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
| 25
| 18.75
| 0
| null | null | 71
|
San Lucas
| 2,061
|
Month-to-Month
|
United States
|
7858-GTZSP
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
36.125529, -120.864443
| 36.125529
| -120.864443
| 0
| 86.55
| 1
| 0
| 0
|
Offer D
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 521
| 0
|
Q3
| 0
| 5
| 0
|
California
| 1
| 1
| 0
| 12
| 1,066.9
| 110
| 225
| 0
| 1,401.9
| 0
| 0
|
93954
|
73
| 20
| 0
| 0
| null | null | 68
|
Artesia
| 5,372
|
One Year
|
United States
|
2639-UGMAZ
|
Stayed
| 0
| 0
|
Male
| 1
|
DSL
|
33.867593, -118.080637
| 33.867593
| -118.080637
| 0
| 56.45
| 0
| 0
| 0
|
Offer A
| 1
| 1
| 1
| 0
|
Bank Withdrawal
| 0
| 16,398
| 0
|
Q3
| 0
| 3
| 1
|
California
| 1
| 1
| 1
| 71
| 3,985.35
| 0
| 0
| 0
| 3,985.35
| 0
| 1
|
90701
|
32
| 13
| 2.45
| 0
| null | null | 20
|
Rancho Santa Fe
| 4,543
|
One Year
|
United States
|
2750-BJLSB
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
33.012751, -117.200617
| 33.012751
| -117.200617
| 0
| 103.7
| 0
| 0
| 0
|
Offer B
| 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 7,615
| 1
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 1
| 47
| 4,730.6
| 0
| 115.15
| 0
| 4,845.75
| 0
| 1
|
92067
|
30
| 30
| 37.65
| 0
| null | null | 50
|
Newport Beach
| 5,665
|
One Year
|
United States
|
1732-FEKLD
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
33.606336, -117.893042
| 33.606336
| -117.893042
| 0
| 94.75
| 1
| 0
| 0
|
Offer B
| 1
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 3,124
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 54
| 5,121.75
| 70
| 2,033.1
| 0
| 7,224.85
| 0
| 0
|
92662
|
64
| 17
| 32.87
| 1
|
Price
|
Long distance charges
| 78
|
Oakland
| 5,830
|
Month-to-Month
|
United States
|
4659-NZRUF
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
37.834341, -122.26437
| 37.834341
| -122.26437
| 0
| 95.15
| 1
| 0
| 0
|
Offer D
| 1
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 21,097
| 0
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 0
| 19
| 1,789.25
| 120
| 624.53
| 0
| 2,533.78
| 0
| 0
|
94609
|
37
| 0
| 48.14
| 0
| null | null | 38
|
Lancaster
| 3,678
|
Month-to-Month
|
United States
|
4013-GUXND
|
Joined
| 0
| 0
|
Male
| 0
| null |
34.727529, -118.153098
| 34.727529
| -118.153098
| 0
| 20.8
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 35,109
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 1
| 20.8
| 0
| 48.14
| 0
| 68.94
| 0
| 0
|
93534
|
77
| 20
| 3.83
| 0
| null | null | 23
|
Glendora
| 3,689
|
Month-to-Month
|
United States
|
7668-XCFYV
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.14649, -117.849815
| 34.14649
| -117.849815
| 1
| 92.55
| 1
| 0
| 9
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 24,973
| 0
|
Q3
| 1
| 3
| 1
|
California
| 1
| 0
| 1
| 17
| 1,614.7
| 0
| 65.11
| 0
| 1,679.81
| 0
| 1
|
91741
|
68
| 17
| 34.39
| 1
|
Price
|
Long distance charges
| 78
|
Grizzly Flats
| 5,507
|
One Year
|
United States
|
8651-ENBZX
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
38.636102, -120.522149
| 38.636102
| -120.522149
| 0
| 106
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 659
| 1
|
Q3
| 0
| 3
| 1
|
California
| 1
| 0
| 1
| 60
| 6,441.4
| 110
| 2,063.4
| 0
| 8,614.8
| 0
| 0
|
95636
|
25
| 69
| 0
| 0
| null | null | 39
|
Soulsbyville
| 3,423
|
One Year
|
United States
|
6981-TDRFT
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
37.990574, -120.261821
| 37.990574
| -120.261821
| 1
| 54.3
| 0
| 1
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 0
| 1,519
| 1
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 1
| 44
| 2,317.1
| 10
| 0
| 0
| 2,327.1
| 1
| 0
|
95372
|
39
| 19
| 18.74
| 0
| null | null | 25
|
Caspar
| 5,584
|
Two Year
|
United States
|
7765-LWVVH
|
Stayed
| 1
| 0
|
Female
| 1
|
Fiber Optic
|
39.361283, -123.784599
| 39.361283
| -123.784599
| 1
| 95.1
| 1
| 2
| 8
| null | 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 333
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 72
| 6,843.15
| 0
| 1,349.28
| 0
| 8,192.43
| 0
| 1
|
95420
|
24
| 0
| 8.21
| 0
| null | null | 28
|
Diamond Bar
| 2,745
|
Two Year
|
United States
|
7696-CFTAT
|
Stayed
| 1
| 0
|
Male
| 0
| null |
33.992416, -117.807874
| 33.992416
| -117.807874
| 1
| 19.8
| 0
| 3
| 0
| null | 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 46,532
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 37
| 726.1
| 0
| 303.77
| 0
| 1,029.87
| 1
| 0
|
91765
|
31
| 4
| 0
| 0
| null | null | 65
|
Castro Valley
| 5,493
|
One Year
|
United States
|
4611-ANLQC
|
Stayed
| 0
| 1
|
Female
| 1
|
Cable
|
37.722727, -122.02157
| 37.722727
| -122.02157
| 1
| 50.05
| 0
| 0
| 7
|
Offer B
| 1
| 1
| 0
| 1
|
Bank Withdrawal
| 0
| 13,212
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 60
| 2,911.5
| 0
| 0
| 0
| 2,911.5
| 0
| 1
|
94552
|
62
| 29
| 44.96
| 0
| null | null | 27
|
Fresno
| 3,443
|
Month-to-Month
|
United States
|
7129-CAKJW
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
