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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
36	blue-collar	married	secondary	no	0	yes	no	unknown	6	may	337	1	-1	0	unknown	0no
38	management	single	tertiary	no	493	yes	no	cellular	11	may	553	1	367	7	failure	0no
49	technician	married	secondary	no	5,996	no	no	telephone	21	nov	345	2	-1	0	unknown	0no
57	services	single	primary	no	3,777	yes	no	telephone	13	may	65	2	-1	0	unknown	0no
34	management	single	secondary	no	524	no	no	unknown	13	aug	9	1	-1	0	unknown	0no
32	management	single	tertiary	no	574	yes	no	cellular	14	apr	259	2	145	3	failure	0no
37	blue-collar	married	secondary	no	427	yes	yes	unknown	9	jun	371	3	-1	0	unknown	0no
33	self-employed	married	tertiary	no	483	yes	no	cellular	3	feb	280	2	-1	0	unknown	0no
56	unemployed	married	primary	no	3,391	no	no	cellular	21	apr	243	1	-1	0	unknown	1yes
27	housemaid	married	primary	no	0	yes	no	cellular	23	jul	435	3	-1	0	unknown	0no
21	student	single	secondary	no	2,488	no	no	cellular	30	jun	258	6	169	3	success	1yes
58	management	married	tertiary	no	1,517	yes	no	telephone	29	jul	7	5	-1	0	unknown	0no
32	self-employed	married	secondary	no	217	yes	yes	cellular	15	jul	317	5	-1	0	unknown	0no
33	blue-collar	single	secondary	no	22	no	no	cellular	30	jan	76	2	207	1	failure	0no
25	student	single	secondary	no	331	no	no	telephone	26	aug	170	4	-1	0	unknown	1yes
25	technician	single	secondary	no	505	no	yes	cellular	17	nov	386	2	-1	0	unknown	1yes
30	services	married	secondary	no	1,808	yes	no	cellular	18	may	83	2	-1	0	unknown	0no
22	admin.	single	secondary	no	4,111	no	yes	cellular	19	aug	65	1	-1	0	unknown	0no
39	blue-collar	married	primary	no	52	no	no	cellular	13	aug	69	1	-1	0	unknown	0no
46	management	divorced	tertiary	no	25	no	no	unknown	17	jun	564	2	-1	0	unknown	0no
31	admin.	divorced	secondary	no	1,890	yes	no	cellular	21	jul	588	1	-1	0	unknown	0no
45	blue-collar	married	primary	no	419	no	no	cellular	18	aug	113	4	-1	0	unknown	0no
32	technician	married	secondary	no	2,693	yes	no	unknown	21	may	16	1	-1	0	unknown	0no
36	blue-collar	married	secondary	no	-231	no	yes	cellular	15	jul	779	2	-1	0	unknown	0no
51	management	single	tertiary	yes	-55	yes	no	cellular	11	may	281	2	266	6	failure	0no
34	self-employed	single	tertiary	no	462	no	no	cellular	21	aug	1,877	3	-1	0	unknown	1yes
24	unemployed	single	secondary	no	119	no	no	unknown	15	sep	51	1	-1	0	unknown	0no
45	technician	single	secondary	no	586	no	yes	cellular	28	jul	32	3	-1	0	unknown	0no
32	blue-collar	single	secondary	no	228	no	no	telephone	5	feb	176	1	288	3	failure	0no
77	retired	divorced	tertiary	no	4,659	no	no	cellular	14	apr	161	1	-1	0	unknown	1yes
41	blue-collar	married	primary	no	168	yes	no	cellular	18	nov	187	3	-1	0	unknown	0no
37	blue-collar	married	primary	no	0	yes	no	unknown	26	may	24	1	-1	0	unknown	0no
43	blue-collar	married	unknown	yes	-715	yes	no	unknown	30	may	67	3	-1	0	unknown	0no
48	admin.	married	unknown	no	0	yes	no	cellular	8	may	85	1	168	2	failure	0no
27	technician	single	secondary	no	769	yes	no	unknown	9	may	317	2	-1	0	unknown	0no
33	management	single	tertiary	no	0	no	no	cellular	28	aug	236	10	-1	0	unknown	0no
29	admin.	single	secondary	no	428	yes	yes	cellular	7	may	54	1	345	2	failure	0no
34	management	single	tertiary	no	0	no	no	cellular	5	feb	71	1	-1	0	unknown	0no
52	management	married	tertiary	no	-970	yes	no	cellular	4	feb	489	1	-1	0	unknown	1yes
60	management	married	unknown	no	6,313	no	no	unknown	19	jun	39	2	-1	0	unknown	0no
32	management	divorced	tertiary	no	948	no	no	cellular	12	aug	204	2	-1	0	unknown	0no
32	management	single	tertiary	no	0	yes	no	cellular	22	jul	455	2	-1	0	unknown	0no
56	services	divorced	unknown	no	1,877	yes	no	unknown	30	may	86	1	-1	0	unknown	0no
31	management	single	tertiary	no	874	yes	no	cellular	18	nov	190	2	-1	0	unknown	0no
42	admin.	married	secondary	no	323	yes	yes	unknown	8	may	280	2	-1	0	unknown	0no
35	management	married	tertiary	no	106	no	yes	cellular	11	aug	588	2	-1	0	unknown	0no
56	retired	married	primary	no	1,906	no	yes	unknown	19	jun	45	9	-1	0	unknown	0no
48	technician	married	secondary	no	1,152	yes	no	cellular	21	jul	168	5	-1	0	unknown	0no
46	admin.	married	secondary	no	179	yes	no	cellular	29	jan	194	4	436	1	other	0no
