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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | dd1be5da-12e7-44d9-8ccb-8cb90ad23109 | no_churn | 0.039838 | 0 | no_churn | -0.065125 | -0.003888 | -0.003785 | -0.029262 | -0.03372 | -0.085609 | -0.018895 | -0.028743 | Female | 63 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
12 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 74b7b21e-4543-48ce-aece-7c66079f9b6d | no_churn | 0.265575 | 0 | no_churn | 0.028609 | -0.003903 | -0.019501 | 0.006686 | 0.012793 | 0.064644 | -0.01929 | -0.017849 | Female | 62 | No | No | Employed | Suburban | College | 1,671,429,600 |
55 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | 266699bb-40f3-4edd-a827-f86e1f720b98 | no_churn | 0.044193 | 0 | no_churn | 0.005564 | -0.005549 | -0.018127 | 0.016098 | 0.042474 | -0.128756 | -0.041675 | -0.049056 | Male | 36 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
55 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 964f7359-d617-42c6-a4ba-8d450703c779 | no_churn | 0.04722 | 0 | no_churn | -0.053585 | -0.003787 | 0.001857 | -0.030608 | -0.053978 | -0.074381 | -0.02757 | -0.026974 | Female | 74 | No | No | Employed | Rural | High School or Below | 1,671,429,600 |
71 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | d5654805-04e7-4606-9945-cc0cfb305ed9 | no_churn | 0.00685 | 0 | no_churn | -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 | Male | 39 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
44 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 06c45434-63b4-455f-b894-cf487abbdaa5 | no_churn | 0.056366 | 0 | no_churn | -0.091404 | -0.007762 | -0.016864 | -0.040109 | 0.00319 | -0.063811 | -0.024858 | -0.027408 | Female | 24 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
32 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | 025f7008-a1d5-4aac-92c7-52df2a9e8743 | no_churn | 0.066978 | 0 | no_churn | 0.031531 | -0.003214 | 0.027459 | -0.097383 | 0.02504 | -0.065006 | -0.023235 | -0.054219 | Female | 21 | No | No | Unemployed | Urban | High School or Below | 1,671,429,600 |
54 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | b794c4cb-c498-4b62-ab27-fa2eb1bbc571 | no_churn | 0.072687 | 0 | no_churn | -0.044548 | -0.004621 | -0.025776 | -0.079711 | 0.022914 | -0.046189 | -0.03769 | -0.033407 | Male | 31 | No | No | Employed | Urban | College | 1,671,429,600 |
63 | Yes | Yes | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 8f7e69de-950c-4bf5-a3e9-bb2bd6ebe8e5 | no_churn | 0.037983 | 0 | no_churn | -0.056525 | -0.002867 | 0.000164 | -0.028123 | 0.008812 | -0.091839 | -0.035878 | -0.062768 | Female | 34 | No | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
63 | No | No phone service | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 35a7e447-760a-4897-82ce-24171f2961dc | no_churn | 0.019347 | 0 | no_churn | -0.099529 | 0.00359 | -0.000602 | -0.021804 | 0.002852 | -0.07666 | -0.035347 | -0.041526 | Female | 60 | No | Yes | Employed | Urban | High School or Below | 1,671,429,600 |
22 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 516605ce-915a-4580-8e6d-b61b25040d7e | no_churn | 0.159061 | 0 | no_churn | -0.031891 | -0.005617 | -0.077159 | -0.083787 | 0.001428 | 0.061339 | -0.018585 | -0.011422 | Male | 53 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
12 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 6174997e-c1f8-4dbc-b7b8-182ffe29893d | no_churn | 0.179361 | 1 | churn | 0.055886 | -0.007457 | 0.003501 | -0.044584 | -0.009512 | -0.062157 | -0.020744 | -0.032708 | Female | 48 | Yes | Yes | Unemployed | Urban | College | 1,671,429,600 |
34 | Yes | Yes | High Speed | In_Store_Support | One year | 100hrs+ | Active | 38ea8100-8fdb-4855-a408-d2ccdf359568 | no_churn | 0.220346 | 0 | no_churn | -0.060272 | -0.001922 | 0.026165 | -0.001398 | -0.126467 | -0.007136 | 0.027565 | 0.026437 | Male | 78 | No | Yes | Employed | Rural | High School or Below | 1,671,429,600 |
