Tenure int64 0 72 | PhoneService stringclasses 2
values | MultipleLines stringclasses 3
values | InternetSpeed stringclasses 4
values | SupportEligibility stringclasses 4
values | Contract stringclasses 3
values | MonthlyStreamingTime stringclasses 4
values | PremiumHDStreaming stringclasses 2
values | prediction_id stringlengths 36 36 | prediction_label stringclasses 2
values | prediction_score float64 0 0.95 | actual_score int64 0 1 | actual_label stringclasses 2
values | shap/Tenure float64 -0.3 0.39 | shap/PhoneService float64 -0.11 0.2 | shap/MultipleLines float64 -0.15 0.17 | shap/InternetSpeed float64 -0.22 0.25 | shap/SupportEligibility float64 -0.22 0.2 | shap/Contract float64 -0.28 0.19 | shap/MonthlyStreamingTime float64 -0.18 0.23 | shap/PremiumHDStreaming float64 -0.09 0.14 | Gender stringclasses 2
values | Age int64 20 80 | Dependents stringclasses 2
values | Partner stringclasses 2
values | EmploymentStatus stringclasses 5
values | LocationCode stringclasses 3
values | Education stringclasses 5
values | timestamp int64 1.67B 1.67B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 84e5b270-0747-46b6-b8bc-6e7551776dbd | no_churn | 0.441739 | 0 | no_churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Male | 77 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
41 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | cb83ca38-04d3-43a3-9794-66a1cd346ee2 | churn | 0.627718 | 1 | churn | -0.141259 | -0.007327 | 0.03543 | -0.102548 | 0.04785 | 0.033794 | -0.024463 | 0.028164 | Male | 41 | No | No | Employed | Urban | College | 1,671,429,600 |
66 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | 46de316c-dabd-4014-ae8c-0cf9b775c096 | no_churn | 0.020588 | 0 | no_churn | -0.025368 | -0.003061 | 0.020763 | -0.022518 | 0.007612 | -0.155491 | -0.023742 | -0.052221 | Female | 45 | No | No | Employed | Suburban | Master | 1,671,429,600 |
46 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | 26ee3607-6179-4773-ba03-001c202378ee | no_churn | 0.252075 | 0 | no_churn | -0.128533 | -0.006329 | 0.000361 | -0.019559 | 0.023058 | -0.107765 | -0.033021 | 0.052761 | Male | 76 | Yes | No | Employed | Suburban | College | 1,671,429,600 |
6 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | f8833750-e284-49f9-a3e2-4be08f338078 | no_churn | 0.03056 | 0 | no_churn | -0.008593 | -0.011916 | -0.014459 | -0.048238 | -0.031555 | -0.066459 | -0.037191 | -0.033948 | Female | 31 | No | No | Employed | Urban | High School or Below | 1,671,429,600 |
66 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | d0bb0150-2771-430f-80af-30eccfccbaeb | no_churn | 0.005727 | 0 | no_churn | -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 | Male | 75 | No | Yes | Employed | Urban | College | 1,671,429,600 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 6871c1c9-e6ba-4057-9466-0b0ce30564f9 | no_churn | 0.002231 | 0 | no_churn | -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 | Male | 46 | Yes | Yes | Unemployed | Rural | Bachelor | 1,671,429,600 |
37 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dcd0971e-958a-4677-bac2-f307846de3a3 | no_churn | 0.28254 | 0 | no_churn | -0.128372 | -0.010711 | -0.079002 | 0.070656 | -0.050393 | 0.052284 | -0.010449 | -0.008066 | Male | 22 | No | No | Disabled | Rural | Bachelor | 1,671,429,600 |
68 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | d88e4bba-ff6c-493c-9888-2fda3cbdabe0 | no_churn | 0.01259 | 0 | no_churn | -0.051826 | -0.003426 | -0.01367 | -0.021676 | -0.01715 | -0.13278 | -0.012376 | -0.016122 | Female | 28 | No | Yes | Unemployed | Urban | Bachelor | 1,671,429,600 |
50 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dcebb69b-0ce6-451b-bd14-56acad66191e | no_churn | 0.221303 | 0 | no_churn | -0.006659 | -0.000813 | -0.071874 | 0.112656 | 0.083913 | 0.09474 | -0.006641 | 0.003151 | Female | 48 | Yes | No | Unemployed | Urban | College | 1,671,429,600 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | cc832cc0-e8ae-404f-bdca-6174fc2d2839 | churn | 0.735076 | 1 | churn | 0.235255 | -0.002377 | -0.049393 | 0.129347 | 0.039354 | 0.126348 | 0.02927 | 0.055992 | Female | 29 | Yes | No | Employed | Suburban | Master | 1,671,429,600 |
