Age
int64 19
80
| Avg Monthly GB Download
int64 0
85
| Avg Monthly Long Distance Charges
float64 0
50
| Churn
int64 0
1
| Churn Category
stringclasses 5
values | Churn Reason
stringclasses 20
values | Churn Score
int64 5
96
| City
stringlengths 3
22
| CLTV
int64 2k
6.5k
| Contract
stringclasses 3
values | Country
stringclasses 1
value | Customer ID
stringlengths 10
10
| Customer Status
stringclasses 3
values | Dependents
int64 0
1
| Device Protection Plan
int64 0
1
| Gender
stringclasses 2
values | Internet Service
int64 0
1
| Internet Type
stringclasses 3
values | Lat Long
stringlengths 18
22
| Latitude
float64 32.6
42
| Longitude
float64 -124.3
-114.19
| Married
int64 0
1
| Monthly Charge
float64 18.3
119
| Multiple Lines
int64 0
1
| Number of Dependents
int64 0
8
| Number of Referrals
int64 0
11
| Offer
stringclasses 5
values | Online Backup
int64 0
1
| Online Security
int64 0
1
| Paperless Billing
int64 0
1
| Partner
int64 0
1
| Payment Method
stringclasses 3
values | Phone Service
int64 0
1
| Population
int64 11
105k
| Premium Tech Support
int64 0
1
| Quarter
stringclasses 1
value | Referred a Friend
int64 0
1
| Satisfaction Score
int64 1
5
| Senior Citizen
int64 0
1
| State
stringclasses 1
value | Streaming Movies
int64 0
1
| Streaming Music
int64 0
1
| Streaming TV
int64 0
1
| Tenure in Months
int64 1
72
| Total Charges
float64 18.8
8.67k
| Total Extra Data Charges
int64 0
150
| Total Long Distance Charges
float64 0
3.56k
| Total Refunds
float64 0
49.8
| Total Revenue
float64 21.4
12k
| Under 30
int64 0
1
| Unlimited Data
int64 0
1
| Zip Code
stringlengths 5
5
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72
| 4
| 19.44
| 0
| null | null | 51
|
San Mateo
| 4,849
|
Two Year
|
United States
|
4526-ZJJTM
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.538309, -122.305109
| 37.538309
| -122.305109
| 1
| 88.4
| 0
| 0
| 1
| null | 1
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 37,926
| 0
|
Q3
| 1
| 3
| 1
|
California
| 1
| 1
| 0
| 25
| 2,191.15
| 0
| 486
| 0
| 2,677.15
| 0
| 1
|
94403
|
27
| 59
| 45.62
| 0
| null | null | 27
|
Sutter Creek
| 3,715
|
Month-to-Month
|
United States
|
5302-BDJNT
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
38.432145, -120.77069
| 38.432145
| -120.77069
| 0
| 95.5
| 1
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 4,610
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 1
| 35
| 3,418.2
| 0
| 1,596.7
| 0
| 5,014.9
| 1
| 1
|
95685
|
59
| 0
| 16.07
| 0
| null | null | 59
|
Santa Cruz
| 5,092
|
Month-to-Month
|
United States
|
5468-BPMMO
|
Stayed
| 0
| 0
|
Male
| 0
| null |
37.007882, -122.065975
| 37.007882
| -122.065975
| 1
| 19.6
| 0
| 0
| 3
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 4,563
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 46
| 851.2
| 0
| 739.22
| 0
| 1,590.42
| 0
| 0
|
95064
|
25
| 27
| 0
| 0
| null | null | 49
|
Brea
| 2,068
|
One Year
|
United States
|
2212-LYASK
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
33.924143, -117.79387
| 33.924143
| -117.79387
| 1
| 45.85
| 0
| 0
| 3
| null | 1
| 0
| 1
| 1
|
Credit Card
| 0
| 1,408
| 0
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 0
| 27
| 1,246.4
| 30
| 0
| 0
| 1,276.4
| 1
| 0
|
92823
|
31
| 21
| 17.22
| 1
|
Dissatisfaction
|
Network reliability
| 88
|
San Jose
| 4,026
|
One Year
|
United States
|
0378-XSZPU
|
Churned
| 0
| 1
|
Male
| 1
|
Cable
|
37.311088, -121.961786
| 37.311088
| -121.961786
| 1
| 60.3
| 0
| 0
| 1
|
Offer B
| 1
| 1
| 0
| 1
|
Credit Card
| 1
| 29,914
| 0
|
Q3
| 1
| 2
| 0
|
California
| 0
| 0
| 0
| 58
| 3,563.8
| 0
| 998.76
| 0
| 4,562.56
| 0
| 1
|
95117
|
32
| 30
| 11.94
| 1
|
Competitor
|
Competitor had better devices
| 81
|
Stockton
| 5,351
|
Month-to-Month
|
United States
|
6023-YEBUP
|
Churned
| 0
| 1
|
Male
| 1
|
Cable
|
38.033219, -121.297433
| 38.033219
| -121.297433
| 0
| 100.95
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 40,611
| 0
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 1
| 3
| 329.95
| 10
| 35.82
| 0
| 375.77
| 0
| 0
|
95210
|
36
| 8
| 10.23
| 0
| null | null | 77
|
San Quentin
| 5,436
|
Month-to-Month
|
United States
|
7030-NJVDP
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.942551, -122.491642
| 37.942551
| -122.491642
| 1
| 89.25
| 0
| 0
| 2
| null | 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 6,448
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 24
| 2,210.2
| 0
| 245.52
| 0
| 2,455.72
| 0
| 1
|
94964
|
48
| 16
| 8.98
| 1
|
Price
|
Price too high
| 79
|
Mountain View
| 5,413
|
Month-to-Month
|
United States
|
7549-MYGPK
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.380662, -122.086022
| 37.380662
| -122.086022
| 1
| 100.55
| 1
| 0
| 3
|
Offer B
| 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 32,143
| 0
|
Q3
| 1
| 2
| 0
|
California
| 0
| 0
| 1
| 63
| 6,215.35
| 0
| 565.74
| 0
| 6,781.09
| 0
| 0
|
94040
|
72
| 14
| 44.81
| 0
| null | null | 75
|
Somis
| 5,388
|
Two Year
|
United States
|
2469-DTSGX
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
34.297628, -119.014627
| 34.297628
| -119.014627
| 0
| 111.65
| 1
| 0
| 0
|
Offer A
| 1
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 2,966
| 1
|
Q3
| 0
| 5
| 1
|
