural,104.12,23.5,never smoked,1
+Female,65,0,0,Yes,Private,Rural,100.98,28.2,formerly smoked,1
+Male,58,0,0,Yes,Private,Rural,189.84,N/A,Unknown,1
+Male,69,0,1,Yes,Self-employed,Urban,195.23,28.3,smokes,1
+Male,59,0,0,Yes,Private,Rural,211.78,N/A,formerly smoked,1
+Male,57,1,0,Yes,Private,Urban,212.08,44.2,smokes,1
+Male,42,0,0,Yes,Private,Rural,83.41,25.4,Unknown,1
+Female,82,1,0,Yes,Self-employed,Urban,196.92,22.2,never smoked,1
+Male,80,0,1,Yes,Self-employed,Urban,252.72,30.5,formerly smoked,1
+Male,48,0,0,No,Govt_job,Urban,84.2,29.7,never smoked,1
+Female,82,1,1,No,Private,Rural,84.03,26.5,formerly smoked,1
+Male,74,0,0,Yes,Private,Rural,219.72,33.7,formerly smoked,1
+Female,72,1,0,Yes,Private,Rural,74.63,23.1,formerly smoked,1
+Male,58,0,0,No,Private,Rural,92.62,32,Unknown,1
+Female,49,0,0,Yes,Private,Urban,60.91,29.9,never smoked,1
+Male,78,0,0,Yes,Private,Rural,78.03,23.9,formerly smoked,1
+Male,54,0,0,Yes,Private,Urban,71.22,28.5,never smoked,1
+Male,82,0,1,Yes,Private,Urban,144.9,26.4,smokes,1
+Female,63,0,0,Yes,Private,Urban,90.9,N/A,formerly smoked,1
+Male,60,1,0,Yes,Govt_job,Urban,213.03,20.2,smokes,1
+Male,76,1,0,Yes,Private,Rural,243.58,33.6,never smoked,1
+Female,75,0,1,No,Self-employed,Urban,109.78,N/A,Unknown,1
+Female,58,0,0,Yes,Private,Urban,107.26,38.6,formerly smoked,1
+Male,81,0,0,Yes,Self-employed,Urban,99.33,33.7,never smoked,1
+Female,39,1,0,Yes,Private,Rural,58.09,39.2,smokes,1
+Female,76,0,0,No,Private,Urban,89.96,N/A,Unknown,1
+Male,78,1,0,Yes,Private,Urban,75.32,N/A,formerly smoked,1
+Female,79,0,1,Yes,Private,Rural,127.29,27.7,never smoked,1
+Female,77,1,0,Yes,Self-employed,Urban,124.13,31.4,never smoked,1
+Female,63,0,0,Yes,Govt_job,Urban,197.54,N/A,never smoked,1
+Male,63,0,1,Yes,Private,Rural,196.71,36.5,formerly smoked,1
+Female,82,0,0,Yes,Private,Rural,59.32,33.2,never smoked,1
+Male,78,0,0,Yes,Private,Urban,237.75,N/A,formerly smoked,1
+Male,73,1,0,Yes,Self-employed,Urban,194.99,32.8,never smoked,1
+Female,54,1,0,Yes,Govt_job,Urban,180.93,27.7,never smoked,1
+Female,56,0,0,Yes,Private,Urban,185.17,40.4,formerly smoked,1
+Female,80,1,0,Yes,Private,Rural,74.9,22.2,never smoked,1
+Female,67,1,0,Yes,Self-employed,Rural,61.94,25.3,smokes,1
+Female,45,0,0,Yes,Private,Rural,93.72,30.2,formerly smoked,1
+Male,75,0,0,Yes,Private,Urban,104.72,N/A,Unknown,1
+Male,78,1,0,No,Private,Urban,113.01,24,never smoked,1
+Female,70,0,0,Yes,Private,Urban,221.58,47.5,never smoked,1
+Male,76,0,0,Yes,Private,Urban,104.47,20.3,Unknown,1
+Male,59,0,0,Yes,Private,Urban,86.23,30,formerly smoked,1
+Female,80,1,0,Yes,Self-employed,Rural,72.67,28.9,never smoked,1
+Female,76,0,0,Yes,Govt_job,Rural,62.57,N/A,formerly smoked,1
+Female,67,1,0,Yes,Private,Rural,179.12,28.1,formerly smoked,1
+Female,66,1,0,Yes,Govt_job,Rural,116.55,31.1,formerly smoked,1
+Male,63,0,0,Yes,Private,Rural,228.56,27.4,never smoked,1
+Female,52,0,0,Yes,Private,Rural,96.59,26.4,never smoked,1
+Female,80,0,1,Yes,Self-employed,Rural,66.72,21.7,formerly smoked,1
+Male,80,1,0,Yes,Private,Urban,240.09,27,never smoked,1
+Female,79,0,0,Yes,Private,Urban,110.85,24.1,formerly smoked,1
+Female,51,0,0,Yes,Private,Urban,165.31,N/A,never smoked,1
+Male,43,0,0,Yes,Self-employed,Urban,143.43,45.9,Unknown,1
+Male,59,0,0,Yes,Private,Rural,96.16,44.1,Unknown,1
+Female,66,0,0,Yes,Self-employed,Urban,101.45,N/A,Unknown,1
+Female,79,0,0,No,Private,Rural,88.92,22.9,never smoked,1
+Female,68,1,0,No,Self-employed,Urban,79.79,29.7,never smoked,1
+Male,58,0,0,Yes,Private,Urban,71.2,N/A,Unknown,1
+Male,54,0,0,Yes,Private,Rural,96.97,29.1,smokes,1
+Male,61,0,1,Yes,Private,Rural,111.81,27.3,smokes,1
+Female,70,0,1,Yes,Private,Rural,59.35,32.3,formerly smoked,1
+Male,47,0,0,Yes,Private,Urban,86.94,41.1,formerly smoked,1
+Male,74,0,0,Yes,Private,Urban,98.55,25.6,Unknown,1
+Female,79,0,1,Yes,Private,Urban,226.98,29.8,never smoked,1
+Male,81,0,0,Yes,Private,Urban,72.81,26.3,never smoked,1
+Female,57,0,0,No,Self-employed,Urban,68.02,37.5,never smoked,1
+Female,80,1,0,Yes,Self-employed,Urban,68.56,26.2,Unknown,1
+Male,45,0,0,Yes,Private,Rural,64.14,29.4,never smoked,1
+Female,78,0,0,Yes,Private,Rural,235.63,32.3,never smoked,1
+Female,70,0,0,Yes,Self-employed,Rural,76.34,24.4,formerly smoked,1
+Male,58,0,1,Yes,Private,Rural,240.59,31.4,smokes,1
+Male,57,1,0,Yes,Govt_job,Urban,78.92,27.7,formerly smoked,1
+Female,69,0,0,Yes,Govt_job,Urban,82.81,28,never smoked,1
+Male,64,0,1,Yes,Govt_job,Urban,74.1,28.8,Unknown,1
+Female,77,0,0,Yes,Govt_job,Rural,190.32,31.4,never smoked,1
+Female,74,0,0,Yes,Private,Rural,231.61,34.6,formerly smoked,1
+Female,81,0,1,Yes,Self-employed,Rural,78.7,19.4,Unknown,1
+Female,57,0,0,Yes,Govt_job,Urban,110.52,28.5,Unknown,1
+Male,58,0,0,Yes,Private,Urban,82.3,N/A,smokes,1
+Female,50,1,0,Yes,Private,Rural,73.18,30.3,formerly smoked,1
+Female,54,0,0,Yes,Self-employed,Rural,191.82,40.4,smokes,1
+Female,79,0,0,Yes,Private,Rural,93.05,24.2,never smoked,1
+Female,53,0,0,Yes,Govt_job,Urban,64.17,41.5,never smoked,1
+Male,79,0,1,Yes,Private,Rural,129.98,22.6,formerly smoked,1
+Male,80,0,1,Yes,Private,Urban,68.53,24.2,smokes,1
+Female,76,0,0,Yes,Self-employed,Urban,106.41,N/A,formerly smoked,1
+Female,45,0,0,Yes,Private,Rural,224.1,56.6,never smoked,1
+Female,68,0,0,No,Govt_job,Urban,82.1,27.1,Unknown,1
+Male,71,1,1,No,Govt_job,Rural,216.94,30.9,never smoked,1
+Male,61,1,0,Yes,Self-employed,Rural,76.11,27.3,smokes,1
+Male,74,0,0,Yes,Private,Urban,72.96,31.3,smokes,1
+Female,38,0,0,No,Self-employed,Urban,82.28,24,formerly smoked,1
+Female,77,0,0,Yes,Private,Urban,105.22,31,never smoked,1
+Female,58,0,0,Yes,Private,Rural,59.86,28,formerly smoked,1
+Female,53,1,0,Yes,Private,Urban,62.55,30.3,Unknown,1
+Male,80,0,0,Yes,Private,Rural,259.63,31.7,smokes,1
+Male,56,1,0,Yes,Private,Rural,249.31,35.8,never smoked,1
+Female,72,0,0,Yes,Private,Urban,219.91,N/A,Unknown,1
+Female,72,0,0,Yes,Govt_job,Urban,131.41,28.4,never smoked,1
+Male,78,1,0,Yes,Self-employed,Urban,93.13,N/A,formerly smoked,1
+Female,80,0,0,Yes,Private,Urban,73.54,24,Unknown,1
+Male,82,0,0,Yes,Govt_job,Urban,200.59,29,formerly smoked,1
+Female,75,0,0,Yes,Govt_job,Urban,62.48,N/A,Unknown,1
+Female,73,1,0,Yes,Private,Rural,190.14,36.5,never smoked,1
+Female,78,1,0,No,Private,Urban,130.54,20.1,never smoked,1
+Male,69,1,0,No,Private,Rural,182.99,36.5,never smoked,1
+Female,38,0,0,Yes,Private,Rural,101.45,N/A,formerly smoked,1
+Female,68,1,0,Yes,Self-employed,Rural,206.09,26.7,never smoked,1
+Female,71,0,0,Yes,Govt_job,Urban,263.32,38.7,never smoked,1
+Male,76,0,0,Yes,Private,Urban,140.1,29.9,formerly smoked,1
+Female,76,0,0,Yes,Private,Urban,207.28,34.9,Unknown,1
+Male,76,1,0,Yes,Self-employed,Rural,194.37,27,formerly smoked,1
+Female,75,0,0,Yes,Private,Rural,199.2,26.6,Unknown,1
+Male,82,0,1,Yes,Govt_job,Rural,103.68,25,never smoked,1
+Female,59,0,0,Yes,Private,Rural,116.44,23.8,smokes,1
+Female,74,1,0,Yes,Private,Urban,70.28,21.8,never smoked,1
+Female,69,1,1,No,Self-employed,Urban,72.17,36.8,never smoked,1
+Female,72,1,0,Yes,Private,Urban,221.79,30,never smoked,1
+Male,66,0,0,Yes,Private,Urban,151.16,27.5,formerly smoked,1
+Male,65,0,0,Yes,Self-employed,Urban,68.43,N/A,formerly smoked,1
+Female,78,0,0,Yes,Private,Urban,67.29,24.6,never smoked,1
+Female,57,1,0,Yes,Govt_job,Rural,67.41,32.9,never smoked,1
+Female,70,0,1,Yes,Private,Rural,239.07,26.1,never smoked,1
+Female,79,0,0,Yes,Private,Rural,169.67,N/A,Unknown,1
+Male,68,0,1,Yes,Private,Urban,223.83,31.9,formerly smoked,1
+Female,80,0,0,Yes,Self-employed,Urban,76.57,34.1,never smoked,1
+Male,68,0,0,Yes,Self-employed,Urban,77.82,27.5,smokes,1
+Female,55,0,0,Yes,Self-employed,Rural,92.98,25.6,never smoked,1
+Female,77,0,1,Yes,Private,Rural,231.56,36.9,never smoked,1
+Female,50,0,0,Yes,Private,Rural,102.16,31.4,smokes,1
+Female,57,0,0,Yes,Private,Urban,221.89,37.3,smokes,1
+Female,71,0,0,Yes,Self-employed,Urban,195.71,34.1,formerly smoked,1
+Female,81,1,0,Yes,Self-employed,Rural,74.02,25,never smoked,1
+Female,76,0,0,Yes,Private,Urban,57.92,N/A,formerly smoked,1
+Male,71,0,1,Yes,Private,Urban,81.76,N/A,smokes,1
+Female,1.32,0,0,No,children,Urban,70.37,N/A,Unknown,1
+Female,78,1,0,No,Private,Urban,203.87,45.7,never smoked,1
+Female,70,1,0,Yes,Self-employed,Urban,89.13,34.2,formerly smoked,1
+Male,78,0,0,Yes,Self-employed,Urban,133.19,23.6,formerly smoked,1
+Female,56,0,0,Yes,Govt_job,Rural,162.23,27.3,Unknown,1
+Male,79,1,0,Yes,Private,Rural,75.02,N/A,never smoked,1
+Female,79,1,0,No,Govt_job,Urban,98.02,22.3,formerly smoked,1
+Male,81,0,0,Yes,Self-employed,Rural,91.54,31.4,never smoked,1
+Male,64,0,0,Yes,Self-employed,Rural,111.98,N/A,formerly smoked,1
+Female,79,1,1,No,Self-employed,Rural,60.94,N/A,never smoked,1
+Female,60,0,0,Yes,Private,Urban,97.43,26.4,smokes,1
+Female,80,1,0,Yes,Self-employed,Rural,91.02,32.9,formerly smoked,1
+Female,78,0,0,Yes,Self-employed,Rural,60.67,N/A,formerly smoked,1
+Male,72,1,0,Yes,Self-employed,Rural,185.49,37.1,never smoked,1
+Female,80,0,0,Yes,Private,Urban,64.44,45,never smoked,1
+Male,78,1,0,Yes,Self-employed,Rural,56.11,25.5,formerly smoked,1
+Female,80,0,0,Yes,Govt_job,Urban,110.66,N/A,Unknown,1
+Male,81,0,0,Yes,Private,Urban,213.22,26.1,Unknown,1
+Female,46,0,0,Yes,Private,Urban,78.18,30.8,never smoked,1
+Male,59,0,0,Yes,Private,Urban,111.04,32,formerly smoked,1
+Female,32,0,0,Yes,Private,Rural,76.13,29.9,smokes,1
+Female,77,0,0,No,Private,Urban,81.32,N/A,Unknown,1
+Male,61,1,1,Yes,Private,Urban,112.24,37.4,smokes,1
+Male,63,0,0,Yes,Private,Rural,137.3,31.7,formerly smoked,1
+Male,63,0,1,Yes,Self-employed,Urban,116.69,34.5,formerly smoked,1
+Female,82,1,1,Yes,Govt_job,Urban,215.94,27.9,formerly smoked,1
+Male,82,0,0,Yes,Private,Rural,86.62,29.5,formerly smoked,1
+Male,61,0,1,Yes,Private,Urban,209.86,N/A,Unknown,1
+Female,65,0,0,Yes,Private,Urban,205.77,46,formerly smoked,1
+Male,51,1,0,Yes,Private,Urban,112.16,42.5,formerly smoked,1
+Male,59,0,0,Yes,Self-employed,Rural,118.03,35.5,smokes,1
+Male,68,1,1,Yes,Private,Rural,271.74,31.1,smokes,1
+Female,72,0,0,Yes,Private,Rural,97.92,26.9,smokes,1
+Male,59,0,0,Yes,Private,Urban,200.62,35.8,formerly smoked,1
+Male,70,1,0,Yes,Private,Rural,242.52,45.5,formerly smoked,1
+Male,69,0,0,Yes,Private,Rural,93.81,28.5,Unknown,1
+Male,79,0,0,Yes,Private,Rural,114.77,N/A,formerly smoked,1
+Female,74,0,0,Yes,Self-employed,Urban,74.96,26.6,never smoked,1
+Male,74,0,0,Yes,Private,Urban,167.13,N/A,Unknown,1
+Male,80,1,1,Yes,Private,Urban,175.29,31.5,formerly smoked,1
+Female,77,0,0,Yes,Self-employed,Rural,90,32,never smoked,1
+Female,78,0,0,Yes,Self-employed,Rural,109.47,30.8,never smoked,1
+Male,54,0,0,Yes,Govt_job,Rural,87.85,31.1,smokes,1
+Female,78,0,0,Yes,Private,Urban,106.74,33,formerly smoked,1
+Female,81,0,0,Yes,Private,Rural,80.13,23.4,never smoked,1
+Male,78,0,0,No,Self-employed,Urban,90.19,26.9,never smoked,1
+Male,78,1,0,Yes,Self-employed,Rural,134.8,33.6,Unknown,1
+Female,63,0,0,Yes,Govt_job,Rural,106.58,23.9,Unknown,1
+Female,39,0,0,Yes,Private,Urban,83.24,26.3,never smoked,1
+Female,51,0,0,Yes,Govt_job,Rural,103.43,27.3,formerly smoked,1
+Male,63,0,0,Yes,Private,Urban,208.65,30.7,never smoked,1
+Female,48,0,0,Yes,Private,Urban,74.11,20.5,never smoked,1
+Female,81,0,0,Yes,Self-employed,Urban,95.84,21.5,never smoked,1
+Female,79,0,1,No,Private,Urban,205.33,31,smokes,1
+Male,78,0,0,Yes,Self-employed,Urban,116.1,27.1,never smoked,1
+Female,55,1,1,Yes,Private,Urban,210.4,40,smokes,1
+Female,76,1,1,Yes,Self-employed,Urban,199.86,N/A,smokes,1
+Male,73,0,1,Yes,Govt_job,Rural,219.73,28.6,never smoked,1
+Male,81,1,1,Yes,Private,Urban,250.89,28.1,smokes,1
+Male,79,0,0,Yes,Private,Rural,72.73,28.4,never smoked,1
+Female,63,0,0,Yes,Govt_job,Rural,205.35,42.2,formerly smoked,1
+Female,81,0,0,No,Govt_job,Urban,70.3,25.8,smokes,1
+Male,49,0,0,No,Private,Rural,104.86,31.9,smokes,1
+Female,57,0,1,Yes,Private,Urban,216.58,31,Unknown,1
+Female,81,0,0,Yes,Private,Rural,184.4,27.5,never smoked,1
+Male,74,0,0,Yes,Self-employed,Rural,60.98,N/A,never smoked,1
+Female,39,0,0,Yes,Self-employed,Urban,97.76,29.6,smokes,1
+Female,80,1,0,No,Private,Urban,66.03,35.4,never smoked,1
+Female,81,0,0,Yes,Self-employed,Rural,81.95,16.9,never smoked,1
+Female,79,0,0,Yes,Private,Urban,97.73,21.5,smokes,1
+Female,73,0,0,Yes,Self-employed,Urban,70.94,34.4,never smoked,1
+Female,77,1,0,Yes,Self-employed,Urban,199.84,28,formerly smoked,1
+Male,78,0,0,Yes,Self-employed,Urban,218.46,26.8,Unknown,1
+Female,68,0,0,Yes,Private,Rural,211.06,39.3,Unknown,1
+Male,57,0,0,Yes,Private,Urban,86.3,31.7,Unknown,1
+Male,77,0,0,Yes,Self-employed,Rural,162.14,32.6,formerly smoked,1
+Female,51,1,0,Yes,Private,Urban,88.2,28.4,never smoked,1
+Male,60,0,1,Yes,Private,Urban,91.92,35.9,smokes,1
+Male,66,0,0,Yes,Private,Rural,76.46,21.2,formerly smoked,1
+Male,57,0,0,Yes,Private,Rural,197.28,34.5,formerly smoked,1
+Male,68,0,0,Yes,Private,Rural,233.94,42.4,never smoked,1
+Female,68,1,1,Yes,Private,Urban,247.51,40.5,formerly smoked,1
+Male,57,0,0,Yes,Private,Rural,84.96,36.7,Unknown,1
+Female,14,0,0,No,children,Rural,57.93,30.9,Unknown,1
+Female,75,0,0,Yes,Self-employed,Rural,78.8,29.3,formerly smoked,1
+Male,71,1,0,Yes,Self-employed,Rural,87.8,N/A,Unknown,1
+Female,78,0,0,Yes,Private,Rural,78.81,19.6,Unknown,1
+Male,3,0,0,No,children,Rural,95.12,18,Unknown,0
+Male,58,1,0,Yes,Private,Urban,87.96,39.2,never smoked,0
+Female,8,0,0,No,Private,Urban,110.89,17.6,Unknown,0
+Female,70,0,0,Yes,Private,Rural,69.04,35.9,formerly smoked,0
+Male,14,0,0,No,Never_worked,Rural,161.28,19.1,Unknown,0
+Female,47,0,0,Yes,Private,Urban,210.95,50.1,Unknown,0
+Female,52,0,0,Yes,Private,Urban,77.59,17.7,formerly smoked,0
+Female,75,0,1,Yes,Self-employed,Rural,243.53,27,never smoked,0
+Female,32,0,0,Yes,Private,Rural,77.67,32.3,smokes,0
+Female,74,1,0,Yes,Self-employed,Urban,205.84,54.6,never smoked,0
+Female,79,0,0,Yes,Govt_job,Urban,77.08,35,Unknown,0
+Male,79,0,1,Yes,Private,Urban,57.08,22,formerly smoked,0
+Female,37,0,0,Yes,Private,Rural,162.96,39.4,never smoked,0
+Female,37,0,0,Yes,Private,Rural,73.5,26.1,formerly smoked,0
+Female,40,0,0,Yes,Private,Rural,95.04,42.4,never smoked,0
+Male,35,0,0,No,Private,Rural,85.37,33,never smoked,0
+Female,20,0,0,No,Private,Urban,84.62,19.7,smokes,0
+Female,42,0,0,Yes,Private,Rural,82.67,22.5,never smoked,0
+Female,44,0,0,Yes,Govt_job,Urban,57.33,24.6,smokes,0
+Female,79,0,1,Yes,Self-employed,Urban,67.84,25.2,smokes,0
+Female,65,1,0,Yes,Private,Rural,75.7,41.8,Unknown,0
+Female,57,1,0,Yes,Private,Rural,129.54,60.9,smokes,0
+Female,49,0,0,Yes,Private,Rural,60.22,31.5,smokes,0
+Male,71,0,0,Yes,Private,Urban,198.21,27.3,formerly smoked,0
+Female,59,0,0,Yes,Private,Urban,109.82,23.7,never smoked,0
+Female,25,0,0,Yes,Private,Urban,60.84,24.5,never smoked,0
+Female,67,0,0,Yes,Govt_job,Rural,94.61,28.4,smokes,0
+Female,38,0,0,No,Private,Rural,97.49,26.9,never smoked,0
+Female,54,0,0,Yes,Private,Rural,206.72,26.7,never smoked,0
+Female,70,0,0,Yes,Self-employed,Rural,214.45,31.2,never smoked,0
+Male,27,0,0,Yes,Self-employed,Urban,82.9,25,Unknown,0
+Female,47,0,0,Yes,Private,Urban,103.26,25.4,Unknown,0
+Male,58,1,0,No,Private,Urban,55.78,27.5,smokes,0
+Female,3,0,0,No,children,Urban,73.74,16,Unknown,0
+Female,58,0,0,Yes,Private,Urban,149.75,27,Unknown,0
+Male,14,0,0,No,Govt_job,Urban,82.34,31.6,Unknown,0
+Female,32,0,0,Yes,Private,Rural,62.6,25.1,formerly smoked,0
+Female,23,0,0,No,Private,Urban,94.09,30.9,never smoked,0
+Female,55,0,0,Yes,Private,Urban,55.42,24.8,Unknown,0
+Female,17,0,0,No,Self-employed,Urban,82.18,23.4,Unknown,0
+Male,59,0,0,Yes,Private,Urban,117.92,29.4,smokes,0
+Male,13,0,0,No,children,Urban,114.84,18.3,Unknown,0
+Male,4,0,0,No,children,Rural,79.17,20,Unknown,0
+Female,16,0,0,No,children,Rural,110.63,19.5,Unknown,0
+Male,67,0,0,Yes,Private,Urban,190.7,36,formerly smoked,0
+Female,22,0,0,No,Private,Rural,79.81,27.7,Unknown,0
+Female,45,0,0,Yes,Govt_job,Urban,113.63,27.5,smokes,0
+Female,66,0,0,Yes,Private,Rural,141.24,28.5,never smoked,0
+Male,58,1,0,Yes,Govt_job,Rural,56.96,26.8,smokes,0
+Male,69,0,0,Yes,Self-employed,Rural,203.04,33.6,never smoked,0
+Female,58,0,0,Yes,Private,Rural,94.3,29.1,Unknown,0
+Female,53,0,0,Yes,Self-employed,Urban,81.51,28.5,Unknown,0
+Female,78,0,0,No,Self-employed,Urban,137.74,34.9,formerly smoked,0
+Male,44,0,0,Yes,Private,Rural,81.84,25.1,never smoked,0
+Male,66,0,0,Yes,Private,Rural,242.3,35.3,smokes,0
+Male,27,0,0,Yes,Private,Rural,102.64,26.4,smokes,0
+Male,43,0,0,Yes,Private,Urban,146.01,31.5,smokes,0
+Female,13,0,0,No,children,Urban,75.42,40.1,Unknown,0
+Male,51,0,0,Yes,Govt_job,Urban,220.49,43.1,Unknown,0
+Female,30,0,0,Yes,Private,Urban,61.45,36.7,smokes,0
+Male,46,0,0,Yes,Self-employed,Rural,88.19,29.3,formerly smoked,0
+Female,43,0,0,Yes,Self-employed,Rural,115.22,21.2,Unknown,0
+Female,79,0,0,Yes,Private,Urban,97.93,31.2,Unknown,0
+Female,27,0,0,Yes,Private,Rural,85.6,21.4,Unknown,0
+Female,38,0,0,Yes,Private,Rural,79.83,27.9,smokes,0
+Female,78,1,0,Yes,Private,Urban,218.46,34.3,never smoked,0
+Male,57,0,1,Yes,Private,Rural,62.2,31,formerly smoked,0
+Male,61,0,0,Yes,Self-employed,Urban,69.15,27.7,formerly smoked,0
+Female,37,1,0,Yes,Self-employed,Rural,127.71,36,never smoked,0
+Female,48,0,0,Yes,Private,Rural,216.7,38.7,formerly smoked,0
+Female,29,0,0,No,Private,Urban,71.89,27.6,never smoked,0
+Male,22,0,0,No,Private,Rural,103.56,25.1,Unknown,0
+Male,11,0,0,No,children,Rural,79.03,16.5,Unknown,0
+Female,22,0,0,No,Private,Urban,69.94,22.8,Unknown,0
+Male,53,0,0,Yes,Private,Rural,90.12,35.4,Unknown,0
+Male,27,0,0,No,Govt_job,Urban,95.1,24.3,formerly smoked,0
+Male,76,0,0,Yes,Private,Rural,234.58,34.3,formerly smoked,0
+Female,57,1,0,Yes,Private,Rural,235.85,40.1,never smoked,0
+Male,8,0,0,No,children,Rural,78.05,25.7,Unknown,0
+Female,21,0,0,No,Private,Rural,89.44,21.9,smokes,0
+Female,18,0,0,No,Private,Rural,111.38,38.4,smokes,0
+Female,78,0,0,Yes,Private,Urban,243.5,26.1,never smoked,0
+Female,78,1,0,Yes,Private,Urban,182.2,30.5,formerly smoked,0
+Male,33,0,0,Yes,Self-employed,Urban,229.92,25.9,smokes,0
+Female,52,0,0,Yes,Private,Urban,82.24,54.7,formerly smoked,0
+Female,51,0,0,Yes,Self-employed,Rural,89.84,29.9,Unknown,0
+Male,11,0,0,No,children,Rural,90.69,18.6,Unknown,0
+Female,48,0,0,Yes,Private,Urban,84.38,27.1,Unknown,0
+Female,82,0,1,No,Private,Urban,215.6,24.9,never smoked,0
+Female,54,0,0,Yes,Govt_job,Rural,91.61,25.2,never smoked,0
+Female,49,0,0,Yes,Private,Rural,138.16,19.4,never smoked,0
+Female,24,0,0,Yes,Private,Urban,75.23,29,never smoked,0
+Female,37,0,0,Yes,Private,Rural,75.18,48.2,formerly smoked,0
+Male,34,0,1,Yes,Private,Urban,106.23,N/A,formerly smoked,0
+Male,64,0,0,Yes,Govt_job,Urban,239.64,34.6,formerly smoked,0
+Female,66,0,0,Yes,Self-employed,Urban,58.95,24.6,never smoked,0
+Female,23,0,0,No,Private,Urban,99.92,25.8,never smoked,0
+Male,68,0,0,Yes,Private,Rural,116.23,26.1,never smoked,0
+Female,55,0,0,Yes,Govt_job,Urban,118.82,29,formerly smoked,0
+Female,25,0,0,No,Private,Rural,66.3,27.2,never smoked,0
+Female,48,0,0,No,Govt_job,Urban,101.41,20.7,smokes,0
+Female,79,1,1,Yes,Self-employed,Urban,200.28,30,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,136.8,37.3,never smoked,0
+Female,20,0,0,No,Private,Rural,96.57,34.1,never smoked,0
+Female,60,0,0,Yes,Private,Rural,66.42,23.6,never smoked,0
+Female,32,0,0,Yes,Private,Urban,98.09,25.2,smokes,0
+Female,66,1,0,Yes,Private,Rural,205.23,39.5,never smoked,0
+Male,43,0,0,Yes,Private,Urban,86.78,23.5,smokes,0
+Female,36,0,0,No,Govt_job,Rural,126.82,23.3,never smoked,0
+Male,52,0,0,Yes,Self-employed,Urban,78.4,64.8,never smoked,0
+Female,29,0,0,Yes,Private,Urban,63.69,28.1,smokes,0
+Female,76,1,0,Yes,Self-employed,Urban,209.58,N/A,never smoked,0
+Female,39,0,0,Yes,Self-employed,Rural,89.86,24.4,never smoked,0
+Male,76,0,0,Yes,Private,Rural,110.99,29.8,formerly smoked,0
+Female,0.64,0,0,No,children,Urban,83.82,24.9,Unknown,0
+Male,34,0,0,Yes,Private,Urban,137.96,35.1,Unknown,0
+Female,72,0,0,Yes,Private,Rural,210.78,32.3,formerly smoked,0
+Female,43,0,0,Yes,Self-employed,Rural,118.89,43.6,never smoked,0
+Female,57,0,0,No,Self-employed,Rural,72.55,21,never smoked,0
+Female,44,0,0,Yes,Private,Rural,107.41,47.3,never smoked,0
+Female,4,0,0,No,children,Rural,93.25,16.6,Unknown,0
+Male,44,0,0,Yes,Private,Rural,74.91,37.5,never smoked,0
+Female,18,0,0,No,Private,Urban,80.05,24.2,never smoked,0
+Male,41,0,0,Yes,Private,Urban,99.8,31.6,never smoked,0
+Female,23,0,0,Yes,Private,Rural,91.97,21.6,formerly smoked,0
+Female,53,0,0,Yes,Govt_job,Rural,64.4,31,smokes,0
+Male,56,0,0,Yes,Govt_job,Rural,73.02,31.1,never smoked,0
+Female,0.88,0,0,No,children,Rural,88.11,15.5,Unknown,0
+Male,25,0,0,No,Private,Urban,138.29,27.3,Unknown,0
+Female,14,0,0,No,children,Rural,72.36,20.5,Unknown,0
+Female,53,0,0,Yes,Private,Rural,68.76,35.6,formerly smoked,0
+Male,4,0,0,No,children,Rural,106.22,16.7,Unknown,0
+Female,39,0,0,Yes,Private,Urban,101.52,41.8,never smoked,0
+Male,53,1,1,Yes,Govt_job,Rural,109.51,41.9,never smoked,0
+Male,5,0,0,No,children,Rural,85.84,16.4,Unknown,0
+Male,4,0,0,No,children,Rural,110.15,17.1,Unknown,0
+Female,37,0,0,Yes,Private,Urban,91.72,29.2,never smoked,0
+Male,70,1,0,Yes,Self-employed,Urban,251.6,27.1,never smoked,0
+Male,24,0,0,No,Private,Urban,123.1,37.9,never smoked,0
+Male,55,0,0,Yes,Govt_job,Rural,97.4,44.6,formerly smoked,0
+Female,70,0,0,Yes,Private,Rural,68.34,22.8,formerly smoked,0
+Male,34,0,0,Yes,Private,Urban,80.81,33.2,never smoked,0
+Male,26,0,0,Yes,Private,Rural,120.31,22.3,smokes,0
+Female,39,0,0,Yes,Private,Rural,83.51,26.4,never smoked,0
+Male,38,0,0,No,Self-employed,Urban,74.09,39.6,never smoked,0
+Female,20,0,0,No,Private,Urban,91.6,28.1,never smoked,0
+Female,17,0,0,No,Private,Urban,87.52,39.2,never smoked,0
+Male,60,1,0,Yes,Private,Rural,213.37,36,never smoked,0
+Female,75,0,0,Yes,Self-employed,Rural,75.39,37.8,never smoked,0
+Female,31,0,0,Yes,Private,Rural,122.41,40.3,smokes,0
+Male,58,1,0,Yes,Private,Rural,223.36,41.5,formerly smoked,0
+Female,5,0,0,No,children,Rural,84.59,17.7,Unknown,0
+Female,13,0,0,No,children,Urban,70.16,21.2,never smoked,0
+Female,22,0,0,No,Private,Rural,107.52,41.6,Unknown,0
+Female,52,0,0,Yes,Govt_job,Urban,80.88,23.8,smokes,0
+Female,61,0,0,Yes,Self-employed,Rural,93.48,23.7,Unknown,0
+Female,78,0,1,Yes,Govt_job,Urban,70.21,24.8,never smoked,0
+Male,57,0,0,Yes,Private,Rural,86.67,39,Unknown,0
+Female,21,0,0,Yes,Private,Rural,101.37,37.9,never smoked,0
+Female,22,0,0,Yes,Private,Rural,105.22,31.1,never smoked,0
+Female,80,0,0,Yes,Private,Rural,70.31,23.2,Unknown,0
+Male,7,0,0,No,Self-employed,Rural,64.06,18.9,Unknown,0
+Male,64,1,0,Yes,Self-employed,Rural,178.29,36.1,never smoked,0
+Female,64,0,0,No,Govt_job,Rural,81.6,36.3,smokes,0
+Female,38,0,0,Yes,Self-employed,Urban,147.48,40.5,Unknown,0
+Male,12,0,0,No,children,Urban,86.86,25.4,never smoked,0
+Female,33,0,0,Yes,Private,Rural,71.16,46.5,smokes,0
+Female,3,0,0,No,children,Urban,73.2,16.8,Unknown,0
+Female,37,0,0,Yes,Private,Urban,203.81,46.6,never smoked,0
+Female,22,0,0,No,Private,Rural,82,26.4,never smoked,0
+Female,24,0,0,No,Private,Urban,97.55,26.2,never smoked,0
+Male,75,0,0,Yes,Govt_job,Urban,94.29,35.2,Unknown,0
+Female,12,0,0,No,children,Rural,75.22,20.9,Unknown,0
+Male,63,0,0,Yes,Private,Urban,90.07,36.8,Unknown,0
+Female,52,0,0,Yes,Private,Urban,73.73,34.4,formerly smoked,0
+Female,68,0,0,Yes,Private,Urban,79.58,22.2,never smoked,0
+Female,5,0,0,No,children,Urban,77.88,13.8,Unknown,0
+Female,56,1,0,Yes,Private,Rural,205.26,40.3,never smoked,0
+Female,43,0,0,Yes,Private,Rural,58.63,28.4,smokes,0
+Female,40,0,0,Yes,Private,Rural,139.9,31.7,smokes,0
+Male,53,0,0,Yes,Private,Urban,211.03,34.2,formerly smoked,0
+Female,52,0,1,Yes,Private,Urban,72.79,54.7,never smoked,0
+Male,31,0,0,Yes,Govt_job,Rural,91.65,24.6,formerly smoked,0
+Female,63,0,0,Yes,Govt_job,Rural,79.92,N/A,smokes,0
+Female,69,0,0,Yes,Self-employed,Rural,225.47,36.9,never smoked,0
+Male,64,0,0,Yes,Govt_job,Urban,94.48,31.1,never smoked,0
+Female,64,0,0,Yes,Private,Urban,82.34,31.9,never smoked,0
+Female,62,0,0,Yes,Self-employed,Urban,180.63,31.8,formerly smoked,0
+Female,2,0,0,No,children,Rural,92.48,18,Unknown,0
+Male,53,0,0,Yes,Private,Rural,116.66,28.5,formerly smoked,0
+Male,65,1,0,Yes,Private,Urban,112.09,29.5,never smoked,0
+Female,22,0,0,No,Private,Urban,130.34,22,never smoked,0
+Female,26,0,0,No,Private,Urban,82.59,29.4,never smoked,0
+Male,53,0,0,Yes,Private,Rural,123.87,28.8,Unknown,0
+Male,20,0,0,No,Govt_job,Rural,98.7,26.2,Unknown,0
+Female,63,1,0,Yes,Self-employed,Rural,227.1,26.9,Unknown,0
+Male,13,0,0,No,children,Rural,55.39,23.2,Unknown,0
+Male,21,0,0,No,Govt_job,Urban,66.07,27.9,Unknown,0
+Female,65,0,0,Yes,Self-employed,Rural,104.21,36.8,never smoked,0
+Male,65,0,0,Yes,Private,Urban,145.15,28.9,Unknown,0
+Male,42,0,0,Yes,Govt_job,Urban,68.19,31,never smoked,0
+Male,72,0,1,Yes,Self-employed,Rural,97.53,29.4,smokes,0
+Male,13,0,0,No,children,Urban,122.31,15.3,never smoked,0
+Male,29,0,0,No,Private,Urban,83.51,37.1,never smoked,0
+Male,59,0,0,Yes,Self-employed,Urban,86.46,30.5,Unknown,0
+Female,42,0,0,Yes,Private,Rural,112.06,38.2,never smoked,0
+Male,13,0,0,No,Private,Urban,92.14,23.2,never smoked,0
+Male,75,0,1,No,Private,Rural,201.76,30.2,formerly smoked,0
+Female,33,1,0,Yes,Private,Urban,74.44,45.2,smokes,0
+Female,43,0,0,Yes,Private,Rural,95.93,21.8,Unknown,0
+Female,11,0,0,No,children,Rural,87.51,24.4,Unknown,0
+Female,7,0,0,No,children,Rural,72.35,17,Unknown,0
+Female,16,0,0,No,children,Rural,113.47,19.5,Unknown,0
+Female,44,0,0,No,Private,Rural,103.78,49.8,formerly smoked,0
+Female,78,0,0,Yes,Self-employed,Rural,115.43,27.8,never smoked,0
+Male,25,0,0,Yes,Private,Rural,95.59,25.1,never smoked,0
+Male,69,0,0,Yes,Private,Rural,101.52,26.8,smokes,0
+Female,61,1,0,Yes,Private,Rural,170.05,60.2,smokes,0
+Female,43,1,0,No,Self-employed,Rural,217.3,27.5,never smoked,0
+Female,38,1,0,Yes,Private,Urban,196.01,28.1,never smoked,0
+Male,68,0,0,Yes,Private,Urban,92.21,27.3,Unknown,0
+Male,26,0,0,Yes,Private,Rural,100.09,27.4,never smoked,0
+Female,18,0,0,No,Self-employed,Rural,93.88,22.2,never smoked,0
+Female,43,0,0,Yes,Private,Rural,75.05,22.9,smokes,0
+Female,43,0,0,Yes,Govt_job,Rural,70.08,26.6,never smoked,0
+Female,32,0,0,No,Private,Urban,74.2,23,smokes,0
+Female,81,0,0,No,Private,Rural,69.01,32.6,never smoked,0
+Male,25,0,0,No,Private,Rural,96.17,22.1,Unknown,0
+Male,61,0,0,Yes,Govt_job,Urban,184.15,N/A,Unknown,0
+Female,66,0,0,Yes,Govt_job,Urban,87.24,22.5,formerly smoked,0
+Male,54,1,0,Yes,Private,Rural,198.69,N/A,smokes,0
+Male,11,0,0,No,children,Urban,82.58,25.5,Unknown,0
+Female,53,0,0,Yes,Self-employed,Rural,96.88,31.4,Unknown,0
+Female,78,0,1,Yes,Self-employed,Urban,73.32,26,Unknown,0
+Male,9,0,0,No,children,Rural,94.59,20,Unknown,0
+Female,48,0,0,Yes,Self-employed,Rural,132.08,31.6,smokes,0
+Female,31,0,0,Yes,Private,Urban,98.99,31.2,never smoked,0
+Male,20,0,0,No,Private,Rural,104.48,21.7,never smoked,0
+Male,21,0,0,Yes,Private,Rural,98.01,24.2,Unknown,0
+Female,42,0,0,Yes,Self-employed,Rural,79.14,25,formerly smoked,0
+Male,35,0,0,Yes,Private,Urban,89.32,36.7,Unknown,0
+Male,53,0,0,No,Private,Rural,65.24,28.9,Unknown,0
+Male,60,0,0,Yes,Private,Rural,80.98,29.7,formerly smoked,0
+Male,74,0,0,Yes,Self-employed,Urban,186.17,44.3,Unknown,0
+Female,23,0,0,No,Private,Rural,69.24,51,never smoked,0
+Female,55,0,0,Yes,Private,Rural,111.19,39.7,formerly smoked,0
+Female,71,0,0,Yes,Private,Urban,93.28,34.7,never smoked,0
+Male,5,0,0,No,children,Rural,122.19,35,Unknown,0
+Female,14,0,0,No,children,Rural,129.53,21.3,never smoked,0
+Female,15,0,0,No,children,Rural,114.53,29.1,Unknown,0
+Female,66,0,0,No,Private,Urban,93.73,23.9,smokes,0
+Female,56,0,0,Yes,Private,Urban,77.49,36,formerly smoked,0
+Female,60,0,0,Yes,Private,Urban,65.38,41.2,formerly smoked,0
+Female,57,0,0,Yes,Private,Urban,94.18,27.1,never smoked,0
+Male,29,0,0,Yes,Self-employed,Urban,118.7,33.2,Unknown,0
+Female,76,0,0,Yes,Govt_job,Urban,96.29,25.4,smokes,0
+Male,52,1,0,Yes,Private,Rural,74.64,30.7,smokes,0
+Female,42,0,0,Yes,Private,Urban,96.99,34.8,formerly smoked,0
+Female,71,0,0,Yes,Private,Rural,100.61,19.2,Unknown,0
+Male,64,0,0,Yes,Private,Rural,97.08,31.7,Unknown,0
+Female,39,0,0,Yes,Private,Rural,84.79,35.7,never smoked,0
+Female,46,0,0,Yes,Private,Rural,78.75,37.8,formerly smoked,0
+Female,51,0,0,Yes,Private,Rural,82.93,29.7,smokes,0
+Male,31,0,0,Yes,Private,Urban,88.78,35.8,smokes,0
+Male,22,0,0,No,Private,Urban,122.1,23.6,smokes,0
+Male,41,0,0,No,Govt_job,Rural,74.81,39.7,smokes,0
+Female,28,0,0,Yes,Private,Urban,183.45,40.5,smokes,0
+Female,44,0,0,Yes,Self-employed,Urban,114.94,21.4,never smoked,0
+Female,68,0,0,Yes,Self-employed,Rural,104.38,40.8,formerly smoked,0
+Male,49,0,0,Yes,Private,Urban,102.91,24.7,Unknown,0
+Male,10,0,0,No,children,Rural,108.79,21,Unknown,0
+Female,31,0,0,Yes,Private,Urban,73.31,45,never smoked,0
+Male,67,0,0,Yes,Self-employed,Urban,68.52,26.2,never smoked,0
+Male,40,0,0,Yes,Private,Rural,89.77,N/A,smokes,0
+Male,70,0,0,Yes,Private,Urban,102.64,28.3,never smoked,0
+Female,38,0,0,Yes,Govt_job,Urban,70.92,41.6,never smoked,0
+Female,5,0,0,No,children,Rural,86.11,19,Unknown,0
+Female,54,0,0,Yes,Private,Urban,129.16,32.4,never smoked,0
+Female,30,0,0,Yes,Govt_job,Urban,113.85,34,never smoked,0
+Female,23,0,0,Yes,Private,Rural,79.35,39.4,formerly smoked,0
+Female,31,0,0,Yes,Private,Rural,80.79,28.7,Unknown,0
+Male,72,1,0,Yes,Self-employed,Urban,114.01,31.8,formerly smoked,0
+Male,23,0,0,No,Private,Rural,93.74,31.2,never smoked,0
+Female,25,0,0,Yes,Private,Rural,90.65,20.9,Unknown,0
+Male,51,0,0,Yes,Private,Urban,98.41,32.1,never smoked,0
+Female,20,0,0,No,Private,Urban,127.18,31,Unknown,0
+Female,12,0,0,No,children,Urban,138.06,23.1,Unknown,0
+Male,57,0,0,Yes,Private,Urban,89.44,26.7,never smoked,0
+Male,65,0,0,Yes,Self-employed,Urban,105.61,27.9,Unknown,0
+Female,16,0,0,No,Private,Rural,155.43,27.3,never smoked,0
+Female,43,0,0,Yes,Private,Rural,80.83,51.5,Unknown,0
+Female,30,0,0,Yes,Private,Urban,80.19,20.4,never smoked,0
+Male,29,0,0,Yes,Govt_job,Urban,60.34,29.6,formerly smoked,0
+Female,54,0,0,Yes,Self-employed,Urban,79.3,30.6,formerly smoked,0
+Female,57,0,0,Yes,Self-employed,Urban,98.44,33.6,Unknown,0
+Male,42,0,0,Yes,Private,Rural,210.48,71.9,never smoked,0
+Male,18,0,0,No,Private,Rural,70.34,24.2,Unknown,0
+Male,9,0,0,No,children,Urban,122.22,17.7,Unknown,0
+Female,26,0,0,Yes,Private,Rural,75.29,22.6,smokes,0
+Male,40,0,0,No,Private,Rural,100.35,28.1,never smoked,0
+Male,77,0,0,Yes,Private,Urban,193.83,26.5,never smoked,0
+Female,15,0,0,No,children,Urban,126.96,28.7,Unknown,0
+Female,76,0,0,Yes,Private,Urban,183.34,39.5,formerly smoked,0
+Male,52,0,0,Yes,Private,Urban,247.69,35.1,Unknown,0
+Female,55,0,0,Yes,Self-employed,Rural,76.2,27.9,never smoked,0
+Male,5,0,0,No,children,Rural,71.43,19.3,Unknown,0
+Female,55,0,0,No,Private,Rural,93.36,28.4,never smoked,0
+Male,36,0,0,No,Private,Urban,61.29,26.7,never smoked,0
+Male,46,0,0,Yes,Private,Urban,103.62,40.9,Unknown,0
+Male,5,0,0,No,children,Rural,100.52,17.2,Unknown,0
+Female,39,0,0,Yes,Govt_job,Rural,191.47,28.3,never smoked,0
+Male,12,0,0,No,children,Urban,67.06,16.1,Unknown,0
+Male,67,0,1,Yes,Private,Urban,144.1,27.6,never smoked,0
+Female,1.8,0,0,No,children,Urban,58.26,16.5,Unknown,0
+Female,72,0,0,Yes,Self-employed,Urban,239.82,35.8,never smoked,0
+Female,0.32,0,0,No,children,Rural,73.71,16.2,Unknown,0
+Female,64,1,0,Yes,Private,Rural,88.53,24.6,never smoked,0
+Male,27,0,0,No,Private,Urban,114.79,32,Unknown,0
+Male,25,0,0,No,Private,Rural,113.8,35.3,formerly smoked,0
+Female,81,0,0,No,Self-employed,Urban,71.91,19.2,Unknown,0
+Female,32,0,0,No,Self-employed,Urban,65.3,40.4,never smoked,0
+Male,57,0,0,Yes,Private,Urban,189.57,30.7,never smoked,0
+Female,52,1,0,Yes,Self-employed,Urban,114.25,24.3,formerly smoked,0
+Male,54,0,0,Yes,Private,Urban,81.26,26.4,formerly smoked,0
+Female,36,0,0,Yes,Private,Urban,87.88,34.7,smokes,0
+Male,18,0,0,No,Private,Urban,112.17,31.7,Unknown,0
+Male,45,0,0,Yes,Private,Rural,99.97,35.6,never smoked,0
+Male,29,0,0,No,Private,Urban,207.58,22.8,smokes,0
+Female,51,1,0,Yes,Private,Urban,109.16,28,smokes,0
+Female,23,0,0,No,Private,Urban,74.46,35.6,formerly smoked,0
+Female,54,0,0,Yes,Private,Rural,118.51,40.6,never smoked,0
+Female,54,0,0,Yes,Self-employed,Urban,107.47,29.3,formerly smoked,0
+Male,18,0,0,No,Self-employed,Rural,182.86,21,Unknown,0
+Female,26,0,0,Yes,Private,Rural,59.17,20,Unknown,0
+Male,72,0,0,Yes,Private,Rural,215.64,26.7,formerly smoked,0
+Male,5,0,0,No,children,Rural,163.7,18.4,Unknown,0
+Female,65,0,1,Yes,Private,Rural,196.36,34.5,formerly smoked,0
+Female,42,0,0,No,Private,Rural,139.77,27.7,Unknown,0
+Female,47,0,0,Yes,Self-employed,Urban,141.23,21.1,never smoked,0
+Female,24,0,0,Yes,Private,Urban,89.99,24.4,formerly smoked,0
+Male,57,0,0,Yes,Private,Urban,108.53,19.4,smokes,0
+Male,51,0,0,Yes,Private,Urban,63.61,42.3,Unknown,0
+Male,48,0,0,Yes,Private,Urban,85.54,32.2,smokes,0
+Female,56,0,0,Yes,Private,Urban,100.83,26.8,never smoked,0
+Female,30,0,0,Yes,Private,Urban,59.82,25.4,never smoked,0
+Female,63,1,0,Yes,Private,Urban,105.95,23.5,smokes,0
+Female,46,0,0,Yes,Private,Rural,188.11,50.2,smokes,0
+Female,53,0,0,Yes,Self-employed,Urban,71.15,26.1,formerly smoked,0
+Female,1.08,0,0,No,children,Rural,60.53,17.5,Unknown,0
+Male,15,0,0,No,children,Rural,205.5,24.2,never smoked,0
+Female,59,1,0,Yes,Private,Urban,204.86,30.8,never smoked,0
+Female,24,0,0,No,Self-employed,Rural,115.03,23.4,never smoked,0
+Male,53,0,0,Yes,Private,Rural,79.87,30.9,never smoked,0
+Female,39,0,0,Yes,Govt_job,Rural,97.89,23.6,never smoked,0
+Male,23,0,0,No,Never_worked,Urban,125.26,18.7,never smoked,0
+Male,31,0,0,Yes,Private,Rural,114.32,27.7,smokes,0
+Male,5,0,0,No,children,Urban,92.23,16.7,Unknown,0
+Male,44,0,0,Yes,Private,Urban,83.51,31.2,never smoked,0
+Female,1.8,0,0,No,children,Urban,102.34,17,Unknown,0
+Male,40,0,0,Yes,Private,Rural,144.48,29.8,smokes,0
+Male,7,0,0,No,children,Rural,88.39,19.7,Unknown,0
+Female,56,0,0,Yes,Private,Rural,228.08,29.1,Unknown,0
+Male,42,0,0,Yes,Govt_job,Urban,93.79,27.2,never smoked,0
+Male,48,0,0,Yes,Private,Rural,147.14,22.3,Unknown,0
+Male,82,0,0,No,Self-employed,Rural,106.43,27,smokes,0
+Female,52,0,0,No,Private,Rural,88.04,42.1,never smoked,0
+Female,42,0,0,Yes,Private,Urban,92.2,34.2,Unknown,0
+Female,73,0,0,Yes,Govt_job,Urban,219.53,40.9,never smoked,0
+Female,55,0,0,Yes,Govt_job,Rural,75.56,29.4,smokes,0
+Male,50,0,0,Yes,Private,Urban,158.31,32.8,formerly smoked,0
+Male,43,0,0,Yes,Private,Urban,111.43,21.9,smokes,0
+Male,33,0,0,Yes,Private,Rural,219.97,39.6,never smoked,0
+Female,80,0,0,Yes,Private,Rural,148.91,28.3,never smoked,0
+Female,33,0,0,Yes,Private,Urban,69.4,47.8,never smoked,0
+Female,74,0,0,Yes,Private,Rural,68.34,39.3,Unknown,0
+Male,65,0,1,Yes,Self-employed,Urban,58.37,28,smokes,0
+Female,40,0,0,Yes,Private,Urban,71.2,27.1,never smoked,0
+Male,52,0,1,No,Private,Rural,101.5,31.2,smokes,0
+Female,66,0,0,Yes,Govt_job,Urban,92.04,23.1,never smoked,0
+Female,20,0,0,No,Govt_job,Rural,73,20.8,never smoked,0
+Female,51,0,0,Yes,Self-employed,Urban,111.15,34.1,smokes,0
+Female,60,0,0,Yes,Self-employed,Rural,58.65,30.1,never smoked,0
+Male,59,0,0,Yes,Private,Urban,100.54,35.8,never smoked,0
+Male,58,0,0,Yes,Govt_job,Rural,111.73,34.6,never smoked,0
+Female,42,0,0,Yes,Govt_job,Urban,97.78,29.8,Unknown,0
+Male,28,0,0,No,Private,Rural,85.79,26.7,Unknown,0
+Male,57,0,0,Yes,Private,Rural,98.54,30.2,never smoked,0
+Female,66,0,1,Yes,Private,Urban,94.62,29.7,formerly smoked,0
+Female,56,0,0,Yes,Private,Rural,112.43,54.6,never smoked,0
+Male,48,0,0,Yes,Self-employed,Urban,99.67,23.3,formerly smoked,0
+Male,37,0,0,No,Private,Urban,67.39,35.6,Unknown,0
+Female,27,0,0,Yes,Private,Urban,95.12,27,never smoked,0
+Male,15,0,0,No,children,Rural,85.06,21.6,never smoked,0
+Male,61,0,0,Yes,Private,Rural,214.05,29.4,formerly smoked,0
+Female,80,0,1,Yes,Self-employed,Urban,79.09,22.8,never smoked,0
+Female,43,0,0,Yes,Self-employed,Urban,98.09,17.3,never smoked,0
+Male,53,0,0,Yes,Self-employed,Urban,76.36,29.8,Unknown,0
+Female,70,0,0,No,Self-employed,Urban,98.42,36.4,formerly smoked,0
+Female,58,0,0,No,Private,Urban,82.01,34.7,formerly smoked,0
+Female,49,0,0,Yes,Private,Rural,56.11,28.7,smokes,0
+Male,65,0,0,Yes,Govt_job,Rural,111.85,26.7,never smoked,0
+Female,54,0,0,Yes,Self-employed,Urban,92.39,22.1,never smoked,0
+Male,74,1,0,Yes,Self-employed,Urban,112.54,27.7,formerly smoked,0
+Female,56,0,0,Yes,Private,Urban,63.71,40.5,formerly smoked,0
+Female,79,0,0,Yes,Private,Urban,70.35,23,formerly smoked,0
+Male,71,1,0,Yes,Private,Urban,94.65,25.3,formerly smoked,0
+Female,28,0,0,Yes,Private,Rural,64.64,22.1,never smoked,0
+Female,9,0,0,No,children,Rural,57.27,28,Unknown,0
+Female,4,0,0,No,children,Urban,107.25,12,Unknown,0
+Female,36,0,0,No,Self-employed,Rural,77.12,28.4,never smoked,0
+Male,78,0,0,Yes,Self-employed,Urban,55.32,29.6,smokes,0
+Male,52,0,0,No,Private,Rural,69.37,36.2,Unknown,0
+Female,80,0,0,No,Self-employed,Urban,57.57,22.8,never smoked,0
+Male,28,0,0,Yes,Private,Urban,87.43,55.7,Unknown,0
+Female,38,0,0,Yes,Private,Rural,98.73,24.3,never smoked,0
+Male,56,0,0,Yes,Private,Rural,81.18,26.9,never smoked,0
+Female,75,0,0,Yes,Govt_job,Rural,56.23,25.3,never smoked,0
+Male,76,1,0,Yes,Self-employed,Rural,69.61,35.3,never smoked,0
+Male,10,0,0,No,children,Rural,59.49,18.3,Unknown,0
+Female,48,1,0,No,Private,Rural,118.14,N/A,formerly smoked,0
+Male,40,0,0,Yes,Govt_job,Rural,100.26,26,Unknown,0
+Male,82,0,0,Yes,Self-employed,Rural,56.75,21,never smoked,0
+Male,61,0,1,Yes,Private,Urban,88.27,N/A,never smoked,0
