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CustomerID
float64
-379,646.93
771k
Age
float64
18
65
Tenure
float64
-60.57
150
Usage Frequency
float64
1
30
Support Calls
float64
0
10
Payment Delay
float64
-37.97
67.5
Total Spend
float64
100
1k
Last Interaction
float64
-37.51
72.8
Gender_Female
float64
0
1
Gender_Male
float64
0
1
Subscription Type_Basic
float64
0
1
Subscription Type_Premium
float64
-0
1
Subscription Type_Standard
float64
0
1
Contract Length_Annual
float64
0
1
Contract Length_Monthly
float64
-0.03
1
Contract Length_Quarterly
float64
-0.02
1.01
target
float64
0
1
233,240
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36.308971
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2
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726.44
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1
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951
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43
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1
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960.92
27
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1
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337,826.118998
30
26.597238
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1
7.68848
853.87
3
1
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37.826045
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961.73
1
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298,474.715036
49
25
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2
1
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3
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204,395
37
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3
23.953501
820.48
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1
106,178
20
43.855767
4
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23.192637
735
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1
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1
319,410.827465
39
50
19
1
11.687475
714.21
2
1
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1
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0
1
0
334,543.221252
41
31.943506
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2
0
985.16
2
1
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1
0
1
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0
12,536
27
1.212273
15
5
3.206729
340
17
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8
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33
33.889847
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1
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1
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39
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2
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505.59
9
0
1
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1
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142,637
41
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10
10
4
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18
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1
253,565
27
19.047919
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3
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18
1
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1
1
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30
24.029653
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0
5.364178
609.51
5
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1
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0
0
416,942
36
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3
21.416034
685.15
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0
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461,111.483242
50
16.513885
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1
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61
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3
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36
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249,158.55213
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221,077
31
13.290891
12
8
1.538083
649.31
12
1
0
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0
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1
1
315,017.621255
27
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22
1
6.374999
376
8
0
1
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1
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1
95,010
54
30.359051
6
6
25
904
13
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1
286,144
46
35
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3
10
638.24
9
1
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1
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258,511
46
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26
10
2
261.65
13
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1
270,143.606653
35
30.704296
4
2
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739.35
2
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1
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1
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1
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252,414.58046
34
28
30
1
15.302971
765.04
11
0
1
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1
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0
244,542
27
19.554769
3
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2.739619
460.87
25
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1
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1
1
225,901.493445
29
2
19
0
17.37354
898.92
9
0
1
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41,908
20
29
29
4
12.59471
658
5
1
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1
0.006014
0
1
155,827.659305
19
14
28
1
18.540906
721.62
8
1
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321,552.260597
23
32.314247
11
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7.163714
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126,931
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232,153.953698
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2
17
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363,090.428926
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18
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4.918534
940.66
26
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250,783
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9.48447
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3
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453.9
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139,560.739029
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42.43839
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107,843
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544,235.648981
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342,007.914263
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124,389
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387
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331,926.623912
30
29.883025
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11.291156
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371,500
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165,632
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