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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fe74401f-1bcb-4f09-9797-28cd520eea82 | no_churn | 0.297216 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Female | 54 | Yes | No | Employed | Suburban | High School or Below | 1,672,034,400 |
54 | Yes | No | High Speed | In_Store_Support | One year | <50hrs | Active | 0958f246-325c-4201-89cd-95ddcc2ad80f | no_churn | 0.098192 | 0 | no_churn | -0.084484 | -0.007174 | -0.055777 | -0.036089 | -0.036817 | -0.082388 | 0.01553 | 0.038172 | Female | 71 | No | No | Employed | Suburban | Bachelor | 1,672,034,400 |
23 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4c031993-19a7-43d5-95fd-2bd592a95a85 | churn | 0.311067 | 1 | churn | -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 | Male | 60 | No | Yes | Employed | Rural | High School or Below | 1,672,034,400 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 70c7c7eb-7dca-4075-b63a-ef24b8c89734 | no_churn | 0.676861 | 0 | no_churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Male | 26 | No | Yes | Employed | Suburban | Bachelor | 1,672,034,400 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0e61c75c-18d9-460c-8060-45ab3477aae5 | churn | 0.553844 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 77 | No | Yes | Employed | Suburban | Master | 1,672,034,400 |
23 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2130134a-f215-444a-b0dc-4db2c155aed2 | no_churn | 0.083425 | 0 | no_churn | -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 | Female | 24 | No | Yes | Medical Leave | Suburban | College | 1,672,034,400 |
15 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | f924a047-d9e4-4510-8010-b981c4afdd75 | churn | 0.53119 | 1 | churn | 0.118438 | 0.000001 | 0.015009 | 0.067474 | 0.091138 | 0.132595 | 0.061071 | 0.101415 | Male | 49 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 56bd3ee9-bd2b-42e9-a4ba-f90cc1fc2582 | churn | 0.553844 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Female | 28 | No | No | Employed | Urban | College | 1,672,034,400 |
44 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | f85684f3-c5df-48de-af79-3e5e5559af45 | no_churn | 0.079497 | 0 | no_churn | -0.071501 | -0.005878 | -0.006634 | -0.003775 | -0.093643 | -0.030719 | -0.026963 | -0.019915 | Male | 70 | No | Yes | Employed | Urban | High School or Below | 1,672,034,400 |
30 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | f43d092a-8919-4379-82a6-a4297d826f5e | no_churn | 0.140454 | 0 | no_churn | -0.066348 | -0.006948 | 0.013559 | -0.042359 | -0.064717 | 0.083991 | 0.06189 | 0.045238 | Female | 29 | No | Yes | Employed | Urban | College | 1,672,034,400 |
71 | Yes | Yes | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 68b873f2-37c6-4c46-9229-91de49cd569c | no_churn | 0.041098 | 0 | no_churn | -0.101318 | -0.004705 | -0.001458 | -0.025671 | -0.000637 | -0.084071 | -0.017107 | -0.034059 | Female | 80 | No | No | Unemployed | Suburban | Master | 1,672,034,400 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 90c94f09-e3ea-4965-ab07-337dc7526698 | churn | 0.842274 | 1 | churn | 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 | Female | 43 | No | Yes | Medical Leave | Suburban | Bachelor | 1,672,034,400 |
60 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | a19a39a3-f557-4888-9d75-2263b79ea611 | no_churn | 0.093377 | 0 | no_churn | -0.082608 | -0.003036 | -0.070054 | 0.034166 | -0.002816 | -0.106524 | -0.016921 | -0.021234 | Male | 80 | No | No | Employed | Suburban | Master | 1,672,034,400 |
71 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | 51119be0-100f-4336-bfec-7737820baa34 | no_churn | 0.075714 | 0 | no_churn | -0.148956 | -0.002495 | 0.003095 | 0.022025 | -0.009761 | -0.129983 | 0.000969 | 0.046794 | Female | 56 | No | No | Unemployed | Suburban | High School or Below | 1,672,034,400 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | cf305f38-e463-44e1-8dbb-c4a44c25f3e6 | no_churn | 0.071687 | 0 | no_churn | -0.006763 | -0.003014 | 0.05448 | -0.051736 | 0.005379 | -0.135198 | 0.062672 | 0.065155 | Male | 49 | Yes | Yes | Employed | Rural | Master | 1,672,034,400 |