56 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 5ce55e4b-7918-40bb-b64b-9276d01336b8 | no_churn | 0.281673 | 0 | no_churn | -0.121466 | -0.012527 | 0.02213 | -0.019006 | -0.05434 | 0.064028 | 0.016862 | 0.065292 | Female | 51 | No | Yes | Employed | Urban | College | 1,671,429,600 |
43 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | e40d8b1e-be47-4194-9b6c-017eea90fa07 | churn | 0.451031 | 1 | churn | -0.17077 | -0.003668 | -0.00665 | -0.141807 | 0.011503 | 0.044396 | 0.025817 | 0.052152 | Female | 23 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
68 | Yes | Yes | Medium Speed | Phone_Support | Two year | <80hrs | Active | abb35e00-88eb-4046-8727-e1d050016803 | no_churn | 0.083427 | 0 | no_churn | -0.131626 | -0.001766 | -0.009334 | -0.010668 | 0.037464 | -0.158181 | 0.034179 | 0.050907 | Female | 48 | No | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
50 | Yes | No | High Speed | In_Store_Support | Two year | <50hrs | Active | bf2ceb2d-b7ae-44ef-99ae-5d070759e778 | no_churn | 0.022948 | 0 | no_churn | -0.057183 | -0.003171 | -0.01855 | -0.022212 | -0.063356 | -0.151852 | 0.030107 | 0.02719 | Male | 79 | No | No | Unemployed | Urban | College | 1,671,429,600 |
69 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | ebbaf0ec-5343-4478-b49f-e2b59e9a5c24 | churn | 0.092551 | 0 | no_churn | -0.077637 | -0.000718 | 0.019979 | 0.006378 | -0.034429 | -0.231506 | 0.049673 | 0.067568 | Female | 21 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
69 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | e76356f3-ee3d-41ad-b193-b7585f186950 | churn | 0.353791 | 1 | churn | -0.080698 | -0.003466 | 0.004225 | -0.030586 | -0.052347 | -0.13425 | 0.002805 | 0.025291 | Female | 66 | No | Yes | Unemployed | Suburban | College | 1,671,429,600 |
64 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 7da4ba43-b017-4176-8d51-85ea5089c3a1 | churn | 0.040867 | 0 | no_churn | -0.131447 | -0.002454 | -0.003516 | 0.006 | 0.026247 | -0.233006 | 0.0399 | 0.04925 | Female | 56 | No | No | Employed | Suburban | Doctor | 1,671,429,600 |
60 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | <50hrs | Active | 0ca71ae3-9139-40e3-941a-1218ccaafdd4 | no_churn | 0.117565 | 0 | no_churn | -0.133279 | -0.002889 | 0.012577 | -0.00771 | -0.103659 | 0.049049 | 0.036683 | 0.022701 | Female | 24 | Yes | Yes | Unemployed | Suburban | College | 1,671,429,600 |
61 | Yes | Yes | High Speed | Phone_Support | One year | <50hrs | Active | 1726ea80-2b35-4ab9-957b-7682760d9587 | no_churn | 0.139574 | 0 | no_churn | -0.09506 | -0.002136 | -0.047546 | -0.035529 | 0.052162 | -0.055994 | 0.051279 | 0.061163 | Female | 64 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
19 | Yes | Yes | Fiber optic | In_Store_Support | One year | <80hrs | Active | 8b01a4e7-dc06-4a5c-bec2-f577e010c7f6 | churn | 0.530613 | 1 | churn | -0.00382 | -0.006079 | 0.016789 | 0.041731 | -0.007387 | -0.13573 | 0.017312 | 0.064159 | Female | 78 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
48 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | d3b55d8a-84ff-4825-83f9-3c299bc3f0d9 | no_churn | 0.30683 | 0 | no_churn | -0.161404 | -0.006942 | -0.085945 | 0.012074 | -0.069222 | 0.037091 | 0.000255 | 0.030067 | Female | 60 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <50hrs | Active | 67665248-0c7b-449f-a853-3bc3413a149d | no_churn | 0.011941 | 0 | no_churn | -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 | Male | 40 | No | No | Employed | Suburban | College | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 03aab733-1391-432c-8f2e-97c5e4aa79f3 | no_churn | 0.038093 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Female | 35 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | 100hrs+ | Active | 667a4c3d-0e0a-457b-beed-43a954a44840 | no_churn | 0.00553 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Female | 62 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 217d4adc-5daa-4873-845f-d8544caf3761 | no_churn | 0.022615 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Male | 38 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
