Split (1)

train · 150k rows

customer_id stringlengths 10 10	segment stringclasses 5 values	avg_order_value_ngn float64 1k 5M	purchase_frequency stringclasses 4 values	total_orders int64 1 100	total_spend_ngn float64 1k 5M	last_purchase_days_ago int64 1 365	churn_risk stringclasses 3 values	lifetime_value_ngn float64 10k 5M	preferred_category stringclasses 10 values	seasonal_buyer bool 2 classes
CUST861944	mid_tier	132,276.86	medium	60	81,812.1	198	high	2,041,786.55	Electronics	true
CUST274672	mid_tier	86,511.71	medium	39	150,005.42	156	low	4,686,952.74	Health	true
CUST747499	mid_tier	142,486.71	medium	54	69,688.01	247	medium	4,842,967.15	Fashion	false
CUST495135	high_value	255,176.22	medium	67	282,373.82	133	low	2,739,820.67	Automotive	false
CUST351851	high_value	345,767.53	medium	65	239,605.53	177	medium	1,284,692.26	Baby & Kids	false
CUST488203	mid_tier	87,261.65	medium	63	141,361.21	148	low	2,556,756.08	Home & Living	false
CUST240738	budget	10,348.01	low	52	12,324.6	31	low	1,120,519.42	Automotive	false
CUST210517	premium	3,011,011.86	high	65	1,002,581.08	266	low	3,892,949.25	Books & Media	false
CUST330671	budget	43,964.13	low	91	13,315.35	196	medium	2,467,653.69	Fashion	false
CUST220638	high_value	487,223.92	medium	38	324,189.14	279	medium	1,691,294.26	Sports & Outdoors	false
CUST854514	high_value	442,186.28	medium	46	377,336.87	243	low	2,111,876.26	Sports & Outdoors	false
CUST340468	mid_tier	185,475.06	medium	21	179,931.55	170	low	2,268,570.07	Health	false
CUST269958	occasional	8,109.72	very_low	48	9,770.46	306	medium	3,460,789.74	Sports & Outdoors	false
CUST938220	mid_tier	157,540.03	medium	12	139,876.31	26	medium	2,492,721.12	Books & Media	false
CUST285560	mid_tier	98,241.74	medium	6	93,784.7	249	low	1,102,595.16	Sports & Outdoors	false
CUST118824	premium	3,108,170.31	high	41	2,678,160.72	107	low	4,498,643.22	Electronics	false
CUST782284	mid_tier	174,596.14	medium	89	88,867.55	49	low	4,183,309.94	Sports & Outdoors	true
CUST435025	mid_tier	92,151.52	medium	58	89,269.08	168	low	134,077.8	Groceries	true
CUST434326	premium	1,618,233.56	high	50	1,434,516.1	342	medium	2,629,633.69	Electronics	true
CUST916588	budget	44,828.61	low	90	25,257.32	303	medium	4,822,504.23	Automotive	false
CUST176483	occasional	7,562.44	very_low	23	5,292.62	174	medium	3,574,220.19	Electronics	false
CUST947388	occasional	9,472.96	very_low	22	2,979.55	333	low	2,810,696.66	Fashion	true
CUST157057	premium	3,706,220.11	high	9	2,920,496.57	208	low	4,228,557.69	Fashion	false
CUST228542	mid_tier	138,599.88	medium	73	156,981.02	271	low	3,939,088.8	Health	true
CUST928567	mid_tier	154,986.35	medium	82	169,656.28	287	low	467,741.06	Fashion	true
CUST181518	budget	33,138.74	low	5	33,393.63	314	medium	959,642.14	Groceries	false
CUST421686	mid_tier	124,355.43	medium	67	69,010.05	66	medium	4,698,801.37	Fashion	false
CUST975578	mid_tier	179,729.63	medium	98	191,304.04	278	low	2,112,570.46	Automotive	false
CUST685493	high_value	454,129.29	medium	73	259,329.22	84	high	345,782.36	Fashion	true
CUST693956	mid_tier	198,192.08	medium	26	110,815.31	154	high	728,516.07	Beauty & Personal Care	false
