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uci-bank

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train · 4.52k rows

age int64 19 87	job stringclasses 12 values	marital stringclasses 3 values	education stringclasses 4 values	default stringclasses 2 values	balance int64 -3,313 71.2k	housing stringclasses 2 values	loan stringclasses 2 values	contact stringclasses 3 values	day int64 1 31	month stringclasses 12 values	duration int64 4 3.03k	campaign int64 1 50	pdays int64 -1 871	previous int64 0 25	poutcome stringclasses 4 values	y class label 2 classes
29	services	married	secondary	no	3	yes	no	cellular	10	jul	183	1	-1	0	unknown	0no
40	technician	single	tertiary	no	445	yes	no	cellular	24	jul	631	1	-1	0	unknown	0no
32	management	divorced	tertiary	no	874	no	no	cellular	12	aug	1,282	6	-1	0	unknown	1yes
48	blue-collar	married	secondary	no	705	no	no	unknown	13	may	108	2	-1	0	unknown	0no
59	retired	married	unknown	no	1,033	no	no	unknown	11	jun	1,199	1	-1	0	unknown	1yes
35	self-employed	divorced	tertiary	no	1,354	yes	no	unknown	23	may	736	2	-1	0	unknown	1yes
33	technician	single	tertiary	no	123	no	no	cellular	19	aug	264	1	-1	0	unknown	0no
55	retired	married	primary	no	8,894	no	no	unknown	11	jun	262	1	-1	0	unknown	0no
41	blue-collar	married	secondary	no	429	yes	no	unknown	13	may	244	1	-1	0	unknown	0no
42	housemaid	married	primary	no	14,752	no	no	unknown	19	may	107	2	-1	0	unknown	0no
46	blue-collar	married	primary	no	67	no	no	unknown	24	jun	9	1	-1	0	unknown	0no
35	housemaid	divorced	secondary	no	39	no	no	cellular	31	jul	149	2	-1	0	unknown	0no
28	technician	single	tertiary	no	102	no	no	cellular	28	jan	321	2	-1	0	unknown	0no
25	student	single	secondary	no	1,790	no	no	cellular	17	apr	224	1	322	3	failure	0no
56	management	single	tertiary	no	15,311	no	no	cellular	29	apr	157	6	-1	0	unknown	0no
30	admin.	single	secondary	no	-635	no	no	cellular	25	jul	250	1	-1	0	unknown	0no
45	blue-collar	married	secondary	no	115	no	no	cellular	11	aug	209	4	-1	0	unknown	0no
40	management	married	tertiary	no	10,786	no	no	unknown	20	jun	111	3	-1	0	unknown	0no
40	blue-collar	married	secondary	no	498	yes	no	cellular	8	may	55	2	298	4	failure	0no
39	blue-collar	married	secondary	no	1,045	yes	yes	cellular	9	jul	290	13	-1	0	unknown	0no
48	entrepreneur	married	tertiary	no	810	no	no	unknown	6	jun	383	1	-1	0	unknown	0no
31	technician	single	tertiary	no	-162	yes	no	cellular	18	may	380	1	-1	0	unknown	0no
32	management	married	tertiary	no	55	no	no	cellular	2	feb	124	3	-1	0	unknown	0no
34	services	married	secondary	no	586	yes	yes	unknown	8	may	224	2	-1	0	unknown	0no
26	technician	single	secondary	no	455	no	no	cellular	29	jan	240	1	182	8	other	0no
31	management	married	tertiary	no	1,010	yes	no	cellular	15	may	385	3	364	9	other	0no
37	management	single	tertiary	no	509	yes	no	cellular	6	may	133	1	-1	0	unknown	0no
29	student	single	unknown	no	2,929	no	no	cellular	11	aug	91	1	-1	0	unknown	0no
57	technician	married	secondary	no	3,071	yes	yes	cellular	7	may	63	3	-1	0	unknown	0no
