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
0117-LFRMW	Male	0	Yes	Yes	37	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	40.2	1448.8	Yes
6172-FECYY	Male	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	84.5	4254.85	Yes
7054-ENNGU	Female	0	Yes	No	9	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	50.85	466.6	No
1455-HFBXA	Male	0	Yes	No	52	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	91.6	4627.8	No
9402-CXWPL	Female	0	No	No	70	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Electronic check	98.9	6838.6	No
1628-BIZYP	Male	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	85	85	No
1965-AKTSX	Female	1	No	No	14	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	78.95	1101.85	Yes
0082-LDZUE	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.3	44.3	No
4786-UKSNZ	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	No	Mailed check	20.2	20.2	Yes
5343-SGUBI	Female	0	No	No	52	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	One year	Yes	Mailed check	80.2	4297.6	No
0856-NAOES	Male	0	No	No	6	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	No	Mailed check	60.9	414.1	No
1976-AZZPJ	Male	0	Yes	No	7	No	No phone service	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	34.2	256.6	No
7248-VZQLC	Female	1	No	No	47	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	85.2	3969.35	Yes
6156-UZDLF	Female	0	No	No	26	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	87.15	2274.1	No
3099-OONVS	Male	0	Yes	Yes	25	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	54.3	1296.8	No
9500-WBGRP	Male	0	No	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.1	1268.85	No
5183-KLYEM	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	112.75	8192.6	No
5144-PQCDZ	Male	0	No	No	4	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	19.95	59.25	No
8514-VZHEB	Male	0	Yes	Yes	59	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	19.5	1147.85	No
6625-IUTTT	Male	0	No	No	67	Yes	No	DSL	Yes	No	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	65.55	4361.55	No
9355-NPPFS	Female	1	No	No	26	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	78.8	2006.1	No
0068-FIGTF	Female	0	No	No	27	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Mailed check	78.2	2078.95	No
5965-GGPRW	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	105.25	7609.75	No
8035-PWSEV	Female	0	No	No	6	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	89.25	487.05	No
2236-HILPA	Male	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.65	1218.45	No
1840-BIUOG	Male	0	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	One year	Yes	Electronic check	68.7	1416.2	No
1356-MKYSK	Male	0	No	No	6	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	No	Credit card (automatic)	78.65	483.3	No
6080-LNESI	Male	0	No	No	51	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	24.75	1234.6	No
1830-IPXVJ	Female	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	Two year	No	Credit card (automatic)	19.75	1311.6	No
5828-DWPIL	Male	1	Yes	No	62	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	89.1	5618.3	No
8398-TBIYD	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	84.7	6185.15	No
0011-IGKFF	Male	1	Yes	No	13	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98	1237.85	Yes
4192-GORJT	Male	0	Yes	No	5	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.45	498.1	Yes
6496-SLWHQ	Male	1	No	No	3	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105	294.45	Yes
9912-GVSEQ	Female	1	Yes	No	26	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	93.85	2381.55	Yes
2931-FSOHN	Male	1	No	No	13	Yes	No	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	59.9	788.35	No
9418-RUKPH	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.95	756.4	No
5383-MMTWC	Female	1	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84	613.4	Yes
9971-ZWPBF	Male	1	Yes	Yes	34	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	108.9	3625.2	No
4712-AUQZO	Male	0	No	No	18	No	No phone service	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Mailed check	33.6	550.35	No
9711-FJTBX	Male	0	Yes	Yes	56	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Mailed check	85.85	4793.8	No
2908-ZTPNF	Female	0	No	No	36	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	34.85	1267.2	No
7240-ETPTR	Female	0	Yes	No	9	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	48.75	442.2	Yes
2202-CUYXZ	Male	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	84.85	84.85	Yes
5995-OIGLP	Male	0	No	No	12	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	56.65	654.85	Yes
8421-WZOOW	Female	1	Yes	Yes	57	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	95.3	5567.45	No
6261-RCVNS	Female	0	No	No	42	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	73.9	3160.55	Yes
7951-QKZPL	Female	0	Yes	Yes	33	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	24.5	740.3	Yes
1414-YADCW	Male	0	Yes	No	70	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	84.6	5706.2	No
8756-RDDLT	Female	0	No	No	68	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	No	Electronic check	44.95	3085.35	No
2862-PFNIK	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.7	24.7	No