36.732694, -119.783786
| 36.732694
| -119.783786
| 0
| 80.05
| 1
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 6,848
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 17
| 1,345.65
| 0
| 764.32
| 0
| 2,109.97
| 0
| 1
|
93721
|
67
| 2
| 26.99
| 1
|
Other
|
Don't know
| 91
|
San Rafael
| 3,443
|
Month-to-Month
|
United States
|
2397-BRLOM
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.972662, -122.491452
| 37.972662
| -122.491452
| 1
| 80.45
| 0
| 0
| 2
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 40,239
| 0
|
Q3
| 1
| 1
| 1
|
California
| 0
| 0
| 1
| 8
| 583.45
| 0
| 215.92
| 0
| 799.37
| 0
| 1
|
94901
|
47
| 30
| 27.75
| 0
| null | null | 28
|
Jolon
| 5,649
|
Two Year
|
United States
|
3197-NNYNB
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
35.930782, -121.189757
| 35.930782
| -121.189757
| 0
| 105.1
| 1
| 0
| 0
|
Offer B
| 1
| 0
| 0
| 0
|
Credit Card
| 1
| 254
| 0
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 65
| 6,631.85
| 0
| 1,803.75
| 0
| 8,435.6
| 0
| 1
|
93928
|
19
| 53
| 4.65
| 0
| null | null | 29
|
Temecula
| 5,361
|
Month-to-Month
|
United States
|
0139-IVFJG
|
Joined
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
33.507255, -117.029473
| 33.507255
| -117.029473
| 1
| 90.35
| 0
| 0
| 10
| null | 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 46,171
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 2
| 190.5
| 0
| 9.3
| 0
| 199.8
| 1
| 1
|
92592
|
73
| 19
| 0
| 1
|
Other
|
Poor expertise of online support
| 72
|
Oakland
| 4,694
|
Month-to-Month
|
United States
|
5167-GBFRE
|
Churned
| 0
| 0
|
Male
| 1
|
DSL
|
37.803883, -122.208417
| 37.803883
| -122.208417
| 0
| 25.2
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 28,900
| 0
|
Q3
| 0
| 3
| 1
|
California
| 0
| 0
| 0
| 4
| 102.5
| 0
| 0
| 0
| 102.5
| 0
| 1
|
94602
|
78
| 7
| 32.4
| 1
|
Attitude
|
Attitude of support person
| 84
|
Williams
| 5,638
|
Month-to-Month
|
United States
|
3070-DVEYC
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
39.117537, -122.284654
| 39.117537
| -122.284654
| 0
| 73.75
| 1
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 4,579
| 0
|
Q3
| 0
| 2
| 1
|
California
| 0
| 0
| 0
| 7
| 545.15
| 0
| 226.8
| 0
| 771.95
| 0
| 1
|
95987
|
34
| 0
| 49.91
| 0
| null | null | 43
|
Gardena
| 3,009
|
Month-to-Month
|
United States
|
0396-HUJBP
|
Joined
| 0
| 0
|
Female
| 0
| null |
33.890853, -118.297967
| 33.890853
| -118.297967
| 0
| 19.3
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 47,758
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 2
| 44.4
| 0
| 99.82
| 0
| 144.22
| 0
| 0
|
90247
|
48
| 23
| 26.3
| 0
| null | null | 59
|
Alderpoint
| 6,483
|
Two Year
|
United States
|
0813-TAXXS
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
40.166028, -123.584144
| 40.166028
| -123.584144
| 0
| 77.8
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 261
| 0
|
Q3
| 0
| 5
| 0
|
California
| 1
| 1
| 1
| 55
| 4,323.35
| 0
| 1,446.5
| 0
| 5,769.85
| 0
| 1
|
95511
|
50
| 19
| 0
| 0
| null | null | 22
|
Alameda
| 3,540
|
Month-to-Month
|
United States
|
0811-GSDTP
|
Stayed
| 1
| 0
|
Female
| 1
|
Cable
|
37.724817, -122.224363
| 37.724817
| -122.224363
| 0
| 30.15
| 0
| 2
| 0
| null | 1
| 0
| 0
| 0
|
Bank Withdrawal
| 0
| 13,996
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 13
| 382.2
| 10
| 0
| 0
| 392.2
| 0
| 0
|
94502
|
72
| 28
| 0
| 0
| null | null | 32
|
Caliente
| 5,597
|
Two Year
|
United States
|
9522-BNTHX
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
35.358953, -118.527064
| 35.358953
| -118.527064
| 0
| 56.25
| 0
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Bank Withdrawal
| 0
| 1,022
| 0
|
Q3
| 0
| 3
| 1
|
California
| 1
| 0
| 1
| 34
| 1,765.95
| 0
| 0
| 0
| 1,765.95
| 0
| 1
|
93518
|
53
| 15
| 0
| 0
| null | null | 30
|
Browns Valley
| 4,969
|
Two Year
|
United States
|
9242-TKFSV
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
39.292334, -121.320597
| 39.292334
| -121.320597
| 1
| 65.1
| 0
| 0
| 7
|
Offer A
| 1
| 1
| 1
| 1
|
Credit Card
| 0
| 1,477
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 72
| 4,754.3
| 0
| 0
| 0
| 4,754.3
| 0
| 1
|
95918
|
62
| 27
| 0
| 1
|
Competitor
|
Competitor had better devices
| 76
|
Old Station
| 2,088
|
Month-to-Month
|
United States
|
8993-PHFWD
|
Churned
| 0
| 0
|
Female
| 1
|
DSL
|
40.656287, -121.428965
| 40.656287
| -121.428965
| 0
| 25.25
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Bank Withdrawal
| 0
| 182
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 3
| 58.9
| 0
| 0
| 0
| 58.9
| 0
| 1
|
96071
|
61
| 28
| 0
| 0
| null | null | 38
|
Palo Alto
| 5,092
|
One Year
|
United States
|
6481-LXPWL
|
Stayed
| 1
| 1
|
Male
| 1
|
DSL
|
37.416159, -122.131337
| 37.416159
| -122.131337
| 1
| 36.1
| 0
| 1
| 1
| null | 1
| 0
| 1
| 1
|
Credit Card
| 0
| 24,492
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 56
| 1,971.5
| 60
| 0
| 0
| 2,031.5
| 0
| 0
|
94306
|
19
| 0
| 19.38
| 0
| null | null | 70
