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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
48	admin.	married	secondary	no	5	yes	no	unknown	7	may	697	2	-1	0	unknown	0no
38	entrepreneur	divorced	tertiary	no	7,929	no	no	cellular	8	jul	182	3	-1	0	unknown	0no
41	entrepreneur	married	primary	no	39	yes	no	cellular	21	nov	549	2	-1	0	unknown	1yes
39	housemaid	married	primary	no	267	no	no	unknown	9	jun	1,151	5	-1	0	unknown	0no
31	management	married	tertiary	no	4,945	no	no	cellular	11	aug	445	1	-1	0	unknown	0no
51	technician	married	secondary	no	463	yes	no	unknown	13	may	213	5	-1	0	unknown	0no
35	unemployed	single	secondary	no	2,116	yes	no	cellular	13	may	409	2	-1	0	unknown	0no
45	admin.	divorced	secondary	no	59	yes	no	cellular	24	jul	873	8	-1	0	unknown	1yes
28	blue-collar	married	secondary	no	131	yes	no	unknown	12	may	147	5	-1	0	unknown	0no
57	retired	married	secondary	no	107	no	no	cellular	14	jul	85	2	-1	0	unknown	0no
36	unemployed	married	secondary	no	-35	no	no	cellular	30	jan	339	3	-1	0	unknown	0no
49	technician	married	primary	no	230	yes	no	unknown	8	may	96	1	-1	0	unknown	0no
34	management	single	tertiary	no	2,679	yes	no	cellular	7	may	195	1	-1	0	unknown	0no
65	retired	married	primary	no	493	no	no	cellular	16	oct	622	1	182	1	failure	0no
26	services	single	secondary	no	256	yes	no	cellular	4	may	101	2	-1	0	unknown	0no
52	blue-collar	married	primary	no	-133	no	no	unknown	5	jun	96	2	-1	0	unknown	0no
32	blue-collar	single	secondary	no	811	yes	no	cellular	14	may	563	1	-1	0	unknown	1yes
33	unemployed	married	tertiary	no	302	yes	yes	cellular	16	apr	670	1	-1	0	unknown	0no
43	management	married	tertiary	no	3,529	yes	no	cellular	4	aug	190	3	-1	0	unknown	0no
26	technician	single	tertiary	no	75	yes	yes	unknown	19	may	351	1	-1	0	unknown	0no
45	technician	married	secondary	no	999	yes	no	cellular	20	nov	215	6	188	2	failure	0no
30	management	single	tertiary	no	7,845	yes	no	unknown	3	jun	59	1	-1	0	unknown	0no
37	services	divorced	primary	no	260	yes	no	cellular	17	apr	446	2	-1	0	unknown	0no
45	management	single	tertiary	no	2,048	yes	no	cellular	18	oct	310	1	804	1	failure	1yes
34	management	married	tertiary	no	1,557	yes	yes	unknown	13	may	213	1	-1	0	unknown	0no
35	services	married	secondary	no	505	yes	yes	unknown	27	may	371	2	-1	0	unknown	0no
41	admin.	married	tertiary	no	1,536	no	no	cellular	4	may	54	2	-1	0	unknown	0no
42	self-employed	married	tertiary	no	0	no	no	cellular	8	aug	118	6	-1	0	unknown	0no
48	blue-collar	married	unknown	no	439	yes	no	cellular	2	feb	212	1	249	2	other	0no
45	unknown	married	primary	no	44	no	no	unknown	11	jun	81	1	-1	0	unknown	0no
47	management	married	tertiary	no	295	yes	no	cellular	5	aug	157	1	-1	0	unknown	0no
37	blue-collar	married	primary	no	190	yes	yes	unknown	8	may	194	1	-1	0	unknown	0no
32	management	married	secondary	no	3,935	yes	no	unknown	29	may	129	2	-1	0	unknown	0no
