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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 8923f849-8316-446f-a3d3-bef231507022 | no_churn | 0.294451 | 0 | no_churn | -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 | Male | 41 | No | No | Unemployed | Urban | Master | 1,673,071,200 |
21 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | ae57474c-8657-444b-bee6-9a0040fb8197 | no_churn | 0.449832 | 0 | no_churn | -0.064338 | -0.005513 | -0.085454 | 0.002143 | 0.068659 | 0.062928 | -0.016665 | 0.059213 | Male | 26 | Yes | Yes | Employed | Suburban | Master | 1,673,071,200 |
52 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 38460419-2306-481e-a207-de4cef9b72ed | no_churn | 0.099393 | 0 | no_churn | -0.055615 | -0.00274 | -0.071078 | -0.049366 | 0.047246 | 0.057668 | -0.036647 | -0.058495 | Female | 80 | No | No | Disabled | Suburban | Bachelor | 1,673,071,200 |
53 | Yes | No | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | 4def1c1b-fa0f-4f6c-9019-60ee46869507 | no_churn | 0.147175 | 0 | no_churn | -0.093033 | -0.003397 | -0.029563 | -0.018503 | 0.004924 | -0.138031 | 0.003971 | 0.024606 | Male | 27 | No | Yes | Unemployed | Suburban | College | 1,673,071,200 |
53 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 40c55ac2-7dea-4b2d-bd71-4e24f809ded7 | no_churn | 0.045522 | 0 | no_churn | -0.071674 | -0.003334 | 0.041955 | -0.128975 | 0.040669 | 0.054374 | -0.036944 | -0.055096 | Male | 45 | No | Yes | Disabled | Suburban | College | 1,673,071,200 |
29 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 68357f39-233f-4bd2-98fe-e87a0fd894d1 | no_churn | 0.014356 | 0 | no_churn | -0.040543 | -0.005365 | -0.019423 | -0.037387 | 0.017877 | -0.111583 | -0.031763 | -0.040839 | Female | 43 | No | Yes | Employed | Urban | High School or Below | 1,673,071,200 |
72 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 5e4c6b76-f723-4fd7-8304-3335b2d2d3a5 | no_churn | 0.004843 | 0 | no_churn | -0.141157 | -0.000835 | -0.005474 | -0.015791 | 0.088603 | 0.067741 | 0.057869 | 0.076018 | Male | 79 | Yes | No | Employed | Suburban | Bachelor | 1,673,071,200 |
66 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 2515d261-41d4-4d9f-89ad-147db4f95846 | churn | 0.488304 | 1 | churn | 0.019593 | 0.000468 | 0.098579 | 0.10752 | 0.124128 | 0.10474 | 0.088103 | 0.097843 | Female | 22 | Yes | No | Employed | Suburban | Doctor | 1,673,071,200 |
35 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 04309f17-11e9-4e47-8ce1-b9c107de63c4 | no_churn | 0.029255 | 0 | no_churn | 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 | Male | 80 | No | No | Medical Leave | Rural | Bachelor | 1,673,071,200 |
35 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f2eab436-affc-4245-882f-f998df0d3b60 | no_churn | 0.029255 | 0 | no_churn | 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 | Female | 48 | Yes | No | Unemployed | Suburban | High School or Below | 1,673,071,200 |
27 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 97c3c594-52cd-452a-98da-b5a371e59c35 | no_churn | 0.035271 | 0 | no_churn | -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 | Female | 45 | No | Yes | Unemployed | Suburban | College | 1,673,071,200 |
41 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7cfd7401-e5de-4f10-b1d6-42d6aad897e0 | churn | 0.301176 | 1 | churn | 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 | Female | 33 | No | No | Medical Leave | Suburban | Bachelor | 1,673,071,200 |
12 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | eb6e7f8f-6275-4877-a231-8d3b08c0007e | no_churn | 0.010412 | 0 | no_churn | 0.12934 | -0.000753 | 0.055537 | 0.035837 | -0.041599 | 0.091306 | -0.014709 | -0.017288 | Male | 69 | No | No | Unemployed | Suburban | Bachelor | 1,673,071,200 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5c3437a0-993e-4cb4-9324-8e6412cc7666 | no_churn | 0.403769 | 0 | no_churn | 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 | Female | 24 | No | Yes | Unemployed | Suburban | Master | 1,673,071,200 |