22 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 9201795e-052e-4f67-b324-0270e6137a72 | churn | 0.733444 | 1 | churn | -0.027467 | -0.002435 | 0.088746 | 0.063673 | 0.082334 | 0.093104 | 0.076762 | 0.056257 | Male | 21 | No | Yes | Employed | Rural | College | 1,671,429,600 |
69 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 8c89654c-b7cf-4f5a-a633-5ca5192fb386 | churn | 0.092551 | 0 | no_churn | -0.077637 | -0.000718 | 0.019979 | 0.006378 | -0.034429 | -0.231506 | 0.049673 | 0.067568 | Male | 67 | No | Yes | Employed | Rural | College | 1,671,429,600 |
22 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 1410106e-24a9-4ac8-a12a-fdd98da08b62 | churn | 0.235025 | 1 | churn | -0.122072 | -0.000433 | -0.013447 | -0.132011 | -0.009924 | 0.070365 | -0.012816 | 0.061312 | Female | 69 | No | No | Employed | Suburban | College | 1,671,429,600 |
66 | Yes | Yes | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 783bfe5c-ddef-4461-bb0a-13df9b86e73c | no_churn | 0.013271 | 0 | no_churn | -0.031651 | -0.00413 | 0.010948 | -0.038483 | 0.005476 | -0.10716 | -0.039399 | -0.064627 | Female | 34 | No | No | Retired | Suburban | College | 1,671,429,600 |
26 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a8b68b62-13d5-4d13-a787-ae15e13aaf89 | no_churn | 0.136382 | 0 | no_churn | -0.089578 | -0.008152 | 0.022521 | -0.070908 | 0.01098 | 0.052378 | -0.056246 | -0.080021 | Female | 62 | No | Yes | Medical Leave | Urban | High School or Below | 1,671,429,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7fdbfff2-609b-4479-8a1f-a63a677c93a2 | churn | 0.564243 | 1 | churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 32 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
58 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 592a1403-aa9d-42f7-8ff6-760c62b7028e | no_churn | 0.529787 | 0 | no_churn | -0.014054 | -0.002721 | 0.135951 | 0.11932 | 0.128005 | 0.089562 | 0.143154 | 0.131756 | Female | 74 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
33 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 9d0d9498-3ccb-4f79-b648-7fd64610b24a | no_churn | 0.24592 | 0 | no_churn | -0.19041 | -0.00241 | 0.042783 | -0.060887 | 0.005791 | 0.048265 | -0.05612 | -0.043183 | Female | 25 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
14 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 1859c399-56fe-4db2-affc-5abfe205e3b4 | no_churn | 0.041409 | 0 | no_churn | -0.05993 | -0.007689 | -0.011041 | -0.040631 | 0.005705 | -0.073651 | -0.030791 | -0.050999 | Male | 56 | No | Yes | Unemployed | Suburban | College | 1,671,429,600 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2b9de14c-b41a-4e3b-8299-b5bb9f9038e0 | no_churn | 0.269484 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Female | 66 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e547e448-e5c2-4a03-9ff7-05e98ce6d44b | no_churn | 0.176607 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Male | 78 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3b9172ab-43f2-4ade-9ce1-f0a2aca942cc | no_churn | 0.360491 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 46 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
63 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Active | 287449a8-603c-4b9c-9adc-64cc28e7e10a | no_churn | 0.076539 | 0 | no_churn | -0.092033 | -0.002414 | -0.018926 | -0.006141 | 0.040843 | -0.213725 | 0.038622 | 0.044747 | Male | 60 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
27 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 87ddf5b5-61c3-4d0d-b7e1-e41c0f413266 | churn | 0.466961 | 1 | churn | 0.057217 | -0.001518 | 0.035491 | 0.04371 | 0.039156 | 0.14208 | 0.112565 | 0.055843 | Female | 46 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