41 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | b3c838cc-51b4-4dc4-8bcb-68632b8ec194 | churn | 0.268667 | 1 | churn | -0.093594 | -0.002201 | 0.004367 | 0.013876 | -0.041871 | -0.175977 | -0.013156 | 0.03953 | Female | 39 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
28 | Yes | No | Fiber optic | Phone_Support | One year | 0hrs | Disabled | aaf2f168-05c8-48be-8fa6-51fdd5a8a4ee | no_churn | 0.063493 | 0 | no_churn | -0.08479 | -0.003983 | -0.021758 | 0.035642 | -0.001284 | -0.141274 | -0.023669 | -0.027909 | Male | 25 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
30 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 3206eec5-2c27-40b3-8c8b-c0b0cbcb2e3b | no_churn | 0.232124 | 0 | no_churn | -0.000335 | -0.009448 | -0.083666 | 0.061716 | -0.012334 | 0.084742 | -0.02084 | -0.006353 | Female | 58 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
32 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 276257c9-ad91-427c-9ca5-1e68ed6cd785 | no_churn | 0.170999 | 0 | no_churn | 0.008198 | -0.009029 | -0.05541 | 0.128346 | -0.012195 | 0.077608 | -0.020393 | -0.006773 | Male | 53 | No | Yes | Retired | Suburban | College | 1,671,429,600 |
24 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 46a2e443-37ba-4f87-bae7-7a2280a24c34 | no_churn | 0.317536 | 0 | no_churn | -0.145868 | -0.005887 | 0.036924 | 0.058408 | -0.115985 | 0.045304 | -0.042787 | -0.034468 | Female | 20 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | 0hrs | Disabled | 89858d76-0cc3-40ed-934c-a54d4974b808 | no_churn | 0.004466 | 0 | no_churn | -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 | Female | 56 | No | No | Employed | Suburban | College | 1,671,429,600 |
34 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 682efc8f-9207-4eac-bcb6-a5dd878adb19 | no_churn | 0.440518 | 0 | no_churn | -0.117925 | -0.004692 | -0.076065 | 0.071057 | -0.088551 | 0.045924 | -0.016322 | -0.007285 | Male | 71 | Yes | No | Employed | Suburban | Bachelor | 1,671,429,600 |
21 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 23d2a419-c96c-470b-83a6-34ac50cac937 | no_churn | 0.188362 | 0 | no_churn | -0.087871 | -0.00524 | -0.063042 | -0.076686 | 0.107321 | 0.042652 | 0.075866 | 0.083476 | Female | 21 | No | Yes | Unemployed | Suburban | College | 1,671,429,600 |
26 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 1883518f-f409-437a-910e-dd22f6871962 | no_churn | 0.273654 | 0 | no_churn | -0.156466 | 0.011712 | -0.07359 | -0.038191 | 0.014434 | 0.053801 | 0.03124 | 0.0447 | Male | 66 | No | No | Disabled | Rural | High School or Below | 1,671,429,600 |
20 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 72ad90b6-e626-4e7e-8935-65f97f270390 | no_churn | 0.150161 | 0 | no_churn | 0.074414 | -0.002651 | -0.04299 | 0.061689 | 0.129749 | 0.114053 | 0.092467 | 0.114242 | Male | 75 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
41 | Yes | Yes | Low Speed | Phone_Support | One year | <80hrs | Active | 22e3e8b6-663d-4b3c-bb7d-99b7d0852f99 | churn | 0.205154 | 1 | churn | -0.099136 | -0.005305 | -0.020582 | -0.032623 | 0.024915 | -0.184602 | -0.004819 | 0.053126 | Female | 43 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
63 | No | No phone service | High Speed | In_Store_Support | Two year | 100hrs+ | Active | c8b4a69d-6a33-4a27-94c6-9db2407c700d | no_churn | 0.087825 | 0 | no_churn | -0.074867 | -0.060544 | -0.005947 | -0.005492 | -0.043356 | -0.11225 | 0.018464 | 0.024966 | Male | 33 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
51 | No | No phone service | High Speed | Phone_Support | One year | <50hrs | Active | e4ce6671-0e42-45ac-8023-5f3145c2ea98 | no_churn | 0.129139 | 0 | no_churn | -0.092566 | 0.021674 | 0.008057 | -0.005024 | 0.01597 | -0.102681 | -0.018415 | 0.027292 | Female | 43 | No | Yes | Unemployed | Urban | Bachelor | 1,671,429,600 |
60 | No | No phone service | Low Speed | In_Store_Support | Two year | <80hrs | Active | 255ff864-d264-43bd-81fc-0ea482f1e94f | no_churn | 0.156479 | 0 | no_churn | -0.073102 | 0.024627 | -0.000187 | -0.006963 | -0.036967 | -0.234166 | 0.042959 | 0.024771 | Female | 39 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
