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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | 59 | 41.93 | 0 | null | null | 27 |
Spring Valley
| 4,946 |
Month-to-Month
|
United States
|
7967-HYCDE
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
32.730264, -116.950963
| 32.730264 | -116.950963 | 0 | 70.7 | 0 | 0 | 0 |
Offer E
| 0 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 7,863 | 0 |
Q3
| 0 | 5 | 0 |
California
| 0 | 1 | 0 | 8 | 553.4 | 0 | 335.44 | 0 | 888.84 | 1 | 1 |
91978
|
26 | 59 | 24.27 | 0 | null | null | 79 |
The Sea Ranch
| 5,313 |
Two Year
|
United States
|
9795-SHUHB
|
Stayed
| 0 | 0 |
Female
| 1 |
Cable
|
38.696659, -123.436861
| 38.696659 | -123.436861 | 1 | 58.2 | 0 | 0 | 9 | null | 1 | 1 | 1 | 1 |
Credit Card
| 1 | 752 | 1 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 66 | 3,810.8 | 0 | 1,601.82 | 0 | 5,412.62 | 1 | 1 |
95497
|
22 | 51 | 40.36 | 0 | null | null | 67 |
Elk Grove
| 3,479 |
One Year
|
United States
|
1402-PTHGN
|
Stayed
| 1 | 0 |
Female
| 1 |
DSL
|
38.434138, -121.30587
| 38.434138 | -121.30587 | 1 | 61.5 | 0 | 2 | 7 |
Offer D
| 1 | 1 | 1 | 1 |
Credit Card
| 1 | 38,534 | 1 |
Q3
| 1 | 4 | 0 |
California
| 0 | 0 | 0 | 18 | 1,087.45 | 0 | 726.48 | 0 | 1,813.93 | 1 | 1 |
95624
|
76 | 25 | 40.44 | 1 |
Dissatisfaction
|
Limited range of services
| 72 |
Sherman Oaks
| 5,834 |
Month-to-Month
|
United States
|
5868-YWPDW
|
Churned
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
34.146957, -118.432138
| 34.146957 | -118.432138 | 1 | 84.2 | 0 | 0 | 1 | null | 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 29,387 | 0 |
Q3
| 1 | 2 | 1 |
California
| 1 | 0 | 0 | 6 | 519.15 | 0 | 242.64 | 0 | 761.79 | 0 | 1 |
91423
|
67 | 10 | 31.83 | 1 |
Competitor
|
Competitor made better offer
| 86 |
Escondido
| 2,833 |
Month-to-Month
|
United States
|
6179-GJPSO
|
Churned
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
33.141265, -116.967221
| 33.141265 | -116.967221 | 0 | 108.15 | 0 | 0 | 0 | null | 1 | 1 | 1 | 0 |
Credit Card
| 1 | 48,690 | 1 |
Q3
| 0 | 1 | 1 |
California
| 1 | 0 | 1 | 43 | 4,600.7 | 0 | 1,368.69 | 0 | 5,969.39 | 0 | 1 |
92027
|
73 | 25 | 0 | 1 |
Price
|
Price too high
| 65 |
Point Arena
| 6,280 |
Month-to-Month
|
United States
|
6313-GIDIT
|
Churned
| 0 | 1 |
Male
| 1 |
DSL
|
38.911299, -123.609588
| 38.911299 | -123.609588 | 0 | 54.45 | 0 | 0 | 0 | null | 1 | 0 | 1 | 0 |
Bank Withdrawal
| 0 | 1,352 | 0 |
Q3
| 0 | 2 | 1 |
California
| 1 | 0 | 1 | 53 | 2,854.55 | 0 | 0 | 20.16 | 2,834.39 | 0 | 1 |
95468
|
49 | 11 | 33.75 | 1 |
Dissatisfaction
|
Limited range of services
| 91 |
Rialto
| 2,457 |
Month-to-Month
|
United States
|
6331-LWDTQ
|
Churned
| 0 | 0 |
Male
| 1 |
DSL
|
34.156758, -117.404686
| 34.156758 | -117.404686 | 0 | 72.15 | 1 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Credit Card
| 1 | 18,518 | 0 |
Q3
| 0 | 2 | 0 |
California
| 1 | 1 | 1 | 10 | 794.25 | 80 | 337.5 | 0 | 1,211.75 | 0 | 0 |
92377
|
44 | 17 | 10.49 | 1 |
Competitor
|
Competitor offered higher download speeds
| 72 |
Santa Ana
| 2,744 |
Month-to-Month
|
United States
|
0939-YAPAF
|
Churned
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
33.748478, -117.858918
| 33.748478 | -117.858918 | 0 | 100.25 | 1 | 0 | 0 |
Offer C
| 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 58,157 | 0 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 1 | 35 | 3,527.6 | 0 | 367.15 | 0 | 3,894.75 | 0 | 1 |
92701
|
25 | 73 | 45.92 | 0 | null | null | 24 |
Midpines
| 3,913 |
One Year
|
United States
|
3633-CDBUW
|
Stayed
| 1 | 1 |
Male
| 1 |
DSL
|
37.581496, -119.972762
| 37.581496 | -119.972762 | 0 | 80.85 | 0 | 1 | 0 | null | 1 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 433 | 1 |
Q3
| 0 | 5 | 0 |
California
| 1 | 1 | 1 | 17 | 1,445.95 | 50 | 780.64 | 0 | 2,276.59 | 1 | 0 |
95345
|
36 | 0 | 33.44 | 0 | null | null | 64 |
Carmel Valley
| 5,667 |
Month-to-Month
|
United States
|
0787-LHDYT
|
Stayed
| 0 | 0 |
Male
| 0 | null |
36.414611, -121.6386
| 36.414611 | -121.6386 | 0 | 20.6 | 0 | 0 | 0 |
Offer D
| 0 | 0 | 1 | 0 |
Credit Card
| 1 | 6,691 | 0 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 0 | 16 | 330.25 | 0 | 535.04 | 0 | 865.29 | 0 | 0 |
93924
|
26 | 73 | 46.88 | 0 | null | null | 57 |
Fort Bragg
| 3,097 |
Month-to-Month
|
United States
|
6625-UTXEW
|
Stayed
| 0 | 0 |
Female
| 1 |
Cable
|
39.455555, -123.683979
| 39.455555 | -123.683979 | 1 | 51.25 | 0 | 0 | 1 |
Offer D
| 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 14,417 | 0 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 12 | 612.1 | 0 | 562.56 | 0 | 1,174.66 | 1 | 1 |
95437
|
43 | 0 | 46.3 | 0 | null | null | 31 |
Lee Vining
| 3,594 |
Two Year
|
United States
|
1089-XZWHH
|
Stayed
| 1 | 0 |
Female
| 0 | null |
37.890145, -119.184087
| 37.890145 | -119.184087 | 1 | 19.7 | 0 | 3 | 5 | null | 0 | 0 | 1 | 1 |
Credit Card
| 1 | 504 | 0 |
Q3
| 1 | 5 | 0 |
California
| 0 | 0 | 0 | 24 | 494.05 | 0 | 1,111.2 | 0 | 1,605.25 | 0 | 0 |