38 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 61ef37e1-91d0-4df9-882d-bad80d3e7138 | no_churn | 0.009177 | 0 | no_churn | -0.02198 | -0.005466 | -0.012312 | -0.060416 | 0.001156 | -0.115768 | -0.019615 | -0.034626 | Male | 70 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
61 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 0176195f-baaa-474d-8c26-7286e84ca006 | no_churn | 0.012124 | 0 | no_churn | -0.073609 | -0.003527 | 0.003766 | -0.019467 | 0.004953 | -0.141726 | -0.021021 | -0.018395 | Female | 69 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | <50hrs | Active | 037c22e2-afaa-419c-9915-e842b59756d9 | no_churn | 0.014019 | 0 | no_churn | -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 | Female | 25 | No | Yes | Employed | Suburban | High School or Below | 1,672,034,400 |
66 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | aeda7723-d79f-4e99-adfc-8693eee655b6 | no_churn | 0.124481 | 0 | no_churn | -0.104025 | -0.001914 | 0.018559 | -0.008667 | 0.000406 | -0.147097 | -0.002336 | 0.026049 | Female | 21 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
70 | Yes | Yes | High Speed | Phone_Support | Two year | <50hrs | Active | 654f5bce-5726-491c-8cf9-16152a506329 | no_churn | 0.054285 | 0 | no_churn | -0.081228 | -0.001732 | 0.019681 | -0.039291 | 0.031298 | -0.224383 | 0.053472 | 0.051157 | Male | 51 | No | Yes | Employed | Rural | Master | 1,672,034,400 |
10 | Yes | Yes | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 0754628c-9d9a-4870-9086-07603069969d | no_churn | 0.014881 | 0 | no_churn | -0.008952 | -0.004884 | -0.000359 | -0.04597 | -0.021978 | -0.139397 | -0.022261 | -0.025225 | Male | 55 | No | Yes | Employed | Suburban | High School or Below | 1,672,034,400 |
70 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 097f42c1-a7e4-4f8e-914a-fecd3fa4770b | no_churn | 0.01593 | 0 | no_churn | -0.011337 | -0.002076 | 0.015754 | -0.05245 | 0.007794 | -0.078447 | -0.00938 | -0.010528 | Male | 68 | No | No | Unemployed | Rural | High School or Below | 1,672,034,400 |
40 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 48d5a6ec-920f-417c-b0ce-3e60a7019c45 | no_churn | 0.070925 | 0 | no_churn | -0.001865 | -0.001567 | 0.018307 | 0.052779 | 0.047554 | -0.13404 | -0.022369 | -0.037825 | Male | 25 | No | No | Medical Leave | Urban | Master | 1,672,034,400 |
5 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 141676a7-0fa2-4e47-9997-6bcae90e0865 | no_churn | 0.01071 | 0 | no_churn | 0.012482 | -0.00514 | -0.013945 | -0.040216 | -0.041718 | -0.121245 | -0.02408 | -0.025164 | Male | 55 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,034,400 |
32 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7ab2cad4-b1d5-4636-a898-8673274a6bb6 | no_churn | 0.11483 | 0 | no_churn | -0.048708 | -0.003761 | -0.004153 | -0.080429 | 0.041076 | 0.044871 | -0.039738 | -0.058182 | Female | 47 | No | Yes | Employed | Suburban | High School or Below | 1,672,034,400 |
3 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9e1fab69-d53a-4e3d-9218-2825b824da4c | churn | 0.198384 | 1 | churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Female | 75 | No | No | Employed | Urban | Master | 1,672,034,400 |
8 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 49aadde8-8256-4c81-98d6-315793472b76 | no_churn | 0.011927 | 0 | no_churn | -0.00658 | -0.004169 | -0.012974 | -0.036127 | -0.040593 | -0.13411 | -0.016987 | -0.017485 | Male | 50 | No | No | Unemployed | Suburban | Bachelor | 1,672,034,400 |
36 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6fcf04e9-d3df-4e73-9110-fa2e35570686 | no_churn | 0.150907 | 0 | no_churn | -0.061053 | -0.009262 | -0.03585 | -0.060457 | 0.03158 | 0.047916 | -0.035811 | -0.036089 | Male | 24 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,034,400 |