|
Dixon
| 4,001
|
Month-to-Month
|
United States
|
0547-HURJB
|
Stayed
| 1
| 0
|
Male
| 0
| null |
38.392821, -121.799917
| 38.392821
| -121.799917
| 0
| 21.05
| 0
| 2
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 18,529
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 12
| 235.8
| 0
| 232.56
| 0
| 468.36
| 1
| 0
|
95620
|
23
| 59
| 21.56
| 1
|
Competitor
|
Competitor made better offer
| 80
|
Boulder Creek
| 3,038
|
Month-to-Month
|
United States
|
4361-BKAXE
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.171727, -122.142961
| 37.171727
| -122.142961
| 0
| 114.5
| 1
| 0
| 0
|
Offer B
| 1
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 10,520
| 1
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 1
| 41
| 4,527.45
| 0
| 883.96
| 0
| 5,411.41
| 1
| 1
|
95006
|
30
| 41
| 28.27
| 0
| null | null | 43
|
Oak View
| 4,882
|
Month-to-Month
|
United States
|
5240-CAOYT
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.404544, -119.302118
| 34.404544
| -119.302118
| 0
| 87.55
| 1
| 0
| 0
| null | 1
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 6,503
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 57
| 4,884.85
| 0
| 1,611.39
| 1.83
| 6,494.41
| 0
| 1
|
93022
|
43
| 4
| 42.41
| 0
| null | null | 64
|
Santa Cruz
| 3,801
|
Month-to-Month
|
United States
|
3714-XPXBW
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
36.974575, -121.991149
| 36.974575
| -121.991149
| 0
| 78.9
| 1
| 0
| 0
| null | 1
| 1
| 1
| 0
|
Credit Card
| 1
| 36,631
| 1
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 37
| 2,976.95
| 30
| 1,569.17
| 0
| 4,576.12
| 0
| 0
|
95062
|
63
| 14
| 1.55
| 1
|
Competitor
|
Competitor made better offer
| 94
|
San Diego
| 5,795
|
Month-to-Month
|
United States
|
6599-CEBNN
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
32.85723, -117.209780
| 32.85723
| -117.209774
| 0
| 73.95
| 0
| 0
| 0
|
Offer C
| 1
| 0
| 1
| 0
|
Credit Card
| 1
| 34,902
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 34
| 2,524.45
| 0
| 52.7
| 0
| 2,577.15
| 0
| 1
|
92122
|
64
| 23
| 10.67
| 0
| null | null | 78
|
Artesia
| 5,700
|
Two Year
|
United States
|
9488-FYQAU
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
33.867593, -118.080637
| 33.867593
| -118.080637
| 1
| 109.25
| 1
| 0
| 8
| null | 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 16,398
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 63
| 6,841.4
| 0
| 672.21
| 0
| 7,513.61
| 0
| 1
|
90701
|
62
| 17
| 2.12
| 1
|
Other
|
Don't know
| 79
|
Valley Village
| 4,115
|
Month-to-Month
|
United States
|
8914-RBTSB
|
Churned
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
34.165783, -118.399795
| 34.165783
| -118.399795
| 1
| 93.8
| 1
| 0
| 1
| null | 1
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 27,453
| 0
|
Q3
| 1
| 1
| 0
|
California
| 0
| 0
| 1
| 31
| 3,019.5
| 50
| 65.72
| 0
| 3,135.22
| 0
| 0
|
91607
|
31
| 0
| 22.12
| 1
|
Price
|
Long distance charges
| 92
|
Kyburz
| 3,663
|
Month-to-Month
|
United States
|
1963-VAUKV
|
Churned
| 0
| 0
|
Female
| 0
| null |
38.766036, -120.209673
| 38.766036
| -120.209673
| 0
| 20.4
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Mailed Check
| 1
| 183
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 1
| 20.4
| 0
| 22.12
| 0
| 42.52
| 0
| 0
|
95720
|
30
| 26
| 44.57
| 0
| null | null | 56
|
Burbank
| 3,359
|
Month-to-Month
|
United States
|
7217-JYHOQ
|
Stayed
| 1
| 0
|
Male
| 1
|
Cable
|
34.174215, -118.345928
| 34.174215
| -118.345928
| 1
| 70.3
| 0
| 2
| 6
| null | 1
| 1
| 1
| 1
|
Credit Card
| 1
| 29,245
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 24
| 1,706.45
| 0
| 1,069.68
| 0
| 2,776.13
| 0
| 1
|
91505
|
73
| 30
| 5.75
| 1
|
Price
|
Lack of affordable download/upload speed
| 82
|
Los Angeles
| 2,645
|
One Year
|
United States
|
7657-DYEPJ
|
Churned
| 0
| 1
|
Male
| 1
|
Cable
|
34.066303, -118.435479
| 34.066303
| -118.435479
| 0
| 70.15
| 0
| 0
| 0
|
Offer C
| 1
| 0
| 1
| 0
|
Credit Card
| 1
| 44,150
| 1
|
Q3
| 0
| 3
| 1
|
California
| 0
| 0
| 1
| 38
| 2,497.35
| 0
| 218.5
| 0
| 2,715.85
| 0
| 1
|
90024
|
49
| 21
| 41.4
| 0
| null | null | 54
|
Burson
| 4,029
|
Two Year
|
United States
|
9372-TXXPS
|
Stayed
| 0
| 0
|
Female
| 1
|
Cable
|
38.183918, -120.898817
| 38.183918
| -120.898817
| 1
| 59.85
| 0
| 0
| 7
|
Offer B
| 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 27
| 1
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 60
| 3,483.45
| 0
| 2,484
| 0
| 5,967.45
| 0
| 1
|
95225
|
55
| 18
| 4.32
| 0
| null | null | 64
|
Yorkville
| 5,444
|
Two Year
|
United States
|
1291-CUOCY
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
38.888351, -123.239647
| 38.888351
| -123.239647
| 1
| 110.6
| 1
| 0
| 7
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 335
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 72
| 7,962.2
| 0
| 311.04
| 0
| 8,273.24
| 0
| 1
|
95494
|
71
| 27
| 40.19
| 0
| null | null | 49
|
Pomona
| 2,656
|
Two Year
|
United States
|
1845-CSBRZ
