Datasets:
scikit-learn
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churn-prediction

Dataset card Data Studio Files
xet
Community
1
customerID
stringlengths
10
10
gender
stringclasses
2 values
SeniorCitizen
int64
0
1
Partner
stringclasses
2 values
Dependents
stringclasses
2 values
tenure
int64
0
72
PhoneService
stringclasses
2 values
MultipleLines
stringclasses
3 values
InternetService
stringclasses
3 values
OnlineSecurity
stringclasses
3 values
OnlineBackup
stringclasses
3 values
DeviceProtection
stringclasses
3 values
TechSupport
stringclasses
3 values
StreamingTV
stringclasses
3 values
StreamingMovies
stringclasses
3 values
Contract
stringclasses
3 values
PaperlessBilling
stringclasses
2 values
PaymentMethod
stringclasses
4 values
MonthlyCharges
float64
18.3
119
TotalCharges
stringlengths
1
7
Churn
stringclasses
2 values
7921-LMDFQ
Male
1
No
No
51
Yes
No
Fiber optic
No
No
Yes
No
Yes
Yes
One year
Yes
Bank transfer (automatic)
94
4905.75
No
2925-MXLSX
Female
0
No
No
30
Yes
Yes
DSL
No
Yes
Yes
No
Yes
No
One year
Yes
Credit card (automatic)
68.95
2038.7
No
5820-PTRYM
Female
1
Yes
No
56
Yes
Yes
DSL
Yes
Yes
Yes
Yes
No
No
One year
Yes
Credit card (automatic)
68.45
4014
No
9609-BENEA
Male
0
Yes
No
35
Yes
Yes
DSL
No
Yes
No
Yes
Yes
No
One year
Yes
Electronic check
69
2441.7
No
6211-WHMYA
Female
1
No
No
64
No
No phone service
DSL
No
Yes
No
Yes
Yes
No
Month-to-month
Yes
Electronic check
43.85
2751
No
4459-BBGHE
Male
0
No
Yes
30
No
No phone service
DSL
No
No
No
No
Yes
Yes
Month-to-month
Yes
Electronic check
44.5
1307.8
No
9945-PSVIP
Female
0
Yes
Yes
25
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
Yes
Mailed check
18.7
383.65
No
1041-RXHRA
Female
0
No
No
41
Yes
No
Fiber optic
No
No
No
No
No
No
Month-to-month
No
Bank transfer (automatic)
70.25
2868.05
Yes
1750-CSKKM
Male
0
No
Yes
9
Yes
No
DSL
No
No
No
No
Yes
No
Month-to-month
No
Electronic check
55.35
449.75
Yes
9108-EJFJP
Female
0
Yes
No
1
Yes
No
DSL
Yes
Yes
No
No
No
No
Month-to-month
Yes
Mailed check
53.55
53.55
No
0530-IJVDB
Male
0
No
Yes
70
Yes
Yes
Fiber optic
Yes
Yes
Yes
Yes
Yes
Yes
Two year
Yes
Electronic check
114.6
7882.5
No
0508-SQWPL
Female
0
Yes
Yes
57
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
Yes
Bank transfer (automatic)
20.1
1087.7
No
2215-ZAFGX
Male
0
No
No
9
Yes
Yes
Fiber optic
No
No
No
No
Yes
No
Month-to-month
Yes
Electronic check
85.5
791.7
No
8213-TAZPM
Female
0
Yes
Yes
69
Yes
Yes
Fiber optic
No
Yes
Yes
Yes
Yes
Yes
One year
Yes
Bank transfer (automatic)
108.75
7493.05
No
7142-HVGBG
Male
1
Yes
No
43
Yes
Yes
Fiber optic
No
Yes
Yes
No
Yes
Yes
Month-to-month
Yes
Electronic check