12 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 6454015d-26f7-415c-8100-4bc0701a4eff | no_churn | 0.009454 | 0 | no_churn | -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 | Female | 25 | Yes | No | Medical Leave | Suburban | Doctor | 1,672,034,400 |
35 | No | No phone service | High Speed | In_Store_Support | One year | <80hrs | Active | 9894de03-8987-4ea0-9daa-ac825e163d5b | no_churn | 0.103931 | 0 | no_churn | -0.12331 | 0.010523 | 0.002583 | -0.053505 | -0.031077 | -0.105233 | 0.023625 | 0.027368 | Female | 66 | Yes | No | Employed | Suburban | Bachelor | 1,672,034,400 |
55 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 4b7e1acc-b131-4a63-a9c5-4debd69f0e3a | no_churn | 0.034311 | 0 | no_churn | 0.054913 | -0.003486 | -0.000868 | 0.040493 | 0.071454 | -0.009944 | -0.014534 | -0.017055 | Male | 60 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
8 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 4718e066-69aa-48de-afa1-284e5e5b30f9 | no_churn | 0.28761 | 0 | no_churn | 0.00862 | -0.00796 | -0.064171 | -0.074699 | -0.183214 | 0.04361 | -0.013037 | 0.031825 | Female | 72 | No | Yes | Employed | Urban | College | 1,672,034,400 |
3 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ddf39fb6-1639-466b-9bef-97e14e1ed33d | churn | 0.41406 | 1 | churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Female | 46 | No | No | Employed | Suburban | Bachelor | 1,672,034,400 |
3 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a60ea55e-fdd3-4cd6-bb77-b307f04e7317 | churn | 0.771068 | 1 | churn | 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 | Female | 80 | Yes | Yes | Unemployed | Suburban | Master | 1,672,034,400 |
58 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 449cf7d5-8ba6-4ada-9beb-f0a06208fbae | no_churn | 0.01048 | 0 | no_churn | -0.046768 | -0.003818 | -0.01367 | -0.015958 | 0.018005 | -0.105423 | -0.034892 | -0.066501 | Female | 26 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,034,400 |
29 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 46a42206-5776-4c83-a971-446cffb55d79 | churn | 0.488617 | 1 | churn | 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 | Female | 49 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fdf5dec1-76ad-4a5a-8778-a26207b39dd2 | no_churn | 0.52701 | 0 | no_churn | 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 | Female | 42 | No | No | Employed | Suburban | College | 1,672,034,400 |
71 | Yes | Yes | High Speed | Web_Chat_Support | One year | 100hrs+ | Active | 11ab15e2-9a7c-4514-9810-df9f6c85aa55 | no_churn | 0.026627 | 0 | no_churn | -0.159236 | -0.001622 | 0.052775 | 0.025546 | 0.05123 | -0.107305 | 0.096931 | 0.080655 | Male | 79 | No | No | Employed | Suburban | Bachelor | 1,672,034,400 |
7 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 2e7e68e7-a467-413b-ad0c-e0b08de83b3b | churn | 0.34524 | 1 | churn | -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 | Male | 43 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
59 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | a2801ab1-6453-4bfb-8035-d4e665644e7e | no_churn | 0.206109 | 0 | no_churn | -0.150886 | 0.004415 | -0.001547 | -0.038935 | -0.106863 | 0.044799 | -0.011442 | 0.001433 | Male | 23 | No | No | Unemployed | Rural | Doctor | 1,672,034,400 |
32 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 7d277c03-7a8d-452c-a3ef-b9fdd231e0d9 | no_churn | 0.023213 | 0 | no_churn | 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 | Male | 38 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,034,400 |
8 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 71965475-8383-4966-8069-349791d95af1 | no_churn | 0.118199 | 0 | no_churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Female | 73 | No | Yes | Employed | Suburban | Bachelor | 1,672,034,400 |
