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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33
| 0
| 9.81
| 0
| null | null | 74
|
Oxnard
| 4,006
|
One Year
|
United States
|
0219-QAERP
|
Stayed
| 0
| 0
|
Male
| 0
| null |
34.156629, -119.117218
| 34.156629
| -119.117218
| 1
| 19.8
| 0
| 0
| 2
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 77,791
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 30
| 576.65
| 0
| 294.3
| 0
| 870.95
| 0
| 0
|
93033
|
61
| 8
| 4.76
| 0
| null | null | 36
|
Cassel
| 4,337
|
Two Year
|
United States
|
0868-VJRDR
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
40.936285, -121.572692
| 40.936285
| -121.572692
| 1
| 104.05
| 0
| 0
| 1
| null | 1
| 1
| 1
| 1
|
Credit Card
| 1
| 344
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 64
| 6,605.55
| 0
| 304.64
| 0
| 6,910.19
| 0
| 1
|
96016
|
63
| 30
| 35.72
| 0
| null | null | 25
|
Angwin
| 2,845
|
One Year
|
United States
|
5837-LXSDN
|
Stayed
| 1
| 0
|
Female
| 1
|
Cable
|
38.542448, -122.419923
| 38.542448
| -122.419923
| 1
| 58.85
| 0
| 3
| 1
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 3,641
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 1
| 21
| 1,215.45
| 0
| 750.12
| 0
| 1,965.57
| 0
| 1
|
94508
|
44
| 0
| 25.52
| 0
| null | null | 72
|
Big Bear Lake
| 3,726
|
One Year
|
United States
|
5627-TVBPP
|
Stayed
| 1
| 0
|
Female
| 0
| null |
34.242058, -116.89802
| 34.242058
| -116.89802
| 0
| 20.1
| 0
| 1
| 0
| null | 0
| 0
| 1
| 0
|
Credit Card
| 1
| 5,447
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 35
| 644.5
| 0
| 893.2
| 0
| 1,537.7
| 0
| 0
|
92315
|
78
| 17
| 26.95
| 1
|
Other
|
Don't know
| 91
|
Anderson
| 5,859
|
Month-to-Month
|
United States
|
8696-JKZNU
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
40.448632, -122.306657
| 40.448632
| -122.306657
| 0
| 76.25
| 1
| 0
| 0
|
Offer C
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 21,418
| 0
|
Q3
| 0
| 3
| 1
|
California
| 0
| 0
| 0
| 37
| 2,841.55
| 0
| 997.15
| 0
| 3,838.7
| 0
| 1
|
96007
|
36
| 14
| 47.45
| 0
| null | null | 31
|
Yountville
| 2,504
|
One Year
|
United States
|
5975-BAICR
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
38.421458, -122.365048
| 38.421458
| -122.365048
| 1
| 63.7
| 0
| 2
| 8
| null | 0
| 1
| 1
| 1
|
Credit Card
| 1
| 2,873
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 36
| 2,188.5
| 0
| 1,708.2
| 0
| 3,896.7
| 0
| 1
|
94599
|
57
| 24
| 12.29
| 0
| null | null | 39
|
Salinas
| 5,841
|
Two Year
|
United States
|
6007-TCTST
|
Stayed
| 1
| 1
|
Female
| 1
|
Fiber Optic
|
36.64152, -121.622188
| 36.64152
| -121.622188
| 1
| 115.8
| 1
| 2
| 9
| null | 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 35,739
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 72
| 8,476.5
| 0
| 884.88
| 0
| 9,361.38
| 0
| 1
|
93901
|
59
| 76
| 31.45
| 0
| null | null | 59
|
Applegate
| 5,975
|
One Year
|
United States
|
8608-OZTLB
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
38.983388, -120.988814
| 38.983388
| -120.988814
| 1
| 74.05
| 0
| 3
| 4
| null | 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 1,526
| 1
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 38
| 2,802.3
| 0
| 1,195.1
| 0
| 3,997.4
| 0
| 1
|
95703
|
19
| 48
| 28.42
| 0
| null | null | 30
|
Nuevo
| 5,271
|
One Year
|
United States
|
3482-ABPKK
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
33.82769, -117.102244
| 33.82769
| -117.102244
| 0
| 54.3
| 0
| 0
| 0
|
Offer C
| 0
| 1
| 0
| 0
|
Credit Card
| 1
| 7,344
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 28
| 1,546.3
| 150
| 795.76
| 0
| 2,492.06
| 1
| 0
|
92567
|
39
| 0
| 14.97
| 0
| null | null | 74
|
Sacramento
| 5,594
|
One Year
|
United States
|
3653-NCRDJ
|
Stayed
| 1
| 0
|
Male
| 0
| null |
38.625096, -121.383658
| 38.625096
| -121.383658
| 1
| 19.2
| 0
| 1
| 10
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 35,426
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 43
| 776.25
| 0
| 643.71
| 9.48
| 1,410.48
| 0
| 0
|
95821
|
69
| 22
| 37.39
| 0
| null | null | 33
|
San Jose
| 4,994
|
Two Year
|
United States
|
2176-LVPNX
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
37.333851, -121.891147
| 37.333851
| -121.891147
| 0
| 89.85
| 1
| 0
| 0
|
Offer A
| 1
| 1
| 0
| 0
|
Credit Card
| 1
| 561
| 1
|
Q3
| 0
| 3
| 1
|
California
| 1
| 0
| 1
| 71
| 6,293.45
| 140
| 2,654.69
| 0
| 9,088.14
| 0
| 0
|
95113
|
48
| 0
| 5.32
| 0
| null | null | 43
|
Dublin
| 3,595
|
Month-to-Month
|
United States
|
3717-OFRTN
|
Joined
| 0
| 0
|
Male
| 0
| null |
37.713926, -121.928425
| 37.713926
| -121.928425
| 0
| 19.75
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 29,636
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 1
| 19.75
| 0
| 5.32
| 0
| 25.07
| 0
| 0
|
94568
|
30
| 48
| 29.14
| 0
| null | null | 43
|
Santa Fe Springs
| 5,807
|
Month-to-Month
|
United States
|
7136-IHZJA
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
33.933565, -118.062611
| 33.933565
| -118.062611
| 1
| 71.35
| 0
| 2
| 4
| null | 1
| 1
