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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4820d900-d01b-4437-9066-a44354a1287d | no_churn | 0.015285 | 0 | no_churn | -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 | Male | 41 | No | No | Employed | Suburban | High School or Below | 1,672,898,400 |
14 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 9330d8a4-b6ff-406c-b104-5fd29b0840e6 | churn | 0.569105 | 1 | churn | 0.034228 | -0.005907 | -0.086826 | -0.081871 | 0.058284 | 0.099006 | 0.073714 | 0.107528 | Female | 69 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,898,400 |
8 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8096f768-46bb-49d3-91af-cde9f835ab7f | churn | 0.588427 | 1 | churn | 0.153206 | 0.134409 | 0.073847 | 0.003603 | 0.097229 | 0.149339 | -0.015357 | -0.025303 | Female | 66 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
2 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 87da99e3-cbf2-4db6-b9f8-77eb92bd4f98 | churn | 0.65217 | 1 | churn | 0.271522 | 0.124747 | 0.03899 | 0.001265 | -0.041549 | 0.168939 | 0.077766 | 0.06596 | Female | 53 | No | No | Unemployed | Suburban | High School or Below | 1,672,898,400 |
50 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 41cc0672-35b2-46ab-8a02-202ba5fe3b65 | no_churn | 0.098737 | 0 | no_churn | -0.03776 | -0.002483 | 0.03878 | -0.184021 | 0.016311 | 0.068336 | -0.037937 | -0.054419 | Female | 40 | No | Yes | Retired | Suburban | High School or Below | 1,672,898,400 |
45 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 062dcb05-7766-4cf6-b512-541708a3912c | no_churn | 0.374714 | 0 | no_churn | -0.190763 | -0.004446 | 0.049193 | 0.031427 | 0.034646 | 0.076211 | 0.044037 | 0.015549 | Female | 67 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
57 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | cdaa2c0c-fc1a-4f47-8de6-7a99ba04989d | no_churn | 0.029884 | 0 | no_churn | -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 | Female | 45 | Yes | No | Employed | Urban | Bachelor | 1,672,898,400 |
6 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a68c7302-6162-4d79-8caf-138ee171599f | no_churn | 0.037035 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Female | 35 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
45 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6cc1dd9e-2e78-4b4b-b3f2-eef6effa9b9c | no_churn | 0.029116 | 0 | no_churn | -0.135976 | -0.008356 | -0.033611 | -0.028064 | -0.031719 | 0.02866 | -0.036511 | -0.02345 | Male | 47 | No | Yes | Unemployed | Urban | Master | 1,672,898,400 |
8 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 84ecb499-5cee-464c-8d1a-698e2d8c9ad8 | no_churn | 0.174726 | 0 | no_churn | -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 | Female | 55 | No | No | Employed | Suburban | High School or Below | 1,672,898,400 |
57 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 071c7cfa-a3d9-4947-9669-581aec5f201d | no_churn | 0.029884 | 0 | no_churn | -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 | Male | 41 | No | No | Retired | Urban | College | 1,672,898,400 |
40 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | d7d5633c-6300-4a9f-a31a-e2f8ecaba359 | no_churn | 0.286515 | 0 | no_churn | -0.110425 | -0.003188 | 0.009776 | 0.012654 | -0.033608 | -0.200157 | 0.010312 | 0.045608 | Female | 67 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
50 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 506b2624-f13f-4ee7-8449-fcd5a391d42e | no_churn | 0.274983 | 0 | no_churn | -0.009001 | -0.001647 | 0.114027 | 0.027692 | 0.041914 | 0.117734 | 0.058483 | 0.002083 | Male | 26 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e2401bae-d170-4fca-a857-bda8979f0179 | churn | 0.100623 | 1 | churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Female | 78 | No | Yes | Employed | Rural | Bachelor | 1,672,898,400 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c52c896b-c26b-4e47-a730-7eb251ecd843 | churn | 0.609438 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Male | 39 | Yes | No | Medical Leave | Suburban | College | 1,672,898,400 |