37	technician	single	unknown	no	391	yes	no	unknown	8	may	103	3	-1	0	unknown	0no
41	entrepreneur	married	unknown	no	89	yes	no	unknown	6	may	333	2	-1	0	unknown	0no
36	management	single	tertiary	no	442	yes	yes	cellular	29	jul	102	3	-1	0	unknown	0no
45	unemployed	divorced	primary	yes	-249	yes	yes	unknown	1	jul	92	1	-1	0	unknown	0no
55	entrepreneur	married	secondary	no	8,104	no	no	cellular	6	feb	213	2	-1	0	unknown	0no
39	technician	married	secondary	no	501	no	no	unknown	26	may	289	1	-1	0	unknown	0no
35	technician	divorced	secondary	no	308	no	no	cellular	22	aug	77	2	-1	0	unknown	0no
55	admin.	married	secondary	no	602	no	no	cellular	1	jun	324	3	90	2	success	1yes
55	technician	married	secondary	no	273	yes	no	cellular	29	jan	84	3	183	3	failure	0no
27	self-employed	single	secondary	no	50	no	no	cellular	29	jan	168	1	-1	0	unknown	0no
34	technician	married	secondary	no	1,641	yes	no	cellular	17	apr	380	1	-1	0	unknown	0no
34	blue-collar	married	tertiary	no	20	no	no	unknown	4	oct	10	1	-1	0	unknown	0no
25	admin.	single	secondary	no	4,590	yes	no	unknown	28	may	199	2	-1	0	unknown	0no
41	admin.	single	secondary	no	-256	no	yes	unknown	9	may	35	3	-1	0	unknown	0no
43	services	married	secondary	no	978	yes	yes	unknown	26	may	82	2	-1	0	unknown	0no
28	management	single	tertiary	no	80	no	no	cellular	20	oct	676	2	146	2	failure	1yes
31	admin.	single	secondary	no	2,104	yes	no	unknown	3	jun	455	1	-1	0	unknown	0no
78	housemaid	married	secondary	no	499	no	no	telephone	16	mar	80	4	-1	0	unknown	0no
45	blue-collar	divorced	secondary	no	1,269	yes	no	cellular	29	jan	549	2	-1	0	unknown	0no
48	technician	married	tertiary	no	310	no	no	unknown	6	may	135	1	-1	0	unknown	0no
32	blue-collar	single	secondary	no	1,143	yes	yes	cellular	10	jul	412	1	-1	0	unknown	0no
42	technician	married	secondary	no	2,980	no	no	unknown	20	jun	101	3	-1	0	unknown	0no
37	management	single	tertiary	no	37	no	no	cellular	28	jan	253	2	-1	0	unknown	0no
40	admin.	single	secondary	no	462	yes	yes	cellular	6	apr	272	1	335	4	other	0no
32	admin.	married	secondary	no	1,031	yes	no	cellular	17	jul	84	1	-1	0	unknown	0no
42	management	married	tertiary	no	9,009	no	no	cellular	20	nov	135	2	-1	0	unknown	0no
43	admin.	married	secondary	no	-465	yes	yes	cellular	23	jul	166	1	-1	0	unknown	0no
44	admin.	married	secondary	no	5,181	yes	yes	cellular	31	jul	18	7	-1	0	unknown	0no
37	admin.	married	secondary	no	176	yes	no	cellular	5	may	147	2	347	1	failure	0no
37	unknown	married	unknown	no	1,699	no	no	unknown	9	jun	63	1	-1	0	unknown	0no
37	admin.	married	tertiary	no	0	yes	no	cellular	17	nov	65	2	119	1	failure	0no
28	technician	single	tertiary	no	172	yes	yes	cellular	2	feb	194	2	-1	0	unknown	0no
32	services	single	secondary	no	0	no	yes	cellular	11	jul	333	2	-1	0	unknown	0no
34	admin.	single	secondary	no	6,979	yes	no	cellular	15	may	14	5	-1	0	unknown	0no
40	admin.	divorced	secondary	no	6	no	no	unknown	11	jun	140	1	-1	0	unknown	0no
34	services	married	secondary	no	-62	yes	no	unknown	16	jun	109	3	-1	0	unknown	0no
34	self-employed	married	tertiary	no	1,972	yes	no	cellular	23	jul	61	2	-1	0	unknown	0no
34	admin.	married	tertiary	no	899	yes	no	telephone	19	nov	377	3	7	4	success	0no
37	services	single	secondary	no	21	yes	no	cellular	2	feb	96	1	271	2	other	0no
36	technician	married	secondary	no	23	yes	no	cellular	8	may	152	2	347	1	failure	0no
56	retired	married	secondary	no	-1,206	yes	no	cellular	15	jun	382	2	-1	0	unknown	1yes
49	blue-collar	married	primary	no	0	yes	yes	telephone	23	jul	97	6	-1	0	unknown	0no
33	self-employed	married	secondary	no	215	yes	no	cellular	29	jul	543	12	-1	0	unknown	0no
30	management	single	tertiary	no	1,372	no	no	cellular	20	nov	240	2	-1	0	unknown	0no
36	services	married	secondary	no	1,981	no	no	unknown	17	jun	48	2	-1	0	unknown	0no
23	student	single	secondary	no	9,216	no	no	cellular	5	jun	471	2	-1	0	unknown	0no
57	retired	divorced	secondary	no	39	yes	no	cellular	30	jul	354	3	-1	0	unknown	0no
27	blue-collar	single	secondary	no	5,563	yes	no	unknown	30	may	435	2	-1	0	unknown	0no
38	services	married	secondary	no	1	no	yes	cellular	21	nov	152	2	-1	0	unknown	0no
42	technician	married	tertiary	no	782	no	no	cellular	3	apr	285	1	-1	0	unknown	0no
75	retired	married	secondary	no	3,771	no	no	telephone	15	apr	185	1	181	2	success	1yes