+Female,17,0,0,No,Private,Urban,67.81,55.7,never smoked,0
+Female,58,0,0,Yes,Govt_job,Rural,77.46,27.6,never smoked,0
+Male,12,0,0,No,children,Urban,76.26,20.5,never smoked,0
+Female,53,0,0,Yes,Govt_job,Rural,86.39,30.2,never smoked,0
+Female,26,0,0,Yes,Private,Urban,116.38,21.9,formerly smoked,0
+Female,48,0,0,Yes,Private,Rural,75.74,28.8,smokes,0
+Male,25,0,0,Yes,Private,Rural,92.14,36.2,Unknown,0
+Female,27,0,0,No,Private,Rural,149.95,25.9,never smoked,0
+Male,31,1,0,Yes,Govt_job,Urban,92.11,N/A,never smoked,0
+Female,16,0,0,No,Private,Rural,74.98,21.4,never smoked,0
+Male,20,0,0,No,Private,Urban,55.25,20.4,never smoked,0
+Female,2,0,0,No,children,Rural,79.89,31.6,Unknown,0
+Female,1.8,0,0,No,children,Urban,130.61,14.4,Unknown,0
+Male,28,0,0,No,Private,Urban,94.26,23.7,Unknown,0
+Male,32,0,0,No,Private,Urban,94.34,30.2,formerly smoked,0
+Female,35,0,0,Yes,Private,Urban,109.03,19.5,formerly smoked,0
+Female,52,1,0,Yes,Private,Rural,81.03,32.6,never smoked,0
+Female,55,1,0,Yes,Private,Rural,99.82,34.2,never smoked,0
+Female,42,0,0,Yes,Self-employed,Urban,140.08,43,never smoked,0
+Female,52,0,0,Yes,Self-employed,Urban,59.54,42.2,Unknown,0
+Female,18,0,0,No,Private,Urban,80.33,19.7,never smoked,0
+Female,13,0,0,No,children,Urban,131.51,41.7,never smoked,0
+Female,45,0,0,Yes,Private,Rural,89.21,21.6,formerly smoked,0
+Female,29,0,0,Yes,Private,Rural,91.45,24.2,never smoked,0
+Female,12,0,0,No,children,Rural,90.58,19.2,Unknown,0
+Female,37,0,0,Yes,Private,Urban,91.45,25.8,Unknown,0
+Female,30,0,0,Yes,Private,Rural,89.63,23.2,smokes,0
+Female,44,0,0,Yes,Private,Urban,124.06,20.8,never smoked,0
+Female,79,1,0,Yes,Private,Rural,99.47,28.4,never smoked,0
+Male,38,0,0,Yes,Private,Urban,88.97,30.2,never smoked,0
+Female,45,0,0,Yes,Private,Rural,80.93,23.1,never smoked,0
+Female,66,0,0,Yes,Private,Urban,102.07,16.7,smokes,0
+Female,19,0,0,No,Private,Rural,91.69,39.5,Unknown,0
+Female,49,0,0,Yes,Private,Urban,63.71,33.8,smokes,0
+Female,66,0,0,Yes,Govt_job,Rural,200.49,34.6,smokes,0
+Male,47,0,0,Yes,Private,Rural,75.3,25,formerly smoked,0
+Female,59,0,0,Yes,Private,Urban,240.71,43.9,formerly smoked,0
+Female,23,0,0,No,Private,Urban,60.5,27.1,formerly smoked,0
+Female,79,0,0,Yes,Self-employed,Rural,131.85,25.9,Unknown,0
+Female,37,0,0,No,Self-employed,Rural,134.39,22.7,formerly smoked,0
+Male,78,0,0,Yes,Private,Urban,56.18,27.1,never smoked,0
+Female,70,1,0,Yes,Private,Rural,113.64,25.6,formerly smoked,0
+Female,34,0,0,No,Private,Rural,156.57,28.4,Unknown,0
+Female,28,1,0,No,Private,Rural,80.4,57.5,never smoked,0
+Male,29,0,0,No,Private,Urban,59.26,35.8,smokes,0
+Female,13,0,0,No,children,Rural,63.26,19.5,Unknown,0
+Female,22,0,0,Yes,Private,Urban,86.24,31.2,never smoked,0
+Male,56,0,0,Yes,Private,Urban,197.1,43.6,formerly smoked,0
+Female,81,0,0,Yes,Self-employed,Urban,90.9,31.2,formerly smoked,0
+Female,28,0,0,No,Private,Rural,84.59,23.5,Unknown,0
+Male,9,0,0,No,children,Rural,121.8,18.7,Unknown,0
+Male,50,0,0,Yes,Private,Rural,77.65,24.4,smokes,0
+Male,70,0,0,Yes,Private,Urban,64.41,29.4,smokes,0
+Female,30,0,0,No,Private,Urban,75.19,37,smokes,0
+Female,51,0,0,Yes,Self-employed,Rural,67.97,29.4,smokes,0
+Male,24,0,0,No,Private,Urban,119.34,38.5,never smoked,0
+Male,17,0,0,No,Private,Rural,94.92,23.5,never smoked,0
+Female,43,0,0,Yes,Govt_job,Rural,107.42,N/A,never smoked,0
+Male,9,0,0,No,children,Rural,85.02,16.3,Unknown,0
+Male,50,0,0,Yes,Private,Urban,103.51,35.9,never smoked,0
+Female,49,0,0,Yes,Private,Urban,114.5,35.9,formerly smoked,0
+Male,6,0,0,No,children,Urban,70.78,20.3,Unknown,0
+Male,30,0,0,Yes,Self-employed,Rural,95.01,32.3,smokes,0
+Male,73,0,0,Yes,Private,Urban,84.11,27.9,never smoked,0
+Female,20,0,0,Yes,Private,Urban,74.02,22.3,never smoked,0
+Male,42,0,0,Yes,Private,Urban,78.49,31.8,smokes,0
+Female,79,0,0,Yes,Govt_job,Urban,74.22,29.7,Unknown,0
+Female,55,0,0,Yes,Private,Urban,55.34,27.1,smokes,0
+Female,27,0,0,No,Private,Rural,75.04,24.5,never smoked,0
+Male,71,0,0,Yes,Private,Rural,109.73,28.9,never smoked,0
+Female,9,0,0,No,children,Urban,95.81,N/A,Unknown,0
+Male,23,0,0,No,Private,Rural,96.78,24.6,smokes,0
+Female,71,1,0,Yes,Private,Urban,194.62,31.6,never smoked,0
+Female,56,0,1,Yes,Private,Rural,70.02,32.3,never smoked,0
+Male,31,0,0,Yes,Private,Urban,222.21,41.1,smokes,0
+Female,64,0,0,Yes,Govt_job,Rural,62.41,30,never smoked,0
+Male,46,0,0,Yes,Self-employed,Urban,55.83,26.4,never smoked,0
+Male,55,0,0,Yes,Govt_job,Rural,65.12,30,never smoked,0
+Male,2,0,0,No,children,Rural,73.62,20.8,Unknown,0
+Female,58,1,0,Yes,Private,Urban,85.83,44,formerly smoked,0
+Female,78,0,0,No,Private,Urban,103.86,30.6,Unknown,0
+Female,1.16,0,0,No,children,Urban,60.98,17.2,Unknown,0
+Female,35,0,0,Yes,Private,Rural,82.69,29.1,Unknown,0
+Female,64,0,0,Yes,Private,Rural,250.2,27.4,Unknown,0
+Female,18,0,0,No,Private,Rural,128.97,23.5,Unknown,0
+Male,19,0,0,No,Private,Rural,84.31,31.8,never smoked,0
+Male,47,0,0,Yes,Govt_job,Rural,74.8,23.5,never smoked,0
+Female,54,1,0,No,Private,Urban,97.06,28.5,formerly smoked,0
+Female,39,0,0,Yes,Private,Urban,77.54,32.7,Unknown,0
+Female,37,0,0,No,Private,Rural,92.78,54.2,never smoked,0
+Female,17,0,0,No,Private,Rural,173.43,25.6,smokes,0
+Female,20,0,0,Yes,Private,Urban,79.08,41.2,never smoked,0
+Female,31,0,0,Yes,Private,Urban,106.18,27,smokes,0
+Female,56,0,0,Yes,Private,Rural,114.21,21.3,never smoked,0
+Female,31,0,0,No,Private,Rural,91.08,34.3,never smoked,0
+Male,82,0,0,Yes,Private,Urban,105.77,29.5,Unknown,0
+Male,33,0,0,Yes,Private,Rural,74.88,31.6,smokes,0
+Male,42,0,0,Yes,Private,Rural,123.15,26.1,smokes,0
+Male,20,0,0,No,Private,Rural,184.25,27.5,never smoked,0
+Male,22,0,0,Yes,Govt_job,Rural,117.69,26.5,never smoked,0
+Male,61,0,0,Yes,Private,Rural,55.26,33.2,Unknown,0
+Female,31,0,0,Yes,Private,Urban,106.51,40.2,never smoked,0
+Female,31,0,0,Yes,Govt_job,Rural,55.27,32.5,formerly smoked,0
+Male,17,0,0,No,Self-employed,Urban,98.42,23.4,Unknown,0
+Female,30,0,0,Yes,Private,Rural,99.2,32.5,never smoked,0
+Male,69,0,0,Yes,Private,Urban,98.92,23.9,formerly smoked,0
+Female,63,0,0,Yes,Private,Rural,92.7,29.5,never smoked,0
+Male,19,0,0,No,Private,Rural,106.7,24,never smoked,0
+Male,7,0,0,No,children,Urban,152.81,17.7,Unknown,0
+Female,51,0,0,Yes,Private,Urban,82.59,26.2,formerly smoked,0
+Female,38,1,0,Yes,Self-employed,Urban,91,33.3,never smoked,0
+Male,2,0,0,No,children,Urban,93.88,17.4,Unknown,0
+Female,58,0,0,Yes,Private,Urban,76.99,29,never smoked,0
+Female,69,0,1,Yes,Private,Rural,254.6,21.7,Unknown,0
+Female,64,1,0,Yes,Private,Rural,93.99,37.8,formerly smoked,0
+Female,31,0,0,Yes,Private,Urban,109.68,41.8,never smoked,0
+Female,59,1,0,Yes,Private,Rural,92.04,24.2,never smoked,0
+Female,54,0,0,Yes,Private,Rural,111.41,31.1,never smoked,0
+Female,24,0,0,Yes,Private,Rural,97.92,23.1,never smoked,0
+Male,19,0,0,No,Private,Urban,65.61,25.1,Unknown,0
+Male,17,0,0,No,Private,Urban,62.37,41.3,never smoked,0
+Female,29,0,0,No,Private,Urban,101.28,22.7,never smoked,0
+Female,42,0,0,Yes,Private,Rural,88.31,24,smokes,0
+Female,31,0,0,Yes,Govt_job,Rural,103.55,20.5,formerly smoked,0
+Female,29,0,0,No,Private,Urban,60.26,20.4,never smoked,0
+Female,23,0,0,No,Private,Urban,79.39,27.6,never smoked,0
+Female,25,0,0,No,Private,Urban,122.01,27,smokes,0
+Female,14,0,0,No,children,Rural,78.09,26.4,Unknown,0
+Female,66,0,0,Yes,Private,Urban,89.7,34.9,smokes,0
+Female,77,0,0,Yes,Private,Rural,95.1,35,never smoked,0
+Male,79,0,0,Yes,Self-employed,Rural,112.64,28.5,formerly smoked,0
+Female,52,0,0,Yes,Private,Rural,79.8,32.3,formerly smoked,0
+Female,41,0,0,Yes,Private,Urban,82.2,23.9,Unknown,0
+Female,31,0,0,No,Private,Urban,108.89,52.3,Unknown,0
+Male,39,0,0,Yes,Private,Rural,114.32,26.4,never smoked,0
+Female,51,0,0,No,Govt_job,Rural,116.14,20.9,never smoked,0
+Female,40,0,0,Yes,Govt_job,Urban,122.74,23.3,Unknown,0
+Female,48,0,0,Yes,Private,Urban,94.04,32.7,never smoked,0
+Male,55,0,0,Yes,Private,Rural,86.6,26.5,never smoked,0
+Male,41,0,0,Yes,Private,Rural,82.32,27.9,Unknown,0
+Female,39,0,0,Yes,Private,Rural,83.83,30.3,never smoked,0
+Male,41,0,0,No,Govt_job,Urban,106.98,27.6,never smoked,0
+Female,5,0,0,No,children,Urban,93.88,14.6,Unknown,0
+Male,38,0,0,Yes,Govt_job,Urban,70.53,40.9,smokes,0
+Male,40,1,0,Yes,Govt_job,Rural,212.01,28.4,never smoked,0
+Male,12,0,0,No,children,Rural,65.88,23.7,Unknown,0
+Male,20,0,0,No,Govt_job,Rural,106.97,27.9,formerly smoked,0
+Male,53,0,0,Yes,Private,Urban,126.35,25.2,never smoked,0
+Female,21,0,0,No,Private,Urban,129.16,34.4,Unknown,0
+Female,70,1,0,Yes,Govt_job,Rural,88.66,36.7,formerly smoked,0
+Male,61,0,0,Yes,Govt_job,Rural,112.95,22.2,formerly smoked,0
+Male,70,0,0,Yes,Govt_job,Urban,81.59,27.2,never smoked,0
+Female,38,0,0,Yes,Govt_job,Rural,76.82,27.3,never smoked,0
+Male,59,0,0,Yes,Govt_job,Rural,73.75,27.3,smokes,0
+Female,36,1,0,Yes,Private,Urban,91.56,42.2,never smoked,0
+Female,31,0,0,Yes,Govt_job,Rural,104.55,26.4,never smoked,0
+Female,65,0,0,Yes,Govt_job,Urban,84.84,39.4,Unknown,0
+Male,61,1,1,Yes,Govt_job,Rural,86.06,34.8,never smoked,0
+Male,2,0,0,No,children,Rural,109.1,20,Unknown,0
+Male,52,0,0,Yes,Private,Rural,68.35,34.1,never smoked,0
+Female,33,0,0,Yes,Private,Urban,121.04,31.4,Unknown,0
+Male,5,0,0,No,children,Rural,160.83,17.8,Unknown,0
+Female,32,0,0,Yes,Private,Rural,85.62,46.1,smokes,0
+Female,54,0,0,Yes,Govt_job,Urban,74.23,28.1,formerly smoked,0
+Female,51,0,0,No,Private,Urban,110.76,24.7,formerly smoked,0
+Female,39,0,0,No,Govt_job,Urban,79.44,22.7,never smoked,0
+Female,40,0,0,Yes,Private,Rural,119.52,34.6,never smoked,0
+Female,19,0,0,Yes,Private,Rural,90.42,21.4,never smoked,0
+Female,9,0,0,No,children,Urban,109.32,27.4,Unknown,0
+Male,53,1,0,Yes,Govt_job,Rural,78.16,36.6,never smoked,0
+Female,23,0,0,No,Private,Rural,79.13,32.9,formerly smoked,0
+Female,19,0,0,No,Self-employed,Urban,84.06,24.7,never smoked,0
+Male,1,0,0,No,children,Rural,89.3,21.4,Unknown,0
+Female,48,0,0,Yes,Private,Urban,69.21,33.1,never smoked,0
+Male,71,0,0,Yes,Govt_job,Rural,186.45,26.7,never smoked,0
+Male,44,0,0,Yes,Private,Urban,58.47,24.4,never smoked,0
+Female,53,0,0,Yes,Govt_job,Rural,189.49,25.8,Unknown,0
+Female,70,1,0,Yes,Self-employed,Urban,99.6,34.3,formerly smoked,0
+Female,1.4,0,0,No,children,Rural,126.18,18.1,Unknown,0
+Male,49,0,0,Yes,Private,Urban,186.32,43.8,smokes,0
+Female,17,0,0,No,Private,Rural,62.49,26.9,never smoked,0
+Female,40,0,0,Yes,Private,Rural,74.51,36.6,never smoked,0
+Female,46,0,0,Yes,Self-employed,Urban,94.63,24.9,never smoked,0
+Female,32,0,0,Yes,Private,Rural,91.98,27.6,smokes,0
+Male,2,0,0,No,children,Rural,56.77,20.9,Unknown,0
+Female,40,0,0,Yes,Private,Urban,75.87,30.3,never smoked,0
+Female,19,0,0,No,Private,Rural,77.19,37.4,smokes,0
+Male,43,0,0,Yes,Private,Urban,135.75,35.9,smokes,0
+Female,46,0,0,Yes,Private,Rural,100.15,50.3,smokes,0
+Male,71,0,0,No,Private,Urban,95.08,31.5,never smoked,0
+Female,31,0,0,Yes,Private,Urban,125.38,24.4,smokes,0
+Male,41,0,0,Yes,Private,Urban,111.71,38.9,formerly smoked,0
+Male,65,0,0,Yes,Self-employed,Rural,94.64,28.6,never smoked,0
+Male,52,0,0,Yes,Private,Urban,226.7,N/A,smokes,0
+Female,20,0,0,No,Private,Urban,112.96,27.5,never smoked,0
+Female,77,0,1,Yes,Private,Rural,183.1,N/A,never smoked,0
+Female,51,0,0,Yes,Private,Urban,105.36,43.7,Unknown,0
+Female,37,0,0,Yes,Private,Urban,84.13,27,never smoked,0
+Male,49,0,0,Yes,Private,Rural,102.47,29.3,formerly smoked,0
+Female,62,1,0,Yes,Govt_job,Rural,77.04,34.7,never smoked,0
+Female,17,0,0,No,Private,Rural,83.23,N/A,never smoked,0
+Female,28,0,0,Yes,Private,Rural,87.01,39.9,never smoked,0
+Male,80,0,0,Yes,Private,Rural,56.99,26.7,never smoked,0
+Male,45,0,0,Yes,Private,Rural,73.01,24.8,formerly smoked,0
+Female,37,0,0,Yes,Private,Urban,106.35,29.7,never smoked,0
+Female,3,0,0,No,children,Rural,80.63,15.9,Unknown,0
+Male,26,0,0,No,Private,Urban,103.61,31.4,never smoked,0
+Female,71,0,0,Yes,Self-employed,Urban,91.35,N/A,formerly smoked,0
+Male,58,0,0,Yes,Govt_job,Urban,194.04,27.8,never smoked,0
+Female,59,0,0,Yes,Govt_job,Rural,111.99,35.5,formerly smoked,0
+Male,74,1,0,Yes,Private,Rural,57.51,31.7,smokes,0
+Male,17,0,0,No,Private,Rural,68.49,33.2,never smoked,0
+Female,62,0,0,Yes,Private,Urban,60.2,27.7,formerly smoked,0
+Male,37,0,0,Yes,Self-employed,Urban,160,31.9,formerly smoked,0
+Female,19,0,0,No,Never_worked,Urban,86.96,25.8,never smoked,0
+Female,59,0,0,Yes,Private,Rural,237.15,27.7,never smoked,0
+Female,59,1,0,Yes,Private,Rural,99.06,23.4,never smoked,0
+Male,62,0,1,Yes,Self-employed,Urban,56.31,24.3,formerly smoked,0
+Male,80,1,1,Yes,Self-employed,Urban,84.31,30.3,smokes,0
+Female,54,0,0,Yes,Private,Rural,90.92,29.1,never smoked,0
+Female,27,0,0,No,Private,Rural,104.33,20.1,never smoked,0
+Female,4,0,0,No,children,Urban,62.61,21.2,Unknown,0
+Male,81,1,0,Yes,Self-employed,Urban,231.19,31.6,formerly smoked,0
+Female,41,0,0,No,Private,Rural,94.3,41.6,Unknown,0
+Male,27,0,0,Yes,Private,Rural,104.48,36.4,smokes,0
+Female,51,1,0,Yes,Private,Urban,72.62,30.5,never smoked,0
+Female,59,0,0,Yes,Self-employed,Urban,81.64,32.8,Unknown,0
+Female,51,0,0,Yes,Private,Rural,90.78,32.3,never smoked,0
+Male,71,0,1,Yes,Private,Urban,70.71,30.1,never smoked,0
+Male,48,0,0,Yes,Private,Urban,72.36,34.7,smokes,0
+Female,49,0,0,Yes,Self-employed,Urban,59.76,29.7,Unknown,0
+Female,35,0,0,No,Govt_job,Urban,83.76,N/A,smokes,0
+Female,25,0,0,Yes,Private,Rural,63.64,31.3,formerly smoked,0
+Female,31,0,0,Yes,Private,Rural,76.26,35.6,never smoked,0
+Female,68,0,0,Yes,Private,Rural,82.06,35.2,formerly smoked,0
+Male,39,0,0,No,Private,Urban,110.91,27.6,never smoked,0
+Female,32,0,0,No,Private,Rural,77.16,35.2,smokes,0
+Female,39,0,0,Yes,Private,Rural,69.58,28.1,Unknown,0
+Female,63,0,0,Yes,Private,Urban,96.26,31.8,Unknown,0
+Female,69,0,0,Yes,Private,Rural,87.27,23.3,smokes,0
+Female,29,0,0,Yes,Private,Urban,65.36,28.8,formerly smoked,0
+Female,1.72,0,0,No,children,Rural,109.51,19.5,Unknown,0
+Female,58,0,0,Yes,Private,Urban,89.03,30,smokes,0
+Female,32,0,0,Yes,Private,Urban,91.34,25.5,formerly smoked,0
+Male,63,0,0,Yes,Private,Rural,57.82,28.8,formerly smoked,0
+Male,57,0,0,Yes,Self-employed,Urban,81.15,40.2,formerly smoked,0
+Female,77,0,0,Yes,Private,Rural,115.29,32.9,Unknown,0
+Male,8,0,0,No,children,Urban,111.02,22.4,Unknown,0
+Female,21,0,0,No,Govt_job,Urban,111.61,36.9,smokes,0
+Female,16,0,0,No,children,Rural,109.02,19.8,Unknown,0
+Female,8,0,0,No,children,Urban,106.51,12.3,Unknown,0
+Male,71,0,1,Yes,Self-employed,Rural,207.32,32.4,smokes,0
+Female,74,0,0,Yes,Private,Urban,87.11,24.8,never smoked,0
+Female,7,0,0,No,children,Urban,61.68,16.4,Unknown,0
+Male,19,0,0,No,Private,Rural,119.04,35.9,Unknown,0
+Male,64,0,0,Yes,Private,Urban,86.05,23,Unknown,0
+Female,23,1,0,No,Private,Urban,70.03,78,smokes,0
+Male,75,0,1,Yes,Self-employed,Urban,207.64,30.5,formerly smoked,0
+Male,80,0,0,Yes,Self-employed,Rural,236.84,26.8,never smoked,0
+Male,40,0,0,Yes,Private,Urban,78.11,35.3,never smoked,0
+Female,24,0,0,No,Govt_job,Rural,100.97,27.9,never smoked,0
+Female,74,0,0,Yes,Self-employed,Urban,99.21,22.1,never smoked,0
+Female,52,0,0,Yes,Self-employed,Urban,113.21,38.3,never smoked,0
+Male,54,0,0,Yes,Private,Urban,92.95,41,never smoked,0
+Female,23,0,0,No,Private,Urban,110.16,N/A,never smoked,0
+Male,19,0,0,No,Private,Rural,142.57,22.8,Unknown,0
+Female,23,0,0,No,Private,Rural,92.87,30.1,never smoked,0
+Male,13,0,0,No,Never_worked,Rural,111.48,20.8,Unknown,0
+Female,51,0,0,Yes,Private,Urban,123,31.7,never smoked,0
+Male,60,0,0,Yes,Govt_job,Urban,100.54,30.1,never smoked,0
+Male,79,0,1,Yes,Self-employed,Urban,106.68,30.8,never smoked,0
+Female,75,0,0,Yes,Private,Urban,86.4,42.6,never smoked,0
+Female,69,1,0,Yes,Self-employed,Urban,61.81,37.1,Unknown,0
+Female,57,0,0,Yes,Self-employed,Rural,128.28,34.2,never smoked,0
+Female,47,0,0,Yes,Private,Rural,204.63,43.4,never smoked,0
+Female,33,0,0,Yes,Private,Urban,89.98,18.7,smokes,0
+Female,51,0,0,Yes,Self-employed,Urban,232.89,34,smokes,0
+Female,47,0,0,Yes,Private,Rural,98.58,23.2,never smoked,0
+Male,15,0,0,No,Private,Urban,57.94,41.7,Unknown,0
+Male,1,0,0,No,children,Rural,123.21,15.1,Unknown,0
+Female,20,0,0,No,Private,Urban,76.34,20.6,smokes,0
+Male,6,0,0,No,children,Rural,92.98,18.9,Unknown,0
+Male,50,0,0,No,Govt_job,Rural,92.81,26.6,never smoked,0
+Male,31,0,0,Yes,Private,Urban,85.16,30.1,smokes,0
+Female,15,0,0,No,Self-employed,Urban,90.1,32.1,never smoked,0
+Female,3,0,0,No,children,Urban,65.15,15.1,Unknown,0
+Male,30,0,0,Yes,Private,Urban,104.62,33.5,smokes,0
+Male,17,0,0,No,Never_worked,Urban,113.25,23.4,never smoked,0
+Male,24,0,0,No,Private,Urban,59.28,43.2,never smoked,0
+Female,5,0,0,No,children,Urban,93.07,19.1,Unknown,0
+Male,33,0,0,No,Private,Rural,77.42,26.1,Unknown,0
+Female,30,0,0,No,Private,Rural,73.69,17.3,never smoked,0
+Male,66,1,0,Yes,Private,Rural,74.9,32.1,never smoked,0
+Male,40,0,0,No,Private,Urban,88.27,N/A,formerly smoked,0
+Female,27,0,0,No,Private,Urban,58.39,30.4,never smoked,0
+Male,21,0,0,No,Private,Rural,102.05,29.9,never smoked,0
+Female,55,0,0,Yes,Private,Rural,112.47,32.8,smokes,0
+Female,19,0,0,No,Private,Rural,72.84,22.7,never smoked,0
+Male,75,1,1,Yes,Self-employed,Urban,195.03,28.7,formerly smoked,0
+Female,71,0,1,Yes,Private,Urban,170.95,35.2,never smoked,0
+Female,16,0,0,No,Private,Urban,87.98,22.4,never smoked,0
+Female,49,0,0,No,Private,Rural,65.81,32.3,Unknown,0
+Female,10,0,0,No,children,Urban,124.6,18.6,Unknown,0
+Female,37,0,0,Yes,Private,Rural,83.65,42.1,smokes,0
+Male,59,0,0,Yes,Govt_job,Rural,88.81,38,formerly smoked,0
+Female,7,0,0,No,children,Urban,86.75,22.3,Unknown,0
+Female,61,0,0,Yes,Private,Rural,123.36,33.4,never smoked,0
+Male,34,0,0,No,Private,Rural,89.68,23.2,smokes,0
+Female,9,0,0,No,children,Rural,69.87,18,Unknown,0
+Female,46,0,0,Yes,Private,Rural,109.22,20.1,never smoked,0
+Male,0.88,0,0,No,children,Rural,157.57,19.2,Unknown,0
+Male,50,0,0,Yes,Govt_job,Urban,110.73,28.7,smokes,0
+Male,19,0,0,Yes,Private,Urban,99.14,28.1,never smoked,0
+Female,21,0,0,Yes,Private,Urban,59.15,22.6,never smoked,0
+Female,2,0,0,No,children,Rural,165.11,18,Unknown,0
+Female,37,0,0,Yes,Self-employed,Rural,77.44,21.4,formerly smoked,0
+Male,20,0,0,No,Private,Rural,100.33,27.8,Unknown,0
+Male,50,0,0,Yes,Private,Urban,57.93,27.6,Unknown,0
+Male,61,1,1,No,Private,Rural,148.24,32.2,formerly smoked,0
+Male,48,0,0,Yes,Private,Urban,91.96,24.9,Unknown,0
+Male,82,0,1,Yes,Self-employed,Rural,72.93,27.1,formerly smoked,0
+Male,64,0,0,Yes,Private,Rural,84.27,24.6,Unknown,0
+Female,50,0,0,Yes,Govt_job,Rural,124.45,24.6,never smoked,0
+Male,1.4,0,0,No,children,Urban,90.51,18.9,Unknown,0
+Male,0.24,0,0,No,children,Rural,118.87,16.3,Unknown,0
+Male,55,0,0,Yes,Private,Rural,56.42,31.8,never smoked,0
+Female,29,0,0,No,Private,Urban,73.67,21,Unknown,0
+Male,4,0,0,No,children,Rural,89.11,20.1,Unknown,0
+Male,70,1,0,Yes,Private,Rural,74.04,29.1,never smoked,0
+Male,35,0,0,Yes,Private,Urban,145.23,32.3,never smoked,0
+Female,80,0,1,Yes,Private,Rural,100.8,29.4,never smoked,0
+Female,54,0,0,Yes,Private,Urban,85.22,50.2,never smoked,0
+Male,39,0,0,Yes,Govt_job,Rural,72.49,44.9,formerly smoked,0
+Female,26,0,0,No,Private,Urban,82.61,28.5,smokes,0
+Female,6,0,0,No,children,Rural,72.07,19.5,Unknown,0
+Female,41,0,0,Yes,Private,Rural,79.85,45,Unknown,0
+Female,42,0,0,Yes,Private,Rural,84.86,22.8,Unknown,0
+Male,9,0,0,No,children,Urban,131.89,25.5,Unknown,0
+Male,55,0,0,Yes,Private,Urban,89.17,31.5,never smoked,0
+Male,71,0,0,Yes,Private,Rural,227.91,31.6,formerly smoked,0
+Female,14,0,0,No,children,Urban,131.77,31,Unknown,0
+Female,77,1,0,Yes,Self-employed,Urban,102.01,29.5,Unknown,0
+Female,50,0,0,Yes,Govt_job,Urban,128.63,23.1,Unknown,0
+Male,49,0,0,No,Private,Urban,144.1,30.7,smokes,0
+Female,51,0,0,Yes,Self-employed,Urban,143.15,44.7,formerly smoked,0
+Male,79,0,0,Yes,Self-employed,Rural,116.67,33.5,never smoked,0
+Female,63,0,0,Yes,Self-employed,Rural,85.6,25.9,Unknown,0
+Female,66,0,0,Yes,Self-employed,Urban,142.12,28.3,never smoked,0
+Female,20,0,0,No,Private,Urban,100.81,26.8,Unknown,0
+Female,37,0,0,Yes,Govt_job,Urban,69.17,27.8,never smoked,0
+Male,22,0,0,No,Private,Rural,58.38,36,never smoked,0
+Female,60,0,0,Yes,Govt_job,Urban,86.34,22.1,never smoked,0
+Male,39,0,0,Yes,Private,Urban,95.44,38.4,never smoked,0
+Female,53,0,0,Yes,Private,Urban,94.78,30.1,Unknown,0
+Female,55,0,0,Yes,Private,Rural,109.59,26.2,formerly smoked,0
+Female,63,0,0,Yes,Private,Rural,79.26,26.6,smokes,0
+Female,57,0,0,Yes,Private,Urban,78.46,32.6,never smoked,0
+Male,82,0,0,Yes,Self-employed,Rural,85.29,27,never smoked,0
+Male,56,0,0,Yes,Private,Rural,156.18,25.3,smokes,0
+Male,41,1,0,Yes,Private,Urban,69.52,31.9,never smoked,0
+Female,8,0,0,No,children,Urban,65.32,18.4,Unknown,0
+Male,34,0,0,No,Private,Urban,108.47,30.4,smokes,0
+Male,75,0,0,Yes,Private,Urban,105.63,28.2,smokes,0
+Male,57,0,0,Yes,Private,Urban,77.93,35.7,formerly smoked,0
+Female,72,0,0,Yes,Private,Urban,95.2,35,never smoked,0
+Male,21,0,0,No,Private,Rural,78.52,27.2,never smoked,0
+Female,51,0,0,Yes,Private,Urban,114.89,23,never smoked,0
+Female,15,0,0,No,Private,Rural,95.43,25,Unknown,0
+Female,24,0,0,Yes,Private,Rural,84.08,24.5,Unknown,0
+Female,30,0,0,Yes,Govt_job,Rural,110.55,30.9,smokes,0
+Female,82,0,0,No,Self-employed,Urban,82.21,26,never smoked,0
+Female,62,0,0,Yes,Private,Urban,82.38,27.2,formerly smoked,0
+Female,79,0,0,Yes,Govt_job,Urban,93.89,30.4,never smoked,0
+Female,19,0,0,No,Private,Rural,75.08,21.7,Unknown,0
+Male,45,0,0,Yes,Private,Urban,76.72,29.1,Unknown,0
+Female,5,0,0,No,children,Rural,84.93,17.6,Unknown,0
+Male,57,0,1,Yes,Private,Urban,76.5,29.2,formerly smoked,0
+Female,31,0,0,No,Private,Urban,65.47,28.1,never smoked,0
+Male,61,0,0,Yes,Private,Urban,99.16,26.6,smokes,0
+Male,27,0,0,No,Self-employed,Rural,63.53,26.9,never smoked,0
+Female,61,0,0,Yes,Private,Rural,78.65,36.2,formerly smoked,0
+Female,53,0,0,Yes,Self-employed,Urban,63.78,25.9,never smoked,0
+Female,76,0,0,No,Self-employed,Urban,77.52,40.9,formerly smoked,0
+Male,57,0,0,Yes,Private,Rural,111.64,31.5,never smoked,0
+Male,9,0,0,No,children,Urban,97.84,23.3,Unknown,0
+Female,34,0,0,Yes,Private,Urban,113.01,37.6,never smoked,0
+Male,51,1,0,Yes,Private,Urban,56.48,39.8,never smoked,0
+Male,61,0,0,Yes,Private,Rural,204.5,35.1,formerly smoked,0
+Female,19,0,0,No,Private,Rural,96.02,21.9,never smoked,0
+Female,50,0,0,Yes,Private,Rural,206.25,53.4,formerly smoked,0
+Female,80,1,1,Yes,Private,Rural,115.52,34.4,Unknown,0
+Female,13,0,0,No,Private,Rural,60.69,24,smokes,0
+Male,55,0,0,Yes,Self-employed,Urban,93.67,29.3,Unknown,0
+Male,67,0,0,Yes,Govt_job,Urban,67.79,26,formerly smoked,0
+Female,30,0,0,No,Self-employed,Rural,56.07,31.3,never smoked,0
+Male,67,1,1,Yes,Private,Rural,254.63,31,never smoked,0
+Female,82,0,0,Yes,Private,Rural,96.63,26.5,Unknown,0
+Male,5,0,0,No,children,Rural,84.3,16,Unknown,0
+Female,81,0,0,Yes,Self-employed,Rural,246.34,21.1,never smoked,0
+Female,48,0,0,Yes,Private,Rural,195.16,42.2,Unknown,0
+Female,66,0,0,Yes,Govt_job,Rural,93.34,27.7,never smoked,0
+Female,38,0,0,Yes,Private,Urban,162.3,23.6,never smoked,0
+Male,8,0,0,No,children,Urban,106.4,18.3,Unknown,0
+Male,47,1,0,Yes,Private,Urban,110.25,44.3,never smoked,0
+Male,27,0,0,No,Private,Rural,69.7,27.3,never smoked,0
+Female,53,1,0,Yes,Private,Urban,87.03,55.2,formerly smoked,0
+Male,27,0,0,No,Private,Urban,112.98,44.7,never smoked,0
+Female,36,0,0,Yes,Govt_job,Rural,82.47,33.1,smokes,0
+Female,50,0,0,Yes,Private,Urban,75.88,30,never smoked,0
+Female,32,0,0,Yes,Private,Urban,84.63,40.1,Unknown,0
+Female,58,0,0,Yes,Govt_job,Rural,109.56,23.1,never smoked,0
+Female,73,0,0,Yes,Self-employed,Rural,89.45,30.3,formerly smoked,0
+Female,62,0,0,Yes,Private,Rural,91.65,30.5,never smoked,0
+Female,50,0,0,Yes,Self-employed,Urban,121.14,22.8,never smoked,0
+Female,51,0,0,No,Private,Rural,87.77,42,Unknown,0
+Female,19,0,0,No,Private,Rural,106.56,29.9,never smoked,0
+Female,30,0,0,No,Private,Rural,93.88,24,formerly smoked,0
+Female,45,0,0,No,Private,Rural,153.76,36.7,Unknown,0
+Male,30,0,0,No,Private,Urban,88.65,22.2,never smoked,0
+Female,28,0,0,Yes,Private,Urban,111.22,25.5,Unknown,0
+Male,70,0,0,Yes,Self-employed,Urban,223.68,34.3,formerly smoked,0
+Female,0.32,0,0,No,children,Rural,55.86,16,Unknown,0
+Female,23,0,0,No,Private,Rural,63.73,25.6,smokes,0
+Male,18,0,0,No,Private,Rural,103.94,23.3,never smoked,0
+Male,41,0,0,Yes,Private,Rural,92.49,41.6,Unknown,0
+Male,52,0,0,Yes,Private,Urban,229.2,35.6,formerly smoked,0
+Female,77,0,0,Yes,Private,Rural,75.06,22,Unknown,0
+Male,34,0,0,Yes,Private,Urban,85.57,26.8,Unknown,0
+Female,67,0,0,Yes,Self-employed,Urban,68.61,31.9,never smoked,0
+Male,1.64,0,0,No,children,Urban,56.3,19.7,Unknown,0
+Female,23,0,0,No,Private,Rural,193.22,N/A,smokes,0
+Female,59,0,0,Yes,Private,Urban,65.98,31.1,Unknown,0
+Male,62,0,0,Yes,Govt_job,Rural,204.57,34.4,Unknown,0
+Male,47,0,0,Yes,Govt_job,Urban,64.99,33.2,never smoked,0
+Female,71,1,0,Yes,Self-employed,Rural,66.12,N/A,never smoked,0
+Female,22,0,0,No,Private,Urban,73.4,21.6,never smoked,0
+Male,33,0,0,Yes,Govt_job,Urban,82.83,25.4,Unknown,0
+Female,27,0,0,No,Private,Urban,93.55,41.6,never smoked,0
+Female,44,0,0,Yes,Private,Rural,90.4,33.1,formerly smoked,0
+Female,18,0,0,No,Private,Rural,98.1,21.8,never smoked,0
+Male,47,0,0,Yes,Private,Rural,142.02,30,Unknown,0
+Female,66,0,0,Yes,Self-employed,Rural,251.46,35.2,smokes,0
+Female,42,1,0,Yes,Private,Rural,89.96,35.6,never smoked,0
+Male,13,0,0,No,children,Urban,71.73,N/A,Unknown,0
+Female,56,1,0,Yes,Govt_job,Urban,82.44,27.8,smokes,0
+Female,69,0,0,Yes,Self-employed,Urban,80.85,29.3,formerly smoked,0
+Female,65,0,0,Yes,Self-employed,Rural,220.52,37.2,smokes,0
+Male,53,0,0,Yes,Private,Urban,86.73,26.1,Unknown,0
+Female,36,0,0,Yes,Private,Urban,76.93,21.6,never smoked,0
+Female,69,0,0,Yes,Self-employed,Urban,113.1,22.7,never smoked,0
+Male,19,0,0,No,Private,Rural,96.84,30.2,formerly smoked,0
+Male,3,0,0,No,children,Urban,100.91,18,Unknown,0
+Male,15,0,0,No,children,Urban,116.5,27.8,Unknown,0
+Female,59,1,0,No,Private,Rural,57.26,23.5,never smoked,0
+Female,61,0,0,Yes,Private,Urban,129.31,41.2,Unknown,0
+Female,28,0,0,Yes,Private,Rural,56.47,22.7,never smoked,0
+Male,52,0,0,Yes,Govt_job,Urban,86.06,29.2,formerly smoked,0
+Female,33,0,0,Yes,Private,Rural,86.97,42.2,never smoked,0
+Male,80,0,0,Yes,Private,Urban,78.78,24,formerly smoked,0
+Female,47,0,0,Yes,Private,Rural,195.04,45.5,never smoked,0
+Male,2,0,0,No,children,Rural,103.25,19.4,Unknown,0
+Female,48,0,0,Yes,Private,Rural,134.59,28.2,smokes,0
+Male,1.56,0,0,No,children,Rural,93.74,20.1,Unknown,0
+Female,26,0,0,Yes,Private,Urban,90.66,27.2,Unknown,0
+Male,62,0,0,Yes,Govt_job,Urban,91.68,26.5,Unknown,0
+Male,1.72,0,0,No,children,Urban,75.79,17.6,Unknown,0
+Female,38,0,0,Yes,Private,Urban,91.68,42.8,formerly smoked,0
+Female,28,0,0,Yes,Private,Rural,106.68,29.3,never smoked,0
+Female,67,0,0,Yes,Private,Rural,82.31,21.3,never smoked,0
+Male,57,0,0,Yes,Private,Rural,90.06,29.8,Unknown,0
+Female,40,0,0,Yes,Private,Rural,65.47,24.1,smokes,0
+Male,10,0,0,No,children,Rural,58.03,35.2,Unknown,0
+Female,55,0,0,No,Private,Rural,83.09,18.8,never smoked,0
+Female,7,0,0,No,children,Urban,88.6,17.4,Unknown,0
+Male,56,0,0,Yes,Private,Urban,63.18,31.5,Unknown,0
+Male,37,0,0,Yes,Private,Rural,78.42,29.9,never smoked,0
+Male,69,0,0,Yes,Private,Urban,65.08,27.3,formerly smoked,0
+Female,45,0,0,Yes,Govt_job,Urban,79.47,28.1,never smoked,0
+Female,28,0,0,Yes,Private,Rural,95.52,28.9,never smoked,0
+Female,52,1,0,No,Private,Urban,73,25.2,smokes,0
+Male,46,0,0,Yes,Private,Rural,138.07,24.3,never smoked,0
+Male,45,0,0,Yes,Govt_job,Rural,86.99,37.9,never smoked,0
+Female,21,0,0,No,Private,Urban,112.07,28.2,never smoked,0
+Male,4,0,0,No,children,Rural,105.76,18.4,Unknown,0
+Female,45,0,0,Yes,Private,Urban,55.67,23.1,smokes,0
+Female,71,0,0,Yes,Private,Urban,90.55,39.4,formerly smoked,0
+Female,46,0,0,Yes,Private,Rural,218.65,29.5,never smoked,0
+Female,3,0,0,No,children,Rural,111.21,18.3,Unknown,0
+Female,79,0,0,Yes,Govt_job,Urban,83.56,28.7,smokes,0
+Female,71,1,0,Yes,Private,Urban,116.76,32.9,formerly smoked,0
+Male,74,0,0,Yes,Private,Rural,83.5,26.7,Unknown,0
+Female,52,0,0,Yes,Private,Urban,69.3,20.1,never smoked,0
+Female,49,0,0,Yes,Private,Urban,67.55,17.6,formerly smoked,0
+Female,32,0,0,Yes,Private,Rural,80.28,43.7,never smoked,0
+Male,62,1,0,Yes,Private,Urban,211.49,41.1,Unknown,0
+Female,78,0,0,No,Private,Urban,67.96,26.8,Unknown,0
+Female,48,0,0,Yes,Self-employed,Urban,99.29,31.2,never smoked,0
+Male,18,0,0,Yes,Private,Rural,140.52,27.4,never smoked,0
+Female,80,0,0,Yes,Private,Rural,75.62,25.1,smokes,0
+Female,34,0,0,No,Govt_job,Rural,120.06,33,never smoked,0
+Female,40,0,0,No,Private,Rural,117.45,30.7,smokes,0
+Female,59,0,0,Yes,Private,Rural,224.71,42.9,never smoked,0
+Female,11,0,0,No,children,Rural,122.75,14.3,Unknown,0
+Female,35,0,0,Yes,Govt_job,Urban,82.39,33.2,never smoked,0
+Female,29,0,0,No,Govt_job,Rural,57.02,43,formerly smoked,0
+Male,23,0,0,No,Private,Urban,115.98,22.3,never smoked,0
+Female,59,0,0,Yes,Private,Rural,226.11,32.8,formerly smoked,0
+Female,44,0,0,Yes,Private,Rural,97.59,30.5,smokes,0
+Female,62,0,0,Yes,Private,Rural,82.57,36,formerly smoked,0
+Female,32,0,0,No,Private,Urban,79.34,26.5,formerly smoked,0
+Female,2,0,0,No,children,Rural,125.68,20.1,Unknown,0
+Male,73,1,0,Yes,Self-employed,Rural,102.06,N/A,Unknown,0
+Female,79,0,0,Yes,Private,Urban,65.59,28.1,never smoked,0
+Female,2,0,0,No,children,Urban,120.85,16.2,Unknown,0
+Male,43,0,0,Yes,Govt_job,Urban,101.65,30,never smoked,0
+Male,43,0,0,Yes,Govt_job,Urban,210.94,31.3,never smoked,0
+Male,62,1,0,Yes,Private,Rural,77.92,26.7,never smoked,0
+Male,73,1,1,Yes,Self-employed,Rural,230.68,37.7,Unknown,0
+Female,31,0,0,No,Self-employed,Urban,62.68,35.8,never smoked,0
+Male,42,0,0,Yes,Private,Urban,55.22,27,never smoked,0
+Female,20,0,0,No,Private,Rural,78.94,20.7,never smoked,0
+Female,55,0,1,No,Private,Rural,109.69,22.2,smokes,0
+Female,3,0,0,No,children,Urban,79.63,N/A,Unknown,0
+Female,23,0,0,No,Private,Rural,79.33,41.5,never smoked,0
+Female,33,0,0,Yes,Private,Urban,79.91,33.5,never smoked,0
+Female,14,0,0,No,Private,Rural,84.46,21.8,Unknown,0
+Female,79,0,1,Yes,Private,Urban,68.4,22.1,formerly smoked,0
+Male,64,1,0,Yes,Private,Rural,78.43,30.2,smokes,0
+Female,76,0,0,Yes,Private,Urban,198.02,38.7,Unknown,0
+Male,46,0,0,Yes,Private,Urban,85.35,32.1,smokes,0
+Male,80,0,0,No,Self-employed,Rural,204.17,41.3,formerly smoked,0
+Male,21,0,0,No,Private,Urban,82.71,20.1,formerly smoked,0
+Female,33,0,0,No,Private,Urban,121.19,22.1,never smoked,0
+Female,32,0,0,Yes,Private,Rural,106.02,24.9,smokes,0
+Female,0.72,0,0,No,children,Urban,66.36,23,Unknown,0
+Female,49,0,0,Yes,Private,Urban,267.76,29.3,formerly smoked,0
+Female,41,0,0,Yes,Private,Rural,107.18,22.8,never smoked,0
+Male,37,0,0,Yes,Private,Rural,74.58,31.6,Unknown,0
+Female,58,0,0,Yes,Private,Urban,80.92,19.4,Unknown,0
+Female,79,0,0,Yes,Private,Rural,90.77,22.5,never smoked,0
+Female,23,0,0,No,Private,Rural,90.84,31.6,never smoked,0
+Female,78,1,0,Yes,Self-employed,Rural,59.2,29.1,Unknown,0
+Male,51,0,0,Yes,Private,Rural,217.71,N/A,formerly smoked,0
+Female,41,0,0,Yes,Private,Urban,133.76,43.4,smokes,0
+Male,68,0,0,Yes,Self-employed,Urban,61.36,26.5,formerly smoked,0
+Female,30,0,0,No,Private,Rural,118.62,29.7,Unknown,0
+Male,1.88,0,0,No,children,Rural,77.91,21.8,Unknown,0
+Female,32,0,0,No,Govt_job,Urban,68.98,23.4,formerly smoked,0
+Female,20,0,0,No,Private,Rural,112.08,23,never smoked,0
+Male,20,0,0,No,Private,Urban,96.2,21.5,never smoked,0
+Male,10,0,0,No,children,Rural,93.11,14.6,Unknown,0
+Male,8,0,0,No,children,Rural,115.54,28.5,Unknown,0
+Male,65,0,0,Yes,Private,Urban,88.57,29,smokes,0
+Female,65,1,0,Yes,Private,Urban,180.76,26.9,Unknown,0
+Male,46,0,0,Yes,Self-employed,Urban,83.12,29.6,formerly smoked,0
+Male,53,0,0,Yes,Self-employed,Urban,94.89,28.5,never smoked,0
+Female,79,0,0,No,Private,Rural,239.52,25.5,never smoked,0
+Male,43,0,0,Yes,Self-employed,Rural,99.15,30.5,formerly smoked,0
+Female,56,0,0,Yes,Self-employed,Urban,124.16,23,never smoked,0
+Male,3,0,0,No,children,Rural,86.38,22.8,Unknown,0
+Male,32,0,0,No,Private,Rural,93.68,31.4,never smoked,0
+Female,41,0,0,Yes,Govt_job,Rural,229.86,35.2,smokes,0
+Male,53,0,0,Yes,Govt_job,Rural,78.73,23.3,never smoked,0
+Male,35,0,0,Yes,Private,Rural,115.92,N/A,formerly smoked,0
+Male,67,0,0,Yes,Govt_job,Rural,93.71,31.2,formerly smoked,0
+Female,33,0,0,Yes,Govt_job,Rural,76.66,24.8,never smoked,0
+Female,21,0,0,No,Private,Rural,112.38,25.8,Unknown,0
+Female,26,0,0,No,Private,Rural,89.3,48.4,smokes,0
+Female,69,1,0,Yes,Govt_job,Rural,103.44,43.1,formerly smoked,0
+Female,73,0,0,Yes,Self-employed,Rural,79.69,N/A,formerly smoked,0
+Male,15,0,0,No,Private,Rural,61.61,27.8,never smoked,0
+Female,3,0,0,No,children,Rural,94.12,21.4,Unknown,0
+Female,1.24,0,0,No,children,Urban,62.4,22.1,Unknown,0
+Female,80,1,0,Yes,Private,Urban,210.96,31.8,never smoked,0
+Male,2,0,0,No,children,Urban,76.25,20.1,Unknown,0
+Male,50,0,0,Yes,Private,Urban,103.48,29.1,smokes,0
+Female,30,0,0,No,Private,Urban,96.42,22.6,Unknown,0
+Male,15,0,0,No,Private,Rural,78.59,25.1,Unknown,0
+Female,71,1,0,Yes,Private,Rural,195.25,33.3,never smoked,0
+Male,4,0,0,No,children,Rural,103.76,15.9,Unknown,0
+Male,2,0,0,No,children,Rural,68.52,20.8,Unknown,0
+Male,11,0,0,No,children,Urban,92.17,19.5,Unknown,0
+Female,45,0,0,Yes,Private,Rural,81.02,39,never smoked,0
+Male,22,0,0,No,Govt_job,Rural,94.33,23.1,never smoked,0
+Male,63,0,0,Yes,Self-employed,Rural,78.43,18.8,never smoked,0
+Female,50,0,0,Yes,Private,Rural,217.39,50.6,Unknown,0
+Female,25,0,0,No,Private,Urban,82.77,36.3,Unknown,0
+Male,49,0,0,Yes,Private,Rural,88.13,32.8,never smoked,0
+Male,39,0,0,Yes,Private,Urban,102.77,35.8,smokes,0
+Female,43,0,0,No,Private,Rural,101.75,26.7,smokes,0
+Male,67,0,0,Yes,Private,Rural,113.34,26.3,formerly smoked,0
+Male,48,0,0,Yes,Private,Urban,63.33,26.5,smokes,0
+Female,38,0,0,Yes,Private,Urban,69.34,43.7,never smoked,0
+Female,14,0,0,No,Private,Rural,118.81,24.7,Unknown,0
+Male,63,0,0,Yes,Govt_job,Urban,66.13,46.2,never smoked,0
+Male,37,0,0,No,Private,Urban,67.53,49.5,formerly smoked,0
+Male,20,0,0,No,Private,Urban,96.58,43.3,never smoked,0
+Female,60,0,0,Yes,Private,Urban,57.89,30.9,formerly smoked,0
+Female,13,0,0,No,children,Rural,78.38,38.7,Unknown,0
+Male,34,0,0,No,Private,Urban,94.15,28.6,never smoked,0
+Male,22,0,0,No,Private,Urban,89.53,30.2,Unknown,0
+Female,46,0,0,Yes,Private,Urban,127.75,30.5,never smoked,0
+Male,53,0,0,Yes,Self-employed,Rural,76.79,33.9,Unknown,0
+Female,28,0,0,Yes,Private,Rural,141.15,28.6,never smoked,0
+Female,62,0,0,Yes,Govt_job,Urban,88.63,24.5,never smoked,0
+Female,6,0,0,No,children,Urban,201.25,N/A,Unknown,0
+Female,11,0,0,No,children,Urban,130.15,17.2,Unknown,0
+Male,66,0,0,No,Private,Urban,108.03,27.2,never smoked,0
+Female,80,0,0,Yes,Self-employed,Rural,104.07,19.3,formerly smoked,0
+Male,8,0,0,No,children,Urban,88.83,18.5,Unknown,0
+Male,53,0,1,Yes,Private,Rural,197.79,32,Unknown,0
+Male,63,1,1,Yes,Private,Urban,150.45,44.5,formerly smoked,0
+Male,31,0,0,Yes,Private,Rural,100.39,37,never smoked,0
+Male,43,0,0,Yes,Govt_job,Rural,79.92,30.8,formerly smoked,0
+Male,79,0,1,Yes,Self-employed,Urban,96.79,24.7,Unknown,0
+Male,8,0,0,No,children,Rural,86.84,18.3,Unknown,0
+Male,38,0,0,Yes,Private,Rural,61.27,44,Unknown,0
+Female,80,0,0,Yes,Self-employed,Rural,72.61,27.6,never smoked,0
+Female,49,0,0,Yes,Private,Rural,82.41,45.4,smokes,0
+Female,50,0,0,Yes,Govt_job,Urban,74.72,28.5,never smoked,0
+Male,13,0,0,No,children,Rural,57.37,17.6,Unknown,0
+Male,46,1,0,Yes,Private,Rural,73.72,N/A,smokes,0
+Male,73,1,0,Yes,Private,Urban,88.34,27.5,never smoked,0
+Male,60,0,0,Yes,Private,Rural,101.34,32.8,never smoked,0
+Male,44,0,0,Yes,Private,Rural,119.01,29.5,never smoked,0
+Female,79,0,0,No,Self-employed,Rural,71.98,36.4,never smoked,0
+Female,5,0,0,No,children,Urban,84.91,26.1,Unknown,0
+Female,51,0,0,Yes,Self-employed,Rural,91.63,35.3,Unknown,0
+Female,71,0,0,Yes,Private,Urban,214.77,N/A,Unknown,0
+Male,5,0,0,No,children,Rural,145.71,18.1,Unknown,0
+Female,65,0,0,Yes,Self-employed,Rural,167.31,27.1,never smoked,0
+Female,81,0,0,Yes,Self-employed,Urban,63.65,23,Unknown,0
+Female,46,0,0,No,Private,Rural,79.63,55,Unknown,0
+Male,44,0,0,Yes,Govt_job,Rural,87.49,26.6,never smoked,0
+Female,54,1,0,Yes,Private,Rural,98.74,N/A,never smoked,0
+Female,25,0,0,No,Private,Rural,92.82,24.1,never smoked,0
+Male,49,0,0,Yes,Govt_job,Urban,72.2,30.3,formerly smoked,0
+Male,80,0,1,Yes,Govt_job,Rural,181.23,32.2,formerly smoked,0
+Female,22,0,0,No,Private,Urban,63.37,26.5,never smoked,0
+Female,61,0,0,Yes,Private,Urban,74.82,30.6,never smoked,0
+Female,3,0,0,No,children,Rural,97.6,25.8,Unknown,0
+Male,50,0,0,Yes,Private,Rural,93.04,41.9,smokes,0
+Male,45,0,0,Yes,Private,Rural,97.12,29.2,never smoked,0
+Male,55,1,0,Yes,Self-employed,Rural,82.81,44.3,never smoked,0
+Female,21,0,0,No,Private,Urban,134.45,29.1,never smoked,0
+Male,0.8,0,0,No,children,Rural,98.67,17.5,Unknown,0
+Male,50,0,1,No,Private,Urban,85.82,31.9,never smoked,0
+Male,73,0,1,Yes,Self-employed,Rural,189.45,32.2,never smoked,0
+Female,58,0,1,Yes,Private,Rural,144.16,26,smokes,0
+Male,30,0,0,No,Private,Rural,82.56,25.4,formerly smoked,0
+Female,55,1,0,Yes,Private,Urban,206.4,54.8,never smoked,0
+Male,57,0,0,Yes,Self-employed,Urban,67.97,27.9,never smoked,0
+Female,80,0,0,Yes,Govt_job,Urban,84.86,N/A,Unknown,0
+Female,77,1,0,Yes,Self-employed,Urban,71.7,32.8,never smoked,0
+Female,29,0,0,No,Private,Urban,72.02,34,formerly smoked,0
+Female,46,0,0,Yes,Private,Urban,61.81,25.5,Unknown,0