16 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e960c498-0b78-4279-99af-b825ceb97f14 | no_churn | 0.161889 | 0 | no_churn | 0.077264 | -0.004395 | -0.109635 | -0.01722 | -0.032204 | 0.093461 | -0.037504 | -0.02037 | Female | 47 | No | No | Employed | Suburban | College | 1,671,429,600 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 661e2cd8-2a2b-461c-a37a-102ec74427c4 | no_churn | 0.105236 | 0 | no_churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Male | 23 | Yes | Yes | Retired | Rural | Master | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | dc4db449-f196-4fb3-a4d7-75edec371db2 | no_churn | 0.004411 | 0 | no_churn | -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 | Female | 44 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
43 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 4b3e1fd2-4bd2-47d2-ac54-f8d864ffb890 | churn | 0.451031 | 1 | churn | -0.17077 | -0.003668 | -0.00665 | -0.141807 | 0.011503 | 0.044396 | 0.025817 | 0.052152 | Female | 57 | No | No | Employed | Rural | Bachelor | 1,671,429,600 |
72 | No | No phone service | Medium Speed | Phone_Support | Two year | 100hrs+ | Active | 826232e3-7801-47a4-85ea-96fe63c67e89 | no_churn | 0.020021 | 0 | no_churn | -0.13884 | -0.004824 | 0.009292 | 0.008021 | 0.046018 | -0.144425 | 0.037922 | 0.047811 | Male | 25 | No | Yes | Unemployed | Suburban | College | 1,671,429,600 |
8 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 4ab7c869-be67-4bfc-804f-c8d2f81f853a | no_churn | 0.008256 | 0 | no_churn | 0.032914 | -0.006524 | -0.002051 | -0.029004 | 0.021123 | -0.204432 | -0.030527 | -0.040525 | Male | 49 | No | No | Unemployed | Urban | Master | 1,671,429,600 |
2 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 305aee68-2ebe-4a62-bb0a-d4052e4adc9d | no_churn | 0.218783 | 0 | no_churn | 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 | Male | 44 | Yes | No | Medical Leave | Urban | Master | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | 100hrs+ | Active | 9e9d649e-7e05-47f9-81e9-76651f711314 | no_churn | 0.00553 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Male | 77 | No | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
63 | Yes | Yes | Low Speed | Web_Chat_Support | One year | <80hrs | Active | d7c029ff-b372-4a1c-b7af-fa5bb9c3d0e3 | churn | 0.276896 | 1 | churn | -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 | Female | 61 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d119cd9d-3411-4dc5-8045-e8366591c5c9 | no_churn | 0.441739 | 0 | no_churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Male | 48 | Yes | No | Employed | Rural | High School or Below | 1,671,429,600 |
48 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 51641c59-ae8c-4ff6-b190-833b50c417c1 | no_churn | 0.008676 | 0 | no_churn | -0.040546 | -0.003568 | -0.007431 | -0.033186 | -0.018447 | -0.122627 | -0.010983 | -0.012237 | Female | 72 | No | Yes | Unemployed | Rural | Bachelor | 1,671,429,600 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cb2ae2fa-64d7-4f2f-a581-57f89f2cf881 | churn | 0.834601 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 40 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
20 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 7b774a1b-8861-44fe-bbc3-3ef7d2e60f90 | no_churn | 0.150161 | 0 | no_churn | 0.074414 | -0.002651 | -0.04299 | 0.061689 | 0.129749 | 0.114053 | 0.092467 | 0.114242 | Male | 74 | No | Yes | Unemployed | Rural | College | 1,671,429,600 |
17 | Yes | No | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | c56eb3de-e918-4ee9-a4c3-f121c4d6bb7f | no_churn | 0.04781 | 0 | no_churn | -0.000005 | -0.00364 | -0.021565 | -0.044962 | 0.001041 | -0.129864 | -0.026305 | -0.043727 | Female | 67 | No | No | Employed | Suburban | College | 1,671,429,600 |
