Datasets:

abhijeet9888
/

customer_churn_dm

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Split (1)

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
50,201	0	4	Computer	1	13	Debit Card	Female	2	4	Fashion	3	Divorced	2	0	24	3	8	9	189
50,202	0	12	Computer	1	5	Credit Card	Male	2	4	Others	2	Divorced	2	0	null	9	13	3	293
50,203	1	2	Mobile Phone	3	9	Credit Card	Female	2	3	Laptop & Accessory	3	Divorced	5	1	18	1	1	0	152
50,204	0	6	Computer	3	16	E wallet	Male	2	4	Laptop & Accessory	2	Single	4	0	14	1	1	1	147
50,205	0	20	Mobile Phone	1	11	Debit Card	Male	2	3	Others	3	Divorced	5	0	11	null	1	1	283
50,206	0	16	Computer	1	16	Debit Card	Female	2	4	Laptop & Accessory	3	Married	2	0	11	0	1	0	153
50,207	0	0	Computer	3	6	E wallet	Male	3	3	Laptop & Accessory	4	Divorced	1	1	13	0	1	4	163
50,208	0	27	Computer	1	26	Debit Card	Female	2	3	Laptop & Accessory	3	Single	4	0	12	1	1	3	149
50,209	0	16	Mobile Phone	1	13	Debit Card	Female	2	3	Fashion	5	Divorced	9	0	16	1	1	0	200
50,210	0	18	Phone	1	14	UPI	Male	3	3	Laptop & Accessory	2	Divorced	10	0	14	7	9	8	137
50,211	0	13	Mobile Phone	3	6	Credit Card	Male	2	5	Laptop & Accessory	2	Divorced	3	1	22	1	1	2	175
50,212	1	null	Phone	1	14	UPI	Male	3	5	Mobile	5	Divorced	2	1	11	1	1	7	121
50,213	0	2	Phone	1	15	UPI	Male	1	4	Mobile Phone	2	Single	1	0	17	2	2	2	140
50,214	0	3	Mobile Phone	3	11	E wallet	Female	1	4	Laptop & Accessory	3	Married	2	0	13	0	1	2	161
50,215	0	0	Mobile Phone	3	14	E wallet	Female	2	3	Laptop & Accessory	4	Divorced	2	0	18	0	1	7	162
50,216	0	10	Mobile Phone	1	11	Credit Card	Male	3	3	Laptop & Accessory	2	Married	8	0	16	0	1	4	163
50,217	0	11	Mobile Phone	1	21	Debit Card	Male	3	4	Fashion	2	Married	1	1	14	1	2	null	215
50,218	0	4	Mobile Phone	1	13	Credit Card	Female	2	3	Fashion	2	Single	2	1	14	2	4	10	171
50,219	0	2	Mobile Phone	3	16	E wallet	Female	2	4	Laptop & Accessory	4	Married	2	1	14	0	1	7	183
50,220	0	8	Mobile Phone	1	11	COD	Male	3	3	Fashion	4	Single	1	0	13	0	1	13	181
50,221	0	0	Phone	1	32	Debit Card	Male	null	3	Mobile	2	Married	2	0	12	1	1	2	129
50,222	0	14	Mobile Phone	1	12	Credit Card	Male	3	4	Laptop & Accessory	4	Single	7	1	15	1	1	2	160
50,223	0	20	Computer	3	10	CC	Male	null	3	Laptop & Accessory	3	Single	4	0	19	0	1	0	130
50,224	0	15	Mobile Phone	1	29	Debit Card	Female	2	3	Grocery	2	Single	3	0	14	0	null	0	260
50,225	0	2	Computer	3	8	Debit Card	Male	3	3	Laptop & Accessory	3	Divorced	2	0	14	1	1	2	146
50,226	0	15	Phone	2	8	COD	Male	null	3	Mobile	3	Married	1	1	11	1	1	0	127
50,227	0	5	Phone	1	null	CC	Female	3	3	Mobile	4	Divorced	2	0	13	0	1	7	124
50,228	0	21	Mobile Phone	3	35	Credit Card	Female	3	3	Fashion	3	Divorced	4	0	21	0	1	null	225
50,229	0	10	Mobile Phone	1	12	Credit Card	Male	2	2	Laptop & Accessory	5	Married	5	1	13	2	6	7	160
50,230	0	3	Computer	3	31	COD	Female	2	3	Laptop & Accessory	3	Divorced	8	1	12	1	2	2	147
50,231	0	0	Mobile Phone	3	6	Debit Card	Male	2	3	Laptop & Accessory	3	Divorced	2	0	17	2	7	7	153