93541
|
33 | 0 | 1.64 | 0 | null | null | 77 |
Paradise
| 2,185 |
One Year
|
United States
|
9766-HGEDE
|
Stayed
| 0 | 0 |
Female
| 0 | null |
39.69676, -121.644379
| 39.69676 | -121.644379 | 1 | 19.35 | 0 | 0 | 3 |
Offer D
| 0 | 0 | 0 | 1 |
Mailed Check
| 1 | 28,318 | 0 |
Q3
| 1 | 5 | 0 |
California
| 0 | 0 | 0 | 17 | 307 | 0 | 27.88 | 10.57 | 324.31 | 0 | 0 |
95969
|
73 | 22 | 23.91 | 0 | null | null | 44 |
Calexico
| 3,805 |
One Year
|
United States
|
0224-RLWWD
|
Joined
| 0 | 0 |
Female
| 1 |
Cable
|
32.690654, -115.431225
| 32.690654 | -115.431225 | 0 | 44.3 | 0 | 0 | 0 |
Offer E
| 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 27,804 | 0 |
Q3
| 0 | 3 | 1 |
California
| 0 | 0 | 0 | 2 | 89.3 | 0 | 47.82 | 0 | 137.12 | 0 | 1 |
92231
|
77 | 17 | 14.19 | 0 | null | null | 38 |
Shoshone
| 5,479 |
One Year
|
United States
|
3780-DDGSE
|
Stayed
| 1 | 0 |
Male
| 1 |
DSL
|
35.924252, -116.188668
| 35.924252 | -116.188668 | 1 | 76.05 | 0 | 1 | 6 |
Offer C
| 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 87 | 1 |
Q3
| 1 | 5 | 1 |
California
| 1 | 1 | 1 | 35 | 2,747.2 | 0 | 496.65 | 0 | 3,243.85 | 0 | 1 |
92384
|
41 | 14 | 36.05 | 0 | null | null | 78 |
Hayward
| 4,427 |
Two Year
|
United States
|
5965-GGPRW
|
Stayed
| 1 | 1 |
Male
| 1 |
Fiber Optic
|
37.674002, -122.076796
| 37.674002 | -122.076796 | 1 | 105.25 | 1 | 2 | 5 |
Offer A
| 0 | 1 | 0 | 1 |
Bank Withdrawal
| 1 | 60,274 | 0 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 1 | 72 | 7,609.75 | 0 | 2,595.6 | 0 | 10,205.35 | 0 | 1 |
94541
|
42 | 21 | 42.83 | 1 |
Dissatisfaction
|
Limited range of services
| 65 |
Stevinson
| 2,813 |
Month-to-Month
|
United States
|
2154-KVJFF
|
Churned
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
37.316807, -120.855753
| 37.316807 | -120.855753 | 0 | 79.75 | 1 | 0 | 0 |
Offer D
| 1 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 1,960 | 0 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 0 | 15 | 1,111.85 | 0 | 642.45 | 0 | 1,754.3 | 0 | 1 |
95374
|
41 | 23 | 36.91 | 1 |
Competitor
|
Competitor made better offer
| 68 |
Fallbrook
| 5,762 |
Month-to-Month
|
United States
|
4210-QFJMF
|
Churned
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
33.362575, -117.299644
| 33.362575 | -117.299644 | 0 | 79.15 | 0 | 0 | 0 |
Offer E
| 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 42,239 | 0 |
Q3
| 0 | 1 | 0 |
California
| 1 | 1 | 0 | 4 | 317.25 | 0 | 147.64 | 0 | 464.89 | 0 | 1 |
92028
|
37 | 0 | 10.13 | 0 | null | null | 34 |
Madeline
| 4,878 |
Two Year
|
United States
|
6340-DACFT
|
Stayed
| 1 | 0 |
Female
| 0 | null |
41.042003, -120.506086
| 41.042003 | -120.506086 | 1 | 20.55 | 0 | 3 | 10 | null | 0 | 0 | 0 | 1 |
Credit Card
| 1 | 85 | 0 |
Q3
| 1 | 4 | 0 |
California
| 0 | 0 | 0 | 50 | 1,070.25 | 0 | 506.5 | 0 | 1,576.75 | 0 | 0 |
96119
|
44 | 11 | 13.76 | 0 | null | null | 56 |
Fresno
| 5,365 |
One Year
|
United States
|
6061-GWWAV
|
Stayed
| 1 | 1 |
Male
| 1 |
Cable
|
36.793601, -119.761131
| 36.793601 | -119.761131 | 0 | 70.2 | 0 | 1 | 0 | null | 1 | 1 | 0 | 0 |
Credit Card
| 1 | 39,148 | 0 |
Q3
| 0 | 4 | 0 |
California
| 0 | 0 | 1 | 41 | 2,894.55 | 0 | 564.16 | 0 | 3,458.71 | 0 | 1 |
93726
|
30 | 0 | 29.86 | 0 | null | null | 40 |
Ontario
| 2,183 |
Month-to-Month
|
United States
|
4634-JLRJT
|
Joined
| 0 | 0 |
Female
| 0 | null |
34.074087, -117.605618
| 34.074087 | -117.605618 | 0 | 20.35 | 0 | 0 | 0 |
Offer E
| 0 | 0 | 1 | 0 |
Credit Card
| 1 | 49,474 | 0 |
Q3
| 0 | 4 | 0 |
California
| 0 | 0 | 0 | 1 | 20.35 | 0 | 29.86 | 0 | 50.21 | 0 | 0 |
91764
|
23 | 41 | 23.68 | 0 | null | null | 72 |
Glendora
| 2,985 |
Two Year
|
United States
|
8792-AOROI
|
Stayed
| 0 | 0 |
Female
| 1 |
DSL
|
34.14649, -117.849815
| 34.14649 | -117.849815 | 1 | 65.5 | 0 | 0 | 1 |
Offer E
| 0 | 1 | 0 | 1 |
Credit Card
| 1 | 24,973 | 1 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 0 | 8 | 564.35 | 0 | 189.44 | 0 | 753.79 | 1 | 1 |
91741
|
68 | 17 | 2.27 | 1 |
Price
|
Price too high
| 89 |
Gasquet
| 3,684 |
Month-to-Month
|
United States
|
2815-CPTUL
|
Churned
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
41.867908, -123.794144
| 41.867908 | -123.794144 | 0 | 70.25 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Credit Card
| 1 | 532 | 0 |
Q3
| 0 | 2 | 1 |
California
| 0 | 0 | 0 | 5 | 331.9 | 0 | 11.35 | 12.48 | 330.77 | 0 | 1 |
95543
|
72 | 17 | 48.68 | 0 | null | null | 52 |
Bass Lake
| 5,869 |
Two Year
|
United States
|
4199-QHJNM
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
37.458367, -119.345011
| 37.458367 | -119.345011 | 1 | 102.9 | 1 | 0 | 9 |
Offer A
| 1 | 0 | 0 | 1 |
Bank Withdrawal
| 1 | 613 | 1 |
Q3
| 1 | 3 | 1 |
California
| 1 | 1 | 1 | 67 | 6,989.7 | 0 | 3,261.56 | 0 | 10,251.26 | 0 | 1 |
93604
|
66 | 18 | 31.31 | 0 | null | null | 56 |
Isleton
| 5,294 |
Two Year
|
United States
|
8024-XNAFQ
|
Stayed
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
38.154823, -121.601358