71 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 5b8c6842-00dc-4edb-87d1-1a398cf37824 | churn | 0.029585 | 0 | no_churn | -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 | Female | 61 | No | Yes | Unemployed | Rural | College | 1,673,071,200 |
42 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 297e0426-f39e-44b7-aed6-610a25a6df1c | no_churn | 0.252646 | 0 | no_churn | -0.068832 | -0.005482 | 0.00571 | 0.086132 | -0.14438 | 0.049175 | -0.048792 | -0.029556 | Female | 37 | No | Yes | Retired | Suburban | College | 1,673,071,200 |
43 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3245fe33-910b-4022-a3f4-585561a47af2 | no_churn | 0.018113 | 0 | no_churn | 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 | Male | 52 | No | Yes | Employed | Suburban | High School or Below | 1,673,071,200 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0f9ca38a-9797-4b41-8b6d-7d617a70ad08 | churn | 0.763978 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Male | 28 | No | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
32 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 2cbcac8f-6f12-4b77-8b5e-628a4538e667 | no_churn | 0.03905 | 0 | no_churn | -0.075705 | 0.083637 | 0.040031 | -0.157083 | 0.032985 | 0.083253 | -0.004224 | -0.001921 | Female | 46 | No | Yes | Unemployed | Urban | High School or Below | 1,673,071,200 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | ab8afebb-a26f-48d2-9d24-67876fe38eca | churn | 0.786428 | 1 | churn | 0.224491 | -0.002961 | 0.063578 | 0.061611 | 0.116247 | 0.149252 | 0.06073 | 0.058027 | Male | 44 | Yes | No | Employed | Suburban | Bachelor | 1,673,071,200 |
65 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 0446c5f2-50df-4ceb-bfad-f24e0fa83c25 | no_churn | 0.112682 | 0 | no_churn | -0.248281 | -0.002444 | -0.017285 | -0.060226 | 0.015769 | 0.008519 | 0.026811 | 0.01411 | Female | 54 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4b5666c0-2beb-43f2-8cb4-5837b292a79c | no_churn | 0.368478 | 0 | no_churn | 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 | Female | 68 | No | Yes | Unemployed | Rural | Bachelor | 1,673,071,200 |
60 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 850bafe8-8cf6-42cb-9b6b-6f4c631dbf7f | no_churn | 0.092573 | 0 | no_churn | -0.27535 | -0.005077 | 0.013043 | -0.043383 | 0.002115 | 0.036341 | 0.00573 | 0.009936 | Female | 30 | No | No | Employed | Suburban | Master | 1,673,071,200 |
27 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0abbc133-35bb-4649-8aa8-698b6a9cfd52 | no_churn | 0.035271 | 0 | no_churn | -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 | Female | 39 | No | No | Employed | Suburban | College | 1,673,071,200 |
72 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | b4eaf717-319f-4a23-bd5f-67a087d94ff8 | no_churn | 0.005143 | 0 | no_churn | -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 | Male | 58 | No | No | Unemployed | Suburban | High School or Below | 1,673,071,200 |
46 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b5103c5b-ebf3-49b9-9648-b7d323e71229 | no_churn | 0.012657 | 0 | no_churn | -0.03696 | 0.153041 | 0.066262 | 0.125239 | 0.034213 | 0.110516 | 0.003837 | 0.014826 | Male | 78 | No | No | Employed | Suburban | College | 1,673,071,200 |
44 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 1d173128-868e-4659-a2fc-fc4f7a10742f | no_churn | 0.216552 | 1 | churn | -0.122912 | -0.004853 | 0.091513 | 0.093238 | 0.073497 | 0.057494 | 0.026336 | 0.061329 | Female | 52 | No | No | Employed | Rural | College | 1,673,071,200 |
23 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | d5627dee-1753-4e9a-aea3-c455749299ee | no_churn | 0.138858 | 0 | no_churn | -0.070275 | -0.015869 | 0.024346 | -0.036709 | -0.149644 | 0.046541 | -0.014875 | 0.027459 | Male | 47 | No | No | Employed | Suburban | College | 1,673,071,200 |
