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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
35	technician	divorced	tertiary	no	4,515	yes	no	cellular	19	nov	98	2	-1	0	unknown	0no
28	blue-collar	single	secondary	no	517	no	yes	cellular	8	jul	681	1	-1	0	unknown	1yes
27	blue-collar	single	secondary	no	148	no	no	cellular	22	jul	203	1	-1	0	unknown	0no
48	retired	married	primary	yes	-285	no	yes	cellular	19	nov	157	1	-1	0	unknown	0no
50	blue-collar	married	secondary	no	887	no	no	unknown	16	jun	287	1	-1	0	unknown	0no
45	self-employed	married	secondary	no	3,098	yes	no	cellular	7	aug	159	2	-1	0	unknown	0no
41	technician	married	tertiary	no	744	yes	no	unknown	14	may	125	1	-1	0	unknown	0no
39	technician	married	secondary	no	130	no	no	cellular	8	jul	202	2	-1	0	unknown	0no
44	management	married	secondary	no	438	yes	no	telephone	8	may	37	3	303	1	failure	0no
54	admin.	married	secondary	no	0	no	no	cellular	28	jan	161	1	98	2	failure	1yes
49	management	married	tertiary	no	322	no	no	cellular	6	aug	72	4	-1	0	unknown	0no
34	blue-collar	single	secondary	no	186	no	no	cellular	2	feb	342	1	-1	0	unknown	0no
75	retired	divorced	tertiary	no	3,810	yes	no	cellular	16	nov	262	1	183	1	failure	1yes
42	management	married	tertiary	no	0	no	no	cellular	13	aug	325	2	-1	0	unknown	0no
53	blue-collar	married	secondary	no	4,380	no	no	telephone	19	aug	223	7	-1	0	unknown	0no
49	management	divorced	tertiary	no	755	no	no	cellular	31	jul	1,212	4	-1	0	unknown	1yes
31	services	single	secondary	no	2,070	no	no	cellular	29	aug	319	2	-1	0	unknown	0no
45	blue-collar	single	primary	no	999	no	no	cellular	29	jan	182	2	-1	0	unknown	0no
39	self-employed	married	secondary	no	167	yes	yes	cellular	17	jul	330	1	-1	0	unknown	0no
46	technician	married	secondary	no	1,322	yes	yes	cellular	19	nov	514	1	-1	0	unknown	0no
42	admin.	divorced	secondary	no	1,076	yes	no	unknown	14	may	213	1	-1	0	unknown	0no
37	management	married	tertiary	no	502	yes	no	cellular	7	may	551	1	351	1	failure	0no
26	technician	single	tertiary	no	1,216	yes	no	cellular	16	apr	472	2	-1	0	unknown	0no
37	management	single	tertiary	no	876	yes	no	cellular	15	apr	140	4	327	2	failure	0no
36	services	single	secondary	no	342	yes	no	unknown	7	may	142	1	-1	0	unknown	0no
29	blue-collar	single	primary	no	950	yes	no	unknown	4	jun	135	3	-1	0	unknown	0no
36	blue-collar	married	primary	no	973	yes	yes	unknown	23	may	293	1	-1	0	unknown	0no
26	technician	married	tertiary	no	3,825	yes	no	unknown	13	may	107	1	-1	0	unknown	0no
32	blue-collar	married	secondary	no	2,366	yes	no	unknown	20	may	127	2	-1	0	unknown	0no
40	management	married	tertiary	no	542	yes	no	cellular	20	nov	1,816	1	-1	0	unknown	0no
53	management	married	primary	no	995	no	no	cellular	4	feb	200	3	-1	0	unknown	0no
29	management	married	tertiary	no	20	yes	no	cellular	12	may	418	1	-1	0	unknown	0no