56 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 79519203-dfa7-4183-ae14-6dfcb64a1fbc | no_churn | 0.006437 | 0 | no_churn | 0.017765 | 0.001198 | 0.058294 | 0.077831 | 0.111865 | 0.064552 | -0.0293 | -0.000565 | Female | 65 | No | No | Unemployed | Suburban | Master | 1,672,898,400 |
3 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f344e647-c317-4c50-9a75-2ca62998bab4 | churn | 0.525979 | 1 | churn | 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 | Male | 33 | Yes | No | Employed | Rural | College | 1,672,898,400 |
33 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 0b602d87-2294-4b41-8b61-49e65f85855f | no_churn | 0.020843 | 0 | no_churn | -0.024736 | -0.003043 | 0.013188 | -0.037768 | 0.008696 | -0.124816 | -0.035945 | -0.064602 | Female | 34 | No | No | Unemployed | Suburban | College | 1,672,898,400 |
25 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 30838068-ed04-433a-9cd2-e7363a7705e7 | churn | 0.536225 | 1 | churn | -0.034165 | -0.01209 | 0.03722 | -0.044373 | -0.188183 | 0.045455 | -0.019221 | 0.026331 | Male | 26 | No | No | Employed | Rural | College | 1,672,898,400 |
17 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 85a8f4c6-e0a4-4ed6-9cda-760f7f3dc88a | no_churn | 0.145066 | 0 | no_churn | 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 | Female | 38 | Yes | No | Unemployed | Urban | High School or Below | 1,672,898,400 |
12 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e8f84942-680f-474b-a259-9f85068fa920 | no_churn | 0.37994 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 21 | No | Yes | Employed | Rural | Master | 1,672,898,400 |
53 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | cda60c17-c13e-4995-b88b-98dd61d5d39f | no_churn | 0.117792 | 0 | no_churn | -0.100045 | -0.007292 | 0.014684 | -0.100693 | -0.103864 | 0.036252 | 0.018934 | 0.033 | Male | 67 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
33 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 30704b2e-454e-4492-972a-51281f330746 | no_churn | 0.116864 | 0 | no_churn | -0.091 | -0.007845 | -0.023771 | -0.100623 | -0.016991 | 0.032477 | -0.031875 | -0.023398 | Female | 41 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
11 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 686f60da-7449-4230-9d7e-395615cd5141 | no_churn | 0.487258 | 0 | no_churn | 0.014881 | -0.005539 | 0.052077 | -0.082351 | -0.104398 | 0.074673 | 0.063237 | 0.049977 | Female | 32 | No | Yes | Retired | Suburban | High School or Below | 1,672,898,400 |
18 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 70fef6e5-55c6-4b15-85b7-35c6fbe9d2de | no_churn | 0.179058 | 0 | no_churn | -0.048157 | -0.019167 | -0.033077 | -0.048723 | -0.078405 | 0.027902 | -0.025671 | 0.006271 | Female | 41 | No | No | Employed | Suburban | College | 1,672,898,400 |
54 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | aad622fb-1ba6-44bf-a0df-f74941002add | no_churn | 0.015285 | 0 | no_churn | -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 | Male | 61 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
41 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 9c68dfcd-8fe2-4fc9-91c3-b44bfeb9cdad | no_churn | 0.026 | 0 | no_churn | -0.062456 | -0.002664 | -0.0585 | 0.077965 | 0.126418 | 0.042852 | 0.037677 | 0.012182 | Female | 39 | No | Yes | Employed | Rural | Doctor | 1,672,898,400 |
62 | Yes | No | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 2fd1f4d6-dc1d-440e-abde-a8bac79dc2a4 | no_churn | 0.049307 | 0 | no_churn | -0.09418 | -0.001311 | 0.042273 | -0.002063 | 0.090573 | 0.059496 | 0.053304 | 0.092883 | Female | 31 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