+Female,40,0,0,Yes,Private,Urban,103.09,35.6,Unknown,0
+Male,29,0,0,No,Private,Urban,73.75,28.3,never smoked,0
+Female,37,0,0,Yes,Private,Rural,156.7,36.9,never smoked,0
+Female,35,0,0,Yes,Self-employed,Urban,70.87,22.1,formerly smoked,0
+Male,54,0,0,Yes,Self-employed,Rural,138.47,31.5,never smoked,0
+Female,56,0,1,Yes,Private,Rural,64.66,26.7,formerly smoked,0
+Female,26,0,0,Yes,Private,Rural,91.88,24.9,formerly smoked,0
+Female,75,0,0,Yes,Self-employed,Rural,74.79,32.4,never smoked,0
+Female,44,0,0,No,Private,Rural,78.18,32.2,never smoked,0
+Male,63,0,0,Yes,Private,Rural,77.82,30.3,Unknown,0
+Female,17,0,0,No,Private,Rural,112.23,28.7,never smoked,0
+Male,46,0,1,Yes,Private,Urban,178.76,24.1,never smoked,0
+Female,47,0,0,Yes,Private,Rural,121.43,25.3,never smoked,0
+Female,50,0,0,Yes,Private,Rural,94.22,24.8,never smoked,0
+Female,49,0,0,Yes,Private,Rural,67.27,N/A,formerly smoked,0
+Male,76,1,0,Yes,Self-employed,Rural,197.58,34.8,formerly smoked,0
+Male,47,0,0,Yes,Private,Rural,86.37,39.2,smokes,0
+Female,47,0,0,Yes,Private,Urban,112.09,24.7,smokes,0
+Male,49,0,0,Yes,Private,Urban,199.96,28.6,never smoked,0
+Male,71,0,0,Yes,Private,Urban,85.33,27.7,never smoked,0
+Female,65,0,0,No,Self-employed,Rural,86.33,33.1,never smoked,0
+Female,40,0,0,No,Private,Urban,80.47,27.3,smokes,0
+Female,82,1,0,Yes,Private,Urban,62.46,20.3,formerly smoked,0
+Female,64,0,0,Yes,Govt_job,Rural,78.85,33.9,never smoked,0
+Male,72,0,0,Yes,Self-employed,Rural,72.09,N/A,smokes,0
+Female,50,0,0,Yes,Self-employed,Rural,103.81,28.3,never smoked,0
+Female,40,0,0,No,Private,Urban,78.04,32.4,smokes,0
+Female,74,0,0,Yes,Self-employed,Rural,94.67,19.7,Unknown,0
+Female,30,0,0,Yes,Govt_job,Rural,62.25,33.7,never smoked,0
+Male,68,0,0,Yes,Private,Urban,155.17,35.5,never smoked,0
+Male,6,0,0,No,children,Urban,83.28,20,Unknown,0
+Male,4,0,0,No,children,Urban,132.41,16.3,Unknown,0
+Female,60,0,0,Yes,Private,Rural,62.78,36.4,Unknown,0
+Female,59,0,0,Yes,Private,Urban,89.96,28.1,Unknown,0
+Female,72,0,0,Yes,Self-employed,Rural,103.25,26.9,formerly smoked,0
+Female,62,0,0,Yes,Private,Rural,126.99,29.4,formerly smoked,0
+Female,13,0,0,No,children,Rural,102.27,17.2,never smoked,0
+Male,72,0,1,Yes,Self-employed,Rural,113.63,26.5,Unknown,0
+Male,1.08,0,0,No,children,Urban,86.09,19.5,Unknown,0
+Male,35,0,0,Yes,Private,Rural,108.08,30.6,formerly smoked,0
+Male,54,0,0,Yes,Private,Urban,108.34,31.9,never smoked,0
+Male,40,0,0,Yes,Private,Rural,56.07,26.6,never smoked,0
+Female,3,0,0,No,children,Urban,82.91,19.9,Unknown,0
+Male,2,0,0,No,children,Urban,94.75,18,Unknown,0
+Male,41,0,0,Yes,Private,Rural,101.79,26.7,Unknown,0
+Female,61,0,0,Yes,Private,Rural,88.41,25.3,formerly smoked,0
+Male,58,0,0,Yes,Govt_job,Urban,101.05,31.4,Unknown,0
+Male,17,0,0,No,Private,Urban,85.07,21.1,never smoked,0
+Female,64,0,0,No,Govt_job,Rural,108.1,17.9,never smoked,0
+Female,32,0,0,No,Self-employed,Rural,93.17,27.5,smokes,0
+Female,42,0,0,Yes,Private,Urban,158.89,37.6,smokes,0
+Male,39,0,0,Yes,Private,Rural,205.77,24.1,never smoked,0
+Female,10,0,0,No,children,Urban,112.34,18.1,Unknown,0
+Female,78,0,0,Yes,Private,Urban,119.03,31,never smoked,0
+Female,68,0,0,Yes,Private,Urban,237.21,26.6,smokes,0
+Female,24,0,0,Yes,Private,Urban,89.68,38.7,never smoked,0
+Male,59,1,1,Yes,Private,Rural,246.53,27.2,formerly smoked,0
+Female,45,0,0,Yes,Private,Urban,89.05,27.8,formerly smoked,0
+Male,12,0,0,No,children,Rural,81.74,28.3,Unknown,0
+Female,37,0,0,Yes,Private,Rural,98.12,27.5,never smoked,0
+Female,43,0,0,Yes,Self-employed,Rural,105.59,43.3,smokes,0
+Male,12,0,0,No,children,Rural,86,20.1,formerly smoked,0
+Male,13,0,0,No,children,Urban,65.51,25.9,Unknown,0
+Male,74,0,0,Yes,Self-employed,Urban,61.78,25.8,Unknown,0
+Female,2,0,0,No,children,Rural,109.56,16.4,Unknown,0
+Female,59,0,0,Yes,Self-employed,Urban,65.82,29.4,never smoked,0
+Female,21,0,0,No,Private,Urban,90.16,28.9,smokes,0
+Female,55,0,0,Yes,Private,Urban,64.45,26.7,never smoked,0
+Female,14,0,0,No,children,Urban,91.85,27.8,never smoked,0
+Female,53,0,0,Yes,Private,Rural,97.89,38.7,formerly smoked,0
+Male,75,0,0,Yes,Govt_job,Rural,206.33,26.8,never smoked,0
+Male,37,0,0,Yes,Govt_job,Rural,74.29,36.1,never smoked,0
+Female,49,0,0,Yes,Private,Rural,107.4,26.7,smokes,0
+Male,55,0,0,Yes,Private,Urban,87.72,27,Unknown,0
+Male,57,0,0,Yes,Private,Rural,85.99,21.2,Unknown,0
+Female,45,0,0,Yes,Private,Urban,100.84,21,never smoked,0
+Male,46,0,0,No,Private,Urban,124.61,37.4,Unknown,0
+Female,12,0,0,No,children,Urban,86.55,26.5,Unknown,0
+Male,12,0,0,No,children,Rural,90.42,28.9,Unknown,0
+Female,77,0,0,Yes,Private,Rural,100.85,29.5,smokes,0
+Male,6,0,0,No,children,Urban,87.74,17.7,Unknown,0
+Male,76,1,0,Yes,Private,Rural,80.15,34.9,formerly smoked,0
+Female,52,0,0,Yes,Private,Urban,107.29,28.1,never smoked,0
+Male,62,0,0,Yes,Private,Urban,206.98,36.8,smokes,0
+Male,82,1,0,Yes,Private,Rural,227.28,33.3,never smoked,0
+Male,69,0,1,Yes,Private,Rural,80.43,29.2,Unknown,0
+Male,78,0,1,Yes,Self-employed,Urban,228.7,34,Unknown,0
+Male,37,0,0,Yes,Private,Urban,120.07,33.9,smokes,0
+Female,50,0,0,Yes,Private,Rural,93.47,28.7,never smoked,0
+Female,41,0,0,Yes,Private,Urban,80.77,21.1,never smoked,0
+Male,54,0,0,Yes,Private,Rural,150.27,38.2,smokes,0
+Male,43,0,0,Yes,Private,Urban,81.94,27.7,smokes,0
+Female,37,0,0,Yes,Private,Urban,70.75,35.8,Unknown,0
+Male,9,0,0,No,children,Urban,83.83,27.1,Unknown,0
+Female,11,0,0,No,children,Urban,73.66,20.5,never smoked,0
+Male,56,1,0,Yes,Private,Urban,102.37,35.6,never smoked,0
+Female,5,0,0,No,children,Rural,77.83,15.6,Unknown,0
+Female,17,0,0,No,Private,Urban,70.01,43,Unknown,0
+Female,6,0,0,No,children,Rural,119.88,17.8,Unknown,0
+Male,25,0,0,Yes,Private,Rural,78.29,N/A,smokes,0
+Female,57,0,0,Yes,Private,Rural,169.97,25.8,never smoked,0
+Male,18,0,0,No,Private,Rural,123.79,20.5,Unknown,0
+Male,2,0,0,No,children,Urban,80.98,19.9,Unknown,0
+Female,76,0,0,Yes,Govt_job,Rural,84.21,24.4,never smoked,0
+Male,1,0,0,No,children,Urban,101.31,18.3,Unknown,0
+Male,54,0,0,Yes,Private,Urban,86.26,35.1,formerly smoked,0
+Female,45,0,0,Yes,Private,Urban,92.86,35.1,formerly smoked,0
+Female,54,0,1,Yes,Private,Urban,140.28,37.1,formerly smoked,0
+Male,67,0,0,Yes,Govt_job,Rural,244.28,29.4,formerly smoked,0
+Male,53,0,0,Yes,Private,Urban,124.16,31.7,never smoked,0
+Male,47,0,0,Yes,Private,Rural,93.55,31.4,never smoked,0
+Male,44,0,0,Yes,Private,Urban,99.34,33.1,never smoked,0
+Male,65,0,0,Yes,Private,Urban,59.87,28.5,smokes,0
+Female,40,0,0,Yes,Private,Rural,72.76,24,formerly smoked,0
+Female,3,0,0,No,children,Rural,68.34,18,Unknown,0
+Male,81,0,0,Yes,Self-employed,Urban,61.1,27.6,smokes,0
+Female,24,0,0,No,Private,Rural,120.77,16.9,never smoked,0
+Male,9,0,0,No,children,Rural,60.39,16.4,Unknown,0
+Female,52,0,0,Yes,Govt_job,Urban,126.34,35.1,never smoked,0
+Female,63,0,0,Yes,Private,Rural,93.24,28.8,never smoked,0
+Female,78,0,0,Yes,Private,Rural,154.75,17.6,never smoked,0
+Female,22,0,0,No,Private,Rural,62.81,21.3,never smoked,0
+Female,2,0,0,No,children,Rural,65.96,19.7,Unknown,0
+Female,79,0,0,Yes,Private,Rural,79.53,37.3,never smoked,0
+Female,49,0,0,Yes,Private,Rural,96.85,35.5,never smoked,0
+Female,74,0,0,Yes,Govt_job,Urban,251.99,25.5,never smoked,0
+Male,62,0,0,Yes,Private,Rural,115.13,30,smokes,0
+Male,16,0,0,No,children,Urban,102.3,21.9,Unknown,0
+Male,62,0,0,Yes,Self-employed,Urban,78.99,45.5,never smoked,0
+Male,27,0,0,No,Private,Rural,191.79,N/A,smokes,0
+Female,50,1,0,Yes,Self-employed,Rural,68.8,34.9,never smoked,0
+Female,49,0,0,Yes,Govt_job,Rural,83.84,19.3,formerly smoked,0
+Male,24,0,0,Yes,Private,Urban,94.66,32.1,formerly smoked,0
+Female,21,0,0,No,Private,Rural,107.98,26.9,never smoked,0
+Male,17,0,0,No,Never_worked,Rural,61.01,32.5,Unknown,0
+Female,22,0,0,No,Private,Urban,135.64,19.5,never smoked,0
+Male,13,0,0,No,children,Urban,92.65,31.7,never smoked,0
+Female,21,0,0,No,Private,Rural,121.11,21,Unknown,0
+Male,51,1,0,Yes,Private,Rural,163.56,N/A,formerly smoked,0
+Male,8,0,0,No,children,Urban,107.69,20.3,Unknown,0
+Male,48,0,0,Yes,Self-employed,Rural,216.88,N/A,smokes,0
+Female,16,0,0,No,Private,Rural,70.15,21.5,Unknown,0
+Male,18,0,0,No,Private,Urban,83.02,40.4,Unknown,0
+Male,7,0,0,No,children,Urban,87.94,N/A,Unknown,0
+Male,68,1,0,Yes,Govt_job,Urban,222.29,30.1,never smoked,0
+Male,49,1,0,Yes,Govt_job,Urban,139.43,40.2,formerly smoked,0
+Female,80,0,0,Yes,Private,Urban,213.11,34.7,never smoked,0
+Male,31,0,0,Yes,Private,Rural,77.23,25.9,smokes,0
+Female,25,0,0,Yes,Private,Urban,58.48,23.7,never smoked,0
+Female,39,0,0,No,Govt_job,Rural,87.33,34.3,never smoked,0
+Male,35,0,0,Yes,Private,Rural,102.34,34.3,never smoked,0
+Female,71,0,0,Yes,Self-employed,Rural,151.3,26.3,never smoked,0
+Female,71,0,0,Yes,Self-employed,Urban,144.23,22.1,formerly smoked,0
+Female,40,0,0,Yes,Govt_job,Rural,110.6,33.3,formerly smoked,0
+Female,41,0,0,Yes,Govt_job,Urban,80.28,37.3,never smoked,0
+Male,2,0,0,No,children,Rural,111.02,20.5,Unknown,0
+Female,3,0,0,No,children,Rural,114.88,19.1,Unknown,0
+Male,53,1,0,Yes,Self-employed,Urban,227.51,34.7,formerly smoked,0
+Male,1.88,0,0,No,children,Urban,111.65,16.3,Unknown,0
+Male,60,1,1,Yes,Private,Urban,201.01,28,never smoked,0
+Female,5,0,0,No,children,Urban,129.01,17.2,Unknown,0
+Female,30,0,0,Yes,Private,Rural,124.08,41.1,Unknown,0
+Female,49,1,0,Yes,Govt_job,Rural,107.91,25,Unknown,0
+Male,68,1,0,Yes,Private,Rural,95.4,27.5,never smoked,0
+Female,23,0,0,No,Private,Rural,65.9,21.5,never smoked,0
+Male,2,0,0,No,children,Urban,78.98,15.1,Unknown,0
+Male,24,0,0,No,Self-employed,Rural,111.33,29.6,formerly smoked,0
+Female,41,0,0,Yes,Private,Rural,104.36,30.2,never smoked,0
+Female,63,0,0,Yes,Govt_job,Urban,123.87,34.9,Unknown,0
+Male,64,0,0,Yes,Self-employed,Rural,210,30.7,formerly smoked,0
+Male,38,0,0,No,Private,Rural,86.86,36.5,Unknown,0
+Female,1.24,0,0,No,children,Rural,113.96,21.5,Unknown,0
+Female,38,0,0,Yes,Private,Rural,81.28,33.2,smokes,0
+Female,43,0,0,Yes,Private,Rural,102.5,50.2,never smoked,0
+Female,27,0,0,No,Private,Rural,78.05,22.3,never smoked,0
+Female,61,1,1,Yes,Private,Urban,237.58,N/A,formerly smoked,0
+Male,42,0,0,Yes,Self-employed,Urban,86.07,27.3,Unknown,0
+Male,46,0,0,Yes,Private,Rural,59.05,28.3,formerly smoked,0
+Male,67,0,1,Yes,Self-employed,Rural,95.88,31.9,Unknown,0
+Female,34,0,0,Yes,Govt_job,Rural,70.18,24.9,Unknown,0
+Male,51,0,0,Yes,Private,Rural,111.13,32.7,formerly smoked,0
+Female,77,0,0,Yes,Private,Urban,79.3,26.4,Unknown,0
+Female,30,0,0,No,Self-employed,Urban,65.84,24.8,smokes,0
+Female,81,0,1,Yes,Private,Rural,123.49,30.7,smokes,0
+Female,12,0,0,No,children,Rural,207.45,25.4,smokes,0
+Male,18,0,0,No,Private,Rural,143.45,32,smokes,0
+Female,35,0,0,Yes,Govt_job,Rural,89.11,24.4,never smoked,0
+Female,82,0,0,Yes,Govt_job,Rural,58.3,20.4,never smoked,0
+Male,53,1,0,Yes,Self-employed,Urban,78.68,29.5,never smoked,0
+Male,75,0,0,Yes,Govt_job,Urban,98.91,24.4,never smoked,0
+Female,32,0,0,No,Private,Rural,67.92,22.8,smokes,0
+Female,27,0,0,No,Private,Rural,73,20,never smoked,0
+Male,56,0,0,Yes,Private,Rural,97.5,36.3,formerly smoked,0
+Male,71,0,0,Yes,Private,Urban,108.43,32.8,smokes,0
+Male,78,0,0,Yes,Private,Urban,90.43,34.4,formerly smoked,0
+Female,44,0,0,No,Private,Urban,76.3,30.5,never smoked,0
+Male,62,0,0,Yes,Private,Rural,121.27,29.7,smokes,0
+Male,27,0,0,No,Private,Urban,119.67,36.9,Unknown,0
+Female,42,0,1,Yes,Govt_job,Urban,226.93,34.2,smokes,0
+Female,66,0,1,Yes,Govt_job,Rural,76.11,37,Unknown,0
+Female,25,0,0,Yes,Govt_job,Urban,93.23,N/A,smokes,0
+Female,82,0,0,Yes,Private,Urban,253.16,47.5,Unknown,0
+Female,49,0,0,Yes,Private,Urban,101.02,24.2,smokes,0
+Female,77,1,0,Yes,Self-employed,Rural,238.53,30.6,never smoked,0
+Female,59,0,0,Yes,Private,Rural,79.18,52.8,formerly smoked,0
+Female,54,0,0,Yes,Private,Urban,207.79,38.6,never smoked,0
+Female,38,0,0,Yes,Private,Rural,196.2,32.8,never smoked,0
+Female,55,0,0,Yes,Private,Urban,231.76,42.9,never smoked,0
+Female,13,0,0,No,children,Rural,93.3,25.9,Unknown,0
+Female,45,0,0,Yes,Private,Urban,110.47,24.7,smokes,0
+Female,54,0,0,Yes,Self-employed,Rural,77.52,35.8,never smoked,0
+Male,30,0,0,Yes,Private,Urban,91.23,N/A,smokes,0
+Female,51,0,0,Yes,Private,Rural,216.92,31.2,Unknown,0
+Female,47,0,0,Yes,Private,Urban,157.01,26.1,smokes,0
+Male,25,0,0,Yes,Private,Urban,93.51,30.8,never smoked,0
+Male,61,1,0,Yes,Self-employed,Rural,102.54,40.5,never smoked,0
+Female,55,0,0,Yes,Private,Rural,87.78,25.2,formerly smoked,0
+Female,23,0,0,No,Private,Urban,126.67,28.7,smokes,0
+Male,71,1,0,Yes,Self-employed,Rural,93.6,N/A,never smoked,0
+Male,59,0,1,Yes,Self-employed,Rural,194.98,30.4,Unknown,0
+Male,4,0,0,No,children,Rural,99.96,15.2,Unknown,0
+Male,65,0,0,Yes,Private,Urban,58.87,36.6,never smoked,0
+Female,50,0,0,No,Self-employed,Urban,77.67,34.5,Unknown,0
+Male,42,0,0,Yes,Private,Urban,83.14,23.7,never smoked,0
+Male,51,0,0,Yes,Self-employed,Urban,69.18,35.7,smokes,0
+Male,66,0,0,Yes,Govt_job,Rural,218.54,38.9,smokes,0
+Female,22,1,0,No,Private,Urban,71.22,40,never smoked,0
+Male,5,0,0,No,children,Urban,82.41,18.4,Unknown,0
+Male,19,0,0,No,Self-employed,Rural,82.07,29,never smoked,0
+Female,47,0,0,Yes,Self-employed,Urban,73,20.6,never smoked,0
+Male,12,0,0,No,children,Rural,127.25,28.2,Unknown,0
+Female,53,0,0,Yes,Private,Rural,72.63,66.8,Unknown,0
+Female,26,0,0,No,Private,Rural,108.2,26.2,never smoked,0
+Male,62,1,1,Yes,Private,Urban,123.95,34.8,formerly smoked,0
+Female,81,1,0,Yes,Private,Urban,58.71,34.5,never smoked,0
+Male,63,0,0,Yes,Private,Rural,98.46,30.6,never smoked,0
+Female,25,0,0,Yes,Private,Rural,68.78,55.1,formerly smoked,0
+Male,8,0,0,No,children,Rural,133.63,18.8,Unknown,0
+Male,76,0,1,Yes,Self-employed,Rural,101.43,29.1,Unknown,0
+Female,44,0,0,No,Private,Rural,65.3,22.1,smokes,0
+Female,65,0,0,Yes,Private,Urban,72.49,28.9,smokes,0
+Female,54,0,0,Yes,Private,Urban,65.49,34.7,Unknown,0
+Female,24,0,0,No,Govt_job,Urban,63.4,20.3,smokes,0
+Female,65,0,0,Yes,Self-employed,Rural,105.29,25.1,formerly smoked,0
+Male,12,0,0,No,children,Urban,64.08,18.2,Unknown,0
+Female,33,0,0,No,Private,Urban,78.34,25.5,never smoked,0
+Female,74,0,0,Yes,Private,Rural,66.32,34.4,formerly smoked,0
+Female,18,0,0,No,Private,Rural,168.15,48.5,never smoked,0
+Female,77,0,0,Yes,Private,Rural,93.48,25.2,formerly smoked,0
+Male,48,1,0,Yes,Self-employed,Urban,79.2,32.5,never smoked,0
+Male,52,0,0,Yes,Private,Rural,107.45,42.1,formerly smoked,0
+Male,23,0,0,No,Private,Rural,83.86,19.5,never smoked,0
+Male,25,0,0,Yes,Private,Rural,119.96,27.7,never smoked,0
+Female,44,0,0,Yes,Private,Rural,70.58,25.1,never smoked,0
+Female,78,0,0,No,Private,Rural,87.7,29.6,never smoked,0
+Female,37,0,0,Yes,Govt_job,Urban,65.29,32.9,never smoked,0
+Female,32,0,0,Yes,Private,Urban,97.14,55.9,never smoked,0
+Male,67,0,0,Yes,Private,Urban,110.68,25.1,formerly smoked,0
+Female,41,0,0,Yes,Govt_job,Urban,91.93,24.7,smokes,0
+Male,2,0,0,No,children,Urban,88.54,17.5,Unknown,0
+Female,75,1,0,Yes,Private,Urban,183,20.8,Unknown,0
+Female,17,0,0,No,Govt_job,Rural,115.93,23.3,never smoked,0
+Female,13,0,0,No,children,Urban,99.13,22.8,Unknown,0
+Female,25,0,0,Yes,Private,Rural,69.24,26.6,never smoked,0
+Female,57,0,0,Yes,Private,Rural,102.28,25.5,never smoked,0
+Male,31,0,0,Yes,Private,Urban,71.31,25.8,never smoked,0
+Male,61,0,0,Yes,Private,Rural,89.75,25.4,never smoked,0
+Male,46,0,0,Yes,Private,Urban,87.66,57.3,never smoked,0
+Male,47,0,0,No,Private,Rural,237.17,N/A,Unknown,0
+Female,15,0,0,No,children,Urban,81.11,20.2,Unknown,0
+Male,47,0,0,Yes,Private,Urban,178.33,27.7,never smoked,0
+Female,68,0,0,Yes,Private,Rural,81.38,23.1,Unknown,0
+Male,0.4,0,0,No,children,Urban,109.56,14.3,Unknown,0
+Female,40,0,0,No,Private,Rural,70.45,23.3,smokes,0
+Female,62,0,0,Yes,Govt_job,Rural,73.44,23.4,Unknown,0
+Female,45,0,0,Yes,Private,Urban,146.44,22.8,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,65.04,30.9,never smoked,0
+Female,35,0,0,Yes,Self-employed,Rural,151.25,28.4,Unknown,0
+Male,51,0,0,No,Private,Rural,106.41,41.9,smokes,0
+Male,60,1,0,Yes,Private,Urban,197.09,34.3,Unknown,0
+Male,59,0,0,Yes,Private,Urban,93.58,25.1,smokes,0
+Female,1.24,0,0,No,children,Rural,122.04,10.3,Unknown,0
+Female,18,0,0,No,Private,Rural,80.06,31.8,Unknown,0
+Female,81,0,1,Yes,Private,Urban,84.93,31.8,Unknown,0
+Male,15,0,0,No,Self-employed,Urban,68.4,23,never smoked,0
+Female,73,0,0,No,Govt_job,Urban,62.99,25.4,formerly smoked,0
+Female,0.08,0,0,No,children,Urban,139.67,14.1,Unknown,0
+Male,53,0,0,Yes,Govt_job,Urban,113.4,35.1,smokes,0
+Male,45,0,0,Yes,Self-employed,Urban,101.92,26.9,Unknown,0
+Male,70,1,0,Yes,Private,Urban,65.98,33,formerly smoked,0
+Male,56,0,0,Yes,Private,Urban,84.3,22.1,Unknown,0
+Female,7,0,0,No,children,Urban,61.42,20.8,Unknown,0
+Female,66,0,0,Yes,Govt_job,Rural,85.52,30,never smoked,0
+Female,53,0,0,Yes,Govt_job,Urban,83.79,44,Unknown,0
+Female,20,0,0,No,Private,Urban,73.83,16.6,Unknown,0
+Female,15,0,0,No,Private,Rural,69.38,28.4,never smoked,0
+Male,51,0,0,Yes,Private,Urban,66.11,26.3,never smoked,0
+Male,34,0,0,Yes,Private,Urban,149.62,39.4,formerly smoked,0
+Female,33,0,0,Yes,Private,Urban,242.84,15.7,smokes,0
+Female,53,1,0,Yes,Private,Urban,202.66,34.1,smokes,0
+Male,69,0,1,Yes,Private,Rural,216.9,29.8,formerly smoked,0
+Female,28,0,0,No,Private,Urban,103.78,23.6,Unknown,0
+Female,81,0,0,Yes,Self-employed,Rural,114.88,18.3,formerly smoked,0
+Female,20,0,0,No,Private,Urban,75.94,28.3,never smoked,0
+Female,1.48,0,0,No,children,Rural,55.51,18.5,Unknown,0
+Male,2,0,0,No,children,Rural,93.74,18.4,Unknown,0
+Male,77,0,0,Yes,Private,Urban,71.44,24.1,smokes,0
+Female,38,0,0,Yes,Govt_job,Urban,58.29,25.5,formerly smoked,0
+Male,23,0,0,Yes,Private,Urban,115.83,25.3,never smoked,0
+Female,67,0,0,Yes,Private,Urban,102.71,39.9,formerly smoked,0
+Male,59,0,0,Yes,Govt_job,Urban,99.69,28.8,smokes,0
+Female,41,0,0,Yes,Self-employed,Rural,102.89,37.2,formerly smoked,0
+Male,76,0,1,Yes,Private,Urban,79.05,N/A,Unknown,0
+Female,21,0,0,No,Govt_job,Rural,56.63,49.8,never smoked,0
+Male,41,0,0,Yes,Private,Rural,87.34,34.3,formerly smoked,0
+Male,54,0,0,Yes,Private,Rural,109.51,29,never smoked,0
+Female,29,0,0,No,Private,Urban,81.43,N/A,formerly smoked,0
+Female,25,0,0,No,Private,Urban,78.59,37.2,never smoked,0
+Female,48,0,1,Yes,Self-employed,Urban,101.22,N/A,formerly smoked,0
+Female,6,0,0,No,children,Urban,78.26,19.4,Unknown,0
+Male,21,0,0,No,Private,Rural,105.47,26.2,never smoked,0
+Female,32,0,0,No,Private,Urban,68.19,21.1,never smoked,0
+Female,57,1,0,Yes,Private,Urban,210,N/A,never smoked,0
+Female,64,0,0,Yes,Self-employed,Rural,114.47,31.6,smokes,0
+Male,70,0,0,Yes,Private,Urban,66.85,29.3,Unknown,0
+Male,44,0,0,Yes,Private,Rural,94.71,28.4,smokes,0
+Female,60,0,1,Yes,Private,Urban,208.05,35.3,smokes,0
+Female,56,0,0,Yes,Private,Rural,222.6,40.1,smokes,0
+Male,53,0,0,Yes,Private,Urban,80.81,39,formerly smoked,0
+Male,59,0,0,Yes,Private,Rural,64.51,31.5,never smoked,0
+Female,53,1,0,Yes,Private,Urban,151.56,28.5,Unknown,0
+Male,63,0,0,Yes,Private,Urban,199.14,28.5,never smoked,0
+Female,42,0,0,No,Self-employed,Rural,73.41,56,smokes,0
+Female,63,0,0,Yes,Private,Urban,109.65,28.6,formerly smoked,0
+Female,52,0,0,Yes,Govt_job,Rural,69.11,35.2,never smoked,0
+Female,62,0,0,Yes,Private,Urban,114.41,32.5,never smoked,0
+Female,68,0,0,Yes,Private,Urban,103.46,35.9,never smoked,0
+Female,36,0,0,Yes,Private,Rural,95.36,25.1,never smoked,0
+Female,3,0,0,No,children,Urban,57.33,16.8,Unknown,0
+Female,40,0,0,Yes,Private,Rural,191.48,27.9,smokes,0
+Female,8,0,0,No,children,Rural,71.63,16.3,Unknown,0
+Male,58,0,0,Yes,Private,Urban,94,N/A,Unknown,0
+Male,45,0,1,Yes,Private,Rural,93.77,N/A,Unknown,0
+Female,65,0,0,Yes,Private,Urban,84.75,21.4,Unknown,0
+Female,28,0,0,No,Private,Rural,89.24,32.7,formerly smoked,0
+Female,40,0,0,Yes,Private,Urban,70.13,23.6,never smoked,0
+Female,65,0,0,Yes,Private,Urban,82.26,19.8,formerly smoked,0
+Male,58,1,0,Yes,Private,Urban,200.16,33.1,never smoked,0
+Male,44,0,0,Yes,Private,Urban,80.73,28.1,smokes,0
+Female,54,0,0,Yes,Private,Urban,75.09,38.9,formerly smoked,0
+Female,79,0,0,Yes,Self-employed,Urban,80.57,23.8,never smoked,0
+Female,62,1,0,No,Private,Rural,77.04,33.8,formerly smoked,0
+Male,37,0,0,Yes,Private,Urban,145.26,26.7,Unknown,0
+Male,66,0,0,Yes,Private,Urban,190.4,N/A,formerly smoked,0
+Male,63,0,0,Yes,Self-employed,Urban,82.08,32.2,formerly smoked,0
+Female,27,0,0,No,Private,Rural,103.35,28.1,formerly smoked,0
+Male,6,0,0,No,children,Urban,97.46,21.3,Unknown,0
+Female,30,0,0,Yes,Private,Urban,123.65,44,smokes,0
+Female,15,0,0,No,children,Urban,87.96,21.5,formerly smoked,0
+Female,50,0,0,Yes,Self-employed,Urban,85.92,37.3,smokes,0
+Female,32,0,0,Yes,Private,Urban,80.8,44.8,never smoked,0
+Female,33,0,0,Yes,Self-employed,Rural,99.3,21.4,never smoked,0
+Male,62,0,0,Yes,Private,Rural,62.56,32.3,never smoked,0
+Male,82,0,0,Yes,Private,Urban,144.2,35.4,smokes,0
+Female,71,0,0,Yes,Private,Urban,71.38,19.7,never smoked,0
+Female,20,0,0,No,Private,Urban,95.5,31.3,Unknown,0
+Female,44,0,0,Yes,Govt_job,Urban,67.06,35.5,never smoked,0
+Male,57,0,0,Yes,Private,Rural,70.16,25.8,formerly smoked,0
+Female,50,0,0,Yes,Govt_job,Urban,104.24,32.8,Unknown,0
+Male,50,0,0,Yes,Private,Rural,122.48,35.9,smokes,0
+Female,44,0,0,No,Govt_job,Urban,215.9,41.8,smokes,0
+Female,47,0,0,Yes,Govt_job,Rural,108.56,27.3,formerly smoked,0
+Male,35,0,0,Yes,Private,Urban,69.88,27.7,Unknown,0
+Male,8,0,0,No,children,Rural,91.54,13.4,Unknown,0
+Male,3,0,0,No,children,Rural,65.85,17,Unknown,0
+Female,29,0,0,Yes,Private,Rural,60.74,20,never smoked,0
+Male,36,0,0,No,Private,Rural,233.52,40.9,never smoked,0
+Female,19,0,0,No,Private,Urban,110.7,38.5,never smoked,0
+Female,41,0,0,Yes,Govt_job,Rural,78.93,30.9,formerly smoked,0
+Female,23,0,0,No,Private,Urban,124.5,33.4,Unknown,0
+Male,14,0,0,No,children,Urban,57.95,17.1,Unknown,0
+Male,35,0,0,Yes,Private,Rural,92.82,28.6,Unknown,0
+Male,45,0,0,Yes,Private,Rural,58.25,24,smokes,0
+Female,52,1,0,Yes,Private,Rural,213.54,32,never smoked,0
+Male,19,0,0,No,Private,Urban,74.86,28.4,never smoked,0
+Female,21,0,0,No,Private,Urban,78.35,20.3,Unknown,0
+Male,8,0,0,No,children,Urban,101.26,33.8,Unknown,0
+Female,35,0,0,Yes,Private,Urban,86.87,43.2,Unknown,0
+Female,33,0,0,Yes,Private,Rural,124.01,22.7,Unknown,0
+Female,53,0,0,Yes,Private,Urban,83.41,29.9,never smoked,0
+Male,59,0,1,Yes,Govt_job,Urban,188.69,N/A,formerly smoked,0
+Male,34,0,0,Yes,Private,Rural,86.51,N/A,formerly smoked,0
+Female,31,0,0,No,Self-employed,Rural,70.65,29.9,Unknown,0
+Female,43,0,0,No,Self-employed,Rural,92.4,22.7,Unknown,0
+Female,61,0,0,Yes,Self-employed,Urban,73.36,16.1,never smoked,0
+Female,57,0,0,Yes,Govt_job,Urban,219.5,33.8,formerly smoked,0
+Male,11,0,0,No,children,Rural,105.73,22.6,never smoked,0
+Male,36,0,0,Yes,Private,Rural,83.79,25.5,smokes,0
+Female,16,0,0,No,Private,Urban,58.02,22.5,Unknown,0
+Female,60,0,0,Yes,Govt_job,Rural,61.94,27.9,formerly smoked,0
+Male,13,0,0,No,children,Rural,99.71,23.5,Unknown,0
+Female,69,0,0,Yes,Self-employed,Rural,63.19,32.2,never smoked,0
+Male,69,1,0,Yes,Private,Rural,107.11,N/A,smokes,0
+Female,22,0,0,No,Private,Urban,56.84,29.9,smokes,0
+Male,63,0,0,Yes,Govt_job,Rural,217.66,28.7,formerly smoked,0
+Female,45,0,0,Yes,Private,Rural,77.19,37.2,smokes,0
+Male,58,0,0,No,Private,Rural,76.22,22.2,formerly smoked,0
+Male,61,0,0,Yes,Self-employed,Rural,155.32,26.6,formerly smoked,0
+Female,30,0,0,Yes,Private,Urban,70.67,24.6,smokes,0
+Female,78,1,1,Yes,Private,Urban,227.16,41.7,never smoked,0
+Female,68,0,0,Yes,Private,Rural,58.69,26.2,formerly smoked,0
+Female,16,0,0,No,Self-employed,Urban,88.85,27.1,Unknown,0
+Female,38,1,0,Yes,Private,Urban,137.94,41.8,never smoked,0
+Female,39,0,0,Yes,Private,Urban,60.6,34.2,never smoked,0
+Female,51,0,0,Yes,Private,Rural,93.67,19.2,never smoked,0
+Male,37,0,0,Yes,Private,Urban,79.56,25.2,never smoked,0
+Male,16,0,0,No,Private,Rural,122.46,18.7,never smoked,0
+Male,39,0,0,Yes,Private,Urban,92.32,43,never smoked,0
+Male,24,1,0,Yes,Private,Rural,80.63,28.2,smokes,0
+Male,51,0,0,Yes,Govt_job,Urban,92.32,34.7,smokes,0
+Female,50,1,0,Yes,Govt_job,Urban,59.89,25.5,never smoked,0
+Female,27,0,0,Yes,Private,Urban,80.57,39.8,smokes,0
+Female,73,0,0,Yes,Self-employed,Urban,88.52,20.8,formerly smoked,0
+Female,65,0,0,Yes,Private,Urban,88.82,28.2,formerly smoked,0
+Female,76,1,1,Yes,Private,Rural,102.08,31,smokes,0
+Male,66,0,0,Yes,Self-employed,Urban,71.38,N/A,formerly smoked,0
+Female,53,0,0,Yes,Govt_job,Rural,84.9,21.6,never smoked,0
+Female,65,0,0,Yes,Self-employed,Urban,82.21,26.2,Unknown,0
+Female,48,0,0,Yes,Self-employed,Rural,209.9,N/A,smokes,0
+Male,31,0,0,Yes,Private,Urban,74.05,26,Unknown,0
+Male,1.72,0,0,No,children,Urban,90.46,22.5,Unknown,0
+Female,45,0,0,Yes,Private,Rural,176.48,24,formerly smoked,0
+Male,56,0,0,Yes,Self-employed,Urban,94.07,31.5,never smoked,0
+Male,62,0,0,Yes,Self-employed,Urban,85.12,36.3,formerly smoked,0
+Female,35,0,0,No,Private,Urban,71.81,25.4,Unknown,0
+Male,16,0,0,No,Private,Rural,111.93,32.2,never smoked,0
+Female,31,0,0,Yes,Govt_job,Urban,94.4,39.8,Unknown,0
+Male,5,0,0,No,children,Urban,70,18.6,Unknown,0
+Male,26,0,0,Yes,Private,Rural,95.57,30.7,smokes,0
+Male,10,0,0,No,children,Urban,91.98,16.4,Unknown,0
+Female,22,0,0,No,Private,Urban,66.29,20.5,smokes,0
+Female,82,0,1,Yes,Self-employed,Rural,211.88,28.7,never smoked,0
+Female,50,0,0,Yes,Private,Rural,76.55,29,smokes,0
+Female,47,0,0,Yes,Private,Urban,56.67,24.4,never smoked,0
+Male,31,0,0,Yes,Private,Rural,100.52,29.9,Unknown,0
+Male,22,0,0,No,Private,Rural,58.96,25.3,Unknown,0
+Female,12,0,0,No,children,Rural,81.66,23.5,formerly smoked,0
+Female,63,1,0,Yes,Private,Rural,96.77,20.5,never smoked,0
+Female,78,1,0,Yes,Private,Rural,91.63,33.5,smokes,0
+Male,4,0,0,No,children,Urban,97.51,22,Unknown,0
+Male,76,1,0,Yes,Private,Rural,225.6,29,never smoked,0
+Male,32,0,0,No,Private,Rural,95.58,N/A,smokes,0
+Female,81,1,0,Yes,Self-employed,Rural,210.23,30.7,never smoked,0
+Female,39,0,0,Yes,Private,Urban,92.82,37.4,never smoked,0
+Female,59,0,0,Yes,Private,Rural,234.82,51.8,never smoked,0
+Male,2,0,0,No,children,Rural,65.67,16.6,Unknown,0
+Female,37,0,0,Yes,Private,Urban,74.51,29.5,Unknown,0
+Female,78,0,1,Yes,Private,Rural,81.99,27.3,formerly smoked,0
+Female,75,0,0,Yes,Self-employed,Urban,87.69,27.5,formerly smoked,0
+Male,34,0,0,No,Private,Rural,125.29,33.9,never smoked,0
+Female,48,0,0,Yes,Govt_job,Rural,111.64,27.9,Unknown,0
+Female,13,0,0,No,Never_worked,Urban,70.93,22.9,never smoked,0
+Male,54,1,0,Yes,Private,Urban,89.93,32.1,never smoked,0
+Male,13,0,0,No,children,Rural,137.45,18.2,Unknown,0
+Female,24,0,0,No,Private,Rural,72.06,30.2,formerly smoked,0
+Female,76,0,0,Yes,Private,Rural,97.9,31.3,formerly smoked,0
+Male,1,0,0,No,children,Urban,84.85,20.3,Unknown,0
+Male,57,0,0,Yes,Private,Rural,230.59,23.2,formerly smoked,0
+Male,46,0,0,Yes,Private,Rural,92.81,30.8,Unknown,0
+Female,26,0,0,No,Private,Urban,168.15,22.9,never smoked,0
+Female,56,0,0,Yes,Self-employed,Urban,224.63,42.8,never smoked,0
+Male,34,0,0,Yes,Private,Urban,108.12,22.2,Unknown,0
+Male,25,0,0,No,Private,Rural,85.17,28.7,smokes,0
+Male,60,0,0,No,Private,Urban,84.14,32.3,never smoked,0
+Male,22,0,0,No,Private,Rural,85.57,24.2,formerly smoked,0
+Male,35,0,0,Yes,Private,Urban,82.81,23.9,never smoked,0
+Male,48,1,0,No,Private,Urban,110.53,34.2,never smoked,0
+Female,38,0,0,Yes,Private,Rural,61.88,29,Unknown,0
+Female,12,0,0,No,children,Urban,85.04,29.9,never smoked,0
+Female,22,0,0,No,Private,Urban,140.4,23,smokes,0
+Female,0.64,0,0,No,children,Urban,62.27,17.3,Unknown,0
+Male,13,0,0,No,Private,Rural,99.44,21,never smoked,0
+Female,78,0,1,Yes,Self-employed,Rural,88.9,34.3,Unknown,0
+Female,23,0,0,No,Private,Urban,64.1,19.8,Unknown,0
+Female,35,0,0,No,Private,Urban,97.58,24.3,Unknown,0
+Female,78,1,0,Yes,Private,Rural,58.66,16.4,never smoked,0
+Male,50,0,0,Yes,Govt_job,Urban,88.24,32.6,Unknown,0
+Male,61,0,0,Yes,Private,Urban,61.32,23.7,smokes,0
+Male,60,0,0,Yes,Self-employed,Urban,185.71,N/A,Unknown,0
+Male,43,0,0,Yes,Private,Rural,62.99,27,formerly smoked,0
+Male,60,1,0,Yes,Private,Urban,86.04,25.6,smokes,0
+Female,51,0,0,Yes,Private,Rural,83.3,34,formerly smoked,0
+Female,21,0,0,No,Private,Urban,208.17,24.9,never smoked,0
+Male,16,0,0,No,Private,Rural,133.2,26.3,Unknown,0
+Female,25,0,0,No,Private,Rural,81.54,43.1,Unknown,0
+Female,36,0,0,Yes,Private,Rural,146.61,39.6,never smoked,0
+Female,8,0,0,No,children,Urban,79.33,15.2,Unknown,0
+Female,48,0,0,Yes,Private,Rural,84.56,41.8,never smoked,0
+Male,14,0,0,No,Private,Rural,103.44,20.1,never smoked,0
+Female,60,0,0,Yes,Private,Urban,185.31,39.3,never smoked,0
+Male,61,1,0,Yes,Private,Urban,102.53,28.3,formerly smoked,0
+Female,60,0,0,Yes,Private,Urban,65.78,27.5,Unknown,0
+Male,56,0,0,No,Private,Rural,62.6,33.9,never smoked,0
+Female,9,0,0,No,children,Rural,81.18,20,Unknown,0
+Female,45,0,0,Yes,Private,Rural,76.68,34.8,smokes,0
+Male,14,0,0,No,children,Urban,92.86,20.7,formerly smoked,0
+Male,37,0,0,No,Private,Urban,90.95,24.6,smokes,0
+Female,52,0,1,Yes,Private,Urban,85.66,39.4,never smoked,0
+Female,30,0,0,No,Govt_job,Urban,88.2,N/A,smokes,0
+Female,60,0,0,Yes,Self-employed,Urban,203.04,N/A,smokes,0
+Female,47,0,0,Yes,Self-employed,Rural,68.37,29.4,smokes,0
+Female,82,1,0,Yes,Self-employed,Urban,77.32,24.8,Unknown,0
+Male,64,0,0,Yes,Govt_job,Rural,187.87,32.3,never smoked,0
+Male,12,0,0,No,children,Rural,213.87,25.3,never smoked,0
+Female,79,1,0,Yes,Private,Rural,119.62,39,Unknown,0
+Male,77,0,0,Yes,Private,Urban,222.85,29.4,formerly smoked,0
+Female,25,0,0,No,Private,Rural,100.82,31.9,Unknown,0
+Female,26,0,0,No,Private,Rural,136.1,26.4,Unknown,0
+Male,14,0,0,No,children,Rural,149.42,20.6,Unknown,0
+Female,42,0,0,Yes,Self-employed,Rural,79.99,26.3,never smoked,0
+Male,37,0,0,Yes,Private,Rural,118.21,23.6,Unknown,0
+Male,8,0,0,No,children,Rural,56.3,18,Unknown,0
+Female,78,0,0,Yes,Self-employed,Rural,84.49,26.4,never smoked,0
+Male,18,0,0,No,Private,Rural,89.61,22,never smoked,0
+Male,78,0,0,Yes,Private,Rural,100.09,30.5,Unknown,0
+Female,55,0,0,Yes,Govt_job,Urban,198.36,29.1,smokes,0
+Female,68,0,0,Yes,Self-employed,Rural,93.61,24.9,never smoked,0
+Female,47,0,0,Yes,Private,Rural,75.43,36.4,smokes,0
+Female,47,0,0,Yes,Govt_job,Urban,100.31,31.2,smokes,0
+Female,51,0,0,Yes,Private,Rural,105.63,32.8,never smoked,0
+Male,43,0,0,Yes,Self-employed,Rural,82.84,31.6,never smoked,0
+Female,78,0,0,Yes,Govt_job,Urban,58.88,35.8,Unknown,0
+Male,63,0,0,Yes,Private,Urban,92.27,35.2,formerly smoked,0
+Female,45,0,0,Yes,Private,Urban,115.23,28,never smoked,0
+Female,53,1,1,Yes,Private,Urban,196.25,24.9,smokes,0
+Female,12,0,0,No,children,Rural,85.97,35.7,Unknown,0
+Female,56,0,0,Yes,Private,Urban,114.33,30.7,smokes,0
+Female,29,0,0,Yes,Private,Rural,72.52,33.9,never smoked,0
+Male,10,0,0,No,children,Rural,99.87,N/A,formerly smoked,0
+Female,55,0,0,Yes,Private,Rural,63.47,27.8,Unknown,0
+Female,49,0,0,Yes,Govt_job,Urban,90.58,23.2,Unknown,0
+Female,23,0,0,No,Private,Rural,92.26,17.1,Unknown,0
+Female,53,0,0,Yes,Self-employed,Urban,113.74,31.6,smokes,0
+Male,56,1,0,Yes,Govt_job,Urban,72.79,23.8,smokes,0
+Female,56,0,0,Yes,Self-employed,Rural,94.71,29.6,smokes,0
+Female,61,0,0,Yes,Private,Rural,194.53,45,never smoked,0
+Female,45,0,0,Yes,Private,Urban,72.65,25.6,Unknown,0
+Male,80,1,1,Yes,Private,Urban,86.68,27.7,formerly smoked,0
+Female,47,0,0,Yes,Self-employed,Rural,140.39,25.5,never smoked,0
+Female,3,0,0,No,children,Rural,77.87,18.3,Unknown,0
+Male,63,0,0,Yes,Self-employed,Rural,104.7,21,formerly smoked,0
+Female,68,1,0,Yes,Private,Urban,95.82,28.6,never smoked,0
+Female,76,0,0,Yes,Govt_job,Urban,204.05,23.5,never smoked,0
+Male,62,0,0,Yes,Self-employed,Urban,130.56,36.1,Unknown,0
+Female,30,0,0,Yes,Private,Urban,67.78,29.2,smokes,0
+Female,44,0,0,Yes,Private,Urban,105.29,27.6,formerly smoked,0
+Male,47,0,0,Yes,Self-employed,Urban,135.19,36,smokes,0
+Male,25,0,0,No,Private,Urban,116.12,20.4,smokes,0
+Female,31,0,0,No,Private,Rural,59.63,19.9,never smoked,0
+Male,71,0,0,Yes,Self-employed,Rural,56.43,29.2,formerly smoked,0
+Female,32,0,0,No,Private,Rural,199.18,27.9,never smoked,0
+Male,72,0,0,Yes,Private,Rural,209.26,38.1,formerly smoked,0
+Female,44,0,0,Yes,Govt_job,Urban,91.21,24.1,never smoked,0
+Male,63,0,0,Yes,Govt_job,Urban,95.16,37.8,formerly smoked,0
+Female,37,0,0,Yes,Private,Urban,217.11,29.1,never smoked,0
+Male,54,0,1,Yes,Govt_job,Urban,222.46,35.7,never smoked,0
+Male,20,0,0,No,Private,Rural,70.96,N/A,Unknown,0
+Male,56,0,0,Yes,Private,Rural,82.44,34.5,never smoked,0
+Female,25,0,0,No,Govt_job,Rural,74.11,34.1,smokes,0
+Female,19,0,0,No,Private,Urban,131.23,21.1,Unknown,0
+Male,62,0,0,Yes,Govt_job,Urban,187.52,57.7,never smoked,0
+Female,27,0,0,No,Private,Rural,83.26,22.2,never smoked,0
+Male,5,0,0,No,children,Rural,99.07,20.5,Unknown,0
+Female,20,0,0,No,Private,Urban,76.63,26.2,never smoked,0
+Male,21,0,0,No,Private,Rural,65.09,23.5,never smoked,0
+Male,44,0,0,Yes,Private,Urban,142.31,29.1,smokes,0
+Male,39,1,0,No,Private,Urban,80.99,39.8,Unknown,0
+Male,38,0,0,Yes,Govt_job,Rural,237.74,21.2,never smoked,0
+Male,77,0,0,Yes,Private,Urban,74.26,N/A,formerly smoked,0
+Female,26,0,0,No,Private,Rural,154.08,20.2,formerly smoked,0
+Male,51,0,0,Yes,Private,Rural,78.29,30.8,never smoked,0
+Male,39,0,0,Yes,Private,Urban,164.67,33.8,Unknown,0
+Female,5,0,0,No,children,Rural,59.61,17.1,Unknown,0
+Female,59,0,0,Yes,Self-employed,Urban,67.75,21.3,formerly smoked,0
+Male,67,0,0,Yes,Private,Urban,92.73,N/A,never smoked,0
+Female,45,0,0,Yes,Private,Urban,90.35,22.3,never smoked,0
+Male,43,0,0,Yes,Private,Rural,77.86,28.9,never smoked,0
+Female,80,0,0,Yes,Private,Rural,71.88,26.7,never smoked,0
+Male,42,1,0,Yes,Govt_job,Urban,118.82,41,smokes,0
+Female,8,0,0,No,children,Urban,67.33,16.7,Unknown,0
+Female,68,0,0,No,Govt_job,Urban,121.66,29.1,smokes,0
+Female,5,0,0,No,children,Rural,111.92,23.6,Unknown,0
+Male,57,0,1,Yes,Self-employed,Urban,92.82,27.8,formerly smoked,0
+Male,44,0,0,Yes,Private,Rural,95.46,31.4,smokes,0
+Male,16,0,0,No,Never_worked,Urban,59.99,28.2,never smoked,0
+Female,60,0,0,Yes,Self-employed,Rural,68.96,30.8,Unknown,0
+Female,58,0,0,Yes,Private,Urban,90.26,36.1,never smoked,0
+Female,43,0,0,Yes,Private,Rural,91.9,32.7,formerly smoked,0
+Female,50,0,0,Yes,Private,Urban,91.08,26.4,never smoked,0
+Female,1.48,0,0,No,children,Rural,118.55,20.7,Unknown,0
+Female,5,0,0,No,children,Rural,102.04,18.5,Unknown,0
+Male,9,0,0,No,children,Rural,65.52,33.5,Unknown,0
+Female,67,0,0,Yes,Private,Urban,82.09,14.1,never smoked,0
+Female,21,0,0,Yes,Private,Rural,149.9,23.4,Unknown,0
+Female,36,0,0,Yes,Private,Rural,100.33,23.2,never smoked,0
+Female,70,0,0,Yes,Private,Urban,91.25,36,Unknown,0
+Male,57,0,0,Yes,Private,Rural,89.81,35.6,never smoked,0
+Female,52,0,0,Yes,Private,Urban,97.32,21.8,smokes,0
+Female,28,0,0,No,Private,Rural,75.53,34.9,never smoked,0
+Female,41,0,0,Yes,Private,Rural,121.44,20.4,never smoked,0
+Male,81,0,0,Yes,Self-employed,Urban,83.52,25,never smoked,0
+Female,33,0,0,Yes,Govt_job,Rural,57.92,22.3,Unknown,0
+Female,31,0,0,No,Self-employed,Rural,75.27,27.3,never smoked,0
+Female,42,0,0,No,Private,Urban,80.24,28.9,never smoked,0
+Male,10,0,0,No,children,Urban,88.69,30.4,Unknown,0
+Male,34,0,0,No,Private,Urban,69.09,36.9,formerly smoked,0
+Female,70,0,0,Yes,Self-employed,Rural,62.67,27.7,never smoked,0
+Male,33,0,0,Yes,Private,Urban,98.74,44.4,never smoked,0
+Female,58,0,0,Yes,Private,Rural,56.51,28.2,smokes,0
+Female,25,0,0,No,Private,Rural,65.95,35,never smoked,0
+Female,1.4,0,0,No,children,Urban,129.07,20.6,Unknown,0
+Female,47,0,0,Yes,Private,Urban,62.47,26.5,never smoked,0
+Female,14,0,0,No,children,Urban,69.82,25.1,never smoked,0
+Female,82,0,0,Yes,Private,Urban,99.68,22.2,Unknown,0
+Male,52,0,0,Yes,Govt_job,Urban,223.35,27.3,formerly smoked,0
+Male,72,0,1,Yes,Self-employed,Rural,74.36,27.3,never smoked,0
+Male,52,0,1,Yes,Self-employed,Rural,102.97,41.9,formerly smoked,0
+Female,61,1,0,Yes,Govt_job,Urban,153.38,38.8,never smoked,0
+Female,15,0,0,No,Private,Rural,87.1,18.3,never smoked,0
+Female,1.56,0,0,No,children,Urban,113.4,19.5,Unknown,0
+Male,6,0,0,No,children,Rural,94.88,17.2,Unknown,0
+Male,3,0,0,No,children,Urban,82.73,20.8,Unknown,0
+Male,18,0,0,No,Private,Rural,67.8,23.8,Unknown,0
+Female,53,0,0,Yes,Self-employed,Urban,84.85,24.7,never smoked,0
+Male,58,0,0,Yes,Private,Rural,135.89,23.1,formerly smoked,0
+Female,31,0,0,No,Private,Urban,106.13,22.4,never smoked,0
+Female,29,0,0,Yes,Self-employed,Rural,74.33,29.9,smokes,0
+Female,5,0,0,No,children,Rural,109.4,20,Unknown,0
+Male,40,0,0,Yes,Private,Rural,75.4,28.7,Unknown,0
+Male,75,0,0,Yes,Private,Rural,87.69,26.2,formerly smoked,0
+Male,52,0,0,Yes,Private,Urban,95.85,29.6,smokes,0
+Male,39,0,0,Yes,Private,Urban,90.36,30.8,formerly smoked,0
+Female,40,0,0,No,Private,Rural,63.45,32.7,formerly smoked,0
+Female,78,1,0,Yes,Self-employed,Rural,201.07,21.8,Unknown,0
+Female,39,0,0,Yes,Private,Urban,122.91,35.7,never smoked,0
+Female,17,0,0,No,Private,Rural,55.41,25.4,Unknown,0
+Male,45,1,0,Yes,Private,Urban,60.99,32.8,Unknown,0
+Male,0.56,0,0,No,children,Rural,111.77,21.1,Unknown,0
+Female,13,0,0,No,Private,Urban,77.63,31.7,never smoked,0
+Male,26,0,0,Yes,Private,Urban,70.61,20,never smoked,0
+Female,42,0,0,Yes,Self-employed,Urban,124.34,34.7,formerly smoked,0
+Male,44,0,0,No,Private,Urban,103.44,28,never smoked,0
+Female,3,0,0,No,children,Urban,124.5,16.4,Unknown,0
+Female,42,0,0,Yes,Private,Urban,208.06,N/A,smokes,0
+Male,25,0,0,No,Govt_job,Urban,75.5,24.6,never smoked,0
+Female,41,0,0,Yes,Self-employed,Urban,98.85,24.6,never smoked,0
