Datasets:

scikit-learn
/

churn-prediction

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 7.04k rows

customerID stringlengths 10 10	gender stringclasses 2 values	SeniorCitizen int64 0 1	Partner stringclasses 2 values	Dependents stringclasses 2 values	tenure int64 0 72	PhoneService stringclasses 2 values	MultipleLines stringclasses 3 values	InternetService stringclasses 3 values	OnlineSecurity stringclasses 3 values	OnlineBackup stringclasses 3 values	DeviceProtection stringclasses 3 values	TechSupport stringclasses 3 values	StreamingTV stringclasses 3 values	StreamingMovies stringclasses 3 values	Contract stringclasses 3 values	PaperlessBilling stringclasses 2 values	PaymentMethod stringclasses 4 values	MonthlyCharges float64 18.3 119	TotalCharges stringlengths 1 7	Churn stringclasses 2 values
0608-JDVEC	Male	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.8	1013.2	No
9780-FKVVF	Male	0	No	No	6	Yes	No	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	59.15	336.7	No
1919-RTPQD	Male	0	Yes	Yes	7	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.75	333.65	No
5214-NLTIT	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	90.8	6511.8	No
3345-PBBFH	Male	0	Yes	No	8	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.55	393.45	No
5055-BRMNE	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	106.7	7009.5	No
9189-JWSHV	Female	1	Yes	No	24	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.55	2264.05	Yes
2190-PHBHR	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Two year	Yes	Credit card (automatic)	94.45	6921.7	No
2650-GYRYL	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.45	600.25	No
0746-JTRFU	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.05	56.35	Yes
5208-FVQKB	Male	0	Yes	No	70	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Two year	No	Mailed check	67.95	4664.15	No
7184-LRUUR	Female	0	No	No	22	Yes	No	DSL	No	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	65.25	1441.8	No
6627-CFOSN	Female	0	No	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.45	5623.7	No
3982-JGSFD	Male	0	No	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.35	695.85	No
1574-DYCWE	Female	0	Yes	Yes	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.95	1028.75	No
7247-XOZPB	Male	0	Yes	No	53	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	77.4	4155.95	No
2466-FCCPT	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.7	395.6	No
6211-WWLTF	Male	0	Yes	No	63	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	99.7	6330.4	No
4826-TZEVA	Female	0	No	No	40	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	74.8	2971.7	No
6016-NXBNJ	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.15	638	No
9138-EFSMO	Male	0	Yes	Yes	26	Yes	No	Fiber optic	No	No	No	No	No	Yes	One year	No	Bank transfer (automatic)	78.95	2034.25	No
0576-WNXXC	Male	1	Yes	No	27	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	95.55	2510.2	Yes
4632-XJMEX	Male	0	No	Yes	53	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Credit card (automatic)	62.85	3419.5	No
8910-LEDAG	Male	1	Yes	No	34	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	71.55	2427.35	No
3452-GWUIN	Female	1	Yes	No	19	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.95	1760.25	No
2716-GFZOR	Male	0	Yes	No	43	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	86.1	3551.65	No
3724-UCSHY	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.55	122.9	No
8626-XHBIE	Male	0	No	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.8	1424.2	No
4628-CTTLA	Male	0	No	No	57	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	39.3	2111.45	Yes
3192-LNKRK	Male	0	Yes	Yes	34	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Mailed check	84.05	2909.95	No
4439-YRNVD	Female	0	No	No	10	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	36.25	374	No
2876-VBBBL	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.25	20.25	Yes
6834-NXDCA	Female	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	23.9	300.8	Yes
2208-UGTGR	Male	0	No	No	56	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	98.6	5581.05	No
3005-TYFRD	Female	0	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	103.65	5676.65	No
8670-MEFCP	Female	0	Yes	Yes	36	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	92.9	3379.25	No
3079-BCHLN	Male	0	Yes	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.9	942.95	No
7777-UNYHB	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.1	232.4	No
5597-GLBUC	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	85.45	85.45	Yes
7278-CKDNC	Male	1	No	No	24	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	80.5	2088.45	No
2748-MYRVK	Female	0	No	No	63	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	99.9	6137	Yes
8450-UYIBU	Female	1	No	No	35	No	No phone service	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	39.85	1434.6	No
2969-VAPYH	Female	0	No	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Credit card (automatic)	60.5	3870	No
4822-YCXMX	Male	0	No	No	25	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.8	2043.45	Yes
7181-OQCUT	Male	0	No	No	21	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	No	Mailed check	103.85	2215	No