| 38.154823 | -121.601358 | 0 | 107.4 | 1 | 0 | 0 | null | 1 | 1 | 1 | 0 |
Bank Withdrawal
| 1 | 2,010 | 1 |
Q3
| 0 | 4 | 1 |
California
| 1 | 1 | 0 | 72 | 7,748.75 | 0 | 2,254.32 | 0 | 10,003.07 | 0 | 1 |
95641
|
44 | 0 | 7.14 | 0 | null | null | 43 |
Los Angeles
| 5,293 |
Two Year
|
United States
|
1699-TLDLZ
|
Stayed
| 1 | 0 |
Female
| 0 | null |
34.108455, -118.362081
| 34.108455 | -118.362081 | 1 | 19.7 | 0 | 2 | 10 |
Offer D
| 0 | 0 | 0 | 1 |
Credit Card
| 1 | 49,839 | 0 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 16 | 301.55 | 0 | 114.24 | 0 | 415.79 | 0 | 0 |
90046
|
64 | 16 | 18.79 | 1 |
Other
|
Don't know
| 66 |
San Diego
| 5,545 |
Month-to-Month
|
United States
|
1723-HKXJQ
|
Churned
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
32.807867, -117.060993
| 32.807867 | -117.060993 | 0 | 101.75 | 1 | 0 | 0 | null | 1 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 25,569 | 0 |
Q3
| 0 | 2 | 0 |
California
| 1 | 1 | 1 | 42 | 4,273.45 | 0 | 789.18 | 0 | 5,062.63 | 0 | 1 |
92120
|
33 | 22 | 23.74 | 0 | null | null | 32 |
Ceres
| 5,507 |
One Year
|
United States
|
0635-WKOLD
|
Stayed
| 0 | 0 |
Male
| 1 |
DSL
|
37.553469, -120.952825
| 37.553469 | -120.952825 | 1 | 70.75 | 1 | 0 | 0 |
Offer B
| 1 | 0 | 0 | 1 |
Credit Card
| 1 | 32,881 | 1 |
Q3
| 0 | 5 | 0 |
California
| 0 | 0 | 1 | 40 | 2,921.75 | 0 | 949.6 | 0 | 3,871.35 | 0 | 1 |
95307
|
48 | 28 | 18.2 | 0 | null | null | 61 |
Hayward
| 4,846 |
Two Year
|
United States
|
3429-IFLEM
|
Stayed
| 0 | 1 |
Female
| 1 |
DSL
|
37.639215, -122.037554
| 37.639215 | -122.037554 | 0 | 77.35 | 0 | 0 | 0 |
Offer A
| 1 | 1 | 0 | 0 |
Credit Card
| 1 | 72,993 | 1 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 1 | 71 | 5,550.1 | 0 | 1,292.2 | 0 | 6,842.3 | 0 | 1 |
94544
|
20 | 51 | 0 | 1 |
Competitor
|
Competitor made better offer
| 91 |
San Diego
| 5,421 |
Month-to-Month
|
United States
|
7242-QZLXF
|
Churned
| 1 | 0 |
Male
| 1 |
Cable
|
32.898613, -117.202937
| 32.898613 | -117.202937 | 0 | 25.3 | 0 | 3 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 0 | 4,258 | 0 |
Q3
| 0 | 2 | 0 |
California
| 0 | 0 | 0 | 1 | 25.3 | 10 | 0 | 0 | 35.3 | 1 | 0 |
92121
|
58 | 23 | 5.92 | 0 | null | null | 40 |
Gasquet
| 6,339 |
Month-to-Month
|
United States
|
8705-DWKTI
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
41.867908, -123.794144
| 41.867908 | -123.794144 | 0 | 83.8 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Credit Card
| 1 | 532 | 0 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 0 | 52 | 4,331.4 | 70 | 307.84 | 0 | 4,709.24 | 0 | 0 |
95543
|
79 | 12 | 0 | 0 | null | null | 28 |
Lancaster
| 4,162 |
Two Year
|
United States
|
8169-SAEJD
|
Stayed
| 0 | 0 |
Male
| 1 |
DSL
|
34.712708, -117.889656
| 34.712708 | -117.889656 | 1 | 56.55 | 0 | 0 | 10 |
Offer A
| 1 | 1 | 0 | 1 |
Credit Card
| 0 | 57,794 | 0 |
Q3
| 1 | 3 | 1 |
California
| 1 | 1 | 1 | 69 | 3,952.65 | 40 | 0 | 0 | 3,992.65 | 0 | 0 |
93535
|
60 | 29 | 10.95 | 0 | null | null | 32 |
Torrance
| 3,734 |
Month-to-Month
|
United States
|
1173-XZPYF
|
Stayed
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
33.833699, -118.314387
| 33.833699 | -118.314387 | 0 | 89.2 | 1 | 0 | 0 |
Offer D
| 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 40,705 | 0 |
Q3
| 0 | 4 | 0 |
California
| 0 | 0 | 1 | 11 | 990.3 | 0 | 120.45 | 0 | 1,110.75 | 0 | 1 |
90501
|
25 | 41 | 36.54 | 0 | null | null | 37 |
Patterson
| 5,057 |
Month-to-Month
|
United States
|
2294-DMMUS
|
Stayed
| 1 | 0 |
Female
| 1 |
DSL
|
37.410236, -121.320337
| 37.410236 | -121.320337 | 1 | 70.45 | 1 | 3 | 9 | null | 0 | 0 | 1 | 1 |
Credit Card
| 1 | 15,536 | 0 |
Q3
| 1 | 5 | 0 |
California
| 1 | 1 | 1 | 62 | 4,300.45 | 0 | 2,265.48 | 0 | 6,565.93 | 1 | 1 |
95363
|
72 | 12 | 35 | 0 | null | null | 71 |
Newport Beach
| 5,626 |
One Year
|
United States
|
0380-NEAVX
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
33.634626, -117.874882
| 33.634626 | -117.874882 | 0 | 99.85 | 0 | 0 | 0 | null | 1 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 28,687 | 0 |
Q3
| 0 | 5 | 1 |
California
| 1 | 0 | 1 | 34 | 3,343.15 | 0 | 1,190 | 0 | 4,533.15 | 0 | 1 |
92660
|
49 | 0 | 17.43 | 0 | null | null | 34 |
Yuba City
| 4,167 |
Month-to-Month
|
United States
|
5384-ZTTWP
|
Stayed
| 1 | 0 |
Female
| 0 | null |
39.02741, -121.614982
| 39.02741 | -121.614982 | 1 | 19.8 | 0 | 1 | 4 |
Offer D
| 0 | 0 | 0 | 1 |
Mailed Check
| 1 | 34,967 | 0 |
Q3
| 1 | 4 | 0 |
California
| 0 | 0 | 0 | 15 | 272.95 | 0 | 261.45 | 18.55 | 515.85 | 0 | 0 |
95991
|
38 | 24 | 49.08 | 0 | null | null | 30 |
San Francisco
| 4,010 |
One Year
|
United States
|
9199-PWQVC
|
Stayed
| 0 | 0 |
Female
| 1 |
Cable
|
37.731505, -122.384532
| 37.731505 | -122.384532 | 1 | 79.7 | 1 | 0 | 1 |
Offer B
| 1 | 1 | 1 | 1 |
Credit Card
| 1 | 33,177 | 0 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 1 | 63 | 4,786.15 | 30 | 3,092.04 | 0 | 7,908.19 | 0 | 0 |
94124
|
55 | 27 | 20.02 | 0 | null | null | 69 |
Porter Ranch
| 3,795 |