6 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f00fa34a-7d8e-48db-9ca8-8bc20622d670 | no_churn | 0.00743 | 0 | no_churn | -0.076906 | -0.00738 | -0.048388 | -0.069514 | 0.020504 | 0.067016 | -0.061634 | -0.037724 | Male | 40 | No | Yes | Employed | Urban | College | 1,672,898,400 |
53 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 1a155629-a8cc-4148-b97d-53e9504ebdc5 | no_churn | 0.055433 | 0 | no_churn | -0.081239 | -0.006314 | 0.018591 | -0.020699 | -0.132133 | 0.030801 | -0.018102 | -0.016597 | Male | 56 | No | Yes | Employed | Suburban | Master | 1,672,898,400 |
8 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 4d7a5fc0-9987-414c-8b6a-cba62cdac4bb | no_churn | 0.732914 | 0 | no_churn | 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 | Male | 62 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
11 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 8d1f7516-1aca-4134-a5c0-dfcbcdfcdbde | no_churn | 0.569029 | 0 | no_churn | -0.053204 | -0.004025 | -0.11868 | -0.004668 | -0.052659 | 0.058622 | -0.067735 | -0.006677 | Female | 24 | No | No | Employed | Rural | Bachelor | 1,672,898,400 |
9 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 8e22ba39-5eaa-40e5-bf0a-0e25f14cf858 | no_churn | 0.235822 | 0 | no_churn | -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 | Male | 62 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1bf0fd0c-69dd-4504-a171-6028d0110213 | churn | 0.876743 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 53 | No | Yes | Unemployed | Rural | College | 1,672,898,400 |
9 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | b0546aa5-0ff6-4705-98a2-26394676bf1c | churn | 0.841193 | 1 | churn | 0.095316 | -0.003515 | 0.100055 | -0.010865 | 0.153905 | 0.13824 | 0.104684 | 0.118821 | Male | 42 | Yes | No | Employed | Suburban | High School or Below | 1,672,898,400 |
43 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | b5284d4d-b099-40eb-9366-da02d699693c | churn | 0.478452 | 1 | churn | -0.086675 | -0.003482 | -0.109124 | 0.003678 | -0.02194 | 0.071007 | -0.005819 | 0.023328 | Female | 68 | No | Yes | Retired | Suburban | College | 1,672,898,400 |
53 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 8ef8ec61-b809-4835-8a25-940f788a8753 | no_churn | 0.117792 | 0 | no_churn | -0.100045 | -0.007292 | 0.014684 | -0.100693 | -0.103864 | 0.036252 | 0.018934 | 0.033 | Female | 22 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
54 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 8e3c6b10-b3f9-4705-84c3-8777ba55db0a | no_churn | 0.229026 | 0 | no_churn | -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 | Female | 27 | Yes | No | Unemployed | Rural | High School or Below | 1,672,898,400 |
59 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | <50hrs | Active | d77a10ca-319b-4a14-baf1-268fb89a8d02 | no_churn | 0.055308 | 0 | no_churn | -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 | Female | 64 | No | Yes | Employed | Rural | High School or Below | 1,672,898,400 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ef55f7a4-9f8d-4f2d-8fd7-c54641543dda | churn | 0.612635 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 66 | Yes | Yes | Employed | Urban | High School or Below | 1,672,898,400 |
64 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 51c6d793-e0c0-4b15-bb63-596a4e19eaad | no_churn | 0.016962 | 0 | no_churn | -0.09395 | -0.005101 | -0.054747 | -0.041708 | -0.028224 | 0.033105 | -0.021646 | -0.046755 | Female | 78 | No | No | Employed | Urban | College | 1,672,898,400 |
26 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | 959cd5e3-1b36-4b48-9f82-89f98e1ecc29 | no_churn | 0.459123 | 0 | no_churn | -0.186852 | -0.007606 | -0.064108 | 0.045505 | -0.064809 | 0.034388 | 0.006569 | 0.027886 | Male | 67 | No | No | Employed | Rural | College | 1,672,898,400 |