CUST452681	occasional	9,720.34	very_low	54	2,741.49	264	medium	2,886,408.81	Home & Living	true
CUST386139	high_value	330,403.26	medium	83	385,634.84	280	low	4,714,532.78	Books & Media	true
CUST470025	premium	597,596.89	high	91	3,704,152.32	17	low	3,719,170.88	Home & Living	true
CUST404850	mid_tier	174,247.11	medium	42	168,054.69	107	low	3,894,660.13	Sports & Outdoors	false
CUST938243	mid_tier	182,256.13	medium	95	110,830.35	180	medium	2,520,587.97	Books & Media	false
CUST293005	high_value	494,644.93	medium	39	264,711.95	235	low	2,885,677.44	Home & Living	true
CUST126010	mid_tier	53,213.24	medium	12	83,403.8	360	low	3,278,031.75	Electronics	false
CUST414453	mid_tier	149,381.92	medium	34	135,867.22	322	low	2,061,993.05	Health	true
CUST928060	mid_tier	183,986.29	medium	92	110,524.64	240	high	3,284,448.79	Baby & Kids	false
CUST589138	budget	21,956.99	low	20	26,980	153	low	3,475,169.64	Home & Living	true
CUST984928	high_value	458,133.22	medium	99	498,351.76	145	low	3,260,335.71	Books & Media	false
CUST338280	premium	3,518,261.19	high	56	1,044,264.8	283	medium	4,646,786.01	Groceries	false
CUST359547	mid_tier	184,111.38	medium	91	101,009.28	71	low	15,372.19	Baby & Kids	true
CUST709103	premium	2,185,750.97	high	89	3,229,279.22	36	low	1,055,051.56	Home & Living	false
CUST647364	budget	38,875.51	low	6	20,703.83	82	low	4,303,470.7	Baby & Kids	true
CUST794343	mid_tier	118,749.17	medium	31	129,347.61	5	medium	3,628,793.21	Health	false
CUST419858	budget	29,305.39	low	95	47,840.74	255	low	1,836,868.06	Baby & Kids	false
CUST426872	high_value	285,512.41	medium	4	200,637.78	228	low	3,277,688.39	Health	false
CUST224800	high_value	381,971.96	medium	64	253,465.42	331	low	538,715.87	Health	false
CUST762925	mid_tier	175,491.79	medium	14	62,144.17	34	low	785,426.52	Baby & Kids	true
CUST171548	budget	26,880.99	low	26	47,569.23	35	low	1,416,836.89	Groceries	false
CUST616034	budget	36,410.48	low	79	28,908.83	137	low	2,915,755.96	Baby & Kids	false
CUST455159	budget	17,150.62	low	58	17,139.17	110	medium	3,191,136.89	Fashion	true
CUST400470	mid_tier	87,634.16	medium	64	168,538.33	36	high	174,193.07	Automotive	false
CUST337214	mid_tier	123,060.78	medium	80	109,757.06	44	low	1,069,790.65	Fashion	true
CUST722792	mid_tier	89,978.04	medium	21	143,333.49	78	low	1,167,901.64	Automotive	false
CUST230430	high_value	219,448.37	medium	24	251,919.31	140	low	1,837,476.76	Books & Media	false
CUST606009	mid_tier	132,937.88	medium	34	181,136.33	9	low	586,764.89	Automotive	true
CUST798849	high_value	312,617.07	medium	9	497,319.43	103	low	4,622,012.35	Electronics	false
CUST564207	budget	41,308.65	low	66	48,865.81	92	medium	4,308,689.28	Electronics	true
CUST575364	budget	23,563.7	low	4	37,802.61	158	low	3,883,874.57	Books & Media	true
CUST595433	premium	1,092,390.02	high	90	1,551,660.77	251	low	1,014,730.32	Fashion	false
CUST315705	budget	40,325.61	low	11	36,600.58	92	low	4,086,513.28	Groceries	false
CUST651875	budget	18,877.47	low	93	20,596.48	62	medium	1,965,494.66	Electronics	true
CUST823500	mid_tier	125,202.97	medium	22	75,693.24	97	low	1,428,447.59	Groceries	true
CUST515100	budget	41,754.58	low	31	16,470.98	48	low	3,566,396.84	Beauty & Personal Care	false