One Year
|
United States
|
9323-HGFWY
|
Stayed
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
34.281911, -118.556218
| 34.281911 | -118.556218 | 1 | 101.9 | 0 | 0 | 0 |
Offer C
| 0 | 1 | 1 | 1 |
Credit Card
| 1 | 28,067 | 1 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 1 | 27 | 2,681.15 | 0 | 540.54 | 0 | 3,221.69 | 0 | 1 |
91326
|
66 | 16 | 29.8 | 0 | null | null | 70 |
Tehachapi
| 4,447 |
Month-to-Month
|
United States
|
1580-BMCMR
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
35.073777, -118.652112
| 35.073777 | -118.652112 | 0 | 87.3 | 0 | 0 | 0 | null | 0 | 1 | 1 | 0 |
Bank Withdrawal
| 1 | 25,805 | 0 |
Q3
| 0 | 3 | 1 |
California
| 1 | 1 | 0 | 19 | 1,637.3 | 0 | 566.2 | 0 | 2,203.5 | 0 | 1 |
93561
|
40 | 0 | 42.37 | 0 | null | null | 30 |
San Simeon
| 4,746 |
Two Year
|
United States
|
0603-TPMIB
|
Stayed
| 1 | 0 |
Female
| 0 | null |
35.746484, -121.223355
| 35.746484 | -121.223355 | 1 | 25.45 | 1 | 2 | 0 |
Offer B
| 0 | 0 | 0 | 1 |
Credit Card
| 1 | 471 | 0 |
Q3
| 0 | 4 | 0 |
California
| 0 | 0 | 0 | 59 | 1,534.05 | 0 | 2,499.83 | 0 | 4,033.88 | 0 | 0 |
93452
|
52 | 19 | 0 | 0 | null | null | 43 |
Fort Bragg
| 4,117 |
One Year
|
United States
|
8821-KVZKQ
|
Stayed
| 1 | 1 |
Female
| 1 |
Cable
|
39.455555, -123.683979
| 39.455555 | -123.683979 | 1 | 58.4 | 0 | 2 | 1 |
Offer A
| 1 | 0 | 1 | 1 |
Bank Withdrawal
| 0 | 14,417 | 1 |
Q3
| 1 | 5 | 0 |
California
| 1 | 1 | 1 | 70 | 4,113.15 | 0 | 0 | 32.53 | 4,080.62 | 0 | 1 |
95437
|
63 | 10 | 27.04 | 0 | null | null | 22 |
Long Beach
| 5,156 |
Month-to-Month
|
United States
|
8992-VONJD
|
Stayed
| 1 | 0 |
Female
| 1 |
DSL
|
33.778436, -118.118648
| 33.778436 | -118.118648 | 0 | 56 | 0 | 1 | 0 | null | 1 | 1 | 1 | 0 |
Bank Withdrawal
| 1 | 425 | 0 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 0 | 13 | 764.55 | 0 | 351.52 | 0 | 1,116.07 | 0 | 1 |
90822
|
62 | 30 | 0 | 0 | null | null | 40 |
Santa Ana
| 2,855 |
One Year
|
United States
|
1153-GNOLC
|
Stayed
| 0 | 0 |
Male
| 1 |
DSL
|
33.714829, -117.872941
| 33.714829 | -117.872941 | 0 | 39.1 | 0 | 0 | 0 | null | 1 | 0 | 1 | 0 |
Bank Withdrawal
| 0 | 62,634 | 0 |
Q3
| 0 | 4 | 0 |
California
| 0 | 0 | 1 | 33 | 1,309 | 0 | 0 | 0 | 1,309 | 0 | 1 |
92707
|
19 | 0 | 14.1 | 0 | null | null | 27 |
Laguna Niguel
| 5,587 |
Month-to-Month
|
United States
|
7343-EOBEU
|
Joined
| 0 | 0 |
Male
| 0 | null |
33.529047, -117.701175
| 33.529047 | -117.701175 | 1 | 23.6 | 1 | 0 | 9 |
Offer E
| 0 | 0 | 1 | 1 |
Credit Card
| 1 | 62,103 | 0 |
Q3
| 1 | 5 | 0 |
California
| 0 | 0 | 0 | 3 | 89.05 | 0 | 42.3 | 0 | 131.35 | 1 | 0 |
92677
|
38 | 24 | 42.9 | 0 | null | null | 58 |
Alamo
| 6,315 |
Two Year
|
United States
|
5161-UBZXI
|
Stayed
| 1 | 0 |
Male
| 1 |
Fiber Optic
|
37.855717, -121.994813
| 37.855717 | -121.994813 | 1 | 106.35 | 0 | 2 | 1 | null | 1 | 1 | 1 | 1 |
Credit Card
| 1 | 15,187 | 1 |
Q3
| 1 | 4 | 0 |
California
| 1 | 1 | 1 | 69 | 7,261.75 | 0 | 2,960.1 | 0 | 10,221.85 | 0 | 1 |
94507
|
34 | 30 | 0 | 0 | null | null | 39 |
Mammoth Lakes
| 3,300 |
Month-to-Month
|
United States
|
6537-QLGEX
|
Stayed
| 0 | 0 |
Female
| 1 |
DSL
|
37.550074, -118.837167
| 37.550074 | -118.837167 | 0 | 38.9 | 0 | 0 | 0 | null | 0 | 1 | 1 | 0 |
Bank Withdrawal
| 0 | 8,217 | 0 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 1 | 16 | 664.4 | 0 | 0 | 0 | 664.4 | 0 | 1 |
93546
|
54 | 22 | 1.85 | 0 | null | null | 52 |
Tehama
| 4,895 |
Month-to-Month
|
United States
|
6339-YPSAH
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
40.021787, -122.127576
| 40.021787 | -122.127576 | 0 | 73.8 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 405 | 0 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 0 | 9 | 704.3 | 50 | 16.65 | 0 | 770.95 | 0 | 0 |
96090
|
75 | 24 | 46.71 | 0 | null | null | 60 |
Escondido
| 3,493 |
Two Year
|
United States
|
5692-ICXLW
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
33.141265, -116.967221
| 33.141265 | -116.967221 | 0 | 90.7 | 1 | 0 | 0 | null | 1 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 48,690 | 0 |
Q3
| 0 | 5 | 1 |
California
| 0 | 0 | 1 | 31 | 2,845.15 | 100 | 1,448.01 | 0 | 4,393.16 | 0 | 0 |
92027
|
48 | 15 | 13.05 | 0 | null | null | 40 |
Santa Barbara
| 5,928 |
Month-to-Month
|
United States
|
9931-KGHOA
|
Stayed
| 0 | 0 |
Female
| 1 |
DSL
|
34.438581, -119.685368
| 34.438581 | -119.685368 | 1 | 55 | 1 | 0 | 9 | null | 0 | 1 | 0 | 1 |
Bank Withdrawal
| 1 | 20,893 | 0 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 46 | 2,473.95 | 0 | 600.3 | 31.39 | 3,042.86 | 0 | 1 |
93103
|
47 | 29 | 40.79 | 1 |
Competitor
|
Competitor had better devices
| 68 |
Nice
| 5,598 |
Month-to-Month
|
United States
|
8878-HMWBV
|
Churned
| 0 | 1 |
Male
| 1 |
DSL
|
39.12334, -122.838198
| 39.12334 | -122.838198 | 0 | 49.15 | 0 | 0 | 0 |
Offer E
| 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 2,223 | 0 |
Q3
| 0 | 1 | 0 |
California
| 0 | 0 | 0 | 3 | 169.05 | 10 | 122.37 | 0 | 301.42 | 0 | 0 |
95464
|