68 | Yes | No | High Speed | In_Store_Support | Two year | <50hrs | Active | e98d2bc3-a0e9-470a-a18d-0b023a7f05ce | no_churn | 0.028029 | 0 | no_churn | -0.066118 | -0.002895 | -0.018205 | -0.018911 | -0.04034 | -0.17193 | 0.024845 | 0.024529 | Female | 57 | No | Yes | Employed | Rural | Bachelor | 1,672,898,400 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 229a78cd-de15-4150-8701-47a6a6620be7 | no_churn | 0.672023 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Female | 49 | No | Yes | Unemployed | Urban | High School or Below | 1,672,898,400 |
11 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9061ce16-1178-4a78-807c-63411feae8a9 | no_churn | 0.041816 | 0 | no_churn | -0.032361 | -0.00702 | -0.03234 | -0.06134 | -0.042743 | 0.052851 | -0.031715 | -0.025024 | Female | 30 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
53 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 5210e465-0b9d-428e-9692-db618ae0ec7c | no_churn | 0.055433 | 0 | no_churn | -0.043638 | -0.003159 | 0.005418 | -0.044793 | -0.050001 | -0.063288 | -0.018142 | -0.021423 | Female | 50 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 100hrs+ | Active | cf559a69-60f7-4c72-8535-efc1093ffc93 | no_churn | 0.057223 | 0 | no_churn | -0.191679 | -0.002504 | 0.026262 | 0.020019 | 0.008219 | -0.115136 | 0.028889 | 0.026904 | Female | 73 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c84e15d0-c4b1-43a9-9aec-18be6f9fdaba | no_churn | 0.376346 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 60 | No | Yes | Unemployed | Urban | College | 1,672,898,400 |
70 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <80hrs | Active | 9c057ff2-1c57-4b3a-85c0-2ddc38de45da | churn | 0.138057 | 0 | no_churn | -0.106483 | -0.00244 | 0.018657 | 0.051858 | -0.013797 | -0.160468 | -0.033583 | -0.02277 | Male | 26 | Yes | No | Employed | Urban | Bachelor | 1,672,898,400 |
6 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 592802d6-e427-436c-9f5a-d1badad5efe1 | no_churn | 0.00743 | 0 | no_churn | -0.017894 | -0.003966 | -0.00751 | -0.032938 | 0.007959 | -0.146769 | -0.037512 | -0.030396 | Female | 62 | No | No | Employed | Suburban | Master | 1,672,898,400 |
47 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 295bdc28-17c9-49f8-9a72-35e825204ebf | no_churn | 0.210408 | 0 | no_churn | -0.071302 | -0.004321 | 0.047515 | 0.101255 | -0.158132 | 0.060534 | -0.02033 | -0.010759 | Male | 51 | No | No | Medical Leave | Suburban | Bachelor | 1,672,898,400 |
11 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a93cc399-b467-4ffd-977f-2e76e78d6063 | no_churn | 0.141234 | 0 | no_churn | -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 | Male | 45 | Yes | Yes | Medical Leave | Suburban | High School or Below | 1,672,898,400 |
10 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | a9c778b1-722a-4a1a-9aac-be0952e8d2f8 | churn | 0.738323 | 1 | churn | 0.12837 | -0.004873 | 0.030602 | -0.029768 | 0.10181 | 0.148305 | 0.213805 | 0.129389 | Male | 36 | No | Yes | Disabled | Suburban | Master | 1,672,898,400 |
11 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 49884a1e-7f87-4d73-9f2b-16402bfea332 | churn | 0.128767 | 1 | churn | 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 | Male | 38 | Yes | No | Unemployed | Rural | College | 1,672,898,400 |
46 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c7875a6a-8d57-402d-8466-5aa0c2f040f7 | no_churn | 0.145867 | 0 | no_churn | -0.214908 | -0.003644 | 0.043656 | 0.019836 | 0.005681 | 0.061382 | -0.03211 | -0.013606 | Male | 71 | No | No | Employed | Suburban | Master | 1,672,898,400 |
25 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 1dc246e8-4105-4b92-850e-45e045ea00a4 | churn | 0.614114 | 1 | churn | -0.127166 | -0.008864 | -0.136643 | -0.051296 | 0.076924 | 0.025658 | 0.026239 | 0.054456 | Male | 39 | No | Yes | Unemployed | Suburban | College | 1,672,898,400 |
65 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | ff298995-962b-4b77-9a5b-f8baf7a4f79f | no_churn | 0.148135 | 0 | no_churn | -0.172184 | -0.010869 | -0.022391 | -0.012439 | -0.092121 | 0.039019 | 0.008219 | 0.030407 | Male | 66 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,898,400 |