5 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f21d5d51-33f4-40c5-bdab-f72d0f6bb543 | no_churn | 0.125643 | 0 | no_churn | 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 | Male | 34 | No | Yes | Employed | Suburban | Master | 1,673,071,200 |
9 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 81d130e4-7b7b-470b-a8cb-b94be573c98c | no_churn | 0.04811 | 0 | no_churn | 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 | Male | 75 | No | Yes | Employed | Suburban | Master | 1,673,071,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 84ca287f-260b-48d1-a5e8-0a754cdc6b6d | no_churn | 0.305437 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 24 | No | Yes | Unemployed | Suburban | Master | 1,673,071,200 |
44 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | a7fad4a8-2f97-4ad1-ab6a-6b93552467a3 | no_churn | 0.216552 | 1 | churn | -0.122912 | -0.004853 | 0.091513 | 0.093238 | 0.073497 | 0.057494 | 0.026336 | 0.061329 | Female | 71 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
59 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 83110dc0-d70f-4919-8012-da009947b591 | no_churn | 0.185893 | 0 | no_churn | -0.234705 | -0.004425 | 0.010455 | 0.005393 | -0.026825 | 0.04493 | -0.04196 | -0.02189 | Male | 40 | No | No | Employed | Suburban | Bachelor | 1,673,071,200 |
46 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3293f2ba-33c5-4b67-a398-b1c0ee2ca1b5 | no_churn | 0.007743 | 0 | no_churn | -0.124765 | -0.005043 | -0.066953 | -0.010158 | 0.030379 | 0.038407 | -0.042939 | -0.052239 | Male | 66 | No | Yes | Employed | Suburban | High School or Below | 1,673,071,200 |
29 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b3b59cd0-71b2-4b3b-85da-aa8db4465b2a | no_churn | 0.014356 | 0 | no_churn | -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 | Male | 30 | Yes | No | Employed | Suburban | High School or Below | 1,673,071,200 |
32 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | e24484d5-5c1b-40d8-a12c-6a6a98975e9d | no_churn | 0.105358 | 0 | no_churn | -0.147396 | -0.003228 | -0.06723 | -0.021873 | -0.018871 | 0.053282 | 0.01321 | 0.066124 | Female | 40 | No | No | Employed | Rural | Bachelor | 1,673,071,200 |
40 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c67c5d58-84f5-4f7b-afea-a391e859ca91 | no_churn | 0.009636 | 0 | no_churn | -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 | Male | 41 | Yes | No | Employed | Rural | High School or Below | 1,673,071,200 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 91698c18-e1e2-4e56-8d0a-a4a8e1b548da | churn | 0.642184 | 1 | churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Male | 66 | Yes | No | Employed | Urban | Bachelor | 1,673,071,200 |
43 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8ddee3bb-b440-45a3-90e8-637f435beb3f | no_churn | 0.035744 | 0 | no_churn | -0.061794 | -0.004558 | -0.023559 | -0.069152 | -0.051005 | 0.047833 | -0.032891 | -0.040832 | Female | 40 | No | No | Unemployed | Suburban | College | 1,673,071,200 |
60 | No | No phone service | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 65acfb38-90f2-46db-a52b-78899915e633 | no_churn | 0.105674 | 0 | no_churn | -0.092336 | 0.025302 | 0.045577 | 0.027839 | 0.006101 | 0.100004 | 0.079869 | 0.068617 | Male | 26 | No | No | Unemployed | Suburban | Bachelor | 1,673,071,200 |
70 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | f8bba871-bf8c-4f96-a2c3-e109064e7180 | churn | 0.265502 | 1 | churn | -0.1939 | 0.016194 | -0.002361 | -0.06828 | -0.059573 | 0.045969 | 0.033106 | 0.039819 | Female | 58 | No | No | Employed | Suburban | Bachelor | 1,673,071,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | dd08282f-850d-4897-a182-8ec39de6c719 | churn | 0.314494 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 43 | No | No | Employed | Urban | Master | 1,673,071,200 |
49 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 295f2a08-b280-4e19-bffc-6199acaa2ac2 | churn | 0.123168 | 1 | churn | -0.062355 | -0.004271 | 0.023224 | -0.066416 | -0.061146 | 0.046947 | -0.026864 | -0.057311 | Female | 24 | Yes | Yes | Retired | Suburban | Bachelor | 1,673,071,200 |
