Datasets:

michaelmallari
/

retail-grocery-customers

id int64 0 11.2k	year_birth int64 1.89k 2k	education stringclasses 5 values	marital_status stringclasses 8 values	income float64 1.73k 667k ⌀	kid_home int64 0 2	teen_home int64 0 2	date_became_customer stringlengths 6 10	recency_last_purchase int64 0 99	spent_on_wine int64 0 1.49k	spent_on_fruit int64 0 199	spent_on_meat int64 0 1.73k	spent_on_fish int64 0 259	spent_on_sweets int64 0 263	spent_on_gold int64 0 362	num_deal_purchases int64 0 15	num_web_purchases int64 0 27	num_catalog_purchases int64 0 28	num_store_purchases int64 0 13	num_web_visits_month int64 0 20	accepted_mkt_campaign_1 int64 0 1	accepted_mkt_campaign_3 int64 0 1	accepted_mkt_campaign_4 int64 0 1	accepted_mkt_campaign_5 int64 0 1	complained int64 0 1	cost_contact int64 3 3	revenue_campaign int64 11 11	response int64 0 1
5,524	1,957	Graduation	Single	58,138	0	0	4/9/12	58	635	88	546	172	88	88	3	8	10	4	7	0	0	0	0	0	3	11	1
2,174	1,954	Graduation	Single	46,344	1	1	8/3/14	38	11	1	6	2	1	6	2	1	1	2	5	0	0	0	0	0	3	11	0
4,141	1,965	Graduation	Together	71,613	0	0	21-08-2013	26	426	49	127	111	21	42	1	8	2	10	4	0	0	0	0	0	3	11	0
6,182	1,984	Graduation	Together	26,646	1	0	10/2/14	26	11	4	20	10	3	5	2	2	0	4	6	0	0	0	0	0	3	11	0
5,324	1,981	PhD	Married	58,293	1	0	19-01-2014	94	173	43	118	46	27	15	5	5	3	6	5	0	0	0	0	0	3	11	0
7,446	1,967	Master	Together	62,513	0	1	9/9/13	16	520	42	98	0	42	14	2	6	4	10	6	0	0	0	0	0	3	11	0
965	1,971	Graduation	Divorced	55,635	0	1	13-11-2012	34	235	65	164	50	49	27	4	7	3	7	6	0	0	0	0	0	3	11	0
6,177	1,985	PhD	Married	33,454	1	0	8/5/13	32	76	10	56	3	1	23	2	4	0	4	8	0	0	0	0	0	3	11	0
4,855	1,974	PhD	Together	30,351	1	0	6/6/13	19	14	0	24	3	3	2	1	3	0	2	9	0	0	0	0	0	3	11	1
5,899	1,950	PhD	Together	5,648	1	1	13-03-2014	68	28	0	6	1	1	13	1	1	0	0	20	0	1	0	0	0	3	11	0
1,994	1,983	Graduation	Married	null	1	0	15-11-2013	11	5	5	6	0	2	1	1	1	0	2	7	0	0	0	0	0	3	11	0
387	1,976	Basic	Married	7,500	0	0	13-11-2012	59	6	16	11	11	1	16	1	2	0	3	8	0	0	0	0	0	3	11	0
2,125	1,959	Graduation	Divorced	63,033	0	0	15-11-2013	82	194	61	480	225	112	30	1	3	4	8	2	0	0	0	0	0	3	11	0
8,180	1,952	Master	Divorced	59,354	1	1	15-11-2013	53	233	2	53	3	5	14	3	6	1	5	6	0	0	0	0	0	3	11	0
2,569	1,987	Graduation	Married	17,323	0	0	10/10/12	38	3	14	17	6	1	5	1	1	0	3	8	0	0	0	0	0	3	11	0
2,114	1,946	PhD	Single	82,800	0	0	24-11-2012	23	1,006	22	115	59	68	45	1	7	6	12	3	1	0	0	1	0	3	11	1
9,736	1,980	Graduation	Married	41,850	1	1	24-12-2012	51	53	5	19	2	13	4	3	3	0	3	8	0	0	0	0	0	3	11	0
4,939	1,946	Graduation	Together	37,760	0	0	31-08-2012	20	84	5	38	150	12	28	2	4	1	6	7	0	0	0	0	0	3	11	0