41 | Yes | No | Medium Speed | Phone_Support | Two year | 100hrs+ | Active | 8176878b-81fe-47c6-8702-ff7bf201248a | no_churn | 0.026 | 0 | no_churn | -0.007713 | -0.000931 | 0.016566 | 0.03964 | 0.112088 | -0.132756 | 0.062719 | 0.07136 | Female | 44 | No | No | Unemployed | Rural | High School or Below | 1,672,898,400 |
29 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2c2f438f-99ed-49b7-b75d-e5c4f5c2a458 | churn | 0.376733 | 1 | churn | -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 | Male | 75 | No | No | Unemployed | Suburban | High School or Below | 1,672,898,400 |
28 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 27d9fa61-c070-4ed2-a578-c41922c53e7d | no_churn | 0.069434 | 0 | no_churn | -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 | Male | 66 | No | Yes | Unemployed | Suburban | College | 1,672,898,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | 59e21f3f-0a3a-4274-a1bb-3124b859c711 | no_churn | 0.009577 | 0 | no_churn | -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 | Female | 42 | No | Yes | Unemployed | Rural | Bachelor | 1,672,898,400 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 644b3ce4-cb30-4428-a023-dcc78c7c3962 | churn | 0.745711 | 1 | churn | 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 | Male | 77 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,898,400 |
6 | Yes | No | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | e62dd355-fe62-461b-ac21-4b7c4e59ec4f | no_churn | 0.037035 | 0 | no_churn | 0.013422 | -0.008244 | -0.005993 | -0.018842 | 0.016615 | -0.066812 | -0.030857 | -0.036982 | Male | 57 | Yes | Yes | Employed | Urban | College | 1,672,898,400 |
12 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 758c51ee-0bb2-4c9e-844b-4ce080ad16e9 | no_churn | 0.37994 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Male | 64 | No | No | Employed | Urban | College | 1,672,898,400 |
25 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 45929499-87cd-47ed-981d-9e19eeb9ed00 | churn | 0.614114 | 1 | churn | -0.127166 | -0.008864 | -0.136643 | -0.051296 | 0.076924 | 0.025658 | 0.026239 | 0.054456 | Male | 75 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,898,400 |
8 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 3d3993fc-6b03-4875-a23a-a7727bf46889 | churn | 0.611286 | 1 | churn | 0.136402 | -0.000876 | 0.036771 | -0.002397 | 0.096391 | 0.162652 | 0.159346 | 0.142684 | Female | 48 | Yes | Yes | Medical Leave | Rural | Bachelor | 1,672,898,400 |
30 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 15cfdc41-225e-469e-a2a0-b21d5e49410b | churn | 0.129102 | 1 | churn | -0.057343 | -0.006161 | -0.069426 | 0.00245 | 0.111754 | 0.073959 | 0.059849 | 0.084774 | Female | 30 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
52 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 1fd5b82a-d7f6-4497-8a49-cb614adb7c19 | churn | 0.313264 | 1 | churn | -0.072482 | -0.004293 | 0.025894 | -0.034037 | -0.031917 | -0.211453 | 0.039879 | 0.049382 | Male | 69 | No | Yes | Disabled | Urban | College | 1,672,898,400 |
30 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c1cf6a12-2d48-4be3-b067-3ff795c2c524 | no_churn | 0.355736 | 0 | no_churn | -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 | Male | 20 | Yes | No | Unemployed | Rural | Bachelor | 1,672,898,400 |
45 | No | No phone service | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 1365eaa8-22b5-400d-9f07-3a3cc72a12f5 | no_churn | 0.151619 | 0 | no_churn | -0.124671 | 0.003918 | -0.038231 | 0.026243 | 0.069077 | 0.09287 | 0.05833 | 0.068439 | Male | 74 | No | No | Retired | Rural | High School or Below | 1,672,898,400 |
