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abhijeet9888
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customer_churn_dm

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train · 5.63k rows

CustomerID int64 50k 55.6k	Churn int64 0 1	Tenure float64 0 61 ⌀	PreferredLoginDevice stringclasses 3 values	CityTier int64 1 3	WarehouseToHome float64 5 127 ⌀	PreferredPaymentMode stringclasses 7 values	Gender stringclasses 2 values	HourSpendOnApp float64 0 5 ⌀	NumberOfDeviceRegistered int64 1 6	PreferedOrderCat stringclasses 6 values	SatisfactionScore int64 1 5	MaritalStatus stringclasses 3 values	NumberOfAddress int64 1 22	Complain int64 0 1	OrderAmountHikeFromlastYear float64 11 26 ⌀	CouponUsed float64 0 16 ⌀	OrderCount float64 1 16 ⌀	DaySinceLastOrder float64 0 46 ⌀	CashbackAmount int64 0 325
50,001	1	4	Mobile Phone	3	6	Debit Card	Female	3	3	Laptop & Accessory	2	Single	9	1	11	1	1	5	160
50,002	1	null	Phone	1	8	UPI	Male	3	4	Mobile	3	Single	7	1	15	0	1	0	121
50,003	1	null	Phone	1	30	Debit Card	Male	2	4	Mobile	3	Single	6	1	14	0	1	3	120
50,004	1	0	Phone	3	15	Debit Card	Male	2	4	Laptop & Accessory	5	Single	8	0	23	0	1	3	134
50,005	1	0	Phone	1	12	CC	Male	null	3	Mobile	5	Single	3	0	11	1	1	3	130
50,006	1	0	Computer	1	22	Debit Card	Female	3	5	Mobile Phone	5	Single	2	1	22	4	6	7	139
50,007	1	null	Phone	3	11	Cash on Delivery	Male	2	3	Laptop & Accessory	2	Divorced	4	0	14	0	1	0	121
50,008	1	null	Phone	1	6	CC	Male	3	3	Mobile	2	Divorced	3	1	16	2	2	0	123
50,009	1	13	Phone	3	9	E wallet	Male	null	4	Mobile	3	Divorced	2	1	14	0	1	2	127
50,010	1	null	Phone	1	31	Debit Card	Male	2	5	Mobile	3	Single	2	0	12	1	1	1	123
50,011	1	4	Mobile Phone	1	18	Cash on Delivery	Female	2	3	Others	3	Divorced	2	0	null	9	15	8	295
50,012	1	11	Mobile Phone	1	6	Debit Card	Male	3	4	Fashion	3	Single	10	1	13	0	1	0	154
50,013	1	0	Phone	1	11	COD	Male	2	3	Mobile	3	Single	2	1	13	2	2	2	134
50,014	1	0	Phone	1	15	CC	Male	3	4	Mobile	3	Divorced	1	1	17	0	1	0	134
50,015	1	9	Mobile Phone	3	15	Credit Card	Male	3	4	Fashion	2	Single	2	0	16	0	4	7	196
50,016	1	null	Phone	2	12	UPI	Male	3	3	Mobile	5	Married	5	1	22	1	1	2	121
50,017	1	0	Computer	1	12	Debit Card	Female	null	4	Mobile	2	Single	2	1	18	1	1	0	129
50,018	1	0	Mobile Phone	3	11	E wallet	Male	2	4	Laptop & Accessory	3	Single	2	1	11	1	1	3	157
50,019	1	0	Computer	1	13	Debit Card	Male	3	5	Laptop & Accessory	3	Single	2	1	24	1	1	6	161
50,020	1	19	Mobile Phone	1	20	Debit Card	Female	3	3	Mobile Phone	4	Divorced	10	1	18	1	4	3	150
50,021	1	0	Mobile Phone	3	12	Debit Card	Male	3	5	Laptop & Accessory	3	Divorced	5	1	18	6	7	7	162
50,022	1	20	Mobile Phone	1	29	Credit Card	Female	3	3	Fashion	2	Divorced	2	0	12	11	15	6	203
50,023	1	null	Mobile Phone	3	28	E wallet	Male	2	3	Mobile Phone	3	Single	2	1	19	0	1	0	117
50,024	1	0	Phone	3	26	Debit Card	Female	3	5	Laptop & Accessory	3	Divorced	4	1	11	1	2	2	146
50,025	1	14	Computer	1	14	Debit Card	Male	2	5	Fashion	2	Single	3	0	15	0	1	3	207
50,026	1	0	Phone	1	15	Credit Card	Female	2	3	Mobile Phone	5	Single	8	0	22	1	1	4	142
50,027	0	8	Mobile Phone	3	6	E wallet	Male	3	3	Fashion	4	Divorced	2	0	13	1	1	6	173