6,565	1,949	Master	Married	76,995	0	1	28-03-2013	91	1,012	80	498	0	16	176	2	11	4	9	5	1	0	0	0	0	3	11	0
2,278	1,985	2n Cycle	Single	33,812	1	0	3/11/12	86	4	17	19	30	24	39	2	2	1	3	6	0	0	0	0	0	3	11	0
9,360	1,982	Graduation	Married	37,040	0	0	8/8/12	41	86	2	73	69	38	48	1	4	2	5	8	0	0	0	0	0	3	11	0
5,376	1,979	Graduation	Married	2,447	1	0	6/1/13	42	1	1	1,725	1	1	1	15	0	28	0	1	0	0	0	0	0	3	11	0
1,993	1,949	PhD	Married	58,607	0	1	23-12-2012	63	867	0	86	0	0	19	3	2	3	9	8	0	0	1	0	0	3	11	0
4,047	1,954	PhD	Married	65,324	0	1	11/1/14	0	384	0	102	21	32	5	3	6	2	9	4	0	0	0	0	0	3	11	0
1,409	1,951	Graduation	Together	40,689	0	1	18-03-2013	69	270	3	27	39	6	99	7	7	1	5	8	0	0	0	0	0	3	11	0
7,892	1,969	Graduation	Single	18,589	0	0	2/1/13	89	6	4	25	15	12	13	2	2	1	3	7	0	0	0	0	0	3	11	0
2,404	1,976	Graduation	Married	53,359	1	1	27-05-2013	4	173	4	30	3	6	41	4	5	1	4	7	0	0	0	0	0	3	11	0
5,255	1,986	Graduation	Single	null	1	0	20-02-2013	19	5	1	3	3	263	362	0	27	0	0	1	0	0	0	0	0	3	11	0
9,422	1,989	Graduation	Married	38,360	1	0	31-05-2013	26	36	2	42	20	21	10	2	2	1	4	3	0	0	0	0	0	3	11	0
1,966	1,965	PhD	Married	84,618	0	0	22-11-2013	96	684	100	801	21	66	0	1	6	9	10	2	0	0	0	1	0	3	11	0
6,864	1,989	Master	Divorced	10,979	0	0	22-05-2014	34	8	4	10	2	2	4	2	3	0	3	5	0	0	0	0	0	3	11	0
3,033	1,963	Master	Together	38,620	0	0	11/5/13	56	112	17	44	34	22	89	1	2	5	3	3	0	0	0	0	0	3	11	0
5,710	1,970	Graduation	Together	40,548	0	1	10/10/12	31	110	0	5	2	0	3	2	2	1	4	5	0	0	1	0	0	3	11	0
7,373	1,952	PhD	Divorced	46,610	0	2	29-10-2012	8	96	12	96	33	22	43	6	4	1	6	6	0	0	0	0	0	3	11	1
8,755	1,946	Master	Married	68,657	0	0	20-02-2013	4	482	34	471	119	68	22	1	3	5	9	7	0	0	0	0	0	3	11	0
10,738	1,951	Master	Single	49,389	1	1	29-08-2013	55	40	0	19	2	1	3	1	2	0	3	7	0	0	0	0	0	3	11	0
4,339	1,970	PhD	Married	67,353	0	1	31-12-2013	37	702	17	151	0	8	35	5	5	6	12	2	0	0	0	0	0	3	11	0
10,755	1,976	2n Cycle	Married	23,718	1	0	2/9/13	76	6	3	14	15	7	36	3	3	1	2	7	0	0	0	0	0	3	11	0
8,595	1,973	Graduation	Widow	42,429	0	1	11/2/14	99	55	0	6	2	0	4	2	1	1	3	5	0	0	0	0	0	3	11	0
2,968	1,943	PhD	Divorced	48,948	0	0	1/2/13	53	437	8	206	160	49	42	2	7	10	5	6	0	1	0	0	0	3	11	1
8,601	1,980	Graduation	Married	80,011	0	1	29-04-2013	3	421	76	536	82	178	102	2	8	6	5	4	0	0	0	0	0	3	11	0
503	1,985	Master	Married	20,559	1	0	12/3/13	88	13	1	29	3	0	7	2	2	0	3	8	0	0	0	0	0	3	11	0
8,430	1,957	Graduation	Together	21,994	0	1	24-12-2012	4	9	0	6	3	1	3	1	0	0	3	5	0	0	0	0	0	3	11	0
7,281	1,959	PhD	Single	null	0	0	5/11/13	80	81	11	50	3	2	39	1	1	3	4	2	0	0	0	0	0	3	11	0
2,139	1,975	Master	Married	7,500	1	0	2/10/13	19	3	1	10	3	2	12	3	2	0	3	5	0	0	0	0	0	3	11	0
1,371	1,976	Graduation	Single	79,941	0	0	28-06-2014	72	123	164	266	227	30	174	1	2	4	9	1	0	0	0	0	0	3	11	0