68 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | a0e48ace-688d-4ed5-a5aa-aa535fcc3e60 | no_churn | 0.15639 | 0 | no_churn | -0.11162 | -0.047803 | -0.039168 | -0.041767 | 0.063579 | 0.063563 | 0.06497 | 0.067221 | Male | 29 | No | No | Unemployed | Suburban | Bachelor | 1,672,034,400 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | <50hrs | Active | 7b3c0940-7671-4ec0-a154-6dc3ad0ef1ce | no_churn | 0.014019 | 0 | no_churn | -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 | Male | 74 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
28 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 9bf3bb9d-c1ef-4344-bcf6-0bdb8f9f2557 | no_churn | 0.15903 | 0 | no_churn | 0.028484 | -0.003533 | 0.019274 | 0.143484 | 0.023129 | 0.087331 | -0.005855 | 0.00866 | Female | 47 | Yes | Yes | Employed | Urban | College | 1,672,034,400 |
72 | No | No phone service | Low Speed | Phone_Support | Two year | <50hrs | Active | 5deb68a1-25c3-4cb3-ad56-e9d09302df26 | no_churn | 0.006923 | 0 | no_churn | -0.139694 | -0.000776 | -0.006941 | -0.007007 | 0.020627 | -0.181141 | 0.01866 | 0.037246 | Female | 68 | No | No | Employed | Suburban | College | 1,672,034,400 |
60 | No | No phone service | High Speed | In_Store_Support | Two year | 100hrs+ | Active | 6cd8f67e-4751-4b31-960c-b076ed81e271 | no_churn | 0.070225 | 0 | no_churn | -0.08821 | -0.003252 | -0.002423 | -0.015611 | -0.060399 | -0.123426 | 0.007892 | 0.016403 | Female | 31 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
26 | Yes | Yes | Medium Speed | Phone_Support | One year | 100hrs+ | Active | ba899e09-31f1-4dad-9baf-2ed569c5196e | no_churn | 0.119768 | 0 | no_churn | -0.0182 | -0.001423 | -0.045268 | -0.121143 | 0.081026 | -0.160452 | 0.080993 | 0.085442 | Male | 24 | No | Yes | Unemployed | Rural | High School or Below | 1,672,034,400 |
71 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 75c68d2f-3f55-4e70-87d6-c1e5c9ddab1e | no_churn | 0.004101 | 0 | no_churn | -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 | Female | 55 | Yes | No | Employed | Suburban | Bachelor | 1,672,034,400 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | c73afea5-f04d-4c7c-b983-8db7be0e9971 | churn | 0.594221 | 1 | churn | 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 | Male | 77 | No | No | Employed | Rural | Bachelor | 1,672,034,400 |
43 | Yes | Yes | Fiber optic | In_Store_Support | One year | 100hrs+ | Active | 102ebec9-5ae0-4c4b-bc65-e4beecc2ec4a | churn | 0.369742 | 1 | churn | 0.004808 | -0.001434 | 0.027318 | 0.103834 | -0.06845 | 0.000228 | 0.032979 | 0.071691 | Female | 49 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
52 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8f3e1420-61b7-48fe-a1b4-38d836e52848 | no_churn | 0.296162 | 1 | churn | -0.006753 | -0.001164 | 0.032308 | 0.129388 | 0.101674 | 0.09736 | -0.004772 | 0.002932 | Female | 49 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
19 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 66e71ce3-a399-44ef-9e48-96c0a1409c3b | no_churn | 0.008502 | 0 | no_churn | -0.009616 | -0.004189 | 0.007332 | -0.034798 | -0.009784 | -0.130527 | -0.042019 | -0.045427 | Male | 44 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
52 | No | No phone service | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 7949f1d3-258a-452b-a8b8-211934f3f80a | no_churn | 0.00947 | 0 | no_churn | -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 | Male | 52 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 41993f90-1176-4078-81c2-00b3807f7343 | no_churn | 0.52701 | 0 | no_churn | 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 | Male | 73 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
30 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 26cec75c-fed5-486e-adce-66a1ecb4cec0 | no_churn | 0.020444 | 0 | no_churn | -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 | Male | 34 | No | No | Employed | Suburban | Bachelor | 1,672,034,400 |
2 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b8a647fe-d495-47bc-86ac-480682a7ebe1 | no_churn | 0.390517 | 0 | no_churn | 0.188002 | -0.00563 | 0.036776 | -0.048192 | -0.000087 | 0.107963 | -0.031529 | -0.047151 | Male | 77 | No | No | Disabled | Suburban | Doctor | 1,672,034,400 |