21 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 8d143269-4313-4105-930c-6cbedc6b2dc3 | no_churn | 0.440043 | 0 | no_churn | -0.108362 | -0.00354 | 0.046847 | -0.029748 | -0.016519 | 0.074125 | -0.040676 | 0.032998 | Male | 80 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 1d9262fb-3367-4c6c-8c63-a3742f71fb04 | no_churn | 0.002231 | 0 | no_churn | -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 | Female | 52 | Yes | No | Employed | Suburban | High School or Below | 1,671,429,600 |
27 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 521cb9ce-743b-4896-b1a3-3bac206075aa | no_churn | 0.011123 | 0 | no_churn | -0.037795 | -0.005557 | -0.016821 | -0.029162 | 0.012219 | -0.103163 | -0.041826 | -0.046921 | Female | 66 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 134b920f-f870-4a61-8ce7-a14e793ebc38 | no_churn | 0.312787 | 0 | no_churn | 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 | Male | 31 | No | No | Employed | Suburban | College | 1,671,429,600 |
41 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 07c5f38e-8d07-4954-af07-57948cb2e7bb | no_churn | 0.053437 | 0 | no_churn | -0.004228 | -0.009511 | -0.007284 | -0.006761 | 0.00622 | -0.13557 | -0.02019 | -0.051702 | Male | 77 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
48 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | 94bcf638-d4b1-40fd-9b71-7e90dc6c10f8 | no_churn | 0.037918 | 0 | no_churn | -0.047171 | -0.001816 | -0.042871 | -0.053392 | 0.067061 | -0.174867 | 0.055496 | 0.058532 | Female | 63 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d5c219d3-e0e9-4b90-8d62-9601516b842b | no_churn | 0.441739 | 0 | no_churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Female | 71 | No | Yes | Unemployed | Rural | Bachelor | 1,671,429,600 |
48 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 9c3dcad9-88a5-4d1a-ac60-5c15ff33ec29 | no_churn | 0.010061 | 0 | no_churn | -0.0481 | -0.003278 | 0.006304 | -0.063686 | 0.011639 | -0.119663 | -0.025651 | -0.026592 | Female | 30 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | cf0d3a52-90a9-402a-aac8-5ce70c572b7f | no_churn | 0.602341 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 20 | No | Yes | Disabled | Suburban | Bachelor | 1,671,429,600 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 990e194d-781a-4f59-b126-e960026a07a8 | churn | 0.852253 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 37 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
36 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 80830939-b108-4855-af6b-64c5bc927dd3 | churn | 0.557617 | 1 | churn | -0.184636 | -0.004851 | 0.060429 | -0.115022 | 0.012335 | 0.080303 | 0.042976 | 0.018773 | Male | 61 | No | No | Retired | Suburban | High School or Below | 1,671,429,600 |
14 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 4e7cdc87-3ef8-4462-885c-35d7d34d946a | no_churn | 0.679235 | 0 | no_churn | 0.071493 | -0.004643 | 0.085109 | -0.007228 | 0.09021 | 0.092796 | 0.060982 | 0.062113 | Female | 21 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | <50hrs | Active | eb1471fb-f054-43c7-bbcc-6955fe740bbf | no_churn | 0.017424 | 0 | no_churn | -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 | Male | 53 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7077c649-9075-4f11-9c2f-b886871ca748 | churn | 0.72852 | 1 | churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Male | 73 | No | No | Unemployed | Rural | High School or Below | 1,671,429,600 |
53 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 56e26595-6a3d-4b75-b49a-1d243b41ac3e | no_churn | 0.158081 | 0 | no_churn | -0.088963 | -0.002233 | 0.084674 | 0.03794 | 0.084933 | 0.087957 | -0.015998 | -0.045835 | Female | 56 | Yes | Yes | Employed | Suburban | College | 1,671,429,600 |
55 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 99059114-aebd-4bcd-9387-b41bae2193cc | no_churn | 0.04722 | 0 | no_churn | -0.053585 | -0.003787 | 0.001857 | -0.030608 | -0.053978 | -0.074381 | -0.02757 | -0.026974 | Female | 45 | No | No | Unemployed | Urban | Bachelor | 1,671,429,600 |