CUST149175	mid_tier	179,344.73	medium	20	83,463.44	102	low	2,492,486.82	Beauty & Personal Care	true
CUST563377	high_value	303,837.07	medium	75	476,601.68	83	low	3,869,082.06	Groceries	false
CUST405895	mid_tier	67,022.56	medium	14	108,649.02	106	low	1,255,830.04	Groceries	true
CUST962091	high_value	374,238.73	medium	52	456,323.24	333	low	979,688.26	Electronics	false
CUST177704	mid_tier	120,114.16	medium	84	74,264.09	308	low	4,068,775.3	Automotive	true
CUST488731	budget	26,203.09	low	12	44,831.49	136	low	4,396,869.17	Electronics	true
CUST448838	high_value	468,653.29	medium	32	363,740.22	45	medium	2,286,509.63	Books & Media	false
CUST972125	budget	46,453.2	low	3	25,647.59	158	low	4,815,385.28	Home & Living	true
CUST597055	mid_tier	57,105.15	medium	99	149,130.2	126	medium	2,029,345.34	Beauty & Personal Care	false
CUST992144	mid_tier	156,878.12	medium	15	186,763.38	354	low	2,752,157.03	Home & Living	true
CUST710120	budget	30,918.28	low	48	28,947.03	222	medium	4,544,340.71	Health	false
CUST869015	premium	3,116,041.84	high	7	4,093,895	56	medium	906,812.24	Books & Media	true
CUST588615	premium	1,014,368.22	high	6	4,044,897.17	336	low	2,835,254.87	Books & Media	false
CUST984253	mid_tier	100,274.18	medium	81	100,728.71	223	high	4,126,235.67	Automotive	false
CUST578913	budget	25,158.39	low	34	18,821.19	62	low	4,182,857.28	Automotive	false
CUST738895	occasional	3,585.53	very_low	60	1,480.74	45	low	298,510.98	Electronics	false
CUST665824	mid_tier	117,362.82	medium	86	138,834.91	102	low	558,336.07	Baby & Kids	false
CUST439555	mid_tier	136,562.23	medium	65	176,989.8	179	low	2,844,184.85	Electronics	false
CUST537596	high_value	363,684	medium	23	347,114.74	152	medium	950,999.45	Electronics	false
CUST734274	mid_tier	115,311.87	medium	88	126,475.5	304	low	298,045.63	Beauty & Personal Care	false
CUST312715	high_value	463,452.09	medium	37	201,233.17	242	low	3,412,693.06	Health	false
CUST916893	mid_tier	79,581.85	medium	75	182,707.19	320	low	1,334,619.63	Fashion	false
CUST919572	premium	1,838,963.86	high	7	2,136,071.78	349	high	2,338,812.36	Fashion	false
CUST192319	budget	39,979.73	low	100	22,195.58	346	low	3,648,771.52	Books & Media	false
CUST943462	high_value	250,522.15	medium	55	480,164.87	215	medium	2,875,391.56	Sports & Outdoors	true
CUST111419	premium	3,985,641.43	high	61	4,030,978.84	275	medium	1,625,009.09	Groceries	false
CUST571673	budget	37,264.94	low	83	45,611.27	17	medium	887,382.05	Electronics	true
CUST825278	occasional	7,200.5	very_low	45	8,415.62	108	medium	4,375,879.29	Home & Living	true
CUST205620	high_value	232,735.69	medium	91	373,369.89	343	low	3,218,609.16	Electronics	false
CUST500538	premium	3,292,179.94	high	27	1,811,689.33	210	low	4,979,095.28	Fashion	false
CUST728315	budget	36,174.27	low	59	44,494.94	124	medium	1,993,430.15	Health	false
CUST192571	mid_tier	62,238.85	medium	76	164,508.89	202	low	2,751,106.06	Home & Living	false
CUST840699	budget	43,946.73	low	43	28,115.51	155	low	3,921,317.2	Groceries	false
CUST773394	mid_tier	110,057.49	medium	85	151,987.11	182	low	831,506.11	Groceries	false

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