California
| 1
| 0
| 1
| 72
| 7,943.45
| 0
| 3,226.32
| 0
| 11,169.77
| 0
| 1
|
93066
|
54
| 12
| 14.88
| 0
| null | null | 78
|
San Diego
| 3,172
|
Month-to-Month
|
United States
|
3090-LETTY
|
Joined
| 1
| 0
|
Male
| 1
|
DSL
|
32.957195, -117.202542
| 32.957195
| -117.202542
| 0
| 60.95
| 1
| 2
| 0
| null | 1
| 1
| 0
| 0
|
Bank Withdrawal
| 1
| 28,201
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 2
| 134.6
| 0
| 29.76
| 0
| 164.36
| 0
| 1
|
92130
|
67
| 22
| 44.26
| 0
| null | null | 34
|
California City
| 2,364
|
One Year
|
United States
|
6486-LHTMA
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
35.151491, -117.927597
| 35.151491
| -117.927597
| 1
| 90.7
| 1
| 0
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 8,316
| 0
|
Q3
| 1
| 3
| 1
|
California
| 0
| 0
| 1
| 31
| 2,835.5
| 0
| 1,372.06
| 0
| 4,207.56
| 0
| 1
|
93505
|
79
| 2
| 32.62
| 0
| null | null | 58
|
West Hills
| 2,901
|
Two Year
|
United States
|
9799-CAYJJ
|
Joined
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.199787, -118.68493
| 34.199787
| -118.68493
| 1
| 69.3
| 0
| 0
| 1
|
Offer E
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 23,637
| 0
|
Q3
| 1
| 4
| 1
|
California
| 0
| 0
| 0
| 2
| 153.8
| 0
| 65.24
| 0
| 219.04
| 0
| 1
|
91307
|
20
| 71
| 26.64
| 0
| null | null | 28
|
Willow Creek
| 4,515
|
One Year
|
United States
|
7690-KPNCU
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
40.949012, -123.655847
| 40.949012
| -123.655847
| 1
| 73.05
| 0
| 0
| 5
|
Offer B
| 0
| 1
| 1
| 1
|
Credit Card
| 1
| 1,666
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 64
| 4,688.65
| 0
| 1,704.96
| 0
| 6,393.61
| 1
| 1
|
95573
|
30
| 30
| 26.26
| 1
|
Competitor
|
Competitor offered higher download speeds
| 87
|
Earlimart
| 2,876
|
Month-to-Month
|
United States
|
9576-ANLXO
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
35.858054, -119.305858
| 35.858054
| -119.305858
| 0
| 69.55
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 9,318
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 3
| 222.3
| 0
| 78.78
| 0
| 301.08
| 0
| 1
|
93219
|
72
| 23
| 11.86
| 0
| null | null | 40
|
Bridgeport
| 4,143
|
Two Year
|
United States
|
1089-HDMKP
|
Stayed
| 1
| 0
|
Male
| 1
|
Cable
|
38.184583, -119.286558
| 38.184583
| -119.286558
| 0
| 54.55
| 0
| 1
| 0
| null | 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 826
| 1
|
Q3
| 0
| 4
| 1
|
California
| 0
| 0
| 0
| 11
| 601.25
| 0
| 130.46
| 0
| 731.71
| 0
| 1
|
93517
|
62
| 7
| 30.61
| 1
|
Competitor
|
Competitor offered more data
| 87
|
Magalia
| 3,182
|
Month-to-Month
|
United States
|
1092-GANHU
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
39.933852, -121.584371
| 39.933852
| -121.584371
| 0
| 76.65
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 11,168
| 0
|
Q3
| 0
| 2
| 0
|
California
| 0
| 0
| 0
| 17
| 1,313.55
| 0
| 520.37
| 0
| 1,833.92
| 0
| 1
|
95954
|
71
| 13
| 19.14
| 0
| null | null | 30
|
Murrieta
| 5,061
|
One Year
|
United States
|
2931-VUVJN
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
33.548869, -117.334165
| 33.548869
| -117.334165
| 1
| 94.05
| 1
| 0
| 0
| null | 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 36,149
| 1
|
Q3
| 0
| 3
| 1
|
California
| 0
| 0
| 0
| 59
| 5,483.9
| 30
| 1,129.26
| 0
| 6,643.16
| 0
| 0
|
92562
|
48
| 9
| 27.41
| 0
| null | null | 50
|
Goleta
| 4,114
|
Two Year
|
United States
|
2077-DDHJK
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
34.489983, -120.091246
| 34.489983
| -120.091246
| 1
| 70.9
| 1
| 0
| 2
| null | 1
| 1
| 0
| 1
|
Credit Card
| 1
| 49,975
| 1
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 68
| 4,911.35
| 0
| 1,863.88
| 49.37
| 6,725.86
| 0
| 1
|
93117
|
22
| 59
| 2.73
| 0
| null | null | 77
|
Stockton
| 4,237
|
Two Year
|
United States
|
9114-DPSIA
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
37.965695, -121.260051
| 37.965695
| -121.260051
| 1
| 81
| 1
| 3
| 8
| null | 1
| 1
| 0
| 1
|
Credit Card
| 1
| 34,138
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 72
| 5,750
| 0
| 196.56
| 0
| 5,946.56
| 1
| 1
|
95205
|
38
| 20
| 27.89
| 1
|
Attitude
|
Attitude of support person
| 69
|
Van Nuys
| 2,699
|
Month-to-Month
|
United States
|
3494-JCHRQ
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
34.17847, -118.459472
| 34.17847
| -118.459472
| 0
| 70.05
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 23,646
| 0
|
Q3
| 0
| 2
| 0
|
California
| 0
| 0
| 0
| 1
| 70.05
| 0
| 27.89
| 0
| 97.94
| 0
| 1
|
91411
|
46
| 0
| 43.8
| 0
| null | null | 46
|
El Centro
| 4,691
|
One Year
|
United States
|
2277-AXSDC
|
Stayed
| 0
| 0
|
Female
| 0
| null |
32.770393, -115.60915
| 32.770393
| -115.60915
| 0
| 19.75
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 43,712
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 32
| 624.15
| 0
| 1,401.6
| 0
| 2,025.75
| 0
| 0
|
92243
|
47
| 3
| 17.07
| 0
| null | null | 28
|
Placerville
| 4,592
|
Month-to-Month
|
United States
|
1928-BXYIV
|
Joined
| 0
| 0
|
Male
| 1
|
DSL
|
38.733714, -120.795213
| 38.733714
| -120.795213
| 0
| 61.15
| 1
| 0
| 0
|
Offer E
| 1
| 1
| 0
| 0
|
Bank Withdrawal
| 1
| 34,146
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 1
| 61.15
| 0