10 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 15d19f95-8a3f-4f1a-b674-2f4dba8e003d | churn | 0.634861 | 1 | churn | 0.139362 | 0.000171 | 0.008556 | -0.073642 | 0.105896 | 0.130149 | 0.088735 | 0.052295 | Male | 33 | Yes | No | Employed | Urban | High School or Below | 1,671,429,600 |
29 | Yes | Yes | Low Speed | Phone_Support | One year | <50hrs | Active | e8fd623c-23c7-4995-aded-9dc10e3f8fdc | no_churn | 0.158864 | 0 | no_churn | -0.040725 | -0.000845 | -0.037149 | 0.006847 | 0.033637 | -0.176365 | 0.07032 | 0.076339 | Female | 20 | No | No | Disabled | Suburban | Master | 1,671,429,600 |
52 | No | No phone service | High Speed | Phone_Support | Two year | <80hrs | Active | 20701c07-843a-40c2-ad78-819b8099e505 | no_churn | 0.019513 | 0 | no_churn | -0.040431 | 0.000186 | 0.000374 | -0.002994 | 0.050971 | -0.202961 | 0.015135 | 0.045694 | Male | 43 | No | No | Unemployed | Urban | Bachelor | 1,671,429,600 |
21 | Yes | Yes | High Speed | Phone_Support | One year | 100hrs+ | Active | 415852e7-f51f-4bfb-af8e-93d919b5d7cc | no_churn | 0.148205 | 0 | no_churn | 0.00152 | -0.00168 | 0.067446 | 0.014208 | 0.096402 | 0.033682 | 0.116334 | 0.087061 | Female | 58 | Yes | No | Employed | Suburban | College | 1,671,429,600 |
13 | No | No phone service | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 91125be3-5520-492f-81b1-a02389347f89 | no_churn | 0.451165 | 0 | no_churn | 0.123473 | 0.019001 | -0.026254 | 0.010365 | 0.051217 | 0.137451 | 0.127119 | 0.105055 | Female | 76 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
48 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 68744655-dda9-4d7c-aa38-9a066ba093f9 | no_churn | 0.008676 | 0 | no_churn | -0.040546 | -0.003568 | -0.007431 | -0.033186 | -0.018447 | -0.122627 | -0.010983 | -0.012237 | Male | 34 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
64 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 32940ae1-9b78-40d3-998f-5a6f389bcdf9 | no_churn | 0.008194 | 0 | no_churn | -0.058966 | -0.00299 | -0.012016 | -0.01071 | -0.018521 | -0.113897 | -0.021472 | -0.028456 | Male | 50 | No | Yes | Unemployed | Suburban | College | 1,671,429,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 98bad09c-3b68-4918-bb01-8c69207a9bb0 | no_churn | 0.602341 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 60 | No | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
19 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1855db1a-62fc-4f4a-b5c6-d4079b12726b | no_churn | 0.054345 | 0 | no_churn | -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 | Female | 33 | No | No | Employed | Suburban | College | 1,671,429,600 |
15 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 91f072a7-259a-4408-9d17-3b6620eb356e | no_churn | 0.126945 | 0 | no_churn | 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 | Female | 21 | No | Yes | Unemployed | Rural | High School or Below | 1,671,429,600 |
8 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 96241fab-910c-4e07-a330-31a83b048ac1 | churn | 0.219221 | 1 | churn | -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 | Female | 65 | No | Yes | Retired | Suburban | High School or Below | 1,671,429,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c50211db-93f9-4709-9b25-c191f63a2b9b | no_churn | 0.283128 | 0 | no_churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 27 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,429,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6673c3a5-ee47-4f93-bb33-e0019320465b | churn | 0.564243 | 1 | churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Female | 27 | Yes | Yes | Employed | Urban | College | 1,671,429,600 |