29 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | b798c696-a848-4c86-b66e-5f76c9d78f42 | churn | 0.488617 | 1 | churn | 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 | Female | 43 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,034,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 75e2cc1e-c8f9-4085-9373-ab2f6a5bbef0 | no_churn | 0.176715 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 66 | No | Yes | Medical Leave | Suburban | High School or Below | 1,672,034,400 |
22 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | c5a80de8-2560-4e3b-bdb5-d08408e1e6ef | no_churn | 0.020591 | 0 | no_churn | -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 | Female | 77 | No | No | Unemployed | Suburban | High School or Below | 1,672,034,400 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 06ff1c17-b72d-414b-892c-023512bf1867 | churn | 0.319711 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 45 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
71 | Yes | Yes | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | ae58f234-27e0-42f8-a3fe-697e59429cd5 | no_churn | 0.041098 | 0 | no_churn | -0.101318 | -0.004705 | -0.001458 | -0.025671 | -0.000637 | -0.084071 | -0.017107 | -0.034059 | Male | 32 | Yes | No | Employed | Urban | Master | 1,672,034,400 |
64 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 22394ead-e271-4398-9666-76b6daa3f569 | no_churn | 0.051994 | 0 | no_churn | -0.115588 | -0.003566 | 0.012677 | 0.018228 | 0.000134 | -0.106433 | -0.033272 | -0.023706 | Female | 80 | No | No | Unemployed | Suburban | High School or Below | 1,672,034,400 |
50 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | ad4f362c-cd54-4c31-828f-211c6f060bda | no_churn | 0.02994 | 0 | no_churn | -0.070503 | -0.008161 | -0.019469 | -0.029734 | -0.02841 | -0.071868 | -0.021601 | -0.019279 | Male | 49 | Yes | No | Employed | Suburban | High School or Below | 1,672,034,400 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <80hrs | Active | 1ab0bf33-8775-4663-b277-b5552bf1dc32 | no_churn | 0.242561 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Male | 23 | No | No | Employed | Rural | College | 1,672,034,400 |
52 | No | No phone service | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 9cb488b6-23d2-49ab-9b53-02c80a8ef1fc | no_churn | 0.00947 | 0 | no_churn | -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 | Female | 49 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
58 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | ca32c8a6-de60-41f3-a94c-40f3837c84c7 | churn | 0.32528 | 1 | churn | -0.110536 | -0.003654 | 0.007143 | -0.044482 | -0.042772 | -0.125724 | 0.010342 | 0.050658 | Male | 25 | No | Yes | Unemployed | Rural | High School or Below | 1,672,034,400 |
23 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e70c8edb-c284-4873-b92d-dff95ce4c896 | churn | 0.311067 | 1 | churn | -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 | Male | 42 | Yes | Yes | Unemployed | Suburban | College | 1,672,034,400 |
45 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | b6b55e99-b7b4-4e84-949d-0d504735782e | no_churn | 0.23474 | 0 | no_churn | -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 | Male | 72 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
11 | No | No phone service | Low Speed | Phone_Support | One year | 0hrs | Disabled | b0fc3a41-88d5-402e-b12e-7ceda64c4370 | no_churn | 0.041813 | 0 | no_churn | 0.168761 | 0.145666 | 0.064746 | 0.115528 | 0.088947 | 0.04409 | 0.007624 | 0.005611 | Female | 38 | No | No | Unemployed | Suburban | High School or Below | 1,672,034,400 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | b3b86677-8d7e-42e2-8eb3-4da517220cf1 | churn | 0.620446 | 1 | churn | 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 | Female | 51 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,034,400 |