| 17.07
| 0
| 78.22
| 0
| 1
|
95667
|
48
| 20
| 38.5
| 0
| null | null | 62
|
Culver City
| 2,651
|
Month-to-Month
|
United States
|
7326-RIGQZ
|
Stayed
| 1
| 0
|
Male
| 1
|
Fiber Optic
|
33.993991, -118.39704
| 33.993991
| -118.39704
| 1
| 69.8
| 0
| 3
| 9
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 31,963
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 6
| 377.85
| 0
| 231
| 0
| 608.85
| 0
| 1
|
90230
|
68
| 19
| 8.97
| 1
|
Attitude
|
Attitude of support person
| 91
|
Forbestown
| 5,166
|
Month-to-Month
|
United States
|
8634-MPHTR
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
39.531028, -121.24807
| 39.531028
| -121.24807
| 1
| 100.05
| 1
| 0
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 452
| 0
|
Q3
| 1
| 1
| 1
|
California
| 1
| 0
| 1
| 47
| 4,871.05
| 0
| 421.59
| 0
| 5,292.64
| 0
| 1
|
95941
|
48
| 0
| 19.28
| 0
| null | null | 57
|
Huntington Park
| 5,190
|
Two Year
|
United States
|
0064-SUDOG
|
Stayed
| 1
| 0
|
Female
| 0
| null |
33.97803, -118.217141
| 33.97803
| -118.217141
| 1
| 20.3
| 0
| 3
| 3
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 78,114
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 12
| 224.5
| 0
| 231.36
| 0
| 455.86
| 0
| 0
|
90255
|
60
| 0
| 47.46
| 0
| null | null | 53
|
Chester
| 3,142
|
Month-to-Month
|
United States
|
6972-SNKKW
|
Stayed
| 0
| 0
|
Female
| 0
| null |
40.243494, -121.154733
| 40.243494
| -121.154733
| 0
| 20
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Mailed Check
| 1
| 2,664
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 6
| 109.2
| 0
| 284.76
| 0
| 393.96
| 0
| 0
|
96020
|
50
| 28
| 22.05
| 1
|
Attitude
|
Attitude of support person
| 71
|
Hawthorne
| 4,017
|
Month-to-Month
|
United States
|
3877-JRJIP
|
Churned
| 0
| 0
|
Male
| 1
|
Cable
|
33.914775, -118.348083
| 33.914775
| -118.348083
| 0
| 59.85
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 93,315
| 0
|
Q3
| 0
| 2
| 0
|
California
| 0
| 0
| 1
| 1
| 59.85
| 0
| 22.05
| 0
| 81.9
| 0
| 1
|
90250
|
80
| 5
| 28.64
| 1
|
Competitor
|
Competitor made better offer
| 72
|
Escondido
| 5,345
|
Month-to-Month
|
United States
|
7409-KIUTL
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
33.141265, -116.967221
| 33.141265
| -116.967221
| 0
| 71
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 48,690
| 0
|
Q3
| 0
| 3
| 1
|
California
| 0
| 0
| 0
| 1
| 71
| 0
| 28.64
| 0
| 99.64
| 0
| 1
|
92027
|
76
| 10
| 42.29
| 0
| null | null | 34
|
Cathedral City
| 2,677
|
One Year
|
United States
|
3951-NJCVI
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
33.829583, -116.474131
| 33.829583
| -116.474131
| 1
| 95.05
| 1
| 0
| 10
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 43,141
| 0
|
Q3
| 1
| 4
| 1
|
California
| 1
| 0
| 1
| 42
| 3,944.5
| 100
| 1,776.18
| 0
| 5,820.68
| 0
| 0
|
92234
|
34
| 0
| 40.91
| 0
| null | null | 79
|
Santa Barbara
| 4,311
|
Two Year
|
United States
|
8285-ABVLB
|
Stayed
| 0
| 0
|
Female
| 0
| null |
34.438581, -119.685368
| 34.438581
| -119.685368
| 1
| 19.85
| 0
| 0
| 0
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 20,893
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 70
| 1,328.35
| 0
| 2,863.7
| 33.29
| 4,158.76
| 0
| 0
|
93103
|
30
| 30
| 17.22
| 1
|
Other
|
Don't know
| 80
|
Elk Grove
| 5,944
|
Month-to-Month
|
United States
|
0637-KVDLV
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
38.35363, -121.44195
| 38.35363
| -121.44195
| 0
| 76.5
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 47,065
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 2
| 162.45
| 0
| 34.44
| 0
| 196.89
| 0
| 1
|
95758
|
50
| 11
| 35.49
| 1
|
Competitor
|
Competitor made better offer
| 65
|
San Dimas
| 3,585
|
Month-to-Month
|
United States
|
0260-ZDLGK
|
Churned
| 1
| 1
|
Female
| 1
|
Cable
|
34.102119, -117.815532
| 34.102119
| -117.815532
| 0
| 72.9
| 0
| 2
| 0
| null | 0
| 0
| 1
| 0
|
Credit Card
| 1
| 33,878
| 1
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 1
| 9
| 651.4
| 0
| 319.41
| 0
| 970.81
| 0
| 1
|
91773
|
28
| 52
| 35.2
| 0
| null | null | 23
|
Cedar Glen
| 5,605
|
Month-to-Month
|
United States
|
1548-ARAGG
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
34.255203, -117.175654
| 34.255203
| -117.175654
| 1
| 58.5
| 1
| 3
| 9
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 455
| 1
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 4
| 224.85
| 0
| 140.8
| 0
| 365.65
| 1
| 1
|
92321
|
46
| 0
| 44.84
| 0
| null | null | 52
|
Los Angeles
| 6,334
|
Two Year
|
United States
|
1987-AUELQ
|
Stayed
| 0
| 0
|
Female
| 0
| null |
34.028735, -118.317236
| 34.028735
| -118.317236
| 1
| 25.05
| 1
| 0
| 0
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 47,143
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 71
| 1,873.7
| 0
| 3,183.64
| 0
| 5,057.34
| 0
| 0
|
90018
|
69
| 19
| 45.88
| 1
|
Competitor
|
Competitor made better offer
| 90
|
San Diego
| 2,482
|
Month-to-Month
|
United States
|
2684-EIWEO
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
32.961064, -117.134917
| 32.961064
| -117.134917
| 0
| 91.7
| 1
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Credit Card
| 1
| 47,224
| 0
|
Q3
| 0
| 1
| 1
|
California
| 0
| 0
| 0