5816-QVHRX	Female	0	No	No	37	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	No	Credit card (automatic)	100.3	3541.4	No
4430-YHXGG	Female	0	No	Yes	4	Yes	Yes	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	25.45	84.2	No
6888-SBYAI	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.7	50.7	No
7395-XWZOY	Male	0	No	No	20	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	55	1165.55	No
7169-YWAMK	Male	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	Two year	No	Bank transfer (automatic)	68.4	4855.35	No
3640-PHQXK	Female	0	No	No	31	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	89.9	2806.9	Yes
6877-LGWXO	Male	1	Yes	No	18	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	78.55	1422.65	Yes
6859-RKMZJ	Male	0	Yes	No	11	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	55.05	608.15	No
2729-VNVAP	Female	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	Two year	No	Credit card (automatic)	19.8	641.35	No
2957-JIRMN	Female	1	No	No	62	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	One year	No	Electronic check	84.45	4959.15	No
2049-BAFNW	Female	0	No	No	1	No	No phone service	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	35.9	35.9	No
3842-QTGDL	Male	0	Yes	No	16	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	80.75	1321.3	No
7163-OCEQI	Male	0	Yes	Yes	22	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	78.65	1663.75	No
9782-LGXMC	Female	0	Yes	Yes	49	Yes	No	DSL	Yes	No	Yes	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	61.75	3024.15	No
5975-BAICR	Male	0	Yes	Yes	36	Yes	No	DSL	Yes	No	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	63.7	2188.5	No
8019-ENHXU	Male	0	Yes	No	42	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	99.45	4138.05	Yes
5167-GBFRE	Male	1	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	25.2	102.5	Yes
9033-EOXWV	Female	0	No	No	12	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	One year	No	Mailed check	74.05	872.65	Yes
4673-KKSLS	Female	0	No	No	31	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	87.6	2724.25	No
4853-OITSN	Male	0	Yes	No	5	Yes	Yes	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.15	413.25	No
9800-OUIGR	Male	0	Yes	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20	1374.2	No
1324-NLTJE	Female	1	No	No	15	Yes	Yes	DSL	No	No	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	55	757.1	Yes
2324-EFHVG	Male	0	No	No	64	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.4	6692.65	No
7094-MSZAO	Male	0	Yes	Yes	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	Yes	Credit card (automatic)	20.05	218.5	No
1522-VVDMG	Male	0	Yes	Yes	7	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	89.75	608.8	Yes
6907-CQGPN	Male	0	No	No	29	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	34.3	1004.75	No
0780-XNZFN	Male	0	No	No	57	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)	20.65	1125.6	No
0239-OXEXL	Female	0	No	No	46	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	84.25	3847.6	No
2675-IJRGJ	Male	0	No	No	53	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)	19.65	978	No
7049-GKVZY	Female	0	No	No	17	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	One year	No	Credit card (automatic)	79.85	1387.35	No
8577-QSOCG	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.2	746.05	No
3721-CNZHX	Male	0	No	No	15	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	19.8	304.6	No
0212-ISBBF	Female	0	No	No	22	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.35	1098.85	No
9185-TQCVP	Male	0	Yes	No	14	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.15	1139.2	Yes
3585-YNADK	Female	0	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	74.6	4368.95	No
5271-DBYSJ	Male	1	No	No	11	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	79.15	827.7	No
1099-GODLO	Female	0	Yes	Yes	1	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	20.35	20.35	No
6828-HMKWP	Male	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	Two year	No	Bank transfer (automatic)	21.05	262.05	No
5567-WSELE	Male	1	Yes	No	3	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.6	279.55	Yes
1472-TNCWL	Male	0	No	Yes	36	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.7	3512.5	No
8063-RJYNF	Male	0	No	No	16	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.25	1483.25	Yes
0687-ZVTHB	Male	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	One year	No	Credit card (automatic)	72.45	4653.85	Yes
2080-GKCWQ	Male	0	No	No	2	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	74.95	151.75	No
9661-ACXBS	Female	0	No	No	42	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.2	4400.75	Yes
2193-SFWQW	Male	0	Yes	Yes	72	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	111.95	8033.1	No
5656-JAMLX	Male	0	No	No	62	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)	19.85	1253.65	No
3462-BJQQA	Female	0	No	No	6	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	89.75	552.65	No
0442-TDYUO	Male	0	Yes	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.05	1036	No
6733-LRIZX	Male	0	No	No	35	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	108.95	4025.5	No

Subsets and Splits