47	management	single	tertiary	no	153	yes	no	cellular	18	nov	192	2	-1	0	unknown	0no
38	self-employed	single	secondary	no	1,146	yes	no	unknown	21	may	91	2	-1	0	unknown	0no
48	blue-collar	married	primary	no	1,092	no	yes	cellular	18	nov	79	1	172	8	failure	0no
50	management	married	tertiary	no	3,463	no	yes	cellular	28	oct	96	1	-1	0	unknown	1yes
33	admin.	married	secondary	no	1,158	yes	no	cellular	20	apr	25	2	-1	0	unknown	0no
28	admin.	single	secondary	no	26	yes	no	cellular	7	may	227	2	-1	0	unknown	0no
30	services	single	secondary	no	566	no	no	cellular	5	feb	110	1	-1	0	unknown	0no
52	technician	divorced	secondary	no	204	no	no	cellular	7	aug	134	2	-1	0	unknown	0no
36	technician	married	secondary	no	480	no	no	cellular	20	oct	213	1	-1	0	unknown	1yes
36	technician	single	secondary	no	1,855	yes	no	cellular	4	feb	75	1	273	1	failure	0no
46	services	married	secondary	no	1,034	no	no	cellular	8	aug	109	2	-1	0	unknown	0no
57	management	married	tertiary	no	3,250	no	no	cellular	20	aug	162	3	-1	0	unknown	0no
28	management	single	secondary	no	1,633	no	no	cellular	5	jun	275	1	-1	0	unknown	1yes
46	services	married	secondary	no	0	yes	no	cellular	22	jun	154	1	124	1	other	0no
55	retired	married	primary	no	3,334	no	no	cellular	14	aug	632	4	-1	0	unknown	1yes
33	management	married	tertiary	no	4,020	yes	yes	cellular	15	apr	251	1	-1	0	unknown	0no
53	management	married	secondary	no	66	no	yes	telephone	8	jul	141	1	-1	0	unknown	0no
41	technician	single	secondary	no	-41	yes	yes	cellular	3	apr	154	1	-1	0	unknown	0no
60	blue-collar	married	secondary	no	322	yes	no	cellular	7	may	63	1	-1	0	unknown	0no
35	entrepreneur	married	primary	no	2,643	no	yes	cellular	8	jul	259	1	-1	0	unknown	0no
43	blue-collar	divorced	primary	no	49	yes	no	unknown	9	may	100	1	-1	0	unknown	0no
57	admin.	divorced	primary	no	1	no	no	unknown	15	may	17	10	-1	0	unknown	0no
46	admin.	married	secondary	no	3,098	yes	no	telephone	21	nov	192	9	-1	0	unknown	0no
31	blue-collar	married	primary	no	352	yes	no	unknown	19	may	97	9	-1	0	unknown	0no
53	technician	married	secondary	no	65	no	no	cellular	25	aug	41	2	-1	0	unknown	0no
35	blue-collar	married	secondary	no	1,949	yes	no	unknown	2	jun	200	3	-1	0	unknown	0no
32	admin.	single	secondary	no	739	yes	no	cellular	20	nov	91	3	-1	0	unknown	0no
48	management	married	tertiary	no	1,167	yes	yes	cellular	1	jun	264	1	-1	0	unknown	1yes
50	admin.	married	secondary	no	231	yes	no	cellular	21	nov	397	2	-1	0	unknown	0no
40	blue-collar	married	primary	no	1,136	yes	no	unknown	21	may	86	1	-1	0	unknown	0no
42	entrepreneur	married	tertiary	no	233	no	no	cellular	5	feb	446	1	-1	0	unknown	0no
59	admin.	married	secondary	no	817	no	no	cellular	9	apr	304	1	-1	0	unknown	0no
27	blue-collar	single	primary	no	1,128	yes	no	unknown	30	jun	88	4	-1	0	unknown	0no
32	management	single	tertiary	no	1,831	yes	no	cellular	20	apr	86	2	-1	0	unknown	0no
35	technician	single	secondary	no	450	yes	no	cellular	13	may	63	1	-1	0	unknown	0no