+Male,51,0,1,Yes,Private,Rural,96.06,30.3,Unknown,0
+Female,20,0,0,No,Private,Rural,93.74,23.7,Unknown,0
+Female,25,0,0,Yes,Private,Urban,65.6,33.5,never smoked,0
+Male,18,0,0,No,Private,Urban,113.24,24.9,Unknown,0
+Female,37,0,0,Yes,Private,Rural,94.77,48.9,Unknown,0
+Female,51,0,0,Yes,Private,Urban,145.22,31.4,Unknown,0
+Male,2,0,0,No,children,Urban,112.92,18.4,Unknown,0
+Female,38,0,0,Yes,Private,Rural,84.79,24.2,formerly smoked,0
+Male,64,0,1,Yes,Private,Urban,103.28,34.3,smokes,0
+Female,60,1,0,Yes,Private,Urban,109,N/A,Unknown,0
+Male,22,0,0,No,Govt_job,Rural,96.18,25.1,never smoked,0
+Male,71,1,0,Yes,Private,Rural,186.95,33.3,never smoked,0
+Female,32,0,0,Yes,Private,Urban,68.66,22.6,Unknown,0
+Female,32,0,0,Yes,Self-employed,Rural,128.72,26.3,smokes,0
+Female,63,0,0,Yes,Private,Urban,85.04,29.7,formerly smoked,0
+Male,0.24,0,0,No,children,Rural,146.97,18.5,Unknown,0
+Male,54,0,0,Yes,Private,Urban,65.69,21.4,never smoked,0
+Female,25,0,0,Yes,Private,Rural,97.52,45.5,formerly smoked,0
+Female,80,0,0,Yes,Self-employed,Rural,90.43,34.2,never smoked,0
+Female,31,0,0,Yes,Govt_job,Urban,81.71,32.7,Unknown,0
+Male,53,0,0,Yes,Private,Rural,198.24,38.1,never smoked,0
+Male,35,0,0,Yes,Private,Rural,90.51,26.7,never smoked,0
+Male,31,0,0,No,Private,Urban,97.78,22.6,smokes,0
+Male,60,0,0,Yes,Private,Urban,80.74,27.7,Unknown,0
+Male,0.56,0,0,No,children,Rural,57.02,20.7,Unknown,0
+Female,21,0,0,No,Private,Rural,93,25.7,never smoked,0
+Female,78,0,0,Yes,Private,Rural,95.37,17.3,Unknown,0
+Male,59,0,0,Yes,Govt_job,Rural,96.25,23.3,formerly smoked,0
+Male,0.64,0,0,No,children,Rural,86.74,16.2,Unknown,0
+Male,10,0,0,No,children,Urban,63.08,20.5,smokes,0
+Male,60,0,0,Yes,Private,Urban,129.16,33.6,smokes,0
+Male,11,0,0,No,children,Urban,99.79,20.2,Unknown,0
+Male,48,1,0,Yes,Self-employed,Urban,83.34,49.3,never smoked,0
+Female,50,0,0,Yes,Private,Urban,95.01,26.2,formerly smoked,0
+Male,69,1,0,Yes,Private,Urban,229.21,30.1,smokes,0
+Female,20,0,0,No,Private,Urban,80.08,25.1,never smoked,0
+Female,22,0,0,No,Private,Rural,62,32.7,smokes,0
+Male,55,0,0,Yes,Private,Rural,118.69,26.4,Unknown,0
+Female,57,0,0,No,Private,Rural,77.57,21,Unknown,0
+Female,29,0,0,No,Private,Rural,108.75,24.1,Unknown,0
+Female,32,0,0,No,Govt_job,Urban,108.23,20.4,Unknown,0
+Female,54,0,0,Yes,Private,Rural,151.33,30.9,formerly smoked,0
+Male,37,0,0,Yes,Self-employed,Rural,82.43,39.1,Unknown,0
+Female,58,0,0,Yes,Private,Rural,107.17,27.7,Unknown,0
+Female,41,0,0,Yes,Private,Rural,91.46,29.5,never smoked,0
+Male,72,0,0,Yes,Private,Urban,81.05,30.3,Unknown,0
+Male,0.48,0,0,No,children,Urban,73.02,N/A,Unknown,0
+Female,32,0,0,No,Private,Urban,114.37,37.8,Unknown,0
+Female,54,0,0,Yes,Private,Urban,100.29,30.2,never smoked,0
+Female,79,0,0,Yes,Private,Urban,68.37,24.2,smokes,0
+Male,56,0,0,No,Self-employed,Rural,87.95,25.2,never smoked,0
+Female,45,0,0,Yes,Private,Urban,73.27,22.2,smokes,0
+Male,6,0,0,No,children,Rural,131.43,17.7,Unknown,0
+Female,45,0,0,Yes,Private,Urban,107.29,29.6,never smoked,0
+Male,60,0,0,Yes,Private,Rural,68.24,32.2,Unknown,0
+Female,65,0,0,Yes,Private,Urban,74.01,28.7,smokes,0
+Female,57,0,0,Yes,Private,Urban,95.4,19.5,Unknown,0
+Male,58,0,0,No,Govt_job,Rural,95.75,38.5,smokes,0
+Male,8,0,0,No,children,Urban,104.51,20.6,Unknown,0
+Male,18,0,0,No,Private,Rural,108.87,21.5,Unknown,0
+Male,49,0,0,Yes,Private,Urban,209.06,43.8,Unknown,0
+Male,2,0,0,No,children,Rural,86.57,18,Unknown,0
+Female,52,0,0,Yes,Private,Urban,120.25,28.2,Unknown,0
+Female,63,0,0,Yes,Self-employed,Rural,85.51,26.6,smokes,0
+Female,57,0,0,Yes,Private,Rural,84.18,35.5,never smoked,0
+Female,50,0,0,Yes,Govt_job,Urban,82.37,30.7,never smoked,0
+Male,12,0,0,No,children,Rural,96.15,18.7,Unknown,0
+Female,35,0,0,Yes,Private,Rural,74.55,22.4,never smoked,0
+Female,35,0,0,Yes,Self-employed,Urban,114.45,25.2,smokes,0
+Male,64,0,0,Yes,Govt_job,Rural,113.68,24.2,never smoked,0
+Female,42,0,0,Yes,Private,Rural,107.91,20.5,never smoked,0
+Female,62,0,0,Yes,Private,Rural,83.85,24.5,never smoked,0
+Female,3,0,0,No,children,Urban,101.3,24.8,Unknown,0
+Female,43,0,0,Yes,Govt_job,Rural,72.13,42.6,never smoked,0
+Female,52,1,0,Yes,Private,Urban,94.98,23.8,never smoked,0
+Male,64,1,0,Yes,Private,Rural,228.42,42.3,formerly smoked,0
+Male,59,0,0,Yes,Private,Rural,93.9,42.2,never smoked,0
+Female,81,0,0,Yes,Self-employed,Urban,93.13,26.1,Unknown,0
+Female,15,0,0,No,Private,Urban,121.6,22.8,never smoked,0
+Male,50,0,0,Yes,Govt_job,Rural,84.4,42.3,formerly smoked,0
+Male,73,0,0,Yes,Private,Rural,82.13,28.5,never smoked,0
+Male,19,0,0,No,Private,Urban,73.33,23,never smoked,0
+Female,30,0,0,Yes,Private,Urban,75.88,32.8,Unknown,0
+Female,40,0,0,Yes,Self-employed,Rural,212.97,49.8,formerly smoked,0
+Female,47,0,0,Yes,Govt_job,Rural,100.41,23.8,never smoked,0
+Female,66,0,0,Yes,Private,Urban,202.05,31.7,smokes,0
+Male,47,0,0,Yes,Private,Urban,71.42,34.9,smokes,0
+Female,41,1,0,Yes,Govt_job,Rural,107.5,54,never smoked,0
+Female,63,0,0,Yes,Govt_job,Rural,55.57,26.8,formerly smoked,0
+Female,12,0,0,No,children,Urban,58.14,21.3,never smoked,0
+Male,1.32,0,0,No,children,Rural,78.53,19.8,Unknown,0
+Female,46,0,0,Yes,Private,Urban,78.79,42.4,smokes,0
+Female,8,0,0,No,children,Urban,96.62,16.4,Unknown,0
+Male,74,0,0,Yes,Private,Rural,65.28,28.2,never smoked,0
+Male,74,0,0,Yes,Private,Rural,92.67,26.3,formerly smoked,0
+Female,4,0,0,No,children,Rural,206.25,17,Unknown,0
+Female,26,0,0,No,Private,Urban,114.18,23.3,never smoked,0
+Male,63,0,0,Yes,Govt_job,Rural,231.69,56.1,formerly smoked,0
+Female,48,0,1,No,Private,Rural,101.89,25.1,smokes,0
+Female,24,1,0,No,Private,Urban,107.22,35.3,smokes,0
+Male,47,0,0,No,Private,Rural,101.99,36.3,never smoked,0
+Male,70,0,0,Yes,Private,Rural,72.56,30.4,formerly smoked,0
+Male,41,1,1,Yes,Private,Urban,94.47,43.9,never smoked,0
+Female,42,0,0,Yes,Self-employed,Urban,98.76,26.4,smokes,0
+Female,57,1,0,No,Private,Rural,116.93,28.3,never smoked,0
+Female,51,0,0,No,Private,Rural,219.96,42.3,never smoked,0
+Male,15,0,0,No,Private,Urban,75.77,38,never smoked,0
+Male,11,0,0,No,children,Urban,124.35,32.7,Unknown,0
+Female,27,0,0,Yes,Self-employed,Urban,88.97,28.8,never smoked,0
+Female,53,0,0,Yes,Self-employed,Rural,72.49,38.5,never smoked,0
+Female,52,0,0,Yes,Govt_job,Rural,107.27,30.1,Unknown,0
+Female,68,0,0,Yes,Private,Rural,97.96,31.3,never smoked,0
+Male,65,0,0,Yes,Private,Urban,197.69,28.4,smokes,0
+Female,23,0,0,No,Private,Rural,112.3,26.6,Unknown,0
+Female,43,0,0,Yes,Self-employed,Urban,75.77,20.4,formerly smoked,0
+Male,55,0,0,Yes,Private,Urban,76.51,34.7,Unknown,0
+Female,52,0,0,Yes,Private,Urban,93.14,32.5,never smoked,0
+Female,21,0,0,No,Private,Rural,80.84,30.7,Unknown,0
+Male,78,1,1,Yes,Self-employed,Rural,199.88,29.6,formerly smoked,0
+Male,35,0,0,Yes,Private,Rural,77.48,N/A,formerly smoked,0
+Female,49,1,0,Yes,Private,Rural,65.34,39.4,never smoked,0
+Male,50,1,0,No,Private,Urban,81.96,N/A,formerly smoked,0
+Female,27,0,0,Yes,Private,Urban,98.71,26.1,formerly smoked,0
+Female,52,1,0,No,Private,Rural,170.22,27.2,formerly smoked,0
+Female,22,0,0,No,Private,Urban,73.5,41.3,smokes,0
+Female,19,0,0,No,Private,Rural,72.39,N/A,smokes,0
+Male,77,0,1,Yes,Private,Urban,102.96,20.9,formerly smoked,0
+Male,57,1,0,Yes,Private,Urban,80.72,41.5,formerly smoked,0
+Male,13,0,0,No,Self-employed,Urban,74.19,31.1,formerly smoked,0
+Male,14,0,0,No,Private,Urban,77.12,24.5,formerly smoked,0
+Female,29,0,0,Yes,Private,Urban,81.2,23,Unknown,0
+Female,49,0,0,Yes,Private,Rural,114.76,24.7,never smoked,0
+Male,1.24,0,0,No,children,Urban,109.97,19.3,Unknown,0
+Male,21,0,0,No,Self-employed,Urban,92.87,37,never smoked,0
+Male,36,1,0,No,Govt_job,Urban,113.05,31,smokes,0
+Male,42,0,0,Yes,Private,Urban,68.24,33.1,formerly smoked,0
+Female,56,0,0,No,Private,Rural,74.35,26.6,smokes,0
+Male,46,0,0,Yes,Private,Urban,91.08,27.7,never smoked,0
+Male,79,0,1,Yes,Self-employed,Urban,88.83,40.3,smokes,0
+Female,25,0,0,No,Private,Rural,134.33,19.5,Unknown,0
+Male,67,0,0,Yes,Private,Rural,208.78,26.7,Unknown,0
+Male,37,0,0,Yes,Private,Rural,66.17,26.1,never smoked,0
+Female,44,0,0,Yes,Private,Rural,222.29,38.2,never smoked,0
+Female,36,0,0,Yes,Private,Rural,114.16,21.3,smokes,0
+Male,17,1,0,No,Private,Rural,61.67,97.6,Unknown,0
+Male,50,1,0,Yes,Private,Rural,220.36,40.9,formerly smoked,0
+Male,53,0,0,Yes,Private,Urban,76.03,27.3,never smoked,0
+Female,39,0,0,No,Self-employed,Urban,73.06,20.9,never smoked,0
+Female,71,0,1,Yes,Private,Urban,187.88,29.2,formerly smoked,0
+Female,18,0,0,No,Private,Urban,79.89,17.9,Unknown,0
+Male,55,0,0,No,Self-employed,Rural,79.02,38,Unknown,0
+Male,52,0,0,Yes,Private,Rural,191.66,26.1,smokes,0
+Female,27,0,0,Yes,Private,Urban,76.74,53.9,Unknown,0
+Male,24,0,0,No,Private,Urban,72.29,22.2,Unknown,0
+Male,72,0,0,Yes,Private,Urban,92.59,24.6,formerly smoked,0
+Male,41,0,0,Yes,Self-employed,Rural,80.42,33.4,formerly smoked,0
+Female,29,0,0,No,Self-employed,Rural,62.47,34.4,formerly smoked,0
+Female,26,0,0,Yes,Private,Rural,63.94,17.6,never smoked,0
+Female,23,0,0,Yes,Private,Rural,77.73,19.2,never smoked,0
+Male,43,0,0,Yes,Self-employed,Rural,115.79,31.8,Unknown,0
+Female,43,0,0,Yes,Private,Urban,96.3,28.1,smokes,0
+Female,49,0,0,Yes,Private,Rural,107.46,32.1,never smoked,0
+Male,13,0,0,No,children,Rural,108.33,17.4,never smoked,0
+Female,26,0,0,No,Govt_job,Rural,89.37,20.2,never smoked,0
+Female,10,0,0,No,children,Urban,93.64,23.4,Unknown,0
+Male,39,0,0,Yes,Private,Urban,217.75,39.5,never smoked,0
+Female,41,0,0,Yes,Private,Rural,83.44,21.5,Unknown,0
+Male,25,0,0,Yes,Private,Rural,93.88,24.3,smokes,0
+Male,10,0,0,No,children,Urban,55.34,15.3,Unknown,0
+Female,54,0,0,Yes,Govt_job,Rural,102.61,32.4,Unknown,0
+Male,7,0,0,No,children,Rural,62.08,16.1,Unknown,0
+Female,53,0,0,Yes,Self-employed,Rural,81.76,34.3,formerly smoked,0
+Female,55,0,0,Yes,Self-employed,Urban,59.2,43.8,never smoked,0
+Male,6,0,0,No,children,Urban,55.61,19.6,Unknown,0
+Female,72,0,0,Yes,Self-employed,Urban,226.88,36.7,formerly smoked,0
+Female,42,0,0,Yes,Govt_job,Urban,65.66,33.7,never smoked,0
+Male,50,0,0,Yes,Private,Urban,58.7,38.9,smokes,0
+Female,55,1,0,Yes,Govt_job,Urban,186.4,28,never smoked,0
+Female,47,0,0,Yes,Govt_job,Urban,122.32,23.9,Unknown,0
+Male,3,0,0,No,children,Urban,59.05,16.6,Unknown,0
+Female,49,0,0,Yes,Self-employed,Urban,149.13,42.9,smokes,0
+Female,12,0,0,No,children,Urban,82.39,17.1,never smoked,0
+Male,28,0,0,Yes,Private,Rural,169.49,27.2,Unknown,0
+Male,40,0,0,Yes,Private,Rural,80.25,30.3,formerly smoked,0
+Male,55,0,0,Yes,Private,Urban,203.81,33.9,formerly smoked,0
+Male,9,0,0,No,children,Urban,170.76,20,Unknown,0
+Female,77,0,0,Yes,Private,Rural,80.85,19.4,Unknown,0
+Male,18,0,0,No,Private,Rural,120.58,21.5,never smoked,0
+Male,73,0,0,Yes,Private,Rural,86.57,28.5,formerly smoked,0
+Female,67,1,0,Yes,Private,Urban,90.01,34.4,smokes,0
+Male,58,0,0,Yes,Self-employed,Rural,68.84,43.7,formerly smoked,0
+Female,2,0,0,No,children,Rural,155.14,13.7,Unknown,0
+Female,38,0,0,Yes,Private,Urban,158.48,33.7,formerly smoked,0
+Male,5,0,0,No,children,Rural,92.56,18,Unknown,0
+Female,34,0,0,No,Private,Rural,90.15,27.9,formerly smoked,0
+Male,78,0,0,Yes,Private,Rural,80.09,21.8,never smoked,0
+Female,57,0,0,Yes,Private,Rural,189.44,35.8,never smoked,0
+Female,17,0,0,No,Private,Rural,70.03,23.1,smokes,0
+Female,71,0,0,Yes,Self-employed,Rural,249.29,30.3,smokes,0
+Female,19,0,0,No,Private,Rural,72.52,32,Unknown,0
+Male,56,0,0,Yes,Private,Urban,96.93,25,smokes,0
+Male,64,0,1,Yes,Private,Urban,211.35,30.7,formerly smoked,0
+Male,13,0,0,No,children,Rural,85.87,24.3,Unknown,0
+Male,40,0,0,Yes,Private,Rural,60.96,11.5,never smoked,0
+Male,80,0,1,Yes,Private,Urban,120.09,30.7,never smoked,0
+Female,62,1,0,Yes,Govt_job,Urban,92.13,33.7,never smoked,0
+Male,79,1,0,Yes,Self-employed,Urban,83.07,26.5,smokes,0
+Female,9,0,0,No,children,Rural,77.67,17.6,Unknown,0
+Female,77,1,0,Yes,Self-employed,Urban,109.51,N/A,never smoked,0
+Female,26,0,0,No,Private,Urban,97.24,22.5,never smoked,0
+Male,1.72,0,0,No,children,Rural,127.29,18.5,Unknown,0
+Male,16,0,0,No,Private,Urban,134.8,22.4,never smoked,0
+Female,40,0,0,Yes,Private,Urban,74.65,25.3,formerly smoked,0
+Male,46,0,0,Yes,Private,Urban,85.84,37.3,never smoked,0
+Male,45,1,0,Yes,Self-employed,Urban,90.43,39.7,smokes,0
+Female,59,0,0,No,Private,Urban,74.35,28,never smoked,0
+Female,31,0,0,Yes,Self-employed,Urban,206.59,41.4,smokes,0
+Female,69,0,1,Yes,Private,Urban,196.33,25.3,never smoked,0
+Male,73,0,1,Yes,Govt_job,Rural,70.23,28.1,never smoked,0
+Female,56,0,0,Yes,Self-employed,Urban,242.94,41.2,never smoked,0
+Female,80,0,1,Yes,Self-employed,Rural,103.06,28.8,never smoked,0
+Female,60,0,0,Yes,Govt_job,Urban,80.86,31,smokes,0
+Female,40,0,0,Yes,Govt_job,Urban,114.32,28.3,smokes,0
+Female,30,0,0,Yes,Govt_job,Urban,83.91,23.9,Unknown,0
+Female,66,0,0,Yes,Govt_job,Rural,152.02,44.2,formerly smoked,0
+Male,78,1,0,Yes,Self-employed,Rural,75.19,27.6,never smoked,0
+Female,37,0,0,Yes,Private,Urban,60.61,35.7,formerly smoked,0
+Female,41,0,0,Yes,Self-employed,Rural,89.14,37.4,formerly smoked,0
+Female,34,0,0,Yes,Private,Urban,97.23,27.5,Unknown,0
+Female,18,0,0,No,Private,Rural,135.19,23.4,never smoked,0
+Male,69,0,0,Yes,Self-employed,Urban,78.48,25.8,formerly smoked,0
+Male,67,0,1,Yes,Private,Rural,97.24,N/A,Unknown,0
+Male,28,0,0,No,Private,Urban,75.92,22.8,never smoked,0
+Female,3,0,0,No,children,Urban,93.3,19.5,Unknown,0
+Female,57,0,0,Yes,Govt_job,Urban,97.39,38,Unknown,0
+Male,34,0,0,Yes,Private,Rural,134.61,23.4,never smoked,0
+Male,50,0,0,Yes,Private,Rural,104.02,29.5,never smoked,0
+Male,55,0,1,No,Private,Urban,56.9,28.2,never smoked,0
+Male,2,0,0,No,children,Rural,112.66,14.2,Unknown,0
+Female,27,0,0,No,Private,Rural,226.75,28.9,Unknown,0
+Male,57,0,0,Yes,Private,Rural,76.28,31.4,formerly smoked,0
+Female,73,0,0,Yes,Private,Urban,90.01,32.4,formerly smoked,0
+Female,52,0,0,Yes,Govt_job,Rural,107.84,22,formerly smoked,0
+Female,65,0,0,Yes,Private,Rural,71.06,26.4,never smoked,0
+Male,48,1,0,Yes,Private,Urban,185,26.1,never smoked,0
+Male,54,1,0,Yes,Self-employed,Rural,104.42,37.6,smokes,0
+Male,8,0,0,No,children,Urban,89.57,18.8,Unknown,0
+Male,45,1,0,Yes,Private,Rural,136.2,23.8,Unknown,0
+Female,48,0,0,Yes,Govt_job,Urban,128.23,49.4,never smoked,0
+Female,77,0,0,Yes,Self-employed,Rural,104.23,23.8,smokes,0
+Female,34,0,0,Yes,Private,Urban,133.82,20.4,never smoked,0
+Female,33,0,0,Yes,Private,Rural,80.82,40.3,never smoked,0
+Male,39,0,0,Yes,Private,Rural,102.35,23.6,never smoked,0
+Male,39,0,0,Yes,Self-employed,Rural,88.48,34.3,never smoked,0
+Male,40,0,0,Yes,Private,Rural,88.81,32.7,Unknown,0
+Female,46,0,0,Yes,Private,Rural,75.09,28.7,never smoked,0
+Female,1,0,0,No,children,Urban,199.83,24.5,Unknown,0
+Female,5,0,0,No,children,Rural,73.69,24.8,Unknown,0
+Male,14,0,0,No,children,Urban,111.27,23.2,Unknown,0
+Female,49,0,0,Yes,Self-employed,Rural,68.44,23,smokes,0
+Female,45,0,0,Yes,Private,Urban,65.36,39.3,never smoked,0
+Female,13,0,0,No,children,Urban,94.12,20.1,never smoked,0
+Female,76,0,0,Yes,Private,Rural,96.24,25.4,never smoked,0
+Male,14,0,0,No,children,Rural,91.25,23.8,Unknown,0
+Female,20,0,0,No,Private,Rural,77.29,28.4,never smoked,0
+Female,9,0,0,No,children,Rural,125.09,15.4,Unknown,0
+Female,78,0,1,Yes,Private,Urban,107.18,28.2,never smoked,0
+Male,49,0,0,Yes,Private,Urban,130.07,26,never smoked,0
+Female,55,0,0,Yes,Private,Urban,57.3,41.5,never smoked,0
+Female,43,0,0,No,Govt_job,Rural,101.35,32.2,never smoked,0
+Female,16,0,0,No,Private,Rural,94.03,25.7,never smoked,0
+Male,58,0,1,Yes,Self-employed,Urban,227.81,33,formerly smoked,0
+Male,67,0,0,Yes,Govt_job,Urban,66.67,35,smokes,0
+Female,71,0,0,Yes,Private,Urban,240.81,27.4,never smoked,0
+Male,8,0,0,No,children,Urban,88.02,16.4,Unknown,0
+Female,18,0,0,No,Private,Urban,152.87,31.5,Unknown,0
+Female,47,0,0,Yes,Private,Urban,96.04,29.2,Unknown,0
+Male,59,0,0,Yes,Private,Urban,60.35,25.9,formerly smoked,0
+Male,28,0,0,No,Govt_job,Urban,118.66,32.3,never smoked,0
+Female,20,0,0,No,Private,Urban,89.03,N/A,smokes,0
+Male,67,0,0,Yes,Private,Urban,58.51,30.4,formerly smoked,0
+Male,71,0,0,Yes,Self-employed,Urban,96.04,45.1,formerly smoked,0
+Female,56,0,0,Yes,Self-employed,Rural,110.92,25.9,Unknown,0
+Female,44,0,0,No,Private,Rural,92.72,36.6,never smoked,0
+Female,6,0,0,No,children,Rural,108.23,18.6,Unknown,0
+Female,78,0,0,Yes,Private,Rural,56.34,27.5,Unknown,0
+Female,32,0,0,Yes,Private,Rural,61.83,31.3,never smoked,0
+Female,40,0,0,Yes,Private,Rural,131.99,37.5,never smoked,0
+Female,63,0,0,Yes,Self-employed,Rural,136.81,23.1,smokes,0
+Male,51,0,0,Yes,Private,Rural,239.28,35,never smoked,0
+Male,22,0,0,Yes,Govt_job,Urban,131.3,27,never smoked,0
+Female,82,0,0,Yes,Self-employed,Rural,117.75,29.8,never smoked,0
+Female,17,0,0,No,Private,Urban,78.46,23.5,Unknown,0
+Female,34,0,0,Yes,Private,Rural,83.53,48.5,formerly smoked,0
+Male,42,0,0,Yes,Private,Rural,145.5,31.8,formerly smoked,0
+Female,32,0,0,Yes,Private,Urban,88.33,20,Unknown,0
+Male,73,0,0,Yes,Self-employed,Rural,101.25,29.4,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,131.43,24.3,never smoked,0
+Female,34,0,0,Yes,Private,Rural,231.5,45.4,never smoked,0
+Male,64,0,1,Yes,Private,Rural,82.89,29.5,never smoked,0
+Male,52,1,0,Yes,Self-employed,Rural,192.37,49.2,never smoked,0
+Male,49,0,0,Yes,Private,Rural,79.64,N/A,smokes,0
+Male,55,0,0,Yes,Private,Rural,82.88,29.4,Unknown,0
+Female,64,1,0,Yes,Private,Rural,99.4,29.1,never smoked,0
+Male,23,0,0,No,Private,Urban,77.75,38.8,smokes,0
+Male,18,0,0,No,Private,Rural,75.03,23.4,never smoked,0
+Female,65,0,0,Yes,Private,Rural,220.47,48.7,never smoked,0
+Male,12,0,0,No,children,Rural,196.91,19.7,Unknown,0
+Female,61,0,0,Yes,Self-employed,Urban,180.8,20.3,never smoked,0
+Male,66,0,0,Yes,Private,Urban,247.48,33.5,smokes,0
+Male,59,0,0,Yes,Govt_job,Urban,216,36.7,smokes,0
+Male,47,1,0,Yes,Private,Urban,75.64,24.4,never smoked,0
+Female,47,0,0,Yes,Govt_job,Urban,95.07,38.8,formerly smoked,0
+Female,71,1,0,Yes,Private,Urban,129.97,44.2,smokes,0
+Male,62,0,0,Yes,Private,Urban,124.26,33.4,never smoked,0
+Female,28,0,0,Yes,Private,Urban,87.92,32.5,Unknown,0
+Female,7,0,0,No,children,Rural,85.15,15.1,Unknown,0
+Female,68,0,0,Yes,Private,Rural,95.36,21.5,smokes,0
+Male,37,0,0,Yes,Self-employed,Urban,87.16,30.4,formerly smoked,0
+Female,75,0,0,Yes,Govt_job,Rural,219.39,33.4,smokes,0
+Male,5,0,0,No,children,Urban,71.92,18.2,Unknown,0
+Male,1.08,0,0,No,children,Urban,167.66,18.7,Unknown,0
+Female,34,0,0,No,Private,Rural,87.21,38.4,Unknown,0
+Male,49,0,0,Yes,Self-employed,Rural,220.47,36.4,smokes,0
+Female,8,0,0,No,children,Urban,80.47,20.6,Unknown,0
+Female,50,0,0,Yes,Govt_job,Urban,89.95,48.9,formerly smoked,0
+Male,2,0,0,No,children,Rural,111.32,18.2,Unknown,0
+Female,1.16,0,0,No,children,Urban,65.01,17,Unknown,0
+Female,76,0,0,Yes,Self-employed,Urban,110.07,31.8,never smoked,0
+Male,18,0,0,No,Private,Urban,60.56,33,never smoked,0
+Male,82,0,0,Yes,Private,Urban,89.83,24.7,smokes,0
+Female,67,0,0,Yes,Self-employed,Rural,90.35,28.1,Unknown,0
+Female,27,0,0,Yes,Private,Urban,71.5,40.3,smokes,0
+Male,57,0,0,Yes,Govt_job,Urban,71.71,35.2,smokes,0
+Female,51,1,0,Yes,Private,Urban,173.96,31.2,formerly smoked,0
+Male,68,1,0,Yes,Private,Urban,96.06,37.6,never smoked,0
+Female,56,0,0,Yes,Private,Urban,113.2,38.7,smokes,0
+Male,77,0,1,Yes,Govt_job,Rural,106.03,N/A,Unknown,0
+Female,52,1,0,Yes,Self-employed,Rural,111.38,N/A,smokes,0
+Female,18,0,0,No,Private,Rural,73.29,28.1,smokes,0
+Female,63,0,0,Yes,Self-employed,Urban,65.71,29.2,smokes,0
+Female,31,0,0,Yes,Private,Rural,60.41,31.1,Unknown,0
+Female,37,0,0,No,Private,Urban,89.11,24.1,never smoked,0
+Female,64,0,0,Yes,Private,Urban,63.32,18.7,formerly smoked,0
+Male,47,0,0,Yes,Self-employed,Urban,85.68,39.6,never smoked,0
+Female,1.8,0,0,No,children,Urban,162.93,15.7,Unknown,0
+Male,42,0,0,Yes,Private,Rural,89.22,53.8,Unknown,0
+Male,37,0,0,Yes,Private,Rural,91.68,32.4,formerly smoked,0
+Female,69,0,1,No,Private,Urban,198.33,42.7,smokes,0
+Female,13,0,0,No,children,Rural,85.81,18.6,Unknown,0
+Male,73,0,0,No,Govt_job,Rural,79.59,31.4,smokes,0
+Male,48,0,0,Yes,Private,Rural,106.74,33.7,formerly smoked,0
+Female,78,1,0,Yes,Self-employed,Urban,191.33,24.5,never smoked,0
+Female,21,0,0,No,Private,Rural,59.52,33.7,never smoked,0
+Male,54,0,0,Yes,Private,Rural,206.52,35.4,smokes,0
+Male,43,0,0,Yes,Govt_job,Rural,80.07,N/A,never smoked,0
+Male,19,0,0,No,Private,Rural,64.92,22.5,Unknown,0
+Female,82,0,0,Yes,Private,Urban,80,33.6,never smoked,0
+Female,80,0,0,Yes,Self-employed,Urban,75.06,29.7,Unknown,0
+Female,69,1,0,Yes,Govt_job,Urban,112.2,N/A,never smoked,0
+Female,21,0,0,No,Self-employed,Urban,91.18,25.7,never smoked,0
+Female,46,0,0,Yes,Private,Rural,85.81,20.2,formerly smoked,0
+Female,14,0,0,No,Never_worked,Urban,148.37,22.7,never smoked,0
+Male,6,0,0,No,children,Rural,64.55,17.4,Unknown,0
+Female,3,0,0,No,children,Rural,97.31,22.2,Unknown,0
+Male,47,0,0,No,Private,Rural,111.15,23.8,never smoked,0
+Male,34,0,0,Yes,Private,Urban,80.97,28.7,never smoked,0
+Female,41,0,0,Yes,Private,Rural,89.88,33.1,formerly smoked,0
+Female,67,0,0,Yes,Private,Rural,62.66,28,formerly smoked,0
+Female,5,0,0,No,children,Urban,122.25,16.7,Unknown,0
+Male,20,0,0,No,Private,Rural,87.08,27.1,never smoked,0
+Female,63,0,0,Yes,Private,Rural,85,26.4,smokes,0
+Female,73,0,0,Yes,Self-employed,Urban,100.49,23.7,smokes,0
+Male,62,0,0,Yes,Private,Urban,145.37,33.3,Unknown,0
+Male,0.88,0,0,No,children,Urban,112.19,18.9,Unknown,0
+Male,50,1,0,Yes,Govt_job,Rural,79.73,25.5,smokes,0
+Male,71,0,1,Yes,Self-employed,Rural,101.13,35.9,formerly smoked,0
+Female,30,0,0,Yes,Private,Urban,101.98,23.2,Unknown,0
+Female,80,0,1,Yes,Self-employed,Rural,98.39,22.2,smokes,0
+Female,64,0,0,Yes,Self-employed,Rural,128.04,34,smokes,0
+Male,7,0,0,No,children,Urban,98.12,20.4,Unknown,0
+Female,36,0,0,No,Private,Urban,216.96,34.5,Unknown,0
+Male,79,0,0,Yes,Self-employed,Rural,94.92,31.9,Unknown,0
+Female,35,0,0,Yes,Private,Rural,83.27,19.8,formerly smoked,0
+Female,28,0,0,No,Private,Rural,96.86,29,Unknown,0
+Male,72,0,0,Yes,Self-employed,Rural,99.73,36.7,formerly smoked,0
+Female,12,0,0,No,children,Rural,91.71,21.3,Unknown,0
+Male,25,0,0,No,Private,Rural,65.77,23.7,smokes,0
+Female,27,0,0,Yes,Private,Urban,161.57,25.7,smokes,0
+Female,62,1,0,Yes,Self-employed,Rural,74.32,34,never smoked,0
+Male,58,0,0,No,Self-employed,Rural,170.93,30.7,Unknown,0
+Female,30,0,0,Yes,Private,Urban,74.43,44.8,never smoked,0
+Male,56,0,0,Yes,Private,Rural,86.36,27.7,formerly smoked,0
+Female,28,0,0,Yes,Private,Rural,97.06,23.2,Unknown,0
+Male,47,0,0,Yes,Private,Rural,110.38,30.1,Unknown,0
+Female,16,0,0,No,Private,Rural,79.03,29.3,Unknown,0
+Female,29,0,0,Yes,Private,Rural,62.48,29.5,never smoked,0
+Male,26,0,0,Yes,Private,Rural,55.62,25.8,never smoked,0
+Female,26,0,0,Yes,Private,Rural,84.9,26.2,never smoked,0
+Male,55,0,0,Yes,Private,Rural,232.81,28.8,Unknown,0
+Female,29,0,0,No,Private,Rural,86.55,29.8,smokes,0
+Female,29,0,0,No,Govt_job,Rural,118.61,26.5,never smoked,0
+Female,33,0,0,No,Private,Rural,80.21,27.8,formerly smoked,0
+Female,19,1,0,No,Private,Rural,65.96,29,never smoked,0
+Female,10,0,0,No,children,Urban,61.34,19.1,Unknown,0
+Female,3,0,0,No,children,Urban,116.6,17.1,Unknown,0
+Female,60,0,0,Yes,Private,Urban,85.13,24.6,Unknown,0
+Female,16,0,0,No,Private,Rural,86.32,18.3,Unknown,0
+Male,35,0,0,Yes,Private,Rural,69.22,42.8,never smoked,0
+Female,41,0,0,Yes,Private,Urban,140.93,46.5,Unknown,0
+Female,19,0,0,No,Private,Urban,83.43,38.4,Unknown,0
+Female,79,0,0,Yes,Private,Urban,207.95,26,formerly smoked,0
+Female,41,0,0,Yes,Private,Rural,134.29,26.8,smokes,0
+Male,1.64,0,0,No,children,Urban,115.12,21.1,Unknown,0
+Female,51,0,0,Yes,Govt_job,Urban,86.25,29,never smoked,0
+Female,33,0,0,Yes,Self-employed,Rural,112.94,43,never smoked,0
+Female,33,0,0,Yes,Govt_job,Rural,73.54,36.6,smokes,0
+Male,48,0,0,No,Private,Urban,80.86,27.5,Unknown,0
+Male,45,0,0,Yes,Private,Rural,83.91,40.2,Unknown,0
+Female,61,0,0,No,Private,Rural,69.91,37.1,never smoked,0
+Male,31,0,0,No,Private,Rural,95.62,32,smokes,0
+Male,60,1,0,No,Private,Urban,63.95,32.2,never smoked,0
+Male,51,0,0,Yes,Private,Rural,122.5,20.6,Unknown,0
+Male,53,0,0,Yes,Govt_job,Rural,86,24.1,never smoked,0
+Male,52,0,0,Yes,Govt_job,Urban,120.27,25,never smoked,0
+Female,42,0,0,Yes,Govt_job,Urban,56.71,25.2,Unknown,0
+Female,56,0,0,Yes,Private,Rural,131.63,27.6,never smoked,0
+Male,14,0,0,No,Private,Urban,79.36,48.8,never smoked,0
+Female,40,0,0,No,Private,Urban,120.77,27.6,never smoked,0
+Female,58,0,0,Yes,Private,Rural,100.42,39.5,smokes,0
+Female,52,1,0,Yes,Private,Urban,155.86,27.2,smokes,0
+Male,30,0,0,Yes,Govt_job,Rural,66.01,26.3,smokes,0
+Female,47,0,0,Yes,Private,Urban,86.99,28.9,smokes,0
+Female,34,0,0,Yes,Govt_job,Urban,90.55,30,never smoked,0
+Female,82,0,1,Yes,Self-employed,Rural,229.58,23.7,Unknown,0
+Female,31,0,0,Yes,Private,Urban,60.06,25.5,smokes,0
+Female,58,0,0,Yes,Private,Rural,65.66,24.6,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,104.7,20.7,smokes,0
+Male,65,1,0,Yes,Self-employed,Urban,113.86,36.4,never smoked,0
+Female,13,0,0,No,children,Rural,99.49,23.4,Unknown,0
+Male,37,1,0,Yes,Private,Urban,165.99,32.3,never smoked,0
+Male,9,0,0,No,children,Urban,114.99,18.8,Unknown,0
+Female,7,0,0,No,children,Urban,79.58,15.5,Unknown,0
+Female,37,0,0,No,Govt_job,Rural,77.37,21.4,never smoked,0
+Male,62,0,0,No,Govt_job,Urban,93.55,31.7,never smoked,0
+Male,14,0,0,No,Self-employed,Urban,187.22,29.7,Unknown,0
+Female,77,0,0,Yes,Govt_job,Rural,167.59,34.3,formerly smoked,0
+Male,36,0,0,Yes,Private,Urban,98.03,22.1,smokes,0
+Female,3,0,0,No,children,Urban,88.79,21.5,Unknown,0
+Male,78,1,1,No,Self-employed,Urban,92.9,30.4,smokes,0
+Female,49,0,0,Yes,Govt_job,Urban,117.34,21.6,never smoked,0
+Male,44,0,0,Yes,Private,Urban,80.75,30.9,never smoked,0
+Male,10,0,0,No,children,Rural,77.51,21.9,Unknown,0
+Male,8,0,0,No,children,Urban,105.63,19.2,Unknown,0
+Female,60,0,0,Yes,Private,Urban,114.34,30.3,smokes,0
+Female,56,0,0,Yes,Private,Rural,227.04,23,smokes,0
+Female,73,0,0,Yes,Self-employed,Urban,87.56,24.1,never smoked,0
+Female,65,0,0,Yes,Govt_job,Urban,84.47,52.7,smokes,0
+Female,34,0,0,Yes,Self-employed,Rural,96.26,27.6,Unknown,0
+Male,13,0,0,No,children,Rural,116.64,23.9,Unknown,0
+Female,80,0,0,Yes,Private,Urban,79.57,26.9,never smoked,0
+Male,46,0,0,Yes,Private,Rural,78.44,23.9,never smoked,0
+Female,80,0,0,Yes,Self-employed,Urban,64.15,40.5,never smoked,0
+Female,65,0,0,No,Private,Urban,74.5,32,never smoked,0
+Female,24,0,0,No,Private,Urban,70.32,20.5,Unknown,0
+Female,33,0,0,Yes,Private,Urban,84.48,44.5,never smoked,0
+Male,11,0,0,No,children,Urban,144.08,16.2,formerly smoked,0
+Female,57,0,0,Yes,Self-employed,Rural,78.14,35.8,never smoked,0
+Female,19,0,0,No,Govt_job,Urban,133.58,24,never smoked,0
+Male,82,0,0,Yes,Private,Urban,214.42,33.9,formerly smoked,0
+Female,39,0,0,Yes,Private,Urban,80.63,36,smokes,0
+Female,14,0,0,No,Private,Rural,233.71,22.9,never smoked,0
+Female,60,1,0,No,Private,Urban,96,44.5,smokes,0
+Female,3,0,0,No,children,Urban,74.52,17.5,Unknown,0
+Female,57,0,0,Yes,Private,Rural,131.4,32.3,never smoked,0
+Male,79,0,0,Yes,Private,Urban,216.4,30.3,never smoked,0
+Female,65,0,0,Yes,Private,Rural,108.8,33.5,Unknown,0
+Female,67,1,0,Yes,Private,Urban,97.06,30.9,never smoked,0
+Female,60,0,0,No,Govt_job,Rural,266.59,25.5,never smoked,0
+Female,36,0,0,No,Private,Rural,55.58,30,never smoked,0
+Male,36,0,0,Yes,Govt_job,Urban,65.87,32.2,formerly smoked,0
+Female,26,0,0,No,Private,Urban,89.28,21.7,smokes,0
+Male,71,0,0,Yes,Govt_job,Urban,56.12,24.7,Unknown,0
+Male,78,0,0,Yes,Private,Urban,74.7,28.8,formerly smoked,0
+Male,77,0,0,Yes,Self-employed,Urban,83.06,27,Unknown,0
+Male,74,0,0,Yes,Private,Urban,227.94,26,Unknown,0
+Female,50,0,0,Yes,Self-employed,Rural,84.88,27.1,never smoked,0
+Male,9,0,0,No,children,Urban,64.2,18.5,Unknown,0
+Male,1.64,0,0,No,children,Rural,137.22,18.8,Unknown,0
+Female,54,0,0,Yes,Private,Urban,81.44,31.5,formerly smoked,0
+Male,8,0,0,No,children,Rural,90.26,18.1,Unknown,0
+Female,36,0,0,Yes,Private,Urban,68.48,24.3,never smoked,0
+Female,38,0,0,Yes,Private,Urban,100.02,28,never smoked,0
+Female,34,1,0,Yes,Self-employed,Urban,100.61,N/A,Unknown,0
+Female,7,0,0,No,children,Urban,156.82,17.3,Unknown,0
+Female,5,0,0,No,children,Urban,81.66,17.2,Unknown,0
+Male,14,0,0,No,children,Rural,112.22,26.9,Unknown,0
+Male,0.88,0,0,No,children,Urban,90.62,22.4,Unknown,0
+Female,30,0,0,Yes,Private,Rural,72.49,25.8,never smoked,0
+Female,39,0,0,Yes,Govt_job,Urban,107.47,21.3,Unknown,0
+Female,17,0,0,No,Private,Rural,92.11,43,never smoked,0
+Female,14,0,0,No,Private,Rural,70.54,24.4,formerly smoked,0
+Female,52,0,0,Yes,Self-employed,Rural,205,30.1,never smoked,0
+Male,78,0,0,Yes,Self-employed,Rural,126.39,21.3,smokes,0
+Female,2,0,0,No,children,Rural,89.72,17.8,Unknown,0
+Male,32,0,0,Yes,Private,Urban,92.08,28.4,smokes,0
+Male,0.88,0,0,No,children,Urban,85.38,23.4,Unknown,0
+Female,50,0,0,Yes,Self-employed,Rural,95.25,24.3,never smoked,0
+Female,48,0,0,Yes,Govt_job,Rural,75.91,27.8,Unknown,0
+Male,66,0,0,Yes,Govt_job,Rural,203.44,30.5,formerly smoked,0
+Male,78,0,1,Yes,Self-employed,Urban,243.73,N/A,smokes,0
+Male,46,0,0,Yes,Private,Urban,88.23,25.8,Unknown,0
+Female,54,0,0,Yes,Private,Rural,97.47,26.7,never smoked,0
+Female,81,1,1,Yes,Private,Rural,59.28,28.1,never smoked,0
+Female,15,0,0,No,children,Rural,101.15,22.2,Unknown,0
+Male,77,0,0,Yes,Self-employed,Urban,68.38,25.1,Unknown,0
+Female,59,0,0,Yes,Self-employed,Rural,55.46,20.9,never smoked,0
+Female,48,0,0,Yes,Private,Urban,113.87,28.9,never smoked,0
+Male,76,0,1,Yes,Self-employed,Urban,67.03,N/A,never smoked,0
+Male,49,0,0,Yes,Private,Rural,96.35,35.9,never smoked,0
+Female,44,0,0,No,Private,Urban,127.21,29.8,smokes,0
+Female,39,0,0,Yes,Private,Urban,78.9,26.7,never smoked,0
+Male,34,0,0,Yes,Private,Urban,59.91,28.4,formerly smoked,0
+Male,50,0,0,No,Private,Urban,160.94,26.7,smokes,0
+Male,62,0,0,Yes,Private,Rural,59.61,32.5,Unknown,0
+Female,38,0,0,Yes,Private,Urban,87.94,43.8,never smoked,0
+Female,43,0,0,Yes,Private,Rural,97.55,28.3,formerly smoked,0
+Male,28,0,0,No,Private,Urban,116.02,36.6,formerly smoked,0
+Female,58,0,0,Yes,Private,Rural,127.32,33.1,smokes,0
+Male,28,0,0,No,Private,Urban,75.5,27,smokes,0
+Male,18,0,0,No,Private,Urban,79.35,23.6,Unknown,0
+Male,62,1,1,Yes,Private,Rural,176.25,N/A,never smoked,0
+Male,31,0,0,No,Private,Rural,108.56,21.8,never smoked,0
+Male,55,1,0,Yes,Private,Urban,168.06,23.5,smokes,0
+Female,54,0,0,Yes,Private,Urban,75.52,28.7,formerly smoked,0
+Male,73,0,1,Yes,Private,Rural,82.15,31.6,formerly smoked,0
+Male,26,0,0,No,Self-employed,Urban,200.28,31.9,formerly smoked,0
+Male,73,0,1,Yes,Private,Rural,62.44,25.2,smokes,0
+Female,38,0,0,Yes,Private,Rural,84.31,25.9,smokes,0
+Male,75,1,1,Yes,Private,Rural,221.43,32.5,Unknown,0
+Male,81,0,0,Yes,Private,Urban,165.47,28.1,Unknown,0
+Female,20,0,0,No,Private,Rural,96.69,27.4,smokes,0
+Female,12,0,0,No,children,Urban,63.98,21.2,formerly smoked,0
+Male,78,0,1,Yes,Private,Urban,145.03,26.8,formerly smoked,0
+Female,42,0,0,No,Private,Urban,98.53,18.5,never smoked,0
+Female,71,1,0,Yes,Private,Urban,105.55,N/A,smokes,0
+Male,16,0,0,No,children,Rural,134.23,30.6,Unknown,0
+Male,4,0,0,No,children,Rural,62.48,19.9,Unknown,0
+Male,79,0,1,Yes,Private,Urban,213.38,N/A,Unknown,0
+Male,60,0,0,Yes,Private,Rural,70.52,26.5,formerly smoked,0
+Female,45,1,0,Yes,Private,Urban,93.21,43.8,never smoked,0
+Male,23,0,0,No,Private,Rural,82.39,31.8,Unknown,0
+Male,21,0,0,No,Private,Rural,88.29,36.6,smokes,0
+Female,67,0,0,Yes,Self-employed,Rural,80.18,22.9,formerly smoked,0
+Male,10,0,0,No,children,Rural,84.02,18.7,never smoked,0
+Female,24,0,0,Yes,Self-employed,Rural,69.72,29.6,never smoked,0
+Male,50,0,0,Yes,Self-employed,Urban,192.16,43.6,never smoked,0
+Male,79,0,1,Yes,Private,Rural,82.27,N/A,never smoked,0
+Male,14,0,0,No,children,Urban,101.87,20.3,never smoked,0
+Female,13,0,0,No,children,Rural,77.55,21.3,Unknown,0
+Male,71,0,1,Yes,Private,Urban,215.72,39.2,smokes,0
+Female,66,0,0,Yes,Private,Rural,87.84,52.8,Unknown,0
+Male,32,0,0,No,Govt_job,Rural,91.93,30.2,never smoked,0
+Male,46,0,0,Yes,Govt_job,Urban,58.63,35.3,never smoked,0
+Male,48,1,0,Yes,Private,Urban,173.14,37,smokes,0
+Female,45,0,0,Yes,Private,Urban,106.83,32.1,formerly smoked,0
+Male,55,0,0,Yes,Private,Urban,84.44,30.5,formerly smoked,0
+Female,31,0,0,Yes,Private,Urban,92.16,22.8,never smoked,0
+Male,25,0,0,No,Private,Urban,85.96,34.5,formerly smoked,0
+Male,73,1,0,Yes,Self-employed,Rural,202.57,37.4,never smoked,0
+Female,14,0,0,No,children,Rural,65.41,19.5,Unknown,0
+Female,56,0,0,Yes,Govt_job,Urban,102.51,55.7,Unknown,0
+Male,60,0,0,Yes,Private,Rural,62.6,30.4,Unknown,0
+Male,27,0,0,Yes,Private,Urban,150.1,25.3,never smoked,0
+Female,28,0,0,Yes,Private,Rural,94.15,23.1,smokes,0
+Male,46,1,0,Yes,Private,Urban,65.5,30.7,never smoked,0
+Female,11,0,0,No,children,Urban,81.31,18.8,never smoked,0
+Female,63,0,0,Yes,Private,Rural,78.96,28.6,never smoked,0
+Female,59,0,0,Yes,Private,Rural,123.47,27.5,Unknown,0
+Male,57,0,0,Yes,Private,Urban,90.4,26.5,never smoked,0
+Female,35,0,0,No,Private,Urban,71.59,40.3,never smoked,0
+Male,54,0,0,Yes,Private,Rural,209.5,37.9,formerly smoked,0
+Male,7,0,0,No,children,Urban,86.6,17.1,Unknown,0
+Female,48,0,0,Yes,Private,Urban,57.43,53.5,formerly smoked,0
+Male,69,1,0,Yes,Private,Rural,87.93,33.6,never smoked,0
+Male,59,0,0,Yes,Private,Rural,203.16,43.4,Unknown,0
+Female,72,1,0,Yes,Self-employed,Rural,112.12,30.5,never smoked,0
+Male,49,0,0,Yes,Private,Urban,92.02,38.1,never smoked,0
+Female,73,1,0,Yes,Private,Rural,60.98,29.9,formerly smoked,0
+Female,24,0,0,No,Private,Urban,86.35,32.7,never smoked,0
+Male,26,0,0,No,Private,Rural,71.26,28.6,Unknown,0
+Male,27,0,0,No,Private,Urban,72.61,38.5,never smoked,0
+Female,78,0,1,No,Self-employed,Urban,110.78,22.9,never smoked,0
+Female,77,0,0,Yes,Private,Urban,99.78,38,never smoked,0
+Female,59,0,0,Yes,Self-employed,Rural,201.45,43.8,smokes,0
+Male,0.32,0,0,No,children,Urban,127.78,20.8,Unknown,0
+Male,39,0,0,Yes,Private,Rural,121.32,26.8,never smoked,0
+Female,35,0,0,Yes,Private,Urban,83.89,25.5,never smoked,0
+Male,54,0,0,Yes,Private,Rural,74.06,N/A,never smoked,0
+Female,75,0,1,Yes,Private,Urban,206.15,25.4,never smoked,0
+Female,80,0,0,Yes,Private,Rural,102.9,26.7,Unknown,0
+Female,35,0,0,Yes,Private,Urban,65.48,50.5,never smoked,0
+Female,22,0,0,No,Govt_job,Urban,123.23,21.3,Unknown,0
+Male,39,0,0,Yes,Private,Rural,71.3,34.7,never smoked,0
+Male,6,0,0,No,children,Rural,79.05,17.9,Unknown,0
+Female,62,0,0,Yes,Self-employed,Rural,102.21,36.3,never smoked,0
+Female,13,0,0,No,children,Urban,105.22,18.4,Unknown,0
+Male,56,0,0,Yes,Govt_job,Rural,84.58,34.5,Unknown,0
+Male,53,0,1,Yes,Govt_job,Urban,77.3,33.4,never smoked,0
+Male,5,0,0,No,children,Rural,74.79,19.4,Unknown,0
+Female,44,0,0,Yes,Private,Rural,88.75,25.6,Unknown,0
+Male,13,0,0,No,children,Rural,97.97,24.5,never smoked,0
+Female,59,0,0,Yes,Private,Rural,79.18,30,Unknown,0
+Female,35,0,0,Yes,Private,Urban,81.33,28.9,never smoked,0
+Female,52,0,0,Yes,Private,Urban,126.68,28.1,never smoked,0
+Female,76,0,0,Yes,Private,Urban,196.61,23,never smoked,0
+Female,51,0,0,Yes,Self-employed,Urban,219.92,33.5,formerly smoked,0
+Female,79,0,0,Yes,Govt_job,Rural,79.16,34.8,formerly smoked,0
+Female,69,0,0,Yes,Self-employed,Urban,99.68,17.6,formerly smoked,0
+Female,78,0,0,Yes,Self-employed,Urban,79.55,21.1,formerly smoked,0
+Male,60,0,0,Yes,Private,Rural,87.86,29,formerly smoked,0
+Male,10,0,0,No,children,Urban,76.92,15.8,Unknown,0
+Male,42,1,0,Yes,Self-employed,Rural,77.24,41.2,Unknown,0
+Male,21,0,0,No,Private,Urban,120.94,29.7,formerly smoked,0
+Female,56,0,0,Yes,Private,Rural,77.66,40.8,never smoked,0
+Male,59,0,0,Yes,Govt_job,Rural,231.95,33.2,never smoked,0
+Female,69,0,0,Yes,Private,Urban,111.48,37,smokes,0
+Female,25,0,0,Yes,Private,Urban,84.25,24.5,Unknown,0
+Male,63,0,0,Yes,Self-employed,Rural,216.38,34.5,never smoked,0
+Male,25,0,0,No,Private,Rural,95.01,28,never smoked,0
+Female,58,0,0,Yes,Private,Urban,105.74,26.8,formerly smoked,0
+Female,28,0,0,Yes,Private,Rural,58.41,21,Unknown,0
+Female,46,0,0,Yes,Govt_job,Urban,56.89,23.8,smokes,0
+Male,53,0,0,Yes,Private,Urban,86.25,29.3,never smoked,0
+Female,37,0,0,Yes,Private,Rural,86.49,24.4,Unknown,0
+Male,12,0,0,No,children,Rural,115.47,22.6,Unknown,0
+Female,14,0,0,No,children,Rural,92.22,22.8,Unknown,0
+Female,60,0,0,Yes,Private,Rural,83.16,29.7,smokes,0
+Male,42,0,0,Yes,Private,Rural,110.68,32.4,formerly smoked,0
+Female,65,0,0,Yes,Private,Rural,70.06,35.8,Unknown,0
+Male,80,1,0,Yes,Self-employed,Urban,213.33,31.1,formerly smoked,0
+Male,32,0,0,Yes,Private,Urban,93.52,31.9,Unknown,0
+Female,53,0,0,Yes,Govt_job,Rural,87.62,33.7,smokes,0
+Female,50,0,0,Yes,Govt_job,Rural,77.67,25.6,never smoked,0
+Female,23,0,0,No,Private,Rural,95.66,19.9,smokes,0
+Female,45,0,0,Yes,Private,Urban,172.33,45.3,formerly smoked,0
+Female,0.8,0,0,No,children,Urban,106.59,15.5,Unknown,0
+Male,49,0,0,Yes,Private,Urban,87.06,28.3,never smoked,0
+Male,70,0,1,Yes,Private,Rural,93.02,40.2,formerly smoked,0
+Female,82,0,0,Yes,Self-employed,Urban,243.59,24.3,never smoked,0
+Male,23,0,0,No,Private,Urban,86.7,24.6,Unknown,0
+Female,79,0,0,Yes,Self-employed,Rural,97.81,26.6,formerly smoked,0
+Female,74,0,0,Yes,Private,Urban,116.04,30.9,never smoked,0
+Male,78,0,1,Yes,Self-employed,Urban,169.43,23.5,formerly smoked,0
+Female,50,0,0,Yes,Private,Rural,68.41,23.9,smokes,0
+Female,34,0,0,Yes,Private,Rural,94.44,34.2,Unknown,0
+Male,47,0,0,Yes,Govt_job,Urban,73.48,34.9,smokes,0