|
Stayed
| 1
| 0
|
Female
| 1
|
Fiber Optic
|
34.042286, -117.756106
| 34.042286
| -117.756106
| 1
| 85.35
| 1
| 1
| 7
|
Offer D
| 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 69,974
| 0
|
Q3
| 1
| 5
| 1
|
California
| 0
| 0
| 1
| 22
| 1,961.6
| 0
| 884.18
| 0
| 2,845.78
| 0
| 1
|
91766
|
19
| 27
| 13.16
| 0
| null | null | 45
|
Santa Maria
| 4,983
|
One Year
|
United States
|
6647-ZEDXT
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
34.818227, -120.418784
| 34.818227
| -120.418784
| 0
| 110.45
| 1
| 0
| 0
| null | 1
| 0
| 0
| 0
|
Credit Card
| 1
| 37,364
| 1
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 1
| 30
| 3,327.05
| 0
| 394.8
| 0
| 3,721.85
| 1
| 1
|
93455
|
77
| 25
| 38.32
| 0
| null | null | 7
|
Baldwin Park
| 5,348
|
One Year
|
United States
|
9058-HRZSV
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
34.098275, -117.967399
| 34.098275
| -117.967399
| 1
| 94.4
| 0
| 0
| 2
| null | 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 76,890
| 0
|
Q3
| 1
| 4
| 1
|
California
| 1
| 1
| 0
| 65
| 6,126.15
| 0
| 2,490.8
| 0
| 8,616.95
| 0
| 1
|
91706
|
40
| 15
| 9.72
| 0
| null | null | 56
|
Forbestown
| 6,317
|
Two Year
|
United States
|
0988-AADSA
|
Stayed
| 1
| 1
|
Female
| 1
|
Cable
|
39.531028, -121.24807
| 39.531028
| -121.24807
| 1
| 80.85
| 1
| 2
| 5
|
Offer A
| 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 452
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 0
| 72
| 5,824.75
| 10
| 699.84
| 0
| 6,534.59
| 0
| 0
|
95941
|
36
| 20
| 39.9
| 1
|
Other
|
Don't know
| 91
|
Pasadena
| 3,443
|
Month-to-Month
|
United States
|
8229-TNIQA
|
Churned
| 0
| 0
|
Female
| 1
|
Cable
|
34.13946, -118.166649
| 34.13946
| -118.166649
| 0
| 45.3
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Credit Card
| 1
| 10,253
| 0
|
Q3
| 0
| 2
| 0
|
California
| 0
| 0
| 0
| 4
| 196.95
| 0
| 159.6
| 0
| 356.55
| 0
| 1
|
91105
|
55
| 29
| 0
| 0
| null | null | 28
|
Whittier
| 5,941
|
One Year
|
United States
|
8050-WYBND
|
Stayed
| 1
| 1
|
Female
| 1
|
DSL
|
33.976678, -118.065875
| 33.976678
| -118.065875
| 0
| 49.45
| 0
| 2
| 0
| null | 0
| 0
| 1
| 0
|
Credit Card
| 0
| 32,148
| 0
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 22
| 1,031.4
| 0
| 0
| 0
| 1,031.4
| 0
| 1
|
90606
|
26
| 0
| 45.13
| 0
| null | null | 54
|
San Francisco
| 4,868
|
Month-to-Month
|
United States
|
9027-YFHQJ
|
Stayed
| 0
| 0
|
Male
| 0
| null |
37.720498, -122.443119
| 37.720498
| -122.443119
| 0
| 25.05
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 73,117
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 7
| 152.95
| 0
| 315.91
| 0
| 468.86
| 1
| 0
|
94112
|
31
| 0
| 27.7
| 0
| null | null | 29
|
Bodfish
| 5,390
|
One Year
|
United States
|
6051-PTVNS
|
Stayed
| 1
| 0
|
Female
| 0
| null |
35.523991, -118.400432
| 35.523991
| -118.400432
| 1
| 19.15
| 0
| 1
| 0
|
Offer B
| 0
| 0
| 0
| 1
|
Credit Card
| 1
| 1,954
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 55
| 998.1
| 0
| 1,523.5
| 0
| 2,521.6
| 0
| 0
|
93205
|
62
| 0
| 10.32
| 0
| null | null | 54
|
Copperopolis
| 4,116
|
Two Year
|
United States
|
0621-CXBKL
|
Stayed
| 0
| 0
|
Female
| 0
| null |
37.943954, -120.67108
| 37.943954
| -120.67108
| 0
| 18.7
| 0
| 0
| 0
|
Offer B
| 0
| 0
| 0
| 0
|
Mailed Check
| 1
| 2,633
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 53
| 1,005.7
| 0
| 546.96
| 0
| 1,552.66
| 0
| 0
|
95228
|
64
| 13
| 22.41
| 0
| null | null | 22
|
Lake Elsinore
| 4,022
|
One Year
|
United States
|
4374-YMUSQ
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
33.655421, -117.391751
| 33.655421
| -117.391751
| 0
| 116.25
| 1
| 0
| 0
|
Offer C
| 1
| 1
| 0
| 0
|
Credit Card
| 1
| 38,519
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 34
| 3,899.05
| 0
| 761.94
| 0
| 4,660.99
| 0
| 1
|
92530
|
20
| 48
| 8.3
| 0
| null | null | 32
|
Campo Seco
| 3,652
|
Month-to-Month
|
United States
|
5438-QMDDL
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
38.233879, -120.861666
| 38.233879
| -120.861666
| 1
| 59.8
| 0
| 0
| 3
| null | 1
| 0
| 1
| 1
|
Credit Card
| 1
| 75
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 19
| 1,130.85
| 0
| 157.7
| 0
| 1,288.55
| 1
| 1
|
95226
|
32
| 18
| 42.55
| 1
|
Attitude
|
Attitude of support person
| 89
|
Lomita
| 4,741
|
Month-to-Month
|
United States
|
3096-IZETN
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
33.794209, -118.317354
| 33.794209
| -118.317354
| 0
| 78.1
| 0
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 21,065
| 0
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 0
| 12
| 947.3
| 0
| 510.6
| 0
| 1,457.9
| 0
| 1
|
90717
|
43
| 25
| 6.68
| 0
| null | null | 59
|
Capitola
| 4,135
|
One Year
|
United States
|
8008-ESFLK
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
36.977025, -121.952864
| 36.977025
| -121.952864
| 1
| 110.5
| 0
| 0
| 1
| null | 1
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 9,673
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 53
| 5,835.5
| 0