| 30
| 2,758.15
| 0
| 1,376.4
| 0
| 4,134.55
| 0
| 1
|
92129
|
35
| 56
| 12.96
| 0
| null | null | 54
|
Plymouth
| 4,480
|
Two Year
|
United States
|
1027-LKKQQ
|
Stayed
| 1
| 1
|
Female
| 1
|
DSL
|
38.489273, -120.891614
| 38.489273
| -120.891614
| 1
| 80.45
| 0
| 3
| 3
| null | 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 2,220
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 72
| 5,886.85
| 0
| 933.12
| 0
| 6,819.97
| 0
| 1
|
95669
|
37
| 14
| 2.72
| 0
| null | null | 38
|
Ione
| 2,388
|
Month-to-Month
|
United States
|
3717-OEAUQ
|
Joined
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
38.33788, -120.954202
| 38.33788
| -120.954202
| 0
| 70.7
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 9,752
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 2
| 129.2
| 10
| 5.44
| 0
| 144.64
| 0
| 0
|
95640
|
60
| 0
| 18.64
| 0
| null | null | 33
|
Somes Bar
| 3,828
|
Two Year
|
United States
|
7033-CLAMM
|
Stayed
| 1
| 0
|
Female
| 0
| null |
41.444606, -123.471895
| 41.444606
| -123.471895
| 1
| 20.2
| 0
| 2
| 6
|
Offer B
| 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 202
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 48
| 1,027.25
| 0
| 894.72
| 0
| 1,921.97
| 0
| 0
|
95568
|
39
| 6
| 14.07
| 1
|
Attitude
|
Attitude of service provider
| 95
|
Boulder Creek
| 2,187
|
Month-to-Month
|
United States
|
1143-NMNQJ
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
37.171727, -122.142961
| 37.171727
| -122.142961
| 0
| 85.7
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 10,520
| 0
|
Q3
| 0
| 2
| 0
|
California
| 1
| 1
| 0
| 2
| 169.8
| 0
| 28.14
| 0
| 197.94
| 0
| 1
|
95006
|
35
| 13
| 22.33
| 1
|
Other
|
Don't know
| 71
|
Los Angeles
| 2,039
|
Month-to-Month
|
United States
|
6839-ITVZJ
|
Churned
| 0
| 0
|
Female
| 1
|
DSL
|
34.002642, -118.287596
| 34.002642
| -118.287596
| 1
| 60.05
| 1
| 0
| 1
| null | 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 56,709
| 1
|
Q3
| 1
| 2
| 0
|
California
| 0
| 0
| 0
| 26
| 1,616.15
| 0
| 580.58
| 0
| 2,196.73
| 0
| 1
|
90037
|
20
| 27
| 26.63
| 0
| null | null | 24
|
Esparto
| 5,611
|
Month-to-Month
|
United States
|
8082-GHXOP
|
Stayed
| 1
| 0
|
Male
| 1
|
DSL
|
38.834469, -122.127193
| 38.834469
| -122.127193
| 0
| 44
| 0
| 1
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 2,756
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 1
| 0
| 13
| 659.35
| 0
| 346.19
| 0
| 1,005.54
| 1
| 1
|
95627
|
59
| 76
| 29.5
| 0
| null | null | 23
|
Sacramento
| 6,123
|
One Year
|
United States
|
3569-VLDHH
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
38.517295, -121.439819
| 38.517295
| -121.439819
| 1
| 75.1
| 0
| 3
| 0
|
Offer A
| 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 30,580
| 1
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 66
| 5,013
| 0
| 1,947
| 0
| 6,960
| 0
| 1
|
95824
|
27
| 0
| 43.5
| 0
| null | null | 34
|
Thousand Palms
| 3,854
|
Month-to-Month
|
United States
|
3061-BCKYI
|
Stayed
| 0
| 0
|
Male
| 0
| null |
33.849263, -116.382778
| 33.849263
| -116.382778
| 0
| 19.9
| 0
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 6,242
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 14
| 283.75
| 0
| 609
| 0
| 892.75
| 1
| 0
|
92276
|
39
| 13
| 35.18
| 1
|
Competitor
|
Competitor had better devices
| 65
|
Lebec
| 3,972
|
Month-to-Month
|
United States
|
6424-ELEYH
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.845861, -118.885163
| 34.845861
| -118.885163
| 1
| 74.75
| 1
| 0
| 1
|
Offer E
| 0
| 0
| 1
| 1
|
Credit Card
| 1
| 1,247
| 0
|
Q3
| 1
| 1
| 0
|
California
| 0
| 0
| 0
| 3
| 229.5
| 0
| 105.54
| 0
| 335.04
| 0
| 1
|
93243
|
63
| 20
| 27
| 0
| null | null | 36
|
Newark
| 4,634
|
Two Year
|
United States
|
9018-PCIOK
|
Stayed
| 0
| 1
|
Female
| 1
|
Cable
|
37.504133, -122.032347
| 37.504133
| -122.032347
| 0
| 64.75
| 0
| 0
| 0
|
Offer B
| 1
| 0
| 1
| 0
|
Mailed Check
| 1
| 42,491
| 0
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 0
| 55
| 3,617.1
| 0
| 1,485
| 0
| 5,102.1
| 0
| 1
|
94560
|
71
| 21
| 0
| 0
| null | null | 80
|
Greenville
| 6,285
|
Month-to-Month
|
United States
|
3256-EZDBI
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
40.160386, -120.835428
| 40.160386
| -120.835428
| 1
| 29.45
| 0
| 0
| 1
|
Offer B
| 1
| 0
| 1
| 1
|
Credit Card
| 0
| 2,064
| 0
|
Q3
| 1
| 4
| 1
|
California
| 0
| 0
| 0
| 51
| 1,459.35
| 0
| 0
| 0
| 1,459.35
| 0
| 1
|
95947
|
38
| 30
| 0
| 0
| null | null | 53
|
Fiddletown
| 4,507
|
Two Year
|
United States
|
3249-VHRIP
|
Stayed
| 0
| 1
|
Female
| 1
|
Cable
|
38.513484, -120.704613
| 38.513484
| -120.704613
| 0
| 43.6
| 0
| 0
| 0
|
Offer B
| 1
| 0
| 1
| 0
|
Credit Card
| 0
| 850
| 0
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 0
| 62
| 2,748.7
| 0
| 0
| 0
| 2,748.7
| 0
| 1
|
95629
|
76
| 15
| 3.42
| 0
| null | null | 49
|
Glendale
| 2,768
|
Two Year
|
United States
|
2921-XWDJH
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.167926, -118.267539
| 34.167926
| -118.267539
| 1
| 83.45
| 0
| 0
| 0
| null | 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 21,990
| 0
|
Q3
| 0
| 3
| 1
|
California
| 1
| 0
| 0
| 38
| 3,147.15
| 0
| 129.96
| 24.98
| 3,252.13
| 0
| 1
|
91202
|
76
| 9
| 0