8 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ae6ade34-e787-44bc-b6da-4cc454a359cc | no_churn | 0.184598 | 0 | no_churn | 0.01797 | -0.015224 | -0.064212 | -0.098349 | 0.021045 | 0.062597 | -0.065692 | -0.067161 | Female | 65 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,429,600 |
58 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 60c3a4fe-0e6f-4524-a7eb-d10695a347dd | no_churn | 0.529787 | 0 | no_churn | -0.014054 | -0.002721 | 0.135951 | 0.11932 | 0.128005 | 0.089562 | 0.143154 | 0.131756 | Female | 80 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 2d54a435-a06b-4b8e-8ca1-70aa9acbcaaa | no_churn | 0.002231 | 0 | no_churn | -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 | Male | 31 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f8e7bd44-41b2-44bc-8150-6a32498de0a9 | no_churn | 0.105236 | 0 | no_churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Female | 29 | No | No | Employed | Urban | High School or Below | 1,671,429,600 |
48 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 5af933dd-de54-4e89-a87d-63ab5cea7dc3 | no_churn | 0.008676 | 0 | no_churn | -0.040546 | -0.003568 | -0.007431 | -0.033186 | -0.018447 | -0.122627 | -0.010983 | -0.012237 | Male | 44 | No | Yes | Employed | Urban | Master | 1,671,429,600 |
66 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | 66c79871-f7af-4ce0-915d-4fb8691483b3 | no_churn | 0.020588 | 0 | no_churn | -0.025368 | -0.003061 | 0.020763 | -0.022518 | 0.007612 | -0.155491 | -0.023742 | -0.052221 | Female | 53 | No | Yes | Unemployed | Rural | High School or Below | 1,671,429,600 |
14 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 74cd0fe8-afc1-494c-b919-1c672a95f2f7 | no_churn | 0.041409 | 0 | no_churn | -0.05993 | -0.007689 | -0.011041 | -0.040631 | 0.005705 | -0.073651 | -0.030791 | -0.050999 | Female | 55 | No | Yes | Employed | Urban | Master | 1,671,429,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8877ddbe-afad-4a3a-8807-ced2d8fdaa33 | no_churn | 0.451521 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 37 | No | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
56 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 47c4cd13-ab27-4f7d-96aa-a4648fa38a3b | no_churn | 0.281673 | 0 | no_churn | -0.121466 | -0.012527 | 0.02213 | -0.019006 | -0.05434 | 0.064028 | 0.016862 | 0.065292 | Female | 31 | No | No | Employed | Suburban | College | 1,671,429,600 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | <50hrs | Active | 638b6695-a0ba-4851-badd-8ba07b45535e | no_churn | 0.017424 | 0 | no_churn | -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 | Male | 56 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
19 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e97b04ef-bd9b-4741-bfc4-4644f1ff4de7 | no_churn | 0.054345 | 0 | no_churn | -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 | Female | 71 | No | No | Employed | Suburban | College | 1,671,429,600 |
55 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 0917c51d-98e9-4111-bfc8-f07f322c8537 | no_churn | 0.04722 | 0 | no_churn | -0.053585 | -0.003787 | 0.001857 | -0.030608 | -0.053978 | -0.074381 | -0.02757 | -0.026974 | Male | 80 | No | No | Employed | Suburban | College | 1,671,429,600 |
8 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 8dd64c7c-b6a2-44a6-9dbe-65a3dad57789 | no_churn | 0.026158 | 0 | no_churn | -0.014779 | -0.005733 | -0.004741 | -0.05842 | -0.033067 | -0.075356 | -0.035108 | -0.041823 | Female | 58 | Yes | No | Medical Leave | Rural | Doctor | 1,671,429,600 |