103
4414.3
Yes
1304-SEGFY
Female
0
Yes
No
72
Yes
Yes
Fiber optic
No
No
Yes
No
Yes
Yes
Two year
Yes
Electronic check
97.85
6841.3
No
7242-EDTYC
Male
0
No
Yes
44
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
No
Bank transfer (automatic)
19.55
819.95
No
2904-GGUAZ
Female
0
Yes
No
72
Yes
Yes
Fiber optic
Yes
Yes
No
No
No
No
Two year
Yes
Bank transfer (automatic)
84.05
6052.25
No
8267-ZNYVZ
Female
0
Yes
No
33
Yes
No
Fiber optic
Yes
No
Yes
Yes
Yes
Yes
One year
Yes
Electronic check
103.75
3361.05
Yes
5136-GFPMB
Male
0
No
No
54
Yes
Yes
Fiber optic
No
No
Yes
No
No
Yes
Month-to-month
No
Credit card (automatic)
89.4
4869.5
No
2595-KIWPV
Male
0
No
Yes
27
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
No
Credit card (automatic)
19.7
509.3
No
5243-SAOTC
Male
0
No
No
54
Yes
Yes
Fiber optic
No
Yes
No
No
No
No
Month-to-month
Yes
Bank transfer (automatic)
79.85
4308.25
No
9398-MMQTO
Male
0
No
No
3
Yes
No
Fiber optic
No
Yes
No
No
No
No
Month-to-month
No
Credit card (automatic)
74.45
221.1
No
7619-PLRLP
Female
0
Yes
No
53
Yes
Yes
DSL
Yes
Yes
Yes
No
No
Yes
One year
No
Bank transfer (automatic)
74.1
3833.95
No
6457-GIRWB
Male
0
No
No
1
Yes
No
Fiber optic
No
No
No
No
No
No
Month-to-month
Yes
Electronic check
69.35
69.35
Yes
6508-NJYRO
Male
0
Yes
No
15
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
One year
No
Mailed check
18.8
294.95
No
1450-SKCVI
Female
0
No
No
56
Yes
No
Fiber optic
No
Yes
No
No
No
No
Month-to-month
Yes
Electronic check
73.85
4092.85
Yes
4710-NKCAW
Male
0
Yes
Yes
5
Yes
Yes
DSL
Yes
Yes
No
Yes
No
No
Month-to-month
No
Credit card (automatic)
64.4
316.9
No
5306-BVTKJ
Male
0
Yes
Yes
48
Yes
No
DSL
No
Yes
Yes
No
No
No
One year
Yes
Credit card (automatic)
55.8
2651.2
No
0357-NVCRI
Female
0
No
Yes
25
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Month-to-month
No
Credit card (automatic)
20.05
471.7
No
5570-PTWEH
Female
0
Yes
No
3
Yes
Yes
Fiber optic
No
No
No
No
No
No
Month-to-month
Yes
Credit card (automatic)
75.15
216.75
Yes
2371-KFUOG
Male
0
No
No
58
Yes
No
Fiber optic
Yes
Yes
No
No
Yes
Yes
One year
No
Bank transfer (automatic)
99.15
5720.95
No
0463-ZSDNT
Male
0
No
No
10
Yes
No
DSL
No
No
No
No
No
Yes
Month-to-month
Yes
Bank transfer (automatic)
56.75
503.25
No
6502-MJQAE
Male
0
No
No
1
Yes
No
Fiber optic
No
No
No
No
No
No
Month-to-month
Yes
Electronic check
69.6
69.6
Yes
6257-DTAYD
Male
0
Yes
No
71
Yes
Yes
Fiber optic
No
Yes
No
Yes
Yes
Yes
Two year
Yes
Credit card (automatic)
104.15
7365.3
No
4616-ULAOA
Female
0
Yes
Yes
65
Yes
Yes
Fiber optic
No
Yes
Yes
Yes
Yes
Yes
Two year
Yes
Credit card (automatic)
110.8
7245.9
No
7693-LCKZL
Male
0
Yes