| 1
| 1
|
Credit Card
| 1
| 16,271
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 0
| 40
| 2,847.2
| 0
| 1,165.6
| 0
| 4,012.8
| 0
| 1
|
90670
|
46
| 15
| 48.36
| 1
|
Competitor
|
Competitor made better offer
| 92
|
Union City
| 3,077
|
Month-to-Month
|
United States
|
8357-EQXFO
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.59485, -122.051521
| 37.59485
| -122.051521
| 0
| 95.35
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 66,472
| 0
|
Q3
| 0
| 2
| 0
|
California
| 1
| 1
| 1
| 7
| 660.9
| 0
| 338.52
| 34.29
| 965.13
| 0
| 1
|
94587
|
25
| 41
| 36.07
| 1
|
Competitor
|
Competitor had better devices
| 77
|
Dublin
| 3,086
|
Month-to-Month
|
United States
|
2202-CUYXZ
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
37.713926, -121.928425
| 37.713926
| -121.928425
| 0
| 84.85
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 29,636
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 1
| 1
| 1
| 84.85
| 0
| 36.07
| 0
| 120.92
| 1
| 1
|
94568
|
75
| 16
| 47.86
| 0
| null | null | 70
|
El Nido
| 4,113
|
Two Year
|
United States
|
8089-UZWLX
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.127386, -120.506422
| 37.127386
| -120.506422
| 0
| 104.05
| 1
| 0
| 0
|
Offer A
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 808
| 0
|
Q3
| 0
| 5
| 1
|
California
| 1
| 0
| 1
| 71
| 7,413.55
| 0
| 3,398.06
| 0
| 10,811.61
| 0
| 1
|
95317
|
47
| 12
| 35.09
| 0
| null | null | 73
|
Azusa
| 5,350
|
Two Year
|
United States
|
8200-LGKSR
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
34.174493, -117.87068
| 34.174493
| -117.87068
| 1
| 83.2
| 1
| 0
| 6
| null | 0
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 57,775
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 71
| 6,126.1
| 0
| 2,491.39
| 0
| 8,617.49
| 0
| 1
|
91702
|
53
| 0
| 40.49
| 1
|
Dissatisfaction
|
Service dissatisfaction
| 90
|
Twain
| 4,132
|
Month-to-Month
|
United States
|
9318-NKNFC
|
Churned
| 0
| 0
|
Male
| 0
| null |
40.022184, -121.062384
| 40.022184
| -121.062384
| 0
| 18.85
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Mailed Check
| 1
| 73
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 1
| 18.85
| 0
| 40.49
| 0
| 59.34
| 0
| 0
|
95984
|
36
| 16
| 37.37
| 0
| null | null | 80
|
San Diego
| 5,227
|
Month-to-Month
|
United States
|
5568-DMXZS
|
Stayed
| 0
| 0
|
Female
| 1
|
Cable
|
32.827238, -117.089287
| 32.827238
| -117.089287
| 0
| 65.45
| 0
| 0
| 0
|
Offer E
| 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 30,206
| 1
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 1
| 8
| 554.45
| 0
| 298.96
| 0
| 853.41
| 0
| 1
|
92124
|
22
| 59
| 28.34
| 0
| null | null | 37
|
Indio
| 5,876
|
One Year
|
United States
|
0218-QNVAS
|
Stayed
| 1
| 0
|
Male
| 1
|
Fiber Optic
|
33.752938, -116.230055
| 33.752938
| -116.230055
| 1
| 100.55
| 1
| 1
| 1
|
Offer A
| 1
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 2,743
| 0
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 1
| 71
| 7,113.75
| 0
| 2,012.14
| 16.99
| 9,108.9
| 1
| 1
|
92203
|
62
| 29
| 37.49
| 1
|
Competitor
|
Competitor offered higher download speeds
| 90
|
San Jose
| 3,982
|
Month-to-Month
|
United States
|
7627-JKIAZ
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.350284, -121.852855
| 37.350284
| -121.852855
| 1
| 78.95
| 1
| 0
| 0
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 51,706
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 37
| 2,839.65
| 0
| 1,387.13
| 0
| 4,226.78
| 0
| 1
|
95116
|
73
| 6
| 25.74
| 1
|
Price
|
Extra data charges
| 96
|
Culver City
| 3,016
|
Month-to-Month
|
United States
|
7580-UGXNC
|
Churned
| 0
| 0
|
Female
| 1
|
DSL
|
34.019323, -118.391902
| 34.019323
| -118.391902
| 0
| 54.85
| 0
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Credit Card
| 1
| 15,195
| 0
|
Q3
| 0
| 1
| 1
|
California
| 0
| 0
| 0
| 2
| 104.2
| 0
| 51.48
| 0
| 155.68
| 0
| 1
|
90232
|
63
| 8
| 39.16
| 0
| null | null | 60
|
Garberville
| 3,672
|
Month-to-Month
|
United States
|
0311-QYWSS
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
40.057784, -123.679461
| 40.057784
| -123.679461
| 0
| 49.45
| 0
| 0
| 0
| null | 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 2,423
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 6
| 314.6
| 0
| 234.96
| 0
| 549.56
| 0
| 1
|
95542
|
59
| 22
| 25.89
| 0
| null | null | 44
|
Valley Center
| 3,137
|
Month-to-Month
|
United States
|
9700-ISPUP
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
33.25283, -116.986079
| 33.25283
| -116.986079
| 1
| 65.5
| 0
| 1
| 1
|
Offer D
| 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 14,575
| 1
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 0
| 10
| 616.9
| 0
| 258.9
| 0
| 875.8
| 0
| 1
|
92082
|
51
| 13
| 9.47
| 0
| null | null | 76
|
Los Angeles
| 5,749
|
Month-to-Month
|
United States
|
3097-IDVPU
|
Stayed
| 1
| 0
|
Male
| 1
|
DSL
|
34.065875, -118.238728
| 34.065875
| -118.238728
| 1
| 50.1
| 1
| 2
| 10
|
Offer D
| 0
| 0
| 0
| 1
|
Credit Card
| 1
| 30,596