66 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | de9aea88-3264-46b4-8cc6-00100880d4f1 | no_churn | 0.005727 | 0 | no_churn | -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 | Male | 41 | No | No | Employed | Suburban | College | 1,671,429,600 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 58f88040-5805-481f-8316-07d6abda5c2b | churn | 0.581056 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Female | 42 | No | No | Disabled | Suburban | Bachelor | 1,671,429,600 |
2 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 626326f3-a82c-4ebe-9ef9-30a360b91369 | no_churn | 0.194969 | 0 | no_churn | 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 | Female | 68 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2a336d75-e303-48dd-a0f1-a0bc09b64c8f | no_churn | 0.176607 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 49 | No | Yes | Medical Leave | Suburban | High School or Below | 1,671,429,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c163157d-90ec-4cce-bdcc-b91d02d9dd9a | no_churn | 0.337465 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 71 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
29 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | ef3b6132-dfb9-4839-9818-a2fea41cbfa3 | no_churn | 0.018478 | 0 | no_churn | -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 | Male | 39 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
14 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 9a88b288-2dd1-4ac2-82f6-6b5e74f88ce8 | no_churn | 0.041409 | 0 | no_churn | -0.05993 | -0.007689 | -0.011041 | -0.040631 | 0.005705 | -0.073651 | -0.030791 | -0.050999 | Female | 31 | No | No | Unemployed | Suburban | Doctor | 1,671,429,600 |
59 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | e272bd54-7ce2-4651-a76d-3c7b20586dc8 | no_churn | 0.014842 | 0 | no_churn | -0.058446 | -0.00384 | -0.015178 | -0.026242 | -0.028434 | -0.10661 | -0.015474 | -0.014802 | Male | 38 | No | No | Employed | Rural | College | 1,671,429,600 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5ab44f95-c9e5-4477-8169-4f7bfc1502e9 | churn | 0.460346 | 1 | churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Female | 72 | No | No | Employed | Suburban | College | 1,671,429,600 |
14 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 2d845eae-10fc-4291-b4ea-6c00b482a226 | no_churn | 0.035514 | 0 | no_churn | -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 | Female | 80 | Yes | No | Employed | Suburban | College | 1,671,429,600 |
48 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | cd5d33c2-d2a2-4058-8c49-6b6329e3e428 | no_churn | 0.025311 | 0 | no_churn | -0.039065 | -0.002226 | 0.004217 | -0.03558 | -0.011484 | -0.012396 | -0.021117 | -0.011376 | Female | 49 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4b0944a8-e2f4-4a71-b2f8-98ffd4709063 | churn | 0.29278 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Female | 63 | No | Yes | Employed | Suburban | Master | 1,671,429,600 |
48 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | ac01c671-8464-4b69-9f64-ade40b310064 | no_churn | 0.008948 | 0 | no_churn | -0.052954 | -0.003391 | 0.005114 | -0.034525 | -0.043151 | -0.113751 | -0.012928 | -0.01344 | Female | 74 | No | No | Retired | Suburban | College | 1,671,429,600 |
34 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 94679f45-c0d9-4e60-9a5f-9595ca172eff | no_churn | 0.049128 | 0 | no_churn | -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 | Female | 72 | Yes | No | Employed | Rural | Bachelor | 1,671,429,600 |
40 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | dd428a30-31fd-4b7a-bf75-4be6fad6d2f5 | no_churn | 0.036458 | 0 | no_churn | -0.104104 | -0.021087 | -0.072949 | -0.057878 | 0.005082 | 0.04759 | -0.02628 | -0.027401 | Female | 54 | Yes | No | Employed | Urban | Master | 1,671,429,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 264ba94e-3829-4897-8a60-508f8b6373ef | churn | 0.707994 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 60 | Yes | No | Employed | Suburban | Bachelor | 1,671,429,600 |
47 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0912f496-be41-4087-9b27-1a614032b73c | no_churn | 0.134611 | 0 | no_churn | -0.084902 | -0.015284 | 0.008242 | -0.077616 | -0.040806 | 0.037651 | -0.023087 | -0.039892 | Female | 20 | No | No | Medical Leave | Suburban | College | 1,671,429,600 |