Yes
5
Yes
Yes
Fiber optic
No
Yes
No
No
No
No
Month-to-month
Yes
Electronic check
80.15
385
Yes
7746-AWNQW
Female
0
No
No
28
No
No phone service
DSL
No
No
Yes
Yes
No
No
Month-to-month
Yes
Mailed check
35.75
961.4
No
5996-EBTKM
Female
0
Yes
Yes
67
Yes
Yes
DSL
No
No
Yes
Yes
No
Yes
Two year
Yes
Bank transfer (automatic)
69.9
4615.9
No
2758-RNWXS
Male
0
No
No
35
Yes
No
Fiber optic
Yes
No
No
Yes
No
Yes
One year
Yes
Electronic check
89.2
3251.3
No
2314-TNDJQ
Female
0
Yes
Yes
72
No
No phone service
DSL
Yes
Yes
Yes
Yes
No
Yes
Two year
No
Credit card (automatic)
55.65
3880.05
No
2405-LBMUW
Female
0
Yes
Yes
61
No
No phone service
DSL
Yes
Yes
No
Yes
No
Yes
One year
Yes
Bank transfer (automatic)
50.7
3088.75
No
3454-JFUBC
Male
1
No
No
68
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
Yes
Credit card (automatic)
20
1396
No
0032-PGELS
Female
0
Yes
Yes
1
No
No phone service
DSL
Yes
No
No
No
No
No
Month-to-month
No
Bank transfer (automatic)
30.5
30.5
Yes
9039-ZVJDC
Male
0
No
No
3
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Month-to-month
Yes
Mailed check
19.1
53.05
No
6797-LNAQX
Male
0
Yes
Yes
70
Yes
Yes
Fiber optic
No
Yes
No
No
Yes
Yes
Two year
No
Bank transfer (automatic)
98.3
6859.5
Yes
9013-AQORL
Female
0
No
Yes
48
No
No phone service
DSL
No
Yes
Yes
No
No
Yes
Month-to-month
No
Credit card (automatic)
45.55
2108.35
No
2898-MRKPI
Male
0
Yes
Yes
68
Yes
Yes
Fiber optic
No
Yes
No
No
Yes
Yes
One year
Yes
Credit card (automatic)
101.05
6770.5
No
2750-BJLSB
Female
0
No
No
47
Yes
No
Fiber optic
Yes
No
Yes
Yes
Yes
Yes
One year
Yes
Electronic check
103.7
4730.6
No
3648-GZPHF
Male
0
Yes
Yes
32
No
No phone service
DSL
No
No
Yes
Yes
No
No
One year
Yes
Mailed check
36.25
1151.05
No
2075-RMJIK
Female
0
Yes
Yes
5
Yes
No
DSL
Yes
No
No
No
No
No
Month-to-month
Yes
Mailed check
49.4
232.55
No
9588-YRFHY
Male
0
No
No
49
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
Yes
Credit card (automatic)
19.9
1022.6
No
6394-MFYNG
Female
0
No
No
48
Yes
Yes
Fiber optic
No
Yes
Yes
No
Yes
Yes
Month-to-month
Yes
Bank transfer (automatic)
107.4
5121.3
Yes
1564-NTYXF
Female
1
No
No
13
Yes
Yes
Fiber optic
No
No
No
No
No
Yes
Month-to-month
Yes
Electronic check
82
1127.2
Yes
9364-YKUVW
Male
0
No
No
15
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Month-to-month
Yes
Mailed check
19.8
309.4
No
5392-AKEMH
Female
0
No
No
12
Yes
No
DSL
No
No
No
No
No
No
Month-to-month
Yes
Electronic check
45.05
523.1
No
2451-YMUXS
Male
1
No
No
67
Yes
Yes
DSL
Yes
Yes
No
Yes
No
No
Two year
Yes
Bank transfer (automatic)
64.55
4250.1
No
3914-FDRHP
Male
0
No
No
9
Yes
No
Fiber optic
No
No
No
Yes
Yes
No
Month-to-month