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 19
| 910.45
| 120
| 179.93
| 0
| 1,210.38
| 0
| 0
|
90012
|
34
| 22
| 24.32
| 1
|
Competitor
|
Competitor offered higher download speeds
| 74
|
Columbia
| 5,435
|
Month-to-Month
|
United States
|
0870-VEMYL
|
Churned
| 0
| 0
|
Female
| 1
|
Cable
|
38.085839, -120.37855
| 38.085839
| -120.37855
| 0
| 53.85
| 0
| 0
| 0
|
Offer E
| 0
| 1
| 0
| 0
|
Credit Card
| 1
| 2,144
| 1
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 5
| 259.8
| 10
| 121.6
| 22.96
| 368.44
| 0
| 0
|
95310
|
65
| 15
| 48.71
| 1
|
Competitor
|
Competitor had better devices
| 70
|
San Francisco
| 4,038
|
Month-to-Month
|
United States
|
0781-LKXBR
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
37.7795, -122.419233
| 37.7795
| -122.419233
| 0
| 100.5
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 28,998
| 0
|
Q3
| 0
| 1
| 1
|
California
| 1
| 1
| 1
| 9
| 918.6
| 0
| 438.39
| 0
| 1,356.99
| 0
| 1
|
94102
|
25
| 59
| 48.86
| 0
| null | null | 46
|
Orange
| 3,391
|
Month-to-Month
|
United States
|
6918-UMQCG
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
33.792791, -117.789749
| 33.792791
| -117.789749
| 0
| 80.2
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 37,916
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 1
| 5
| 384.25
| 0
| 244.3
| 0
| 628.55
| 1
| 1
|
92869
|
20
| 73
| 0
| 0
| null | null | 61
|
Los Angeles
| 4,986
|
Month-to-Month
|
United States
|
8158-WPEZG
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
33.92128, -118.274186
| 33.92128
| -118.274186
| 0
| 35.65
| 0
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 24,511
| 1
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 11
| 425.1
| 0
| 0
| 0
| 425.1
| 1
| 1
|
90061
|
42
| 0
| 44.34
| 0
| null | null | 52
|
Colusa
| 5,863
|
Month-to-Month
|
United States
|
0366-NQSHS
|
Joined
| 0
| 0
|
Male
| 0
| null |
39.273096, -122.050763
| 39.273096
| -122.050763
| 0
| 19.35
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 7,503
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 2
| 46.35
| 0
| 88.68
| 0
| 135.03
| 0
| 0
|
95932
|
29
| 0
| 48.87
| 0
| null | null | 65
|
Maywood
| 4,838
|
One Year
|
United States
|
0621-TSSMU
|
Stayed
| 0
| 0
|
Male
| 0
| null |
33.988572, -118.186565
| 33.988572
| -118.186565
| 1
| 19.95
| 0
| 0
| 0
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 28,094
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 56
| 1,126.75
| 0
| 2,736.72
| 0
| 3,863.47
| 1
| 0
|
90270
|
59
| 26
| 30.07
| 1
|
Competitor
|
Competitor had better devices
| 82
|
Fall River Mills
| 2,591
|
Month-to-Month
|
United States
|
1157-BQCUW
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
41.017282, -121.468945
| 41.017282
| -121.468945
| 0
| 74.95
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 1,902
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 1
| 74.95
| 0
| 30.07
| 0
| 105.02
| 0
| 1
|
96028
|
69
| 9
| 5.27
| 0
| null | null | 58
|
Orange
| 5,590
|
Two Year
|
United States
|
0336-PIKEI
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
33.792791, -117.789749
| 33.792791
| -117.789749
| 1
| 74.4
| 0
| 0
| 7
|
Offer A
| 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 37,916
| 1
|
Q3
| 1
| 4
| 1
|
California
| 0
| 0
| 1
| 72
| 5,360.75
| 140
| 379.44
| 0
| 5,880.19
| 0
| 0
|
92869
|
44
| 20
| 44.6
| 0
| null | null | 80
|
Los Angeles
| 2,540
|
Month-to-Month
|
United States
|
4536-PLEQY
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
34.001617, -118.222274
| 34.001617
| -118.222274
| 1
| 85.05
| 0
| 0
| 1
|
Offer D
| 1
| 0
| 1
| 1
|
Credit Card
| 1
| 3,642
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 12
| 999.8
| 0
| 535.2
| 0
| 1,535
| 0
| 1
|
90058
|
39
| 0
| 4.6
| 0
| null | null | 58
|
Isleton
| 3,979
|
One Year
|
United States
|
4538-WNTMJ
|
Stayed
| 0
| 0
|
Female
| 0
| null |
38.154823, -121.601358
| 38.154823
| -121.601358
| 1
| 24.95
| 1
| 0
| 0
|
Offer B
| 0
| 0
| 0
| 1
|
Credit Card
| 1
| 2,010
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 46
| 1,165.9
| 0
| 211.6
| 0
| 1,377.5
| 0
| 0
|
95641
|
25
| 46
| 25.83
| 0
| null | null | 51
|
San Francisco
| 5,432
|
Month-to-Month
|
United States
|
4301-VVZKA
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.800254, -122.436975
| 37.800254
| -122.436975
| 1
| 75.4
| 1
| 0
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 22,920
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 16
| 1,189.4
| 0
| 413.28
| 0
| 1,602.68
| 1
| 1
|
94123
|
58
| 0
| 38.84
| 0
| null | null | 48
|
Palo Alto
| 2,732
|
Month-to-Month
|
United States
|
2542-HYGIQ
|
Joined
| 0
| 0
|
Female
| 0
| null |
37.45809, -122.115398
| 37.45809
| -122.115398
| 0
| 19.95
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 45,499
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 1
| 19.95
| 0
| 38.84
| 0
| 58.79
| 0
| 0
|
94303
|
37
| 30
| 19.32
| 0
| null | null | 75
|
Monrovia
| 5,580
|
Month-to-Month
|
United States
|
4353-HYOJD
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
34.1528, -118.000482
| 34.1528