35 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | b75340f2-be11-404b-83d0-cc5558ee5baf | no_churn | 0.168019 | 0 | no_churn | -0.228191 | -0.00703 | -0.028749 | -0.058623 | 0.062207 | 0.012937 | 0.033414 | 0.045534 | Male | 61 | No | Yes | Unemployed | Urban | Master | 1,673,071,200 |
22 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | f719794b-9beb-49b1-a7c9-c2223cd2a3c0 | no_churn | 0.474213 | 0 | no_churn | -0.053984 | 0.035757 | 0.014406 | -0.019354 | 0.051108 | 0.078319 | 0.061223 | 0.0735 | Female | 24 | No | Yes | Employed | Suburban | Doctor | 1,673,071,200 |
33 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | 100hrs+ | Active | 6515fd36-3bd5-4a28-9124-e60d629f2fc3 | churn | 0.240288 | 1 | churn | -0.033825 | -0.000834 | -0.039429 | -0.079059 | 0.078051 | -0.149821 | 0.059949 | 0.069942 | Male | 57 | No | No | Employed | Suburban | College | 1,673,071,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8afd7142-753b-4b04-a37d-5cc12ed855c9 | churn | 0.337501 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 80 | No | No | Retired | Suburban | High School or Below | 1,673,071,200 |
12 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 426036b6-5bb6-4a1c-82b1-2718bee92fb8 | churn | 0.695896 | 1 | churn | 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 | Female | 44 | No | No | Medical Leave | Suburban | Master | 1,673,071,200 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2de337b4-7d8e-450c-8b4e-21138a4a856e | churn | 0.896745 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 29 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
57 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a4e78ca7-098d-4cde-b356-cdc6b571c87f | no_churn | 0.02179 | 0 | no_churn | -0.068981 | -0.005908 | -0.006239 | -0.117393 | 0.020685 | 0.036783 | -0.045614 | -0.042359 | Male | 70 | No | Yes | Unemployed | Suburban | College | 1,673,071,200 |
71 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 177d838b-d36e-453c-a0d5-4b1d3fa03f16 | no_churn | 0.029585 | 0 | no_churn | -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 | Female | 74 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
24 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 58d8a73c-bce2-4591-872f-675449c56307 | no_churn | 0.012787 | 0 | no_churn | -0.103913 | 0.04032 | -0.003272 | -0.171011 | 0.010275 | 0.054515 | -0.041906 | -0.044034 | Female | 29 | No | Yes | Unemployed | Rural | College | 1,673,071,200 |
47 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5543bc46-8749-4275-836c-bbc4bab18d75 | no_churn | 0.038914 | 0 | no_churn | -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 | Male | 27 | No | Yes | Unemployed | Suburban | Master | 1,673,071,200 |
33 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | d958431b-1579-45e3-9563-f39c092b9c07 | no_churn | 0.612274 | 0 | no_churn | -0.147248 | -0.003053 | 0.057071 | -0.042391 | 0.042769 | 0.046715 | -0.020702 | -0.04 | Male | 39 | No | Yes | Employed | Rural | College | 1,673,071,200 |
48 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e8968141-fb02-41f4-ba83-f370a468eb76 | no_churn | 0.018498 | 0 | no_churn | -0.083518 | -0.003993 | -0.075163 | -0.042356 | 0.034006 | 0.046639 | -0.033512 | -0.055415 | Female | 56 | No | Yes | Employed | Suburban | College | 1,673,071,200 |
18 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 38fc13e6-54ae-4303-99b1-9d19bcebd1b1 | churn | 0.048093 | 1 | churn | -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 | Female | 22 | No | No | Employed | Suburban | College | 1,673,071,200 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b238c793-719b-4b60-a935-fa5c00463da9 | churn | 0.857863 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 42 | Yes | No | Employed | Urban | High School or Below | 1,673,071,200 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d78502d0-7528-4485-8acd-5ab759902ed6 | churn | 0.659005 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 39 | No | No | Unemployed | Suburban | College | 1,673,071,200 |