9,909	1,996	2n Cycle	Married	7,500	0	0	9/11/12	24	3	18	14	15	22	50	3	3	1	3	9	0	0	0	0	0	3	11	1
7,286	1,968	Graduation	Together	41,728	1	0	24-05-2013	92	13	6	15	3	5	13	1	2	0	2	10	0	0	0	0	0	3	11	0
7,244	1,951	Graduation	Single	null	2	1	1/1/14	96	48	5	48	6	10	7	3	2	1	4	6	0	0	0	0	0	3	11	0
6,566	1,954	PhD	Married	72,550	1	1	8/11/12	39	826	50	317	50	38	38	9	5	2	12	8	0	0	0	0	0	3	11	0
8,614	1,957	Graduation	Widow	65,486	0	1	12/5/14	29	245	19	125	37	67	14	1	4	2	10	2	0	0	0	0	0	3	11	0
4,114	1,964	Master	Married	79,143	0	0	11/8/12	2	650	37	780	27	167	32	1	6	9	13	3	0	0	0	0	0	3	11	0
1,331	1,977	Graduation	Single	35,790	1	0	2/1/13	54	12	6	20	30	1	3	2	2	0	3	7	0	0	0	0	0	3	11	0
2,225	1,977	Graduation	Divorced	82,582	0	0	7/6/14	54	510	120	550	156	40	241	1	4	9	7	1	1	1	0	0	0	3	11	1
9,381	1,978	Graduation	Married	66,373	1	1	12/6/13	57	328	9	124	12	24	109	7	4	2	10	3	0	0	0	0	0	3	11	0
6,260	1,955	Master	Together	82,384	0	0	19-11-2012	55	984	51	432	180	120	190	1	3	10	13	1	0	0	0	1	0	3	11	1
10,383	1,966	Graduation	Divorced	70,287	0	0	2/4/13	30	295	35	482	121	120	40	1	5	5	10	3	0	0	0	0	0	3	11	1
7,437	1,988	Graduation	Single	27,938	1	0	28-04-2014	31	13	0	8	2	1	5	1	1	0	4	3	0	0	0	0	0	3	11	0
8,557	1,982	Graduation	Single	null	1	0	17-06-2013	57	11	3	22	2	2	6	2	2	0	3	6	0	0	0	0	0	3	11	0
8,375	1,968	PhD	Married	55,954	0	1	3/3/14	63	447	0	28	0	0	43	3	8	2	6	7	0	0	0	0	0	3	11	0
6,853	1,982	Master	Single	75,777	0	0	4/7/13	12	712	26	538	69	13	80	1	3	6	11	1	0	0	1	1	0	3	11	1
3,076	1,975	Graduation	Together	66,653	1	1	7/9/12	18	452	18	102	16	18	6	4	4	2	12	3	0	0	0	0	0	3	11	0
1,012	1,952	Graduation	Single	61,823	0	1	18-02-2013	26	523	7	134	37	14	169	4	8	2	10	7	0	0	0	0	0	3	11	0
6,518	1,951	PhD	Widow	67,680	0	1	11/6/13	8	546	0	48	0	6	6	1	7	3	8	5	0	0	0	0	0	3	11	0
4,137	1,948	Graduation	Together	70,666	0	0	6/12/13	29	398	40	367	119	122	30	1	7	4	4	4	0	0	0	0	0	3	11	0
8,082	1,971	Graduation	Married	25,721	1	0	21-05-2013	75	1	3	6	3	6	15	1	1	1	2	7	0	0	0	0	0	3	11	1
1,386	1,967	Graduation	Together	32,474	1	1	11/5/14	0	10	0	1	0	0	0	1	1	0	2	7	0	0	0	0	0	3	11	0
9,369	1,979	2n Cycle	Single	88,194	0	1	19-03-2014	19	688	14	309	201	24	38	1	11	10	10	5	1	1	0	0	0	3	11	1
4,477	1,958	Graduation	Together	69,096	0	1	27-09-2013	4	247	49	159	7	82	109	1	5	2	10	4	0	0	0	0	0	3	11	0
1,357	1,970	Graduation	Together	74,854	1	2	8/4/13	90	856	59	487	58	29	73	7	2	5	5	5	0	0	0	0	0	3	11	0
1,402	1,954	Master	Married	66,991	0	0	11/9/12	1	496	36	460	189	60	12	3	4	8	6	3	0	0	0	0	0	3	11	0
10,629	1,973	2n Cycle	Married	null	1	0	14-09-2012	25	25	3	43	17	4	17	3	3	0	3	8	0	0	0	0	0	3	11	0
6,312	1,959	Graduation	Married	65,031	0	1	17-03-2013	29	258	107	291	84	37	86	4	10	3	13	7	0	0	0	0	0	3	11	0