+Female,52,0,0,Yes,Govt_job,Rural,183.87,26.2,never smoked,0
+Female,67,0,0,Yes,Private,Rural,66.08,36.2,never smoked,0
+Female,62,0,0,Yes,Private,Rural,72.19,22.4,Unknown,0
+Female,18,0,0,No,Private,Rural,101.09,19.3,smokes,0
+Female,75,1,0,Yes,Govt_job,Urban,88.83,41.7,never smoked,0
+Female,42,0,0,Yes,Private,Rural,69.99,46,smokes,0
+Male,29,0,0,Yes,Govt_job,Urban,102.4,26.9,smokes,0
+Male,52,0,0,Yes,Govt_job,Rural,87.26,40.1,smokes,0
+Female,18,0,0,No,Private,Urban,146.59,27.7,Unknown,0
+Male,67,0,0,Yes,Govt_job,Rural,59,29.5,Unknown,0
+Female,66,0,0,Yes,Private,Urban,76.83,26,never smoked,0
+Male,5,0,0,No,children,Urban,101.83,22.7,Unknown,0
+Female,18,0,0,No,Govt_job,Urban,90.92,16,never smoked,0
+Male,52,0,0,Yes,Govt_job,Urban,67.5,27.7,smokes,0
+Female,44,0,0,Yes,Govt_job,Urban,97.16,33.1,Unknown,0
+Male,46,1,0,Yes,Govt_job,Urban,85.62,33.1,formerly smoked,0
+Female,36,0,0,Yes,Govt_job,Rural,129.43,29.7,never smoked,0
+Female,61,0,0,Yes,Govt_job,Urban,106.01,34,smokes,0
+Female,7,0,0,No,children,Rural,114.82,33.3,Unknown,0
+Female,15,0,0,No,children,Urban,121.39,27,Unknown,0
+Male,61,0,0,Yes,Private,Urban,227.98,14.2,Unknown,0
+Male,20,0,0,No,Private,Urban,78.97,19.4,never smoked,0
+Female,2,0,0,No,children,Urban,84.12,15.3,Unknown,0
+Male,47,0,0,Yes,Self-employed,Urban,95.04,28.7,never smoked,0
+Female,25,0,0,No,Govt_job,Rural,103.15,21,smokes,0
+Male,66,1,0,Yes,Private,Urban,82.91,28.9,formerly smoked,0
+Male,2,0,0,No,children,Urban,70.93,20.3,Unknown,0
+Female,63,0,0,Yes,Private,Rural,153.6,28,formerly smoked,0
+Female,53,0,0,No,Private,Urban,129.43,29.6,never smoked,0
+Female,33,0,0,Yes,Govt_job,Rural,81,30.2,formerly smoked,0
+Female,23,0,0,No,Govt_job,Rural,71.81,22.2,Unknown,0
+Female,23,0,0,No,Govt_job,Urban,84.46,28.4,formerly smoked,0
+Female,81,0,0,Yes,Self-employed,Rural,101.32,29.6,formerly smoked,0
+Male,55,0,0,Yes,Private,Urban,62.56,28.6,never smoked,0
+Female,69,1,0,Yes,Govt_job,Urban,208.2,32.6,formerly smoked,0
+Male,58,0,0,Yes,Private,Urban,199.42,29,never smoked,0
+Female,70,0,0,Yes,Private,Urban,91.28,30.1,Unknown,0
+Female,48,0,0,Yes,Private,Urban,77.99,31.2,formerly smoked,0
+Male,15,0,0,No,Private,Urban,190.13,20.7,never smoked,0
+Male,31,1,0,Yes,Private,Urban,149.68,45.1,never smoked,0
+Female,2,0,0,No,children,Rural,92.3,14.8,Unknown,0
+Male,80,0,0,No,Self-employed,Rural,235.54,37.4,formerly smoked,0
+Female,69,0,0,Yes,Private,Rural,84.46,19.9,Unknown,0
+Female,52,0,0,Yes,Private,Rural,68.7,16,Unknown,0
+Male,80,1,0,Yes,Self-employed,Urban,178.89,27.4,Unknown,0
+Male,54,0,0,Yes,Private,Rural,227.74,33.4,smokes,0
+Female,2,0,0,No,children,Rural,100.66,18.5,Unknown,0
+Male,39,0,0,Yes,Govt_job,Urban,73.62,33.4,Unknown,0
+Female,38,0,0,Yes,Private,Rural,100.05,20.8,smokes,0
+Male,76,0,1,Yes,Private,Rural,213.8,22,never smoked,0
+Female,45,0,0,No,Private,Rural,103.94,32.5,smokes,0
+Female,1.24,0,0,No,children,Urban,84.2,19.2,Unknown,0
+Female,77,0,0,Yes,Private,Urban,250.8,32.9,never smoked,0
+Female,46,0,0,No,Govt_job,Rural,112.29,23.5,Unknown,0
+Female,50,0,0,Yes,Private,Urban,65.98,21.7,never smoked,0
+Female,52,0,0,Yes,Private,Urban,99.1,29.1,Unknown,0
+Female,73,1,0,Yes,Private,Rural,217.84,N/A,never smoked,0
+Male,41,0,0,Yes,Private,Urban,104.34,30.3,Unknown,0
+Female,40,0,0,No,Private,Rural,217,29.4,formerly smoked,0
+Female,59,0,0,Yes,Private,Rural,57.47,30.1,formerly smoked,0
+Male,48,0,0,Yes,Govt_job,Urban,78.24,32.9,never smoked,0
+Female,42,0,0,Yes,Private,Rural,94.38,34,never smoked,0
+Female,26,0,0,No,Private,Urban,100.31,38.6,never smoked,0
+Male,39,0,0,Yes,Self-employed,Urban,74.29,29.3,smokes,0
+Female,34,0,0,No,Private,Rural,103.43,43.6,smokes,0
+Female,54,0,0,Yes,Private,Urban,99.83,22.7,formerly smoked,0
+Female,57,0,0,Yes,Private,Urban,217.4,36.6,never smoked,0
+Female,1.56,0,0,No,children,Urban,71.81,22.6,Unknown,0
+Female,50,1,1,No,Govt_job,Urban,79.79,25.6,smokes,0
+Female,64,1,0,Yes,Self-employed,Urban,190.92,31.4,never smoked,0
+Male,44,0,0,Yes,Govt_job,Urban,94.76,26,formerly smoked,0
+Male,38,0,0,Yes,Private,Urban,101.43,27,formerly smoked,0
+Male,32,0,0,Yes,Private,Rural,115.86,33.3,never smoked,0
+Male,17,0,0,No,Private,Rural,95.27,17.3,Unknown,0
+Male,81,0,0,Yes,Govt_job,Rural,89.02,26.9,never smoked,0
+Male,15,0,0,No,Private,Urban,77.55,24.8,Unknown,0
+Female,5,0,0,No,children,Urban,75.86,20,Unknown,0
+Male,70,1,1,Yes,Private,Rural,93.62,35.8,never smoked,0
+Male,52,0,0,No,Govt_job,Rural,72.71,36.9,formerly smoked,0
+Female,67,0,1,Yes,Self-employed,Rural,94.45,29.6,formerly smoked,0
+Female,17,0,0,No,Never_worked,Rural,88.57,31.1,never smoked,0
+Male,61,0,0,Yes,Private,Urban,84.12,25.1,formerly smoked,0
+Female,31,0,0,No,Private,Urban,89.11,51.9,smokes,0
+Male,58,0,0,Yes,Self-employed,Rural,99.83,36.3,smokes,0
+Female,12,0,0,No,children,Rural,150.03,28.2,never smoked,0
+Female,30,0,0,No,Private,Urban,69.67,35.8,formerly smoked,0
+Female,65,0,0,Yes,Self-employed,Urban,77.46,30.9,formerly smoked,0
+Female,23,0,0,No,Private,Urban,100.54,22.1,smokes,0
+Male,14,0,0,No,children,Rural,142.38,17.6,never smoked,0
+Male,27,0,0,No,Self-employed,Rural,110.87,29.5,smokes,0
+Female,53,0,0,Yes,Private,Urban,73.6,27,never smoked,0
+Female,58,1,0,Yes,Govt_job,Rural,59.52,33.2,never smoked,0
+Male,9,0,0,No,children,Urban,142.68,24.4,Unknown,0
+Male,59,1,0,Yes,Self-employed,Urban,182.9,34.4,smokes,0
+Female,46,0,0,Yes,Govt_job,Urban,75.28,36.7,formerly smoked,0
+Female,41,0,0,No,Private,Rural,100.75,27.2,never smoked,0
+Male,55,0,0,Yes,Self-employed,Rural,163.82,27.5,never smoked,0
+Female,43,0,0,Yes,Private,Urban,110.42,32.6,smokes,0
+Female,5,0,0,No,children,Rural,105.18,N/A,Unknown,0
+Male,15,0,0,No,Never_worked,Rural,79.59,28.4,Unknown,0
+Female,36,0,0,Yes,Private,Rural,107.99,25.5,never smoked,0
+Female,36,0,0,Yes,Private,Rural,90.22,28.7,formerly smoked,0
+Female,47,0,0,No,Private,Rural,143.45,23.8,never smoked,0
+Female,18,0,0,No,Private,Rural,78.57,34.4,Unknown,0
+Male,19,0,0,No,Private,Rural,79.82,26.1,Unknown,0
+Male,65,0,0,Yes,Self-employed,Urban,95.88,28.5,never smoked,0
+Male,17,0,0,No,Govt_job,Urban,123.04,29.6,never smoked,0
+Male,54,0,0,Yes,Private,Urban,92.34,29.4,smokes,0
+Female,46,0,0,Yes,Private,Rural,116.84,28.2,never smoked,0
+Female,59,0,0,Yes,Self-employed,Urban,90.04,28.7,formerly smoked,0
+Female,48,0,0,Yes,Govt_job,Rural,255.17,38.1,formerly smoked,0
+Female,38,0,0,Yes,Private,Rural,217.55,N/A,smokes,0
+Female,18,0,0,No,Private,Urban,123.66,22.2,never smoked,0
+Female,56,0,0,Yes,Self-employed,Urban,112.16,25.7,Unknown,0
+Male,3,0,0,No,children,Urban,88.43,17.7,Unknown,0
+Female,41,0,0,No,Private,Urban,86.03,26.4,never smoked,0
+Female,67,0,0,Yes,Private,Urban,227.96,32.8,Unknown,0
+Female,60,0,0,Yes,Private,Rural,85.6,34.5,Unknown,0
+Female,47,0,0,Yes,Govt_job,Rural,111.68,39.5,never smoked,0
+Female,24,0,0,No,Private,Urban,73.49,23.5,never smoked,0
+Male,43,0,0,Yes,Private,Urban,87.82,38.8,formerly smoked,0
+Female,17,0,0,No,Private,Rural,99.29,21.2,Unknown,0
+Female,45,0,0,Yes,Private,Rural,63.73,32,Unknown,0
+Female,24,0,0,Yes,Private,Urban,85.55,63.3,never smoked,0
+Female,79,0,0,No,Self-employed,Urban,79.2,32.6,never smoked,0
+Male,79,0,0,Yes,Self-employed,Urban,105.93,25.2,never smoked,0
+Female,27,0,0,Yes,Private,Urban,94.19,27.4,formerly smoked,0
+Male,72,1,0,Yes,Private,Rural,231.71,N/A,Unknown,0
+Male,64,0,1,Yes,Self-employed,Rural,69.28,38.6,formerly smoked,0
+Female,34,0,0,Yes,Private,Urban,71.37,32.9,never smoked,0
+Female,50,0,0,Yes,Self-employed,Urban,110.18,26,formerly smoked,0
+Female,58,0,0,Yes,Self-employed,Rural,59.68,29.2,formerly smoked,0
+Male,26,0,0,Yes,Govt_job,Urban,94.24,29.2,formerly smoked,0
+Female,50,0,0,Yes,Private,Rural,82.1,26.4,Unknown,0
+Female,80,0,0,Yes,Private,Urban,62.62,23.1,formerly smoked,0
+Male,2,0,0,No,children,Urban,107.83,21.2,Unknown,0
+Male,46,0,0,No,Private,Urban,107.59,26.2,formerly smoked,0
+Female,29,0,0,Yes,Private,Urban,116.98,23.4,never smoked,0
+Female,6,0,0,No,children,Rural,84.1,19.8,Unknown,0
+Male,32,0,0,Yes,Self-employed,Urban,160.64,20.4,smokes,0
+Female,16,0,0,No,Never_worked,Urban,84.4,25.9,never smoked,0
+Female,44,0,0,Yes,Govt_job,Rural,81.13,34.1,never smoked,0
+Female,23,0,0,No,Private,Urban,88.19,18.3,never smoked,0
+Male,48,0,0,Yes,Private,Rural,127.13,35,Unknown,0
+Female,34,0,0,Yes,Private,Rural,119.61,26.4,Unknown,0
+Male,78,0,0,Yes,Govt_job,Urban,143.47,27.6,formerly smoked,0
+Female,42,0,0,Yes,Private,Rural,84.6,27,smokes,0
+Male,14,0,0,No,Private,Rural,110.72,N/A,never smoked,0
+Female,40,0,0,No,Private,Rural,158.93,31.3,smokes,0
+Male,10,0,0,No,children,Rural,68.94,18,Unknown,0
+Female,39,0,0,Yes,Govt_job,Rural,69.38,22.1,Unknown,0
+Female,42,0,0,No,Self-employed,Urban,72,34.4,never smoked,0
+Male,47,0,0,Yes,Private,Rural,57.76,33.2,smokes,0
+Male,14,0,0,No,Private,Rural,108.65,23.1,never smoked,0
+Male,45,0,0,Yes,Private,Rural,65.42,39.7,never smoked,0
+Male,58,0,0,No,Private,Rural,78.93,40.7,formerly smoked,0
+Female,73,0,0,Yes,Private,Rural,98.34,30.9,Unknown,0
+Female,62,0,0,Yes,Private,Rural,82.57,27.5,Unknown,0
+Female,62,0,1,Yes,Govt_job,Urban,124.37,28.3,never smoked,0
+Female,51,0,1,Yes,Self-employed,Urban,100.96,33.4,never smoked,0
+Male,0.8,0,0,No,children,Urban,75.22,33.1,Unknown,0
+Female,57,0,0,Yes,Private,Urban,59.85,41.5,never smoked,0
+Female,8,0,0,No,children,Rural,104.75,17.1,Unknown,0
+Female,69,0,0,Yes,Govt_job,Rural,70.98,30,Unknown,0
+Female,16,0,0,No,Private,Rural,92.77,24.9,Unknown,0
+Female,56,0,0,Yes,Private,Urban,82.12,32.5,smokes,0
+Female,41,0,0,Yes,Govt_job,Rural,106.35,26.1,never smoked,0
+Female,1.24,0,0,No,children,Rural,77.33,19.2,Unknown,0
+Female,42,0,0,Yes,Private,Urban,96.01,38.7,Unknown,0
+Male,57,0,0,Yes,Private,Urban,107.49,29.5,never smoked,0
+Male,20,0,0,No,Private,Rural,88.47,28.1,smokes,0
+Female,8,0,0,No,children,Rural,87.92,14.1,Unknown,0
+Male,43,0,0,Yes,Private,Urban,91.13,33.9,never smoked,0
+Male,62,0,0,Yes,Private,Rural,80.72,26,formerly smoked,0
+Male,42,0,0,No,Govt_job,Rural,59.83,52.8,never smoked,0
+Male,50,0,0,Yes,Private,Urban,67.02,N/A,formerly smoked,0
+Female,63,0,0,Yes,Private,Rural,60.22,29.2,never smoked,0
+Male,80,0,1,Yes,Private,Rural,82.41,26.3,smokes,0
+Female,13,0,0,No,children,Urban,75.78,23.6,Unknown,0
+Female,20,0,0,No,Private,Rural,102.42,18.6,never smoked,0
+Female,71,0,1,Yes,Self-employed,Rural,98.45,29.7,Unknown,0
+Female,50,0,0,Yes,Private,Urban,93.51,30.9,smokes,0
+Female,76,0,0,Yes,Private,Rural,113.68,22.8,Unknown,0
+Female,41,0,0,Yes,Private,Rural,97.41,25.5,never smoked,0
+Male,76,0,0,Yes,Private,Urban,58.65,25.6,smokes,0
+Female,78,0,0,Yes,Self-employed,Rural,81.68,23,Unknown,0
+Male,5,0,0,No,children,Urban,148.52,20.6,Unknown,0
+Male,29,1,0,Yes,Private,Urban,77.55,N/A,formerly smoked,0
+Female,43,0,0,Yes,Private,Rural,142.12,28.4,smokes,0
+Female,49,0,0,Yes,Private,Urban,125.3,29.7,formerly smoked,0
+Male,70,1,0,Yes,Self-employed,Rural,118.81,26,smokes,0
+Male,24,0,0,No,Private,Urban,84.16,37.5,smokes,0
+Female,41,0,0,Yes,Private,Urban,78.74,42.3,smokes,0
+Male,20,0,0,No,Private,Urban,57.51,21.4,Unknown,0
+Male,34,0,0,Yes,Private,Urban,61.11,29.3,never smoked,0
+Male,32,0,0,Yes,Private,Urban,78.3,31,Unknown,0
+Male,27,0,0,Yes,Private,Urban,76.19,22,never smoked,0
+Female,44,0,0,Yes,Govt_job,Rural,115.99,20.9,never smoked,0
+Male,20,0,0,No,Private,Rural,100.8,45.9,never smoked,0
+Female,52,0,0,Yes,Private,Urban,98.27,61.2,Unknown,0
+Female,57,0,0,Yes,Private,Rural,93.85,29.1,never smoked,0
+Male,29,0,0,No,Private,Rural,94.69,28.4,smokes,0
+Female,16,0,0,No,Private,Urban,136.23,22.6,Unknown,0
+Female,35,0,0,Yes,Govt_job,Rural,56.12,24.2,smokes,0
+Female,5,0,0,No,children,Rural,93.03,16.3,Unknown,0
+Male,63,0,0,Yes,Private,Rural,196.81,35.9,never smoked,0
+Male,59,1,0,Yes,Private,Rural,87.81,29.8,formerly smoked,0
+Male,63,0,0,Yes,Private,Urban,222.66,37,formerly smoked,0
+Male,52,0,0,Yes,Private,Rural,223.58,35.8,never smoked,0
+Female,50,0,0,No,Private,Urban,85.77,21.1,never smoked,0
+Female,43,0,0,Yes,Private,Rural,88.23,37.6,Unknown,0
+Female,27,0,0,No,Self-employed,Urban,73.65,24.8,Unknown,0
+Male,30,0,0,No,Private,Urban,141.8,31.9,never smoked,0
+Female,8,0,0,No,children,Rural,92.65,17.5,Unknown,0
+Male,75,1,0,Yes,Private,Rural,198.79,N/A,smokes,0
+Male,14,0,0,No,Private,Rural,61.04,17.6,Unknown,0
+Female,23,0,0,Yes,Private,Rural,102.88,38.9,Unknown,0
+Male,6,0,0,No,children,Urban,123.39,15.2,Unknown,0
+Female,37,0,0,Yes,Govt_job,Rural,67.07,27.4,never smoked,0
+Male,38,0,0,Yes,Govt_job,Rural,69.88,27.9,smokes,0
+Male,3,0,0,No,children,Urban,57.02,16.1,Unknown,0
+Female,26,0,0,No,Govt_job,Urban,123.81,39,never smoked,0
+Female,58,0,0,Yes,Govt_job,Rural,73.36,36.6,formerly smoked,0
+Male,57,0,0,Yes,Private,Rural,90.54,33.7,never smoked,0
+Male,58,0,0,Yes,Private,Urban,69.24,27.6,never smoked,0
+Male,76,0,0,Yes,Private,Urban,192.39,31,never smoked,0
+Female,68,1,1,Yes,Private,Rural,233.3,N/A,Unknown,0
+Female,79,0,0,Yes,Self-employed,Urban,74.35,28.5,formerly smoked,0
+Male,34,0,0,Yes,Private,Rural,71.94,31.4,smokes,0
+Male,75,0,0,Yes,Self-employed,Rural,82.35,25.3,never smoked,0
+Male,11,0,0,No,children,Rural,73.28,17.2,never smoked,0
+Male,71,1,0,Yes,Self-employed,Rural,97.57,26.9,Unknown,0
+Female,40,0,0,Yes,Private,Rural,83.3,32,smokes,0
+Female,24,0,0,No,Private,Urban,85.07,22.5,Unknown,0
+Male,0.64,0,0,No,children,Urban,60.4,17.3,Unknown,0
+Female,82,0,0,Yes,Self-employed,Urban,79.96,27,formerly smoked,0
+Male,32,0,0,Yes,Private,Rural,70.96,33.1,Unknown,0
+Female,81,0,0,Yes,Private,Urban,82.86,25,never smoked,0
+Female,33,1,0,No,Private,Rural,97.87,N/A,smokes,0
+Female,79,0,1,Yes,Private,Rural,201.38,31.1,never smoked,0
+Female,62,0,0,Yes,Self-employed,Urban,91.82,19.6,Unknown,0
+Male,39,0,0,Yes,Private,Rural,91.85,24.7,smokes,0
+Female,60,1,0,Yes,Self-employed,Urban,99.23,48,formerly smoked,0
+Male,48,0,0,Yes,Private,Urban,68.13,38,formerly smoked,0
+Male,24,0,0,No,Private,Rural,93.76,24,formerly smoked,0
+Female,70,1,0,Yes,Self-employed,Rural,103.89,30,never smoked,0
+Female,17,0,0,No,Private,Urban,87.39,24.6,Unknown,0
+Female,56,0,0,Yes,Govt_job,Urban,89.53,23.1,Unknown,0
+Female,3,0,0,No,children,Urban,66.61,17.4,Unknown,0
+Male,65,0,0,Yes,Private,Rural,236.14,43.1,Unknown,0
+Male,72,0,1,Yes,Private,Urban,99.76,27.1,formerly smoked,0
+Male,10,0,0,No,children,Urban,87.09,14.3,Unknown,0
+Male,29,0,0,Yes,Private,Urban,193.81,46.8,never smoked,0
+Female,44,0,0,Yes,Private,Rural,97.27,26,never smoked,0
+Male,46,0,0,Yes,Private,Urban,137.77,29.3,never smoked,0
+Male,33,0,0,Yes,Private,Urban,105.19,50.1,smokes,0
+Male,63,0,1,Yes,Self-employed,Urban,82.72,N/A,never smoked,0
+Male,0.24,0,0,No,children,Urban,58.35,18.6,Unknown,0
+Male,55,0,0,Yes,Private,Urban,68.79,27,never smoked,0
+Female,56,0,0,Yes,Private,Urban,94.19,25.7,never smoked,0
+Male,50,0,0,No,Govt_job,Rural,121.17,25.5,formerly smoked,0
+Male,78,1,1,Yes,Self-employed,Rural,106.41,27.3,never smoked,0
+Male,63,0,0,Yes,Private,Rural,104.79,24.1,Unknown,0
+Female,31,0,0,Yes,Private,Urban,82.18,42.7,never smoked,0
+Male,65,0,0,Yes,Private,Urban,96.81,41.2,smokes,0
+Male,51,0,0,Yes,Private,Rural,107.42,20.2,formerly smoked,0
+Male,60,0,0,Yes,Private,Rural,69.2,30.9,never smoked,0
+Male,69,0,0,Yes,Self-employed,Urban,92.73,27.7,never smoked,0
+Female,23,0,0,No,Private,Urban,86.11,22.3,never smoked,0
+Male,46,0,0,Yes,Private,Rural,111.78,39.4,smokes,0
+Female,16,0,0,No,Private,Urban,122.26,34.2,never smoked,0
+Female,26,0,0,No,Private,Rural,78.16,20.1,never smoked,0
+Female,44,1,0,Yes,Govt_job,Rural,105.77,36.8,never smoked,0
+Female,56,0,0,Yes,Private,Urban,102.97,N/A,smokes,0
+Female,23,0,0,Yes,Govt_job,Urban,77.53,33.9,formerly smoked,0
+Female,38,0,0,Yes,Private,Urban,77.35,27.7,never smoked,0
+Female,18,0,0,No,Never_worked,Urban,82.36,22.7,Unknown,0
+Female,63,0,1,Yes,Self-employed,Rural,239.95,32.2,smokes,0
+Male,23,0,0,No,Private,Urban,61.96,22,smokes,0
+Male,32,0,0,No,Private,Rural,72.1,23.2,never smoked,0
+Male,8,0,0,No,children,Rural,107.97,26.7,Unknown,0
+Male,77,0,0,Yes,Self-employed,Urban,60.77,23,smokes,0
+Female,41,0,0,Yes,Private,Urban,71.06,23.4,never smoked,0
+Female,34,0,0,No,Govt_job,Urban,60.36,24.1,never smoked,0
+Male,25,0,0,Yes,Self-employed,Urban,83.33,31.5,Unknown,0
+Female,35,0,0,Yes,Self-employed,Urban,65.33,26.1,never smoked,0
+Male,15,0,0,No,children,Urban,113.28,23.7,never smoked,0
+Male,1.64,0,0,No,children,Urban,170.88,20.8,Unknown,0
+Male,4,0,0,No,children,Urban,103.34,18.8,Unknown,0
+Female,33,0,0,No,Private,Rural,106.08,32.5,formerly smoked,0
+Male,28,0,0,Yes,Self-employed,Urban,156.45,24.3,never smoked,0
+Female,37,0,0,Yes,Private,Urban,60.05,24.1,Unknown,0
+Female,50,0,0,Yes,Private,Rural,114.05,32.5,never smoked,0
+Female,76,0,1,Yes,Self-employed,Urban,202.21,39.3,formerly smoked,0
+Female,72,0,0,Yes,Self-employed,Rural,57.28,23.9,never smoked,0
+Male,16,0,0,No,Private,Rural,99.49,22,Unknown,0
+Male,44,0,0,Yes,Private,Urban,63.6,37.3,never smoked,0
+Male,46,0,1,Yes,Govt_job,Urban,80.01,33,formerly smoked,0
+Male,46,0,0,Yes,Private,Urban,58.42,24.7,formerly smoked,0
+Female,73,1,1,Yes,Govt_job,Urban,67.38,32.8,formerly smoked,0
+Female,29,0,0,Yes,Self-employed,Rural,73.58,29.8,Unknown,0
+Male,19,0,0,No,Private,Urban,103.92,24.1,Unknown,0
+Female,27,0,0,No,Private,Rural,80.22,21.6,never smoked,0
+Female,36,0,0,Yes,Private,Rural,103.76,27.1,never smoked,0
+Female,61,0,0,Yes,Self-employed,Urban,77.06,27,never smoked,0
+Female,9,0,0,No,children,Rural,90.22,18.7,Unknown,0
+Female,25,0,0,No,Private,Urban,181.3,35.8,never smoked,0
+Female,68,0,0,Yes,Private,Rural,85.29,27.1,formerly smoked,0
+Female,26,1,0,Yes,Private,Urban,107.59,33.1,smokes,0
+Female,17,0,0,No,Private,Urban,87.72,25.9,smokes,0
+Male,75,0,0,Yes,Private,Rural,70.73,26.7,smokes,0
+Male,34,0,0,No,Govt_job,Urban,72.75,22.2,Unknown,0
+Male,53,0,0,Yes,Private,Rural,95.47,26,smokes,0
+Female,18,0,0,No,Private,Urban,70.54,23.5,Unknown,0
+Male,48,0,0,Yes,Private,Urban,100.03,23.5,never smoked,0
+Female,5,0,0,No,children,Rural,59.78,15.9,Unknown,0
+Male,79,0,0,Yes,Private,Urban,198.79,24.9,never smoked,0
+Male,16,0,0,No,Private,Rural,90.39,26.5,never smoked,0
+Female,32,0,0,Yes,Private,Rural,147.04,35.7,Unknown,0
+Male,70,0,0,Yes,Govt_job,Urban,202.55,N/A,formerly smoked,0
+Male,55,1,1,Yes,Private,Rural,64.92,32.1,smokes,0
+Female,70,1,0,Yes,Self-employed,Rural,154.6,28.5,formerly smoked,0
+Female,51,0,0,Yes,Private,Urban,95.98,40.1,smokes,0
+Female,39,0,0,Yes,Private,Rural,102.51,26.6,smokes,0
+Male,79,1,0,No,Private,Urban,96.52,21.7,Unknown,0
+Male,80,1,0,Yes,Self-employed,Rural,232.12,28.8,never smoked,0
+Female,34,0,0,Yes,Self-employed,Rural,78.12,32,Unknown,0
+Male,59,0,0,Yes,Govt_job,Urban,70.04,31.4,never smoked,0
+Female,54,0,0,Yes,Private,Rural,97.61,32.1,smokes,0
+Female,22,0,0,No,Private,Urban,113.11,19.8,Unknown,0
+Female,21,0,0,No,Private,Rural,71.06,25.3,formerly smoked,0
+Female,4,0,0,No,children,Rural,104.95,28.8,Unknown,0
+Female,26,0,0,No,Private,Urban,81.94,26,smokes,0
+Male,62,0,0,Yes,Private,Urban,96.37,30.7,formerly smoked,0
+Female,33,0,0,Yes,Private,Rural,114.16,43.3,never smoked,0
+Male,51,0,0,Yes,Self-employed,Rural,93.58,35.2,smokes,0
+Female,75,0,0,Yes,Govt_job,Urban,73.89,20.9,Unknown,0
+Male,42,0,0,Yes,Private,Rural,107.83,35.3,smokes,0
+Female,82,1,0,Yes,Self-employed,Urban,107.21,27,formerly smoked,0
+Female,61,0,0,Yes,Private,Rural,99.35,26.1,smokes,0
+Female,62,0,0,Yes,Private,Rural,203.57,29.1,Unknown,0
+Male,59,1,1,Yes,Govt_job,Rural,81.51,32.6,never smoked,0
+Female,31,0,0,Yes,Private,Rural,69.26,21.8,formerly smoked,0
+Male,12,0,0,No,children,Urban,111.47,32.3,never smoked,0
+Female,76,0,1,Yes,Private,Rural,86.09,28.1,never smoked,0
+Male,71,0,1,Yes,Govt_job,Rural,72.94,32.3,formerly smoked,0
+Female,15,0,0,No,Private,Urban,76.77,21.7,Unknown,0
+Male,44,0,0,Yes,Private,Rural,60.32,25,never smoked,0
+Male,30,0,0,No,Private,Rural,133.24,28.9,never smoked,0
+Female,47,0,0,Yes,Private,Rural,65.01,21.7,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,74.63,45.3,never smoked,0
+Female,60,0,0,Yes,Private,Rural,230.78,40.2,never smoked,0
+Male,62,0,0,Yes,Private,Urban,72.5,22.5,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,68.48,21.3,never smoked,0
+Male,78,0,0,Yes,Private,Urban,85.03,26.1,formerly smoked,0
+Female,35,0,0,Yes,Private,Urban,80.76,28.8,smokes,0
+Male,71,0,1,Yes,Private,Urban,204.98,N/A,formerly smoked,0
+Female,57,0,0,Yes,Self-employed,Rural,95.36,32.4,formerly smoked,0
+Male,12,0,0,No,children,Urban,110.33,20.4,Unknown,0
+Male,26,0,0,Yes,Private,Urban,89.18,25.9,formerly smoked,0
+Male,33,0,0,No,Self-employed,Rural,91.53,38.8,formerly smoked,0
+Male,60,0,0,Yes,Private,Rural,65.16,30.8,never smoked,0
+Female,35,0,0,No,Private,Rural,74.53,24.6,never smoked,0
+Female,10,0,0,No,children,Rural,93.29,20.6,Unknown,0
+Male,50,0,0,Yes,Govt_job,Urban,227.89,38.8,formerly smoked,0
+Female,44,0,0,Yes,Private,Urban,121.46,40.4,Unknown,0
+Female,73,0,0,No,Self-employed,Rural,69.35,N/A,never smoked,0
+Female,41,0,0,Yes,Private,Rural,216.71,36.2,never smoked,0
+Female,7,0,0,No,children,Rural,74.96,18.8,Unknown,0
+Male,45,0,0,Yes,Self-employed,Rural,75.25,27.6,smokes,0
+Female,60,0,0,No,Private,Rural,91.82,28.3,formerly smoked,0
+Female,49,1,0,Yes,Govt_job,Urban,56.37,39.4,smokes,0
+Female,45,0,0,Yes,Self-employed,Rural,149.15,33.5,Unknown,0
+Female,55,1,0,Yes,Private,Urban,202.67,40.4,formerly smoked,0
+Female,54,0,0,Yes,Private,Rural,65.38,25.9,Unknown,0
+Female,39,0,0,Yes,Private,Urban,90.31,27.6,smokes,0
+Male,76,0,0,Yes,Self-employed,Rural,221.8,44.7,formerly smoked,0
+Female,28,0,0,Yes,Private,Rural,73.39,30.8,Unknown,0
+Female,70,1,0,Yes,Private,Urban,147.12,22.3,formerly smoked,0
+Male,28,0,0,Yes,Private,Urban,109.85,27.9,Unknown,0
+Male,79,0,0,Yes,Self-employed,Rural,103.21,22.9,formerly smoked,0
+Male,30,0,0,Yes,Private,Urban,81.25,27.3,smokes,0
+Female,26,0,0,Yes,Govt_job,Urban,84.69,25,never smoked,0
+Female,57,0,0,Yes,Govt_job,Rural,87.1,48.3,smokes,0
+Female,16,0,0,No,Private,Rural,81.92,22.7,Unknown,0
+Male,40,1,0,Yes,Private,Urban,90.91,39.1,Unknown,0
+Male,77,0,0,Yes,Govt_job,Urban,64.4,27.8,never smoked,0
+Female,67,1,0,Yes,Private,Rural,85.48,N/A,smokes,0
+Female,36,0,0,Yes,Private,Rural,67.29,36.7,formerly smoked,0
+Female,40,1,0,Yes,Private,Urban,124.48,38.5,Unknown,0
+Male,2,0,1,No,children,Urban,62.89,29.4,Unknown,0
+Male,52,0,0,Yes,Private,Urban,87.51,30.5,formerly smoked,0
+Female,78,0,0,Yes,Private,Urban,93.15,23.6,Unknown,0
+Female,22,0,0,No,Private,Urban,64.87,20.6,Unknown,0
+Male,33,0,0,Yes,Self-employed,Urban,90.68,31.7,smokes,0
+Male,40,0,0,Yes,Private,Urban,104.64,24.9,Unknown,0
+Female,20,0,0,No,Private,Urban,92.44,33.4,never smoked,0
+Male,19,0,0,No,Private,Rural,120.46,22.2,Unknown,0
+Male,25,0,0,Yes,Private,Urban,89.87,26.5,never smoked,0
+Female,23,0,0,No,Private,Urban,105.28,27.1,formerly smoked,0
+Female,28,0,0,Yes,Private,Rural,131.8,30.3,never smoked,0
+Female,6,0,0,No,children,Rural,66.33,18.6,Unknown,0
+Female,37,0,0,Yes,Private,Rural,101.07,26.4,Unknown,0
+Female,10,0,0,No,children,Rural,83.37,17.8,formerly smoked,0
+Female,34,0,0,Yes,Private,Urban,79.8,37.4,smokes,0
+Female,60,0,0,Yes,Self-employed,Rural,103.17,32.1,formerly smoked,0
+Female,22,0,0,No,Private,Urban,62.52,38.2,never smoked,0
+Female,62,1,0,Yes,Self-employed,Urban,75.78,N/A,smokes,0
+Female,52,0,0,Yes,Govt_job,Urban,110.36,39.1,formerly smoked,0
+Male,61,0,0,No,Private,Rural,140.07,29.5,never smoked,0
+Female,10,0,0,No,children,Rural,84.86,28.6,never smoked,0
+Male,36,0,0,Yes,Private,Rural,106.85,40.1,never smoked,0
+Female,29,0,0,Yes,Private,Rural,102.07,31.8,never smoked,0
+Female,69,0,1,No,Govt_job,Urban,202.38,34.6,Unknown,0
+Female,62,0,0,Yes,Govt_job,Urban,67.07,24.5,never smoked,0
+Male,62,0,1,Yes,Govt_job,Rural,73.7,26.2,never smoked,0
+Female,79,0,0,No,Self-employed,Urban,77.59,33,never smoked,0
+Male,13,0,0,No,children,Rural,69.16,22.3,Unknown,0
+Female,38,0,0,Yes,Private,Urban,91.44,N/A,Unknown,0
+Male,49,0,0,Yes,Self-employed,Rural,215.81,58.1,never smoked,0
+Female,41,0,0,Yes,Private,Rural,65.4,36.9,formerly smoked,0
+Male,56,0,0,Yes,Private,Urban,139.72,43.9,never smoked,0
+Female,8,0,0,No,children,Urban,72.81,18.2,Unknown,0
+Female,24,0,0,No,Private,Urban,149.17,23.1,never smoked,0
+Female,61,0,0,Yes,Private,Urban,125.74,32.6,Unknown,0
+Female,40,0,0,No,Govt_job,Urban,90.21,41.2,never smoked,0
+Female,22,0,0,No,Private,Urban,139.48,28.6,formerly smoked,0
+Female,80,1,0,Yes,Private,Urban,90.77,26,never smoked,0
+Female,60,1,1,Yes,Private,Urban,220.24,36.8,never smoked,0
+Female,57,0,0,Yes,Private,Rural,81.42,35.8,never smoked,0
+Female,55,0,0,Yes,Private,Urban,102.36,24.2,never smoked,0
+Female,39,0,0,Yes,Self-employed,Urban,82.85,22.9,smokes,0
+Female,51,0,0,Yes,Private,Urban,102.11,23.1,never smoked,0
+Female,47,0,0,Yes,Self-employed,Rural,195.61,N/A,never smoked,0
+Male,77,1,1,Yes,Self-employed,Urban,80.92,28.9,smokes,0
+Female,32,0,0,Yes,Private,Rural,71.8,26.5,never smoked,0
+Female,45,0,0,No,Self-employed,Urban,88.47,29.3,never smoked,0
+Female,49,0,0,Yes,Private,Urban,67.68,24.8,formerly smoked,0
+Male,13,0,0,No,children,Rural,98.65,20.1,Unknown,0
+Female,74,0,0,Yes,Private,Rural,83.58,18.2,never smoked,0
+Female,72,0,0,Yes,Self-employed,Rural,104.04,34.7,formerly smoked,0
+Female,57,0,0,Yes,Private,Rural,69.4,24,Unknown,0
+Male,51,1,0,No,Govt_job,Urban,106.22,29,never smoked,0
+Female,55,0,0,Yes,Private,Rural,112.46,27.3,never smoked,0
+Male,73,0,1,Yes,Private,Rural,72.42,27.6,never smoked,0
+Male,12,0,0,No,children,Rural,96.73,20.4,never smoked,0
+Female,6,0,0,No,children,Urban,107.4,17.7,Unknown,0
+Female,76,0,0,Yes,Self-employed,Urban,267.61,27.9,smokes,0
+Female,38,1,0,Yes,Private,Rural,109.46,41.5,never smoked,0
+Female,50,0,0,Yes,Govt_job,Rural,120.05,27.4,Unknown,0
+Female,75,0,0,Yes,Private,Rural,106.33,27.8,Unknown,0
+Female,1.16,0,0,No,children,Urban,97.28,17.8,Unknown,0
+Male,32,0,0,Yes,Private,Rural,83.13,32,smokes,0
+Male,12,0,0,No,children,Urban,97.35,37.3,Unknown,0
+Male,32,0,0,No,Private,Urban,79.54,28.1,Unknown,0
+Female,13,0,0,No,children,Urban,76.55,29.1,Unknown,0
+Male,1.32,0,0,No,children,Urban,56.11,22.9,Unknown,0
+Female,63,0,0,Yes,Private,Rural,91.36,38.8,formerly smoked,0
+Female,29,0,0,No,Private,Rural,79.27,29,smokes,0
+Male,53,0,0,Yes,Private,Urban,113.21,28.6,smokes,0
+Female,49,0,0,Yes,Private,Urban,105.99,29.8,never smoked,0
+Male,81,0,0,Yes,Private,Rural,59.93,28.9,formerly smoked,0
+Male,66,0,0,Yes,Private,Rural,88.83,29.1,Unknown,0
+Female,42,0,0,Yes,Private,Urban,73.37,N/A,smokes,0
+Female,61,0,0,Yes,Private,Urban,115.42,16.7,smokes,0
+Female,52,0,0,Yes,Private,Rural,71.93,34.1,Unknown,0
+Male,8,0,0,No,children,Rural,96.43,25.7,Unknown,0
+Male,82,0,0,No,Self-employed,Urban,161.95,30.8,never smoked,0
+Female,43,0,0,Yes,Govt_job,Urban,104.55,23.9,smokes,0
+Female,4,0,0,No,children,Urban,71.25,18.8,Unknown,0
+Male,58,0,0,Yes,Govt_job,Urban,160.87,N/A,formerly smoked,0
+Female,45,0,0,Yes,Govt_job,Urban,82.02,41.8,smokes,0
+Female,62,1,0,Yes,Private,Urban,78.02,36.4,never smoked,0
+Male,42,0,0,No,Govt_job,Urban,115.21,28.7,Unknown,0
+Female,72,0,0,Yes,Self-employed,Urban,65.12,28.3,never smoked,0
+Other,26,0,0,No,Private,Rural,143.33,22.4,formerly smoked,0
+Female,9,0,0,No,children,Rural,80.55,15.1,Unknown,0
+Female,31,0,0,Yes,Govt_job,Urban,88.2,22.7,never smoked,0
+Female,20,0,0,No,Private,Rural,147.42,26.6,Unknown,0
+Male,22,0,0,No,Private,Rural,86.53,20.8,never smoked,0
+Female,23,0,0,No,Private,Rural,91.95,23,Unknown,0
+Female,57,1,0,Yes,Self-employed,Rural,63.72,35.8,smokes,0
+Male,52,0,0,Yes,Private,Rural,63.78,29.9,never smoked,0
+Female,64,0,0,Yes,Private,Urban,55.64,43.4,never smoked,0
+Female,26,0,0,No,Govt_job,Urban,88.88,36.3,never smoked,0
+Male,54,0,0,Yes,Self-employed,Urban,114.61,40.1,formerly smoked,0
+Male,32,0,0,No,Self-employed,Rural,56.08,35.9,formerly smoked,0
+Female,66,0,0,Yes,Govt_job,Rural,59.62,32.4,never smoked,0
+Male,13,0,0,No,children,Urban,75.85,20.3,Unknown,0
+Female,77,1,0,Yes,Self-employed,Rural,176.71,33.2,never smoked,0
+Male,18,0,0,No,Private,Urban,80.07,22.3,Unknown,0
+Male,11,0,0,No,children,Rural,56.33,18.1,Unknown,0
+Female,16,0,0,No,Private,Urban,87.16,28.2,never smoked,0
+Female,73,0,1,Yes,Private,Rural,102.46,29.7,never smoked,0
+Male,44,1,0,Yes,Private,Rural,84.1,N/A,Unknown,0
+Male,36,0,0,Yes,Private,Rural,161,29,smokes,0
+Male,10,0,0,No,children,Urban,70.7,25.4,Unknown,0
+Female,54,0,0,Yes,Private,Rural,81.26,26.5,Unknown,0
+Female,42,0,0,Yes,Govt_job,Rural,157.67,22.7,formerly smoked,0
+Female,52,0,0,Yes,Self-employed,Urban,89.59,27.5,Unknown,0
+Male,32,0,0,Yes,Private,Urban,64.02,23.8,smokes,0
+Male,43,0,0,Yes,Govt_job,Rural,110.69,35.6,Unknown,0
+Female,28,0,0,Yes,Private,Rural,71.97,27.2,never smoked,0
+Female,79,0,0,No,Self-employed,Rural,82.07,30.4,Unknown,0
+Male,11,0,0,No,children,Rural,65.07,21.5,never smoked,0
+Female,75,0,0,Yes,Self-employed,Rural,207.62,31.8,never smoked,0
+Male,55,0,0,Yes,Private,Urban,108.64,29.5,never smoked,0
+Male,78,0,0,Yes,Self-employed,Urban,201.58,30.6,Unknown,0
+Female,48,0,0,Yes,Private,Urban,116.2,27.6,formerly smoked,0
+Male,73,0,0,Yes,Self-employed,Rural,231.43,23,smokes,0
+Female,56,0,0,Yes,Govt_job,Urban,112.62,24.8,never smoked,0
+Male,54,1,0,Yes,Private,Urban,220.26,28,formerly smoked,0
+Female,55,0,0,Yes,Private,Urban,84.37,22.2,Unknown,0
+Female,65,0,0,Yes,Private,Rural,82.83,27.8,formerly smoked,0
+Female,69,0,0,No,Private,Urban,102.48,30.2,formerly smoked,0
+Female,29,0,0,Yes,Self-employed,Rural,69.12,26.8,never smoked,0
+Female,64,1,0,Yes,Govt_job,Urban,211.12,22,never smoked,0
+Female,16,0,0,No,Private,Rural,95.38,34.3,formerly smoked,0
+Female,75,0,0,Yes,Private,Rural,108.72,29.2,formerly smoked,0
+Female,17,0,0,No,Private,Rural,88.65,30.3,never smoked,0
+Male,42,0,0,Yes,Private,Urban,177.91,N/A,Unknown,0
+Male,78,1,0,Yes,Self-employed,Urban,90.19,N/A,Unknown,0
+Male,24,0,0,Yes,Private,Rural,73.78,21.4,smokes,0
+Female,68,0,0,No,Private,Urban,82.85,N/A,smokes,0
+Male,50,0,0,Yes,Private,Rural,59.48,26.6,Unknown,0
+Male,52,0,0,Yes,Private,Rural,75.77,30,formerly smoked,0
+Female,82,0,0,Yes,Private,Rural,80.96,33.7,formerly smoked,0
+Male,56,0,0,Yes,Private,Rural,82.4,30.9,smokes,0
+Male,56,0,0,Yes,Private,Urban,78.93,31.1,Unknown,0
+Male,18,0,0,No,Private,Urban,80.59,23,Unknown,0
+Female,33,0,0,Yes,Self-employed,Urban,70.59,20.2,Unknown,0
+Female,57,0,0,Yes,Private,Rural,98.57,31.6,never smoked,0
+Male,30,0,0,No,Private,Rural,61.87,23.9,Unknown,0
+Female,52,0,0,Yes,Private,Urban,68.88,26.1,Unknown,0
+Female,3,0,0,No,children,Urban,66.25,15.8,Unknown,0
+Male,39,0,0,Yes,Private,Rural,84.18,N/A,smokes,0
+Male,44,0,0,Yes,Govt_job,Rural,69.23,28.7,smokes,0
+Female,33,0,0,Yes,Private,Rural,73.2,28.9,Unknown,0
+Male,24,0,0,Yes,Private,Urban,103.45,25.1,smokes,0
+Female,24,0,0,No,Govt_job,Urban,104.86,19.8,never smoked,0
+Male,54,0,1,Yes,Govt_job,Urban,90.3,30.8,smokes,0
+Female,72,1,0,Yes,Private,Rural,90.87,22.1,never smoked,0
+Female,37,0,0,No,Govt_job,Rural,76.21,20.4,Unknown,0
+Female,36,0,0,Yes,Private,Rural,74.14,31.2,formerly smoked,0
+Female,22,0,0,No,Govt_job,Urban,87.25,24.9,smokes,0
+Female,68,0,0,Yes,Govt_job,Rural,215.33,27,formerly smoked,0
+Male,24,0,0,No,Private,Urban,88.38,20.1,smokes,0
+Female,35,0,0,Yes,Private,Rural,104.4,24.4,never smoked,0
+Female,32,0,0,Yes,Private,Urban,104.92,22.6,never smoked,0
+Female,52,0,0,Yes,Private,Urban,106.54,22.4,never smoked,0
+Male,21,0,0,No,Private,Rural,62.91,26.2,never smoked,0
+Female,82,1,0,No,Private,Rural,61.47,22.9,never smoked,0
+Male,33,0,0,No,Private,Rural,88.5,32.6,formerly smoked,0
+Male,62,0,0,Yes,Private,Rural,107.61,31.3,Unknown,0
+Female,57,1,0,Yes,Private,Urban,90.77,43.9,formerly smoked,0
+Male,14,0,0,No,Never_worked,Urban,137.91,41.8,never smoked,0
+Male,60,0,0,Yes,Self-employed,Rural,212.02,N/A,Unknown,0
+Female,63,1,0,Yes,Self-employed,Urban,228.2,37.7,never smoked,0
+Female,50,0,0,Yes,Govt_job,Urban,92.15,20.8,never smoked,0
+Female,12,0,0,No,children,Urban,126.32,21.6,Unknown,0
+Male,80,0,0,Yes,Private,Rural,94.96,22.1,formerly smoked,0
+Female,74,0,0,No,Self-employed,Urban,89.52,39.2,Unknown,0
+Male,46,0,0,Yes,Private,Rural,66.59,36.7,formerly smoked,0
+Female,66,0,0,Yes,Private,Urban,80.1,32,never smoked,0
+Male,26,0,0,Yes,Self-employed,Urban,73.72,25.9,smokes,0
+Female,70,0,0,Yes,Private,Urban,90.49,28.9,formerly smoked,0
+Female,62,0,0,Yes,Private,Urban,92.99,29.3,formerly smoked,0
+Male,15,0,0,No,children,Rural,62.57,32.3,never smoked,0
+Male,67,0,0,Yes,Private,Rural,65.51,33.2,formerly smoked,0
+Male,63,0,0,Yes,Private,Urban,95.29,31.6,smokes,0
+Female,42,0,0,Yes,Govt_job,Urban,83.7,20.6,never smoked,0
+Female,49,1,0,Yes,Govt_job,Rural,63.16,23.3,formerly smoked,0
+Male,78,0,1,Yes,Self-employed,Urban,87.77,30.8,Unknown,0
+Female,31,0,0,Yes,Self-employed,Urban,87.23,N/A,formerly smoked,0
+Male,67,0,0,Yes,Private,Urban,260.85,N/A,Unknown,0
+Female,52,1,0,Yes,Self-employed,Rural,104.45,N/A,never smoked,0
+Female,61,0,0,Yes,Private,Urban,87.52,23.7,Unknown,0
+Male,41,0,0,Yes,Private,Rural,113.65,49.3,never smoked,0
+Female,73,0,0,Yes,Govt_job,Rural,65.93,30.3,never smoked,0
+Female,64,1,0,Yes,Self-employed,Urban,93.78,24.4,never smoked,0
+Male,65,0,0,Yes,Private,Rural,223.9,28.2,formerly smoked,0
+Female,81,0,0,Yes,Private,Urban,77.54,33.8,Unknown,0
+Female,47,0,0,Yes,Private,Urban,93.18,42.6,formerly smoked,0
+Male,40,0,0,Yes,Self-employed,Rural,169.74,31.9,never smoked,0
+Male,46,1,0,Yes,Self-employed,Urban,101.93,34,Unknown,0
+Female,2,0,0,No,children,Urban,125.03,19.8,Unknown,0
+Male,56,0,0,Yes,Private,Urban,82.25,30.5,formerly smoked,0
+Male,54,0,0,Yes,Private,Urban,85.81,21.7,formerly smoked,0
+Female,26,0,0,No,Private,Rural,85.27,24.6,never smoked,0
+Female,45,0,0,Yes,Private,Urban,86.06,38.1,never smoked,0
+Female,57,0,0,Yes,Govt_job,Urban,104.36,19.2,smokes,0
+Female,78,0,0,Yes,Private,Urban,78.29,30.1,formerly smoked,0
+Male,2,0,0,No,children,Urban,93.55,23.3,Unknown,0
+Male,76,1,0,Yes,Self-employed,Rural,207.96,34.5,formerly smoked,0
+Female,51,0,0,Yes,Govt_job,Rural,105.52,30.8,never smoked,0
+Female,54,0,0,Yes,Private,Rural,109.27,43.8,formerly smoked,0
+Female,36,0,0,Yes,Private,Urban,91.34,29.9,never smoked,0
+Female,57,0,0,Yes,Govt_job,Rural,176.78,50.4,never smoked,0
+Female,25,0,0,No,Private,Rural,67.73,22.6,never smoked,0
+Female,7,0,0,No,children,Rural,73.27,19.5,Unknown,0
+Female,76,0,0,Yes,Self-employed,Rural,70.29,33.4,formerly smoked,0
+Female,45,0,0,No,Private,Rural,91.47,24.2,Unknown,0
+Female,66,1,0,Yes,Govt_job,Urban,205.01,52.7,formerly smoked,0
+Female,45,0,0,Yes,Private,Rural,73.87,25.6,Unknown,0
+Female,79,1,0,Yes,Private,Rural,64.44,26.9,formerly smoked,0
+Female,25,0,0,No,Private,Rural,111.65,35.2,formerly smoked,0
+Female,53,0,0,Yes,Private,Rural,90.65,22.1,formerly smoked,0
+Female,35,1,0,Yes,Private,Urban,94.2,34.4,smokes,0
+Female,78,0,0,Yes,Self-employed,Urban,56.95,26,Unknown,0
+Female,32,0,0,Yes,Private,Rural,92.37,26.9,never smoked,0
+Male,0.56,0,0,No,children,Rural,127.23,20.1,Unknown,0
+Female,26,0,0,No,Private,Rural,191.78,24.7,Unknown,0
+Female,34,0,0,Yes,Govt_job,Rural,86.36,32.1,smokes,0
+Female,65,0,0,Yes,Govt_job,Urban,82.72,29.8,smokes,0
+Female,15,0,0,No,Private,Urban,113.57,27.5,formerly smoked,0
+Female,17,0,0,No,Private,Urban,89.58,22.8,Unknown,0
+Female,71,0,0,Yes,Private,Rural,91.85,27.6,formerly smoked,0
+Female,42,0,0,Yes,Govt_job,Urban,88.89,33,never smoked,0
+Male,30,0,0,Yes,Private,Urban,79.55,33.7,never smoked,0
+Female,75,0,0,Yes,Self-employed,Urban,108.62,25.1,Unknown,0
+Male,9,0,0,No,children,Urban,78.24,15.3,Unknown,0
+Male,47,0,0,Yes,Private,Rural,88.49,22.2,smokes,0
+Female,75,1,0,No,Self-employed,Rural,91.85,21.4,formerly smoked,0
+Female,61,0,0,Yes,Private,Rural,72.01,26,formerly smoked,0
+Male,61,0,0,Yes,Self-employed,Rural,81.96,29.9,never smoked,0
+Female,27,0,0,Yes,Private,Urban,70.56,28.6,smokes,0
+Female,55,0,0,Yes,Private,Urban,71.02,21.2,never smoked,0
+Female,2,0,0,No,children,Rural,99.75,16,Unknown,0
+Female,51,0,0,Yes,Govt_job,Urban,127.2,22.7,never smoked,0
+Female,45,0,0,Yes,Self-employed,Rural,69.76,25.3,smokes,0
+Male,36,0,0,Yes,Private,Rural,74.63,31.6,formerly smoked,0
+Male,46,0,0,Yes,Govt_job,Rural,102.27,38.9,formerly smoked,0
+Female,48,0,0,Yes,Private,Rural,73.56,27.1,smokes,0
+Female,79,0,0,Yes,Self-employed,Urban,57.77,24.1,formerly smoked,0
+Female,50,0,0,Yes,Govt_job,Urban,151.25,31.5,never smoked,0
+Female,79,0,0,Yes,Self-employed,Urban,78.32,32,Unknown,0
+Male,32,0,0,Yes,Private,Rural,71.5,31.8,never smoked,0
+Female,36,0,0,Yes,Private,Urban,84.7,34,never smoked,0
+Female,27,0,0,Yes,Private,Urban,127.28,23.4,Unknown,0
+Female,22,0,0,No,Private,Rural,80.72,29.3,Unknown,0
+Female,5,0,0,No,children,Rural,73.92,17.2,Unknown,0
+Male,9,0,0,No,children,Urban,93.24,31.9,Unknown,0
+Male,31,0,0,No,Private,Urban,72.6,31.6,never smoked,0
+Female,26,0,0,No,Private,Rural,69.77,23.2,never smoked,0
+Male,43,0,0,No,Govt_job,Urban,84.43,30,smokes,0
+Female,33,0,0,Yes,Private,Rural,84.13,26.3,never smoked,0
+Male,34,0,0,No,Self-employed,Rural,81.54,31.8,formerly smoked,0
+Male,66,0,0,Yes,Govt_job,Rural,57.17,25.5,formerly smoked,0
+Female,44,0,0,Yes,Private,Rural,86.15,21.3,never smoked,0
+Female,56,0,0,Yes,Private,Rural,163.02,29.6,never smoked,0
+Female,67,0,0,Yes,Self-employed,Urban,110.41,28.7,never smoked,0
+Male,18,0,0,No,Private,Rural,102.58,30.8,never smoked,0
+Male,55,0,0,Yes,Private,Urban,90.97,32.1,Unknown,0