41 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | a4832597-b1b8-4b46-9de0-099e02384dce | no_churn | 0.053437 | 0 | no_churn | -0.004228 | -0.009511 | -0.007284 | -0.006761 | 0.00622 | -0.13557 | -0.02019 | -0.051702 | Female | 74 | Yes | Yes | Employed | Suburban | College | 1,671,429,600 |
21 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 85df1229-64c8-40e1-9788-abd1eb0d12f9 | no_churn | 0.041799 | 0 | no_churn | 0.075369 | -0.002696 | 0.061656 | 0.03234 | 0.009303 | 0.085747 | -0.004217 | -0.010862 | Female | 21 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
56 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 0d4e80b2-fdaa-4d70-ae26-c9b1cd2255ab | no_churn | 0.013354 | 0 | no_churn | -0.024059 | -0.004096 | -0.022763 | -0.027564 | -0.081804 | -0.066363 | -0.020338 | -0.022039 | Female | 35 | No | No | Employed | Suburban | College | 1,671,429,600 |
8 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | c815f781-bf6b-495d-898a-6cd222341414 | no_churn | 0.026158 | 0 | no_churn | -0.014779 | -0.005733 | -0.004741 | -0.05842 | -0.033067 | -0.075356 | -0.035108 | -0.041823 | Female | 51 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
29 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 464f2a64-94b0-4fd1-90bb-25bcf370696c | no_churn | 0.015918 | 0 | no_churn | -0.016554 | -0.006524 | -0.005864 | -0.002333 | 0.022124 | -0.167346 | -0.035837 | -0.036692 | Male | 63 | No | Yes | Employed | Urban | High School or Below | 1,671,429,600 |
34 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 6c2aecac-0363-4078-ac03-8882aef28658 | no_churn | 0.025635 | 0 | no_churn | -0.041919 | -0.003804 | -0.039214 | -0.046394 | -0.036848 | -0.061636 | -0.016497 | -0.022713 | Female | 59 | Yes | No | Employed | Suburban | Bachelor | 1,671,429,600 |
35 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 964f7b73-e1e3-4e4a-83b6-d8960c720102 | no_churn | 0.099283 | 0 | no_churn | -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 | Male | 48 | No | Yes | Employed | Urban | Master | 1,671,429,600 |
8 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | db6ba25f-3948-46a7-93b8-220d32eb38e6 | no_churn | 0.178569 | 0 | no_churn | 0.084089 | 0.156135 | 0.053466 | 0.113068 | -0.046025 | 0.094113 | 0.004313 | 0.011815 | Male | 69 | Yes | No | Employed | Rural | Bachelor | 1,671,429,600 |
67 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 7730278a-7e4b-49ff-8c0b-6a0629a01f29 | no_churn | 0.011691 | 0 | no_churn | -0.047255 | -0.003315 | -0.001144 | -0.022777 | -0.028202 | -0.107221 | -0.016447 | -0.016237 | Male | 72 | No | No | Employed | Suburban | College | 1,671,429,600 |
10 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 157f6dd0-15e6-4c30-ac93-b316621ba3a1 | no_churn | 0.094697 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Female | 20 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
36 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 1cc89a06-77ea-44c7-97cb-dc8adf5e3240 | no_churn | 0.034662 | 0 | no_churn | -0.040159 | -0.006634 | -0.015928 | -0.114091 | 0.015486 | -0.064179 | -0.012427 | -0.031094 | Male | 56 | No | Yes | Employed | Rural | High School or Below | 1,671,429,600 |
11 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 9e25247a-ea1f-4503-ae8c-1e5edf9cbfd5 | no_churn | 0.028963 | 0 | no_churn | -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 | Male | 39 | Yes | Yes | Employed | Suburban | College | 1,671,429,600 |
24 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6db44db4-5209-4647-aa27-b2a2abeee916 | no_churn | 0.207696 | 0 | no_churn | -0.094915 | -0.011229 | -0.050726 | -0.025412 | -0.0209 | 0.04483 | -0.051013 | -0.059661 | Male | 31 | No | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