28	services	married	secondary	no	0	yes	no	cellular	5	may	335	2	281	8	failure	0no
37	management	divorced	secondary	no	414	no	no	cellular	29	jan	293	2	162	4	failure	0no
57	management	married	primary	no	1,052	yes	no	unknown	13	may	227	4	-1	0	unknown	0no
42	admin.	single	secondary	no	1,022	yes	no	unknown	5	may	146	2	-1	0	unknown	0no
55	admin.	married	primary	no	343	yes	no	cellular	14	jul	276	3	-1	0	unknown	0no
52	management	married	tertiary	no	1,944	yes	no	cellular	15	apr	238	3	323	2	failure	0no
26	blue-collar	single	secondary	no	-32	yes	yes	cellular	31	jul	14	6	-1	0	unknown	0no
52	technician	married	secondary	no	1,781	yes	no	unknown	19	may	144	2	-1	0	unknown	0no
26	management	single	tertiary	no	350	no	no	cellular	8	jul	367	1	-1	0	unknown	0no
33	unemployed	married	secondary	no	2	yes	no	cellular	16	jul	132	1	-1	0	unknown	0no
24	blue-collar	single	primary	no	111	yes	yes	unknown	27	may	42	4	-1	0	unknown	0no
37	management	divorced	tertiary	no	168	yes	no	unknown	5	jun	227	1	-1	0	unknown	0no
28	technician	single	secondary	no	3	no	no	telephone	18	may	40	8	349	6	failure	0no
30	technician	single	secondary	no	102	yes	no	unknown	7	may	614	2	-1	0	unknown	0no
33	blue-collar	married	primary	no	0	yes	no	unknown	15	may	270	1	-1	0	unknown	0no
55	unknown	married	primary	no	159	no	no	unknown	4	sep	15	1	-1	0	unknown	0no
33	blue-collar	married	secondary	no	1,134	yes	no	unknown	23	may	304	2	-1	0	unknown	0no
42	blue-collar	married	secondary	no	352	yes	no	cellular	11	may	79	3	-1	0	unknown	0no
37	management	married	tertiary	no	865	yes	no	cellular	3	jun	101	1	-1	0	unknown	0no
59	blue-collar	married	primary	no	179	yes	no	unknown	5	may	55	3	-1	0	unknown	0no
27	blue-collar	single	secondary	no	5	yes	no	unknown	19	may	205	3	-1	0	unknown	0no
23	student	married	tertiary	yes	-230	yes	no	cellular	18	may	259	2	-1	0	unknown	0no
51	management	divorced	tertiary	no	0	no	no	cellular	13	aug	60	2	-1	0	unknown	0no
50	blue-collar	married	primary	no	3,924	yes	no	cellular	20	apr	122	2	-1	0	unknown	0no
43	technician	married	secondary	no	764	yes	no	cellular	14	jul	557	5	-1	0	unknown	0no
37	blue-collar	divorced	primary	no	511	yes	no	telephone	11	may	42	1	-1	0	unknown	0no
34	management	single	tertiary	no	4,348	yes	no	cellular	28	aug	373	8	-1	0	unknown	0no
41	management	married	tertiary	no	3,016	yes	no	cellular	14	jul	80	3	-1	0	unknown	0no
26	student	single	secondary	no	279	no	no	cellular	7	may	239	3	-1	0	unknown	0no
49	management	divorced	tertiary	no	1,405	no	no	unknown	8	jun	29	1	-1	0	unknown	0no
29	blue-collar	single	secondary	no	908	yes	no	unknown	20	jun	1,663	1	-1	0	unknown	1yes
30	management	single	tertiary	no	162	yes	no	unknown	20	may	186	4	-1	0	unknown	0no
38	services	divorced	secondary	no	792	no	no	unknown	6	jun	430	1	-1	0	unknown	0no
58	management	married	secondary	no	111	no	no	telephone	24	mar	58	2	-1	0	unknown	0no
34	student	single	unknown	no	1,281	no	no	cellular	25	aug	279	1	117	1	failure	0no
53	services	divorced	unknown	no	1,012	yes	no	cellular	28	jul	332	2	-1	0	unknown	0no