| 354.04
| 0
| 6,189.54
| 0
| 1
|
95010
|
40
| 20
| 12.54
| 1
|
Competitor
|
Competitor made better offer
| 85
|
San Diego
| 5,964
|
Month-to-Month
|
United States
|
5228-EXCET
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
32.886925, -117.152162
| 32.886925
| -117.152162
| 0
| 80.85
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 74,232
| 0
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 0
| 13
| 1,008.7
| 0
| 163.02
| 0
| 1,171.72
| 0
| 1
|
92126
|
35
| 0
| 32.54
| 0
| null | null | 75
|
Corona
| 5,535
|
Month-to-Month
|
United States
|
4397-FRLTA
|
Stayed
| 0
| 0
|
Female
| 0
| null |
33.762351, -117.488725
| 33.762351
| -117.488725
| 0
| 20.15
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 13,188
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 4
| 84.5
| 0
| 130.16
| 0
| 214.66
| 0
| 0
|
92883
|
21
| 0
| 35.46
| 0
| null | null | 53
|
Apple Valley
| 2,011
|
Two Year
|
United States
|
6048-NJXHX
|
Stayed
| 0
| 0
|
Male
| 0
| null |
34.424926, -117.184503
| 34.424926
| -117.184503
| 1
| 19.75
| 0
| 0
| 1
|
Offer B
| 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 28,819
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 41
| 899.45
| 0
| 1,453.86
| 0
| 2,353.31
| 1
| 0
|
92308
|
40
| 15
| 41.03
| 0
| null | null | 22
|
Camarillo
| 3,407
|
Month-to-Month
|
United States
|
5982-FPVQN
|
Stayed
| 1
| 1
|
Female
| 1
|
Fiber Optic
|
34.205504, -118.993111
| 34.205504
| -118.993111
| 1
| 95.15
| 1
| 1
| 2
| null | 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 24,945
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 37
| 3,532.85
| 0
| 1,518.11
| 0
| 5,050.96
| 0
| 1
|
93012
|
33
| 12
| 3.47
| 0
| null | null | 55
|
Hilmar
| 3,459
|
Two Year
|
United States
|
5232-NXPAY
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
37.394536, -120.890747
| 37.394536
| -120.890747
| 0
| 74.45
| 0
| 0
| 0
|
Offer B
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 7,177
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 47
| 3,510.3
| 0
| 163.09
| 0
| 3,673.39
| 0
| 1
|
95324
|
27
| 48
| 10.4
| 0
| null | null | 75
|
Los Angeles
| 5,822
|
Month-to-Month
|
United States
|
5129-JLPIS
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
34.028331, -118.354338
| 34.028331
| -118.354338
| 0
| 105.5
| 0
| 0
| 0
| null | 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 46,984
| 1
|
Q3
| 0
| 3
| 0
|
California
| 1
| 1
| 1
| 25
| 2,686.05
| 0
| 260
| 0
| 2,946.05
| 1
| 1
|
90016
|
73
| 6
| 30.17
| 1
|
Competitor
|
Competitor made better offer
| 81
|
San Diego
| 5,536
|
Month-to-Month
|
United States
|
9497-QCMMS
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
32.825086, -117.199424
| 32.825086
| -117.199424
| 0
| 93.55
| 1
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 51,213
| 0
|
Q3
| 0
| 1
| 1
|
California
| 1
| 0
| 1
| 1
| 93.55
| 0
| 30.17
| 0
| 123.72
| 0
| 1
|
92117
|
39
| 0
| 31.37
| 0
| null | null | 59
|
Northridge
| 2,056
|
Two Year
|
United States
|
4933-BSAIP
|
Stayed
| 0
| 0
|
Female
| 0
| null |
34.238208, -118.55029
| 34.238208
| -118.55029
| 1
| 19.1
| 0
| 0
| 1
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 25,751
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 0
| 40
| 780.1
| 0
| 1,254.8
| 45.6
| 1,989.3
| 0
| 0
|
91324
|
44
| 22
| 17.18
| 1
|
Attitude
|
Attitude of support person
| 95
|
Woodland
| 4,110
|
Month-to-Month
|
United States
|
4250-FDVOU
|
Churned
| 0
| 0
|
Female
| 1
|
DSL
|
38.71967, -121.862416
| 38.71967
| -121.862416
| 0
| 56.25
| 0
| 0
| 0
|
Offer E
| 1
| 1
| 0
| 0
|
Bank Withdrawal
| 1
| 38,547
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 6
| 389.1
| 0
| 103.08
| 0
| 492.18
| 0
| 1
|
95695
|
28
| 48
| 46.9
| 0
| null | null | 61
|
Orland
| 4,847
|
One Year
|
United States
|
2924-KHUVI
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
39.748037, -122.302169
| 39.748037
| -122.302169
| 1
| 100.55
| 1
| 0
| 7
| null | 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 13,706
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 56
| 5,514.95
| 0
| 2,626.4
| 0
| 8,141.35
| 1
| 1
|
95963
|
24
| 47
| 6.36
| 1
|
Attitude
|
Attitude of service provider
| 71
|
Delano
| 4,736
|
One Year
|
United States
|
4800-CZMPC
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
35.772244, -119.209689
| 35.772244
| -119.209689
| 1
| 103.25
| 1
| 0
| 1
|
Offer B
| 1
| 1
| 1
| 1
|
Credit Card
| 1
| 37,280
| 0
|
Q3
| 1
| 1
| 0
|
California
| 1
| 1
| 1
| 48
| 5,037.55
| 0
| 305.28
| 0
| 5,342.83
| 1
| 1
|
93215
|
20
| 48
| 41.15
| 0
| null | null | 51
|
Valyermo
| 4,620
|
One Year
|
United States
|
3758-CKOQL
|
Stayed
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
34.39583, -117.734568
| 34.39583
| -117.734568
| 1
| 107
| 1
| 0
| 7
|
Offer B
| 1
| 1
| 1
| 1
|
Credit Card
| 1
| 413
| 1
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 0
| 59
| 6,152.3
| 0
| 2,427.85
| 0
| 8,580.15
| 1
| 0
|
93563
|
36
| 17
| 13.14
| 0
| null | null | 33
|
Los Alamos
| 4,273
|
Two Year