50,028	0	null	Phone	3	12	E wallet	Male	2	3	Laptop & Accessory	3	Divorced	3	1	20	0	4	5	123
50,029	0	18	Phone	1	null	Debit Card	Male	2	3	Laptop & Accessory	4	Married	9	0	18	1	1	15	123
50,030	0	5	Computer	3	14	E wallet	Female	2	3	Fashion	2	Single	2	0	14	2	3	7	190
50,031	0	2	Computer	1	6	COD	Male	2	3	Laptop & Accessory	3	Divorced	2	0	13	0	1	9	143
50,032	0	0	Mobile Phone	1	13	Credit Card	Male	2	4	Laptop & Accessory	3	Divorced	3	0	17	1	1	0	161
50,033	0	30	Phone	1	15	CC	Female	3	4	Mobile	4	Divorced	5	1	20	1	1	0	133
50,034	0	13	Mobile Phone	3	10	E wallet	Male	3	4	Fashion	2	Divorced	8	0	11	2	2	11	209
50,035	0	null	Computer	3	8	E wallet	Female	3	3	Mobile	3	Divorced	7	0	18	1	1	2	122
50,036	0	0	Phone	1	null	CC	Male	3	3	Mobile	2	Divorced	2	0	24	0	2	2	123
50,037	0	null	Computer	1	15	CC	Male	2	3	Mobile	4	Married	7	0	18	0	2	2	120
50,038	0	1	Phone	1	27	CC	Male	null	3	Mobile	2	Divorced	2	0	11	0	1	2	127
50,039	0	30	Mobile Phone	1	30	Debit Card	Male	2	2	Fashion	2	Married	4	1	16	1	1	4	194
50,040	0	0	Computer	1	null	CC	Male	3	4	Mobile	3	Married	2	1	15	0	1	1	126
50,041	0	23	Mobile Phone	1	17	Debit Card	Female	2	3	Others	4	Single	4	0	null	2	4	4	299
50,042	0	14	Phone	1	null	Debit Card	Male	2	3	Mobile	3	Married	5	0	12	1	1	8	125
50,043	0	3	Mobile Phone	3	11	Debit Card	Female	2	3	Fashion	2	Divorced	3	0	12	2	7	4	194
50,044	0	11	Mobile Phone	3	6	Debit Card	Female	2	4	Laptop & Accessory	2	Single	5	0	22	1	1	1	187
50,045	0	5	Phone	1	12	Debit Card	Male	null	3	Mobile	3	Single	4	0	20	0	1	4	130
50,046	0	0	Phone	1	23	COD	Male	null	3	Mobile	4	Divorced	1	1	16	1	1	1	131
50,047	1	0	Computer	3	null	COD	Female	3	5	Mobile	5	Single	1	0	21	1	1	0	123
50,048	0	null	Computer	1	9	CC	Male	1	3	Mobile	4	Single	5	0	12	4	7	2	121
50,049	0	3	Computer	1	15	CC	Male	null	3	Laptop & Accessory	5	Married	2	0	11	0	6	10	131
50,050	0	18	Mobile Phone	3	10	Debit Card	Female	1	3	Laptop & Accessory	5	Married	5	1	11	0	1	3	150
50,051	0	29	Phone	1	14	Debit Card	Female	3	3	Mobile Phone	5	Married	5	1	18	1	2	2	143
50,052	0	6	Phone	1	null	Debit Card	Male	2	3	Mobile	2	Single	1	0	14	0	1	2	125
50,053	1	0	Mobile Phone	1	8	Debit Card	Male	2	4	Mobile Phone	2	Single	2	0	22	0	1	0	111
50,054	0	19	Mobile Phone	3	6	E wallet	Female	3	3	Fashion	5	Married	2	0	25	4	15	7	205
50,055	0	null	Phone	1	15	Debit Card	Female	3	3	Mobile	2	Single	2	0	12	1	2	1	123
50,056	0	4	Phone	1	18	Credit Card	Female	3	3	Mobile Phone	2	Divorced	9	1	23	1	1	2	139
50,057	0	null	Phone	1	33	CC	Female	3	3	Mobile	4	Single	3	0	15	1	1	2	123
50,058	1	4	Phone	3	26	E wallet	Female	null	3	Mobile	4	Single	2	1	22	0	1	2	131
50,059	0	23	Phone	1	6	Credit Card	Male	2	4	Mobile Phone	3	Divorced	3	0	15	0	1	2	137
50,060	0	26	Phone	1	19	Credit Card	Female	2	2	Laptop & Accessory	5	Married	2	0	11	1	1	3	145
50,061	0	6	Phone	1	20	CC	Female	null	3	Mobile	4	Divorced	2	0	13	0	1	6	128
50,062	0	13	Mobile Phone	1	10	Credit Card	Female	2	3	Others	3	Divorced	2	0	14	null	9	9	290
50,063	0	28	Mobile Phone	1	20	Credit Card	Male	3	2	Others	4	Single	9	0	11	null	2	15	287
50,064	0	7	Computer	1	8	Debit Card	Male	2	4	Laptop & Accessory	3	Divorced	2	0	17	0	1	9	195
50,065	0	24	Mobile Phone	1	9	Credit Card	Female	3	3	Grocery	4	Single	4	0	18	0	null	0	237