45 | 21 | 1.07 | 0 | null | null | 39 |
Deer Park
| 5,679 |
Two Year
|
United States
|
1414-YADCW
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
38.554383, -122.474773
| 38.554383 | -122.474773 | 1 | 84.6 | 0 | 0 | 3 |
Offer A
| 1 | 1 | 0 | 1 |
Bank Withdrawal
| 1 | 223 | 1 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 70 | 5,706.2 | 0 | 74.9 | 0 | 5,781.1 | 0 | 1 |
94576
|
23 | 51 | 35.47 | 0 | null | null | 75 |
Stockton
| 6,186 |
Two Year
|
United States
|
2001-EWBQU
|
Stayed
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
38.033219, -121.297433
| 38.033219 | -121.297433 | 0 | 104.7 | 1 | 0 | 0 | null | 1 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 40,611 | 0 |
Q3
| 0 | 5 | 0 |
California
| 1 | 1 | 1 | 60 | 6,333.8 | 150 | 2,128.2 | 0 | 8,612 | 1 | 0 |
95210
|
52 | 0 | 15.48 | 0 | null | null | 80 |
Oak View
| 2,839 |
Month-to-Month
|
United States
|
5546-BYZSM
|
Stayed
| 0 | 0 |
Female
| 0 | null |
34.404544, -119.302118
| 34.404544 | -119.302118 | 0 | 20.45 | 0 | 0 | 0 |
Offer B
| 0 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 6,503 | 0 |
Q3
| 0 | 5 | 0 |
California
| 0 | 0 | 0 | 41 | 775.6 | 0 | 634.68 | 0 | 1,410.28 | 0 | 0 |
93022
|
48 | 0 | 24.79 | 0 | null | null | 55 |
Stockton
| 5,433 |
Month-to-Month
|
United States
|
8573-CGOCC
|
Stayed
| 0 | 0 |
Male
| 0 | null |
37.946282, -121.139499
| 37.946282 | -121.139499 | 0 | 19.75 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 |
Credit Card
| 1 | 23,789 | 0 |
Q3
| 0 | 5 | 0 |
California
| 0 | 0 | 0 | 16 | 294.9 | 0 | 396.64 | 0 | 691.54 | 0 | 0 |
95215
|
20 | 76 | 8.08 | 1 |
Competitor
|
Competitor made better offer
| 65 |
San Diego
| 2,810 |
Month-to-Month
|
United States
|
6682-QJDGB
|
Churned
| 1 | 0 |
Male
| 1 |
DSL
|
32.787836, -117.232362
| 32.787836 | -117.232376 | 0 | 55.25 | 0 | 1 | 0 | null | 1 | 1 | 1 | 0 |
Mailed Check
| 1 | 46,086 | 0 |
Q3
| 0 | 1 | 0 |
California
| 0 | 0 | 0 | 40 | 2,139.2 | 0 | 323.2 | 0 | 2,462.4 | 1 | 1 |
92109
|
80 | 2 | 15.23 | 0 | null | null | 37 |
Penngrove
| 6,144 |
Two Year
|
United States
|
4829-ZLJTK
|
Stayed
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
38.325599, -122.642352
| 38.325599 | -122.642352 | 1 | 112.4 | 1 | 0 | 5 |
Offer A
| 1 | 1 | 1 | 1 |
Bank Withdrawal
| 1 | 3,777 | 0 |
Q3
| 1 | 3 | 1 |
California
| 1 | 0 | 1 | 72 | 8,046.85 | 0 | 1,096.56 | 0 | 9,143.41 | 0 | 1 |
94951
|
42 | 9 | 48.09 | 0 | null | null | 59 |
Santa Ynez
| 4,935 |
One Year
|
United States
|
0983-TATYJ
|
Stayed
| 0 | 0 |
Female
| 1 |
DSL
|
34.630356, -120.032564
| 34.630356 | -120.032564 | 1 | 51.45 | 0 | 0 | 7 | null | 0 | 0 | 1 | 1 |
Credit Card
| 1 | 5,710 | 1 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 33 | 1,758.9 | 0 | 1,586.97 | 0 | 3,345.87 | 0 | 1 |
93460
|
30 | 85 | 48.16 | 0 | null | null | 43 |
San Bernardino
| 4,858 |
Month-to-Month
|
United States
|
8160-HOWOX
|
Stayed
| 0 | 0 |
Female
| 1 |
DSL
|
34.250069, -117.393949
| 34.250069 | -117.393949 | 0 | 66.85 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 49,355 | 0 |
Q3
| 0 | 4 | 0 |
California
| 1 | 1 | 1 | 7 | 458.1 | 0 | 337.12 | 0 | 795.22 | 0 | 1 |
92407
|
45 | 19 | 1.02 | 1 |
Competitor
|
Competitor made better offer
| 79 |
Princeton
| 5,449 |
Month-to-Month
|
United States
|
5766-XQXMQ
|
Churned
| 0 | 1 |
Female
| 1 |
DSL
|
39.424957, -122.039307
| 39.424957 | -122.039307 | 0 | 68.85 | 0 | 0 | 0 | null | 1 | 1 | 1 | 0 |
Bank Withdrawal
| 1 | 495 | 0 |
Q3
| 0 | 1 | 0 |
California
| 1 | 1 | 0 | 29 | 1,970.5 | 0 | 29.58 | 0 | 2,000.08 | 0 | 1 |
95970
|
22 | 58 | 35.6 | 1 |
Dissatisfaction
|
Poor expertise of online support
| 81 |
Van Nuys
| 3,638 |
Month-to-Month
|
United States
|
2232-DMLXU
|
Churned
| 0 | 0 |
Female
| 1 |
DSL
|
34.17847, -118.459472
| 34.17847 | -118.459472 | 1 | 55.2 | 0 | 0 | 0 | null | 0 | 0 | 0 | 1 |
Credit Card
| 1 | 23,646 | 0 |
Q3
| 0 | 2 | 0 |
California
| 0 | 1 | 1 | 1 | 55.2 | 0 | 35.6 | 0 | 90.8 | 1 | 1 |
91411
|
43 | 7 | 0 | 0 | null | null | 30 |
Diamond Bar
| 6,107 |
Month-to-Month
|
United States
|
9501-UKKNL
|
Stayed
| 0 | 0 |
Male
| 1 |
DSL
|
33.992416, -117.807874
| 33.992416 | -117.807874 | 0 | 51.7 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 0 | 46,532 | 1 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 1 | 59 | 3,005.8 | 0 | 0 | 0 | 3,005.8 | 0 | 1 |
91765
|
29 | 0 | 33.58 | 1 |
Competitor
|
Competitor made better offer
| 92 |
Los Angeles
| 4,832 |
Month-to-Month
|
United States
|
1066-JKSGK
|
Churned
| 0 | 0 |
Male
| 0 | null |
34.066303, -118.435479
| 34.066303 | -118.435479 | 0 | 20.15 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 |
Credit Card
| 1 | 44,150 | 0 |
Q3
| 0 | 1 | 0 |
California
| 0 | 0 | 0 | 1 | 20.15 | 0 | 33.58 | 0 | 53.73 | 1 | 0 |
90024
|
46 | 12 | 11.32 | 1 |
Dissatisfaction
|
Service dissatisfaction
| 71 |
Trinidad
| 3,185 |
Month-to-Month
|
United States
|
5219-YIPTK
|
Churned
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
41.162295, -124.027381