30 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | d8578c88-1236-4148-afe2-c16568be8a72 | churn | 0.129102 | 1 | churn | -0.057343 | -0.006161 | -0.069426 | 0.00245 | 0.111754 | 0.073959 | 0.059849 | 0.084774 | Male | 79 | No | No | Unemployed | Suburban | College | 1,672,898,400 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | adfce936-5d3c-440d-bda9-24df2e613ad2 | churn | 0.100623 | 1 | churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Female | 51 | Yes | Yes | Employed | Urban | High School or Below | 1,672,898,400 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5cb5b7f8-55ed-4dab-abf8-45271e19108c | churn | 0.874596 | 1 | churn | 0.222148 | -0.004005 | 0.067764 | 0.128821 | 0.101189 | 0.123289 | 0.038706 | 0.045561 | Female | 49 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
33 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 62d484f4-9ac0-4ed5-8096-0b74838d7b73 | no_churn | 0.020843 | 0 | no_churn | -0.115784 | -0.004607 | 0.037482 | -0.105428 | 0.045523 | 0.019166 | -0.039003 | -0.049709 | Female | 76 | No | No | Employed | Suburban | College | 1,672,898,400 |
6 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 6df7a7bb-379d-457b-9e11-f41d4a0c8ee3 | no_churn | 0.00743 | 0 | no_churn | -0.017894 | -0.003966 | -0.00751 | -0.032938 | 0.007959 | -0.146769 | -0.037512 | -0.030396 | Male | 37 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
7 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8501bb7e-5d58-48d6-9c90-586164cf77a0 | no_churn | 0.032836 | 0 | no_churn | -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 | Female | 60 | Yes | Yes | Unemployed | Urban | High School or Below | 1,672,898,400 |
53 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 85668889-e90b-4d31-91ec-852ad17974e0 | no_churn | 0.055433 | 0 | no_churn | -0.081239 | -0.006314 | 0.018591 | -0.020699 | -0.132133 | 0.030801 | -0.018102 | -0.016597 | Female | 71 | No | Yes | Unemployed | Suburban | Master | 1,672,898,400 |
5 | No | No phone service | High Speed | Phone_Support | Month-to-month | <50hrs | Active | a20ae957-57a3-4484-95e2-68eb3a727112 | churn | 0.527287 | 1 | churn | 0.217899 | 0.015269 | 0.00687 | 0.040811 | 0.060686 | 0.161492 | 0.104044 | 0.059486 | Male | 68 | No | No | Employed | Rural | Master | 1,672,898,400 |
57 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | 83d1e0b3-759a-41a6-b665-54dad814ec49 | no_churn | 0.029884 | 0 | no_churn | -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 | Male | 59 | No | No | Employed | Rural | High School or Below | 1,672,898,400 |
23 | Yes | Yes | Medium Speed | In_Store_Support | Two year | <50hrs | Active | b11179ea-75ab-4efb-b38b-814dcbd07b7e | no_churn | 0.014675 | 0 | no_churn | -0.064165 | -0.003295 | 0.015124 | -0.053587 | -0.058442 | -0.158374 | 0.026243 | 0.02747 | Male | 79 | Yes | No | Employed | Rural | Bachelor | 1,672,898,400 |
52 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 972c880e-2e27-48cf-8b74-111ad1ff78fa | no_churn | 0.224469 | 0 | no_churn | -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 | Female | 72 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | 13ef8aa4-d291-4064-b2cd-3e3032ca9711 | no_churn | 0.009577 | 0 | no_churn | -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 | Male | 56 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
65 | Yes | Yes | High Speed | In_Store_Support | One year | <80hrs | Active | 445c09ea-ca73-4d9b-97af-d939d7ebdd59 | no_churn | 0.148135 | 0 | no_churn | -0.114576 | -0.00368 | 0.001554 | -0.013159 | -0.08973 | -0.065607 | 0.01259 | 0.033582 | Female | 27 | No | Yes | Unemployed | Urban | College | 1,672,898,400 |
20 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 681ad3ad-49b5-416a-a67b-90220db77817 | no_churn | 0.015288 | 0 | no_churn | -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 | Male | 33 | No | Yes | Unemployed | Rural | High School or Below | 1,672,898,400 |
18 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6bc251c5-9be8-467c-b38b-3b2c933c4921 | no_churn | 0.266591 | 0 | no_churn | -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 | Female | 20 | No | Yes | Medical Leave | Suburban | Bachelor | 1,672,898,400 |