+Male,61,0,0,Yes,Private,Rural,140.96,34,smokes,0
+Male,0.08,0,0,No,children,Rural,70.33,16.9,Unknown,0
+Male,48,0,0,No,Self-employed,Rural,64.18,32.1,never smoked,0
+Male,44,0,0,Yes,Self-employed,Rural,127.57,22.6,never smoked,0
+Female,68,0,0,Yes,Private,Urban,109.23,31.3,never smoked,0
+Male,52,0,1,Yes,Private,Urban,124.49,29,never smoked,0
+Male,15,0,0,No,Govt_job,Rural,142.82,27.6,never smoked,0
+Male,2,0,0,No,children,Rural,75.69,17.7,Unknown,0
+Male,60,0,0,Yes,Private,Urban,74.08,35.9,Unknown,0
+Female,37,0,0,Yes,Govt_job,Urban,75.98,33.8,Unknown,0
+Female,5,0,0,No,children,Rural,57.8,17.6,Unknown,0
+Female,25,0,0,No,Private,Urban,76.44,48.3,Unknown,0
+Male,52,1,0,Yes,Govt_job,Urban,214.43,39.9,smokes,0
+Female,79,0,0,Yes,Self-employed,Urban,79.03,11.3,Unknown,0
+Male,61,1,0,Yes,Private,Urban,66.46,31.5,formerly smoked,0
+Male,36,0,0,Yes,Private,Urban,56.42,29.6,never smoked,0
+Male,34,0,0,Yes,Private,Rural,112.72,19.4,Unknown,0
+Female,2,0,0,No,children,Urban,114.02,18.1,Unknown,0
+Male,43,0,0,Yes,Private,Urban,72.33,36.2,smokes,0
+Female,1.48,0,0,No,children,Rural,55.59,17.9,Unknown,0
+Female,49,0,0,Yes,Private,Rural,73.48,33,never smoked,0
+Female,2,0,0,No,children,Urban,105.05,20.4,Unknown,0
+Female,82,0,0,Yes,Self-employed,Urban,84.78,33.6,formerly smoked,0
+Female,81,1,0,Yes,Private,Rural,164.77,34.5,never smoked,0
+Male,81,1,1,No,Private,Rural,220.64,30,never smoked,0
+Female,1.08,0,0,No,children,Urban,159.39,12.8,Unknown,0
+Male,60,0,0,Yes,Self-employed,Urban,69.53,26.2,never smoked,0
+Male,1.88,0,0,No,children,Urban,81.42,13.5,Unknown,0
+Female,58,0,0,No,Private,Urban,83.93,25.6,formerly smoked,0
+Female,8,0,0,No,children,Rural,98.9,18.8,Unknown,0
+Female,9,0,0,No,children,Urban,82.64,14.5,Unknown,0
+Female,34,0,0,Yes,Private,Rural,112.54,23.4,formerly smoked,0
+Female,23,0,0,No,Private,Rural,75.25,39.7,formerly smoked,0
+Female,74,0,0,No,Self-employed,Urban,204.77,40.8,never smoked,0
+Male,72,0,1,Yes,Self-employed,Urban,63.86,29.5,smokes,0
+Male,47,0,0,Yes,Private,Rural,72.2,33,Unknown,0
+Female,56,0,0,Yes,Private,Urban,80.08,25.6,never smoked,0
+Male,5,0,0,No,children,Urban,101.61,33.1,Unknown,0
+Male,27,0,0,Yes,Private,Urban,114.32,28.1,Unknown,0
+Female,38,0,0,Yes,Private,Rural,80.82,49.3,never smoked,0
+Male,13,0,0,No,Private,Rural,90.6,16.9,never smoked,0
+Female,41,0,0,Yes,Private,Rural,93.67,35.9,Unknown,0
+Female,50,0,0,Yes,Self-employed,Rural,87.15,32.1,never smoked,0
+Female,41,0,0,Yes,Private,Urban,80.72,34.1,smokes,0
+Male,6,0,0,No,children,Urban,83.16,15.1,Unknown,0
+Female,62,0,0,Yes,Govt_job,Rural,98.14,42,Unknown,0
+Male,4,0,0,No,children,Urban,83.13,16.8,Unknown,0
+Female,59,0,0,Yes,Private,Rural,134.24,28.8,Unknown,0
+Male,63,0,0,Yes,Self-employed,Urban,248.37,32.2,smokes,0
+Male,9,0,0,No,children,Rural,61.75,16.2,Unknown,0
+Male,41,0,0,No,Private,Urban,70.55,44.2,Unknown,0
+Female,72,0,1,No,Self-employed,Rural,124.38,23.4,formerly smoked,0
+Female,45,0,0,Yes,Private,Rural,92.21,31,never smoked,0
+Male,80,0,0,Yes,Govt_job,Urban,148.72,28.7,never smoked,0
+Female,19,0,0,No,Private,Urban,79.25,23.6,Unknown,0
+Male,37,0,0,Yes,Govt_job,Urban,82.09,35.7,smokes,0
+Female,58,1,0,Yes,Private,Urban,194.53,39.5,never smoked,0
+Male,77,0,0,Yes,Private,Rural,98.84,27.3,Unknown,0
+Male,38,0,0,Yes,Govt_job,Rural,135.74,31.3,formerly smoked,0
+Male,49,0,0,Yes,Private,Rural,66.55,33.4,Unknown,0
+Female,20,0,0,No,Private,Urban,115.69,29.2,never smoked,0
+Male,23,0,0,No,Private,Rural,67.76,26,never smoked,0
+Male,55,0,0,No,Govt_job,Rural,88.65,18.1,formerly smoked,0
+Male,16,0,0,No,children,Rural,106.11,22.4,Unknown,0
+Male,81,0,1,No,Self-employed,Rural,95.49,29.4,Unknown,0
+Female,23,0,0,No,Private,Urban,59.07,21.6,never smoked,0
+Male,82,0,1,Yes,Self-employed,Urban,228.92,27.9,formerly smoked,0
+Male,48,0,0,Yes,Private,Rural,62.89,29.6,Unknown,0
+Male,56,0,0,Yes,Private,Rural,96.84,30.2,Unknown,0
+Male,61,0,0,Yes,Private,Rural,81.25,43.4,smokes,0
+Male,43,0,0,Yes,Private,Urban,92.71,30.5,formerly smoked,0
+Female,39,0,0,No,Private,Rural,85.59,33.2,Unknown,0
+Female,22,0,0,Yes,Private,Urban,89.06,27.7,never smoked,0
+Male,41,0,0,No,Self-employed,Urban,87.44,33.5,Unknown,0
+Male,37,0,0,Yes,Private,Urban,64.07,28,Unknown,0
+Female,65,0,0,Yes,Govt_job,Urban,79.39,31.5,formerly smoked,0
+Female,8,0,0,No,children,Rural,67.84,24,Unknown,0
+Female,51,0,0,Yes,Private,Rural,81.73,27.4,never smoked,0
+Male,63,0,0,Yes,Private,Urban,105.52,37.9,formerly smoked,0
+Female,48,0,0,Yes,Govt_job,Rural,77.55,26.2,Unknown,0
+Female,17,0,0,No,Private,Urban,127.42,22.4,Unknown,0
+Female,53,0,0,Yes,Private,Urban,227.68,N/A,never smoked,0
+Female,75,0,0,Yes,Private,Rural,226.73,43.7,never smoked,0
+Female,51,0,0,Yes,Self-employed,Urban,89.74,28.4,never smoked,0
+Male,51,0,0,No,Self-employed,Rural,219.17,29.8,never smoked,0
+Female,41,0,0,Yes,Private,Urban,74.85,24.8,formerly smoked,0
+Female,75,1,0,Yes,Self-employed,Urban,55.96,34.8,never smoked,0
+Male,57,0,0,Yes,Private,Urban,215.92,27.4,smokes,0
+Female,33,0,0,No,Private,Urban,84.4,N/A,smokes,0
+Female,72,0,0,Yes,Govt_job,Urban,104.05,33.5,never smoked,0
+Female,52,0,0,Yes,Private,Urban,62.54,35,smokes,0
+Male,11,0,0,No,children,Rural,87.54,24.4,Unknown,0
+Female,28,0,0,No,Private,Urban,76.81,28.3,smokes,0
+Female,78,1,0,No,Self-employed,Rural,198.12,29.1,never smoked,0
+Female,82,0,0,Yes,Self-employed,Rural,78,31.3,formerly smoked,0
+Male,74,0,0,Yes,Private,Urban,79.44,32.8,never smoked,0
+Female,31,0,0,Yes,Private,Rural,75.82,29.1,never smoked,0
+Female,53,1,0,Yes,Private,Urban,240.86,31.9,never smoked,0
+Male,0.24,0,0,No,children,Urban,89.28,14.2,Unknown,0
+Female,67,1,0,Yes,Govt_job,Rural,263.56,26.3,never smoked,0
+Female,17,0,0,No,Private,Urban,81.13,22.8,never smoked,0
+Female,29,0,0,Yes,Private,Urban,118.44,24.8,never smoked,0
+Female,56,1,0,Yes,Private,Rural,97.37,34.1,smokes,0
+Female,15,0,0,No,children,Urban,80.51,21.5,Unknown,0
+Female,29,0,0,No,Private,Rural,78.88,26.1,never smoked,0
+Female,79,1,1,Yes,Govt_job,Rural,83.61,21.4,smokes,0
+Female,82,1,1,Yes,Private,Urban,73.19,33.5,never smoked,0
+Male,17,0,0,No,Govt_job,Urban,68.91,23,Unknown,0
+Male,8,0,0,No,children,Rural,104.3,18.5,Unknown,0
+Male,23,0,0,No,Private,Urban,87.87,23.4,never smoked,0
+Female,36,0,0,Yes,Private,Urban,96.7,31.4,Unknown,0
+Male,47,0,0,Yes,Private,Rural,91.05,31.1,formerly smoked,0
+Male,24,0,0,No,Private,Rural,200.14,37.7,smokes,0
+Female,60,0,0,Yes,Govt_job,Urban,73.04,25.3,never smoked,0
+Female,63,0,0,Yes,Private,Rural,85.81,35.6,never smoked,0
+Male,44,0,0,Yes,Private,Urban,65.41,24.8,smokes,0
+Male,38,0,0,Yes,Private,Rural,108.68,32.7,never smoked,0
+Female,26,0,0,Yes,Private,Rural,88.79,24.9,never smoked,0
+Female,18,0,0,No,Private,Rural,107.82,26,never smoked,0
+Male,18,0,0,No,Private,Urban,97.39,22.8,never smoked,0
+Male,13,0,0,No,Private,Urban,141.09,24,Unknown,0
+Male,13,0,0,No,children,Urban,122.38,20.3,Unknown,0
+Female,47,0,0,Yes,Private,Urban,77.91,30.3,formerly smoked,0
+Female,80,1,0,Yes,Self-employed,Rural,103.6,23.7,never smoked,0
+Female,24,0,0,No,Private,Rural,159.7,25.7,Unknown,0
+Female,72,0,0,Yes,Govt_job,Rural,118.22,21.9,formerly smoked,0
+Male,5,0,0,No,children,Urban,84.5,15.8,Unknown,0
+Female,51,0,0,Yes,Govt_job,Rural,85.59,30.5,never smoked,0
+Female,82,0,0,Yes,Self-employed,Rural,84.42,25.7,Unknown,0
+Male,5,0,0,No,children,Rural,100.98,19,Unknown,0
+Male,66,0,0,Yes,Private,Rural,81.11,28.8,formerly smoked,0
+Female,53,0,0,No,Private,Rural,235.45,N/A,formerly smoked,0
+Female,15,0,0,No,Private,Rural,79.2,22.4,never smoked,0
+Female,53,0,0,Yes,Private,Urban,207.71,32.4,Unknown,0
+Female,78,0,0,Yes,Private,Rural,99.84,36.6,never smoked,0
+Female,62,0,0,Yes,Private,Rural,98.05,27.9,never smoked,0
+Male,41,0,0,Yes,Self-employed,Rural,105.9,27.7,Unknown,0
+Female,49,0,0,Yes,Private,Rural,107.55,N/A,Unknown,0
+Female,41,0,0,Yes,Self-employed,Urban,146.21,34.3,Unknown,0
+Female,78,0,0,Yes,Private,Urban,79.94,26.7,never smoked,0
+Male,14,0,0,No,Self-employed,Rural,72.28,19,Unknown,0
+Female,1.48,0,0,No,children,Rural,123.1,20.6,Unknown,0
+Male,71,1,1,Yes,Self-employed,Rural,67.06,26.7,smokes,0
+Male,32,0,0,Yes,Private,Rural,82.68,29.2,never smoked,0
+Male,16,0,0,No,Private,Rural,125.89,21.3,never smoked,0
+Female,68,0,0,Yes,Govt_job,Urban,228.05,51.9,Unknown,0
+Male,0.56,0,0,No,children,Urban,98.23,14.1,Unknown,0
+Female,59,0,0,Yes,Self-employed,Urban,90.06,28.9,smokes,0
+Male,32,0,0,Yes,Private,Urban,119.9,30.9,smokes,0
+Male,58,0,0,Yes,Private,Urban,94.53,36.1,never smoked,0
+Female,40,0,0,Yes,Self-employed,Urban,64.66,25,formerly smoked,0
+Female,41,0,0,Yes,Private,Urban,103.79,28.6,never smoked,0
+Female,21,0,0,No,Private,Urban,88.51,20.5,never smoked,0
+Female,1.88,0,0,No,children,Rural,97.26,16.7,Unknown,0
+Male,55,0,0,Yes,Govt_job,Urban,92.59,36.6,never smoked,0
+Female,67,0,0,Yes,Private,Rural,102.89,26.4,never smoked,0
+Male,49,1,0,Yes,Self-employed,Rural,92.26,33.1,formerly smoked,0
+Female,42,0,0,Yes,Private,Rural,80,27.5,never smoked,0
+Female,54,0,0,Yes,Self-employed,Urban,56.75,26.9,never smoked,0
+Female,25,0,0,Yes,Private,Urban,104.66,23.9,never smoked,0
+Male,62,0,0,Yes,Private,Rural,60.39,26.9,Unknown,0
+Male,75,0,0,Yes,Govt_job,Urban,223.14,27.8,never smoked,0
+Female,72,1,0,Yes,Private,Urban,105.51,32.7,never smoked,0
+Female,14,0,0,No,Private,Urban,83.42,28.7,never smoked,0
+Female,38,0,0,Yes,Private,Urban,71.06,22.6,Unknown,0
+Male,59,0,0,Yes,Govt_job,Urban,101.24,26.5,never smoked,0
+Female,23,0,0,No,Private,Urban,91.19,28.3,never smoked,0
+Female,63,1,1,No,Govt_job,Urban,174.43,24.3,never smoked,0
+Male,82,0,0,Yes,Self-employed,Urban,214.51,24,formerly smoked,0
+Male,34,0,0,Yes,Private,Rural,72.64,32.4,never smoked,0
+Female,8,0,0,No,children,Urban,62.69,28.7,Unknown,0
+Female,28,0,0,Yes,Private,Rural,141.16,36.7,never smoked,0
+Female,49,0,0,Yes,Govt_job,Rural,89.61,27.7,never smoked,0
+Female,24,0,0,Yes,Private,Rural,76.42,24.8,smokes,0
+Male,17,0,0,No,Never_worked,Rural,124.38,31.2,never smoked,0
+Female,69,1,0,Yes,Self-employed,Urban,111.81,26.1,formerly smoked,0
+Female,58,0,0,Yes,Self-employed,Rural,57.57,26.8,Unknown,0
+Male,50,0,0,Yes,Private,Urban,77.82,26.7,formerly smoked,0
+Male,5,0,0,No,children,Urban,60.09,19.6,Unknown,0
+Female,34,0,0,Yes,Private,Urban,91.02,25.8,never smoked,0
+Female,64,0,0,Yes,Self-employed,Rural,65.46,32.5,formerly smoked,0
+Male,47,0,0,Yes,Private,Rural,131.19,28.3,smokes,0
+Female,61,0,0,Yes,Private,Rural,79.89,24.5,smokes,0
+Male,14,0,0,No,children,Urban,74.54,25.2,Unknown,0
+Female,57,0,0,Yes,Private,Urban,231.31,32.3,never smoked,0
+Male,53,0,1,Yes,Private,Urban,91.57,30.1,formerly smoked,0
+Male,67,0,0,Yes,Private,Urban,238.78,35.7,formerly smoked,0
+Female,57,0,0,No,Private,Rural,87.18,20,formerly smoked,0
+Female,38,0,0,Yes,Govt_job,Rural,78.94,23.5,Unknown,0
+Female,13,0,0,No,children,Rural,69.01,23.4,Unknown,0
+Female,37,0,0,Yes,Private,Rural,110.28,22.3,never smoked,0
+Male,39,1,0,Yes,Self-employed,Urban,71.66,28.7,never smoked,0
+Female,13,0,0,No,Private,Urban,62.57,20.9,Unknown,0
+Male,57,0,0,Yes,Self-employed,Urban,83.64,29.4,smokes,0
+Female,11,0,0,No,children,Urban,107.18,27.6,Unknown,0
+Female,68,0,0,Yes,Private,Rural,233.59,43.9,never smoked,0
+Male,79,1,0,Yes,Self-employed,Urban,84.88,28.7,formerly smoked,0
+Female,24,0,0,No,Private,Rural,97.95,34.7,Unknown,0
+Female,44,0,0,Yes,Private,Rural,58.19,37.1,Unknown,0
+Female,46,0,0,Yes,Private,Rural,70.11,24.2,never smoked,0
+Female,66,0,0,Yes,Private,Urban,112.77,22.7,smokes,0
+Female,61,0,0,Yes,Self-employed,Urban,75.46,29.3,formerly smoked,0
+Female,16,0,0,No,Private,Urban,63.63,20,smokes,0
+Female,37,0,0,Yes,Private,Urban,100.22,22.7,smokes,0
+Female,43,0,0,Yes,Govt_job,Rural,81.77,25.4,never smoked,0
+Female,27,0,0,Yes,Private,Rural,94.25,37.6,never smoked,0
+Male,44,1,0,Yes,Self-employed,Rural,188.13,44.7,formerly smoked,0
+Male,14,0,0,No,Private,Rural,164.7,26.3,Unknown,0
+Male,81,0,1,Yes,Self-employed,Rural,68.27,25,Unknown,0
+Male,52,0,1,No,Self-employed,Rural,79.81,N/A,formerly smoked,0
+Male,54,1,0,Yes,Govt_job,Rural,100.12,32.3,formerly smoked,0
+Female,77,0,0,Yes,Self-employed,Urban,151.23,24.9,never smoked,0
+Male,27,0,0,No,Private,Rural,112.41,33.7,never smoked,0
+Female,35,0,0,Yes,Self-employed,Urban,205.97,26.6,formerly smoked,0
+Female,30,0,0,Yes,Private,Urban,112.19,53.4,never smoked,0
+Female,48,0,0,Yes,Self-employed,Rural,71.93,41.7,never smoked,0
+Female,15,0,0,No,children,Urban,190.89,22,never smoked,0
+Female,26,0,0,Yes,Private,Urban,138.02,20.3,smokes,0
+Female,38,0,0,Yes,Private,Rural,66.16,42.7,Unknown,0
+Male,29,0,0,No,Private,Rural,105.73,28.2,smokes,0
+Male,49,0,0,Yes,Private,Rural,78.34,32.5,Unknown,0
+Female,55,0,0,Yes,Private,Urban,102.1,22.5,formerly smoked,0
+Male,52,0,0,Yes,Private,Urban,97.37,26.5,smokes,0
+Male,49,0,0,Yes,Private,Urban,193.87,41,Unknown,0
+Female,21,0,0,No,Private,Rural,78.32,27,Unknown,0
+Female,24,0,0,Yes,Private,Rural,130,25.9,formerly smoked,0
+Male,18,0,0,No,Self-employed,Urban,74,23.7,Unknown,0
+Male,52,0,0,Yes,Private,Rural,111.04,30,never smoked,0
+Male,70,1,0,Yes,Private,Urban,214.77,15,formerly smoked,0
+Female,51,0,0,Yes,Self-employed,Rural,97.25,21.5,never smoked,0
+Male,58,0,0,Yes,Private,Urban,79.95,25.9,never smoked,0
+Female,46,0,0,Yes,Govt_job,Urban,162.24,24.3,smokes,0
+Female,79,0,0,No,Self-employed,Urban,74.36,39.2,Unknown,0
+Female,11,0,0,No,children,Urban,69.68,14.4,Unknown,0
+Female,61,0,0,Yes,Private,Urban,98.35,26.6,never smoked,0
+Male,51,0,0,Yes,Self-employed,Urban,75.73,30.7,never smoked,0
+Female,21,0,0,No,Private,Rural,85.86,35.4,Unknown,0
+Female,71,0,0,Yes,Private,Urban,80.34,29.2,never smoked,0
+Female,13,0,0,No,Private,Rural,73.76,26.7,Unknown,0
+Male,16,0,0,No,Private,Rural,94.96,21.5,never smoked,0
+Female,61,0,0,Yes,Private,Urban,108.18,19.1,never smoked,0
+Female,49,0,0,Yes,Private,Rural,85.23,25.4,Unknown,0
+Male,65,1,0,Yes,Govt_job,Rural,189.88,34,never smoked,0
+Male,40,0,0,No,Govt_job,Urban,197.11,23.9,never smoked,0
+Female,44,0,0,Yes,Private,Rural,100.08,20.9,smokes,0
+Male,11,0,0,No,children,Rural,68.62,18.2,Unknown,0
+Female,20,0,0,No,Private,Rural,84.07,27.6,smokes,0
+Male,24,0,0,No,Govt_job,Rural,99.65,50.3,never smoked,0
+Female,44,0,0,Yes,Self-employed,Urban,82.33,24.5,never smoked,0
+Male,5,0,0,No,children,Urban,94.49,16.6,Unknown,0
+Male,41,0,0,Yes,Private,Rural,108.71,24,never smoked,0
+Female,23,0,0,No,Private,Urban,64.94,18.8,never smoked,0
+Female,7,0,0,No,children,Urban,98.22,34,Unknown,0
+Female,74,0,0,Yes,Private,Urban,83.5,25.8,never smoked,0
+Male,61,0,0,Yes,Govt_job,Rural,192.47,30.3,never smoked,0
+Female,80,1,0,Yes,Private,Urban,125.89,28.9,smokes,0
+Female,35,0,0,Yes,Private,Urban,87.72,21.3,never smoked,0
+Female,43,0,0,Yes,Private,Rural,68.94,26.8,never smoked,0
+Male,25,0,0,Yes,Private,Rural,66.51,29.2,Unknown,0
+Male,72,0,1,Yes,Self-employed,Urban,85.82,25,formerly smoked,0
+Female,45,0,0,Yes,Private,Rural,87.47,21.5,never smoked,0
+Male,9,0,0,No,children,Urban,87.74,17.1,Unknown,0
+Male,33,1,0,Yes,Private,Rural,85.12,32.5,never smoked,0
+Male,53,0,0,Yes,Self-employed,Urban,103.37,26.9,formerly smoked,0
+Female,67,0,0,Yes,Private,Rural,81.68,30.4,never smoked,0
+Male,59,0,0,Yes,Self-employed,Urban,76.51,29.8,never smoked,0
+Female,1.32,0,0,No,children,Rural,110.17,20.3,Unknown,0
+Male,27,0,0,No,Govt_job,Rural,65.12,41.1,smokes,0
+Female,41,0,0,Yes,Self-employed,Rural,76.66,N/A,Unknown,0
+Male,64,0,1,Yes,Private,Rural,109.88,33.9,Unknown,0
+Female,55,0,1,Yes,Private,Urban,199.38,39,Unknown,0
+Female,40,0,0,Yes,Private,Urban,65.77,31.2,never smoked,0
+Male,33,0,0,Yes,Private,Rural,55.72,38.2,never smoked,0
+Female,33,0,0,Yes,Govt_job,Urban,75.67,44.7,never smoked,0
+Male,39,1,0,Yes,Private,Rural,88.18,33.5,smokes,0
+Female,74,0,0,Yes,Self-employed,Rural,95.94,27,never smoked,0
+Male,38,0,0,Yes,Private,Urban,86.93,31.1,never smoked,0
+Male,53,0,0,Yes,Govt_job,Urban,85.17,29.2,never smoked,0
+Male,22,0,0,No,Private,Urban,111.1,26.6,never smoked,0
+Female,5,0,0,No,children,Rural,92,17.9,Unknown,0
+Male,24,0,0,No,Private,Urban,97.47,24.2,formerly smoked,0
+Female,27,0,0,Yes,Private,Urban,79.21,19.5,Unknown,0
+Male,41,0,0,Yes,Private,Rural,83.97,28.5,formerly smoked,0
+Female,20,0,0,No,Private,Urban,98.55,21.3,never smoked,0
+Female,71,1,0,Yes,Private,Rural,202.98,41.3,never smoked,0
+Female,65,0,0,No,Govt_job,Urban,60.7,31.3,never smoked,0
+Male,38,0,0,Yes,Private,Urban,92.22,40.8,never smoked,0
+Female,25,0,0,Yes,Private,Rural,79.94,36.6,Unknown,0
+Male,53,0,0,Yes,Govt_job,Rural,83.68,26.7,Unknown,0
+Female,50,0,0,Yes,Self-employed,Urban,69.92,18.7,formerly smoked,0
+Female,1.24,0,0,No,children,Rural,136.96,15.2,Unknown,0
+Female,55,0,0,Yes,Self-employed,Rural,95.32,26.8,never smoked,0
+Female,38,0,0,Yes,Private,Rural,107.78,25.1,never smoked,0
+Female,72,1,1,Yes,Private,Urban,198.32,31.3,formerly smoked,0
+Male,43,0,0,Yes,Private,Urban,100.16,59.7,never smoked,0
+Male,30,0,0,Yes,Private,Urban,96.02,29.8,never smoked,0
+Female,69,1,0,Yes,Private,Rural,112.69,33.5,formerly smoked,0
+Female,61,0,0,Yes,Private,Urban,60.61,24.5,never smoked,0
+Female,34,0,0,Yes,Self-employed,Urban,79.77,33.6,never smoked,0
+Female,43,0,0,Yes,Self-employed,Urban,87.41,39.7,formerly smoked,0
+Female,62,0,0,Yes,Private,Rural,226.38,47.4,never smoked,0
+Male,48,0,0,Yes,Govt_job,Rural,124.64,26.4,smokes,0
+Female,37,0,0,Yes,Private,Urban,69.42,33,never smoked,0
+Female,64,0,0,Yes,Govt_job,Urban,77.68,31.4,never smoked,0
+Male,51,0,0,Yes,Private,Rural,112.79,27.2,never smoked,0
+Male,69,1,0,Yes,Self-employed,Rural,236.79,35.7,formerly smoked,0
+Female,75,1,0,Yes,Self-employed,Rural,219.82,29.5,formerly smoked,0
+Female,27,0,0,No,Private,Urban,82.05,21,Unknown,0
+Female,49,0,0,No,Govt_job,Rural,104.08,26.6,never smoked,0
+Male,82,0,0,No,Self-employed,Urban,101.57,24.3,smokes,0
+Female,36,0,0,Yes,Private,Rural,71.32,43.9,smokes,0
+Male,1.88,0,0,No,children,Rural,143.97,N/A,Unknown,0
+Male,45,1,0,Yes,Self-employed,Rural,239.19,52.5,Unknown,0
+Female,64,0,0,Yes,Private,Rural,78.45,27,formerly smoked,0
+Male,32,0,0,No,Private,Rural,61.11,32.7,never smoked,0
+Female,15,0,0,No,Private,Urban,87.29,29.4,Unknown,0
+Female,1.64,0,0,No,children,Rural,82.49,15.1,Unknown,0
+Male,34,0,0,Yes,Private,Urban,83.15,32.1,Unknown,0
+Male,17,0,0,No,Private,Rural,83.26,32.9,never smoked,0
+Female,76,1,0,Yes,Self-employed,Urban,78.7,27.6,formerly smoked,0
+Male,61,0,0,Yes,Self-employed,Urban,111.94,26.5,smokes,0
+Male,30,0,0,Yes,Private,Rural,104.77,19.2,smokes,0
+Female,18,0,0,No,Private,Urban,104.26,25.9,Unknown,0
+Male,48,0,0,Yes,Private,Rural,113.84,21.9,never smoked,0
+Male,0.16,0,0,No,children,Urban,114.71,17.4,Unknown,0
+Female,4,0,0,No,children,Urban,61.54,13.2,Unknown,0
+Male,38,0,0,Yes,Private,Rural,133.62,25.2,never smoked,0
+Female,27,0,0,Yes,Private,Rural,111.96,28.2,never smoked,0
+Female,50,0,0,No,Private,Urban,112.44,31.5,Unknown,0
+Male,19,0,0,No,Private,Urban,123.61,25.2,Unknown,0
+Male,8,0,0,No,children,Urban,84.68,14.5,Unknown,0
+Male,78,0,1,Yes,Self-employed,Rural,206.62,28,formerly smoked,0
+Male,0.8,0,0,No,children,Rural,114.54,15.1,Unknown,0
+Female,53,1,0,Yes,Private,Rural,216.88,31.4,smokes,0
+Female,73,1,0,Yes,Private,Urban,110.38,26.3,never smoked,0
+Male,34,0,0,Yes,Private,Urban,99.23,N/A,smokes,0
+Male,58,0,0,Yes,Govt_job,Rural,204.92,39.6,never smoked,0
+Female,62,0,0,Yes,Private,Urban,56.74,28.9,never smoked,0
+Female,78,0,0,No,Self-employed,Rural,68.35,31.4,Unknown,0
+Female,51,0,0,Yes,Private,Urban,83.52,34.3,Unknown,0
+Male,78,0,0,Yes,Govt_job,Urban,59.74,27,formerly smoked,0
+Female,40,1,0,Yes,Private,Rural,81.59,27.2,never smoked,0
+Female,35,0,0,No,Private,Rural,123.83,23.8,never smoked,0
+Male,82,0,0,Yes,Private,Urban,226.84,25.3,formerly smoked,0
+Female,46,0,0,Yes,Self-employed,Rural,93.2,32.6,Unknown,0
+Female,51,1,0,Yes,Private,Rural,85.84,31.8,never smoked,0
+Female,53,0,0,Yes,Govt_job,Urban,74.64,22.4,Unknown,0
+Male,55,0,1,Yes,Private,Urban,80.17,28,never smoked,0
+Female,43,0,0,Yes,Govt_job,Urban,85.03,23.9,formerly smoked,0
+Male,81,0,0,Yes,Private,Urban,234.35,25.3,formerly smoked,0
+Male,12,0,0,No,children,Urban,116.25,16.4,formerly smoked,0
+Female,20,0,0,No,Private,Urban,66.55,26.9,smokes,0
+Female,53,0,0,Yes,Private,Urban,88.38,25.4,never smoked,0
+Female,1.32,0,0,No,children,Urban,81.05,18.7,Unknown,0
+Female,22,0,0,No,Private,Urban,68.4,37.5,never smoked,0
+Female,75,0,0,Yes,Self-employed,Urban,96.95,41.4,never smoked,0
+Female,66,0,0,Yes,Self-employed,Rural,66.24,37.5,never smoked,0
+Male,7,0,0,No,children,Rural,91.81,15.8,Unknown,0
+Female,26,0,0,No,Private,Urban,84.86,37.6,never smoked,0
+Female,14,0,0,No,Private,Rural,118.88,30.5,never smoked,0
+Female,32,0,0,Yes,Private,Urban,85.91,22.1,Unknown,0
+Male,6,0,0,No,children,Rural,115.4,19.2,Unknown,0
+Female,42,0,0,Yes,Self-employed,Rural,75.34,38,never smoked,0
+Male,4,0,0,No,children,Rural,100.19,18.7,Unknown,0
+Male,75,0,0,Yes,Govt_job,Urban,200.73,25.7,formerly smoked,0
+Male,80,1,0,Yes,Govt_job,Urban,114.09,30.1,never smoked,0
+Female,52,0,0,Yes,Private,Urban,67.3,36.3,never smoked,0
+Male,11,0,0,No,children,Rural,96.91,20.4,Unknown,0
+Male,14,0,0,No,children,Rural,116.2,20.9,Unknown,0
+Female,74,0,0,Yes,Self-employed,Rural,72.54,28.4,never smoked,0
+Male,58,0,0,Yes,Private,Rural,96.01,33.8,Unknown,0
+Female,80,1,0,Yes,Private,Urban,89.16,24,never smoked,0
+Female,31,0,0,Yes,Self-employed,Rural,108.64,43.3,never smoked,0
+Female,28,1,0,Yes,Govt_job,Rural,83.66,36.4,never smoked,0
+Female,25,0,0,Yes,Private,Rural,81.21,37.9,never smoked,0
+Male,71,0,0,No,Private,Urban,86.96,32.6,never smoked,0
+Female,51,0,0,Yes,Govt_job,Rural,92.95,23.9,never smoked,0
+Male,15,0,0,No,children,Urban,95.86,18.1,Unknown,0
+Male,45,1,0,No,Private,Rural,85.52,36.4,never smoked,0
+Male,53,0,0,Yes,Govt_job,Rural,159.39,29.2,never smoked,0
+Male,69,0,0,Yes,Self-employed,Urban,202.51,30.8,formerly smoked,0
+Female,42,0,0,Yes,Private,Rural,82.24,23.8,formerly smoked,0
+Female,4,0,0,No,children,Rural,109.81,17.9,Unknown,0
+Male,64,1,0,Yes,Private,Rural,91.85,31.8,formerly smoked,0
+Female,5,0,0,No,children,Rural,123.49,19.5,Unknown,0
+Male,44,0,0,Yes,Private,Rural,105.49,31.5,smokes,0
+Male,78,0,1,Yes,Self-employed,Urban,101.53,24.1,formerly smoked,0
+Female,16,0,0,No,Private,Urban,89.45,N/A,Unknown,0
+Female,69,0,0,Yes,Self-employed,Urban,126.04,35.9,never smoked,0
+Male,80,0,1,Yes,Self-employed,Rural,95.49,31.6,Unknown,0
+Female,7,0,0,No,children,Rural,89.38,19,Unknown,0
+Female,2,0,0,No,children,Urban,82.3,18.8,Unknown,0
+Female,80,1,0,Yes,Self-employed,Urban,218,33.5,Unknown,0
+Female,69,0,0,Yes,Self-employed,Urban,79.7,25,never smoked,0
+Male,58,1,0,Yes,Self-employed,Rural,209.15,52.9,formerly smoked,0
+Female,75,0,0,Yes,Self-employed,Rural,70.22,24.8,formerly smoked,0
+Female,60,0,0,Yes,Self-employed,Rural,83.57,24.5,never smoked,0
+Female,75,0,0,Yes,Self-employed,Urban,60.6,40.4,smokes,0
+Female,10,0,0,No,children,Urban,97.24,20.2,Unknown,0
+Male,38,0,0,No,Private,Rural,162.72,31.9,smokes,0
+Male,28,0,0,No,Private,Urban,73.27,25.4,smokes,0
+Female,3,0,0,No,children,Urban,92.62,15.4,Unknown,0
+Female,31,0,0,Yes,Private,Urban,90,38.6,never smoked,0
+Female,59,1,0,Yes,Private,Rural,78.28,31,formerly smoked,0
+Female,31,0,0,No,Private,Rural,87.81,26.4,smokes,0
+Female,45,0,0,Yes,Private,Urban,202.66,N/A,never smoked,0
+Female,58,0,0,Yes,Private,Rural,196.5,37.7,never smoked,0
+Female,57,0,0,Yes,Self-employed,Urban,142.31,35.2,smokes,0
+Male,31,0,0,No,Private,Rural,94.96,54.7,smokes,0
+Male,43,0,0,Yes,Govt_job,Rural,83.78,21.6,never smoked,0
+Female,40,0,0,No,Private,Urban,86.1,23.9,Unknown,0
+Male,1.08,0,0,No,children,Rural,74.5,N/A,Unknown,0
+Male,34,0,0,Yes,Private,Urban,66.96,26.1,never smoked,0
+Female,55,0,0,Yes,Private,Rural,76.7,39.7,formerly smoked,0
+Female,39,0,0,Yes,Private,Rural,103.12,29.9,formerly smoked,0
+Female,42,0,0,No,Private,Urban,84.03,31.4,never smoked,0
+Male,44,0,0,Yes,Private,Rural,74.15,34.5,formerly smoked,0
+Male,69,1,0,Yes,Private,Rural,73.29,29.4,never smoked,0
+Male,16,0,0,No,Private,Urban,115.16,26.9,Unknown,0
+Female,8,0,0,No,children,Urban,83.55,22.4,Unknown,0
+Female,1.48,0,0,No,children,Urban,61.53,20.5,Unknown,0
+Female,1.88,0,0,No,children,Rural,100.74,18.6,Unknown,0
+Female,69,0,0,No,Private,Urban,59.31,31.4,smokes,0
+Female,13,0,0,No,children,Urban,63.22,18.5,formerly smoked,0
+Female,53,0,0,Yes,Private,Urban,209.5,41.8,never smoked,0
+Female,16,0,0,No,children,Urban,64.51,21.2,Unknown,0
+Male,64,0,0,Yes,Private,Rural,90.07,28.6,never smoked,0
+Female,7,0,0,No,children,Urban,113.95,16,Unknown,0
+Male,41,0,0,Yes,Private,Rural,119.32,30.6,Unknown,0
+Male,65,0,0,Yes,Private,Rural,99.12,29,formerly smoked,0
+Male,61,0,0,Yes,Self-employed,Rural,152.84,28.6,Unknown,0
+Male,63,0,0,Yes,Private,Rural,78.23,34.8,never smoked,0
+Male,1.8,0,0,No,children,Urban,68.8,N/A,Unknown,0
+Female,54,0,0,Yes,Private,Urban,76.05,42,Unknown,0
+Female,14,0,0,No,children,Rural,116.49,30.3,never smoked,0
+Male,45,0,0,Yes,Private,Rural,99.91,30.9,Unknown,0
+Male,51,1,0,Yes,Private,Urban,76.1,32.1,smokes,0
+Male,8,0,0,No,children,Rural,121.99,19.6,Unknown,0
+Male,52,1,0,Yes,Private,Rural,116.21,32.8,smokes,0
+Female,39,0,0,Yes,Private,Urban,55.28,31.5,Unknown,0
+Female,13,0,0,No,children,Rural,219.81,N/A,Unknown,0
+Female,69,0,0,Yes,Private,Rural,103.73,34.7,never smoked,0
+Male,71,1,0,Yes,Govt_job,Urban,153.08,21.5,Unknown,0
+Female,73,0,0,Yes,Self-employed,Rural,98.69,27.6,Unknown,0
+Female,54,0,0,Yes,Private,Rural,94.11,28.6,formerly smoked,0
+Male,10,0,0,No,children,Rural,117.03,21.1,never smoked,0
+Female,26,0,0,Yes,Private,Urban,91.35,23.8,never smoked,0
+Female,41,0,0,Yes,Private,Rural,82.48,33.5,Unknown,0
+Male,71,0,0,Yes,Govt_job,Rural,99.76,33.4,formerly smoked,0
+Female,46,0,0,Yes,Govt_job,Urban,111.1,23.3,smokes,0
+Male,15,0,0,No,Private,Rural,122.25,21,never smoked,0
+Female,29,0,0,No,Private,Urban,84.19,21.2,never smoked,0
+Male,8,0,0,No,children,Urban,84.6,18.4,Unknown,0
+Female,21,0,0,Yes,Private,Urban,126.35,26.9,never smoked,0
+Female,56,1,0,No,Self-employed,Urban,87.5,20.2,formerly smoked,0
+Female,14,0,0,No,Self-employed,Rural,77.52,21.9,never smoked,0
+Female,78,0,0,Yes,Private,Rural,133.13,24.2,Unknown,0
+Female,36,0,0,No,Private,Urban,96.1,29.6,never smoked,0
+Female,57,1,0,Yes,Private,Urban,108.61,38.1,smokes,0
+Male,79,1,1,Yes,Self-employed,Rural,205.23,22,never smoked,0
+Male,26,0,0,No,Govt_job,Rural,76.74,29.8,Unknown,0
+Male,22,0,0,Yes,Private,Urban,138.55,24,never smoked,0
+Male,72,0,1,Yes,Private,Urban,234.27,26.9,never smoked,0
+Female,54,0,0,Yes,Private,Urban,75.16,38,never smoked,0
+Male,8,0,0,No,children,Rural,77.08,16.9,Unknown,0
+Female,62,0,0,Yes,Private,Urban,101.19,23.4,never smoked,0
+Female,28,0,0,No,Private,Urban,107.74,38.5,never smoked,0
+Female,50,0,0,Yes,Private,Rural,62.32,21.6,Unknown,0
+Male,7,0,0,No,children,Urban,56.32,15.9,Unknown,0
+Female,33,0,0,Yes,Private,Rural,131.28,25.1,never smoked,0
+Male,55,0,0,Yes,Private,Urban,67.02,41.1,smokes,0
+Female,25,0,0,No,Private,Rural,76.72,21.5,Unknown,0
+Female,25,0,0,No,Private,Urban,125.98,21,smokes,0
+Female,37,0,0,Yes,Govt_job,Urban,72.09,24.1,smokes,0
+Male,58,0,0,Yes,Private,Urban,88.05,30.6,Unknown,0
+Male,45,0,0,Yes,Govt_job,Urban,55.47,19.8,smokes,0
+Female,60,0,0,Yes,Govt_job,Rural,145.94,29.2,Unknown,0
+Male,66,0,1,Yes,Private,Rural,239.21,33.7,formerly smoked,0
+Male,80,0,0,Yes,Self-employed,Rural,196.08,31,formerly smoked,0
+Female,38,0,0,Yes,Govt_job,Rural,93.93,21.5,never smoked,0
+Female,11,0,0,No,children,Urban,76.74,19.1,Unknown,0
+Female,63,0,0,Yes,Private,Urban,83.74,21.4,Unknown,0
+Male,19,0,0,No,Private,Urban,119.58,24.8,Unknown,0
+Female,17,0,0,No,Private,Rural,68.66,35.1,never smoked,0
+Female,19,0,0,No,Private,Urban,65.79,28.6,smokes,0
+Female,40,0,0,Yes,Govt_job,Urban,176.38,35.7,never smoked,0
+Male,49,0,0,Yes,Private,Urban,175.74,45.4,Unknown,0
+Female,69,0,1,No,Private,Urban,193.45,34.5,never smoked,0
+Female,46,0,0,Yes,Self-employed,Rural,85.84,21.2,never smoked,0
+Male,78,0,0,Yes,Self-employed,Rural,93.85,22.7,formerly smoked,0
+Female,63,0,1,Yes,Private,Rural,86.21,39.1,never smoked,0
+Female,3,0,0,No,children,Rural,75.41,21.9,Unknown,0
+Female,1.8,0,0,No,children,Rural,95.28,16.5,Unknown,0
+Female,18,0,0,No,Private,Urban,95.87,23,never smoked,0
+Female,46,0,0,Yes,Private,Urban,180.45,22.5,never smoked,0
+Female,8,0,0,No,children,Urban,95.39,20.4,Unknown,0
+Female,53,0,0,Yes,Private,Rural,60.77,28.7,smokes,0
+Female,38,0,0,Yes,Govt_job,Urban,102.84,22.4,never smoked,0
+Female,74,0,0,Yes,Private,Urban,130.37,26.3,Unknown,0
+Female,24,0,0,No,Private,Urban,65.44,23.6,never smoked,0
+Male,78,0,0,Yes,Private,Rural,79.84,25.9,never smoked,0
+Male,60,0,0,Yes,Private,Rural,62.61,30.7,never smoked,0
+Male,12,0,0,No,children,Urban,70.07,24.5,formerly smoked,0
+Female,32,0,0,Yes,Private,Rural,108.8,24,Unknown,0
+Male,5,0,0,No,children,Urban,112.11,20.1,Unknown,0
+Female,40,0,0,Yes,Private,Rural,92.35,38,never smoked,0
+Female,19,0,0,No,Private,Urban,76.57,26.6,Unknown,0
+Female,28,0,0,Yes,Private,Urban,69.5,24.5,never smoked,0
+Female,61,0,0,Yes,Private,Rural,219.38,N/A,never smoked,0
+Female,44,1,0,Yes,Private,Rural,69.48,41.3,never smoked,0
+Male,50,0,0,Yes,Govt_job,Urban,89.18,34.8,smokes,0
+Female,50,0,1,Yes,Govt_job,Urban,68.09,35.5,smokes,0
+Female,18,0,0,No,Private,Rural,92.71,24.1,Unknown,0
+Male,1.64,0,0,No,children,Rural,56.21,19,Unknown,0
+Female,37,0,0,No,Govt_job,Rural,72.08,N/A,formerly smoked,0
+Female,5,0,0,No,children,Urban,82.56,16.6,Unknown,0
+Female,39,0,0,Yes,Private,Urban,78.24,28.6,Unknown,0
+Female,65,0,0,Yes,Govt_job,Rural,84.66,22.4,never smoked,0
+Female,26,0,0,No,Govt_job,Urban,90.35,38.6,Unknown,0
+Male,42,0,0,Yes,Govt_job,Rural,68.12,32,Unknown,0
+Female,34,0,0,Yes,Private,Rural,59.14,40.1,never smoked,0
+Female,45,0,0,Yes,Govt_job,Urban,85.64,32,formerly smoked,0
+Male,43,0,0,Yes,Govt_job,Rural,56.08,23.9,Unknown,0
+Female,40,0,0,No,Private,Rural,99,25,never smoked,0
+Male,35,0,0,No,Private,Urban,93.6,28.5,smokes,0
+Female,2,0,0,No,children,Urban,105.75,19.8,Unknown,0
+Female,61,0,0,Yes,Private,Urban,114.09,25.7,never smoked,0
+Male,64,1,0,Yes,Private,Urban,57.42,28,smokes,0
+Female,32,0,0,Yes,Private,Urban,100.01,37.2,never smoked,0
+Male,23,0,0,No,Private,Urban,62,24.8,formerly smoked,0
+Female,51,0,0,Yes,Self-employed,Rural,103.61,39.2,never smoked,0
+Female,52,0,0,Yes,Private,Rural,118.46,61.6,smokes,0
+Female,75,0,0,Yes,Govt_job,Rural,94.77,27.2,never smoked,0
+Female,40,0,0,Yes,Private,Urban,72.12,38,never smoked,0
+Male,39,0,0,Yes,Govt_job,Rural,155.23,36.2,never smoked,0
+Male,6,0,0,No,children,Urban,90.6,16.6,Unknown,0
+Female,32,0,0,Yes,Private,Urban,81.92,38,never smoked,0
+Female,55,0,0,No,Self-employed,Rural,67.1,31.4,never smoked,0
+Female,23,0,0,No,Private,Rural,58.01,35.3,never smoked,0
+Female,52,0,0,Yes,Private,Rural,173.9,35.8,never smoked,0
+Male,58,1,0,Yes,Private,Rural,106.27,28.6,never smoked,0
+Male,17,0,0,No,Private,Rural,60.57,34,Unknown,0
+Male,3,0,0,No,children,Urban,105.34,15.5,Unknown,0
+Female,23,0,0,No,Private,Rural,96.28,31.1,never smoked,0
+Male,56,0,0,Yes,Self-employed,Urban,122.73,37.5,formerly smoked,0
+Male,45,0,0,No,Self-employed,Urban,104.12,37.7,Unknown,0
+Female,14,0,0,No,Private,Urban,69.74,24.2,formerly smoked,0
+Female,45,0,0,Yes,Private,Rural,106.95,33.4,Unknown,0
+Female,57,0,0,Yes,Private,Urban,94.63,33,never smoked,0
+Female,35,0,0,Yes,Private,Urban,86.97,25.7,Unknown,0
+Female,8,0,0,No,children,Rural,76.12,19.4,Unknown,0
+Female,42,0,0,Yes,Govt_job,Urban,99.94,33.4,never smoked,0
+Male,8,0,0,No,children,Urban,91.53,18,Unknown,0
+Male,62,0,0,Yes,Private,Rural,145.46,40.1,never smoked,0
+Female,43,0,0,Yes,Private,Urban,74.86,26.9,never smoked,0
+Female,8,0,0,No,children,Urban,74.42,22.5,Unknown,0
+Male,40,0,0,Yes,Self-employed,Urban,70.07,27.6,smokes,0
+Male,2,0,0,No,children,Urban,89.85,23.3,Unknown,0
+Female,27,0,0,No,Private,Rural,104.21,35.7,never smoked,0
+Female,47,0,0,Yes,Self-employed,Rural,157.77,28.4,never smoked,0
+Female,53,0,0,No,Govt_job,Urban,101.81,29.4,smokes,0
+Male,62,0,0,Yes,Govt_job,Rural,103,31.9,Unknown,0
+Male,50,0,0,Yes,Self-employed,Urban,101.85,25.1,smokes,0
+Male,26,0,0,No,Private,Urban,85.92,35.6,smokes,0
+Female,19,0,0,No,Private,Rural,56.85,21.1,never smoked,0
+Male,0.32,0,0,No,children,Urban,89.04,17.8,Unknown,0
+Female,45,0,0,Yes,Govt_job,Rural,63.01,31.5,never smoked,0
+Male,45,0,0,Yes,Private,Rural,65.48,26.6,Unknown,0
+Female,54,0,0,Yes,Private,Rural,68.6,44.8,smokes,0
+Male,64,1,0,Yes,Private,Urban,81.68,31.3,formerly smoked,0
+Male,2,0,0,No,children,Urban,65.21,17.2,Unknown,0
+Female,66,0,0,Yes,Govt_job,Urban,72.53,25.3,smokes,0
+Female,73,0,0,Yes,Private,Rural,81.78,28.8,never smoked,0
+Female,31,0,0,No,Private,Rural,116.85,49.9,smokes,0
+Female,1.88,0,0,No,children,Rural,80.83,18,Unknown,0
+Female,58,0,0,Yes,Private,Urban,96.21,23.5,never smoked,0
+Male,12,0,0,No,children,Rural,117.04,18.1,Unknown,0
+Female,60,1,0,Yes,Private,Rural,78.26,41.7,formerly smoked,0
+Male,32,1,0,No,Govt_job,Urban,58.24,N/A,formerly smoked,0
+Male,23,0,0,No,Private,Urban,82.53,20.7,smokes,0
+Male,26,0,0,No,Private,Urban,71.25,30.3,smokes,0
+Male,36,0,0,Yes,Private,Rural,129.73,27.8,never smoked,0
+Female,3,0,0,No,children,Urban,115.47,18.9,Unknown,0
+Male,21,0,0,No,Private,Urban,56.79,20.4,Unknown,0
+Female,67,0,0,Yes,Private,Urban,100.16,31.8,Unknown,0
+Female,35,0,0,Yes,Govt_job,Rural,97.6,44.8,smokes,0
+Female,26,0,0,No,Private,Rural,90.54,37.1,Unknown,0
+Female,47,0,0,Yes,Self-employed,Urban,105.88,39.9,smokes,0
+Male,81,1,1,Yes,Govt_job,Rural,217.94,24.1,formerly smoked,0
+Female,1.64,0,0,No,children,Urban,69.89,18.1,Unknown,0
+Male,52,0,0,Yes,Govt_job,Urban,93.28,36.3,never smoked,0
+Female,28,0,1,Yes,Private,Rural,111.27,19.1,smokes,0
+Female,45,0,0,Yes,Private,Urban,91.04,21.1,never smoked,0
+Male,20,0,0,No,Private,Urban,87.2,28.9,smokes,0
+Male,1.56,0,0,No,children,Rural,109.12,18.9,Unknown,0
+Female,65,0,0,No,Private,Urban,216.64,43.3,formerly smoked,0
+Male,45,1,0,Yes,Self-employed,Rural,74.28,37.2,formerly smoked,0
+Male,77,0,0,Yes,Self-employed,Urban,57.6,32.2,Unknown,0
+Male,37,0,0,Yes,Govt_job,Urban,173.97,26.3,Unknown,0
+Female,50,0,0,Yes,Private,Rural,65.25,25.4,smokes,0
+Female,0.56,0,0,No,children,Urban,80.92,18.3,Unknown,0
+Female,30,0,0,Yes,Private,Rural,124.37,21.4,never smoked,0
+Female,31,0,0,No,Private,Urban,102.39,22.9,smokes,0
+Male,4,0,0,No,children,Rural,90.42,16.2,Unknown,0
+Male,65,1,0,Yes,Private,Rural,79.17,29.6,Unknown,0
+Female,68,0,0,Yes,Self-employed,Urban,71.08,21.5,never smoked,0
+Female,63,1,0,Yes,Private,Urban,81.54,24.2,never smoked,0
+Male,46,0,0,No,Private,Urban,159.67,37.3,never smoked,0
+Female,54,0,0,Yes,Private,Urban,93.96,33.3,smokes,0
+Male,66,0,0,Yes,Private,Urban,103.01,33.1,never smoked,0
+Female,29,0,0,Yes,Govt_job,Rural,92.49,22.2,never smoked,0
+Male,78,0,0,Yes,Private,Urban,208.85,24.4,formerly smoked,0
+Male,56,0,0,Yes,Govt_job,Urban,122.39,30.3,Unknown,0
+Female,57,0,0,Yes,Private,Rural,65.91,28.2,Unknown,0
+Female,2,0,0,No,children,Rural,70.25,17,Unknown,0
+Male,49,0,0,Yes,Private,Urban,219.7,53.8,Unknown,0
+Male,31,0,0,Yes,Govt_job,Urban,65.7,30.4,formerly smoked,0
+Female,47,0,0,Yes,Private,Urban,67.08,22.3,Unknown,0
+Male,37,0,0,Yes,Govt_job,Rural,107.58,25.3,never smoked,0
+Female,79,0,0,Yes,Private,Rural,208.05,N/A,smokes,0
+Female,65,0,0,Yes,Private,Rural,95.87,29.8,never smoked,0
+Male,61,0,0,Yes,Private,Urban,68.17,43.8,formerly smoked,0
+Female,66,0,0,Yes,Private,Urban,95.37,34.5,smokes,0
+Male,24,0,0,No,Private,Urban,90,25.5,never smoked,0
+Male,66,0,0,Yes,Self-employed,Rural,106.1,31.5,smokes,0
+Female,64,1,0,Yes,Private,Rural,56.13,39.2,Unknown,0
+Female,38,0,0,Yes,Private,Rural,104.03,47.3,smokes,0
+Female,7,0,0,No,children,Rural,157.01,17,Unknown,0
+Female,63,0,0,Yes,Private,Urban,84.35,38.2,never smoked,0
+Male,71,0,0,Yes,Private,Rural,67.99,31.1,never smoked,0
+Male,18,0,0,No,Private,Rural,118.93,22.4,never smoked,0
+Female,65,0,0,Yes,Private,Rural,185.28,32,smokes,0
+Male,57,0,0,Yes,Private,Rural,82.08,24.7,Unknown,0
+Female,62,0,0,Yes,Private,Urban,88.32,36.3,Unknown,0
+Male,1.8,0,0,No,children,Rural,85.16,20.2,Unknown,0
+Male,35,0,0,No,Private,Rural,69.54,27.4,never smoked,0
+Female,50,0,0,Yes,Govt_job,Rural,62.12,29.6,never smoked,0
+Female,73,1,0,No,Self-employed,Rural,198.3,54.3,formerly smoked,0
+Female,23,0,0,No,Private,Rural,100.06,28.6,never smoked,0
+Female,32,0,0,Yes,Govt_job,Urban,101.13,43.9,formerly smoked,0
+Female,38,0,0,Yes,Private,Rural,91.09,22.2,never smoked,0
+Female,50,0,0,Yes,Self-employed,Rural,61.54,28.4,Unknown,0
+Female,39,0,0,Yes,Private,Urban,62.02,23.7,smokes,0
+Female,7,0,0,No,children,Urban,103.11,18.3,Unknown,0
+Female,15,0,0,No,children,Rural,77.57,18.3,Unknown,0
+Male,67,0,0,Yes,Private,Urban,97.34,28.9,never smoked,0
+Male,8,0,0,No,children,Urban,78.76,N/A,Unknown,0
+Female,32,0,0,Yes,Private,Rural,67.1,27.1,Unknown,0
+Male,5,0,0,No,children,Urban,79.89,13.8,Unknown,0
+Male,56,1,0,Yes,Private,Rural,206.66,21.9,smokes,0
+Male,49,0,0,No,Private,Urban,95.79,24,Unknown,0
+Female,75,0,1,Yes,Self-employed,Urban,83.88,N/A,smokes,0
+Female,11,0,0,No,children,Rural,93.51,20.8,Unknown,0
+Male,61,0,0,Yes,Self-employed,Urban,116.78,39.8,formerly smoked,0
+Male,76,0,0,Yes,Self-employed,Rural,117.63,26.2,never smoked,0
+Female,34,0,0,Yes,Private,Rural,60.01,43.9,Unknown,0
