CHURN
stringclasses
2 values
Gender
stringclasses
2 values
Status
stringclasses
3 values
Children
int64
0
2
EstIncome
int64
20k
30k
HomeOwner
stringclasses
2 values
Age
int64
12
77
Paymethod
stringclasses
3 values
RatePlan
int64
1
4
AccountBalance
float64
0
708
YearsAtCurrentAddr
int64
0
27
DwellingType
stringclasses
2 values
Education Years
int64
9
24
AccountType
stringclasses
4 values
F
F
M
2
22,230
Y
41
CC
1
183.84
0
Single Family
23
Gold
T
M
M
2
25,042
Y
61
CH
2
296.4
6
Multi Family
14
Platinium
T
M
M
1
28,766
N
53
CC
3
57.48
7
Single Family
22
Silver
T
F
S
1
20,205
Y
33
Auto
2
209.88
8
Multi Family
23
Platinium
F
F
M
2
28,734
Y
26
CH
2
102.96
3
Multi Family
9
Platinium
T
M
M
0
22,853
N
54
CC
1
39.36
0
Single Family
12
Gold
F
F
M
2
22,042
Y
29
CH
3
133.68
1
Multi Family
15
Silver
F
F
M
2
21,976
N
40
Auto
1
28.8
4
Single Family
18
Gold
T
M
M
2
21,160
N
34
CC
2
148.44
13
Single Family
9
Platinium
T
M
M
2
27,127
Y
61
CH
3
296.4
6
Multi Family
11
Silver
T
M
M
0
25,714
N
54
CC
1
39.36
0
Single Family
22
Gold
T
M
M
2
28,373
N
34
CC
4
148.44
13
Single Family
9
Diamond
F
M
M
2
26,409
N
35
CC
3
118.8
0
Multi Family
13
Silver
T
M
M
2
22,200
Y
61
CH
2
296.4
6
Multi Family
22
Platinium
T
M
M
1
27,371
N
53
CC
4
57.48
7
Single Family
23
Diamond
T
M
M
1
20,942
N
54
CC
1
39.36
0
Single Family
17
Gold
F
M
S
1
25,475
N
16
Auto
2
67.08
1
Single Family
13
Platinium
F
F
M
2
23,462
N
30
Auto
2
0
0
Single Family
10
Platinium
F
F
M
2
26,653
N
47
CH
4
34.08
2
Single Family
10
Diamond
T
M
M
2
22,246
N
34
CC
1
148.44
13
Single Family
19
Gold
F
F
M
2
21,357
N
13
CC
3
269.52
3
Single Family
12
Silver
F
F
M
2
28,804
Y
26
CC
2
12.36
6
Multi Family
15
Platinium
T
M
S
0
21,910
N
53
CC
4
45.12
0
Single Family
13
Diamond
F
F
S
0
26,459
N
63
Auto
4
250.68
8
Multi Family
17
Diamond
F
F
M
2
24,971
N
48
CC
2
266.4
6
Single Family
15
Platinium
T
M
M
1
21,137
N
63
CC
1
140.64
0
Single Family
17
Gold
F
F
M
2
22,231
Y
25
CC
4
102.72
8
Multi Family
21
Diamond
F
F
S
0
25,541
N
56
Auto
1
168
0
Single Family
9
Gold
T
F
S
1
27,046
N
45
CC
2
341.4
8
Single Family
17
Platinium
F
F
M
2
23,235
N
44
CC
3
167.52
8
Multi Family
13
Silver
F
F
M
2
22,993
Y
31
CC
4
252
0
Single Family
15
Diamond
T
F
S
0
28,190
N
61
CC
1
44.04
2
Single Family
19
Gold
T
M
S
1
20,918
N
21
CH
1
60.36
6
Multi Family
15
Gold
F
F
M
2
27,055
N
49
CC
2
256.92
7
Single Family
10
Platinium
T
F
S
0
24,412
N
41
CH
1
36.12
3
Single Family
18
Gold
F
F
S
1
29,966
N
48
Auto
2
251.04
0
Single Family
19
Platinium
T
F
S
0
24,748
N
60
CC
3
39.6
3
Multi Family
11
Silver
F
F
M
2
28,452
N
45
CC
1
223.2
0
Single Family
22
Gold
F
M
M
2
24,274
N
26
CH
1
249.96
9
Single Family
13
Gold
T
F
M
0
25,314
N
20
CC
2
259.68
7
Single Family
22
Platinium
F
F
S
2
27,967
N
42
CH
2
160.2
0
Multi Family
10
Platinium
F
F
M
0
28,284
N
46
CC
1
5.88
1
Multi Family
23
Gold
F
F
M
1
28,479
N
47
Auto
1
344.4
5
Multi Family
15
Gold
T
M
S
1
23,760
Y
17
CC
4
345.84
8
Multi Family
18
Diamond
F
M
S
2
23,655
Y
63
CC
3
359.16
3
Single Family
22
Silver
F
M
S
2
27,213
N
55
CC
2
349.32
0
Single Family
19
Platinium
F
F
S
0
21,414
N
48
CC
1
161.64
3
Single Family
22
Gold
F
F
S
1
29,426
N
52
Auto
1
282
0
Single Family
23
Gold
F
F
M
0
23,703
Y
62
CC
4
193.68
10
Multi Family
14
Diamond
T
M
M
0
23,973
N
41
CH
3
192.24
9
Single Family
21
Silver
T
M
M
0
27,434
N
46
CC
1
92.88
0
Single Family
24
Gold
T
M
S
0
23,479
Y
57
CC
4
255.96
7
Single Family
11
Diamond
F
M
S
0
26,485
N
28
Auto
2
10.44
0
Multi Family
11
Platinium
T
M
D
0
27,506
N
54
CC
1
216.24
11
Multi Family
10
Gold
F
F
M
2
23,579
N
43
CH
2
97.08
1
Single Family
24
Platinium
F
M
M
1
23,946
N
20
CC
2
82.68
0
Single Family
18
Platinium
F
M
M
2
29,108
N
49
CH
2
357.36
3
Multi Family
14
Platinium
F
M
M
0
23,924
N
50
CC
1
297.72
1
Multi Family
10
Gold
F
M
S
1
23,613
Y
14
CC
2
30
2
Multi Family
20
Platinium
F
M
S
2
24,561
N
56
CC
1
313.56
2
Single Family
18
Gold
F
F
M
2
22,564
N
25
CH
3
60.36
1
Single Family
16
Silver
T
F
S
0
28,280
N
48
CC
4
4.44
2
Multi Family
24
Diamond
T
F
S
1
26,835
Y
62
Auto
1
266.04
1
Single Family
17
Gold
T
F
M
0
20,572
Y
61
CH
4
347.04
3
Single Family
11
Diamond
T
F
M
2
24,370
N
38
CC
4
317.88
1
Multi Family
15
Diamond
T
F
S
0
28,901
N
15
CC
3
158.28
7
Multi Family
19
Silver