| -118.000482
| 1
| 49.85
| 0
| 5
| 5
|
Offer C
| 1
| 0
| 0
| 1
|
Credit Card
| 1
| 41,067
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 27
| 1,336.15
| 0
| 521.64
| 0
| 1,857.79
| 0
| 1
|
91016
|
73
| 10
| 33.68
| 0
| null | null | 29
|
Long Barn
| 6,202
|
Two Year
|
United States
|
5329-KRDTM
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
38.109125, -120.078597
| 38.109125
| -120.078597
| 1
| 77.35
| 1
| 0
| 4
|
Offer A
| 1
| 0
| 0
| 1
|
Credit Card
| 1
| 683
| 1
|
Q3
| 1
| 4
| 1
|
California
| 0
| 0
| 1
| 72
| 5,396.25
| 0
| 2,424.96
| 0
| 7,821.21
| 0
| 1
|
95335
|
54
| 4
| 9.52
| 0
| null | null | 52
|
Hilmar
| 2,405
|
Month-to-Month
|
United States
|
9093-FPDLG
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.394536, -120.890747
| 37.394536
| -120.890747
| 0
| 94.2
| 0
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 7,177
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 0
| 11
| 999.9
| 0
| 104.72
| 0
| 1,104.62
| 0
| 1
|
95324
|
22
| 73
| 8.53
| 0
| null | null | 52
|
Albany
| 4,798
|
Two Year
|
United States
|
4194-FJARJ
|
Stayed
| 1
| 0
|
Female
| 1
|
Cable
|
37.890274, -122.295192
| 37.890274
| -122.295192
| 1
| 60
| 1
| 3
| 6
| null | 0
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 15,882
| 1
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 54
| 3,273.95
| 0
| 460.62
| 0
| 3,734.57
| 1
| 1
|
94706
|
21
| 47
| 19.3
| 0
| null | null | 76
|
Stockton
| 3,131
|
Month-to-Month
|
United States
|
3522-CDKHF
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
38.033219, -121.297433
| 38.033219
| -121.297433
| 1
| 75.5
| 0
| 0
| 6
|
Offer C
| 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 40,611
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 32
| 2,324.7
| 0
| 617.6
| 0
| 2,942.3
| 1
| 1
|
95210
|
48
| 6
| 0
| 0
| null | null | 49
|
Barstow
| 5,174
|
Two Year
|
United States
|
3933-DQPWX
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
34.965648, -117.001509
| 34.965648
| -117.001509
| 0
| 39.7
| 0
| 0
| 0
| null | 1
| 0
| 0
| 0
|
Credit Card
| 0
| 31,293
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 50
| 1,932.75
| 0
| 0
| 0
| 1,932.75
| 0
| 1
|
92311
|
70
| 0
| 8.48
| 0
| null | null | 21
|
Inglewood
| 5,079
|
Two Year
|
United States
|
2452-MRMZF
|
Stayed
| 0
| 0
|
Female
| 0
| null |
33.936291, -118.332639
| 33.936291
| -118.332639
| 1
| 25.7
| 1
| 0
| 9
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 27,778
| 0
|
Q3
| 1
| 3
| 1
|
California
| 0
| 0
| 0
| 72
| 1,937.4
| 0
| 610.56
| 0
| 2,547.96
| 0
| 0
|
90303
|
55
| 19
| 31.79
| 0
| null | null | 79
|
Copperopolis
| 2,831
|
Month-to-Month
|
United States
|
0365-GXEZS
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
37.943954, -120.67108
| 37.943954
| -120.67108
| 1
| 78.2
| 0
| 0
| 6
|
Offer D
| 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 2,633
| 1
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 18
| 1,468.75
| 0
| 572.22
| 0
| 2,040.97
| 0
| 1
|
95228
|
40
| 0
| 42.52
| 0
| null | null | 60
|
Newport Beach
| 5,597
|
Month-to-Month
|
United States
|
3675-EQOZA
|
Stayed
| 0
| 0
|
Male
| 0
| null |
33.634626, -117.874882
| 33.634626
| -117.874882
| 0
| 20.65
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 28,687
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 5
| 93.55
| 0
| 212.6
| 0
| 306.15
| 0
| 0
|
92660
|
48
| 0
| 14.37
| 0
| null | null | 40
|
Pine Valley
| 5,860
|
Two Year
|
United States
|
7242-EDTYC
|
Stayed
| 1
| 0
|
Male
| 0
| null |
32.800671, -116.483363
| 32.800671
| -116.483363
| 0
| 19.55
| 0
| 2
| 0
|
Offer B
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 1,604
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 44
| 819.95
| 0
| 632.28
| 0
| 1,452.23
| 0
| 0
|
91962
|
51
| 22
| 23.36
| 0
| null | null | 80
|
Newport Beach
| 4,291
|
Month-to-Month
|
United States
|
3173-NVMPX
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
33.62251, -117.927024
| 33.62251
| -117.927024
| 1
| 55.3
| 1
| 3
| 1
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 22,133
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 9
| 501.2
| 0
| 210.24
| 0
| 711.44
| 0
| 1
|
92663
|
49
| 23
| 21.16
| 0
| null | null | 45
|
Dublin
| 5,574
|
Two Year
|
United States
|
2789-CZANW
|
Stayed
| 1
| 0
|
Female
| 1
|
Fiber Optic
|
37.713926, -121.928425
| 37.713926
| -121.928425
| 1
| 110.3
| 1
| 1
| 7
|
Offer B
| 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 29,636
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 64
| 6,997.3
| 0
| 1,354.24
| 0
| 8,351.54
| 0
| 1
|
94568
|
34
| 2
| 29.49
| 0
| null | null | 40
|
Wilseyville
| 4,369
|
One Year
|
United States
|
3638-DIMPH
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
38.392686, -120.415951
| 38.392686
| -120.415951
| 1
| 43.8
| 0
| 0
| 1
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 435
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 13
| 592.65
| 0
| 383.37
| 0
| 976.02
| 0
| 1
|
95257
|
40
| 11
| 26.85
| 1
|
Dissatisfaction
|
Poor expertise of phone support
| 66