+Male,20,0,0,No,Private,Rural,64.6,27.3,Unknown,0
+Female,79,1,0,Yes,Self-employed,Rural,92.43,N/A,never smoked,0
+Female,24,0,0,No,Private,Urban,71.63,22,formerly smoked,0
+Female,39,0,0,Yes,Self-employed,Urban,87.79,40,formerly smoked,0
+Female,55,0,0,Yes,Govt_job,Rural,99.64,20.1,formerly smoked,0
+Female,16,0,0,No,Private,Rural,86.53,42.2,never smoked,0
+Male,36,0,0,No,Private,Urban,200.68,25.8,Unknown,0
+Female,38,0,0,Yes,Self-employed,Urban,98.37,27.2,never smoked,0
+Male,20,0,0,No,Private,Rural,117.98,30.9,smokes,0
+Female,38,0,0,No,Private,Urban,218.6,47.9,formerly smoked,0
+Female,52,0,0,Yes,Private,Urban,101.3,33.1,smokes,0
+Male,49,0,0,Yes,Private,Urban,79.51,37.8,never smoked,0
+Female,80,0,0,Yes,Self-employed,Urban,223.26,25.4,never smoked,0
+Male,75,0,0,Yes,Private,Rural,97.22,28.4,never smoked,0
+Female,13,0,0,No,Private,Rural,172.27,16.6,never smoked,0
+Female,54,1,0,Yes,Private,Urban,221.83,35.1,smokes,0
+Male,28,0,0,No,Private,Urban,74.61,32.7,Unknown,0
+Female,61,0,0,Yes,Private,Rural,60.91,29.8,Unknown,0
+Male,0.16,0,0,No,children,Rural,69.79,13,Unknown,0
+Male,59,0,0,No,Govt_job,Urban,83.6,27.5,formerly smoked,0
+Male,12,0,0,No,children,Urban,83.95,23.6,Unknown,0
+Female,38,0,0,No,Private,Rural,77.5,36.9,smokes,0
+Male,15,0,0,No,Never_worked,Urban,64.29,16.7,Unknown,0
+Male,31,0,0,Yes,Self-employed,Rural,61.1,26.5,never smoked,0
+Male,52,1,0,Yes,Private,Rural,100.71,37,never smoked,0
+Female,61,0,0,Yes,Self-employed,Urban,65.21,27.7,Unknown,0
+Male,50,0,0,Yes,Private,Rural,119.77,23.5,Unknown,0
+Female,41,0,0,Yes,Private,Rural,102.39,40.4,formerly smoked,0
+Male,20,0,0,No,Private,Urban,59.67,27.7,never smoked,0
+Male,67,0,0,Yes,Private,Rural,83.16,28.3,never smoked,0
+Female,45,0,0,Yes,Private,Rural,218.1,55,smokes,0
+Male,73,0,0,Yes,Govt_job,Rural,76.45,28.7,Unknown,0
+Female,52,0,0,Yes,Private,Rural,200.46,25,Unknown,0
+Female,51,0,0,Yes,Private,Urban,95.7,24.8,formerly smoked,0
+Female,56,0,0,Yes,Self-employed,Rural,70.23,35.5,never smoked,0
+Female,49,0,0,Yes,Self-employed,Urban,75.15,25,Unknown,0
+Male,10,0,0,No,children,Rural,95.8,17.3,Unknown,0
+Female,51,0,0,Yes,Govt_job,Urban,90.67,37.8,Unknown,0
+Male,57,0,0,Yes,Self-employed,Rural,84.79,32.8,formerly smoked,0
+Male,76,0,0,Yes,Private,Urban,147.5,28.7,Unknown,0
+Female,28,0,0,No,Private,Rural,134.12,28.8,formerly smoked,0
+Female,57,0,0,Yes,Private,Urban,82.62,28.4,never smoked,0
+Male,39,0,0,Yes,Private,Rural,125.11,24.9,formerly smoked,0
+Female,41,0,0,Yes,Private,Urban,92.14,29.6,formerly smoked,0
+Female,72,1,1,Yes,Private,Urban,217.79,26.1,formerly smoked,0
+Male,45,0,0,Yes,Private,Rural,95.62,29.5,smokes,0
+Male,33,0,0,Yes,Private,Rural,93.8,23.9,never smoked,0
+Male,62,0,1,Yes,Private,Rural,90.61,25.8,smokes,0
+Female,27,0,0,Yes,Private,Urban,139.2,36.2,never smoked,0
+Female,31,0,0,Yes,Private,Rural,77.01,31.3,formerly smoked,0
+Female,24,0,0,Yes,Private,Urban,105.26,26.1,never smoked,0
+Male,1.88,0,0,No,children,Rural,68.35,19.1,Unknown,0
+Female,28,0,0,No,Private,Rural,99.07,17.6,never smoked,0
+Female,24,0,0,No,Private,Rural,147.74,21.4,Unknown,0
+Female,30,0,0,Yes,Govt_job,Urban,61.29,24,Unknown,0
+Male,38,0,0,Yes,Govt_job,Rural,98.92,25.5,never smoked,0
+Female,1.64,0,0,No,children,Urban,90.74,19.9,Unknown,0
+Male,0.72,0,0,No,children,Rural,159.79,19.9,Unknown,0
+Male,57,0,0,Yes,Private,Rural,233.47,35.5,never smoked,0
+Female,27,0,0,No,Govt_job,Urban,85.53,26.9,smokes,0
+Female,30,0,0,Yes,Self-employed,Urban,76.7,24.2,never smoked,0
+Male,42,0,0,Yes,Private,Rural,67.87,30,never smoked,0
+Male,36,0,0,Yes,Private,Urban,77.26,30.9,never smoked,0
+Male,44,1,0,Yes,Private,Rural,91.28,26.5,never smoked,0
+Male,59,0,0,Yes,Govt_job,Urban,129.19,30.6,never smoked,0
+Female,61,0,0,Yes,Govt_job,Urban,97.86,19.1,formerly smoked,0
+Female,18,0,0,No,Govt_job,Rural,112.33,23.2,formerly smoked,0
+Female,44,0,0,Yes,Private,Rural,110.41,30.5,smokes,0
+Male,16,0,0,No,children,Rural,91.58,15.8,Unknown,0
+Male,13,0,0,No,children,Urban,58.86,16.9,never smoked,0
+Male,9,0,0,No,children,Rural,76.88,18,Unknown,0
+Male,0.16,0,0,No,children,Urban,109.52,13.9,Unknown,0
+Female,81,1,0,Yes,Self-employed,Urban,181.23,36.7,never smoked,0
+Female,38,0,0,Yes,Private,Urban,103.58,30.8,formerly smoked,0
+Female,58,0,0,Yes,Self-employed,Rural,81.96,34.6,never smoked,0
+Male,5,0,0,No,children,Rural,104.55,16.3,Unknown,0
+Female,64,0,0,Yes,Govt_job,Urban,76.12,38.2,formerly smoked,0
+Female,38,0,0,Yes,Govt_job,Rural,64.27,27.3,never smoked,0
+Female,56,0,0,Yes,Private,Rural,200.98,30.4,smokes,0
+Male,58,0,0,Yes,Govt_job,Urban,101.96,34.5,never smoked,0
+Male,9,0,0,No,children,Rural,84.17,17.4,Unknown,0
+Female,34,0,0,Yes,Private,Rural,85.79,32,never smoked,0
+Female,79,0,0,Yes,Private,Urban,71.46,33.4,Unknown,0
+Male,62,1,0,Yes,Self-employed,Rural,95.49,40.2,smokes,0
+Female,60,0,0,Yes,Private,Rural,87.62,30.1,smokes,0
+Female,42,0,0,No,Private,Rural,118.55,46.2,smokes,0
+Female,59,0,0,Yes,Self-employed,Urban,82.14,35.6,smokes,0
+Female,54,0,0,Yes,Private,Urban,219.67,29.4,smokes,0
+Male,59,0,0,Yes,Private,Urban,135.84,27.3,never smoked,0
+Male,15,0,0,No,children,Rural,74.83,17.4,Unknown,0
+Female,14,0,0,No,children,Urban,60.37,26.9,Unknown,0
+Male,5,0,0,No,children,Rural,67.28,17.7,Unknown,0
+Male,17,0,0,No,Private,Rural,77.79,23.6,Unknown,0
+Female,13,0,0,No,children,Rural,88.51,27.7,Unknown,0
+Female,48,0,0,Yes,Self-employed,Urban,90.38,38,smokes,0
+Male,37,0,0,Yes,Govt_job,Urban,156.69,35.2,never smoked,0
+Female,69,0,1,Yes,Private,Urban,207.6,N/A,never smoked,0
+Female,74,0,0,Yes,Private,Urban,158.9,32.4,formerly smoked,0
+Male,54,0,0,Yes,Private,Urban,247.97,36.1,formerly smoked,0
+Female,64,0,1,Yes,Private,Rural,114.71,30.6,never smoked,0
+Female,26,0,0,No,Private,Rural,58.55,29,never smoked,0
+Male,55,0,0,Yes,Govt_job,Urban,231.15,22.3,never smoked,0
+Female,74,0,0,Yes,Self-employed,Urban,68.18,27.3,formerly smoked,0
+Female,0.48,0,0,No,children,Rural,118.75,17.4,Unknown,0
+Female,41,0,1,No,Private,Rural,186.54,39,formerly smoked,0
+Male,68,0,1,Yes,Private,Rural,96.14,26.7,never smoked,0
+Male,9,0,0,No,children,Urban,69.52,24.2,Unknown,0
+Female,36,0,0,Yes,Private,Rural,101.93,22.8,smokes,0
+Male,17,0,0,No,Private,Urban,71.58,25.6,Unknown,0
+Male,24,0,0,Yes,Private,Urban,83.1,21.9,smokes,0
+Female,69,0,0,Yes,Self-employed,Rural,110.96,25.9,never smoked,0
+Male,38,0,0,Yes,Govt_job,Urban,122.83,30.6,Unknown,0
+Female,69,0,0,Yes,Private,Urban,91.65,25.7,formerly smoked,0
+Female,32,0,0,No,Private,Urban,84.1,33.3,Unknown,0
+Female,25,0,0,No,Private,Rural,118.85,23.8,smokes,0
+Male,2,0,0,No,children,Urban,89.32,17.2,Unknown,0
+Male,79,0,0,No,Self-employed,Urban,128.72,31,Unknown,0
+Female,28,0,0,Yes,Private,Urban,98.05,24.7,never smoked,0
+Female,16,0,0,No,Never_worked,Urban,102.1,27.1,never smoked,0
+Male,31,0,0,Yes,Private,Urban,108.62,N/A,smokes,0
+Male,66,0,0,Yes,Self-employed,Urban,96.19,38.3,smokes,0
+Female,57,1,0,Yes,Private,Urban,98.07,50.9,formerly smoked,0
+Female,61,0,0,Yes,Private,Rural,71.4,29.2,formerly smoked,0
+Female,74,0,0,Yes,Self-employed,Rural,82.27,23.6,formerly smoked,0
+Female,70,0,0,Yes,Govt_job,Rural,158.33,33.5,never smoked,0
+Female,8,0,0,No,children,Rural,102.5,16.3,Unknown,0
+Female,49,0,0,Yes,Private,Urban,72.18,30.8,Unknown,0
+Male,30,0,0,Yes,Govt_job,Urban,95.94,31.1,never smoked,0
+Male,51,0,0,No,Self-employed,Rural,87.15,26.4,formerly smoked,0
+Female,10,0,0,No,children,Urban,82.59,18.6,formerly smoked,0
+Female,34,0,0,Yes,Private,Rural,89.31,37.3,formerly smoked,0
+Male,40,0,0,Yes,Private,Rural,64.84,26.6,never smoked,0
+Male,3,0,0,No,children,Urban,107.52,17.6,Unknown,0
+Female,45,0,0,Yes,Self-employed,Urban,92.76,22.3,Unknown,0
+Male,4,0,0,No,children,Urban,79.16,20.2,Unknown,0
+Male,52,0,1,Yes,Private,Urban,87,30.9,never smoked,0
+Male,68,0,1,Yes,Private,Rural,145.25,31.5,never smoked,0
+Female,8,0,0,No,children,Urban,125.14,29.7,Unknown,0
+Female,82,0,1,Yes,Self-employed,Rural,88.6,32.5,Unknown,0
+Male,36,0,0,Yes,Govt_job,Urban,57.59,32.8,Unknown,0
+Female,42,0,0,Yes,Govt_job,Urban,59.43,25.4,never smoked,0
+Female,27,0,0,No,Govt_job,Rural,65.43,27.2,Unknown,0
+Male,55,0,0,Yes,Govt_job,Urban,154.03,31.6,smokes,0
+Female,31,0,0,Yes,Self-employed,Rural,139.81,39.6,never smoked,0
+Male,82,0,0,Yes,Self-employed,Urban,111.81,19.8,formerly smoked,0
+Female,57,0,0,Yes,Self-employed,Urban,106.84,29.6,never smoked,0
+Female,78,0,1,Yes,Private,Rural,221.06,25.5,formerly smoked,0
+Male,55,0,0,Yes,Self-employed,Urban,69.97,25.8,formerly smoked,0
+Male,51,0,0,Yes,Private,Rural,77.07,32.1,formerly smoked,0
+Male,80,0,0,No,Private,Urban,59.49,25.6,Unknown,0
+Female,17,0,0,No,Private,Rural,109.39,26.3,never smoked,0
+Female,61,0,0,Yes,Private,Rural,93.97,39.4,Unknown,0
+Female,62,0,0,Yes,Govt_job,Urban,163.17,25.6,never smoked,0
+Female,14,0,0,No,Self-employed,Urban,124.39,34,Unknown,0
+Female,62,0,0,Yes,Private,Urban,212.62,35.8,never smoked,0
+Female,56,0,0,No,Self-employed,Urban,128.63,24.9,smokes,0
+Male,41,0,0,Yes,Govt_job,Urban,84.1,29.3,never smoked,0
+Female,59,0,0,Yes,Self-employed,Urban,77.6,23.4,Unknown,0
+Male,29,0,0,Yes,Private,Urban,70.51,24.5,Unknown,0
+Male,39,0,0,Yes,Private,Rural,109.19,29.8,Unknown,0
+Male,66,0,0,Yes,Self-employed,Rural,55.23,28.9,Unknown,0
+Female,35,0,0,Yes,Private,Urban,120.15,27.3,never smoked,0
+Female,36,0,0,Yes,Private,Urban,72.16,23.2,never smoked,0
+Male,35,0,0,Yes,Private,Rural,95.89,34.2,Unknown,0
+Male,26,0,0,No,Private,Urban,64.68,23.3,smokes,0
+Female,31,0,0,No,Private,Rural,70.51,26.9,formerly smoked,0
+Female,56,0,0,Yes,Self-employed,Rural,81.77,21.8,never smoked,0
+Female,36,0,0,Yes,Govt_job,Urban,66.47,26.9,never smoked,0
+Female,41,0,0,Yes,Govt_job,Rural,146.08,29.9,never smoked,0
+Female,50,0,0,Yes,Private,Urban,91.68,22.4,never smoked,0
+Female,42,0,0,Yes,Private,Rural,108.96,27.5,never smoked,0
+Male,79,0,0,Yes,Self-employed,Urban,113.41,35,never smoked,0
+Male,57,0,0,Yes,Private,Urban,111.08,27.9,never smoked,0
+Male,68,0,1,Yes,Private,Urban,217.74,25.5,Unknown,0
+Female,25,0,0,Yes,Private,Rural,78.5,28.6,never smoked,0
+Male,69,0,0,Yes,Private,Urban,89.06,34.8,formerly smoked,0
+Female,42,0,0,Yes,Private,Urban,74.8,50.6,Unknown,0
+Male,37,0,0,Yes,Govt_job,Rural,80.2,30.9,never smoked,0
+Female,2,0,0,No,children,Rural,76.52,14.8,Unknown,0
+Female,78,0,0,Yes,Self-employed,Rural,208.99,31.4,formerly smoked,0
+Female,36,0,0,Yes,Private,Urban,99.72,22.3,smokes,0
+Male,10,0,0,No,children,Urban,102.97,19.1,Unknown,0
+Male,39,1,0,Yes,Private,Rural,197.36,27.4,Unknown,0
+Male,4,0,0,No,children,Urban,98.56,17.5,Unknown,0
+Female,48,0,0,Yes,Private,Urban,86.06,36.2,never smoked,0
+Male,72,0,0,Yes,Self-employed,Urban,123.08,25.4,smokes,0
+Male,63,0,1,No,Private,Urban,75,25.7,smokes,0
+Female,28,0,0,Yes,Private,Rural,105.9,28.6,smokes,0
+Female,80,0,0,Yes,Self-employed,Urban,73.87,33.7,never smoked,0
+Male,49,0,0,Yes,Private,Rural,78.04,37.9,never smoked,0
+Male,57,0,0,No,Private,Urban,107.74,28.4,Unknown,0
+Female,59,0,0,Yes,Private,Rural,60.64,20,never smoked,0
+Female,43,0,0,Yes,Private,Rural,82.57,29.1,never smoked,0
+Female,47,0,0,Yes,Private,Rural,115.98,27.6,Unknown,0
+Male,54,0,0,Yes,Self-employed,Rural,110.38,27.6,formerly smoked,0
+Male,57,0,0,Yes,Private,Rural,92.59,24.2,Unknown,0
+Male,56,0,0,Yes,Private,Urban,82.64,31,never smoked,0
+Male,66,0,1,No,Govt_job,Urban,70.28,34.5,never smoked,0
+Male,18,0,0,No,Govt_job,Urban,106.54,27,never smoked,0
+Female,81,1,1,Yes,Self-employed,Urban,59.11,20.7,formerly smoked,0
+Male,30,0,0,Yes,Private,Rural,58.89,26.1,formerly smoked,0
+Male,8,0,0,No,children,Urban,129.66,19.2,Unknown,0
+Male,55,0,0,Yes,Self-employed,Rural,73.57,28,smokes,0
+Male,79,1,0,Yes,Self-employed,Urban,72.04,23.6,formerly smoked,0
+Female,49,0,0,Yes,Private,Rural,125.63,57.2,Unknown,0
+Female,53,1,0,Yes,Private,Rural,77.94,33,never smoked,0
+Female,26,0,0,Yes,Private,Urban,68.99,22.2,never smoked,0
+Female,14,0,0,No,children,Rural,111.76,24.8,Unknown,0
+Male,25,0,0,No,Private,Rural,65.36,24.7,never smoked,0
+Female,20,0,0,No,Private,Urban,80.27,27.9,never smoked,0
+Female,18,0,0,No,Never_worked,Urban,81.73,21.6,never smoked,0
+Male,38,0,0,Yes,Private,Rural,79.22,34.8,smokes,0
+Female,72,0,1,Yes,Self-employed,Urban,142.63,32.9,smokes,0
+Female,52,0,0,Yes,Private,Rural,97.05,28,Unknown,0
+Female,82,1,0,Yes,Private,Urban,222.52,N/A,formerly smoked,0
+Male,71,0,1,Yes,Private,Rural,70.38,25,smokes,0
+Male,46,0,0,Yes,Private,Rural,114.46,24.7,formerly smoked,0
+Female,33,0,0,Yes,Private,Urban,64.62,27.3,never smoked,0
+Female,37,0,0,Yes,Private,Urban,94.12,34.2,Unknown,0
+Female,54,0,0,Yes,Private,Rural,70.19,39.1,smokes,0
+Female,5,0,0,No,children,Urban,55.35,22.7,Unknown,0
+Male,45,0,0,Yes,Private,Urban,115.52,33.9,formerly smoked,0
+Male,14,0,0,No,children,Urban,60.7,18.6,Unknown,0
+Male,5,0,0,No,children,Urban,69.24,16.7,Unknown,0
+Female,35,0,0,Yes,Self-employed,Urban,103.29,20.6,never smoked,0
+Female,20,0,0,Yes,Private,Rural,92.74,20.1,Unknown,0
+Male,51,0,0,Yes,Private,Rural,232.64,45.2,never smoked,0
+Male,40,0,0,Yes,Govt_job,Urban,82.46,25.3,smokes,0
+Female,79,0,0,Yes,Govt_job,Urban,63.57,32.4,never smoked,0
+Male,61,0,0,Yes,Self-employed,Urban,73.24,34.9,never smoked,0
+Male,33,0,0,Yes,Private,Urban,78.43,43.7,smokes,0
+Female,27,0,0,Yes,Private,Urban,57.46,23,smokes,0
+Female,28,0,0,No,Private,Rural,104.16,21.5,never smoked,0
+Female,67,0,0,Yes,Self-employed,Rural,110.42,24.9,never smoked,0
+Female,35,0,0,Yes,Private,Rural,119.4,22.9,never smoked,0
+Female,78,0,0,Yes,Private,Urban,119.13,25,never smoked,0
+Female,20,0,0,No,Private,Rural,120.22,21.3,never smoked,0
+Female,43,0,0,Yes,Private,Urban,80.8,46.1,never smoked,0
+Female,27,0,0,Yes,Private,Rural,57.96,64.4,never smoked,0
+Female,45,0,0,Yes,Private,Urban,81.24,37,never smoked,0
+Female,11,0,0,No,children,Urban,88.79,21.3,never smoked,0
+Female,31,0,0,Yes,Private,Rural,70.91,28.3,never smoked,0
+Female,30,0,0,No,Private,Rural,87.12,31.1,smokes,0
+Female,27,0,0,No,Private,Urban,126.09,25.1,Unknown,0
+Female,34,0,0,Yes,Private,Urban,76.42,27.6,smokes,0
+Male,19,0,0,No,Private,Rural,56.33,29.4,Unknown,0
+Female,3,0,0,No,children,Rural,131.81,14.1,Unknown,0
+Male,53,0,1,Yes,Private,Rural,95.23,35.2,smokes,0
+Male,81,0,0,Yes,Self-employed,Urban,71.18,23.9,formerly smoked,0
+Female,44,0,0,Yes,Private,Rural,87.71,34,formerly smoked,0
+Female,59,0,0,Yes,Self-employed,Rural,115.68,27.1,Unknown,0
+Male,43,0,0,Yes,Private,Rural,207.37,29.5,formerly smoked,0
+Male,32,1,0,No,Private,Rural,74.43,N/A,Unknown,0
+Female,5,0,0,No,children,Rural,75.1,20.7,Unknown,0
+Female,31,0,0,Yes,Private,Rural,69.72,39.5,smokes,0
+Male,47,0,0,Yes,Private,Urban,111.84,33.7,Unknown,0
+Female,12,0,0,No,children,Rural,111.08,23.2,never smoked,0
+Male,40,0,0,Yes,Private,Rural,201.96,30.1,Unknown,0
+Female,49,0,0,Yes,Govt_job,Urban,68.68,28.8,never smoked,0
+Male,38,1,0,Yes,Private,Rural,56.9,92,never smoked,0
+Female,15,0,0,No,children,Urban,91.16,38,never smoked,0
+Female,81,0,1,No,Self-employed,Urban,99.44,27.7,Unknown,0
+Male,48,0,0,Yes,Private,Urban,78.85,43.2,never smoked,0
+Female,24,0,0,No,Private,Rural,123.89,24.1,smokes,0
+Male,47,0,0,Yes,Self-employed,Rural,90.44,28.7,never smoked,0
+Female,13,0,0,No,children,Rural,138.44,34.8,Unknown,0
+Female,16,0,0,No,Private,Urban,75.06,23.5,never smoked,0
+Male,64,1,0,Yes,Self-employed,Rural,85.66,28.5,never smoked,0
+Female,11,0,0,No,children,Urban,102.76,20.3,Unknown,0
+Female,55,0,0,Yes,Govt_job,Urban,71.79,43,formerly smoked,0
+Male,38,0,0,Yes,Private,Urban,167.16,18.3,never smoked,0
+Male,37,0,0,Yes,Private,Rural,131.05,27.2,never smoked,0
+Female,34,0,0,Yes,Private,Rural,86.92,22,Unknown,0
+Female,52,0,0,Yes,Self-employed,Rural,59.62,50.8,Unknown,0
+Female,50,0,0,Yes,Private,Urban,103.72,35.4,formerly smoked,0
+Female,37,0,0,Yes,Private,Rural,77.1,55.9,Unknown,0
+Female,55,0,0,Yes,Self-employed,Rural,94.75,27.9,smokes,0
+Female,2,0,0,No,children,Rural,77.72,19.8,Unknown,0
+Male,68,0,0,Yes,Self-employed,Rural,76.09,26,smokes,0
+Female,27,0,0,No,Private,Urban,61.8,26.8,formerly smoked,0
+Female,17,0,0,No,Private,Urban,92.97,N/A,formerly smoked,0
+Female,53,1,0,Yes,Govt_job,Urban,83.73,32.5,never smoked,0
+Male,5,0,0,No,children,Rural,79.33,15,Unknown,0
+Female,3,0,0,No,children,Rural,108.32,14.2,Unknown,0
+Female,20,0,0,No,Private,Rural,103.65,17,formerly smoked,0
+Male,19,0,0,No,Private,Rural,86.19,26.2,never smoked,0
+Female,31,0,0,Yes,Private,Urban,131.42,24.9,smokes,0
+Female,63,0,0,Yes,Self-employed,Urban,69.46,26.6,never smoked,0
+Female,49,0,1,Yes,Private,Rural,76.78,22.7,smokes,0
+Female,72,0,0,Yes,Self-employed,Urban,103.78,32.7,formerly smoked,0
+Female,50,1,0,Yes,Private,Urban,213.43,36.7,smokes,0
+Male,41,0,0,Yes,Self-employed,Rural,93.52,31.5,Unknown,0
+Male,40,0,0,Yes,Govt_job,Urban,115.07,36.9,never smoked,0
+Male,17,0,0,No,Private,Rural,69.45,27.6,Unknown,0
+Male,3,0,0,No,children,Rural,81,20.7,Unknown,0
+Female,33,0,0,No,Private,Urban,83.16,20.2,Unknown,0
+Female,12,0,0,No,children,Rural,108.63,23.4,never smoked,0
+Male,23,0,0,No,Private,Rural,88.06,25.3,Unknown,0
+Male,31,0,0,No,Govt_job,Rural,80.57,28.2,formerly smoked,0
+Female,65,0,0,Yes,Self-employed,Urban,248.24,27,smokes,0
+Female,43,0,0,Yes,Private,Urban,57.79,24.8,smokes,0
+Female,22,0,0,No,Private,Urban,87.4,34.8,never smoked,0
+Male,7,0,0,No,children,Urban,76.63,17.3,Unknown,0
+Female,81,0,0,Yes,Self-employed,Rural,58.01,27.8,never smoked,0
+Female,10,0,0,No,children,Urban,77.43,16.2,Unknown,0
+Female,18,0,0,No,Private,Rural,101.12,N/A,smokes,0
+Female,5,0,0,No,children,Rural,64.45,21.7,Unknown,0
+Female,24,0,0,No,Self-employed,Urban,79.42,21.4,never smoked,0
+Female,45,0,0,Yes,Self-employed,Urban,82.94,29.3,Unknown,0
+Female,46,1,0,Yes,Private,Rural,81.58,36.2,never smoked,0
+Male,64,0,0,Yes,Private,Urban,62.21,28.3,Unknown,0
+Male,25,0,0,No,Private,Rural,229.94,23.5,never smoked,0
+Female,12,0,0,No,children,Urban,116.06,25.9,Unknown,0
+Male,81,1,0,Yes,Private,Urban,117.77,27.1,never smoked,0
+Male,65,0,0,Yes,Self-employed,Urban,66.69,21.5,never smoked,0
+Female,40,0,0,Yes,Private,Rural,122.23,30.5,Unknown,0
+Male,81,0,0,No,Private,Urban,168.68,23.4,formerly smoked,0
+Male,36,0,0,Yes,Private,Rural,119.9,37.6,never smoked,0
+Female,32,0,0,Yes,Self-employed,Urban,110.33,24,smokes,0
+Male,31,0,0,No,Private,Rural,77.95,25.1,never smoked,0
+Male,55,0,0,Yes,Private,Rural,80.35,28.7,smokes,0
+Male,39,0,0,Yes,Private,Urban,57.38,41.8,formerly smoked,0
+Female,17,0,0,No,Private,Urban,96.47,25.6,Unknown,0
+Female,31,0,0,No,Govt_job,Rural,70.66,27.2,never smoked,0
+Female,36,0,0,Yes,Self-employed,Urban,202.06,24.4,never smoked,0
+Female,5,0,0,No,children,Urban,91.3,20.7,Unknown,0
+Female,29,0,0,No,Self-employed,Rural,67.56,19.6,Unknown,0
+Female,2,0,0,No,children,Rural,126.12,24.8,Unknown,0
+Female,62,0,0,Yes,Self-employed,Urban,86.4,32.6,smokes,0
+Female,45,0,0,Yes,Govt_job,Urban,103.22,20.5,never smoked,0
+Female,18,0,0,No,Private,Rural,88.85,36.2,Unknown,0
+Female,29,0,0,Yes,Private,Urban,63.9,45.4,smokes,0
+Female,52,0,0,Yes,Private,Urban,81.32,27.6,formerly smoked,0
+Male,59,1,0,Yes,Govt_job,Rural,253.93,N/A,formerly smoked,0
+Male,69,1,1,Yes,Private,Urban,78.11,34.7,formerly smoked,0
+Female,71,0,0,Yes,Private,Urban,134.65,32.4,Unknown,0
+Male,3,0,0,No,children,Rural,194.75,N/A,Unknown,0
+Male,33,0,0,Yes,Govt_job,Rural,77.94,28.7,never smoked,0
+Female,43,1,0,Yes,Govt_job,Rural,56.94,45.3,Unknown,0
+Male,39,0,0,Yes,Private,Rural,117.03,40.3,formerly smoked,0
+Female,60,0,0,Yes,Private,Rural,207.84,38.9,never smoked,0
+Female,54,0,0,Yes,Govt_job,Rural,228.26,46,never smoked,0
+Male,61,0,0,Yes,Self-employed,Rural,84.43,32.4,smokes,0
+Male,0.24,0,0,No,children,Urban,57.09,19.4,Unknown,0
+Female,11,0,0,No,children,Urban,94.89,27.5,never smoked,0
+Female,75,0,0,Yes,Govt_job,Rural,132.46,26.2,Unknown,0
+Female,64,0,0,Yes,Private,Rural,75.13,31.1,formerly smoked,0
+Female,78,0,0,No,Govt_job,Rural,76.64,34.6,never smoked,0
+Female,14,0,0,No,Private,Rural,91.32,24.3,never smoked,0
+Female,66,0,0,Yes,Self-employed,Rural,85.9,34.6,never smoked,0
+Male,48,0,0,Yes,Private,Urban,76.19,28.5,never smoked,0
+Female,44,0,0,Yes,Private,Rural,85.77,32.1,Unknown,0
+Male,30,0,0,No,Private,Urban,63.42,28,never smoked,0
+Male,1.48,0,0,No,children,Rural,112.02,20.9,Unknown,0
+Female,61,0,0,Yes,Self-employed,Urban,203.76,33.8,never smoked,0
+Female,54,0,0,Yes,Govt_job,Urban,98.44,25.8,formerly smoked,0
+Female,22,0,0,No,Govt_job,Urban,79.57,31.8,Unknown,0
+Male,47,0,0,Yes,Private,Urban,63.98,26.8,smokes,0
+Female,67,0,0,Yes,Private,Urban,101.46,25.9,formerly smoked,0
+Male,53,0,0,Yes,Private,Urban,74.66,29.2,smokes,0
+Female,45,0,0,Yes,Govt_job,Rural,68.66,25.3,never smoked,0
+Female,65,0,0,Yes,Private,Rural,205.78,41.7,never smoked,0
+Male,39,1,0,Yes,Private,Rural,111.24,38.8,never smoked,0
+Male,57,0,0,Yes,Private,Urban,134.76,29.1,Unknown,0
+Female,45,0,0,Yes,Self-employed,Urban,110.1,30.9,never smoked,0
+Female,28,0,0,Yes,Private,Urban,100.8,39.3,formerly smoked,0
+Male,30,0,0,No,Private,Urban,113.08,41.8,Unknown,0
+Female,31,0,0,Yes,Private,Urban,56.48,26.2,formerly smoked,0
+Female,70,0,0,Yes,Private,Urban,77.77,33.8,smokes,0
+Female,17,0,0,No,Private,Urban,104.02,26.1,Unknown,0
+Male,44,1,0,Yes,Self-employed,Rural,83.59,24.1,never smoked,0
+Male,65,0,0,Yes,Self-employed,Urban,179.67,30.7,formerly smoked,0
+Male,6,0,0,No,children,Urban,91.89,22.4,Unknown,0
+Male,15,0,0,No,children,Rural,78.9,23,Unknown,0
+Female,80,0,0,No,Self-employed,Rural,230.74,30.2,formerly smoked,0
+Male,54,0,0,Yes,Govt_job,Rural,216.19,30.3,formerly smoked,0
+Female,79,0,0,Yes,Self-employed,Rural,83.7,28.7,never smoked,0
+Female,60,1,0,Yes,Private,Rural,200.66,36.3,smokes,0
+Female,12,0,0,No,children,Rural,73.99,16.3,Unknown,0
+Female,36,0,0,No,Private,Urban,228.5,34.5,never smoked,0
+Female,54,0,0,Yes,Self-employed,Urban,70.43,20.8,smokes,0
+Male,63,0,0,Yes,Private,Urban,74.39,31,formerly smoked,0
+Female,2,0,0,No,children,Urban,102.92,17.6,Unknown,0
+Female,28,0,0,No,Private,Urban,87.91,22.7,formerly smoked,0
+Female,38,1,0,Yes,Private,Rural,118.55,38.4,smokes,0
+Male,37,0,0,Yes,Private,Urban,232.29,40.8,smokes,0
+Male,80,0,1,Yes,Private,Rural,125.32,32.9,Unknown,0
+Male,43,0,0,No,Private,Urban,78.98,31.3,formerly smoked,0
+Male,60,1,0,Yes,Govt_job,Rural,100.2,28.5,smokes,0
+Female,66,0,0,Yes,Private,Rural,200.91,27.6,never smoked,0
+Female,45,0,0,Yes,Govt_job,Rural,95.24,40.2,Unknown,0
+Female,29,0,0,No,Private,Urban,56.64,24.7,never smoked,0
+Male,4,0,0,No,children,Urban,80.48,17.7,Unknown,0
+Female,48,0,0,Yes,Private,Urban,112.96,25.4,never smoked,0
+Female,68,0,0,Yes,Private,Rural,236.04,28.5,never smoked,0
+Female,57,0,0,Yes,Private,Urban,73,26.2,never smoked,0
+Female,29,0,0,No,Private,Urban,61.13,26,never smoked,0
+Female,30,0,0,Yes,Private,Urban,88.56,45.3,never smoked,0
+Female,47,0,0,Yes,Self-employed,Rural,66.16,31.5,never smoked,0
+Female,73,0,0,Yes,Private,Rural,88.98,20.6,smokes,0
+Female,66,0,0,Yes,Self-employed,Urban,94.39,29.4,Unknown,0
+Female,39,0,0,Yes,Private,Urban,87.39,57.9,never smoked,0
+Male,66,0,0,No,Govt_job,Rural,77.91,39.1,Unknown,0
+Female,52,0,0,Yes,Private,Urban,86.85,23.8,formerly smoked,0
+Female,34,0,0,No,Private,Rural,94.37,38.1,never smoked,0
+Female,79,1,0,Yes,Self-employed,Rural,76.64,19.5,never smoked,0
+Female,39,0,0,Yes,Private,Urban,254.95,35.5,smokes,0
+Male,61,0,0,Yes,Govt_job,Urban,107.33,26.4,formerly smoked,0
+Female,26,0,0,No,Private,Urban,80.94,22.2,smokes,0
+Female,37,0,0,No,Private,Rural,112.02,29.1,Unknown,0
+Female,66,0,1,Yes,Private,Rural,196.58,41.9,formerly smoked,0
+Female,16,0,0,No,Private,Urban,89.14,22.6,formerly smoked,0
+Female,51,1,0,Yes,Govt_job,Urban,69.94,33.3,smokes,0
+Male,15,0,0,No,Private,Urban,55.79,21.3,never smoked,0
+Male,1.72,0,0,No,children,Urban,73.08,20.4,Unknown,0
+Male,60,0,0,Yes,Private,Urban,96.02,28.7,Unknown,0
+Male,66,0,0,Yes,Self-employed,Rural,189.82,28.8,formerly smoked,0
+Female,75,0,0,Yes,Govt_job,Urban,89.68,38.7,never smoked,0
+Female,40,0,0,Yes,Private,Urban,101.06,32.3,smokes,0
+Female,52,0,0,Yes,Govt_job,Rural,62.66,37.9,Unknown,0
+Female,13,0,0,No,children,Urban,84.03,25.3,Unknown,0
+Female,44,0,0,Yes,Govt_job,Rural,108.38,27.7,Unknown,0
+Female,37,0,0,No,Private,Rural,78.79,25.1,Unknown,0
+Male,2,0,0,No,children,Rural,76.12,16.8,Unknown,0
+Female,48,0,0,Yes,Private,Rural,68.01,27.7,never smoked,0
+Female,81,0,1,Yes,Govt_job,Urban,90.11,28.6,never smoked,0
+Female,76,0,0,Yes,Self-employed,Urban,193.61,37.6,never smoked,0
+Female,58,0,0,Yes,Govt_job,Rural,195.74,32.7,Unknown,0
+Female,11,0,0,No,children,Rural,94.77,22.7,Unknown,0
+Female,9,0,0,No,children,Urban,85,16,Unknown,0
+Male,54,0,0,Yes,Private,Urban,141.37,23.5,never smoked,0
+Female,37,0,0,No,Self-employed,Urban,90.71,45.8,Unknown,0
+Female,16,0,0,No,Private,Rural,106.8,20.8,never smoked,0
+Male,11,0,0,No,children,Rural,121.66,16.7,Unknown,0
+Female,32,0,0,Yes,Private,Urban,85.18,22.2,smokes,0
+Female,26,0,0,No,Private,Rural,130.07,33.1,never smoked,0
+Female,21,0,0,No,Private,Rural,74.24,32.7,never smoked,0
+Female,45,0,0,Yes,Govt_job,Urban,79.98,41.4,never smoked,0
+Female,40,0,0,Yes,Self-employed,Urban,106.76,24.1,formerly smoked,0
+Female,41,0,0,Yes,Private,Urban,76.34,28,Unknown,0
+Female,71,1,1,Yes,Private,Rural,221.24,24.2,Unknown,0
+Male,16,0,0,No,Private,Urban,80.55,23.5,smokes,0
+Female,7,0,0,No,children,Rural,63.98,23,Unknown,0
+Female,27,0,0,No,Private,Rural,55.93,20.3,smokes,0
+Female,22,0,0,Yes,Private,Rural,73.94,24.8,Unknown,0
+Female,79,0,0,Yes,Self-employed,Rural,65.58,26.1,Unknown,0
+Female,38,0,0,Yes,Private,Rural,83.8,24.2,smokes,0
+Female,64,0,0,Yes,Private,Urban,95.87,19.3,formerly smoked,0
+Male,4,0,0,No,children,Rural,112.83,18.2,Unknown,0
+Female,23,0,0,Yes,Govt_job,Rural,84.93,24.2,never smoked,0
+Male,35,0,0,Yes,Govt_job,Rural,103.08,41.5,smokes,0
+Male,66,0,0,Yes,Self-employed,Rural,85.98,28,Unknown,0
+Male,34,0,0,Yes,Private,Urban,83.75,37,never smoked,0
+Female,19,0,0,No,Private,Urban,125.43,32.2,Unknown,0
+Male,73,0,0,Yes,Private,Urban,101.58,35.9,never smoked,0
+Female,70,0,0,Yes,Private,Rural,149.8,47.6,Unknown,0
+Female,45,0,0,Yes,Private,Rural,112.55,32.1,never smoked,0
+Female,34,0,0,No,Private,Urban,70.87,55.7,formerly smoked,0
+Male,81,0,0,Yes,Private,Rural,92.96,22.2,never smoked,0
+Female,0.72,0,0,No,children,Rural,112.19,20.1,Unknown,0
+Male,13,0,0,No,Never_worked,Urban,85.08,14.6,Unknown,0
+Male,57,0,1,Yes,Self-employed,Urban,112.37,28.4,never smoked,0
+Female,38,0,0,Yes,Private,Urban,151.26,20.6,never smoked,0
+Male,21,0,0,No,Private,Urban,73.81,19.8,Unknown,0
+Female,38,0,0,Yes,Private,Urban,77.2,23.4,Unknown,0
+Female,41,0,0,No,Private,Urban,76.08,25.1,never smoked,0
+Female,26,0,0,Yes,Private,Rural,123.98,30.1,never smoked,0
+Female,48,0,0,Yes,Self-employed,Urban,108.51,33.3,Unknown,0
+Male,18,0,0,No,Private,Rural,98.07,24,never smoked,0
+Male,66,0,0,Yes,Self-employed,Urban,85.82,27.8,never smoked,0
+Female,27,0,0,No,Private,Rural,86.21,21.4,Unknown,0
+Female,18,0,0,No,Private,Urban,99.01,25.5,formerly smoked,0
+Female,20,0,0,No,Govt_job,Rural,79.53,N/A,never smoked,0
+Male,11,0,0,No,children,Rural,80.08,21.8,never smoked,0
+Female,7,0,0,No,children,Rural,69.47,18.9,Unknown,0
+Female,54,0,0,No,Private,Urban,85.07,21.9,Unknown,0
+Male,43,0,0,Yes,Govt_job,Rural,88,30.6,never smoked,0
+Female,61,0,0,Yes,Private,Rural,144.14,29.8,never smoked,0
+Male,31,0,0,No,Private,Urban,78.8,28.7,smokes,0
+Female,40,0,0,Yes,Private,Urban,86.78,35.5,smokes,0
+Female,71,1,0,Yes,Govt_job,Rural,105.72,29.1,formerly smoked,0
+Female,57,0,0,Yes,Private,Rural,64.37,32.8,never smoked,0
+Female,13,0,0,No,children,Rural,146.1,22.8,never smoked,0
+Female,21,0,0,No,Private,Urban,58.66,31.3,never smoked,0
+Female,63,1,0,Yes,Govt_job,Urban,192.5,29,never smoked,0
+Male,7,0,0,No,children,Rural,103.5,19,Unknown,0
+Female,78,0,0,Yes,Private,Urban,89.42,24.1,never smoked,0
+Female,66,0,0,Yes,Self-employed,Rural,212.92,21.4,never smoked,0
+Male,41,0,0,No,Self-employed,Rural,60.73,28,never smoked,0
+Male,11,0,0,No,children,Urban,73.18,27.6,never smoked,0
+Male,55,0,0,Yes,Private,Urban,82.26,28.7,Unknown,0
+Female,42,0,0,Yes,Private,Urban,87.4,24.5,formerly smoked,0
+Male,51,0,0,Yes,Private,Rural,86.95,25,formerly smoked,0
+Female,79,1,0,Yes,Self-employed,Rural,74,29.6,never smoked,0
+Male,28,0,0,Yes,Self-employed,Urban,73.98,29.9,never smoked,0
+Female,73,1,0,Yes,Self-employed,Rural,124.78,35.6,never smoked,0
+Female,42,0,0,Yes,Private,Urban,191.94,27.9,never smoked,0
+Female,37,0,0,Yes,Private,Urban,247.87,42.6,never smoked,0
+Male,78,0,0,Yes,Private,Rural,83.2,21.2,formerly smoked,0
+Female,74,0,0,Yes,Self-employed,Urban,88.62,28.5,formerly smoked,0
+Female,59,0,0,Yes,Private,Urban,81.51,25.6,formerly smoked,0
+Female,78,0,0,Yes,Govt_job,Urban,101.76,N/A,smokes,0
+Female,82,1,0,Yes,Private,Urban,115.71,31.1,formerly smoked,0
+Male,71,1,0,Yes,Private,Rural,229.73,30.4,never smoked,0
+Female,19,0,0,No,Private,Rural,57.4,22.9,Unknown,0
+Male,18,0,0,No,Private,Rural,100.47,31.9,never smoked,0
+Female,53,0,0,Yes,Govt_job,Rural,81.36,48.8,never smoked,0
+Female,62,1,0,Yes,Self-employed,Rural,261.67,43,formerly smoked,0
+Male,3,0,0,No,children,Rural,110.2,21.8,Unknown,0
+Female,49,1,0,Yes,Govt_job,Rural,98.9,35.5,never smoked,0
+Male,51,0,0,Yes,Govt_job,Rural,95.19,24.3,smokes,0
+Female,53,0,0,Yes,Private,Rural,105.28,23.1,never smoked,0
+Female,10,0,0,No,children,Rural,83.03,18.5,Unknown,0
+Male,54,0,0,Yes,Private,Rural,89.41,42.4,smokes,0
+Female,40,0,0,No,Govt_job,Rural,70.56,32.3,never smoked,0
+Female,3,0,0,No,children,Urban,78.79,22.6,Unknown,0
+Female,12,0,0,No,children,Rural,70.13,17.8,Unknown,0
+Male,56,0,0,Yes,Private,Rural,62.68,18.4,never smoked,0
+Female,43,0,0,No,Private,Urban,71.77,26.9,never smoked,0
+Female,28,0,0,No,Govt_job,Rural,77.99,32,smokes,0
+Male,28,0,0,No,Private,Urban,256.74,23.4,formerly smoked,0
+Male,56,0,0,Yes,Private,Rural,93.72,31.4,never smoked,0
+Female,14,0,0,No,children,Urban,63.74,22.4,Unknown,0
+Female,63,0,0,Yes,Self-employed,Urban,60.67,28.9,formerly smoked,0
+Female,29,0,0,Yes,Private,Urban,112.08,27.4,never smoked,0
+Female,48,1,0,Yes,Govt_job,Rural,221.08,57.2,never smoked,0
+Male,47,0,1,Yes,Govt_job,Urban,101.81,28.4,smokes,0
+Male,63,1,0,Yes,Private,Rural,60.17,23.5,smokes,0
+Male,40,0,0,Yes,Self-employed,Rural,65.29,28.3,never smoked,0
+Female,40,0,0,Yes,Private,Urban,153.24,38.2,Unknown,0
+Male,55,0,0,Yes,Private,Rural,61.42,33.3,smokes,0
+Female,43,0,0,Yes,Private,Urban,86.67,33.3,never smoked,0
+Female,59,0,0,Yes,Private,Rural,82.42,28.8,never smoked,0
+Female,78,1,0,Yes,Private,Rural,100.54,32.1,smokes,0
+Female,27,0,0,No,Private,Urban,111.48,28.9,never smoked,0
+Female,49,0,0,Yes,Private,Urban,85.33,25.5,never smoked,0
+Male,14,0,0,No,Private,Urban,126.57,25.9,formerly smoked,0
+Female,17,0,0,No,Private,Urban,81.51,19.5,formerly smoked,0
+Male,42,0,0,Yes,Govt_job,Rural,67.97,23.8,Unknown,0
+Female,36,0,0,Yes,Self-employed,Urban,77.92,24.9,Unknown,0
+Male,19,0,0,No,Private,Urban,80.54,18.5,smokes,0
+Male,55,0,0,Yes,Self-employed,Urban,76.47,30.6,Unknown,0
+Female,8,0,0,No,children,Urban,87.15,16.1,Unknown,0
+Female,56,0,0,Yes,Govt_job,Urban,86.07,32.5,Unknown,0
+Male,54,0,0,No,Private,Rural,106.52,27.4,formerly smoked,0
+Male,15,0,0,No,children,Rural,94.24,30.2,Unknown,0
+Female,43,0,0,Yes,Self-employed,Urban,89.73,23.5,formerly smoked,0
+Male,52,0,0,Yes,Govt_job,Urban,208.39,36,formerly smoked,0
+Female,62,0,0,Yes,Self-employed,Rural,128.61,24.8,never smoked,0
+Male,54,0,0,Yes,Private,Rural,57.56,27.5,never smoked,0
+Male,60,0,0,Yes,Self-employed,Urban,227.23,40,formerly smoked,0
+Male,7,0,0,No,children,Urban,77.76,18.1,Unknown,0
+Male,3,0,0,No,children,Urban,72.76,18.8,Unknown,0
+Female,39,0,0,No,Private,Rural,90.11,23.6,never smoked,0
+Male,60,0,0,Yes,Govt_job,Rural,203.27,29.7,never smoked,0
+Female,60,1,0,Yes,Private,Urban,234.5,43.7,never smoked,0
+Female,46,0,0,Yes,Self-employed,Urban,71.12,27.3,never smoked,0
+Male,26,0,0,No,Private,Urban,190.67,20.2,never smoked,0
+Female,12,0,0,No,children,Rural,116.04,23.8,Unknown,0
+Male,16,0,0,No,Private,Urban,82.95,21.4,never smoked,0
+Female,2,0,0,No,children,Urban,112.75,25.1,Unknown,0
+Female,82,0,0,Yes,Private,Urban,82.63,17.9,smokes,0
+Female,32,0,0,Yes,Private,Urban,92.75,34.5,smokes,0
+Female,62,0,0,Yes,Private,Rural,117.63,27.1,formerly smoked,0
+Female,75,1,0,Yes,Self-employed,Rural,197.06,26.1,never smoked,0
+Female,81,1,0,Yes,Govt_job,Urban,216.07,43.4,never smoked,0
+Female,37,0,0,Yes,Private,Rural,76.03,33.2,never smoked,0
+Female,28,0,0,No,Private,Urban,62.44,37.2,Unknown,0
+Female,25,0,0,No,Private,Rural,108.82,41.3,smokes,0
+Male,44,0,0,Yes,Govt_job,Urban,101.66,35.4,never smoked,0
+Female,11,0,0,No,children,Rural,121.15,26.1,Unknown,0
+Male,54,1,0,Yes,Private,Rural,116.44,24.5,never smoked,0
+Male,52,1,0,Yes,Govt_job,Rural,116.62,N/A,smokes,0
+Female,43,0,0,Yes,Private,Urban,93.3,32.7,never smoked,0
+Female,56,0,0,Yes,Private,Urban,144.33,29.2,never smoked,0
+Female,37,0,0,Yes,Private,Urban,98.02,20.4,never smoked,0
+Male,60,0,0,Yes,Private,Urban,80.67,33.5,Unknown,0
+Female,4,0,0,No,children,Urban,94.27,14,Unknown,0
+Female,51,0,0,Yes,Self-employed,Rural,76.35,33.5,formerly smoked,0
+Male,82,0,1,Yes,Private,Urban,57.56,27.5,never smoked,0
+Female,56,0,0,Yes,Govt_job,Urban,179.14,35.3,Unknown,0
+Female,60,0,0,Yes,Private,Rural,63.49,30.1,never smoked,0
+Male,35,0,0,Yes,Private,Rural,145.18,32.6,smokes,0
+Female,32,0,0,Yes,Private,Rural,66.3,47.5,never smoked,0
+Female,45,0,0,No,Private,Rural,120.56,31.6,never smoked,0
+Male,10,0,0,No,children,Rural,69.2,23.5,formerly smoked,0
+Female,68,1,0,Yes,Private,Urban,150.74,40.3,Unknown,0
+Female,51,0,0,Yes,Govt_job,Urban,81.38,34.1,smokes,0
+Male,8,0,0,No,children,Urban,78.48,16.1,Unknown,0
+Female,63,0,0,Yes,Self-employed,Rural,203.87,26.4,never smoked,0
+Male,4,0,0,No,children,Urban,87,19,Unknown,0
+Female,33,0,0,Yes,Private,Rural,84.68,34.7,formerly smoked,0
+Female,56,0,1,Yes,Private,Urban,91.89,23.3,smokes,0
+Male,49,0,1,Yes,Govt_job,Rural,88.97,32.6,never smoked,0
+Female,30,0,0,Yes,Private,Urban,116.98,26,never smoked,0
+Male,16,0,0,No,children,Urban,135.82,35.1,never smoked,0
+Female,1.8,0,0,No,children,Rural,96.62,18.6,Unknown,0
+Male,54,0,0,Yes,Private,Rural,106.53,30.4,formerly smoked,0
+Male,49,0,0,Yes,Private,Rural,58.42,32.8,formerly smoked,0
+Female,17,0,0,No,Private,Rural,79.62,21.6,never smoked,0
+Male,11,0,0,No,children,Urban,141.84,23.3,Unknown,0
+Male,51,0,0,Yes,Private,Rural,78.05,31.4,never smoked,0
+Male,74,1,1,Yes,Private,Rural,77.16,26.3,never smoked,0
+Female,42,0,0,Yes,Private,Urban,86.3,20.1,never smoked,0
+Female,69,0,0,Yes,Self-employed,Urban,83.55,28.3,formerly smoked,0
+Female,22,0,0,No,Private,Rural,102,40.4,smokes,0
+Female,25,0,0,No,Private,Urban,68.07,18.6,smokes,0
+Male,17,0,0,No,Private,Rural,81.77,44.7,never smoked,0
+Male,64,0,0,No,Self-employed,Rural,82.62,25.3,smokes,0
+Female,50,0,0,Yes,Private,Urban,102.03,28.3,Unknown,0
+Male,52,1,0,Yes,Govt_job,Urban,235.06,39.9,formerly smoked,0
+Female,65,0,1,Yes,Private,Rural,57.52,N/A,formerly smoked,0
+Female,37,0,0,Yes,Govt_job,Urban,76.98,34.7,never smoked,0
+Female,31,0,0,Yes,Self-employed,Urban,82.31,31.9,never smoked,0
+Female,52,0,0,Yes,Private,Urban,83.84,35,Unknown,0
+Female,56,0,0,Yes,Self-employed,Urban,98.14,32.7,formerly smoked,0
+Female,43,0,0,Yes,Private,Rural,84.04,30.6,Unknown,0
+Male,11,0,0,No,children,Rural,92.24,27.9,Unknown,0
+Female,2,0,0,No,children,Urban,94.92,20.4,Unknown,0
+Female,16,0,0,No,Private,Rural,112.7,29.6,never smoked,0
+Male,23,0,0,No,Private,Urban,74.34,23.5,never smoked,0
+Female,40,0,0,Yes,Private,Urban,72.99,46.4,Unknown,0
+Male,15,0,0,No,Private,Urban,104.9,27.4,never smoked,0
+Male,48,0,0,Yes,Private,Rural,99.96,25.2,never smoked,0
+Male,33,0,0,Yes,Private,Urban,85.27,25.8,Unknown,0
+Male,46,0,0,Yes,Private,Urban,60.32,33.3,smokes,0
+Female,53,0,0,Yes,Private,Rural,94.14,27.7,smokes,0
+Male,68,0,0,Yes,Self-employed,Urban,195.43,28.9,never smoked,0
+Male,60,0,0,Yes,Govt_job,Rural,200.25,33.1,never smoked,0
+Male,57,0,0,No,Govt_job,Rural,90.31,38.1,smokes,0
+Female,51,0,0,Yes,Govt_job,Urban,95.33,27.9,never smoked,0
+Female,0.4,0,0,No,children,Rural,85.65,17.4,Unknown,0
+Female,76,0,0,Yes,Govt_job,Urban,223.64,27.1,smokes,0
+Female,46,0,0,Yes,Govt_job,Rural,76.43,22.7,Unknown,0
+Female,23,0,0,No,Private,Urban,98.66,28.3,Unknown,0
+Male,9,0,0,No,children,Urban,75.84,21.5,Unknown,0
+Female,53,0,0,Yes,Private,Urban,85.46,30,never smoked,0
+Male,4,0,0,No,children,Urban,81.33,18.6,Unknown,0
+Female,62,1,0,No,Private,Urban,199.78,45.2,Unknown,0
+Male,37,0,0,Yes,Private,Urban,176.42,39.7,Unknown,0
+Female,82,1,1,Yes,Self-employed,Urban,101.56,31.5,never smoked,0
+Female,33,0,0,Yes,Private,Urban,84.48,23.2,formerly smoked,0
+Male,3,0,0,No,children,Urban,93.21,27.3,Unknown,0
+Male,14,0,0,No,Private,Urban,72.88,26.5,never smoked,0
+Male,16,0,0,No,Private,Urban,84.1,19.3,Unknown,0
+Male,40,0,0,Yes,Govt_job,Rural,72.84,26.1,Unknown,0
+Female,18,0,0,No,Private,Urban,70.89,19.8,never smoked,0
+Female,29,0,0,Yes,Private,Rural,108.14,25.1,formerly smoked,0
+Female,56,0,0,Yes,Govt_job,Rural,244.3,37.3,never smoked,0
+Male,33,0,0,Yes,Private,Rural,88.04,30.3,formerly smoked,0
+Male,2,0,0,No,children,Rural,65.84,16.1,Unknown,0
+Male,36,0,0,Yes,Private,Rural,106.73,25.1,never smoked,0
+Male,30,0,0,No,Private,Urban,106.03,26.7,Unknown,0
+Female,31,0,0,No,Govt_job,Urban,80.88,29.3,formerly smoked,0