| 0
| null | null | 68
|
Loomis
| 5,295
|
Two Year
|
United States
|
5456-ITGIC
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
38.809175, -121.171375
| 38.809175
| -121.171375
| 1
| 64.45
| 0
| 0
| 9
| null | 1
| 1
| 1
| 1
|
Credit Card
| 0
| 11,191
| 1
|
Q3
| 1
| 5
| 1
|
California
| 1
| 1
| 1
| 72
| 4,641.1
| 0
| 0
| 0
| 4,641.1
| 0
| 1
|
95650
|
62
| 20
| 44
| 0
| null | null | 50
|
San Bernardino
| 6,202
|
Two Year
|
United States
|
7971-HLVXI
|
Stayed
| 1
| 0
|
Male
| 1
|
Fiber Optic
|
34.183286, -117.221722
| 34.183286
| -117.221722
| 1
| 84.5
| 1
| 2
| 4
|
Offer A
| 0
| 0
| 1
| 1
|
Credit Card
| 1
| 53,636
| 0
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 0
| 72
| 6,130.85
| 0
| 3,168
| 0
| 9,298.85
| 0
| 1
|
92404
|
44
| 0
| 10.83
| 0
| null | null | 30
|
Redondo Beach
| 5,946
|
Two Year
|
United States
|
3662-FXJFO
|
Stayed
| 0
| 0
|
Female
| 0
| null |
33.873395, -118.37019
| 33.873395
| -118.37019
| 0
| 20.5
| 0
| 0
| 0
|
Offer B
| 0
| 0
| 1
| 0
|
Credit Card
| 1
| 37,322
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 54
| 1,035.7
| 0
| 584.82
| 0
| 1,620.52
| 0
| 0
|
90278
|
74
| 4
| 46.5
| 1
|
Dissatisfaction
|
Limited range of services
| 84
|
Paskenta
| 4,990
|
Month-to-Month
|
United States
|
7779-LGOVN
|
Churned
| 0
| 0
|
Male
| 1
|
Cable
|
39.884395, -122.587513
| 39.884395
| -122.587513
| 1
| 86.65
| 1
| 0
| 2
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 263
| 0
|
Q3
| 1
| 1
| 1
|
California
| 1
| 0
| 0
| 10
| 856.65
| 0
| 465
| 0
| 1,321.65
| 0
| 1
|
96074
|
66
| 28
| 45.37
| 0
| null | null | 23
|
Roseville
| 6,019
|
One Year
|
United States
|
2480-EJWYP
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
38.784329, -121.373245
| 38.784329
| -121.373245
| 1
| 97.8
| 1
| 0
| 5
|
Offer B
| 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 25,418
| 0
|
Q3
| 1
| 3
| 1
|
California
| 1
| 0
| 1
| 58
| 5,458.8
| 0
| 2,631.46
| 0
| 8,090.26
| 0
| 1
|
95747
|
33
| 10
| 33.82
| 0
| null | null | 75
|
Roseville
| 5,870
|
One Year
|
United States
|
7544-ZVIKX
|
Stayed
| 1
| 1
|
Male
| 1
|
Fiber Optic
|
38.759751, -121.288545
| 38.759751
| -121.288545
| 1
| 105.05
| 1
| 2
| 2
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 30,614
| 1
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 1
| 58
| 6,004.85
| 0
| 1,961.56
| 0
| 7,966.41
| 0
| 1
|
95678
|
58
| 21
| 1.88
| 0
| null | null | 47
|
San Diego
| 4,521
|
Month-to-Month
|
United States
|
6257-RJOHI
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
32.76501, -117.19938
| 32.76501
| -117.19938
| 0
| 50.8
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Credit Card
| 1
| 24,169
| 1
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 4
| 202.3
| 0
| 7.52
| 0
| 209.82
| 0
| 1
|
92110
|
59
| 26
| 0
| 1
|
Dissatisfaction
|
Product dissatisfaction
| 82
|
Deer Park
| 5,474
|
Month-to-Month
|
United States
|
2011-TRQYE
|
Churned
| 0
| 1
|
Male
| 1
|
DSL
|
38.554383, -122.474773
| 38.554383
| -122.474773
| 0
| 33.5
| 0
| 0
| 0
|
Offer D
| 1
| 0
| 1
| 0
|
Credit Card
| 0
| 223
| 0
|
Q3
| 0
| 2
| 0
|
California
| 0
| 0
| 0
| 18
| 600
| 0
| 0
| 0
| 600
| 0
| 1
|
94576
|
60
| 0
| 47.33
| 0
| null | null | 79
|
Baker
| 5,448
|
One Year
|
United States
|
5789-LDFXO
|
Stayed
| 0
| 0
|
Male
| 0
| null |
35.28952, -116.092214
| 35.28952
| -116.092214
| 0
| 24.6
| 1
| 0
| 0
|
Offer C
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 904
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 24
| 592.65
| 0
| 1,135.92
| 0
| 1,728.57
| 0
| 0
|
92309
|
19
| 59
| 37.32
| 0
| null | null | 68
|
Escondido
| 4,081
|
One Year
|
United States
|
6352-GIGGQ
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
33.141265, -116.967221
| 33.141265
| -116.967221
| 0
| 88.8
| 1
| 0
| 0
|
Offer A
| 1
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 48,690
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 67
| 5,903.15
| 0
| 2,500.44
| 0
| 8,403.59
| 1
| 1
|
92027
|
47
| 26
| 4.34
| 0
| null | null | 35
|
Groveland
| 2,709
|
One Year
|
United States
|
6807-SIWJI
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.902968, -119.667544
| 37.902968
| -119.667544
| 0
| 104.85
| 1
| 0
| 0
|
Offer C
| 1
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 3,680
| 0
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 1
| 38
| 3,887.25
| 0
| 164.92
| 0
| 4,052.17
| 0
| 1
|
95321
|
54
| 0
| 15.51
| 1
|
Dissatisfaction
|
Limited range of services
| 90
|
Encino
| 5,527
|
Month-to-Month
|
United States
|
0426-TIRNE
|
Churned
| 0
| 0
|
Female
| 0
| null |
34.150354, -118.518292
| 34.150354
| -118.518292
| 0
| 20.9
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 27,614
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 1
| 20.9
| 0
| 15.51
| 0
| 36.41
| 0
| 0
|
91316
|
56
| 30
| 29.29
| 0
| null | null | 76
|
Raisin City
| 5,219
|
Two Year
|
United States
|
4291-TPNFG
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
36.594542, -119.905245
| 36.594542
| -119.905245
| 1
| 82.3
| 1
| 0
| 1
|
Offer A
| 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 265
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 72
| 5,980.55
| 140
| 2,108.88
| 0
| 8,229.43
| 0
| 0
|
93652
|
63
| 3
| 44.73
| 1
