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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
66	retired	married	primary	no	747	no	no	telephone	28	jan	203	3	93	1	failure	0no
44	blue-collar	married	primary	no	2,657	yes	no	unknown	20	jun	202	2	-1	0	unknown	0no
61	retired	married	secondary	no	313	no	yes	unknown	3	jul	42	1	-1	0	unknown	0no
34	admin.	married	secondary	no	61	no	yes	unknown	5	may	21	1	-1	0	unknown	0no
33	admin.	single	secondary	no	2,557	yes	no	cellular	18	may	186	1	-1	0	unknown	0no
30	services	divorced	secondary	no	0	yes	no	cellular	13	may	172	1	-1	0	unknown	0no
27	services	divorced	secondary	no	10	yes	no	cellular	22	jul	527	1	-1	0	unknown	0no
37	services	married	secondary	no	658	yes	no	telephone	23	jul	175	1	-1	0	unknown	0no
38	blue-collar	married	primary	no	1,679	yes	no	unknown	20	jun	21	18	-1	0	unknown	0no
35	management	single	tertiary	no	0	no	yes	cellular	14	aug	370	4	-1	0	unknown	0no
50	technician	married	secondary	no	841	yes	no	unknown	29	may	54	2	-1	0	unknown	0no
39	management	married	secondary	no	0	yes	no	cellular	27	aug	63	3	-1	0	unknown	0no
35	management	married	secondary	no	1,160	yes	no	unknown	27	may	116	3	-1	0	unknown	0no
36	admin.	divorced	secondary	no	-37	yes	no	unknown	27	may	151	1	-1	0	unknown	0no
28	services	single	secondary	no	94	yes	no	cellular	16	apr	300	1	-1	0	unknown	0no
39	self-employed	married	tertiary	no	585	yes	no	cellular	18	nov	48	1	181	3	failure	0no
39	self-employed	married	secondary	no	235	no	no	unknown	9	jun	217	1	-1	0	unknown	0no
30	blue-collar	single	secondary	no	2,145	yes	no	cellular	18	may	727	2	-1	0	unknown	1yes
32	services	married	secondary	no	1,464	yes	no	unknown	3	jun	193	1	-1	0	unknown	0no
28	technician	married	secondary	no	232	yes	yes	cellular	29	jan	72	1	261	1	failure	0no
47	technician	married	primary	no	187	yes	no	unknown	9	may	165	1	-1	0	unknown	0no
53	management	married	tertiary	no	12	no	no	cellular	27	aug	345	10	-1	0	unknown	0no
57	blue-collar	married	primary	no	318	yes	no	unknown	27	may	206	2	-1	0	unknown	0no
47	services	married	secondary	no	405	no	yes	cellular	8	aug	994	2	-1	0	unknown	1yes
56	management	married	tertiary	no	334	yes	no	unknown	15	may	127	2	-1	0	unknown	0no
38	admin.	married	primary	no	0	yes	no	unknown	2	jun	29	32	-1	0	unknown	0no
52	blue-collar	married	primary	no	2	no	no	unknown	9	jun	70	3	-1	0	unknown	0no
46	technician	married	secondary	no	966	yes	yes	cellular	19	aug	40	2	-1	0	unknown	0no
57	blue-collar	married	primary	yes	195	no	yes	telephone	30	jul	185	4	-1	0	unknown	0no
42	blue-collar	divorced	unknown	no	0	no	no	cellular	7	jul	64	2	-1	0	unknown	0no
57	unemployed	married	secondary	no	0	no	no	unknown	19	jun	97	1	-1	0	unknown	0no
51	housemaid	married	secondary	no	260	no	no	cellular	27	aug	316	5	-1	0	unknown	0no
53	self-employed	married	tertiary	no	451	yes	no	cellular	2	feb	125	1	249	2	failure	0no
37	blue-collar	married	primary	no	3,242	yes	no	unknown	21	may	233	1	-1	0	unknown	0no
47	self-employed	divorced	secondary	no	8,515	yes	no	unknown	20	nov	14	7	112	4	other	0no
48	management	married	tertiary	no	1,808	yes	no	cellular	26	feb	245	1	-1	0	unknown	1yes
39	blue-collar	married	primary	no	20	yes	no	unknown	7	may	109	1	-1	0	unknown	0no
42	blue-collar	married	secondary	no	3,068	yes	yes	cellular	11	may	429	2	-1	0	unknown	0no
36	management	married	tertiary	no	23	no	no	cellular	26	aug	133	11	-1	0	unknown	0no
34	technician	single	secondary	no	1,076	no	no	cellular	8	aug	70	2	-1	0	unknown	0no
61	retired	married	primary	no	1,060	yes	no	unknown	13	may	118	1	-1	0	unknown	0no
32	admin.	single	secondary	no	678	yes	no	cellular	4	feb	1,579	1	246	4	failure	1yes
35	blue-collar	single	primary	no	1,147	yes	yes	telephone	7	may	29	1	-1	0	unknown	0no
54	blue-collar	married	secondary	no	-630	no	no	unknown	23	may	173	1	-1	0	unknown	0no
31	management	married	tertiary	no	459	no	no	cellular	28	aug	13	14	-1	0	unknown	0no
45	technician	divorced	secondary	no	976	yes	no	cellular	17	apr	183	1	338	2	failure	0no
32	housemaid	married	tertiary	no	357	yes	no	cellular	18	nov	175	2	-1	0	unknown	0no
52	unemployed	married	secondary	no	-9	no	no	unknown	9	jun	123	1	-1	0	unknown	0no
36	admin.	single	secondary	no	1,927	yes	no	cellular	18	nov	288	1	137	1	other	0no