50,232	0	15	Mobile Phone	1	8	UPI	Male	3	4	Laptop & Accessory	2	Single	4	0	23	0	1	0	168
50,233	1	null	Computer	3	6	Cash on Delivery	Female	2	4	Mobile	4	Single	2	1	11	1	1	2	122
50,234	0	9	Computer	3	6	Credit Card	Female	2	3	Laptop & Accessory	2	Single	5	0	15	1	1	0	167
50,235	0	9	Computer	3	9	Credit Card	Male	2	4	Fashion	2	Divorced	5	0	11	0	1	12	197
50,236	0	30	Mobile Phone	1	6	Credit Card	Male	2	3	Laptop & Accessory	3	Divorced	3	0	11	1	1	2	168
50,237	0	null	Phone	1	16	Debit Card	Female	2	2	Mobile	3	Divorced	4	1	13	0	1	7	122
50,238	0	0	Computer	3	null	CC	Male	2	3	Mobile	2	Single	2	0	24	0	2	2	126
50,239	1	0	Phone	3	11	E wallet	Female	null	3	Mobile	3	Single	2	1	13	1	1	0	129
50,240	0	10	Phone	1	16	CC	Female	3	3	Mobile	5	Divorced	7	0	20	1	1	3	135
50,241	0	19	Computer	1	13	Credit Card	Female	1	3	Laptop & Accessory	3	Divorced	3	0	14	0	1	0	153
50,242	1	4	Computer	3	10	E wallet	Male	2	3	Laptop & Accessory	4	Single	2	0	18	7	7	7	194
50,243	0	23	Mobile Phone	1	16	Cash on Delivery	Male	3	4	Fashion	2	Single	7	0	15	0	1	3	205
50,244	1	3	Mobile Phone	3	28	E wallet	Male	3	4	Laptop & Accessory	3	Divorced	3	1	12	1	1	0	164
50,245	0	4	Phone	1	null	Debit Card	Male	2	4	Mobile	4	Single	1	1	16	1	2	2	127
50,246	1	0	Phone	3	18	Debit Card	Female	null	2	Mobile	4	Single	2	0	15	0	1	0	127
50,247	0	null	Phone	1	29	Debit Card	Male	2	3	Mobile	2	Single	10	0	16	1	1	2	122
50,248	0	8	Mobile Phone	1	15	Debit Card	Male	3	4	Laptop & Accessory	4	Single	10	0	19	1	1	0	165
50,249	0	0	Phone	1	6	Credit Card	Male	2	3	Mobile Phone	4	Married	2	0	11	0	1	4	138
50,250	0	1	Mobile Phone	3	15	Debit Card	Male	3	3	Laptop & Accessory	2	Single	2	0	16	1	1	7	153
50,251	0	22	Phone	1	13	UPI	Male	2	4	Fashion	3	Single	9	0	24	1	1	0	145
50,252	0	24	Phone	3	20	Debit Card	Female	2	3	Laptop & Accessory	2	Divorced	5	0	11	0	1	7	149
50,253	0	9	Phone	1	null	Debit Card	Female	3	3	Mobile	3	Divorced	5	0	13	1	2	2	125
50,254	1	0	Computer	3	25	E wallet	Male	3	2	Laptop & Accessory	2	Single	9	1	13	1	1	4	153
50,255	0	28	Mobile Phone	1	8	Debit Card	Female	3	3	Grocery	2	Single	3	1	13	null	1	2	267
50,256	0	0	Phone	3	16	E wallet	Female	3	3	Laptop & Accessory	3	Married	2	1	12	0	1	3	143
50,257	0	3	Phone	3	null	COD	Male	3	3	Mobile	4	Divorced	2	0	18	1	1	0	125
50,258	1	0	Computer	1	9	COD	Male	null	3	Mobile	5	Single	1	0	22	0	1	4	131
50,259	0	null	Phone	1	17	CC	Female	2	3	Mobile	4	Divorced	2	0	13	1	1	2	122
50,260	0	9	Mobile Phone	3	8	Credit Card	Male	3	4	Fashion	3	Divorced	2	0	13	9	9	0	176
50,261	1	null	Computer	1	10	COD	Male	2	3	Mobile	2	Single	19	1	23	1	1	0	123
50,262	0	10	Phone	1	20	Debit Card	Female	null	3	Mobile	5	Married	2	0	12	3	12	17	130
50,263	0	13	Mobile Phone	3	8	E wallet	Female	2	3	Laptop & Accessory	4	Married	8	0	12	0	1	3	157
50,264	0	15	Phone	1	null	Debit Card	Female	3	3	Mobile	5	Married	4	0	16	1	1	2	126
50,265	0	10	Phone	1	16	Debit Card	Male	2	3	Laptop & Accessory	4	Single	3	1	12	0	1	1	142
50,266	0	16	Mobile Phone	1	18	Debit Card	Male	2	4	Grocery	4	Married	2	0	11	0	null	9	243