|
Competitor
|
Competitor made better offer
| 75
|
Fallbrook
| 5,861
|
Month-to-Month
|
United States
|
3746-EUBYR
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
33.362575, -117.299644
| 33.362575
| -117.299644
| 1
| 74.6
| 1
| 0
| 1
|
Offer E
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 42,239
| 0
|
Q3
| 1
| 1
| 0
|
California
| 0
| 0
| 0
| 1
| 74.6
| 0
| 44.73
| 0
| 119.33
| 0
| 1
|
92028
|
63
| 10
| 20.13
| 0
| null | null | 79
|
San Mateo
| 5,056
|
Month-to-Month
|
United States
|
9362-MWODR
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
37.556094, -122.272437
| 37.556094
| -122.272437
| 0
| 64.1
| 0
| 1
| 0
| null | 0
| 1
| 1
| 0
|
Credit Card
| 1
| 31,882
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 1
| 40
| 2,460.35
| 0
| 805.2
| 0
| 3,265.55
| 0
| 1
|
94404
|
58
| 57
| 0
| 0
| null | null | 27
|
Cottonwood
| 2,898
|
Two Year
|
United States
|
7321-ZNSLA
|
Stayed
| 1
| 0
|
Male
| 1
|
DSL
|
40.336392, -122.448533
| 40.336392
| -122.448533
| 1
| 40.55
| 0
| 3
| 0
| null | 1
| 1
| 0
| 1
|
Credit Card
| 0
| 12,348
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 13
| 590.35
| 0
| 0
| 0
| 590.35
| 0
| 1
|
96022
|
26
| 85
| 21.45
| 0
| null | null | 43
|
Benicia
| 4,908
|
One Year
|
United States
|
0565-JUPYD
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
38.113533, -122.11926
| 38.113533
| -122.11926
| 0
| 104.5
| 1
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Credit Card
| 1
| 25,578
| 1
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 63
| 6,590.8
| 0
| 1,351.35
| 0
| 7,942.15
| 1
| 1
|
94510
|
68
| 13
| 15.82
| 0
| null | null | 71
|
Berry Creek
| 4,032
|
Two Year
|
United States
|
8336-TAVKX
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
39.657228, -121.37778
| 39.657228
| -121.37778
| 1
| 78.45
| 1
| 0
| 10
| null | 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 1,279
| 1
|
Q3
| 1
| 3
| 1
|
California
| 1
| 1
| 0
| 72
| 5,682.25
| 0
| 1,139.04
| 0
| 6,821.29
| 0
| 1
|
95916
|
33
| 20
| 43.14
| 0
| null | null | 46
|
Paicines
| 6,183
|
Month-to-Month
|
United States
|
3086-RUCRN
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
36.525703, -120.952122
| 36.525703
| -120.952122
| 0
| 103.1
| 1
| 0
| 0
|
Offer A
| 1
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 813
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 0
| 66
| 6,595
| 0
| 2,847.24
| 0
| 9,442.24
| 0
| 1
|
95043
|
49
| 28
| 0
| 0
| null | null | 42
|
Yuba City
| 4,051
|
Two Year
|
United States
|
3745-HRPHI
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
39.075694, -121.70606
| 39.075694
| -121.70606
| 1
| 54.65
| 0
| 3
| 0
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 0
| 27,786
| 1
|
Q3
| 0
| 5
| 0
|
California
| 1
| 1
| 1
| 66
| 3,632
| 0
| 0
| 46.75
| 3,585.25
| 0
| 1
|
95993
|
58
| 7
| 0
| 0
| null | null | 20
|
Sunset Beach
| 3,100
|
Two Year
|
United States
|
9928-BZVLZ
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
33.719221, -118.073596
| 33.719221
| -118.073596
| 0
| 49.85
| 0
| 0
| 0
|
Offer D
| 0
| 1
| 0
| 0
|
Credit Card
| 0
| 1,107
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 0
| 12
| 552.1
| 0
| 0
| 0
| 552.1
| 0
| 1
|
90742
|
20
| 85
| 42.59
| 0
| null | null | 38
|
Bakersfield
| 5,816
|
Two Year
|
United States
|
0674-GCDXG
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
35.559617, -118.925185
| 35.559617
| -118.925185
| 0
| 71.9
| 1
| 0
| 0
|
Offer B
| 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 44,915
| 1
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 0
| 63
| 4,479.2
| 0
| 2,683.17
| 0
| 7,162.37
| 1
| 1
|
93308
|
42
| 27
| 38.53
| 0
| null | null | 24
|
Warner Springs
| 3,972
|
Two Year
|
United States
|
9027-TMATR
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
33.323705, -116.626907
| 33.323705
| -116.626907
| 1
| 78.8
| 0
| 0
| 1
| null | 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 1,205
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 43
| 3,460.3
| 0
| 1,656.79
| 24.9
| 5,092.19
| 0
| 1
|
92086
|
30
| 59
| 31.67
| 1
|
Dissatisfaction
|
Network reliability
| 93
|
Soulsbyville
| 4,533
|
Month-to-Month
|
United States
|
4910-AQFFX
|
Churned
| 0
| 1
|
Male
| 1
|
Cable
|
37.990574, -120.261821
| 37.990574
| -120.261821
| 1
| 79.35
| 1
| 0
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 1,519
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 9
| 661.25
| 10
| 285.03
| 0
| 956.28
| 0
| 0
|
95372
|
50
| 12
| 13.69
| 0
| null | null | 41
|
Folsom
| 2,886
|
One Year
|
United States
|
3736-BLEPA
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
38.672638, -121.147403
| 38.672638
| -121.147403
| 0
| 91.25
| 0
| 0
| 0
|
Offer C
| 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 51,855
| 1
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 1
| 28
| 2,483.65
| 0
| 383.32
| 0
| 2,866.97
| 0
| 1
|
95630
|
56
| 19
| 39.07
| 0
| null | null | 80
|
Heber
| 5,266
|
Two Year
|
United States
|
9220-CXRSC
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
32.730583, -115.501083
| 32.730583
| -115.501083
| 1
| 61.4
| 1
| 2
| 10
| null | 0
| 1
| 0
| 1
|
Credit Card
| 1
| 3,535
| 1
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 69