4 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 88578f00-24ae-4c85-9868-59392a237fee | churn | 0.801339 | 1 | churn | 0.196571 | 0.000554 | 0.104573 | -0.030501 | 0.108265 | 0.133146 | 0.08157 | 0.098463 | Male | 64 | No | Yes | Employed | Suburban | High School or Below | 1,673,071,200 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | e590b166-a065-4f8f-8c22-13d1ca3bb08a | churn | 0.923179 | 1 | churn | 0.292745 | -0.004714 | 0.065524 | 0.045988 | 0.115858 | 0.132852 | 0.037465 | 0.043112 | Male | 61 | No | No | Retired | Suburban | High School or Below | 1,673,071,200 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e0b06061-8e5a-441f-9da5-16f5952d57f3 | churn | 0.655117 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Male | 41 | No | Yes | Employed | Suburban | College | 1,673,071,200 |
35 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a7b2ed0a-3721-4a8e-b15d-dd54ddddc872 | no_churn | 0.029255 | 0 | no_churn | 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 | Male | 35 | No | Yes | Retired | Suburban | High School or Below | 1,673,071,200 |
21 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 92361887-95d6-43f8-9a64-48af711b21a4 | no_churn | 0.122581 | 0 | no_churn | 0.102732 | 0.125144 | 0.057155 | 0.119998 | 0.08525 | 0.117264 | -0.007189 | -0.022713 | Female | 57 | No | No | Unemployed | Rural | Bachelor | 1,673,071,200 |
7 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | eedf5aa2-4156-4301-8c1a-3abecdb6b45c | churn | 0.420931 | 1 | churn | 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 | Male | 50 | No | Yes | Employed | Suburban | College | 1,673,071,200 |
57 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e01135c5-2cce-4c9e-aed9-89cfd59c12ea | no_churn | 0.02179 | 0 | no_churn | -0.068981 | -0.005908 | -0.006239 | -0.117393 | 0.020685 | 0.036783 | -0.045614 | -0.042359 | Male | 43 | Yes | No | Unemployed | Rural | High School or Below | 1,673,071,200 |
71 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | d96ac28a-eb2c-46a8-8993-f06f75369ba3 | no_churn | 0.011479 | 0 | no_churn | -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 | Female | 24 | No | No | Employed | Suburban | College | 1,673,071,200 |
71 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | a1f07053-162b-4786-a01b-c5df35654c0a | no_churn | 0.029585 | 0 | no_churn | -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 | Male | 33 | No | Yes | Unemployed | Suburban | Doctor | 1,673,071,200 |
68 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 9026be3b-8521-4b12-b788-2862b9a75316 | no_churn | 0.093351 | 0 | no_churn | -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 | Male | 67 | Yes | No | Unemployed | Urban | Bachelor | 1,673,071,200 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | c747948b-83d1-4d0f-9b9d-8d2120cd5052 | churn | 0.923179 | 1 | churn | 0.292745 | -0.004714 | 0.065524 | 0.045988 | 0.115858 | 0.132852 | 0.037465 | 0.043112 | Female | 74 | No | No | Employed | Suburban | Bachelor | 1,673,071,200 |
51 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 99fb40e2-ff7b-4e4a-9330-c5ccd7cb27c7 | no_churn | 0.098278 | 0 | no_churn | 0.071089 | -0.003229 | 0.099909 | 0.111264 | 0.069614 | -0.147477 | 0.005101 | 0.0078 | Female | 73 | No | No | Employed | Suburban | College | 1,673,071,200 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 89e0fe94-502c-44f2-b760-f245457e31be | no_churn | 0.169049 | 0 | no_churn | -0.273594 | -0.003262 | -0.025098 | -0.020747 | 0.021692 | 0.037218 | 0.003357 | -0.008594 | Female | 56 | Yes | No | Unemployed | Urban | College | 1,673,071,200 |
9 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 3a9a7f6c-d882-4d4f-923b-596aff1fbfa0 | no_churn | 0.521615 | 0 | no_churn | -0.01129 | -0.004443 | -0.038354 | 0.01984 | -0.173633 | 0.053916 | -0.03688 | -0.051682 | Male | 50 | Yes | Yes | Employed | Suburban | College | 1,673,071,200 |