23 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 0bb369a3-3afb-427d-b5ab-45fceb43a51a | no_churn | 0.006584 | 0 | no_churn | -0.059779 | -0.003929 | -0.026108 | -0.022485 | -0.025608 | -0.100227 | -0.014173 | -0.016718 | Female | 57 | No | No | Employed | Suburban | Doctor | 1,671,429,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0a1947e1-07eb-4cd5-8386-b9652b7c6acd | no_churn | 0.451521 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 72 | No | Yes | Employed | Suburban | Master | 1,671,429,600 |
2 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d47b0324-4fd3-4ec3-a017-23d7177c04ca | no_churn | 0.218783 | 0 | no_churn | 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 | Male | 61 | Yes | No | Unemployed | Urban | Bachelor | 1,671,429,600 |
26 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d7b4fda2-8546-4ad4-a877-13bcd7b1d3e8 | no_churn | 0.136382 | 0 | no_churn | -0.089578 | -0.008152 | 0.022521 | -0.070908 | 0.01098 | 0.052378 | -0.056246 | -0.080021 | Male | 64 | No | No | Employed | Suburban | College | 1,671,429,600 |
3 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7df89203-1029-48a7-a384-ed43b79394c6 | churn | 0.653048 | 1 | churn | 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 | Male | 51 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
6 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | fbb1cc4c-cb40-42c0-bff6-42337c8f85e0 | no_churn | 0.03056 | 0 | no_churn | -0.008593 | -0.011916 | -0.014459 | -0.048238 | -0.031555 | -0.066459 | -0.037191 | -0.033948 | Female | 26 | No | Yes | Unemployed | Rural | High School or Below | 1,671,429,600 |
3 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 17fcd93a-63c8-4c5f-84ea-e6eb89fa32a9 | no_churn | 0.224486 | 0 | no_churn | 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 | Female | 29 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
64 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | d319c79b-4e56-4bb4-aca6-4d50653d693c | no_churn | 0.014985 | 0 | no_churn | -0.06097 | -0.00335 | -0.023324 | -0.027602 | -0.019729 | -0.104244 | -0.012713 | -0.017093 | Male | 24 | Yes | No | Employed | Suburban | Bachelor | 1,671,429,600 |
68 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | c26bf1d7-bf54-49ec-89cb-1ac156d0c096 | no_churn | 0.01259 | 0 | no_churn | -0.051826 | -0.003426 | -0.01367 | -0.021676 | -0.01715 | -0.13278 | -0.012376 | -0.016122 | Male | 50 | Yes | No | Disabled | Suburban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 97eb571f-6fee-44ed-b0f6-ac20d50c04fe | no_churn | 0.002595 | 0 | no_churn | -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 | Male | 34 | Yes | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
28 | Yes | Yes | Medium Speed | Phone_Support | One year | 0hrs | Disabled | a65ceeeb-e8d9-40b2-b8a3-1f9f8f4e9d37 | no_churn | 0.036814 | 0 | no_churn | -0.069195 | -0.00356 | -0.001783 | -0.042884 | 0.009117 | -0.076886 | -0.04097 | -0.042865 | Female | 80 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
42 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 74eef0ab-4750-425d-a18e-2cbd491a77ea | no_churn | 0.031176 | 0 | no_churn | -0.021273 | -0.007269 | -0.02141 | -0.064169 | 0.009429 | -0.111536 | -0.017436 | -0.035362 | Male | 71 | No | No | Employed | Suburban | College | 1,671,429,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7de089f9-051a-4a14-9873-b8bf22bb1974 | no_churn | 0.122177 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 64 | No | Yes | Employed | Urban | College | 1,671,429,600 |
66 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | ed28b53e-2483-4a3b-a1da-017427495614 | no_churn | 0.020588 | 0 | no_churn | -0.025368 | -0.003061 | 0.020763 | -0.022518 | 0.007612 | -0.155491 | -0.023742 | -0.052221 | Male | 72 | No | No | Employed | Urban | College | 1,671,429,600 |
7 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d55c4c2c-c65a-4d0c-8fe6-29e6e328a221 | no_churn | 0.285929 | 0 | no_churn | 0.245917 | 0.001274 | 0.069337 | 0.095163 | 0.146562 | 0.096613 | -0.01287 | -0.041023 | Female | 67 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
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