|
Burbank
| 2,484
|
Month-to-Month
|
United States
|
8937-RDTHP
|
Churned
| 1
| 0
|
Male
| 1
|
Fiber Optic
|
34.213049, -118.317651
| 34.213049
| -118.317651
| 0
| 84.6
| 0
| 1
| 0
| null | 0
| 1
| 1
| 0
|
Credit Card
| 1
| 25,882
| 0
|
Q3
| 0
| 2
| 0
|
California
| 1
| 1
| 0
| 1
| 84.6
| 0
| 26.85
| 0
| 111.45
| 0
| 1
|
91504
|
64
| 0
| 9.84
| 0
| null | null | 66
|
Farmersville
| 5,208
|
Month-to-Month
|
United States
|
1140-UKVZG
|
Stayed
| 0
| 0
|
Female
| 0
| null |
36.29878, -119.201028
| 36.29878
| -119.201028
| 0
| 24.8
| 1
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 8,644
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 17
| 475.25
| 0
| 167.28
| 37.06
| 605.47
| 0
| 0
|
93223
|
72
| 19
| 16.92
| 0
| null | null | 36
|
Los Molinos
| 4,406
|
Two Year
|
United States
|
5304-EFJLP
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
40.059385, -122.091481
| 40.059385
| -122.091481
| 1
| 111.65
| 1
| 0
| 4
| null | 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 3,756
| 1
|
Q3
| 1
| 4
| 1
|
California
| 1
| 1
| 1
| 72
| 8,022.85
| 110
| 1,218.24
| 0
| 9,351.09
| 0
| 0
|
96055
|
46
| 26
| 0
| 0
| null | null | 20
|
Paynes Creek
| 5,063
|
Two Year
|
United States
|
4891-NLUBA
|
Stayed
| 1
| 1
|
Female
| 1
|
DSL
|
40.343213, -121.815412
| 40.343213
| -121.815412
| 1
| 61.45
| 0
| 3
| 8
|
Offer B
| 1
| 0
| 1
| 1
|
Bank Withdrawal
| 0
| 433
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 61
| 3,751.15
| 0
| 0
| 0
| 3,751.15
| 0
| 1
|
96075
|
58
| 15
| 40.49
| 0
| null | null | 21
|
Laton
| 4,165
|
Two Year
|
United States
|
5286-YHCVC
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
36.444232, -119.718285
| 36.444232
| -119.718285
| 1
| 104.8
| 1
| 0
| 4
| null | 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 2,900
| 0
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 72
| 7,470.1
| 0
| 2,915.28
| 0
| 10,385.38
| 0
| 1
|
93242
|
43
| 26
| 31.08
| 1
|
Dissatisfaction
|
Network reliability
| 84
|
Los Angeles
| 5,286
|
Month-to-Month
|
United States
|
0897-FEGMU
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
34.072945, -118.37267
| 34.072945
| -118.37267
| 1
| 99.5
| 1
| 0
| 1
|
Offer D
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 21,739
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 11
| 1,056.95
| 0
| 341.88
| 0
| 1,398.83
| 0
| 1
|
90048
|
52
| 0
| 44.73
| 0
| null | null | 80
|
Rancho Cordova
| 3,233
|
One Year
|
United States
|
8189-DUKMV
|
Stayed
| 0
| 0
|
Female
| 0
| null |
38.591134, -121.161585
| 38.591134
| -121.161585
| 1
| 20.5
| 0
| 0
| 8
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 299
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 4
| 79.05
| 0
| 178.92
| 0
| 257.97
| 0
| 0
|
95742
|
24
| 69
| 43.05
| 0
| null | null | 61
|
Sacramento
| 5,523
|
Month-to-Month
|
United States
|
8445-DNBAE
|
Joined
| 1
| 0
|
Male
| 1
|
DSL
|
38.584505, -121.491956
| 38.584505
| -121.491956
| 0
| 50.05
| 1
| 3
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 16,599
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 1
| 50.05
| 0
| 43.05
| 0
| 93.1
| 1
| 1
|
95814
|
71
| 28
| 30.25
| 1
|
Competitor
|
Competitor had better devices
| 67
|
San Mateo
| 2,930
|
Month-to-Month
|
United States
|
7576-OYWBN
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.556634, -122.317723
| 37.556634
| -122.317723
| 0
| 76.05
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 23,393
| 0
|
Q3
| 0
| 1
| 1
|
California
| 0
| 0
| 0
| 3
| 231.8
| 0
| 90.75
| 0
| 322.55
| 0
| 1
|
94402
|
68
| 13
| 6.81
| 0
| null | null | 44
|
Mc Kittrick
| 2,259
|
Month-to-Month
|
United States
|
9334-GWGOW
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
35.38381, -119.730885
| 35.38381
| -119.730885
| 1
| 74.85
| 1
| 0
| 2
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 302
| 0
|
Q3
| 1
| 4
| 1
|
California
| 0
| 0
| 0
| 7
| 485.25
| 0
| 47.67
| 0
| 532.92
| 0
| 1
|
93251
|
66
| 2
| 32.36
| 1
|
Attitude
|
Attitude of support person
| 74
|
Coalinga
| 5,904
|
Month-to-Month
|
United States
|
5655-JSMZM
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
36.186867, -120.387793
| 36.186867
| -120.387793
| 0
| 96.2
| 1
| 0
| 0
|
Offer B
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 18,036
| 0
|
Q3
| 0
| 2
| 1
|
California
| 1
| 0
| 1
| 49
| 4,718.25
| 0
| 1,585.64
| 0
| 6,303.89
| 0
| 1
|
93210
|
56
| 0
| 30.47
| 0
| null | null | 80
|
Palos Verdes Peninsula
| 5,480
|
Two Year
|
United States
|
2796-NNUFI
|
Stayed
| 0
| 0
|
Female
| 0
| null |
33.788208, -118.404955
| 33.788208
| -118.404955
| 1
| 19.95
| 0
| 0
| 1
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 24,979
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 46
| 927.1
| 0
| 1,401.62
| 0
| 2,328.72
| 0
| 0
|
90274
|
49
| 2
| 38.88
| 0
| null | null | 62
|
Volcano
| 4,260
|
One Year
|
United States
|
7581-EBBOU
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
38.481902, -120.603668
| 38.481902
| -120.603668
| 0
| 70.15
| 0
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Credit Card