| 4,059.85
| 0
| 2,695.83
| 0
| 6,755.68
| 0
| 1
|
92249
|
76
| 19
| 38.85
| 0
| null | null | 28
|
Mi Wuk Village
| 5,269
|
Two Year
|
United States
|
2452-KDRRH
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
38.121601, -120.133915
| 38.121601
| -120.133915
| 0
| 101.4
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Credit Card
| 1
| 1,278
| 0
|
Q3
| 0
| 4
| 1
|
California
| 1
| 0
| 1
| 67
| 6,841.05
| 0
| 2,602.95
| 0
| 9,444
| 0
| 1
|
95346
|
23
| 0
| 16.42
| 0
| null | null | 24
|
San Francisco
| 4,501
|
One Year
|
United States
|
7471-WNSUF
|
Stayed
| 0
| 0
|
Male
| 0
| null |
37.776718, -122.495781
| 37.776718
| -122.495781
| 1
| 24.15
| 1
| 0
| 1
|
Offer B
| 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 42,476
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 60
| 1,505.9
| 0
| 985.2
| 0
| 2,491.1
| 1
| 0
|
94121
|
22
| 51
| 18.62
| 0
| null | null | 33
|
Elk
| 5,870
|
Month-to-Month
|
United States
|
9992-UJOEL
|
Joined
| 0
| 0
|
Male
| 1
|
DSL
|
39.108252, -123.645121
| 39.108252
| -123.645121
| 0
| 50.3
| 0
| 0
| 0
|
Offer E
| 1
| 0
| 1
| 0
|
Credit Card
| 1
| 383
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 2
| 92.75
| 0
| 37.24
| 0
| 129.99
| 1
| 1
|
95432
|
50
| 21
| 0
| 1
|
Competitor
|
Competitor had better devices
| 78
|
Glendale
| 2,933
|
Month-to-Month
|
United States
|
5204-QZXPU
|
Churned
| 0
| 1
|
Male
| 1
|
DSL
|
34.13658, -118.245839
| 34.13658
| -118.245839
| 0
| 39.65
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 41,390
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 1
| 19
| 733.35
| 0
| 0
| 0
| 733.35
| 0
| 1
|
91205
|
44
| 24
| 44.14
| 0
| null | null | 51
|
Bass Lake
| 5,962
|
Month-to-Month
|
United States
|
9481-SFCQY
|
Stayed
| 1
| 1
|
Female
| 1
|
DSL
|
37.458367, -119.345011
| 37.458367
| -119.345011
| 0
| 59.8
| 0
| 1
| 0
|
Offer D
| 0
| 0
| 1
| 0
|
Credit Card
| 1
| 613
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 14
| 824.85
| 0
| 617.96
| 0
| 1,442.81
| 0
| 1
|
93604
|
41
| 19
| 14.64
| 0
| null | null | 49
|
Santa Margarita
| 5,284
|
Month-to-Month
|
United States
|
1247-QBVSH
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
35.303926, -120.256567
| 35.303926
| -120.256567
| 1
| 50.2
| 0
| 2
| 1
|
Offer B
| 1
| 0
| 0
| 1
|
Mailed Check
| 1
| 2,687
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 43
| 2,169.4
| 0
| 629.52
| 0
| 2,798.92
| 0
| 1
|
93453
|
47
| 6
| 44.45
| 0
| null | null | 61
|
Stirling City
| 5,870
|
One Year
|
United States
|
6478-HRRCZ
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
39.904002, -121.527823
| 39.904002
| -121.527823
| 1
| 70.5
| 0
| 0
| 7
| null | 1
| 1
| 0
| 1
|
Credit Card
| 1
| 28
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 0
| 32
| 2,201.75
| 0
| 1,422.4
| 0
| 3,624.15
| 0
| 1
|
95978
|
61
| 0
| 33.92
| 0
| null | null | 41
|
San Jose
| 5,475
|
Two Year
|
United States
|
9838-BFCQT
|
Stayed
| 1
| 0
|
Male
| 0
| null |
37.218705, -121.762429
| 37.218705
| -121.762429
| 1
| 26.1
| 1
| 2
| 2
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 7,023
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 72
| 1,851.45
| 0
| 2,442.24
| 0
| 4,293.69
| 0
| 0
|
95139
|
75
| 25
| 1.92
| 0
| null | null | 47
|
Avila Beach
| 3,728
|
Two Year
|
United States
|
7268-IGMFD
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
35.186644, -120.728305
| 35.186644
| -120.728305
| 0
| 93.9
| 1
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 812
| 1
|
Q3
| 0
| 4
| 1
|
California
| 0
| 0
| 1
| 18
| 1,743.9
| 0
| 34.56
| 0
| 1,778.46
| 0
| 1
|
93424
|
43
| 12
| 31.31
| 0
| null | null | 29
|
Temecula
| 4,770
|
One Year
|
United States
|
0750-EBAIU
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
33.475493, -117.219551
| 33.475493
| -117.219551
| 0
| 91.25
| 0
| 0
| 0
|
Offer B
| 0
| 1
| 0
| 0
|
Bank Withdrawal
| 1
| 3,070
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 1
| 52
| 4,738.3
| 0
| 1,628.12
| 0
| 6,366.42
| 0
| 1
|
92590
|
29
| 0
| 3.58
| 0
| null | null | 36
|
Bellflower
| 4,761
|
One Year
|
United States
|
0428-AXXLJ
|
Stayed
| 0
| 0
|
Male
| 0
| null |
33.887676, -118.127289
| 33.887676
| -118.127289
| 0
| 19.5
| 0
| 0
| 0
|
Offer C
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 72,893
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 25
| 516.3
| 0
| 89.5
| 0
| 605.8
| 1
| 0
|
90706
|
75
| 18
| 26.82
| 0
| null | null | 79
|
Chula Vista
| 4,368
|
One Year
|
United States
|
5820-PTRYM
|
Stayed
| 0
| 1
|
Female
| 1
|
Cable
|
32.64164, -116.985026
| 32.64164
| -116.985026
| 1
| 68.45
| 1
| 0
| 1
| null | 1
| 1
| 1
| 1
|
Credit Card
| 1
| 12,884
| 1
|
Q3
| 1
| 4
| 1
|
California
| 0
| 0
| 0
| 56
| 4,014
| 0
| 1,501.92
| 0
| 5,515.92
| 0
| 1
|
91913
|
21
| 48
| 23.52
| 0
| null | null | 27
|
Sunol
| 4,799
|
Month-to-Month
|
United States
|
3234-VKACU
|
Joined
| 0
| 0
|
Male
| 1
|
DSL
|
37.587494, -121.862856
| 37.587494
| -121.862856
| 0
| 70.3
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 790
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 2
| 132.4
| 0
| 47.04
| 0
| 179.44
| 1
| 1
|
94586
|
42
| 21
| 8.29
| 0
| null | null | 46
|
Rio Linda
| 4,080
|
Month-to-Month
|
United States
|
5309-TAIKL