8474-UMLNT	Female	0	No	No	13	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Month-to-month	No	Bank transfer (automatic)	67.8	842.25	No
9821-POOTN	Male	0	Yes	No	35	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.2	2576.2	Yes
3836-FZSDJ	Male	1	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.85	1901	No
9142-XMYJH	Female	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.35	601.6	No
6559-ILWKJ	Male	0	Yes	No	71	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Two year	No	Electronic check	49.35	3515.25	Yes
0187-QSXOE	Male	1	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89	605.45	No
7733-UDMTP	Female	1	No	No	57	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	55	3094.05	No
2649-HWLYB	Male	0	Yes	No	65	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	76.15	4929.55	No
5214-CHIWJ	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.3	595.05	No
4229-CZMLL	Male	0	No	No	6	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.9	469.8	Yes
6904-JLBGY	Female	1	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	117.35	8436.25	No
2465-BLLEU	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.75	19.75	No
1685-VAYJF	Male	0	No	No	11	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	45.2	492	No
8874-EJNSR	Male	0	Yes	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.2	987.95	No
6917-YACBP	Female	1	No	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	89.75	5496.9	No
5049-MUBWG	Male	0	No	No	26	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	75	1908.35	No
4223-WOZCM	Male	1	No	No	2	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	49.95	107.1	No
0769-MURVM	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	65.7	4575.35	No
9253-VIFJQ	Male	0	Yes	No	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	One year	No	Credit card (automatic)	67.05	4309.55	No
7030-FZTFM	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	110.9	7922.75	No
9741-YLNTD	Male	0	No	No	6	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	87.95	522.35	No
5917-RYRMG	Male	1	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	587.7	No
5120-ZBLAI	Female	0	Yes	No	50	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	75.7	3876.2	No
1194-BHJYC	Male	0	Yes	No	61	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	62.15	3778.85	No
3663-MITLP	Female	0	No	No	15	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.25	1457.25	Yes
0906-QVPMS	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	115.15	8349.45	No
9025-ZRPVR	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	18.95	185.6	Yes
1905-OEILC	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.5	19.5	No
7858-GTZSP	Female	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.55	1066.9	No
3285-UCQVC	Female	0	No	No	37	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	28.6	973.55	Yes
6248-BSHKG	Male	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.4	1226.45	No
4685-TFLLS	Male	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.8	342.3	No
3470-BTGQO	Male	0	No	Yes	21	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.65	985.05	No
1209-VFFOC	Male	0	Yes	Yes	68	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Mailed check	56.4	3948.45	No
8224-DWCKX	Male	1	No	No	12	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.3	828.05	No
5482-PLVPE	Female	1	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.35	41.85	Yes
4553-DVPZG	Female	0	Yes	No	62	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.35	6164.7	No
4902-OHLSK	Female	1	No	No	29	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	98.65	2862.75	Yes
6917-IAYHD	Male	0	No	Yes	1	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	33.6	33.6	No
0495-ZBNGW	Male	1	Yes	No	5	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.9	343.95	Yes
8620-RJPZN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	20.7	20.7	No
7572-KPVKK	Male	0	No	Yes	62	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	104.05	6590.5	No
2642-MAWLJ	Female	0	Yes	Yes	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.25	717.95	No
2357-COQEK	Female	1	No	No	28	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	103.3	2890.65	Yes
7103-ZGVNT	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	One year	No	Credit card (automatic)	73.7	4885.85	No
3737-GCSPV	Female	0	Yes	No	11	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	96.2	1222.05	Yes
2027-WKXMW	Female	0	Yes	No	63	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	108.75	6871.7	No
7137-NAXML	Male	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.15	405.6	No
2428-ZMCTB	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.75	208.25	No
2961-VNFKL	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.95	1801.9	No
1768-HNVGJ	Female	1	No	No	45	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	70.05	3062.45	No
6963-KQYQB	Female	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	24.05	1764.75	No
5934-RMPOV	Female	0	No	Yes	22	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.75	1816.75	No
1207-BLKSA	Female	0	Yes	Yes	52	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	23.05	1255.1	No
4088-YLDSU	Male	0	Yes	No	55	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	104.15	5743.05	Yes

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.