TOP 50 CHURNED CUSTOMER
|
id |
is_tv_subscriber |
is_movie_package_subscriber |
subscription_age |
reamining_contract |
download_avg |
upload_avg |
download_over_limit |
churn |
churn_label |
0 |
519235 |
0 |
0 |
0.76 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
1 |
283826 |
0 |
0 |
1.53 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
2 |
553753 |
0 |
0 |
0.71 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
3 |
289009 |
0 |
0 |
0.59 |
0.00 |
0.0 |
0.0 |
3 |
1 |
Churned |
4 |
456243 |
0 |
0 |
0.82 |
0.00 |
0.0 |
0.0 |
6 |
1 |
Churned |
5 |
253071 |
0 |
0 |
1.87 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
6 |
405509 |
0 |
0 |
1.03 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
7 |
150798 |
0 |
0 |
1.53 |
0.07 |
0.0 |
0.0 |
6 |
1 |
Churned |
8 |
309896 |
0 |
0 |
0.96 |
0.00 |
0.0 |
0.0 |
5 |
1 |
Churned |
9 |
355876 |
0 |
0 |
0.91 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
10 |
253874 |
0 |
0 |
1.65 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
11 |
355504 |
0 |
0 |
0.90 |
0.02 |
0.0 |
0.0 |
6 |
1 |
Churned |
12 |
454348 |
0 |
0 |
0.67 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
13 |
152833 |
0 |
0 |
1.60 |
0.04 |
0.0 |
0.0 |
5 |
1 |
Churned |
14 |
286478 |
0 |
0 |
1.85 |
0.00 |
0.0 |
0.0 |
3 |
1 |
Churned |
15 |
286394 |
0 |
0 |
1.96 |
0.00 |
0.0 |
0.0 |
5 |
1 |
Churned |
16 |
312028 |
0 |
0 |
0.60 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
17 |
494008 |
0 |
0 |
0.61 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
18 |
353688 |
0 |
0 |
1.23 |
0.00 |
0.0 |
0.0 |
3 |
1 |
Churned |
19 |
286172 |
0 |
0 |
1.75 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
20 |
188911 |
0 |
0 |
1.28 |
0.00 |
0.0 |
0.0 |
7 |
1 |
Churned |
21 |
495779 |
0 |
0 |
1.29 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
22 |
672244 |
0 |
0 |
0.56 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
23 |
257282 |
0 |
0 |
1.64 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
24 |
188268 |
0 |
0 |
1.53 |
0.01 |
0.0 |
0.0 |
6 |
1 |
Churned |
25 |
257835 |
0 |
0 |
0.91 |
0.02 |
0.0 |
0.0 |
6 |
1 |
Churned |
26 |
207864 |
0 |
0 |
1.20 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
27 |
225628 |
0 |
0 |
0.99 |
0.00 |
0.0 |
0.0 |
5 |
1 |
Churned |
28 |
284743 |
0 |
0 |
1.32 |
0.00 |
0.0 |
0.0 |
3 |
1 |
Churned |
29 |
350697 |
0 |
0 |
1.15 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
30 |
225126 |
0 |
0 |
1.39 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
31 |
289671 |
0 |
0 |
1.12 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
32 |
251036 |
0 |
0 |
1.54 |
0.00 |
0.0 |
0.0 |
7 |
1 |
Churned |
33 |
147269 |
0 |
0 |
1.04 |
0.00 |
0.0 |
0.0 |
1 |
1 |
Churned |
34 |
247077 |
0 |
0 |
1.08 |
0.00 |
0.0 |
0.0 |
5 |
1 |
Churned |
35 |
303021 |
0 |
0 |
0.91 |
0.00 |
0.0 |
0.0 |
6 |
1 |
Churned |
36 |
416659 |
0 |
0 |
0.85 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
37 |
244996 |
0 |
0 |
0.70 |
0.00 |
0.0 |
0.0 |
3 |
1 |
Churned |
38 |
245072 |
0 |
0 |
0.64 |
0.00 |
0.0 |
0.0 |
5 |
1 |
Churned |
39 |
196340 |
0 |
0 |
1.17 |
0.01 |
0.0 |
0.0 |
7 |
1 |
Churned |
40 |
245396 |
0 |
0 |
0.62 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
41 |
245572 |
0 |
0 |
1.82 |
0.00 |
0.0 |
0.0 |
6 |
1 |
Churned |
42 |
477009 |
0 |
0 |
1.27 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
43 |
195988 |
0 |
0 |
0.61 |
0.00 |
0.0 |
0.0 |
4 |
1 |
Churned |
44 |
293000 |
0 |
0 |
0.52 |
0.00 |
0.0 |
0.0 |
2 |
1 |
Churned |
45 |
246757 |
0 |
0 |
1.27 |
0.00 |
0.0 |
0.0 |
3 |
1 |
Churned |
46 |
461775 |
0 |
0 |
1.29 |
0.00 |
0.0 |
0.0 |
5 |
1 |
Churned |
47 |
304788 |
0 |
0 |
1.64 |
0.00 |
0.0 |
0.0 |
6 |
1 |
Churned |
48 |
143199 |
0 |
0 |
1.62 |
0.01 |
0.0 |
0.0 |
6 |
1 |
Churned |
49 |
290242 |
0 |
0 |
1.56 |
0.00 |
0.0 |
0.0 |
6 |
1 |
Churned |
TOP FACTORS AFFECTING CHURN