| 41.162295 | -124.027381 | 1 | 104.4 | 1 | 0 | 1 | null | 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 2,369 | 0 |
Q3
| 1 | 1 | 0 |
California
| 1 | 1 | 1 | 33 | 3,409.6 | 0 | 373.56 | 0 | 3,783.16 | 0 | 1 |
95570
|
50 | 3 | 27.16 | 0 | null | null | 75 |
Etna
| 4,068 |
One Year
|
United States
|
9475-NNDGC
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
41.405193, -123.008567
| 41.405193 | -123.008567 | 1 | 113.15 | 1 | 0 | 8 | null | 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 2,156 | 1 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 1 | 71 | 7,953.25 | 0 | 1,928.36 | 0 | 9,881.61 | 0 | 1 |
96027
|
77 | 28 | 19.46 | 1 |
Attitude
|
Attitude of service provider
| 91 |
San Diego
| 4,060 |
One Year
|
United States
|
6664-FPDAC
|
Churned
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
32.762506, -117.07245
| 32.762506 | -117.07245 | 0 | 111.95 | 1 | 0 | 0 |
Offer B
| 1 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 56,887 | 1 |
Q3
| 0 | 3 | 1 |
California
| 1 | 0 | 1 | 56 | 6,418.9 | 0 | 1,089.76 | 0 | 7,508.66 | 0 | 1 |
92115
|
33 | 8 | 44.87 | 0 | null | null | 38 |
Calpine
| 4,771 |
One Year
|
United States
|
0930-EHUZA
|
Stayed
| 0 | 1 |
Female
| 1 |
Cable
|
39.672813, -120.456699
| 39.672813 | -120.456699 | 0 | 76.35 | 0 | 0 | 0 | null | 1 | 1 | 1 | 0 |
Credit Card
| 1 | 322 | 1 |
Q3
| 0 | 5 | 0 |
California
| 0 | 0 | 1 | 36 | 2,606.35 | 0 | 1,615.32 | 0 | 4,221.67 | 0 | 1 |
96124
|
59 | 53 | 18.99 | 0 | null | null | 72 |
Rescue
| 4,173 |
Two Year
|
United States
|
5181-OABFK
|
Stayed
| 1 | 1 |
Female
| 1 |
Cable
|
38.724322, -120.991237
| 38.724322 | -120.991237 | 1 | 61.3 | 0 | 3 | 7 | null | 1 | 1 | 1 | 1 |
Credit Card
| 1 | 3,815 | 0 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 56 | 3,346.8 | 0 | 1,063.44 | 0 | 4,410.24 | 0 | 1 |
95672
|
23 | 0 | 27.96 | 0 | null | null | 57 |
Oak Park
| 4,390 |
One Year
|
United States
|
7813-TKCVO
|
Stayed
| 0 | 0 |
Female
| 0 | null |
34.19225, -118.776874
| 34.19225 | -118.776874 | 1 | 20.35 | 0 | 0 | 1 | null | 0 | 0 | 0 | 1 |
Credit Card
| 1 | 14,814 | 0 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 0 | 20 | 393.15 | 0 | 559.2 | 0 | 952.35 | 1 | 0 |
91377
|
24 | 26 | 30.92 | 0 | null | null | 40 |
Big Oak Flat
| 6,209 |
Two Year
|
United States
|
1699-UOTXU
|
Stayed
| 0 | 1 |
Male
| 1 |
DSL
|
37.818589, -120.256995
| 37.818589 | -120.256995 | 0 | 61.4 | 0 | 0 | 0 |
Offer B
| 1 | 1 | 0 | 0 |
Bank Withdrawal
| 1 | 167 | 0 |
Q3
| 0 | 3 | 0 |
California
| 0 | 0 | 0 | 60 | 3,638.25 | 0 | 1,855.2 | 0 | 5,493.45 | 1 | 1 |
95305
|
40 | 29 | 27.66 | 0 | null | null | 74 |
Weed
| 6,298 |
Month-to-Month
|
United States
|
1548-FEHVL
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
41.465121, -122.380947
| 41.465121 | -122.380947 | 1 | 106.2 | 1 | 0 | 6 | null | 1 | 1 | 1 | 1 |
Bank Withdrawal
| 1 | 5,896 | 0 |
Q3
| 1 | 4 | 0 |
California
| 1 | 1 | 1 | 61 | 6,375.2 | 0 | 1,687.26 | 0 | 8,062.46 | 0 | 1 |
96094
|
51 | 19 | 0 | 0 | null | null | 45 |
Stevenson Ranch
| 3,287 |
Month-to-Month
|
United States
|
0128-MKWSG
|
Stayed
| 1 | 0 |
Female
| 1 |
DSL
|
34.364153, -118.615583
| 34.364153 | -118.615583 | 0 | 45.8 | 0 | 2 | 0 | null | 0 | 1 | 0 | 0 |
Credit Card
| 0 | 9,937 | 1 |
Q3
| 0 | 4 | 0 |
California
| 1 | 1 | 0 | 26 | 1,147 | 0 | 0 | 0 | 1,147 | 0 | 1 |
91381
|
42 | 13 | 1.83 | 0 | null | null | 65 |
Litchfield
| 4,023 |
Two Year
|
United States
|
4293-ETKAP
|
Stayed
| 1 | 0 |
Female
| 1 |
Cable
|
40.507272, -120.338228
| 40.507272 | -120.338228 | 1 | 79.4 | 1 | 1 | 10 |
Offer B
| 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 385 | 1 |
Q3
| 1 | 4 | 0 |
California
| 1 | 1 | 1 | 65 | 5,071.9 | 0 | 118.95 | 0 | 5,190.85 | 0 | 1 |
96117
|
45 | 3 | 17.87 | 0 | null | null | 78 |
Cabazon
| 5,949 |
Two Year
|
United States
|
9788-HNGUT
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
33.929812, -116.76058
| 33.929812 | -116.76058 | 1 | 116.95 | 1 | 0 | 9 |
Offer A
| 1 | 1 | 1 | 1 |
Credit Card
| 1 | 2,355 | 1 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 1 | 72 | 8,594.4 | 0 | 1,286.64 | 0 | 9,881.04 | 0 | 1 |
92230
|
51 | 2 | 9.95 | 0 | null | null | 77 |
Thornton
| 4,986 |
One Year
|
United States
|
5223-UZAVK
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
38.157794, -121.520223
| 38.157794 | -121.520223 | 0 | 100.3 | 0 | 0 | 0 |
Offer B
| 1 | 1 | 1 | 0 |
Credit Card
| 1 | 1,472 | 0 |
Q3
| 0 | 5 | 0 |
California
| 1 | 1 | 1 | 64 | 6,603.8 | 0 | 636.8 | 0 | 7,240.6 | 0 | 1 |
95686
|
62 | 14 | 46.63 | 0 | null | null | 41 |
Fish Camp
| 4,754 |
Two Year
|
United States
|
7602-MVRMB
|
Stayed
| 1 | 1 |
Female
| 1 |
Fiber Optic
|
37.483535, -119.679414
| 37.483535 | -119.679414 | 1 | 110.45 | 1 | 1 | 9 | null | 0 | 1 | 1 | 1 |
Bank Withdrawal
| 1 | 77 | 1 |
Q3
| 1 | 4 | 0 |
California
| 1 | 1 | 1 | 72 | 8,058.85 | 0 | 3,357.36 | 0 | 11,416.21 | 0 | 1 |
93623
|
27 | 0 | 39.89 | 0 | null | null | 76 |
Montebello
| 3,172 |
Month-to-Month