34	technician	single	tertiary	no	228	yes	no	cellular	22	jul	387	4	-1	0	unknown	0no
43	blue-collar	married	secondary	no	130	no	no	cellular	5	may	156	1	337	3	failure	0no
56	management	married	tertiary	no	217	no	yes	cellular	21	jul	121	2	-1	0	unknown	0no
55	entrepreneur	divorced	tertiary	no	0	no	no	unknown	6	jun	108	2	-1	0	unknown	0no
31	self-employed	married	tertiary	no	259	yes	no	cellular	7	may	47	1	-1	0	unknown	0no
27	admin.	single	secondary	no	619	yes	no	cellular	20	apr	16	5	322	4	other	0no
36	management	married	secondary	no	644	yes	no	cellular	18	nov	54	2	-1	0	unknown	0no
44	management	married	tertiary	no	22	yes	no	cellular	6	aug	265	2	-1	0	unknown	0no
37	admin.	divorced	tertiary	no	4,303	yes	no	unknown	23	may	168	1	-1	0	unknown	0no
30	admin.	single	secondary	no	239	yes	no	cellular	7	may	115	3	-1	0	unknown	0no
42	technician	single	secondary	no	275	no	no	cellular	26	aug	31	8	-1	0	unknown	0no
30	management	married	tertiary	no	1,221	yes	no	telephone	25	jul	279	4	-1	0	unknown	1yes
62	retired	married	secondary	no	816	no	no	cellular	1	sep	28	2	-1	0	unknown	0no
24	blue-collar	married	secondary	no	1,222	yes	no	cellular	20	apr	369	1	-1	0	unknown	0no
31	technician	married	secondary	no	2,363	yes	no	unknown	13	may	247	1	-1	0	unknown	0no
66	retired	married	tertiary	no	2,262	no	no	cellular	22	apr	155	1	-1	0	unknown	0no
47	admin.	married	secondary	no	2	no	no	cellular	10	jul	89	1	-1	0	unknown	0no
39	entrepreneur	married	tertiary	no	2	yes	no	cellular	17	nov	180	1	-1	0	unknown	0no
35	technician	married	secondary	no	4,508	yes	no	cellular	18	nov	854	1	-1	0	unknown	1yes
35	admin.	divorced	secondary	no	-402	yes	no	cellular	17	apr	46	1	-1	0	unknown	0no
27	technician	married	secondary	no	1,577	yes	yes	unknown	28	may	266	2	-1	0	unknown	0no
32	blue-collar	married	secondary	no	34	yes	no	cellular	5	may	321	2	-1	0	unknown	0no
44	management	married	tertiary	no	795	no	no	cellular	28	aug	99	24	-1	0	unknown	0no
42	blue-collar	married	secondary	no	117	yes	no	unknown	9	may	147	1	-1	0	unknown	0no
34	self-employed	single	tertiary	no	5,462	no	no	cellular	30	apr	430	1	-1	0	unknown	1yes
25	services	single	secondary	no	402	no	yes	cellular	7	jul	264	1	-1	0	unknown	0no
40	technician	single	secondary	no	641	no	no	cellular	16	jul	156	6	-1	0	unknown	0no
43	management	divorced	tertiary	no	36	no	no	cellular	26	may	118	1	102	2	failure	0no
55	unemployed	married	tertiary	no	383	no	no	unknown	6	may	343	3	-1	0	unknown	0no
50	blue-collar	married	secondary	no	283	yes	no	cellular	7	aug	226	3	-1	0	unknown	0no
45	management	divorced	tertiary	no	0	no	no	unknown	1	jun	5	1	-1	0	unknown	0no
35	blue-collar	divorced	secondary	no	3,102	yes	no	cellular	20	nov	138	1	-1	0	unknown	0no
32	blue-collar	married	secondary	no	889	yes	no	cellular	10	sep	185	1	99	5	success	1yes
59	housemaid	married	secondary	no	0	no	no	telephone	3	feb	722	1	99	4	failure	0no