48 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 23362dbf-36a2-4d62-b1c7-e703279f02fa | no_churn | 0.008676 | 0 | no_churn | -0.040546 | -0.003568 | -0.007431 | -0.033186 | -0.018447 | -0.122627 | -0.010983 | -0.012237 | Male | 49 | No | Yes | Retired | Suburban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 1e1d3056-2933-47fa-abd9-d103bfd9fa55 | no_churn | 0.004411 | 0 | no_churn | -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 | Male | 79 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2d14520e-3553-4eda-bb2e-9c605deacc94 | no_churn | 0.269484 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Female | 23 | Yes | No | Employed | Suburban | Bachelor | 1,671,429,600 |
30 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 87e34280-76a9-487f-9052-81f9153f0cb9 | no_churn | 0.232124 | 0 | no_churn | -0.000335 | -0.009448 | -0.083666 | 0.061716 | -0.012334 | 0.084742 | -0.02084 | -0.006353 | Male | 53 | No | No | Employed | Rural | Bachelor | 1,671,429,600 |
54 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 9cc40664-1f7e-4e6b-853b-c066fae5b9f5 | no_churn | 0.029208 | 0 | no_churn | 0.015339 | -0.004994 | -0.031961 | 0.010941 | 0.045364 | -0.141653 | -0.034131 | -0.047931 | Male | 80 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,429,600 |
10 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 44e9d5d6-486f-44dd-a9db-e61f9e504777 | churn | 0.634861 | 1 | churn | 0.139362 | 0.000171 | 0.008556 | -0.073642 | 0.105896 | 0.130149 | 0.088735 | 0.052295 | Male | 50 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
43 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 96367696-6a6e-43bf-b1b8-be807baa14d0 | churn | 0.451031 | 1 | churn | -0.17077 | -0.003668 | -0.00665 | -0.141807 | 0.011503 | 0.044396 | 0.025817 | 0.052152 | Male | 51 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
30 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 6625b381-30b7-4bee-a033-86de95332b02 | churn | 0.645663 | 1 | churn | 0.04701 | -0.002928 | 0.13093 | 0.120321 | 0.04833 | 0.134388 | 0.170545 | 0.062377 | Female | 61 | Yes | Yes | Employed | Urban | High School or Below | 1,671,429,600 |
2 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 4ed59ac0-6575-4f4e-957f-d6d1fc3eebdb | no_churn | 0.194969 | 0 | no_churn | 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 | Female | 50 | Yes | No | Unemployed | Urban | College | 1,671,429,600 |
70 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | b3674203-0ce8-4b0c-af04-3d6226186ea0 | no_churn | 0.131382 | 0 | no_churn | -0.124174 | -0.003303 | 0.007934 | 0.023704 | -0.021309 | -0.106866 | -0.015208 | -0.029803 | Male | 21 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a81fb068-6e70-4227-bef1-7de67c26942f | no_churn | 0.105236 | 0 | no_churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Female | 46 | No | Yes | Employed | Suburban | Master | 1,671,429,600 |
8 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 86c9af3c-fd19-4e7e-99ab-f00f2817ac1b | churn | 0.219221 | 1 | churn | -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 | Male | 71 | Yes | Yes | Employed | Urban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 8bf7a5b4-cf5e-48f1-bfb2-fd7b1b52765e | no_churn | 0.002468 | 0 | no_churn | -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 | Female | 69 | Yes | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
55 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | d8b3cc77-3172-46da-ae70-399ee9f75992 | churn | 0.022121 | 0 | no_churn | -0.071692 | -0.003104 | 0.01447 | -0.013396 | -0.066718 | -0.185554 | 0.020269 | 0.036698 | Male | 24 | No | No | Unemployed | Rural | Bachelor | 1,671,429,600 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b3395e71-b46e-469e-97ac-e2d11789e3f3 | no_churn | 0.410216 | 0 | no_churn | -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 | Female | 44 | Yes | Yes | Unemployed | Urban | College | 1,671,429,600 |
60 | Yes | No | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | e9504ab7-48d2-4a18-83f9-f254695b0c89 | no_churn | 0.206024 | 0 | no_churn | -0.01983 | -0.001475 | 0.014828 | -0.023979 | 0.01537 | -0.061932 | 0.056949 | 0.002043 | Male | 66 | No | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0d6d4191-0303-4750-adb2-f666cc89a0a9 | churn | 0.791425 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 57 | No | No | Retired | Rural | Bachelor | 1,671,429,600 |