| 1
| 1,273
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 1
| 60
| 4,224.7
| 0
| 2,332.8
| 0
| 6,557.5
| 0
| 1
|
95689
|
42
| 0
| 13.93
| 0
| null | null | 20
|
Traver
| 3,875
|
Two Year
|
United States
|
2805-AUFQN
|
Stayed
| 0
| 0
|
Female
| 0
| null |
36.456091, -119.486225
| 36.456091
| -119.486225
| 0
| 19.8
| 0
| 0
| 0
|
Offer C
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 646
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 25
| 475.2
| 0
| 348.25
| 0
| 823.45
| 0
| 0
|
93673
|
65
| 25
| 11.41
| 0
| null | null | 50
|
Farmington
| 5,428
|
One Year
|
United States
|
5268-DSMNQ
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.956963, -120.863055
| 37.956963
| -120.863055
| 1
| 97.95
| 1
| 0
| 5
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 596
| 0
|
Q3
| 1
| 5
| 1
|
California
| 0
| 0
| 1
| 62
| 5,936.55
| 0
| 707.42
| 0
| 6,643.97
| 0
| 1
|
95230
|
28
| 48
| 0
| 1
|
Dissatisfaction
|
Product dissatisfaction
| 74
|
Marina Del Rey
| 4,566
|
Month-to-Month
|
United States
|
2737-WFVYW
|
Churned
| 0
| 0
|
Female
| 1
|
DSL
|
33.977468, -118.445475
| 33.977468
| -118.445475
| 0
| 45.25
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 18,058
| 0
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 1
| 2
| 85.5
| 10
| 0
| 0
| 95.5
| 1
| 0
|
90292
|
62
| 0
| 3.57
| 0
| null | null | 31
|
Vacaville
| 5,390
|
Two Year
|
United States
|
6368-TZZDT
|
Stayed
| 1
| 0
|
Male
| 0
| null |
38.333133, -121.920151
| 38.333133
| -121.920151
| 1
| 19.5
| 0
| 2
| 8
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 63,157
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 4
| 96.85
| 0
| 14.28
| 0
| 111.13
| 0
| 0
|
95687
|
46
| 21
| 14.28
| 1
|
Other
|
Don't know
| 67
|
Los Angeles
| 4,934
|
Month-to-Month
|
United States
|
8593-WHYHV
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
33.958149, -118.308441
| 33.958149
| -118.308441
| 0
| 85.3
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 47,107
| 0
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 0
| 3
| 264.8
| 0
| 42.84
| 0
| 307.64
| 0
| 1
|
90047
|
21
| 69
| 6.37
| 0
| null | null | 63
|
Edwards
| 5,643
|
One Year
|
United States
|
5197-PYEPU
|
Stayed
| 1
| 0
|
Female
| 1
|
Fiber Optic
|
34.966777, -117.961179
| 34.966777
| -117.961179
| 1
| 94.45
| 1
| 3
| 5
|
Offer B
| 1
| 1
| 1
| 1
|
Credit Card
| 1
| 7,685
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 42
| 3,923.8
| 140
| 267.54
| 0
| 4,331.34
| 1
| 0
|
93523
|
55
| 22
| 29.06
| 0
| null | null | 43
|
Wasco
| 4,258
|
One Year
|
United States
|
6663-JOCQO
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
35.652242, -119.4464
| 35.652242
| -119.4464
| 1
| 75.25
| 1
| 0
| 7
| null | 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 22,760
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 31
| 2,344.5
| 0
| 900.86
| 1.99
| 3,243.37
| 0
| 1
|
93280
|
27
| 85
| 8.94
| 0
| null | null | 45
|
Cazadero
| 4,465
|
Month-to-Month
|
United States
|
2279-AXJJK
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
38.578807, -123.19338
| 38.578807
| -123.19338
| 1
| 95.65
| 1
| 0
| 1
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 1,575
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 52
| 5,088.4
| 0
| 464.88
| 11.8
| 5,541.48
| 1
| 1
|
95421
|
58
| 0
| 34.36
| 0
| null | null | 75
|
Three Rivers
| 4,886
|
One Year
|
United States
|
5313-FPXWG
|
Stayed
| 0
| 0
|
Male
| 0
| null |
36.413433, -118.854708
| 36.413433
| -118.854708
| 0
| 24.6
| 1
| 0
| 0
|
Offer B
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 2,318
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 51
| 1,266.4
| 0
| 1,752.36
| 47.91
| 2,970.85
| 0
| 0
|
93271
|
59
| 25
| 20.26
| 1
|
Competitor
|
Competitor had better devices
| 72
|
Berkeley
| 3,666
|
Month-to-Month
|
United States
|
4013-TLDHQ
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
37.871416, -122.246597
| 37.871416
| -122.246597
| 0
| 78.25
| 0
| 0
| 0
|
Offer D
| 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 21,205
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 19
| 1,490.95
| 0
| 384.94
| 0
| 1,875.89
| 0
| 1
|
94704
|
45
| 18
| 3.94
| 0
| null | null | 24
|
Glendale
| 2,764
|
Month-to-Month
|
United States
|
4827-USJHP
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
34.195386, -118.238508
| 34.195386
| -118.238508
| 0
| 51.8
| 0
| 0
| 0
|
Offer D
| 1
| 0
| 1
| 0
|
Credit Card
| 1
| 16,910
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 20
| 1,023.85
| 0
| 78.8
| 0
| 1,102.65
| 0
| 1
|
91208
|
27
| 0
| 38.41
| 0
| null | null | 23
|
Little River
| 2,011
|
Month-to-Month
|
United States
|
6394-HHHZM
|
Joined
| 0
| 0
|
Male
| 0
| null |
39.245911, -123.77214
| 39.245911
| -123.77214
| 0
| 20.7
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 882
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 3
| 57.5
| 0
| 115.23
| 0
| 172.73
| 1
| 0
|
95456
|
61
| 27
| 0
| 0
| null | null | 54
|
Whittier
| 4,871
|
Two Year
|
United States
|
9560-BBZXK
|
Stayed
| 0