69 | No | No phone service | Medium Speed | In_Store_Support | One year | 100hrs+ | Active | 25c8c314-0ce5-4934-9e9b-5fb45fa05e57 | churn | 0.114766 | 0 | no_churn | -0.110404 | -0.012948 | -0.017084 | -0.015479 | -0.071118 | -0.070297 | 0.009218 | 0.022419 | Male | 79 | No | Yes | Employed | Rural | High School or Below | 1,673,071,200 |
63 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 310cd135-614b-406b-a148-22f3ad782897 | no_churn | 0.004834 | 0 | no_churn | -0.063452 | -0.00341 | 0.009992 | -0.019203 | 0.00886 | -0.166229 | -0.017367 | -0.018219 | Female | 79 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4f61da82-9ee4-4611-a58f-d77b8cdc5332 | churn | 0.655117 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Male | 71 | No | No | Medical Leave | Suburban | High School or Below | 1,673,071,200 |
57 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b78889ec-0db9-4a6e-ac9a-ddbb2ef9d3fc | no_churn | 0.027736 | 0 | no_churn | -0.035397 | -0.005092 | -0.046055 | -0.062201 | 0.046589 | 0.052398 | -0.037347 | -0.051922 | Female | 28 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
63 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ec89ac36-576c-4b7b-9ea8-b02aa16cd353 | no_churn | 0.004834 | 0 | no_churn | -0.090869 | -0.002439 | 0.047397 | -0.013266 | 0.061205 | 0.079151 | -0.016168 | -0.02592 | Female | 24 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
69 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 8543b0a8-0850-473d-ae7d-851413f4585d | no_churn | 0.075323 | 0 | no_churn | -0.116089 | 0.000772 | 0.005765 | -0.028285 | 0.066811 | 0.076267 | 0.077177 | 0.108555 | Male | 61 | No | Yes | Retired | Rural | College | 1,673,071,200 |
31 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0415b2c4-2b84-44f9-ab3b-bcc1c2783641 | no_churn | 0.180859 | 0 | no_churn | -0.029674 | -0.00694 | -0.060919 | -0.041459 | 0.01495 | 0.059854 | -0.056678 | -0.068159 | Male | 22 | No | Yes | Employed | Suburban | Master | 1,673,071,200 |
47 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7afed274-92f1-4694-a63c-7abf11a198ae | no_churn | 0.038914 | 0 | no_churn | -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 | Female | 20 | No | No | Disabled | Suburban | Doctor | 1,673,071,200 |
71 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 60d3bd33-1107-4f48-93e4-a475f6578168 | no_churn | 0.008215 | 0 | no_churn | -0.068576 | -0.00346 | -0.09088 | -0.001634 | -0.003346 | 0.051529 | -0.010401 | -0.032259 | Female | 25 | No | Yes | Disabled | Rural | Master | 1,673,071,200 |
58 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 9f4d743a-ae80-4fdf-b965-77f301a32533 | no_churn | 0.280318 | 0 | no_churn | -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 | Female | 43 | No | No | Employed | Urban | High School or Below | 1,673,071,200 |
57 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 95c8e44b-f8e7-4b59-bc4d-ff0577caf28c | no_churn | 0.248556 | 0 | no_churn | -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 | Female | 63 | No | No | Unemployed | Rural | High School or Below | 1,673,071,200 |
32 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5bc6c605-d836-4e23-868f-2982d8964ffd | no_churn | 0.03905 | 0 | no_churn | -0.075705 | 0.083637 | 0.040031 | -0.157083 | 0.032985 | 0.083253 | -0.004224 | -0.001921 | Female | 50 | Yes | No | Unemployed | Rural | High School or Below | 1,673,071,200 |
37 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 415e62f3-6a3e-4b2d-a8de-f09d3742a4bd | churn | 0.126323 | 1 | churn | 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 | Female | 48 | No | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
71 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f8a698ac-7f66-4d79-af25-838715839188 | no_churn | 0.002378 | 0 | no_churn | -0.130325 | -0.002316 | 0.030519 | 0.024619 | 0.053355 | 0.076573 | -0.025408 | -0.047043 | Male | 71 | No | No | Employed | Suburban | College | 1,673,071,200 |