34	self-employed	married	secondary	no	-370	yes	no	unknown	21	may	748	1	-1	0	unknown	0no
39	management	married	tertiary	no	-606	yes	no	unknown	26	may	142	1	-1	0	unknown	0no
40	management	single	secondary	no	10,378	yes	no	cellular	17	nov	523	3	-1	0	unknown	0no
36	blue-collar	single	primary	no	1,313	yes	no	unknown	20	jun	8	10	-1	0	unknown	0no
40	management	married	tertiary	no	8,969	yes	no	cellular	17	nov	153	1	-1	0	unknown	0no
55	self-employed	married	secondary	no	-196	yes	no	unknown	20	may	210	2	-1	0	unknown	0no
38	entrepreneur	married	secondary	yes	15	yes	no	cellular	10	jul	121	1	-1	0	unknown	0no
61	admin.	married	secondary	no	4,608	no	no	cellular	12	mar	212	1	-1	0	unknown	1yes
41	management	married	tertiary	no	666	yes	no	unknown	21	may	253	3	-1	0	unknown	0no
57	blue-collar	married	primary	no	452	yes	no	unknown	13	may	139	4	-1	0	unknown	0no
48	blue-collar	married	secondary	no	149	yes	no	unknown	9	may	71	1	-1	0	unknown	0no
77	retired	married	tertiary	no	7,802	no	no	telephone	4	may	421	1	92	2	success	1yes
35	services	married	secondary	no	1,453	yes	no	unknown	28	may	199	1	-1	0	unknown	0no
54	blue-collar	married	secondary	no	1,480	yes	no	unknown	14	may	108	1	-1	0	unknown	0no
37	management	single	unknown	no	715	yes	no	unknown	20	may	247	2	-1	0	unknown	0no
56	management	single	secondary	no	237	yes	no	telephone	9	jul	236	4	-1	0	unknown	0no
40	technician	married	secondary	no	694	yes	no	cellular	4	feb	97	4	196	5	failure	0no
40	management	married	tertiary	no	0	no	no	cellular	14	jul	109	8	-1	0	unknown	0no
54	management	married	tertiary	no	55	yes	no	cellular	2	jun	112	2	-1	0	unknown	0no
55	housemaid	married	primary	no	136	yes	no	unknown	19	jun	15	10	-1	0	unknown	0no
55	services	divorced	secondary	yes	-404	yes	no	cellular	22	jul	502	3	-1	0	unknown	0no
52	blue-collar	married	primary	no	779	yes	no	unknown	16	may	30	3	-1	0	unknown	0no
55	blue-collar	single	primary	no	1,187	yes	no	unknown	2	jun	193	2	-1	0	unknown	0no
33	management	married	tertiary	no	641	yes	no	cellular	13	aug	347	2	-1	0	unknown	0no
52	blue-collar	married	unknown	no	826	yes	no	unknown	15	may	468	2	-1	0	unknown	0no
33	services	divorced	secondary	no	991	yes	no	unknown	27	may	148	1	-1	0	unknown	0no
53	admin.	married	secondary	no	1,796	no	no	telephone	16	mar	295	1	91	2	success	1yes
46	admin.	married	secondary	no	22	no	no	cellular	26	aug	388	6	-1	0	unknown	1yes
44	technician	single	secondary	no	244	yes	no	cellular	12	aug	1,735	4	-1	0	unknown	1yes
48	management	divorced	tertiary	no	1,328	yes	no	unknown	6	may	339	1	-1	0	unknown	0no
50	housemaid	married	secondary	no	7,317	yes	no	cellular	13	may	172	1	370	1	failure	0no
34	technician	single	secondary	no	4,943	yes	yes	cellular	19	nov	117	2	-1	0	unknown	0no
38	technician	single	secondary	no	258	no	yes	unknown	20	jun	587	2	-1	0	unknown	0no
42	management	single	tertiary	no	515	yes	no	cellular	19	nov	501	2	-1	0	unknown	0no