56 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 71f7a5db-d1ee-43df-8524-9d0f200ba312 | no_churn | 0.006437 | 0 | no_churn | 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 | Male | 47 | No | Yes | Unemployed | Suburban | College | 1,672,898,400 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d2da6dfd-06ab-4489-a70e-1c00e4bd9516 | churn | 0.514037 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 73 | Yes | Yes | Retired | Suburban | College | 1,672,898,400 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | da0447d3-670c-4769-a032-7c9123a57b55 | churn | 0.609438 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Female | 40 | No | No | Employed | Urban | Bachelor | 1,672,898,400 |
41 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | a44f8ad4-c05e-4cf2-9f02-57e434fd3b28 | no_churn | 0.091548 | 0 | no_churn | 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 | Male | 37 | No | Yes | Unemployed | Rural | College | 1,672,898,400 |
10 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 406fc6c8-e76e-4130-8faa-c583b5d796c3 | no_churn | 0.108893 | 0 | no_churn | -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 | Male | 49 | Yes | No | Employed | Suburban | Bachelor | 1,672,898,400 |
38 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 16b10ee0-6bfb-4a3d-898c-0ec66733baf4 | no_churn | 0.073009 | 0 | no_churn | 0.122677 | 0.00173 | 0.045782 | 0.012827 | 0.063304 | 0.042186 | -0.003764 | -0.035228 | Male | 41 | Yes | Yes | Retired | Suburban | High School or Below | 1,672,898,400 |
17 | Yes | No | High Speed | In_Store_Support | One year | <50hrs | Active | 640e66e9-3db7-43e9-aac9-144b207647d5 | no_churn | 0.145066 | 0 | no_churn | 0.027621 | -0.005635 | -0.052567 | -0.061111 | -0.066848 | -0.121912 | 0.05131 | 0.030116 | Male | 36 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
50 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | a376021b-791b-412e-a655-331c4c8f2fb1 | no_churn | 0.221443 | 0 | no_churn | -0.053043 | -0.004637 | 0.088765 | 0.098241 | -0.073726 | 0.052554 | 0.118486 | 0.048834 | Male | 20 | No | Yes | Unemployed | Suburban | College | 1,672,898,400 |
6 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c851ac41-fab1-49ed-aa2b-6fa07bb5acea | no_churn | 0.037035 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Female | 37 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
17 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | ed57e3fc-72a0-456d-81c4-78bacaeb5489 | no_churn | 0.145066 | 0 | no_churn | 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 | Male | 20 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
24 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 58f41ccb-24d0-475d-97be-703be659dc14 | churn | 0.624292 | 1 | churn | -0.049093 | -0.003603 | 0.064474 | 0.069987 | 0.016471 | 0.100793 | -0.020695 | 0.046632 | Female | 73 | No | No | Employed | Suburban | College | 1,672,898,400 |
72 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dbff2b8e-fddc-4db6-93bd-ce5ffdcad208 | no_churn | 0.002311 | 0 | no_churn | -0.106289 | -0.004076 | -0.010638 | -0.028307 | -0.010508 | 0.048281 | -0.035394 | -0.052093 | Female | 45 | No | Yes | Employed | Rural | College | 1,672,898,400 |
69 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | 100hrs+ | Active | fe4d6602-491b-4935-825d-496526a7e24c | no_churn | 0.245784 | 0 | no_churn | -0.053993 | -0.000334 | 0.000151 | -0.04247 | 0.010667 | -0.079504 | 0.05229 | 0.0775 | Male | 56 | Yes | No | Unemployed | Rural | Master | 1,672,898,400 |
12 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c5159274-ce6b-4af8-9f38-65e876790893 | no_churn | 0.37994 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Male | 20 | Yes | Yes | Employed | Rural | College | 1,672,898,400 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 20e95b9a-9536-49ae-bd17-f1545930a02b | no_churn | 0.296356 | 0 | no_churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Female | 51 | No | No | Unemployed | Suburban | College | 1,672,898,400 |
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