No
Electronic check
86.25
770.5
No
3078-ZKNTS
Female
0
Yes
Yes
13
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Two year
Yes
Bank transfer (automatic)
19.75
246.7
No
1024-KPRBB
Female
0
No
No
38
Yes
No
Fiber optic
No
No
No
No
Yes
Yes
One year
Yes
Mailed check
89.1
3342
No
4690-PKDQG
Female
1
Yes
No
42
Yes
Yes
Fiber optic
No
Yes
Yes
No
Yes
No
Month-to-month
Yes
Electronic check
95.55
3930.6
No
8155-IBNHG
Female
0
Yes
No
24
Yes
Yes
Fiber optic
No
No
No
No
No
No
Month-to-month
Yes
Credit card (automatic)
75.4
1747.85
Yes
0886-QGENL
Female
1
Yes
No
27
Yes
No
Fiber optic
Yes
No
Yes
No
Yes
Yes
Month-to-month
Yes
Electronic check
101.25
2754.45
Yes
9547-ITEFG
Male
0
Yes
Yes
9
Yes
Yes
Fiber optic
No
Yes
Yes
No
Yes
Yes
Month-to-month
Yes
Credit card (automatic)
102.6
897.75
No
1264-FUHCX
Female
0
Yes
No
49
No
No phone service
DSL
No
Yes
No
Yes
Yes
Yes
One year
Yes
Credit card (automatic)
56.3
2780.6
No
7789-CRUVC
Female
1
Yes
No
61
Yes
Yes
Fiber optic
Yes
Yes
Yes
Yes
No
No
Month-to-month
Yes
Credit card (automatic)
94.2
5895.45
No
6598-KELSS
Male
0
No
Yes
50
No
No phone service
DSL
Yes
Yes
No
No
Yes
No
One year
Yes
Bank transfer (automatic)
43.05
2208.05
No
8739-WWKDU
Male
1
No
No
25
Yes
Yes
Fiber optic
No
Yes
No
No
Yes
No
Month-to-month
Yes
Electronic check
89.5
2196.15
Yes
8685-WHQPW
Female
1
No
No
22
Yes
Yes
Fiber optic
No
No
No
No
No
No
Month-to-month
Yes
Bank transfer (automatic)
74.4
1692.6
Yes
4745-LSPLO
Male
0
No
No
1
Yes
No
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
Month-to-month
No
Mailed check
20.5
20.5
Yes
8083-YTZES
Male
0
No
No
4
Yes
Yes
Fiber optic
No
No
No
No
No
No
Month-to-month
Yes
Electronic check
74.35
265.35
Yes
7240-FQLHE
Female
1
Yes
No
18
Yes
Yes
Fiber optic
No
No
No
Yes
Yes
Yes
Month-to-month
No
Bank transfer (automatic)
99.75
1836.25
Yes
6664-FPDAC
Female
1
No
No
56
Yes
Yes
Fiber optic
No
Yes
Yes
Yes
Yes
Yes
One year
Yes
Electronic check
111.95
6418.9
Yes
9972-VAFJJ
Female
1
Yes
No
53
Yes
No
Fiber optic
No
Yes
Yes
Yes
Yes
No
One year
Yes
Electronic check
94
4871.45
No
0422-UXFAP
Female
0
Yes
No
51
Yes
Yes
Fiber optic
No
No
Yes
No
Yes
Yes
One year
Yes
Electronic check
98.85
4947.55
No
1904-WAJAA
Female
0
Yes
Yes
24
Yes
Yes
DSL
Yes
Yes
Yes
No
No
No
Two year
No
Electronic check
64.35
1558.65
No
5130-YPIRV
Female
0
Yes
No
62
Yes
No
DSL
Yes
Yes
Yes
No
Yes
No
Two year
Yes
Credit card (automatic)
72
4284.2
No
2843-CQMEG
Male
0
No
No
24
Yes
No
DSL
No
Yes
No
No
No
No
Month-to-month
Yes
Mailed check
49.7
1218.25
No
6439-PKTRR
Female
0
Yes
Yes
70
Yes
Yes
DSL
Yes
Yes
Yes
Yes
Yes
No
Two year
No
Electronic check
80.7
5617.95
No