|
United States
|
5574-NXZIU
|
Stayed
| 0
| 1
|
Male
| 1
|
Fiber Optic
|
34.758699, -120.275839
| 34.758699
| -120.275839
| 0
| 109.2
| 0
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Credit Card
| 1
| 1,328
| 1
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 1
| 63
| 7,049.75
| 0
| 827.82
| 0
| 7,877.57
| 0
| 1
|
93440
|
62
| 29
| 20.1
| 0
| null | null | 31
|
Stockton
| 4,830
|
Month-to-Month
|
United States
|
0411-EZJZE
|
Joined
| 0
| 0
|
Female
| 1
|
DSL
|
37.946282, -121.139499
| 37.946282
| -121.139499
| 0
| 60.25
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 23,789
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 3
| 170.5
| 70
| 60.3
| 0
| 300.8
| 0
| 0
|
95215
|
54
| 20
| 5.32
| 1
|
Competitor
|
Competitor made better offer
| 92
|
San Diego
| 2,683
|
Month-to-Month
|
United States
|
2868-SNELZ
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
32.85723, -117.209764
| 32.85723
| -117.209774
| 0
| 80.6
| 1
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 34,902
| 0
|
Q3
| 0
| 1
| 0
|
California
| 0
| 0
| 0
| 2
| 155.8
| 0
| 10.64
| 0
| 166.44
| 0
| 1
|
92122
|
48
| 0
| 11.81
| 0
| null | null | 46
|
Scott Bar
| 6,440
|
Two Year
|
United States
|
3359-DSRKA
|
Stayed
| 1
| 0
|
Female
| 0
| null |
41.737962, -123.07557
| 41.737962
| -123.07557
| 1
| 19.85
| 0
| 3
| 9
|
Offer B
| 0
| 0
| 1
| 1
|
Credit Card
| 1
| 88
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 58
| 1,158.85
| 0
| 684.98
| 0
| 1,843.83
| 0
| 0
|
96085
|
46
| 14
| 10.23
| 0
| null | null | 37
|
Miramonte
| 6,034
|
Two Year
|
United States
|
1972-XMUWV
|
Stayed
| 0
| 0
|
Female
| 1
|
Cable
|
36.696759, -119.024051
| 36.696759
| -119.024051
| 1
| 59.8
| 0
| 0
| 7
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 571
| 1
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 1
| 65
| 3,808.2
| 0
| 664.95
| 0
| 4,473.15
| 0
| 1
|
93641
|
40
| 8
| 36.47
| 0
| null | null | 46
|
Harbor City
| 2,994
|
One Year
|
United States
|
2746-DIJLO
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
33.798266, -118.300237
| 33.798266
| -118.300237
| 0
| 56.3
| 1
| 0
| 0
|
Offer B
| 1
| 0
| 1
| 0
|
Credit Card
| 1
| 24,660
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 41
| 2,364
| 0
| 1,495.27
| 0
| 3,859.27
| 0
| 1
|
90710
|
51
| 18
| 48.02
| 0
| null | null | 27
|
Strawberry Valley
| 3,363
|
Two Year
|
United States
|
6568-POCUI
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
39.58458, -121.093256
| 39.58458
| -121.093256
| 1
| 95.2
| 0
| 0
| 3
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 101
| 1
|
Q3
| 1
| 5
| 0
|
California
| 1
| 1
| 1
| 45
| 4,285.8
| 50
| 2,160.9
| 43.95
| 6,452.75
| 0
| 0
|
95981
|
62
| 18
| 26.51
| 1
|
Competitor
|
Competitor made better offer
| 91
|
San Diego
| 4,971
|
Month-to-Month
|
United States
|
7394-FKDNK
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
32.886925, -117.152162
| 32.886925
| -117.152162
| 1
| 89.45
| 0
| 0
| 3
|
Offer E
| 0
| 0
| 0
| 1
|
Bank Withdrawal
| 1
| 74,232
| 0
|
Q3
| 1
| 2
| 0
|
California
| 1
| 1
| 1
| 9
| 853.1
| 0
| 238.59
| 0
| 1,091.69
| 0
| 1
|
92126
|
27
| 42
| 49.88
| 0
| null | null | 67
|
North Highlands
| 5,427
|
One Year
|
United States
|
9114-AAFQH
|
Stayed
| 0
| 1
|
Female
| 1
|
DSL
|
38.671295, -121.388251
| 38.671295
| -121.388251
| 1
| 65.65
| 0
| 0
| 6
|
Offer B
| 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 32,202
| 0
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 0
| 48
| 3,094.65
| 0
| 2,394.24
| 0
| 5,488.89
| 1
| 1
|
95660
|
62
| 0
| 30.09
| 0
| null | null | 38
|
Berkeley
| 4,836
|
Two Year
|
United States
|
1099-GODLO
|
Joined
| 1
| 0
|
Female
| 0
| null |
37.878554, -122.26609
| 37.878554
| -122.26609
| 1
| 20.35
| 0
| 3
| 9
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 10,147
| 0
|
Q3
| 1
| 5
| 0
|
California
| 0
| 0
| 0
| 1
| 20.35
| 0
| 30.09
| 0
| 50.44
| 0
| 0
|
94709
|
69
| 23
| 20.78
| 0
| null | null | 73
|
San Diego
| 4,309
|
Two Year
|
United States
|
7826-VVKWT
|
Stayed
| 1
| 1
|
Female
| 1
|
Fiber Optic
|
32.707892, -117.05512
| 32.707892
| -117.05512
| 1
| 96.55
| 0
| 1
| 9
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 66,838
| 0
|
Q3
| 1
| 5
| 1
|
California
| 1
| 1
| 1
| 24
| 2,263.45
| 0
| 498.72
| 0
| 2,762.17
| 0
| 1
|
92114
|
39
| 27
| 24.51
| 1
|
Dissatisfaction
|
Limited range of services
| 86
|
Santa Clara
| 4,544
|
Month-to-Month
|
United States
|
9445-SZLCH
|
Churned
| 0
| 1
|
Female
| 1
|
Fiber Optic
|
37.351214, -121.952417
| 37.351214
| -121.952417
| 1
| 97.35
| 1
| 0
| 3
| null | 1
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 36,349
| 0
|
Q3
| 1
| 2
| 0
|
California
| 0
| 0
| 1
| 36
| 3,457.9
| 0
| 882.36
| 4.96
| 4,335.3
| 0
| 1
|
95050
|
62
| 0
| 32.05
| 0
| null | null | 54
|
San Bernardino
| 4,673
|
Two Year
|
United States
|
2481-SBOYW
|
Stayed
| 1
| 0
|
Female
| 0
| null |
34.142747, -117.300864
| 34.142747
| -117.300864
| 0
| 25
| 1
| 1
| 0
|
Offer B
| 0
| 0
| 1
| 0
|
Credit Card
| 1