21 | Yes | Yes | High Speed | Phone_Support | One year | 100hrs+ | Active | 2ad87461-03f2-4980-b00f-a37e4c61bee2 | no_churn | 0.148205 | 0 | no_churn | 0.00152 | -0.00168 | 0.067446 | 0.014208 | 0.096402 | 0.033682 | 0.116334 | 0.087061 | Female | 38 | Yes | No | Medical Leave | Suburban | High School or Below | 1,671,429,600 |
63 | Yes | Yes | Low Speed | Web_Chat_Support | One year | <80hrs | Active | d1b2a69f-16a0-489f-8df2-b9794e892b7d | churn | 0.276896 | 1 | churn | -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 | Female | 60 | No | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
10 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 042b5a8a-47ce-4e24-b8a5-a647f6f2dde3 | no_churn | 0.094697 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Male | 69 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
47 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 772c63d6-1529-438e-99ac-f8688b365c45 | no_churn | 0.134611 | 0 | no_churn | -0.084902 | -0.015284 | 0.008242 | -0.077616 | -0.040806 | 0.037651 | -0.023087 | -0.039892 | Male | 40 | No | Yes | Unemployed | Rural | High School or Below | 1,671,429,600 |
4 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 76eaf712-dec3-48c4-8283-d3573580debb | no_churn | 0.3344 | 0 | no_churn | 0.078754 | -0.011243 | -0.03788 | -0.109608 | -0.130874 | 0.064211 | -0.03427 | -0.024428 | Female | 51 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8ea1fcf4-4208-4bf7-bcff-36fa1f7b7805 | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 53 | No | Yes | Retired | Urban | College | 1,671,429,600 |
37 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | c3932cac-7ced-491a-b6b2-4f62f702d8b9 | no_churn | 0.480155 | 0 | no_churn | -0.102233 | -0.005228 | 0.088249 | 0.068391 | 0.046942 | 0.085654 | -0.003465 | 0.024707 | Female | 60 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5476fa0c-baa1-41a2-96f1-5fa417772573 | no_churn | 0.269484 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 51 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0dfb614b-857e-4d53-8cf6-6454048c35d1 | no_churn | 0.269484 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 62 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
39 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 71769906-1c59-4e68-ad00-5d3dad7c73f8 | no_churn | 0.008232 | 0 | no_churn | -0.017629 | -0.005662 | -0.007846 | -0.069692 | 0.005259 | -0.11219 | -0.024068 | -0.037199 | Male | 73 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3f233532-aa0d-4150-bb49-613dc42e701d | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 32 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
39 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 2eed5386-5188-4cca-a6c0-4d5de5716daf | no_churn | 0.008232 | 0 | no_churn | -0.017629 | -0.005662 | -0.007846 | -0.069692 | 0.005259 | -0.11219 | -0.024068 | -0.037199 | Male | 23 | Yes | Yes | Employed | Rural | Bachelor | 1,671,429,600 |
23 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 704550a2-7eff-4907-9be7-459d1f93624c | no_churn | 0.415735 | 0 | no_churn | -0.22454 | -0.006803 | -0.103079 | -0.022575 | 0.057767 | 0.001837 | 0.012199 | 0.051167 | Female | 71 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7667dcce-f27a-48a7-b12f-2127161365a9 | no_churn | 0.470775 | 0 | no_churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Male | 23 | No | No | Unemployed | Urban | College | 1,671,429,600 |
13 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 51c4d263-daee-4d99-8f1d-f1a6ba8fe7fe | no_churn | 0.126733 | 0 | no_churn | -0.052193 | -0.009928 | -0.022296 | -0.108021 | 0.016948 | 0.047076 | -0.065999 | -0.074613 | Male | 47 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.