|
United States
|
7219-TLZHO
|
Stayed
| 1 | 0 |
Female
| 0 | null |
34.015217, -118.109962
| 34.015217 | -118.109962 | 1 | 20.85 | 0 | 1 | 1 | null | 0 | 0 | 0 | 1 |
Credit Card
| 1 | 62,425 | 0 |
Q3
| 1 | 5 | 0 |
California
| 0 | 0 | 0 | 4 | 62.9 | 0 | 159.56 | 0 | 222.46 | 1 | 0 |
90640
|
43 | 15 | 13.02 | 1 |
Competitor
|
Competitor had better devices
| 92 |
Dixon
| 5,094 |
Month-to-Month
|
United States
|
2568-BRGYX
|
Churned
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
38.392821, -121.799917
| 38.392821 | -121.799917 | 0 | 70.2 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 18,529 | 0 |
Q3
| 0 | 1 | 0 |
California
| 0 | 0 | 0 | 4 | 237.95 | 0 | 52.08 | 0 | 290.03 | 0 | 1 |
95620
|
32 | 16 | 12.19 | 0 | null | null | 42 |
Palo Verde
| 5,106 |
Month-to-Month
|
United States
|
8468-EHYJA
|
Stayed
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
33.3249, -114.758334
| 33.3249 | -114.758334 | 1 | 99.65 | 1 | 0 | 0 |
Offer B
| 0 | 1 | 1 | 1 |
Bank Withdrawal
| 1 | 291 | 0 |
Q3
| 0 | 4 | 0 |
California
| 1 | 1 | 1 | 57 | 5,497.05 | 0 | 694.83 | 0 | 6,191.88 | 0 | 1 |
92266
|
42 | 53 | 29.54 | 0 | null | null | 43 |
Los Angeles
| 4,459 |
Month-to-Month
|
United States
|
1452-KIOVK
|
Stayed
| 1 | 0 |
Male
| 1 |
Fiber Optic
|
34.027337, -118.28515
| 34.027337 | -118.28515 | 0 | 89.1 | 1 | 3 | 0 |
Offer D
| 1 | 0 | 1 | 0 |
Credit Card
| 1 | 45,025 | 0 |
Q3
| 0 | 4 | 0 |
California
| 0 | 0 | 1 | 22 | 1,949.4 | 0 | 649.88 | 0 | 2,599.28 | 0 | 1 |
90007
|
39 | 12 | 49.69 | 0 | null | null | 33 |
Round Mountain
| 4,800 |
Month-to-Month
|
United States
|
0114-PEGZZ
|
Stayed
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
40.923558, -122.059933
| 40.923558 | -122.059933 | 0 | 107.55 | 1 | 0 | 0 | null | 1 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 459 | 0 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 1 | 33 | 3,645.5 | 0 | 1,639.77 | 0 | 5,285.27 | 0 | 1 |
96084
|
54 | 19 | 32.43 | 0 | null | null | 70 |
San Francisco
| 5,324 |
Month-to-Month
|
United States
|
5393-HJZSM
|
Stayed
| 1 | 1 |
Female
| 1 |
Cable
|
37.797526, -122.464531
| 37.797526 | -122.464531 | 1 | 76.3 | 0 | 1 | 1 |
Offer C
| 1 | 1 | 0 | 1 |
Bank Withdrawal
| 1 | 2,240 | 1 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 0 | 32 | 2,404.15 | 0 | 1,037.76 | 0 | 3,441.91 | 0 | 1 |
94129
|
68 | 18 | 15.15 | 0 | null | null | 53 |
Los Alamitos
| 4,332 |
One Year
|
United States
|
5996-NRVXR
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
33.79499, -118.065591
| 33.79499 | -118.065591 | 1 | 98.15 | 0 | 0 | 2 | null | 1 | 1 | 1 | 1 |
Credit Card
| 1 | 21,343 | 1 |
Q3
| 1 | 3 | 1 |
California
| 0 | 0 | 1 | 40 | 4,116.8 | 0 | 606 | 27.89 | 4,694.91 | 0 | 1 |
90720
|
73 | 13 | 44.44 | 1 |
Competitor
|
Competitor made better offer
| 92 |
San Diego
| 5,444 |
Month-to-Month
|
United States
|
6683-VLCTZ
|
Churned
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
32.961064, -117.134917
| 32.961064 | -117.134917 | 0 | 98.55 | 1 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 47,224 | 0 |
Q3
| 0 | 3 | 1 |
California
| 1 | 0 | 1 | 20 | 1,842.8 | 120 | 888.8 | 0 | 2,851.6 | 0 | 0 |
92129
|
28 | 73 | 1.41 | 0 | null | null | 76 |
Burbank
| 5,517 |
Month-to-Month
|
United States
|
5832-EXGTT
|
Stayed
| 1 | 0 |
Male
| 1 |
DSL
|
34.188339, -118.300942
| 34.188339 | -118.300942 | 1 | 60.2 | 0 | 3 | 9 | null | 0 | 1 | 1 | 1 |
Credit Card
| 1 | 18,112 | 0 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 0 | 29 | 1,834.15 | 0 | 40.89 | 0 | 1,875.04 | 1 | 1 |
91501
|
40 | 25 | 44.94 | 1 |
Other
|
Moved
| 66 |
Corona Del Mar
| 3,634 |
Month-to-Month
|
United States
|
2696-NARTR
|
Churned
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
33.600987, -117.862734
| 33.600987 | -117.862734 | 0 | 73.85 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 13,422 | 1 |
Q3
| 0 | 2 | 0 |
California
| 0 | 0 | 0 | 11 | 926.25 | 0 | 494.34 | 0 | 1,420.59 | 0 | 1 |
92625
|
56 | 2 | 10.5 | 0 | null | null | 36 |
Saratoga
| 3,050 |
Month-to-Month
|
United States
|
0848-ZGQIJ
|
Stayed
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
37.257772, -122.051824
| 37.257772 | -122.051824 | 1 | 94.65 | 0 | 0 | 3 |
Offer D
| 1 | 0 | 1 | 1 |
Bank Withdrawal
| 1 | 30,589 | 0 |
Q3
| 1 | 5 | 0 |
California
| 1 | 1 | 1 | 16 | 1,461.15 | 0 | 168 | 0 | 1,629.15 | 0 | 1 |
95070
|
67 | 13 | 38.48 | 0 | null | null | 34 |
Point Arena
| 4,011 |
Month-to-Month
|
United States
|
5331-RGMTT
|
Stayed
| 0 | 1 |
Male
| 1 |
Fiber Optic
|
38.911299, -123.609588
| 38.911299 | -123.609588 | 1 | 99.05 | 1 | 0 | 0 | null | 0 | 0 | 1 | 1 |
Credit Card
| 1 | 1,352 | 0 |
Q3
| 0 | 5 | 1 |
California
| 1 | 0 | 1 | 54 | 5,295.7 | 40 | 2,077.92 | 0 | 7,413.62 | 0 | 0 |
95468
|
52 | 0 | 13.06 | 0 | null | null | 60 |
Stinson Beach
| 2,010 |
One Year
|
United States
|
7632-YUTXB
|
Stayed
| 1 | 0 |
Female
| 0 | null |
37.921137, -122.657562
| 37.921137 | -122.657562 | 1 | 20.05 | 0 | 2 | 7 |
Offer C