+Male,16,0,0,No,children,Urban,140.1,38.7,never smoked,0
+Male,58,0,0,Yes,Private,Urban,127.4,35.8,formerly smoked,0
+Female,19,0,0,No,Private,Urban,87.72,21.7,never smoked,0
+Male,47,0,0,Yes,Govt_job,Rural,58.23,31.4,formerly smoked,0
+Male,59,0,0,Yes,Private,Rural,69.37,26.9,formerly smoked,0
+Female,40,0,0,Yes,Private,Urban,58.64,33,never smoked,0
+Female,26,0,0,No,Govt_job,Urban,59.67,24.5,smokes,0
+Female,17,0,0,No,Never_worked,Urban,78.08,44.9,never smoked,0
+Female,30,0,0,No,Private,Urban,105.08,25.5,never smoked,0
+Female,19,0,0,No,Private,Urban,89.3,22.1,never smoked,0
+Female,78,0,0,Yes,Govt_job,Rural,61.38,24.3,Unknown,0
+Female,55,0,0,Yes,Private,Rural,56.11,32.4,formerly smoked,0
+Male,59,0,0,Yes,Private,Urban,223.16,N/A,Unknown,0
+Male,57,0,0,Yes,Govt_job,Urban,75.53,33.1,formerly smoked,0
+Male,33,0,0,No,Private,Urban,107.47,26.7,never smoked,0
+Female,35,0,0,Yes,Private,Urban,76,37.9,Unknown,0
+Male,32,0,0,Yes,Private,Urban,90.28,39.6,never smoked,0
+Female,55,0,0,Yes,Private,Urban,65.22,19.8,never smoked,0
+Male,28,0,0,No,Private,Urban,86.24,30,Unknown,0
+Male,25,0,0,Yes,Govt_job,Urban,166.38,23.1,never smoked,0
+Female,45,0,0,Yes,Private,Urban,78.91,34.3,Unknown,0
+Female,34,0,0,No,Govt_job,Urban,226.28,38.4,Unknown,0
+Male,33,0,0,Yes,Private,Urban,90.73,32.8,smokes,0
+Male,65,0,0,Yes,Private,Rural,172.86,34.4,never smoked,0
+Female,62,0,0,Yes,Self-employed,Rural,213.92,44.6,never smoked,0
+Male,36,0,0,Yes,Private,Urban,92.23,32.8,never smoked,0
+Male,31,0,0,Yes,Private,Urban,79.81,26.4,never smoked,0
+Male,54,0,0,Yes,Govt_job,Rural,81.78,27.3,Unknown,0
+Female,53,0,0,Yes,Private,Rural,102,32.4,never smoked,0
+Female,44,0,0,Yes,Private,Rural,68.42,43.2,smokes,0
+Male,77,0,0,Yes,Private,Urban,94.68,33.6,Unknown,0
+Female,67,0,0,Yes,Govt_job,Rural,125.33,26.4,Unknown,0
+Female,48,0,0,Yes,Self-employed,Urban,212.19,46.9,never smoked,0
+Male,42,0,0,Yes,Private,Urban,89,36.3,formerly smoked,0
+Male,72,1,1,Yes,Private,Rural,60.98,34.9,formerly smoked,0
+Male,49,0,0,Yes,Private,Urban,58.19,29.6,smokes,0
+Female,1.32,0,0,No,children,Rural,67.68,16.5,Unknown,0
+Female,45,0,0,Yes,Govt_job,Rural,84.99,35.4,Unknown,0
+Female,63,1,0,Yes,Private,Urban,62.13,23.6,never smoked,0
+Female,33,0,0,Yes,Private,Rural,57.1,33.1,never smoked,0
+Male,32,0,0,Yes,Private,Urban,97.95,40.2,smokes,0
+Female,0.48,0,0,No,children,Rural,94.06,14.8,Unknown,0
+Female,63,0,0,Yes,Self-employed,Urban,93.88,34.8,Unknown,0
+Male,70,0,0,Yes,Private,Rural,90.3,33.5,formerly smoked,0
+Female,57,0,0,Yes,Private,Urban,83.14,31.9,never smoked,0
+Male,8,0,0,No,children,Urban,118.66,16.1,Unknown,0
+Male,54,0,0,Yes,Private,Rural,100.47,50.2,formerly smoked,0
+Male,37,0,0,Yes,Private,Urban,90.78,35.9,Unknown,0
+Male,59,0,0,Yes,Private,Urban,66.46,39.6,formerly smoked,0
+Female,78,0,0,Yes,Govt_job,Urban,73.56,27.5,formerly smoked,0
+Female,59,0,0,Yes,Private,Urban,200.8,32.3,Unknown,0
+Female,10,0,0,No,children,Urban,57.28,15.4,never smoked,0
+Male,21,0,0,No,Private,Rural,92.87,28.4,smokes,0
+Male,2,0,0,No,children,Rural,96.47,19.5,Unknown,0
+Female,55,0,0,Yes,Govt_job,Urban,99.44,25,formerly smoked,0
+Female,20,0,0,Yes,Private,Urban,77.96,26.3,smokes,0
+Female,38,1,0,Yes,Private,Rural,60.13,39.6,never smoked,0
+Female,33,0,0,Yes,Private,Rural,88.17,38.6,formerly smoked,0
+Male,14,0,0,No,Private,Rural,84.41,33.9,never smoked,0
+Male,32,0,0,Yes,Private,Rural,72.34,32.2,Unknown,0
+Female,32,0,0,No,Private,Rural,68.72,25.1,never smoked,0
+Female,68,0,0,Yes,Self-employed,Urban,222.58,37.4,smokes,0
+Male,70,0,0,Yes,Private,Rural,66.06,30.1,formerly smoked,0
+Female,24,0,0,Yes,Private,Rural,156.43,27,formerly smoked,0
+Male,44,0,0,No,Self-employed,Urban,105.76,32.4,formerly smoked,0
+Male,39,0,0,Yes,Govt_job,Rural,73.07,26.8,smokes,0
+Female,81,0,0,Yes,Private,Rural,99.48,27.2,never smoked,0
+Male,19,0,0,No,Private,Rural,79.6,36.7,Unknown,0
+Female,69,0,0,Yes,Self-employed,Urban,70,36,never smoked,0
+Female,42,0,0,Yes,Govt_job,Rural,112.98,37.2,formerly smoked,0
+Male,8,0,0,No,children,Urban,61.07,19.1,Unknown,0
+Male,8,0,0,No,children,Rural,63.43,21.8,Unknown,0
+Female,28,0,0,No,Private,Urban,73.2,26.5,smokes,0
+Female,66,0,0,Yes,Self-employed,Urban,102.73,35,formerly smoked,0
+Female,66,0,0,Yes,Self-employed,Rural,74.88,32.6,never smoked,0
+Female,47,0,0,Yes,Private,Urban,122.43,23.9,never smoked,0
+Female,78,0,0,Yes,Self-employed,Urban,84.21,33.7,never smoked,0
+Female,65,0,0,Yes,Self-employed,Rural,80.42,29.4,formerly smoked,0
+Male,78,0,0,Yes,Private,Urban,80.44,29,never smoked,0
+Female,68,0,0,Yes,Self-employed,Rural,80.63,20.2,never smoked,0
+Female,78,1,1,Yes,Private,Rural,206.53,N/A,never smoked,0
+Female,65,0,0,Yes,Private,Urban,104.12,27.4,never smoked,0
+Female,70,0,0,Yes,Self-employed,Rural,96.82,25,never smoked,0
+Female,59,0,0,Yes,Self-employed,Urban,88.1,30.7,never smoked,0
+Male,31,0,0,No,Self-employed,Rural,64.85,23,Unknown,0
+Female,32,0,0,Yes,Private,Rural,102.87,26.6,smokes,0
+Male,5,0,0,No,children,Urban,83.75,18.1,Unknown,0
+Male,55,0,0,Yes,Self-employed,Rural,97.68,47.1,formerly smoked,0
+Female,61,0,0,Yes,Private,Urban,97.58,29.7,formerly smoked,0
+Female,48,0,0,Yes,Private,Rural,74.16,19.9,never smoked,0
+Female,1.16,0,0,No,children,Urban,86,13.3,Unknown,0
+Female,50,0,0,Yes,Govt_job,Urban,100.93,32.7,never smoked,0
+Male,63,1,0,Yes,Private,Urban,232.78,31.8,formerly smoked,0
+Male,67,0,0,Yes,Private,Rural,86.96,31.4,formerly smoked,0
+Female,43,0,0,Yes,Self-employed,Urban,67.5,20.4,formerly smoked,0
+Male,59,0,0,Yes,Private,Urban,81.21,33.2,smokes,0
+Male,47,0,0,Yes,Private,Rural,110.14,30.5,smokes,0
+Male,50,0,0,Yes,Private,Urban,120.44,30.3,never smoked,0
+Male,51,0,1,Yes,Self-employed,Urban,187.47,34.2,never smoked,0
+Male,44,0,1,No,Govt_job,Urban,94.62,34.4,Unknown,0
+Female,39,0,0,No,Private,Rural,89.57,48.1,never smoked,0
+Female,24,0,0,No,Private,Urban,95.31,22.8,never smoked,0
+Male,62,0,0,No,Govt_job,Rural,75.07,30.5,never smoked,0
+Female,61,0,0,Yes,Private,Rural,106.65,35.9,formerly smoked,0
+Female,78,0,0,Yes,Self-employed,Urban,234.06,33.7,never smoked,0
+Male,15,0,0,No,Private,Rural,144.15,24.1,never smoked,0
+Female,23,0,0,No,Private,Urban,58.81,25.4,never smoked,0
+Male,79,0,0,Yes,Self-employed,Urban,242.62,25.5,never smoked,0
+Male,57,0,0,Yes,Private,Urban,93.04,29.2,never smoked,0
+Female,70,0,1,Yes,Self-employed,Rural,65.68,N/A,Unknown,0
+Male,9,0,0,No,children,Urban,150,17.4,Unknown,0
+Male,55,0,0,Yes,Private,Urban,63.56,29.9,Unknown,0
+Female,82,0,0,No,Private,Rural,96.98,21.5,never smoked,0
+Female,19,0,0,No,Private,Rural,66.7,24.7,never smoked,0
+Male,41,0,0,Yes,Private,Rural,79.66,25.1,Unknown,0
+Female,79,0,0,Yes,Govt_job,Rural,90.16,34.4,never smoked,0
+Female,23,0,0,No,Private,Rural,104.09,27.9,Unknown,0
+Female,77,0,0,Yes,Private,Rural,90.96,31.5,formerly smoked,0
+Female,78,1,0,Yes,Self-employed,Rural,152.38,31.8,never smoked,0
+Female,24,0,0,Yes,Self-employed,Rural,114.54,30.1,smokes,0
+Female,81,1,0,Yes,Self-employed,Urban,174.54,26.4,never smoked,0
+Female,46,0,0,Yes,Private,Rural,106.47,27.2,Unknown,0
+Female,29,0,0,No,Private,Urban,73.63,22.5,smokes,0
+Female,59,0,0,Yes,Govt_job,Urban,98.52,29.8,formerly smoked,0
+Male,41,0,0,Yes,Self-employed,Rural,62.93,26.1,smokes,0
+Female,17,0,0,No,Private,Urban,67.87,24.9,formerly smoked,0
+Female,8,0,0,No,children,Rural,120.43,23.5,Unknown,0
+Female,23,0,0,No,Private,Rural,76.56,30.1,never smoked,0
+Female,45,0,0,Yes,Private,Urban,108.03,37.3,never smoked,0
+Male,67,0,0,Yes,Private,Rural,83.16,25.5,formerly smoked,0
+Female,78,0,0,Yes,Self-employed,Rural,67.9,35.3,never smoked,0
+Male,18,0,0,No,Private,Rural,115.46,27.6,Unknown,0
+Female,35,0,0,Yes,Private,Rural,123.94,28.7,never smoked,0
+Female,54,0,0,Yes,Govt_job,Urban,231.54,29.9,never smoked,0
+Female,71,1,0,Yes,Govt_job,Urban,219.8,34.2,formerly smoked,0
+Female,24,0,0,No,Private,Rural,187.99,24.9,smokes,0
+Male,60,0,0,Yes,Private,Rural,234.45,36.8,formerly smoked,0
+Male,75,0,0,Yes,Private,Rural,75.47,24.5,formerly smoked,0
+Male,48,0,0,Yes,Private,Rural,98.24,34.6,never smoked,0
+Male,62,0,0,Yes,Govt_job,Rural,66.2,30,Unknown,0
+Female,20,0,0,No,Private,Rural,94.67,28.8,Unknown,0
+Male,69,1,0,No,Private,Urban,75.95,28.6,never smoked,0
+Female,60,0,0,Yes,Govt_job,Rural,111.79,23.6,smokes,0
+Female,12,0,0,No,children,Rural,80.89,20.1,Unknown,0
+Female,28,0,0,Yes,Govt_job,Rural,86.91,21.1,formerly smoked,0
+Female,55,0,0,Yes,Private,Urban,59.36,34.1,smokes,0
+Female,70,0,1,Yes,Self-employed,Urban,240.69,N/A,smokes,0
+Female,51,0,0,No,Private,Rural,66.67,29.5,never smoked,0
+Female,16,0,0,No,Private,Rural,87.54,37.8,never smoked,0
+Male,56,0,0,No,Self-employed,Urban,139.87,31.2,smokes,0
+Male,52,0,0,Yes,Private,Rural,67.92,31.1,never smoked,0
+Female,59,0,0,Yes,Private,Urban,83.62,34.2,Unknown,0
+Female,9,0,0,No,children,Rural,110.97,17.7,Unknown,0
+Female,34,0,0,Yes,Private,Rural,70.53,39.2,never smoked,0
+Female,47,0,0,Yes,Self-employed,Rural,115.91,22.2,formerly smoked,0
+Male,46,0,0,Yes,Private,Urban,59.74,29.5,smokes,0
+Male,49,0,0,Yes,Private,Rural,62.64,27,never smoked,0
+Male,10,0,0,No,children,Rural,84.81,16.8,never smoked,0
+Female,76,1,0,Yes,Self-employed,Urban,78.68,23.3,never smoked,0
+Male,82,0,0,Yes,Private,Urban,217.57,33.5,formerly smoked,0
+Female,3,0,0,No,children,Rural,79.76,15.6,Unknown,0
+Female,76,1,0,Yes,Govt_job,Rural,63.28,28.2,never smoked,0
+Male,16,0,0,No,Govt_job,Rural,78.48,22.6,never smoked,0
+Female,44,0,0,Yes,Govt_job,Rural,70.48,20.2,never smoked,0
+Female,17,0,0,No,Private,Rural,120.96,22.2,formerly smoked,0
+Female,73,0,0,Yes,Self-employed,Rural,77.29,22.6,never smoked,0
+Male,31,0,0,Yes,Private,Urban,108.51,26.7,Unknown,0
+Male,17,0,0,No,Self-employed,Urban,113.85,22.9,Unknown,0
+Female,18,0,0,No,Never_worked,Urban,97.65,21.5,Unknown,0
+Male,73,0,0,Yes,Private,Rural,121.83,30.3,formerly smoked,0
+Female,8,0,0,No,children,Urban,81.53,14.8,Unknown,0
+Male,42,0,0,Yes,Govt_job,Urban,58.35,24.3,never smoked,0
+Female,40,0,0,Yes,Private,Urban,65.42,17.4,formerly smoked,0
+Male,79,0,0,Yes,Private,Rural,69.34,29,never smoked,0
+Male,53,0,0,Yes,Self-employed,Urban,109.09,26.3,smokes,0
+Female,58,0,0,Yes,Self-employed,Urban,66.71,51.7,never smoked,0
+Female,48,0,0,Yes,Private,Rural,114.92,29.2,Unknown,0
+Female,17,0,0,No,Private,Rural,120.58,18.3,never smoked,0
+Female,23,0,0,No,Private,Rural,165.36,21.9,smokes,0
+Male,9,0,0,No,children,Urban,66.11,16.3,Unknown,0
+Female,81,1,1,Yes,Private,Rural,126.34,27.4,smokes,0
+Female,16,0,0,No,Never_worked,Rural,68.27,20.4,never smoked,0
+Male,21,0,0,No,Private,Rural,92.86,23.2,never smoked,0
+Male,29,0,0,No,Self-employed,Rural,96.77,30.3,formerly smoked,0
+Male,8,0,0,No,children,Rural,89.24,16.7,Unknown,0
+Female,39,0,0,Yes,Private,Rural,89.32,31,formerly smoked,0
+Male,37,0,0,Yes,Private,Rural,107.06,N/A,smokes,0
+Female,64,0,0,Yes,Private,Urban,65.63,33.5,smokes,0
+Male,9,0,0,No,children,Urban,123.66,17,Unknown,0
+Male,17,0,0,No,Private,Rural,63.82,19.4,smokes,0
+Male,8,0,0,No,children,Rural,108.06,14.6,Unknown,0
+Male,62,0,0,Yes,Self-employed,Rural,136.18,32.2,Unknown,0
+Male,73,1,0,No,Govt_job,Urban,71.29,37.7,never smoked,0
+Male,48,0,0,Yes,Govt_job,Rural,76.58,27.4,never smoked,0
+Male,17,0,0,No,Private,Rural,119.58,25,never smoked,0
+Female,10,0,0,No,children,Urban,109.3,20.1,Unknown,0
+Female,74,0,0,Yes,Govt_job,Urban,111.94,21.7,never smoked,0
+Male,62,0,0,Yes,Private,Urban,81.64,38.2,never smoked,0
+Male,5,0,0,No,children,Rural,97.64,17,Unknown,0
+Female,43,0,0,Yes,Private,Rural,110.32,28.4,never smoked,0
+Female,39,0,0,No,Private,Rural,79,30,never smoked,0
+Female,37,0,0,Yes,Self-employed,Urban,95.08,34.1,never smoked,0
+Male,15,0,0,No,Private,Urban,137.27,19.3,never smoked,0
+Female,36,0,0,No,Self-employed,Urban,57.83,21.6,smokes,0
+Male,34,0,0,Yes,Private,Rural,84.08,32.9,never smoked,0
+Male,75,1,0,Yes,Private,Urban,234.51,27.2,formerly smoked,0
+Male,53,0,0,Yes,Private,Urban,142.64,27.8,smokes,0
+Female,61,0,0,Yes,Self-employed,Rural,69.77,29.9,never smoked,0
+Female,45,0,0,Yes,Private,Urban,71.4,28.4,smokes,0
+Female,17,0,0,No,Private,Urban,79.61,24.1,Unknown,0
+Female,17,0,0,No,Private,Rural,77.46,24,Unknown,0
+Female,19,0,0,No,Private,Urban,96.85,23.4,Unknown,0
+Female,54,1,0,No,Govt_job,Urban,182.22,32.6,formerly smoked,0
+Female,51,0,0,Yes,Self-employed,Urban,67.26,33.1,formerly smoked,0
+Female,44,0,0,Yes,Private,Rural,60.02,33.8,formerly smoked,0
+Female,82,0,0,Yes,Self-employed,Urban,113.45,30.3,never smoked,0
+Female,49,0,0,Yes,Self-employed,Urban,112.31,36.9,Unknown,0
+Female,34,0,0,Yes,Self-employed,Rural,68.53,29.7,never smoked,0
+Female,63,1,0,Yes,Private,Rural,57.15,38.8,never smoked,0
+Female,79,0,0,Yes,Private,Rural,214.73,30.9,never smoked,0
+Female,81,0,0,Yes,Private,Rural,91.82,36.9,Unknown,0
+Female,14,0,0,No,children,Urban,71.8,18.8,Unknown,0
+Female,31,0,0,No,Private,Urban,63.41,25.5,formerly smoked,0
+Male,57,0,0,Yes,Private,Urban,106.24,32.3,never smoked,0
+Male,32,0,0,Yes,Govt_job,Rural,83.01,25.8,smokes,0
+Male,66,0,0,Yes,Private,Rural,67.92,31.1,formerly smoked,0
+Female,22,0,0,No,Private,Rural,74.99,27.9,smokes,0
+Female,1.32,0,0,No,children,Rural,75.22,18.6,Unknown,0
+Female,20,0,0,No,Private,Urban,61.88,20.1,never smoked,0
+Female,41,0,0,Yes,Private,Urban,65.67,26.7,smokes,0
+Female,48,0,0,Yes,Private,Urban,110.18,30.3,smokes,0
+Male,49,1,0,Yes,Self-employed,Rural,119.3,30.4,formerly smoked,0
+Male,73,0,0,Yes,Govt_job,Rural,208.69,30,Unknown,0
+Male,19,0,0,No,Private,Rural,95.18,24.9,smokes,0
+Female,51,0,0,Yes,Private,Urban,107.72,60.9,Unknown,0
+Male,1.08,0,0,No,children,Rural,83.27,24.3,Unknown,0
+Female,31,0,0,No,Private,Rural,90.29,38.7,Unknown,0
+Male,4,0,0,No,children,Urban,81.87,18.6,Unknown,0
+Male,1.8,0,0,No,children,Urban,153.31,17.1,Unknown,0
+Male,44,0,0,Yes,Private,Rural,101.46,29.4,Unknown,0
+Female,4,0,0,No,children,Urban,72.49,16.9,Unknown,0
+Male,55,0,0,Yes,Private,Rural,86.58,34.2,never smoked,0
+Female,34,0,0,Yes,Private,Urban,113.26,27.6,never smoked,0
+Female,30,0,0,Yes,Private,Urban,84.92,47.8,never smoked,0
+Female,7,0,0,No,children,Urban,128.17,18.9,Unknown,0
+Male,75,0,0,Yes,Govt_job,Rural,93.93,24.4,formerly smoked,0
+Male,14,0,0,No,children,Urban,99.87,25.2,Unknown,0
+Female,61,0,0,Yes,Private,Urban,129.31,30.7,formerly smoked,0
+Female,55,0,0,Yes,Govt_job,Urban,89.43,26.1,formerly smoked,0
+Female,14,0,0,No,children,Rural,101.6,25.3,never smoked,0
+Female,36,0,0,No,Private,Rural,66.55,32.8,smokes,0
+Female,57,1,1,Yes,Private,Rural,231.72,45.7,formerly smoked,0
+Female,20,0,0,No,Private,Urban,96.69,24.6,Unknown,0
+Male,32,0,0,Yes,Private,Rural,102.13,32.3,never smoked,0
+Female,43,0,0,Yes,Private,Urban,100.88,47.6,smokes,0
+Male,43,0,0,Yes,Private,Rural,66.22,34.4,Unknown,0
+Female,1.08,0,0,No,children,Urban,109.33,18.2,Unknown,0
+Female,49,0,0,Yes,Private,Urban,206.53,44.5,smokes,0
+Female,53,0,0,Yes,Private,Rural,83.91,36.6,Unknown,0
+Female,18,0,0,No,Private,Urban,67.92,19.4,never smoked,0
+Female,13,0,0,No,children,Rural,73.48,22.9,Unknown,0
+Male,5,0,0,No,children,Rural,101.31,20,Unknown,0
+Female,37,0,0,Yes,Private,Urban,103.66,36.1,smokes,0
+Male,49,0,0,Yes,Self-employed,Urban,70.73,27.3,formerly smoked,0
+Female,45,0,0,No,Govt_job,Rural,77.45,42.2,formerly smoked,0
+Female,50,0,1,Yes,Private,Urban,193.8,26.4,never smoked,0
+Female,12,0,0,No,children,Rural,114.34,23.6,never smoked,0
+Male,12,0,0,No,children,Urban,69.25,18.6,Unknown,0
+Female,5,0,0,No,children,Rural,88.44,18,Unknown,0
+Male,39,0,0,Yes,Private,Rural,84.09,31.1,formerly smoked,0
+Female,41,0,0,Yes,Private,Urban,87.06,30,never smoked,0
+Female,41,0,0,Yes,Private,Rural,92.64,43.8,never smoked,0
+Female,47,0,0,Yes,Private,Urban,99.36,23.8,smokes,0
+Female,57,0,0,Yes,Private,Rural,135.63,36.2,formerly smoked,0
+Male,16,0,0,No,children,Rural,82.44,32.6,Unknown,0
+Male,3,0,0,No,children,Urban,81.88,18,Unknown,0
+Female,65,0,0,Yes,Self-employed,Urban,95.44,25.5,smokes,0
+Female,80,0,0,No,Self-employed,Urban,72.71,29.9,never smoked,0
+Female,58,0,0,Yes,Private,Urban,65.45,32.1,never smoked,0
+Female,74,0,0,Yes,Private,Urban,203.01,25.4,never smoked,0
+Female,62,0,0,Yes,Govt_job,Urban,110.84,23.4,smokes,0
+Male,33,0,0,Yes,Private,Urban,83.12,23.4,Unknown,0
+Female,21,0,0,No,Private,Rural,55.12,21.8,never smoked,0
+Female,17,0,0,No,Private,Rural,105.91,30.8,never smoked,0
+Female,49,0,0,Yes,Private,Rural,61.57,37.9,formerly smoked,0
+Female,24,0,0,Yes,Govt_job,Urban,83.1,42.5,smokes,0
+Female,56,0,0,Yes,Private,Urban,66.32,23.4,never smoked,0
+Female,26,0,0,Yes,Govt_job,Urban,72.56,35.4,never smoked,0
+Male,54,1,0,Yes,Self-employed,Rural,97.99,32.3,smokes,0
+Female,42,0,0,No,Private,Urban,63.27,27,never smoked,0
+Female,34,0,0,No,Govt_job,Urban,79.6,46.3,never smoked,0
+Female,56,1,0,Yes,Private,Rural,177.56,30.1,never smoked,0
+Female,39,0,0,Yes,Private,Rural,81.31,34.7,never smoked,0
+Female,77,0,0,Yes,Self-employed,Rural,59.91,18.3,never smoked,0
+Female,12,0,0,No,children,Rural,132.85,16.2,never smoked,0
+Male,65,0,0,Yes,Private,Rural,198.84,33.2,formerly smoked,0
+Male,7,0,0,No,children,Urban,77.12,18.6,Unknown,0
+Male,25,0,0,No,Private,Urban,87.17,25.1,never smoked,0
+Female,31,0,0,Yes,Private,Rural,96.03,24.1,Unknown,0
+Female,14,0,0,No,Private,Rural,83.56,33.1,Unknown,0
+Female,5,0,0,No,children,Rural,80.93,24.8,Unknown,0
+Female,60,0,0,Yes,Private,Rural,84.54,23.4,smokes,0
+Female,53,0,0,Yes,Private,Urban,70.51,54.1,never smoked,0
+Male,55,0,0,Yes,Private,Rural,56.87,28.9,formerly smoked,0
+Female,69,0,0,Yes,Self-employed,Urban,67.55,38.1,Unknown,0
+Female,39,0,0,Yes,Private,Urban,243.52,37.2,smokes,0
+Female,0.32,0,0,No,children,Urban,108.63,19.6,Unknown,0
+Female,34,0,0,No,Private,Rural,69.06,29,smokes,0
+Female,80,0,0,Yes,Private,Urban,73.89,26.7,formerly smoked,0
+Male,20,0,0,No,Private,Urban,84.49,20.5,never smoked,0
+Female,45,0,0,Yes,Govt_job,Urban,73.71,34.1,never smoked,0
+Female,41,0,0,No,Govt_job,Urban,129.01,42.4,Unknown,0
+Male,54,0,0,Yes,Govt_job,Urban,72.96,37.7,smokes,0
+Male,23,0,0,No,Private,Rural,110.23,39.1,Unknown,0
+Male,75,0,0,Yes,Govt_job,Rural,79.49,28.9,Unknown,0
+Male,36,0,0,Yes,Private,Urban,89.33,30.7,never smoked,0
+Female,75,0,0,Yes,Private,Rural,68.38,33.8,Unknown,0
+Male,72,0,1,Yes,Private,Rural,238.27,N/A,smokes,0
+Female,47,0,0,Yes,Govt_job,Urban,135.79,32.1,formerly smoked,0
+Female,15,0,0,No,Private,Rural,82.19,40.5,never smoked,0
+Male,40,1,0,Yes,Self-employed,Urban,93.2,24.8,smokes,0
+Female,71,0,0,Yes,Self-employed,Urban,208.31,31.8,formerly smoked,0
+Male,38,0,0,Yes,Private,Rural,111.33,27,never smoked,0
+Female,10,0,0,No,children,Rural,69.84,13.7,Unknown,0
+Male,11,0,0,No,children,Rural,121.71,23.4,never smoked,0
+Male,0.72,0,0,No,children,Urban,80.08,16.4,Unknown,0
+Male,9,0,0,No,children,Urban,84.4,14.9,Unknown,0
+Female,53,1,0,Yes,Govt_job,Rural,98.61,38.8,smokes,0
+Male,28,1,0,No,Private,Urban,86.61,38.6,smokes,0
+Female,81,0,0,Yes,Private,Urban,80.44,32.2,never smoked,0
+Male,1.32,0,0,No,children,Rural,107.02,N/A,Unknown,0
+Male,16,0,0,No,Private,Rural,97.23,30.6,never smoked,0
+Male,24,0,0,No,Private,Rural,91.21,28.1,formerly smoked,0
+Female,62,1,0,Yes,Self-employed,Urban,103.69,35.2,smokes,0
+Female,62,0,0,Yes,Private,Urban,74.12,21.8,formerly smoked,0
+Female,59,0,0,Yes,Private,Urban,71.08,28.1,never smoked,0
+Female,19,0,0,No,Private,Urban,58.39,28.2,never smoked,0
+Female,51,1,0,Yes,Self-employed,Rural,176.34,28.4,never smoked,0
+Male,38,0,0,Yes,Private,Rural,73.76,37.4,never smoked,0
+Female,26,0,0,No,Private,Rural,67.21,21.8,formerly smoked,0
+Male,13,0,0,No,children,Urban,87.98,19.8,Unknown,0
+Male,4,0,0,No,children,Urban,94.23,16.2,Unknown,0
+Male,55,0,0,Yes,Self-employed,Rural,111.36,33.6,never smoked,0
+Female,44,0,0,Yes,Private,Urban,84.07,21.2,smokes,0
+Female,31,0,0,Yes,Private,Urban,117.31,28.4,never smoked,0
+Male,58,0,0,Yes,Govt_job,Urban,84.94,N/A,never smoked,0
+Female,17,0,0,No,Private,Urban,68.86,41.1,never smoked,0
+Female,23,0,0,No,Private,Urban,132.88,24.9,never smoked,0
+Male,51,1,0,Yes,Self-employed,Rural,211.83,56.6,never smoked,0
+Female,46,0,0,Yes,Private,Rural,124.92,28.8,Unknown,0
+Female,81,0,0,No,Self-employed,Urban,57.42,33.7,never smoked,0
+Male,38,0,0,Yes,Private,Urban,215.69,38.6,formerly smoked,0
+Female,50,0,0,Yes,Private,Urban,154.67,33.8,never smoked,0
+Female,34,0,0,No,Private,Urban,67.66,22.4,never smoked,0
+Male,60,0,0,Yes,Private,Rural,153.48,37.3,never smoked,0
+Female,50,0,0,Yes,Self-employed,Urban,62.63,23.4,never smoked,0
+Female,49,0,0,Yes,Private,Urban,77.93,39.1,smokes,0
+Female,2,0,0,No,children,Rural,80.3,21.2,Unknown,0
+Male,47,0,0,Yes,Private,Urban,106.69,31.2,Unknown,0
+Female,34,0,0,Yes,Private,Urban,83.07,28,formerly smoked,0
+Female,22,0,0,No,Private,Urban,140.14,21.1,never smoked,0
+Female,11,0,0,No,children,Urban,92.65,15.7,never smoked,0
+Male,54,0,0,Yes,Private,Urban,111.37,29.1,formerly smoked,0
+Female,60,0,0,Yes,Private,Rural,99,26.1,never smoked,0
+Male,3,0,0,No,children,Rural,78.24,16.2,Unknown,0
+Female,46,0,0,Yes,Govt_job,Rural,83.88,27.1,never smoked,0
+Male,30,0,0,No,Private,Urban,86.21,28.8,smokes,0
+Female,63,0,0,Yes,Private,Urban,57.06,37.9,never smoked,0
+Female,50,0,0,Yes,Private,Rural,112.25,21.6,Unknown,0
+Male,65,0,0,Yes,Private,Urban,81.06,30.1,smokes,0
+Male,78,0,0,Yes,Private,Urban,104.37,29.7,never smoked,0
+Female,36,0,0,Yes,Private,Urban,124.31,26.4,Unknown,0
+Female,18,0,0,No,Private,Urban,101.95,46,formerly smoked,0
+Female,44,0,0,No,Private,Rural,116.95,26.1,never smoked,0
+Female,4,0,0,No,children,Urban,99.76,23.2,Unknown,0
+Female,60,0,0,No,Private,Urban,105.48,28.4,Unknown,0
+Female,19,0,0,No,Private,Urban,100.6,20.5,never smoked,0
+Male,15,0,0,No,Private,Urban,65.05,24.6,Unknown,0
+Male,20,0,0,No,Private,Rural,75.9,32.2,never smoked,0
+Male,76,1,0,Yes,Private,Rural,267.6,30.5,never smoked,0
+Male,31,0,0,No,Private,Urban,215.07,N/A,smokes,0
+Female,39,0,0,Yes,Govt_job,Urban,109.03,24.9,Unknown,0
+Male,58,0,1,Yes,Private,Rural,225.35,26.5,smokes,0
+Male,64,1,0,Yes,Private,Rural,196.26,34.5,Unknown,0
+Female,79,0,0,Yes,Govt_job,Urban,95.42,21.5,formerly smoked,0
+Female,11,0,0,No,children,Rural,123.04,15.9,Unknown,0
+Male,4,0,0,No,children,Urban,85.88,17.7,Unknown,0
+Female,43,0,0,Yes,Private,Rural,107.43,26.5,never smoked,0
+Female,44,0,0,Yes,Private,Rural,56.85,24.4,never smoked,0
+Female,37,0,0,Yes,Govt_job,Rural,102.15,26.6,Unknown,0
+Female,34,0,0,Yes,Self-employed,Rural,88.68,23.9,never smoked,0
+Female,59,0,0,Yes,Private,Urban,182.52,30.1,Unknown,0
+Female,40,0,0,Yes,Private,Urban,93.97,23.6,never smoked,0
+Female,8,0,0,No,children,Urban,104.03,18.4,Unknown,0
+Female,24,0,0,Yes,Private,Rural,67.99,32.1,never smoked,0
+Male,18,0,0,No,Private,Rural,83.37,24.4,Unknown,0
+Male,20,0,0,No,Private,Rural,124.66,27.3,never smoked,0
+Female,70,0,0,Yes,Private,Rural,212.87,34.8,never smoked,0
+Female,68,0,0,Yes,Govt_job,Urban,96.75,28.4,formerly smoked,0
+Male,17,0,0,No,Private,Urban,63.28,40.2,Unknown,0
+Female,17,0,0,No,Private,Urban,82.64,31.1,Unknown,0
+Female,21,0,0,No,Private,Rural,71.34,24,never smoked,0
+Female,38,0,0,Yes,Private,Rural,183.43,38.1,formerly smoked,0
+Female,59,0,0,Yes,Govt_job,Urban,101.19,29.9,formerly smoked,0
+Female,79,0,1,Yes,Private,Rural,88.51,24.5,never smoked,0
+Female,50,0,0,Yes,Self-employed,Rural,126.85,49.5,formerly smoked,0
+Female,72,0,0,Yes,Self-employed,Urban,74.17,35.5,formerly smoked,0
+Female,54,0,0,Yes,Private,Urban,76.04,29.5,smokes,0
+Female,44,0,0,Yes,Private,Urban,73.87,28.8,smokes,0
+Female,48,0,0,Yes,Private,Rural,99.07,22.1,never smoked,0
+Male,29,0,0,No,Private,Urban,82.93,29.4,formerly smoked,0
+Female,44,0,0,Yes,Govt_job,Rural,133.24,45,smokes,0
+Female,61,0,0,Yes,Self-employed,Urban,69.88,27.1,never smoked,0
+Female,58,0,0,Yes,Govt_job,Rural,69.12,28.3,Unknown,0
+Female,81,0,0,Yes,Self-employed,Rural,86.05,20.1,formerly smoked,0
+Male,29,0,0,Yes,Private,Urban,185.27,31.3,never smoked,0
+Male,5,0,0,No,children,Urban,97.46,17.6,Unknown,0
+Female,35,0,0,Yes,Private,Urban,81.9,24.5,never smoked,0
+Female,40,0,0,No,Private,Rural,99.58,24.1,Unknown,0
+Female,37,0,0,No,Private,Rural,124.54,31.3,never smoked,0
+Male,33,0,0,Yes,Private,Rural,153.34,31.5,never smoked,0
+Female,35,0,0,Yes,Private,Urban,112.35,29.9,Unknown,0
+Female,38,0,0,No,Govt_job,Urban,160.76,30.2,smokes,0
+Female,26,0,0,Yes,Private,Rural,73.29,27.8,never smoked,0
+Male,10,0,0,No,children,Urban,108.08,15.6,Unknown,0
+Female,72,0,0,Yes,Private,Urban,206.49,26.3,never smoked,0
+Male,21,0,0,Yes,Private,Rural,77.42,24.8,never smoked,0
+Female,20,0,0,No,Private,Rural,117.59,17.1,never smoked,0
+Female,1.24,0,0,No,children,Rural,61.94,20.3,Unknown,0
+Female,26,0,0,No,Private,Urban,116.68,18.7,formerly smoked,0
+Female,79,0,0,No,Private,Urban,253.86,28.8,formerly smoked,0
+Female,78,0,0,Yes,Private,Urban,203.36,28.7,formerly smoked,0
+Male,56,0,0,Yes,Self-employed,Rural,125.87,24.6,never smoked,0
+Female,46,0,0,No,Self-employed,Rural,64.09,25.3,never smoked,0
+Male,55,0,0,Yes,Govt_job,Urban,65.33,29.7,Unknown,0
+Male,41,0,0,No,Private,Rural,70.15,N/A,formerly smoked,0
+Male,30,0,0,Yes,Private,Urban,96.84,21.1,Unknown,0
+Male,53,0,0,Yes,Private,Rural,175.92,26.9,smokes,0
+Male,32,0,0,No,Private,Rural,100.65,26.2,formerly smoked,0
+Male,38,0,0,No,Private,Rural,112.39,26.3,Unknown,0
+Male,33,0,0,Yes,Govt_job,Rural,81.1,24.8,never smoked,0
+Female,44,0,0,Yes,Private,Rural,98.3,25,never smoked,0
+Male,44,0,0,Yes,Private,Urban,89.68,34.6,Unknown,0
+Female,51,0,0,Yes,Govt_job,Urban,95.16,42.7,formerly smoked,0
+Male,40,0,0,Yes,Private,Urban,191.15,N/A,smokes,0
+Female,41,0,0,Yes,Private,Rural,91.04,24.5,never smoked,0
+Male,5,0,0,No,children,Urban,101.87,19.3,Unknown,0
+Female,42,0,0,Yes,Private,Rural,96.86,29.3,never smoked,0
+Female,6,0,0,No,children,Urban,91.05,22.1,Unknown,0
+Female,46,0,0,Yes,Govt_job,Urban,55.84,27.8,never smoked,0
+Female,47,0,0,Yes,Private,Urban,84.04,24.7,never smoked,0
+Female,25,0,0,No,Private,Urban,92.06,25.3,smokes,0
+Female,40,0,0,Yes,Private,Urban,89.61,41.2,formerly smoked,0
+Female,49,0,0,Yes,Govt_job,Urban,69.92,47.6,never smoked,0
+Male,21,0,0,No,Private,Rural,89.29,23.4,never smoked,0
+Female,61,0,0,Yes,Govt_job,Rural,120.23,22.7,Unknown,0
+Male,78,0,0,Yes,Private,Urban,60.22,29.7,formerly smoked,0
+Male,41,0,0,Yes,Private,Urban,223.78,32.3,never smoked,0
+Female,82,0,0,Yes,Self-employed,Rural,211.58,36.9,never smoked,0
+Male,39,0,0,Yes,Private,Urban,179.38,27.7,Unknown,0
+Male,70,0,0,Yes,Self-employed,Rural,193.88,24.3,Unknown,0
+Female,31,0,0,Yes,Private,Urban,89.01,37.4,never smoked,0
+Female,37,0,0,No,Private,Urban,118.41,25.1,never smoked,0
+Male,21,0,0,No,Private,Urban,138.51,24.3,never smoked,0
+Male,80,0,0,Yes,Self-employed,Urban,120.03,24.3,formerly smoked,0
+Female,21,0,0,No,Private,Urban,91.01,28.7,never smoked,0
+Female,5,0,0,No,children,Urban,61.98,16.8,Unknown,0
+Male,81,0,0,Yes,Private,Rural,135.32,35.8,Unknown,0
+Female,35,0,0,Yes,Private,Rural,58.72,40,smokes,0
+Female,24,0,0,No,Private,Urban,90.42,24.3,never smoked,0
+Female,52,0,0,Yes,Govt_job,Urban,104,25.6,smokes,0
+Male,70,0,0,Yes,Private,Urban,102.5,37.8,Unknown,0
+Female,34,0,0,Yes,Private,Rural,174.37,23,never smoked,0
+Male,17,0,0,No,Private,Rural,106.56,21,Unknown,0
+Female,8,0,0,No,children,Urban,76.31,15.5,Unknown,0
+Male,1.72,0,0,No,children,Urban,77.28,17.1,Unknown,0
+Female,29,0,0,Yes,Self-employed,Urban,90.52,28,never smoked,0
+Male,55,0,0,Yes,Govt_job,Rural,108.35,40.8,formerly smoked,0
+Female,44,0,0,Yes,Private,Rural,72.03,37.5,smokes,0
+Female,19,0,0,No,Private,Urban,90.57,24.2,Unknown,0
+Male,67,0,0,Yes,Private,Rural,97.04,26.9,smokes,0
+Female,72,0,0,Yes,Private,Urban,83.89,33.1,formerly smoked,0
+Female,51,0,0,Yes,Private,Urban,152.56,21.8,Unknown,0
+Female,63,0,0,Yes,Self-employed,Rural,75.93,34.7,formerly smoked,0
+Female,64,1,0,Yes,Self-employed,Urban,76.89,30.2,Unknown,0
+Female,0.72,0,0,No,children,Rural,62.13,16.8,Unknown,0
+Male,26,0,0,No,Govt_job,Rural,100.85,21,smokes,0
+Male,59,1,0,Yes,Private,Rural,95.05,30.9,never smoked,0
+Male,76,0,0,Yes,Govt_job,Urban,82.35,38.9,never smoked,0
+Female,45,1,0,Yes,Govt_job,Rural,95.02,N/A,smokes,0
+Male,13,0,0,No,children,Urban,82.38,24.3,Unknown,0
+Male,1.08,0,0,No,children,Rural,79.15,17.4,Unknown,0
+Male,57,0,0,Yes,Govt_job,Rural,76.62,28.2,never smoked,0
+Male,68,0,0,Yes,Self-employed,Urban,91.68,40.8,Unknown,0
+Male,9,0,0,No,children,Urban,71.88,17.5,Unknown,0
+Male,40,0,0,Yes,Private,Rural,83.94,N/A,smokes,0
+Male,82,1,0,Yes,Self-employed,Rural,71.97,28.3,never smoked,0
+Female,45,0,0,Yes,Private,Urban,97.95,24.5,Unknown,0
+Female,57,0,0,Yes,Private,Rural,77.93,21.7,never smoked,0
+Female,18,0,0,No,Private,Urban,82.85,46.9,Unknown,0
+Female,13,0,0,No,children,Rural,103.08,18.6,Unknown,0
+Female,80,1,0,Yes,Private,Urban,83.75,N/A,never smoked,0
+Female,81,0,0,Yes,Self-employed,Urban,125.2,40,never smoked,0
+Female,35,0,0,Yes,Self-employed,Rural,82.99,30.6,never smoked,0
+Male,51,0,0,Yes,Private,Rural,166.29,25.6,formerly smoked,0
+Female,44,0,0,Yes,Govt_job,Urban,85.28,26.2,Unknown,0
diff --git a/db.sqlite3 b/db.sqlite3
index d91c9b6fc..fc5ba3736 100644
Binary files a/db.sqlite3 and b/db.sqlite3 differ
diff --git a/extremum/__pycache__/settings.cpython-310.pyc b/extremum/__pycache__/settings.cpython-310.pyc
index 088fd6f31..3167a7003 100644
Binary files a/extremum/__pycache__/settings.cpython-310.pyc and b/extremum/__pycache__/settings.cpython-310.pyc differ
diff --git a/extremum/__pycache__/urls.cpython-310.pyc b/extremum/__pycache__/urls.cpython-310.pyc
index 27961af89..d31c372e6 100644
Binary files a/extremum/__pycache__/urls.cpython-310.pyc and b/extremum/__pycache__/urls.cpython-310.pyc differ
diff --git a/extremum/settings.py b/extremum/settings.py
index 5b7994290..6baff807e 100644
--- a/extremum/settings.py
+++ b/extremum/settings.py
@@ -21,7 +21,7 @@ BASE_DIR = Path(__file__).resolve().parent.parent
# See https://docs.djangoproject.com/en/5.0/howto/deployment/checklist/
# SECURITY WARNING: keep the secret key used in production secret!
-SECRET_KEY = 'django-insecure-0w^ybt_7vclag#rrutc_eo)m+l^@ml)t%jsg6n06siu)xyls+-'
+SECRET_KEY = "django-insecure-0w^ybt_7vclag#rrutc_eo)m+l^@ml)t%jsg6n06siu)xyls+-"
# SECURITY WARNING: don't run with debug turned on in production!
DEBUG = True
@@ -32,56 +32,54 @@ ALLOWED_HOSTS = []
# Application definition
INSTALLED_APPS = [
- 'django.contrib.admin',
- 'django.contrib.auth',
- 'django.contrib.contenttypes',
- 'django.contrib.sessions',
- 'django.contrib.messages',
- 'django.contrib.staticfiles',
- 'base.apps.BaseConfig',
- 'bootstrap5',
+ "django.contrib.admin",
+ "django.contrib.auth",
+ "django.contrib.contenttypes",
+ "django.contrib.sessions",
+ "django.contrib.messages",
+ "django.contrib.staticfiles",
+ "base.apps.BaseConfig",
+ "bootstrap5",
]
MIDDLEWARE = [
- 'django.middleware.security.SecurityMiddleware',
- 'django.contrib.sessions.middleware.SessionMiddleware',
- 'django.middleware.common.CommonMiddleware',
- 'django.middleware.csrf.CsrfViewMiddleware',
- 'django.contrib.auth.middleware.AuthenticationMiddleware',
- 'django.contrib.messages.middleware.MessageMiddleware',
- 'django.middleware.clickjacking.XFrameOptionsMiddleware',
+ "django.middleware.security.SecurityMiddleware",
+ "django.contrib.sessions.middleware.SessionMiddleware",
+ "django.middleware.common.CommonMiddleware",
+ "django.middleware.csrf.CsrfViewMiddleware",
+ "django.contrib.auth.middleware.AuthenticationMiddleware",
+ "django.contrib.messages.middleware.MessageMiddleware",
+ "django.middleware.clickjacking.XFrameOptionsMiddleware",
]
-ROOT_URLCONF = 'extremum.urls'
+ROOT_URLCONF = "extremum.urls"
TEMPLATES = [
{
- 'BACKEND': 'django.template.backends.django.DjangoTemplates',
- 'DIRS': [
-
- BASE_DIR / 'templates'],
- 'APP_DIRS': True,
- 'OPTIONS': {
- 'context_processors': [
- 'django.template.context_processors.debug',
- 'django.template.context_processors.request',
- 'django.contrib.auth.context_processors.auth',
- 'django.contrib.messages.context_processors.messages',
+ "BACKEND": "django.template.backends.django.DjangoTemplates",
+ "DIRS": [BASE_DIR / "templates"],
+ "APP_DIRS": True,
+ "OPTIONS": {
+ "context_processors": [
+ "django.template.context_processors.debug",
+ "django.template.context_processors.request",
+ "django.contrib.auth.context_processors.auth",
+ "django.contrib.messages.context_processors.messages",
],
},
},
]
-WSGI_APPLICATION = 'extremum.wsgi.application'
+WSGI_APPLICATION = "extremum.wsgi.application"
# Database
# https://docs.djangoproject.com/en/5.0/ref/settings/#databases
DATABASES = {
- 'default': {
- 'ENGINE': 'django.db.backends.sqlite3',
- 'NAME': BASE_DIR / 'db.sqlite3',
+ "default": {
+ "ENGINE": "django.db.backends.sqlite3",
+ "NAME": BASE_DIR / "db.sqlite3",
}
}
@@ -91,16 +89,16 @@ DATABASES = {
AUTH_PASSWORD_VALIDATORS = [
{
- 'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+ "NAME": "django.contrib.auth.password_validation.UserAttributeSimilarityValidator",
},
{
- 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+ "NAME": "django.contrib.auth.password_validation.MinimumLengthValidator",
},
{
- 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+ "NAME": "django.contrib.auth.password_validation.CommonPasswordValidator",
},
{
- 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+ "NAME": "django.contrib.auth.password_validation.NumericPasswordValidator",
},
]
@@ -108,9 +106,9 @@ AUTH_PASSWORD_VALIDATORS = [
# Internationalization
# https://docs.djangoproject.com/en/5.0/topics/i18n/
-LANGUAGE_CODE = 'en-us'
+LANGUAGE_CODE = "en-us"
-TIME_ZONE = 'UTC'
+TIME_ZONE = "UTC"
USE_I18N = True
@@ -120,11 +118,10 @@ USE_TZ = True
# Static files (CSS, JavaScript, Images)
# https://docs.djangoproject.com/en/5.0/howto/static-files/
-STATIC_URL = '/static/'
-MEDIA_URL = '/images/'
-STATICFILES_DIRS = (os.path.join(BASE_DIR,'base/static'),)
+STATIC_URL = "base/static/"
+STATICFILES_DIRS = [BASE_DIR / "base/static"]
# Default primary key field type
# https://docs.djangoproject.com/en/5.0/ref/settings/#default-auto-field
-DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
+DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField"
diff --git a/templates/main.html b/templates/main.html
index 9e765e7b3..72c2eff95 100644
--- a/templates/main.html
+++ b/templates/main.html
@@ -1,111 +1,40 @@
+{% load static %}
+
<!DOCTYPE html>
<html>
<head>
+ {% load bootstrap5 %}
+ {% bootstrap_css %}
+ {% bootstrap_javascript %}
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="'IE=edge" />
<title>EXTREMUM</title>
<meta name="viewport" content="'width=device-width, initial-scale=1" />
- {% load static %}
- {% load bootstrap5 %}
- {% bootstrap_css %}
- {% bootstrap_javascript %}
+ <link rel="stylesheet" href="{% static 'css/style.css' %}">
+ <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.6.0/jquery.min.js"></script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/css/all.min.css">
</head>
- <style>
-
- .scrollit {
- overflow: auto;
- position: fixed;
- float: left;
- height: auto;
- width: 40%;
- max-width: fit-content;
- margin: 0px auto;
- }
+ <nav>
+ <div class="wrapper">
+ <div class="logo"><a href="#">Extremum</a></div>
+ <input type="radio" name="slider" id="menu-btn">
+ <input type="radio" name="slider" id="close-btn">
+ <label for="menu-btn" class="btn menu-btn"><i class="fas fa-bars"></i></label>
+ </div>
+ </nav>
+ <br>
+ <br>
+ <br>
+ <br>
+ <br>
+ <body onscroll="setScroll()" onload="setScreen()">
- .dataframe {
- font-size: 11pt;
- font-family: Arial;
- border-collapse: collapse;
- margin: 25px 0;
- font-size: 0.9em;
- }
-
- .dataframe thead tr {
- text-align: left;
- font-weight: bold;
- }
-
- .dataframe th,
- .dataframe td {
- padding: 12px 15px;
- text-align: left;
- }
-
- .dataframe tbody tr {
- border-bottom: 1px solid #dddddd;
- }
-
- .dataframe tbody tr:nth-of-type(even) {
- background-color: #f3f3f3;
- }
-
- .dataframe tbody tr:last-of-type {
- border-bottom: 2px solid #009879;
- }
-
- /* CSS */
- .button-6 {
- align-items: center;
- background-color: #FFFFFF;
- border: 1px solid rgba(0, 0, 0, 0.1);
- border-radius: .25rem;
- box-shadow: rgba(0, 0, 0, 0.02) 0 1px 3px 0;
- box-sizing: border-box;
- color: rgba(0, 0, 0, 0.85);
- cursor: pointer;
- display: inline-flex;
- font-family: system-ui,-apple-system,system-ui,"Helvetica Neue",Helvetica,Arial,sans-serif;
- font-size: 16px;
- font-weight: 600;
- justify-content: center;
- line-height: 1.25;
- margin: 0;
- min-height: 3rem;
- padding: calc(.875rem - 1px) calc(1.5rem - 1px);
- position: relative;
- text-decoration: none;
- transition: all 250ms;
- user-select: none;
- -webkit-user-select: none;
- touch-action: manipulation;
- vertical-align: baseline;
- width: auto;
- }
-
- .button-6:hover,
- .button-6:focus {
- border-color: rgba(0, 0, 0, 0.15);
- box-shadow: rgba(0, 0, 0, 0.1) 0 4px 12px;
- color: rgba(0, 0, 0, 0.65);
- }
-
- .button-6:hover {
- transform: translateY(-1px);
- }
-
- .button-6:active {
- background-color: #F0F0F1;
- border-color: rgba(0, 0, 0, 0.15);
- box-shadow: rgba(0, 0, 0, 0.06) 0 2px 4px;
- color: rgba(0, 0, 0, 0.65);
- transform: translateY(0);
- }
-
- </style>
-
- <body>
- {% block content %} {% endblock content %}
+ {% block content %}
+ {% endblock content %}
+
+ <script src="{% static 'js/hide_seek.js' %}"></script>
+ <script src="{% static 'js/slider.js' %}"></script>
+ <script src="{% static 'js/keep_scroll_on_load.js' %}"></script>
</body>
</html>