8,132	1,975	PhD	Married	60,631	1	1	5/4/13	88	565	6	65	0	6	19	5	9	2	8	7	0	0	1	0	0	3	11	0
1,050	1,952	Graduation	Married	28,332	0	0	30-04-2014	58	14	10	13	4	15	9	1	2	1	4	2	0	0	0	0	0	3	11	0
5,846	1,977	Graduation	Divorced	40,246	1	0	19-12-2012	68	2	1	6	2	1	1	1	1	0	2	6	0	0	0	0	0	3	11	0
1,859	1,972	Master	Married	75,251	0	0	27-08-2012	34	721	111	925	97	18	18	1	7	6	5	5	0	0	0	0	0	3	11	1
7,503	1,976	Graduation	Single	75,825	0	0	12/10/12	40	1,032	105	779	137	105	51	0	5	8	9	4	0	1	0	0	0	3	11	1
10,401	1,976	2n Cycle	Together	26,326	0	0	4/9/13	12	1	0	5	0	3	9	1	0	0	3	3	0	0	0	0	1	3	11	0
1,618	1,965	Graduation	Together	56,046	0	0	2/1/13	9	577	0	64	0	0	51	2	10	1	8	8	0	1	0	0	0	3	11	1
3,332	1,985	Graduation	Single	29,760	1	0	29-08-2012	87	64	4	68	7	5	17	4	3	1	4	8	0	0	0	0	0	3	11	0
2,261	1,969	Graduation	Married	26,304	1	0	23-06-2013	5	4	1	5	2	0	4	1	1	0	2	7	0	0	0	0	0	3	11	0
5,346	1,973	2n Cycle	Married	23,559	1	0	3/7/13	87	25	5	19	7	0	23	3	3	0	3	7	0	0	0	0	0	3	11	0
4,119	1,963	Master	Together	38,620	0	0	11/5/13	56	112	17	44	34	22	89	1	2	5	3	3	0	0	0	0	0	3	11	0
535	1,987	Graduation	Divorced	81,361	0	0	25-02-2014	18	163	23	424	27	65	76	1	3	10	13	1	0	0	0	0	0	3	11	0
5,268	1,960	Graduation	Married	29,440	1	1	11/8/13	95	17	8	14	10	4	3	2	1	0	4	7	0	0	0	0	0	3	11	0
273	1,970	Master	Married	36,138	1	1	16-07-2013	48	130	0	16	0	0	5	5	3	1	4	7	0	0	1	0	0	3	11	0
4,452	1,957	Graduation	Single	50,388	0	1	28-05-2014	3	292	6	37	0	3	34	4	6	1	6	7	1	0	1	0	0	3	11	1
8,504	1,973	Graduation	Married	79,593	0	0	12/5/14	70	350	60	568	110	133	145	1	5	6	7	2	0	0	0	1	0	3	11	0
771	1,967	Graduation	Together	54,178	0	1	21-01-2014	79	135	9	39	4	0	7	1	2	2	5	2	0	0	0	0	0	3	11	0
8,996	1,957	PhD	Married	null	2	1	19-11-2012	4	230	42	192	49	37	53	12	7	2	8	9	0	0	0	0	0	3	11	0
9,235	1,957	Graduation	Single	null	1	1	27-05-2014	45	7	0	8	2	0	1	1	1	0	2	7	0	0	0	0	0	3	11	0
5,798	1,973	Master	Together	null	0	0	23-11-2013	87	445	37	359	98	28	18	1	2	4	8	1	0	0	0	0	0	3	11	0
11,178	1,972	Master	Single	42,394	1	0	23-03-2014	69	15	2	10	0	1	4	1	1	0	3	7	0	0	0	0	0	3	11	0
2,230	1,970	PhD	Married	23,626	1	0	24-05-2014	84	27	2	14	0	0	0	3	3	1	3	5	0	0	0	0	0	3	11	0
7,516	1,983	Graduation	Married	30,096	1	0	22-05-2014	30	5	3	11	12	5	9	1	2	0	3	6	0	0	0	0	0	3	11	0
7,247	1,960	Graduation	Widow	47,916	0	1	22-11-2012	72	505	0	26	0	0	75	5	7	4	6	6	0	0	1	0	0	3	11	0
11,100	1,972	Graduation	Divorced	51,813	1	1	11/4/13	37	51	2	7	0	1	2	2	2	0	3	7	0	0	0	0	0	3	11	0
4,646	1,951	2n Cycle	Married	78,497	0	0	1/12/13	44	207	26	447	75	0	223	1	5	7	12	2	1	0	0	0	0	3	11	0
3,037	1,983	PhD	Married	50,150	0	0	20-06-2013	32	135	46	92	65	61	11	2	5	2	7	5	0	0	0	0	0	3	11	0

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