50,267	0	13	Phone	1	8	CC	Female	3	4	Laptop & Accessory	3	Divorced	7	0	22	1	1	0	134
50,268	0	27	Mobile Phone	1	11	Credit Card	Male	2	3	Others	5	Divorced	5	0	null	1	1	2	294
50,269	0	7	Computer	3	10	E wallet	Female	3	3	Laptop & Accessory	3	Divorced	10	0	15	1	1	2	165
50,270	0	4	Phone	1	13	Credit Card	Female	2	3	Laptop & Accessory	5	Divorced	2	0	12	3	3	12	143
50,271	0	null	Computer	1	27	CC	Male	3	3	Mobile	2	Divorced	8	0	20	0	1	2	123
50,272	0	16	Phone	1	14	UPI	Female	3	3	Laptop & Accessory	3	Married	5	1	14	0	1	2	145
50,273	0	0	Phone	3	10	Debit Card	Female	2	4	Laptop & Accessory	2	Single	2	1	11	0	1	3	145
50,274	0	10	Computer	1	31	Credit Card	Female	3	3	Laptop & Accessory	3	Divorced	4	1	15	3	10	7	144
50,275	0	null	Phone	1	6	Debit Card	Male	3	4	Mobile	5	Divorced	2	0	12	0	3	2	122
50,276	0	12	Computer	1	6	Debit Card	Male	2	3	Others	3	Married	2	1	14	0	1	6	292
50,277	0	29	Computer	3	12	Debit Card	Female	2	2	Grocery	5	Divorced	10	0	11	2	null	7	232
50,278	0	3	Mobile Phone	3	18	COD	Female	2	3	Laptop & Accessory	3	Single	1	0	11	3	4	4	166
50,279	0	14	Mobile Phone	3	6	E wallet	Male	2	2	Fashion	5	Divorced	2	0	16	1	1	7	184
50,280	0	1	Phone	1	23	Credit Card	Male	3	3	Laptop & Accessory	5	Married	2	0	12	0	1	8	146
50,281	1	0	Phone	1	9	Credit Card	Male	3	3	Mobile Phone	5	Divorced	6	0	13	1	1	2	140
50,282	0	25	Mobile Phone	1	9	Credit Card	Male	2	4	Fashion	3	Divorced	3	1	14	0	1	4	180
50,283	0	18	Phone	1	null	Debit Card	Male	3	3	Mobile	2	Divorced	4	0	21	1	1	2	127
50,284	0	25	Mobile Phone	1	10	Debit Card	Female	1	3	Grocery	2	Divorced	3	0	13	null	1	4	266
50,285	0	15	Computer	1	35	Debit Card	Female	3	3	Laptop & Accessory	3	Married	3	0	11	1	1	2	146
50,286	0	3	Mobile Phone	1	8	Debit Card	Female	2	5	Laptop & Accessory	2	Single	3	0	20	0	1	2	161
50,287	0	30	Mobile Phone	1	13	Debit Card	Female	2	3	Others	5	Divorced	6	0	null	0	11	10	296
50,288	0	19	Phone	1	24	Credit Card	Female	2	3	Laptop & Accessory	3	Married	3	0	14	0	1	8	148
50,289	0	15	Computer	1	34	COD	Female	2	4	Laptop & Accessory	2	Divorced	1	0	11	0	1	4	145
50,290	1	0	Phone	3	6	COD	Female	3	3	Mobile	4	Single	2	1	16	1	1	4	132
50,291	1	0	Computer	3	null	E wallet	Female	2	5	Mobile	3	Married	1	0	16	1	1	0	124
50,292	0	null	Computer	1	8	Debit Card	Male	2	3	Mobile Phone	2	Divorced	2	1	23	1	1	0	117
50,293	0	13	Mobile Phone	3	8	Debit Card	Female	3	3	Others	3	Divorced	1	0	14	null	1	12	280
50,294	0	0	Phone	1	29	Debit Card	Female	null	3	Mobile	2	Married	2	0	22	1	1	2	129
50,295	0	null	Computer	1	9	Debit Card	Male	2	3	Mobile	2	Divorced	5	0	15	0	1	4	121
50,296	0	2	Mobile Phone	1	9	Credit Card	Male	3	4	Fashion	3	Divorced	2	0	18	1	1	null	219
50,297	1	0	Phone	1	null	COD	Female	3	4	Mobile	4	Divorced	6	0	16	0	1	1	125
50,298	1	0	Phone	2	null	COD	Male	2	4	Mobile	2	Single	2	0	12	1	1	0	126
50,299	0	3	Computer	3	28	UPI	Female	3	3	Fashion	5	Divorced	1	0	11	2	7	8	184
50,300	0	30	Mobile Phone	3	35	E wallet	Male	2	4	Grocery	2	Married	4	0	12	0	null	0	241

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