23 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | a5fb2ed2-4f8b-4f9c-8577-06dd444c9972 | churn | 0.138858 | 0 | no_churn | -0.070275 | -0.015869 | 0.024346 | -0.036709 | -0.149644 | 0.046541 | -0.014875 | 0.027459 | Female | 79 | No | No | Unemployed | Rural | Bachelor | 1,673,071,200 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d5786b53-d413-41f4-820d-8949c40ca140 | churn | 0.642184 | 1 | churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Female | 41 | No | No | Employed | Urban | High School or Below | 1,673,071,200 |
17 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7c4890f7-f3f6-49cc-a844-c6486aac0251 | no_churn | 0.262445 | 0 | no_churn | 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 | Male | 28 | No | Yes | Unemployed | Rural | Master | 1,673,071,200 |
9 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | d73b0510-3fd6-4978-8068-868365af8c74 | no_churn | 0.521615 | 0 | no_churn | -0.01129 | -0.004443 | -0.038354 | 0.01984 | -0.173633 | 0.053916 | -0.03688 | -0.051682 | Male | 46 | Yes | No | Employed | Rural | College | 1,673,071,200 |
71 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | c57a2f54-e0d1-4d0a-9d24-02614f35a2af | churn | 0.055278 | 0 | no_churn | -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 | Male | 55 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
2 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 630a34a9-411b-41bb-b6ba-9d9be606b726 | no_churn | 0.070454 | 0 | no_churn | 0.0551 | -0.007282 | -0.024325 | -0.049102 | -0.027448 | -0.131767 | -0.038825 | -0.045378 | Male | 77 | No | Yes | Employed | Suburban | Master | 1,673,071,200 |
57 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | <50hrs | Active | acc97e89-21c4-4a94-b0d2-5afbd2afbf9e | no_churn | 0.091372 | 0 | no_churn | -0.144558 | -0.00879 | -0.001734 | -0.075731 | -0.092752 | 0.038062 | 0.008975 | 0.007501 | Male | 26 | No | No | Disabled | Suburban | Master | 1,673,071,200 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 83cf8ae7-66a6-4562-aa30-ed2101ae6f55 | churn | 0.611467 | 1 | churn | -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 | Male | 48 | Yes | Yes | Retired | Urban | College | 1,673,071,200 |
32 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 525a3fae-09c5-42d6-899c-70361b502856 | no_churn | 0.025066 | 0 | no_churn | 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 | Female | 54 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,071,200 |
32 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | bd56ba26-040b-4e78-b469-072d21095adf | no_churn | 0.226309 | 0 | no_churn | -0.009694 | -0.014941 | 0.001785 | -0.047764 | 0.001966 | 0.052346 | -0.040169 | -0.009222 | Male | 71 | No | Yes | Disabled | Rural | Bachelor | 1,673,071,200 |
71 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 5e7969ca-9e64-4ab3-82ce-7b5b95be771b | no_churn | 0.011479 | 0 | no_churn | -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 | Male | 36 | Yes | No | Employed | Suburban | Master | 1,673,071,200 |
1 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 9e7ea974-ddbd-4463-829e-aba961612d5a | churn | 0.664921 | 1 | churn | 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 | Female | 45 | No | Yes | Medical Leave | Suburban | Bachelor | 1,673,071,200 |
4 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 8da280fb-903f-4b4d-9ee6-e35de12f1bd7 | churn | 0.83243 | 1 | churn | 0.088331 | -0.010154 | -0.049035 | -0.096988 | -0.039291 | 0.069111 | 0.027966 | 0.017701 | Female | 64 | No | Yes | Retired | Urban | Bachelor | 1,673,071,200 |
26 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | f5ae1ef9-a882-4e70-b4b4-4e7754c095b1 | no_churn | 0.174951 | 0 | no_churn | 0.02669 | -0.000756 | -0.004318 | 0.106574 | 0.148458 | 0.094296 | 0.080768 | 0.129261 | Male | 38 | No | No | Employed | Suburban | College | 1,673,071,200 |
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