| 24,644
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 0
| 61
| 1,498.35
| 0
| 1,955.05
| 0
| 3,453.4
| 0
| 0
|
92405
|
34
| 0
| 39.37
| 0
| null | null | 20
|
San Andreas
| 4,865
|
One Year
|
United States
|
3251-YMVWZ
|
Stayed
| 0
| 0
|
Male
| 0
| null |
38.196497, -120.61689
| 38.196497
| -120.61689
| 0
| 24.05
| 1
| 0
| 0
|
Offer B
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 3,930
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 53
| 1,301.9
| 0
| 2,086.61
| 0
| 3,388.51
| 0
| 0
|
95249
|
25
| 51
| 11.47
| 0
| null | null | 52
|
Santa Rosa
| 3,654
|
Month-to-Month
|
United States
|
0319-QZTCO
|
Joined
| 1
| 0
|
Female
| 1
|
DSL
|
38.460517, -122.790335
| 38.460517
| -122.790335
| 1
| 58.7
| 0
| 2
| 9
|
Offer E
| 1
| 0
| 1
| 1
|
Credit Card
| 1
| 36,125
| 0
|
Q3
| 1
| 3
| 0
|
California
| 0
| 0
| 1
| 3
| 168.6
| 0
| 34.41
| 0
| 203.01
| 1
| 1
|
95401
|
61
| 27
| 46.1
| 0
| null | null | 32
|
Van Nuys
| 6,468
|
Two Year
|
United States
|
7873-CVMAW
|
Stayed
| 0
| 1
|
Male
| 1
|
DSL
|
34.202494, -118.448048
| 34.202494
| -118.448048
| 0
| 88.55
| 1
| 0
| 0
| null | 1
| 1
| 0
| 0
|
Credit Card
| 1
| 51,348
| 1
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 1
| 72
| 6,362.35
| 0
| 3,319.2
| 0
| 9,681.55
| 0
| 1
|
91405
|
48
| 0
| 27.3
| 0
| null | null | 41
|
Thousand Oaks
| 6,094
|
Two Year
|
United States
|
9507-HSMMZ
|
Stayed
| 0
| 0
|
Male
| 0
| null |
34.191842, -118.822796
| 34.191842
| -118.822796
| 0
| 20
| 0
| 0
| 0
|
Offer B
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 33,057
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 54
| 1,149.65
| 0
| 1,474.2
| 0
| 2,623.85
| 0
| 0
|
91362
|
74
| 16
| 11.32
| 0
| null | null | 48
|
Granite Bay
| 3,273
|
Month-to-Month
|
United States
|
2974-GGUXS
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
38.749466, -121.184196
| 38.749466
| -121.184196
| 1
| 91.95
| 1
| 0
| 0
|
Offer C
| 1
| 0
| 1
| 1
|
Credit Card
| 1
| 20,675
| 0
|
Q3
| 0
| 5
| 1
|
California
| 0
| 0
| 1
| 36
| 3,301.05
| 0
| 407.52
| 17.76
| 3,690.81
| 0
| 1
|
95746
|
58
| 30
| 46.17
| 1
|
Competitor
|
Competitor offered higher download speeds
| 91
|
Gustine
| 2,007
|
Month-to-Month
|
United States
|
4702-IOQDC
|
Churned
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
37.147198, -121.120161
| 37.147198
| -121.120161
| 0
| 70.1
| 0
| 0
| 0
|
Offer E
| 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 7,872
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 1
| 70.1
| 0
| 46.17
| 0
| 116.27
| 0
| 1
|
95322
|
34
| 53
| 8.69
| 1
|
Dissatisfaction
|
Service dissatisfaction
| 70
|
Lynwood
| 3,457
|
Month-to-Month
|
United States
|
9191-MYQKX
|
Churned
| 1
| 1
|
Female
| 1
|
Fiber Optic
|
33.923573, -118.200669
| 33.923573
| -118.200669
| 1
| 75.15
| 0
| 5
| 1
| null | 0
| 0
| 1
| 1
|
Bank Withdrawal
| 1
| 69,850
| 0
|
Q3
| 1
| 1
| 0
|
California
| 0
| 0
| 0
| 7
| 496.9
| 0
| 60.83
| 0
| 557.73
| 0
| 1
|
90262
|
41
| 6
| 0
| 1
|
Attitude
|
Attitude of service provider
| 85
|
Linden
| 3,605
|
Month-to-Month
|
United States
|
5868-CZJDR
|
Churned
| 0
| 0
|
Male
| 1
|
DSL
|
38.047746, -121.030499
| 38.047746
| -121.030499
| 0
| 31.35
| 0
| 0
| 0
|
Offer E
| 1
| 0
| 1
| 0
|
Mailed Check
| 0
| 3,148
| 0
|
Q3
| 0
| 2
| 0
|
California
| 0
| 0
| 0
| 1
| 31.35
| 80
| 0
| 0
| 111.35
| 0
| 0
|
95236
|
37
| 19
| 0
| 0
| null | null | 77
|
Santa Cruz
| 3,424
|
One Year
|
United States
|
7325-ENZFI
|
Stayed
| 0
| 0
|
Female
| 1
|
DSL
|
37.007882, -122.065975
| 37.007882
| -122.065975
| 0
| 40.3
| 0
| 0
| 0
| null | 1
| 1
| 1
| 0
|
Bank Withdrawal
| 0
| 4,563
| 1
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 39
| 1,630.4
| 0
| 0
| 0
| 1,630.4
| 0
| 1
|
95064
|
48
| 13
| 28.8
| 1
|
Competitor
|
Competitor made better offer
| 89
|
San Diego
| 5,897
|
Month-to-Month
|
United States
|
3858-VOBET
|
Churned
| 0
| 0
|
Male
| 1
|
Cable
|
32.825086, -117.199424
| 32.825086
| -117.199424
| 0
| 74.95
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 51,213
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 23
| 1,710.45
| 0
| 662.4
| 0
| 2,372.85
| 0
| 1
|
92117
|
50
| 5
| 41.38
| 0
| null | null | 68
|
Wilseyville
| 3,167
|
Month-to-Month
|
United States
|
0988-JRWWP
|
Joined
| 0
| 0
|
Female
| 1
|
DSL
|
38.392686, -120.415951
| 38.392686
| -120.415951
| 0
| 54.2
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 435
| 0
|
Q3
| 0
| 4
| 0
|
California
| 0
| 0
| 1
| 3
| 140.4
| 0
| 124.14
| 0
| 264.54
| 0
| 1
|
95257
|
61
| 0
| 33.13
| 0
| null | null | 49
|
Agoura Hills
| 2,024
|
One Year
|
United States
|
0956-SYCWG
|
Stayed
| 0
| 0
|
Female
| 0
| null |
34.129058, -118.759788
| 34.129058
| -118.759788
| 0
| 19.65
| 0
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 25,303
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 13
| 244.8
| 0
| 430.69
| 0
| 675.49
| 0
| 0
|
91301
|
63
| 17
| 25.17
| 0
| null | null | 37
|
Los Angeles
| 4,989
|
Month-to-Month
|
United States
|
0840-DFEZH