31	services	married	secondary	no	500	yes	no	unknown	6	jun	19	18	-1	0	unknown	0no
53	technician	married	secondary	no	9,146	no	no	cellular	13	aug	136	4	-1	0	unknown	0no
43	entrepreneur	married	secondary	no	59	no	no	unknown	13	may	437	2	-1	0	unknown	0no
47	housemaid	married	primary	no	0	no	no	cellular	10	aug	1,225	2	-1	0	unknown	0no
46	blue-collar	married	primary	no	328	yes	no	unknown	21	may	526	8	-1	0	unknown	0no
34	management	divorced	secondary	no	291	no	no	cellular	7	aug	91	2	-1	0	unknown	0no
55	technician	single	tertiary	no	-703	yes	no	cellular	8	may	123	3	-1	0	unknown	0no
23	admin.	single	secondary	no	589	yes	no	cellular	6	may	62	1	-1	0	unknown	0no
75	blue-collar	married	secondary	no	6,053	no	no	cellular	11	feb	865	2	190	1	failure	0no
58	admin.	married	secondary	no	1,142	no	no	telephone	4	feb	82	3	-1	0	unknown	0no
35	admin.	married	secondary	no	725	yes	no	cellular	20	nov	219	7	133	1	failure	0no
27	management	married	tertiary	no	802	no	no	cellular	22	sep	569	1	-1	0	unknown	1yes
24	technician	married	secondary	no	556	yes	no	cellular	18	aug	460	2	-1	0	unknown	1yes
48	admin.	married	secondary	no	191	yes	no	cellular	5	feb	238	3	-1	0	unknown	0no
31	technician	single	secondary	no	373	no	no	cellular	22	aug	346	5	-1	0	unknown	0no
57	technician	married	secondary	no	6,164	no	no	cellular	19	nov	161	2	-1	0	unknown	0no
53	management	married	tertiary	no	37	no	no	cellular	28	aug	51	9	-1	0	unknown	0no
42	blue-collar	married	primary	no	1,156	yes	no	telephone	20	apr	37	1	-1	0	unknown	0no
50	entrepreneur	married	secondary	no	806	yes	yes	cellular	7	may	141	8	297	2	other	0no
59	admin.	married	secondary	no	2,381	no	no	cellular	30	apr	173	2	-1	0	unknown	0no
38	services	married	secondary	no	-314	yes	no	unknown	28	may	66	2	-1	0	unknown	0no
39	blue-collar	married	secondary	no	285	yes	yes	unknown	6	may	209	1	-1	0	unknown	0no
28	blue-collar	single	primary	no	1,199	yes	no	cellular	30	jul	1,011	20	-1	0	unknown	0no
55	management	divorced	tertiary	no	481	yes	no	telephone	8	may	147	2	298	3	failure	0no
33	technician	single	tertiary	no	137	no	no	cellular	25	aug	88	4	-1	0	unknown	0no
36	blue-collar	single	secondary	no	168	yes	no	telephone	12	may	52	1	-1	0	unknown	0no
38	admin.	divorced	secondary	no	156	yes	no	unknown	17	jun	544	3	-1	0	unknown	0no
28	admin.	single	secondary	no	4,745	no	no	telephone	12	may	360	1	181	5	success	1yes
32	management	single	tertiary	no	11,797	yes	no	cellular	11	aug	95	2	-1	0	unknown	0no
35	admin.	married	secondary	no	786	no	yes	cellular	25	jul	322	1	-1	0	unknown	0no
58	technician	married	primary	no	4,015	no	no	unknown	20	jun	106	3	-1	0	unknown	0no
30	services	married	secondary	no	0	yes	no	unknown	9	may	20	1	-1	0	unknown	0no
33	blue-collar	married	secondary	no	331	yes	no	cellular	14	may	178	7	365	5	other	0no
36	blue-collar	married	secondary	no	1,554	yes	no	unknown	12	may	325	4	-1	0	unknown	0no
32	services	married	secondary	no	132	yes	yes	unknown	19	may	343	2	-1	0	unknown	0no
34	management	single	tertiary	no	5,086	no	no	cellular	25	may	213	4	-1	0	unknown	1yes
42	admin.	married	secondary	no	529	yes	yes	cellular	19	nov	193	3	-1	0	unknown	0no
41	management	married	tertiary	no	4,824	no	yes	cellular	18	jul	168	7	-1	0	unknown	0no
63	retired	married	secondary	no	474	no	no	cellular	25	jan	423	1	-1	0	unknown	1yes
38	admin.	divorced	tertiary	no	86	yes	no	unknown	6	may	218	1	-1	0	unknown	0no
54	blue-collar	married	primary	no	2,281	yes	no	unknown	20	jun	158	1	-1	0	unknown	0no
39	services	married	secondary	no	186	yes	no	cellular	17	apr	433	1	-1	0	unknown	0no
46	blue-collar	married	secondary	no	137	no	no	unknown	20	jun	252	3	-1	0	unknown	0no
37	technician	married	tertiary	no	6,968	no	no	cellular	1	jun	175	1	-1	0	unknown	0no
76	retired	divorced	primary	no	86	no	no	cellular	12	aug	192	1	-1	0	unknown	0no
28	management	single	unknown	no	81	no	yes	cellular	8	jul	158	1	-1	0	unknown	0no
33	services	married	primary	no	6,904	no	no	telephone	20	nov	114	2	-1	0	unknown	0no
46	self-employed	married	tertiary	no	137	yes	yes	unknown	5	may	246	1	-1	0	unknown	0no
30	student	single	secondary	no	25	no	no	telephone	30	apr	44	1	-1	0	unknown	0no
60	management	married	tertiary	no	759	no	no	cellular	14	aug	136	2	-1	0	unknown	0no
56	housemaid	married	tertiary	no	1,922	yes	no	cellular	24	jul	247	2	-1	0	unknown	0no