5351-QESIO
Male
0
No
Yes
1
No
No phone service
DSL
No
No
No
No
No
No
Month-to-month
No
Mailed check
24.2
24.2
No
0786-VSSUD
Male
1
No
No
16
No
No phone service
DSL
No
Yes
No
No
Yes
No
Month-to-month
Yes
Mailed check
39
679.85
Yes
5568-DMXZS
Female
0
No
No
8
Yes
No
DSL
No
Yes
No
Yes
Yes
No
Month-to-month
Yes
Electronic check
65.45
554.45
No
8468-FZTOE
Female
0
Yes
Yes
72
Yes
No
DSL
Yes
Yes
Yes
Yes
No
Yes
Two year
Yes
Electronic check
74.35
5237.4
No
6633-SYEUS
Female
0
No
No
23
Yes
No
Fiber optic
No
Yes
Yes
Yes
No
No
Month-to-month
No
Bank transfer (automatic)
83.2
2032.3
No
6447-GORXK
Male
0
No
Yes
31
No
No phone service
DSL
No
No
No
No
No
No
Month-to-month
No
Credit card (automatic)
25
789.2
No
6967-PEJLL
Male
0
Yes
Yes
37
No
No phone service
DSL
Yes
No
Yes
Yes
No
No
One year
Yes
Electronic check
40.2
1525.35
No
3976-BWUCK
Female
0
Yes
No
30
Yes
Yes
Fiber optic
No
Yes
No
Yes
Yes
No
Month-to-month
Yes
Credit card (automatic)
94.1
2804.45
Yes
5981-ZVXOT
Female
1
No
No
35
Yes
Yes
Fiber optic
Yes
Yes
Yes
No
Yes
Yes
One year
Yes
Electronic check
108.35
3726.15
No
1684-FLBGS
Female
0
Yes
Yes
23
Yes
Yes
DSL
No
Yes
No
Yes
Yes
No
Month-to-month
Yes
Credit card (automatic)
69.5
1652.1
No
1389-WNUIB
Female
0
Yes
Yes
20
Yes
Yes
DSL
Yes
No
No
No
Yes
Yes
One year
No
Bank transfer (automatic)
76
1588.75
No
0376-OIWME
Male
0
Yes
No
36
Yes
No
Fiber optic
Yes
No
No
No
Yes
Yes
Month-to-month
Yes
Electronic check
93.6
3366.05
No
3585-ISXZP
Female
0
No
No
8
Yes
Yes
Fiber optic
No
No
No
No
Yes
Yes
Month-to-month
No
Bank transfer (automatic)
95.65
778.1
Yes
0218-QNVAS
Male
0
Yes
Yes
71
Yes
Yes
Fiber optic
No
Yes
No
No
Yes
Yes
One year
No
Bank transfer (automatic)
100.55
7113.75
No
6583-QGCSI
Female
1
Yes
No
50
Yes
Yes
Fiber optic
No
Yes
No
No
Yes
No
Month-to-month
Yes
Electronic check
88.05
4367.35
Yes
0804-YGEQV
Female
0
Yes
Yes
43
Yes
Yes
No
No internet service
No internet service
No internet service
No internet service
No internet service
No internet service
One year
Yes
Bank transfer (automatic)
24.45
993.15
No
7164-BPTUT
Male
0
No
Yes
57
Yes
Yes
DSL
Yes
Yes
Yes
Yes
Yes
Yes
Two year
No
Mailed check
89.55
5012.35
No
4174-LPGTI
Female
0
Yes
Yes
41
Yes
No
DSL
No
Yes
No
Yes
No
Yes
One year
Yes
Bank transfer (automatic)
66.5
2728.6
Yes
2523-EWWZL
Female
0
Yes
No
27
Yes
No
Fiber optic
No
Yes
No
No
No
No
Month-to-month
Yes
Electronic check
76.1
2093.4
No
0928-XUTSN
Female
0
No
No
13
Yes
No
Fiber optic
No
No
No
No
No
Yes
Month-to-month
Yes
Electronic check
80.5
1011.8
No
2108-XWMPY
Male
0
No
No
3
No
No phone service
DSL
Yes
Yes
No
No
No
No
Month-to-month
Yes
Mailed check
35.45
106.85
Yes