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
34.070291, -118.349191
| 34.070291
| -118.349191
| 0
| 75.35
| 1
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Bank Withdrawal
| 1
| 32,901
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 7
| 564.65
| 0
| 176.19
| 0
| 740.84
| 0
| 1
|
90036
|
57
| 12
| 25.79
| 1
|
Other
|
Moved
| 66
|
Berkeley
| 4,103
|
Month-to-Month
|
United States
|
2979-SXESE
|
Churned
| 0
| 1
|
Female
| 1
|
Cable
|
37.863843, -122.275684
| 37.863843
| -122.275684
| 1
| 94.4
| 1
| 0
| 1
|
Offer D
| 0
| 1
| 0
| 1
|
Bank Withdrawal
| 1
| 19,763
| 0
|
Q3
| 1
| 1
| 0
|
California
| 0
| 0
| 1
| 17
| 1,607.2
| 0
| 438.43
| 0
| 2,045.63
| 0
| 1
|
94703
|
68
| 9
| 0
| 1
|
Attitude
|
Attitude of service provider
| 83
|
Fulton
| 4,095
|
Month-to-Month
|
United States
|
1496-GGSUK
|
Churned
| 0
| 0
|
Female
| 1
|
Cable
|
38.493888, -122.777141
| 38.493888
| -122.777141
| 0
| 25.7
| 0
| 0
| 0
| null | 0
| 0
| 1
| 0
|
Mailed Check
| 0
| 476
| 0
|
Q3
| 0
| 1
| 1
|
California
| 0
| 0
| 0
| 1
| 25.7
| 0
| 0
| 0
| 25.7
| 0
| 1
|
95439
|
35
| 0
| 27.66
| 0
| null | null | 60
|
Beale Afb
| 2,717
|
Two Year
|
United States
|
3266-FTKHB
|
Stayed
| 0
| 0
|
Male
| 0
| null |
39.125311, -121.392283
| 39.125311
| -121.392283
| 0
| 19.15
| 0
| 0
| 0
| null | 0
| 0
| 0
| 0
|
Credit Card
| 1
| 5,654
| 0
|
Q3
| 0
| 3
| 0
|
California
| 0
| 0
| 0
| 17
| 343.45
| 0
| 470.22
| 28.63
| 785.04
| 0
| 0
|
95903
|
28
| 0
| 38.73
| 0
| null | null | 57
|
Kernville
| 5,586
|
One Year
|
United States
|
8499-BRXTD
|
Stayed
| 0
| 0
|
Male
| 0
| null |
35.852892, -118.397782
| 35.852892
| -118.397782
| 0
| 20.1
| 0
| 0
| 0
|
Offer D
| 0
| 0
| 0
| 0
|
Credit Card
| 1
| 1,873
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 18
| 401.85
| 0
| 697.14
| 0
| 1,098.99
| 1
| 0
|
93238
|
34
| 0
| 29.14
| 0
| null | null | 66
|
Fresno
| 4,580
|
Month-to-Month
|
United States
|
5702-SKUOB
|
Stayed
| 0
| 0
|
Female
| 0
| null |
36.78979, -119.929894
| 36.78979
| -119.929894
| 1
| 19.6
| 0
| 0
| 1
| null | 0
| 0
| 0
| 1
|
Credit Card
| 1
| 60,889
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 4
| 93.45
| 0
| 116.56
| 0
| 210.01
| 0
| 0
|
93722
|
40
| 13
| 40.28
| 0
| null | null | 30
|
Winterhaven
| 4,583
|
Month-to-Month
|
United States
|
5804-HYIEZ
|
Stayed
| 1
| 0
|
Male
| 1
|
Fiber Optic
|
32.852947, -114.850784
| 32.852947
| -114.850784
| 1
| 106.05
| 1
| 1
| 1
|
Offer A
| 1
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 3,663
| 0
|
Q3
| 1
| 4
| 0
|
California
| 1
| 1
| 1
| 70
| 7,554.05
| 0
| 2,819.6
| 0
| 10,373.65
| 0
| 1
|
92283
|
50
| 17
| 46.5
| 0
| null | null | 26
|
Tehama
| 4,093
|
Month-to-Month
|
United States
|
5482-VXSXJ
|
Stayed
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
40.021787, -122.127576
| 40.021787
| -122.127576
| 0
| 93.2
| 0
| 0
| 0
| null | 1
| 0
| 1
| 0
|
Credit Card
| 1
| 405
| 0
|
Q3
| 0
| 4
| 0
|
California
| 1
| 1
| 1
| 22
| 2,157.3
| 0
| 1,023
| 0
| 3,180.3
| 0
| 1
|
96090
|
33
| 56
| 26.09
| 0
| null | null | 80
|
Butte City
| 5,447
|
Month-to-Month
|
United States
|
9137-UIYPG
|
Stayed
| 1
| 1
|
Female
| 1
|
Fiber Optic
|
39.449794, -121.936372
| 39.449794
| -121.936372
| 1
| 106.9
| 0
| 3
| 1
| null | 0
| 1
| 1
| 1
|
Bank Withdrawal
| 1
| 303
| 1
|
Q3
| 1
| 3
| 0
|
California
| 1
| 1
| 1
| 35
| 3,756.45
| 150
| 913.15
| 34.47
| 4,785.13
| 0
| 0
|
95920
|
37
| 0
| 20.96
| 0
| null | null | 31
|
Whittier
| 2,269
|
One Year
|
United States
|
8763-KIAFH
|
Stayed
| 0
| 0
|
Female
| 0
| null |
33.945318, -117.992066
| 33.945318
| -117.992066
| 1
| 20.55
| 0
| 0
| 10
| null | 0
| 0
| 1
| 1
|
Credit Card
| 1
| 19,109
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 27
| 583.3
| 0
| 565.92
| 0
| 1,149.22
| 0
| 0
|
90603
|
47
| 0
| 46.91
| 0
| null | null | 64
|
Huntington Beach
| 3,636
|
Month-to-Month
|
United States
|
6131-IUNXN
|
Stayed
| 1
| 0
|
Female
| 0
| null |
33.666301, -117.969501
| 33.666301
| -117.969501
| 1
| 20.2
| 0
| 2
| 6
| null | 0
| 0
| 0
| 1
|
Mailed Check
| 1
| 56,517
| 0
|
Q3
| 1
| 4
| 0
|
California
| 0
| 0
| 0
| 19
| 382.2
| 0
| 891.29
| 0
| 1,273.49
| 0
| 0
|
92646
|
27
| 59
| 20.44
| 1
|
Competitor
|
Competitor offered higher download speeds
| 73
|
Richmond
| 2,827
|
Month-to-Month
|
United States
|
8063-RJYNF
|
Churned
| 0
| 0
|
Male
| 1
|
Fiber Optic
|
37.921034, -122.341798
| 37.921034
| -122.341798
| 0
| 94.25
| 0
| 0
| 0
| null | 0
| 1
| 1
| 0
|
Bank Withdrawal
| 1
| 39,089
| 0
|
Q3
| 0
| 1
| 0
|
California
| 1
| 1
| 1
| 16
| 1,483.25
| 140
| 327.04
| 0
| 1,950.29
| 1
| 0
|
94804
|
44
| 25
| 38.02
| 0
| null | null | 59
|
San Francisco
| 5,176
|
Month-to-Month
|
United States
|
5146-CBVOE
|
Stayed
| 0
| 0
|
Female
| 1
|
Fiber Optic
|
37.721052, -122.413573
| 37.721052
| -122.413573
| 0
| 75.1
| 0
| 0
| 0
| null | 1
| 0
| 0
| 0
|
Bank Withdrawal
| 1
| 40,137
| 0
|
Q3
| 0
| 5
| 0
|
California
| 0
| 0
| 0
| 16
| 1,212.85
| 0
| 608.32
| 0
| 1,821.17
| 0
| 1
|
94134
|
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