50,066	0	25	Mobile Phone	1	6	Debit Card	Male	3	4	Others	3	Divorced	1	0	null	1	11	9	300
50,067	0	null	Phone	1	15	CC	Female	2	3	Mobile	4	Single	2	0	16	1	1	3	123
50,068	1	0	Mobile Phone	1	29	Debit Card	Male	2	4	Laptop & Accessory	3	Divorced	4	1	13	1	1	1	159
50,069	0	null	Computer	1	13	CC	Male	2	2	Mobile	2	Married	5	0	14	0	2	2	121
50,070	0	18	Computer	1	8	Credit Card	Male	3	4	Grocery	2	Divorced	10	0	23	null	11	8	268
50,071	0	10	Phone	1	27	Debit Card	Male	3	2	Mobile Phone	5	Divorced	2	1	12	0	1	7	136
50,072	0	8	Computer	1	8	Credit Card	Female	2	3	Laptop & Accessory	4	Single	6	0	11	1	1	2	144
50,073	0	15	Computer	1	27	Credit Card	Female	2	3	Laptop & Accessory	3	Married	3	0	16	0	1	2	153
50,074	0	11	Mobile Phone	1	8	Debit Card	Male	2	3	Laptop & Accessory	3	Divorced	10	0	14	0	1	0	166
50,075	0	11	Mobile Phone	1	35	COD	Male	2	3	Laptop & Accessory	2	Divorced	4	0	18	0	1	7	163
50,076	0	0	Computer	1	6	COD	Male	2	4	Laptop & Accessory	5	Divorced	6	0	19	0	2	0	143
50,077	0	22	Computer	1	24	Debit Card	Male	3	3	Laptop & Accessory	2	Married	2	1	15	0	1	7	168
50,078	0	7	Computer	1	16	Credit Card	Male	2	3	Mobile Phone	3	Married	2	1	17	2	2	0	138
50,079	0	13	Phone	1	25	CC	Male	null	3	Laptop & Accessory	2	Divorced	9	1	15	1	3	7	127
50,080	1	1	Mobile Phone	1	35	Credit Card	Male	3	3	Laptop & Accessory	5	Divorced	8	1	19	0	1	0	167
50,081	1	0	Mobile Phone	3	33	E wallet	Female	2	3	Fashion	2	Divorced	2	0	22	1	1	9	176
50,082	0	0	Phone	1	null	Debit Card	Male	2	2	Mobile	4	Married	2	1	16	0	2	2	123
50,083	0	null	Computer	1	24	CC	Female	3	3	Mobile	2	Single	2	0	13	1	1	7	122
50,084	0	13	Computer	1	15	Debit Card	Male	3	4	Laptop & Accessory	2	Divorced	10	0	14	1	1	2	149
50,085	0	19	Mobile Phone	1	6	Credit Card	Male	3	3	Fashion	5	Married	8	0	16	0	1	3	194
50,086	1	0	Mobile Phone	3	10	Credit Card	Male	2	5	Fashion	2	Divorced	2	0	11	7	9	8	204
50,087	0	3	Computer	1	6	Debit Card	Male	2	4	Fashion	3	Single	2	0	22	2	5	8	185
50,088	0	0	Computer	3	26	Debit Card	Female	2	3	Laptop & Accessory	3	Single	2	0	14	1	1	7	200
50,089	0	24	Mobile Phone	1	14	Debit Card	Male	2	4	Fashion	4	Divorced	6	0	16	1	4	null	225
50,090	1	0	Phone	1	null	COD	Female	2	3	Mobile	5	Single	6	1	11	1	1	4	127
50,091	0	14	Mobile Phone	3	12	Debit Card	Female	3	3	Fashion	2	Single	4	1	18	0	null	0	236
50,092	1	0	Computer	3	32	E wallet	Female	2	4	Laptop & Accessory	5	Single	6	0	15	0	1	1	167
50,093	1	null	Phone	1	6	Cash on Delivery	Male	2	3	Mobile	3	Single	1	0	14	0	1	5	121
50,094	0	18	Computer	3	12	Credit Card	Female	2	4	Fashion	2	Single	7	0	12	12	12	8	189
50,095	0	27	Mobile Phone	3	9	E wallet	Female	2	3	Laptop & Accessory	5	Divorced	3	0	14	1	1	5	159
50,096	0	9	Mobile Phone	1	11	Debit Card	Male	3	3	Laptop & Accessory	4	Single	9	0	16	0	3	7	159
50,097	0	6	Phone	1	null	CC	Female	2	4	Mobile	4	Divorced	7	0	21	0	1	1	126
50,098	0	10	Computer	1	17	UPI	Male	2	3	Fashion	2	Married	2	1	14	0	1	null	222
50,099	0	11	Mobile Phone	3	9	Debit Card	Male	3	3	Fashion	3	Married	1	0	12	1	5	13	206
50,100	0	4	Computer	1	6	Credit Card	Male	2	5	Laptop & Accessory	3	Divorced	1	0	12	1	1	4	143

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