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
38.688764, -121.457596
| 38.688764
| -121.457596
| 0
| 62.8
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 14,010
| 1
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 0
| 7
| 418.3
| 0
| 58.03
| 0
| 476.33
| 0
| 1
|
95673
|
30
| 53
| 0
| 1
|
Dissatisfaction
|
Limited range of services
| 82
|
South Dos Palos
| 2,967
|
Month-to-Month
|
United States
|
6834-NXDCA
|
Churned
| 0
| 0
|
Female
| 1
|
DSL
|
36.959731, -120.653519
| 36.959731
| -120.653519
| 0
| 23.9
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 343
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 13
| 300.8
| 0
| 0
| 0
| 300.8
| 0
| 1
|
93665
|
59
| 18
| 47.64
| 0
| null | null | 32
|
Norwalk
| 5,087
|
Two Year
|
United States
|
4622-YNKIJ
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
33.905963, -118.08263
| 33.905963
| -118.08263
| 0
| 88.95
| 0
| 0
| 0
|
Offer C
| 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 103,214
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 1
| 33
| 3,027.65
| 0
| 1,572.12
| 0
| 4,599.77
| 0
| 1
|
90650
|
45
| 25
| 22.52
| 0
| null | null | 27
|
Brookdale
| 5,154
|
One Year
|
United States
|
1169-SAOCL
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.106902, -122.100006
| 37.106902
| -122.100006
| 0
| 106.65
| 1
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 1,007
| 1
|
Q3
| 0
| 5
| 0
|
California
| 1
| 1
| 1
| 49
| 5,168.1
| 130
| 1,103.48
| 0
| 6,401.58
| 0
| 0
|
95007
|
77
| 19
| 6.97
| 1
|
Competitor
|
Competitor made better offer
| 69
|
Lewiston
| 5,374
|
Month-to-Month
|
United States
|
9391-EOYLI
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
40.704293, -122.803899
| 40.704293
| -122.803899
| 1
| 80.45
| 0
| 0
| 1
|
Offer D
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 1,845
| 0
|
Q3
| 1
| 2
| 1
|
California
| 1
| 0
| 0
| 12
| 950.2
| 0
| 83.64
| 0
| 1,033.84
| 0
| 1
|
96052
|
48
| 4
| 19.22
| 0
| null | null | 54
|
Milford
| 4,968
|
One Year
|
United States
|
0330-BGYZE
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
40.181279, -120.392967
| 40.181279
| -120.392967
| 1
| 102.5
| 1
| 0
| 8
|
Offer B
| 1
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 481
| 0
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 1
| 60
| 6,157.6
| 0
| 1,153.2
| 0
| 7,310.8
| 0
| 1
|
96121
|
42
| 26
| 10.9
| 0
| null | null | 57
|
Bakersfield
| 6,005
|
Two Year
|
United States
|
5067-WJEUN
|
Stayed
| 1
| 0
|
Male
| 1
|
Cable
|
35.559617, -118.925185
| 35.559617
| -118.925185
| 1
| 54.2
| 0
| 2
| 1
|
Offer A
| 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 44,915
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 67
| 3,838.2
| 10
| 730.3
| 0
| 4,578.5
| 0
| 0
|
93308
|
76
| 19
| 34.39
| 0
| null | null | 31
|
Bakersfield
| 3,104
|
One Year
|
United States
|
8329-UTMVM
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
35.140938, -119.051348
| 35.140938
| -119.051348
| 0
| 104.65
| 1
| 0
| 0
|
Offer C
| 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 25,126
| 1
|
Q3
| 0
| 4
| 1
|
California
| 1
| 0
| 1
| 27
| 2,964
| 0
| 928.53
| 0
| 3,892.53
| 0
| 1
|
93313
|
21
| 73
| 32.08
| 1
|
Other
|
Don't know
| 74
|
Concord
| 3,700
|
Month-to-Month
|
United States
|
9448-REEVD
|
Churned
| 0
| 0
|
Male
| 1
|
DSL
|
38.013825, -122.039144
| 38.013825
| -122.039144
| 1
| 44.7
| 0
| 0
| 1
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 36,186
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 1
| 0
| 1
| 44.7
| 0
| 32.08
| 0
| 76.78
| 1
| 1
|
94520
|
80
| 17
| 39.51
| 0
| null | null | 57
|
Los Angeles
| 3,711
|
Month-to-Month
|
United States
|
3411-WLRSQ
|
Joined
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.088017, -118.327168
| 34.088017
| -118.327168
| 1
| 74.6
| 0
| 0
| 3
|
Offer E
| 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 32,562
| 0
|
Q3
| 1
| 5
| 1
|
California
| 0
| 0
| 0
| 3
| 239.05
| 30
| 118.53
| 0
| 387.58
| 0
| 0
|
90038
|
62
| 20
| 11.74
| 0
| null | null | 72
|
Upper Lake
| 5,804
|
Month-to-Month
|
United States
|
5131-PONJI
|
Stayed
| 1
| 1
|
Male
| 1
|
Fiber Optic
|
39.220368, -122.907693
| 39.220368
| -122.907693
| 1
| 90.4
| 0
| 3
| 10
|
Offer B
| 1
| 0
| 1
| 1
|
Credit Card
| 1
| 2,344
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 49
| 4,494.65
| 0
| 575.26
| 0
| 5,069.91
| 0
| 1
|
95485
|
69
| 2
| 10.55
| 0
| null | null | 21
|
Acton
| 3,172
|
Month-to-Month
|
United States
|
3312-ZWLGF
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
34.501452, -118.207862
| 34.501452
| -118.207862
| 1
| 79.3
| 1
| 0
| 0
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 7,831
| 1
|
Q3
| 0
| 5
| 1
|
California
| 0
| 0
| 0
| 29
| 2,414.55
| 0
| 305.95
| 0
| 2,720.5
| 0
| 1
|
93510
|
77
| 8
| 40.5
| 0
| null | null | 27
|
Riverside
| 5,610
|
Two Year
|
United States
|
4079-VTGLK
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
33.994676, -117.372498
| 33.994676
| -117.372498
| 1
| 74.85
| 1
| 0
| 7
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 18,999
| 0
|
Q3
| 1
| 5
| 1
|
California
| 1
| 0
| 1
| 30
| 2,181.75
| 0
| 1,215
| 0
| 3,396.75
| 0
| 1
|
92501
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.