71 | No | No phone service | Medium Speed | In_Store_Support | One year | 100hrs+ | Active | 23788f73-d857-4950-9fde-caf1722e5873 | no_churn | 0.110003 | 0 | no_churn | -0.13393 | 0.000423 | -0.004517 | -0.027217 | -0.061245 | -0.071262 | 0.008072 | 0.020649 | Male | 34 | Yes | No | Disabled | Suburban | College | 1,672,034,400 |
8 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e0b2c00a-be3f-43f9-b3b2-00f93d959d5b | no_churn | 0.208954 | 0 | no_churn | -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 | Male | 61 | No | Yes | Unemployed | Urban | College | 1,672,034,400 |
16 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | <50hrs | Active | ba876758-81e9-43cc-9559-baffdfd1e43b | no_churn | 0.559605 | 0 | no_churn | -0.082393 | -0.0102 | -0.050086 | 0.004112 | -0.091566 | 0.03815 | -0.026601 | 0.046557 | Male | 65 | Yes | No | Unemployed | Suburban | Master | 1,672,034,400 |
1 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 244a00f8-7278-4976-82fb-4b5604ac528d | churn | 0.532673 | 1 | churn | 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 | Male | 68 | No | Yes | Unemployed | Urban | High School or Below | 1,672,034,400 |
49 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | e34fe9d5-1a56-49b1-9722-6a441922294f | no_churn | 0.026642 | 0 | no_churn | -0.077347 | -0.003698 | -0.008754 | -0.012073 | 0.011237 | -0.048576 | -0.04166 | -0.058156 | Male | 78 | No | No | Employed | Suburban | Bachelor | 1,672,034,400 |
9 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 3f36cb05-bae7-4580-bf95-164d89d5b7f3 | no_churn | 0.468481 | 0 | no_churn | -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 | Female | 64 | No | No | Unemployed | Suburban | College | 1,672,034,400 |
65 | Yes | Yes | Low Speed | In_Store_Support | One year | 100hrs+ | Active | b6909e99-4055-49a2-9819-d78c7585dbae | churn | 0.196242 | 0 | no_churn | -0.104438 | -0.002512 | 0.013105 | 0.012072 | -0.14043 | -0.120208 | 0.038338 | 0.045047 | Female | 63 | No | Yes | Employed | Rural | Bachelor | 1,672,034,400 |
21 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | cbfe2427-6a23-4f23-80a2-4868b3cdc918 | no_churn | 0.044056 | 0 | no_churn | -0.058537 | -0.005389 | -0.018694 | -0.061305 | -0.047326 | 0.047343 | -0.050514 | -0.054605 | Male | 21 | No | Yes | Unemployed | Suburban | College | 1,672,034,400 |
29 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5225400f-2037-4f24-b688-395ae446de31 | no_churn | 0.144783 | 0 | no_churn | -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 | Female | 27 | No | No | Employed | Rural | High School or Below | 1,672,034,400 |
40 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | a32fb9a9-6217-4f88-8dd6-894722fd2e9e | no_churn | 0.007906 | 0 | no_churn | -0.01096 | -0.003737 | 0.002645 | -0.000048 | 0.028795 | -0.209557 | -0.024923 | -0.04124 | Female | 46 | No | No | Employed | Rural | Bachelor | 1,672,034,400 |
63 | Yes | Yes | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 59d4dcb0-8f0a-45fd-9d6d-3347174f9c7e | churn | 0.004314 | 0 | no_churn | -0.06761 | -0.003872 | 0.003077 | -0.032231 | 0.00496 | -0.127746 | -0.021033 | -0.024571 | Female | 50 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
26 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f06258b9-3fff-4a9f-8bf5-f14d6f6caca5 | churn | 0.307732 | 1 | churn | -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 | Male | 30 | No | Yes | Unemployed | Urban | Master | 1,672,034,400 |
1 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7d3e4dca-b95a-4983-bdd6-9bdc3751d0c6 | no_churn | 0.487932 | 0 | no_churn | 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 | Female | 29 | No | No | Employed | Suburban | Bachelor | 1,672,034,400 |
35 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 162b8c8d-7dfa-4c32-946f-e2de0dbc2a65 | churn | 0.506252 | 1 | churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Male | 69 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 30e6ad70-0ec1-4759-a95a-234c9ac37e06 | churn | 0.70268 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Female | 36 | No | Yes | Employed | Suburban | Bachelor | 1,672,034,400 |