| 0
|
Female
| 1
|
Cable
|
33.960891, -118.032222
| 33.960891
| -118.032222
| 0
| 31.05
| 0
| 0
| 0
|
Offer C
| 0
| 1
| 0
| 0
|
Bank Withdrawal
| 0
| 38,181
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 36
| 1,126.35
| 0
| 0
| 0
| 1,126.35
| 0
| 1
|
90605
|
51
| 9
| 46.92
| 1
|
Competitor
|
Competitor offered more data
| 80
|
Sacramento
| 3,590
|
Month-to-Month
|
United States
|
7739-LAXOG
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
38.590035, -121.412455
| 38.590035
| -121.412455
| 1
| 91.05
| 1
| 0
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 30,715
| 0
|
Q3
| 1
| 1
| 0
|
California
| 1
| 1
| 0
| 32
| 2,954.5
| 70
| 1,501.44
| 0
| 4,525.94
| 0
| 0
|
95825
|
25
| 0
| 29.29
| 0
| null | null | 35
|
Reseda
| 5,398
|
Two Year
|
United States
|
8092-NLTGF
|
Stayed
| 0
| 0
|
Male
| 0
| null |
34.200175, -118.540958
| 34.200175
| -118.540958
| 0
| 24.75
| 1
| 0
| 0
|
Offer A
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 68,018
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 72
| 1,777.6
| 0
| 2,108.88
| 0
| 3,886.48
| 1
| 0
|
91335
|
74
| 5
| 0
| 1
|
Competitor
|
Competitor made better offer
| 67
|
Rio Dell
| 5,688
|
Month-to-Month
|
United States
|
1768-ZAIFU
|
Churned
| 0
| 0
|
Female
| 1
|
Cable
|
40.485849, -124.163234
| 40.485849
| -124.163234
| 0
| 25.2
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 3,284
| 0
|
Q3
| 0
| 1
| 1
|
California
| 0
| 0
| 0
| 1
| 25.2
| 0
| 0
| 0
| 25.2
| 0
| 1
|
95562
|
25
| 0
| 34.68
| 0
| null | null | 21
|
Los Angeles
| 5,596
|
Two Year
|
United States
|
3865-ZFZIB
|
Stayed
| 0
| 0
|
Male
| 0
| null |
34.102084, -118.451629
| 34.102084
| -118.451629
| 0
| 19.65
| 0
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 10,470
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 19
| 358.15
| 0
| 658.92
| 0
| 1,017.07
| 1
| 0
|
90077
|
41
| 12
| 48.77
| 1
|
Competitor
|
Competitor had better devices
| 82
|
Los Angeles
| 4,688
|
One Year
|
United States
|
6097-EQISJ
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
34.001617, -118.222274
| 34.001617
| -118.222274
| 1
| 102.45
| 1
| 0
| 1
|
Offer A
| 1
| 0
| 1
| 1
|
Credit Card
| 1
| 3,642
| 0
|
Q3
| 1
| 1
| 0
|
California
| 1
| 1
| 1
| 66
| 6,615.15
| 130
| 3,218.82
| 0
| 9,963.97
| 0
| 0
|
90058
|
60
| 0
| 26.98
| 0
| null | null | 20
|
Livingston
| 5,374
|
Two Year
|
United States
|
6917-FIJHC
|
Stayed
| 0
| 0
|
Female
| 0
| null |
37.361987, -120.748394
| 37.361987
| -120.748394
| 1
| 26
| 1
| 0
| 8
|
Offer A
| 0
| 0
| 1
| 1
|
Credit Card
| 1
| 12,672
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 72
| 1,776
| 0
| 1,942.56
| 0
| 3,718.56
| 0
| 0
|
95334
|
44
| 3
| 25.81
| 0
| null | null | 31
|
Pine Grove
| 2,198
|
Month-to-Month
|
United States
|
3569-EDBPQ
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
38.400264, -120.641274
| 38.400264
| -120.641274
| 0
| 84.35
| 1
| 0
| 0
| null | 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 4,354
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 24
| 1,938.05
| 0
| 619.44
| 0
| 2,557.49
| 0
| 1
|
95665
|
37
| 27
| 39.9
| 0
| null | null | 50
|
Cobb
| 5,136
|
One Year
|
United States
|
1042-HFUCW
|
Stayed
| 1
| 0
|
Female
| 1
|
DSL
|
38.838088, -122.73203
| 38.838088
| -122.73203
| 0
| 54.75
| 0
| 1
| 0
|
Offer C
| 1
| 0
| 1
| 0
|
Credit Card
| 1
| 1,591
| 1
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 25
| 1,266.35
| 0
| 997.5
| 15.76
| 2,248.09
| 0
| 1
|
95426
|
62
| 11
| 22.57
| 1
|
Competitor
|
Competitor made better offer
| 90
|
San Diego
| 5,949
|
Month-to-Month
|
United States
|
9465-RWMXL
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
32.886925, -117.152162
| 32.886925
| -117.152162
| 1
| 78.9
| 1
| 0
| 1
|
Offer C
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 74,232
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 32
| 2,447.95
| 0
| 722.24
| 0
| 3,170.19
| 0
| 1
|
92126
|
40
| 23
| 12.63
| 0
| null | null | 59
|
Rocklin
| 4,515
|
Two Year
|
United States
|
7921-BEPCI
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
38.823278, -121.281856
| 38.823278
| -121.281856
| 0
| 59.75
| 1
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Bank Withdrawal
| 1
| 15,494
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 72
| 4,265
| 0
| 909.36
| 0
| 5,174.36
| 0
| 1
|
95765
|
42
| 56
| 45.26
| 1
|
Price
|
Price too high
| 84
|
Vallecito
| 4,734
|
Month-to-Month
|
United States
|
9170-GYZJC
|
Churned
| 1
| 1
|
Female
| 1
|
Cable
|
38.055562, -120.456298
| 38.055562
| -120.456298
| 1
| 79.9
| 1
| 3
| 1
| null | 1
| 1
| 0
| 1
|
Credit Card
| 1
| 460
| 1
|
Q3
| 1
| 1
| 0
|
California
| 1
| 1
| 0
| 41
| 3,326.2
| 0
| 1,855.66
| 0
| 5,181.86
| 0
| 1
|
95251
|
63
| 24
| 7.01
| 1
|
Competitor
|
Competitor made better offer
| 94
|
San Diego
| 5,255
|
Month-to-Month
|
United States
|
3976-BWUCK
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
32.957195, -117.202542
| 32.957195
| -117.202542
| 1
| 94.1
| 1
| 0
| 1
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 28,201
| 1