| 0 | 0 | 0 | 1 |
Credit Card
| 1 | 781 | 0 |
Q3
| 1 | 4 | 0 |
California
| 0 | 0 | 0 | 25 | 520.1 | 0 | 326.5 | 0 | 846.6 | 0 | 0 |
94970
|
71 | 15 | 21.46 | 0 | null | null | 59 |
Benton
| 5,453 |
One Year
|
United States
|
6199-IWKGC
|
Stayed
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
37.653947, -118.231443
| 37.653947 | -118.231443 | 1 | 100.25 | 1 | 0 | 5 | null | 0 | 0 | 0 | 1 |
Bank Withdrawal
| 1 | 340 | 1 |
Q3
| 1 | 5 | 1 |
California
| 1 | 0 | 1 | 46 | 4,753.85 | 0 | 987.16 | 0 | 5,741.01 | 0 | 1 |
93512
|
53 | 12 | 29.66 | 1 |
Attitude
|
Attitude of support person
| 95 |
Indio
| 5,335 |
Month-to-Month
|
United States
|
3585-ISXZP
|
Churned
| 0 | 0 |
Female
| 1 |
Fiber Optic
|
33.713891, -116.237257
| 33.713891 | -116.237257 | 0 | 95.65 | 1 | 0 | 0 | null | 0 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 56,307 | 0 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 1 | 8 | 778.1 | 0 | 237.28 | 0 | 1,015.38 | 0 | 1 |
92201
|
21 | 51 | 42.68 | 0 | null | null | 71 |
San Jose
| 6,193 |
Two Year
|
United States
|
8085-MSNLK
|
Stayed
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
37.257063, -121.923037
| 37.257063 | -121.923037 | 1 | 113.95 | 1 | 0 | 3 |
Offer B
| 1 | 1 | 0 | 1 |
Credit Card
| 1 | 45,257 | 1 |
Q3
| 1 | 3 | 0 |
California
| 1 | 1 | 1 | 62 | 6,891.4 | 0 | 2,646.16 | 0 | 9,537.56 | 1 | 1 |
95124
|
65 | 0 | 29.88 | 0 | null | null | 64 |
Los Altos
| 2,269 |
One Year
|
United States
|
3523-BRGUW
|
Stayed
| 0 | 0 |
Male
| 0 | null |
37.349546, -122.134356
| 37.349546 | -122.134356 | 0 | 19.3 | 0 | 0 | 0 |
Offer C
| 0 | 0 | 0 | 0 |
Credit Card
| 1 | 18,486 | 0 |
Q3
| 0 | 5 | 1 |
California
| 0 | 0 | 0 | 26 | 504.2 | 0 | 776.88 | 9.49 | 1,271.59 | 0 | 0 |
94022
|
35 | 18 | 37.69 | 1 |
Competitor
|
Competitor had better devices
| 85 |
Sacramento
| 4,016 |
Month-to-Month
|
United States
|
7079-QRCBC
|
Churned
| 0 | 1 |
Female
| 1 |
Fiber Optic
|
38.585826, -121.376263
| 38.585826 | -121.376263 | 0 | 98.75 | 1 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Bank Withdrawal
| 1 | 23,362 | 0 |
Q3
| 0 | 1 | 0 |
California
| 1 | 1 | 1 | 24 | 2,407.3 | 0 | 904.56 | 0 | 3,311.86 | 0 | 1 |
95864
|
35 | 16 | 24.35 | 0 | null | null | 58 |
Sacramento
| 6,468 |
One Year
|
United States
|
9480-BQJEI
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
38.691607, -121.602284
| 38.691607 | -121.602284 | 0 | 92.3 | 1 | 0 | 0 | null | 1 | 1 | 1 | 0 |
Bank Withdrawal
| 1 | 264 | 0 |
Q3
| 0 | 4 | 0 |
California
| 1 | 1 | 0 | 62 | 5,731.45 | 0 | 1,509.7 | 0 | 7,241.15 | 0 | 1 |
95837
|
76 | 26 | 0 | 1 |
Competitor
|
Competitor had better devices
| 90 |
Nevada City
| 3,884 |
Month-to-Month
|
United States
|
0661-XEYAN
|
Churned
| 0 | 0 |
Female
| 1 |
DSL
|
39.333737, -120.858667
| 39.333737 | -120.858667 | 0 | 25.8 | 0 | 0 | 0 | null | 0 | 0 | 1 | 0 |
Mailed Check
| 0 | 17,269 | 0 |
Q3
| 0 | 1 | 1 |
California
| 0 | 0 | 0 | 1 | 25.8 | 20 | 0 | 0 | 45.8 | 0 | 0 |
95959
|
40 | 2 | 37.46 | 0 | null | null | 25 |
Tupman
| 4,703 |
One Year
|
United States
|
4942-VZZOM
|
Stayed
| 0 | 0 |
Male
| 1 |
DSL
|
35.316263, -119.402559
| 35.316263 | -119.402559 | 1 | 66.15 | 1 | 0 | 3 |
Offer B
| 0 | 1 | 1 | 1 |
Credit Card
| 1 | 236 | 0 |
Q3
| 1 | 3 | 0 |
California
| 0 | 0 | 1 | 64 | 4,392.5 | 0 | 2,397.44 | 0 | 6,789.94 | 0 | 1 |
93276
|
55 | 0 | 3.09 | 1 |
Price
|
Long distance charges
| 70 |
Los Angeles
| 4,277 |
Month-to-Month
|
United States
|
7853-GVUDZ
|
Churned
| 1 | 0 |
Female
| 0 | null |
34.076259, -118.310715
| 34.076259 | -118.310715 | 1 | 20.15 | 0 | 1 | 1 |
Offer E
| 0 | 0 | 1 | 1 |
Credit Card
| 1 | 67,852 | 0 |
Q3
| 1 | 2 | 0 |
California
| 0 | 0 | 0 | 1 | 20.15 | 0 | 3.09 | 0 | 23.24 | 0 | 0 |
90004
|
56 | 30 | 13.67 | 0 | null | null | 60 |
Pollock Pines
| 2,125 |
One Year
|
United States
|
4000-VGMQP
|
Stayed
| 1 | 1 |
Male
| 1 |
Cable
|
38.733908, -120.453416
| 38.733908 | -120.453416 | 1 | 78.95 | 1 | 3 | 2 | null | 1 | 0 | 0 | 1 |
Credit Card
| 1 | 8,577 | 0 |
Q3
| 1 | 5 | 0 |
California
| 1 | 1 | 1 | 38 | 2,862.55 | 0 | 519.46 | 0 | 3,382.01 | 0 | 1 |
95726
|
50 | 16 | 2.72 | 0 | null | null | 76 |
Murphys
| 5,774 |
One Year
|
United States
|
0623-EJQEG
|
Stayed
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
38.147852, -120.440124
| 38.147852 | -120.440124 | 0 | 93.55 | 1 | 0 | 0 |
Offer B
| 0 | 1 | 0 | 0 |
Bank Withdrawal
| 1 | 4,353 | 1 |
Q3
| 0 | 3 | 0 |
California
| 1 | 1 | 0 | 65 | 6,069.25 | 30 | 176.8 | 0 | 6,276.05 | 0 | 0 |
95247
|
37 | 23 | 28.84 | 1 |
Attitude
|
Attitude of support person
| 91 |
Fort Bidwell
| 5,647 |
Month-to-Month
|
United States
|
7112-OPOTK
|
Churned
| 0 | 0 |
Male
| 1 |
Fiber Optic
|
41.932207, -120.135941
| 41.932207 | -120.135941 | 0 | 68.25 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 |
Bank Withdrawal
| 1 | 231 | 0 |
Q3
| 0 | 2 | 0 |
California
| 0 | 0 | 0 | 33 | 2,171.15 | 0 | 951.72 | 0 | 3,122.87 | 0 | 1 |
96112
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.