66 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 739b0a12-c8c6-4453-9edb-852215a51ef5 | no_churn | 0.489647 | 0 | no_churn | -0.188533 | -0.002565 | 0.055552 | -0.067166 | -0.008758 | 0.062453 | -0.02379 | -0.037718 | Female | 35 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,034,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9a00b693-6730-4536-b858-844274ce3675 | no_churn | 0.115521 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 56 | No | No | Employed | Rural | Bachelor | 1,672,034,400 |
34 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 1ab17876-d039-4015-b468-e4d7735bd52c | no_churn | 0.171996 | 0 | no_churn | -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 | Female | 27 | No | No | Employed | Suburban | High School or Below | 1,672,034,400 |
67 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 8dcdeb0d-0d4f-4470-8a0d-efb270e0f68e | no_churn | 0.029407 | 0 | no_churn | -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 | Male | 48 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
23 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2e462f64-a166-4a52-83e0-e41138e65f6d | no_churn | 0.083425 | 0 | no_churn | -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 | Male | 36 | Yes | No | Employed | Urban | College | 1,672,034,400 |
28 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <50hrs | Active | fc10e0a2-3047-40b4-a639-562bfcb1b80f | churn | 0.538202 | 1 | churn | 0.021455 | -0.000679 | 0.089928 | 0.112954 | -0.07984 | 0.113718 | 0.126539 | 0.087732 | Male | 34 | No | No | Employed | Suburban | Master | 1,672,034,400 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7e1e2565-d91f-4003-bd58-ce87da854c02 | no_churn | 0.572417 | 0 | no_churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Female | 28 | No | No | Disabled | Suburban | Bachelor | 1,672,034,400 |
61 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | bd24a468-af03-4f3b-9c2a-97009430465e | no_churn | 0.198533 | 0 | no_churn | -0.09506 | -0.002136 | -0.047546 | -0.035529 | 0.052162 | -0.055994 | 0.051279 | 0.061163 | Male | 41 | No | No | Employed | Suburban | College | 1,672,034,400 |
12 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 41112af2-5a79-474d-8727-ba5270a012e8 | no_churn | 0.009454 | 0 | no_churn | -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 | Male | 38 | No | Yes | Employed | Suburban | College | 1,672,034,400 |
53 | Yes | No | High Speed | Web_Chat_Support | One year | <50hrs | Active | b81fd249-3507-4af9-99f8-51f8bc1d22f3 | no_churn | 0.149078 | 0 | no_churn | -0.062226 | -0.003236 | -0.003951 | -0.00015 | 0.054549 | -0.109772 | -0.066602 | -0.001804 | Female | 41 | No | Yes | Employed | Suburban | Master | 1,672,034,400 |
67 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 2e9042ec-35a8-4f6e-b99c-7b4c93fa499a | no_churn | 0.029407 | 0 | no_churn | -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 | Female | 33 | No | Yes | Unemployed | Rural | Master | 1,672,034,400 |
5 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 33a999e1-5b9e-4235-bd04-663aaa469846 | no_churn | 0.01071 | 0 | no_churn | 0.012482 | -0.00514 | -0.013945 | -0.040216 | -0.041718 | -0.121245 | -0.02408 | -0.025164 | Male | 21 | No | Yes | Employed | Suburban | Master | 1,672,034,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5a8f17ce-a05d-42af-af70-99d2c45749d9 | no_churn | 0.176715 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 62 | Yes | Yes | Employed | Rural | Master | 1,672,034,400 |
59 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 6c594ea4-b16a-44e5-9732-893c54fc861f | no_churn | 0.206109 | 0 | no_churn | -0.150886 | 0.004415 | -0.001547 | -0.038935 | -0.106863 | 0.044799 | -0.011442 | 0.001433 | Female | 29 | No | No | Unemployed | Suburban | Bachelor | 1,672,034,400 |
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