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 30
| 2,804.45
| 0
| 210.3
| 0
| 3,014.75
| 0
| 1
|
92130
|
36
| 10
| 45.03
| 1
|
Competitor
|
Competitor had better devices
| 84
|
Rancho Cordova
| 2,098
|
One Year
|
United States
|
3058-HJCUY
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
38.591134, -121.161585
| 38.591134
| -121.161585
| 1
| 102.6
| 1
| 0
| 1
|
Offer B
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 299
| 1
|
Q3
| 1
| 1
| 0
|
California
| 1
| 1
| 1
| 41
| 4,213.35
| 0
| 1,846.23
| 2.93
| 6,056.65
| 0
| 1
|
95742
|
40
| 0
| 12.05
| 0
| null | null | 29
|
San Francisco
| 2,088
|
One Year
|
United States
|
8909-BOLNL
|
Joined
| 0
| 0
|
Male
| 0
| null |
37.800254, -122.436975
| 37.800254
| -122.436975
| 0
| 21.2
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 22,920
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 3
| 52.05
| 0
| 36.15
| 0
| 88.2
| 0
| 0
|
94123
|
77
| 21
| 42.06
| 1
|
Competitor
|
Competitor had better devices
| 91
|
Redlands
| 2,169
|
Month-to-Month
|
United States
|
1866-RZZQS
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
34.003243, -117.138286
| 34.003243
| -117.138286
| 0
| 98.4
| 1
| 0
| 0
|
Offer B
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 31,230
| 0
|
Q3
| 0
| 1
| 1
|
California
| 1
| 0
| 1
| 41
| 4,187.75
| 0
| 1,724.46
| 0
| 5,912.21
| 0
| 1
|
92373
|
26
| 73
| 4.18
| 0
| null | null | 51
|
Soledad
| 5,833
|
One Year
|
United States
|
1573-LGXBA
|
Stayed
| 1
| 1
|
Male
| 1
|
Fiber Optic
|
36.414216, -121.360597
| 36.414216
| -121.360597
| 1
| 97.55
| 0
| 3
| 1
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 13,003
| 0
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 57
| 5,598
| 0
| 238.26
| 0
| 5,836.26
| 1
| 1
|
93960
|
40
| 28
| 26.13
| 0
| null | null | 56
|
Canoga Park
| 2,992
|
Month-to-Month
|
United States
|
7562-UXTPG
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.19829, -118.602203
| 34.19829
| -118.602203
| 0
| 70.15
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Credit Card
| 1
| 23,519
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 13
| 886.7
| 0
| 339.69
| 8.53
| 1,217.86
| 0
| 1
|
91303
|
29
| 51
| 2.87
| 1
|
Competitor
|
Competitor made better offer
| 80
|
San Diego
| 4,622
|
Month-to-Month
|
United States
|
6845-RGTYS
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
32.825086, -117.199424
| 32.825086
| -117.199424
| 1
| 98.75
| 1
| 0
| 1
| null | 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 51,213
| 0
|
Q3
| 1
| 1
| 0
|
California
| 0
| 1
| 1
| 47
| 4,533.7
| 0
| 134.89
| 0
| 4,668.59
| 1
| 1
|
92117
|
55
| 0
| 33.63
| 0
| null | null | 53
|
North Fork
| 3,052
|
Two Year
|
United States
|
8098-TDCBU
|
Stayed
| 0
| 0
|
Female
| 0
| null |
37.244307, -119.470256
| 37.244307
| -119.470256
| 1
| 25.25
| 1
| 0
| 9
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 3,376
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 42
| 1,108.2
| 0
| 1,412.46
| 0
| 2,520.66
| 0
| 0
|
93643
|
65
| 22
| 20.99
| 1
|
Other
|
Don't know
| 93
|
Sloughhouse
| 5,569
|
Month-to-Month
|
United States
|
2720-WGKHP
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
38.470423, -121.114897
| 38.470423
| -121.114897
| 0
| 94
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 4,731
| 0
|
Q3
| 0
| 1
| 1
|
California
| 1
| 1
| 1
| 2
| 181.7
| 0
| 41.98
| 0
| 223.68
| 0
| 1
|
95683
|
50
| 6
| 23.06
| 0
| null | null | 28
|
Darwin
| 5,643
|
One Year
|
United States
|
0310-SUCIN
|
Stayed
| 0
| 1
|
Female
| 1
|
Cable
|
36.319181, -117.593053
| 36.319181
| -117.593053
| 1
| 84.8
| 0
| 0
| 2
| null | 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 64
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 71
| 6,046.1
| 0
| 1,637.26
| 0
| 7,683.36
| 0
| 1
|
93522
|
54
| 15
| 30.57
| 0
| null | null | 60
|
El Dorado Hills
| 4,924
|
Month-to-Month
|
United States
|
0315-LVCRK
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
38.684437, -121.055634
| 38.684437
| -121.055634
| 0
| 84.8
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 22,028
| 0
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 0
| 11
| 888.75
| 0
| 336.27
| 0
| 1,225.02
| 0
| 1
|
95762
|
79
| 27
| 43.99
| 0
| null | null | 35
|
Rio Vista
| 3,662
|
Two Year
|
United States
|
8250-ZNGGW
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
38.148862, -121.737696
| 38.148862
| -121.737696
| 0
| 59.9
| 0
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Credit Card
| 1
| 5,246
| 1
|
Q3
| 0
| 4
| 1
|
California
| 0
| 0
| 0
| 5
| 287.85
| 20
| 219.95
| 0
| 527.8
| 0
| 0
|
94571
|
65
| 23
| 25.61
| 0
| null | null | 60
|
Los Angeles
| 5,479
|
One Year
|
United States
|
2172-EJXVF
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
33.958149, -118.308441
| 33.958149
| -118.308441
| 0
| 105.9
| 1
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 47,107
| 0
|
Q3
| 0
| 3
| 1
|
California
| 1
| 1
| 1
| 71
| 7,521.95
| 100
| 1,818.31
| 6.65
| 9,433.61
| 0
| 0
|
90047
|
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