40	management	married	tertiary	no	-17	yes	yes	cellular	11	may	474	1	256	1	success	1yes
35	technician	single	secondary	no	175	yes	no	cellular	29	jan	219	1	246	1	failure	0no
31	technician	single	secondary	no	4,888	yes	no	telephone	5	may	475	4	166	2	failure	0no
36	technician	single	tertiary	no	40	no	no	cellular	26	aug	359	3	-1	0	unknown	0no
44	management	married	tertiary	no	4,460	no	no	telephone	31	jul	168	2	-1	0	unknown	0no
52	admin.	divorced	secondary	no	98	no	yes	unknown	19	jun	148	1	-1	0	unknown	0no
28	student	single	secondary	no	330	no	no	telephone	2	feb	197	1	-1	0	unknown	0no
45	blue-collar	married	primary	no	13,117	no	no	unknown	11	jun	42	2	-1	0	unknown	0no
38	management	married	tertiary	no	12,877	no	no	unknown	17	jun	118	3	-1	0	unknown	0no
39	blue-collar	married	primary	no	1,506	yes	no	cellular	11	may	299	2	-1	0	unknown	0no
28	management	single	tertiary	no	0	no	no	telephone	27	may	198	2	-1	0	unknown	0no
31	technician	single	secondary	no	775	no	no	cellular	2	feb	361	1	-1	0	unknown	0no
46	blue-collar	married	primary	no	258	yes	no	unknown	27	may	217	1	-1	0	unknown	0no
22	student	single	secondary	no	246	yes	no	telephone	12	may	25	1	-1	0	unknown	0no
49	blue-collar	single	primary	no	2,146	yes	no	cellular	7	may	1,516	2	353	2	other	1yes
44	unemployed	married	secondary	no	304	yes	no	unknown	12	may	129	2	-1	0	unknown	0no
31	self-employed	single	secondary	no	360	yes	no	unknown	26	may	592	4	-1	0	unknown	0no
53	blue-collar	married	primary	no	3,316	yes	no	unknown	23	may	331	6	-1	0	unknown	0no
55	management	married	tertiary	no	6,880	no	no	cellular	8	aug	353	2	-1	0	unknown	0no
35	technician	married	secondary	no	2,189	no	no	cellular	19	nov	256	3	-1	0	unknown	0no
35	blue-collar	married	secondary	no	5,304	yes	no	cellular	20	nov	340	1	183	2	failure	0no
37	management	single	tertiary	no	102	yes	no	cellular	21	aug	101	2	-1	0	unknown	0no
50	blue-collar	married	secondary	no	181	yes	no	cellular	17	apr	599	2	-1	0	unknown	0no
37	management	married	primary	no	3,953	yes	no	cellular	6	apr	610	2	138	1	failure	0no
37	blue-collar	single	primary	no	6,969	yes	no	unknown	20	may	412	1	-1	0	unknown	0no
29	management	single	tertiary	no	572	no	no	cellular	16	dec	314	1	195	1	success	1yes
31	admin.	single	secondary	no	223	yes	no	cellular	17	apr	508	1	315	11	success	0no
40	technician	married	secondary	no	-396	yes	no	unknown	26	may	127	1	-1	0	unknown	0no
47	services	divorced	secondary	no	164	no	no	unknown	5	may	212	1	-1	0	unknown	0no
55	self-employed	married	secondary	no	2,678	no	yes	cellular	18	aug	151	12	-1	0	unknown	0no
33	technician	single	secondary	no	920	yes	no	cellular	21	nov	58	1	122	4	failure	0no
53	services	divorced	secondary	no	4,554	no	no	cellular	5	feb	8	6	-1	0	unknown	0no
38	management	single	tertiary	no	623	no	no	cellular	28	jun	297	4	144	4	other	1yes
61	management	married	secondary	no	967	no	no	cellular	20	aug	180	1	-1	0	unknown	0no
43	unemployed	divorced	secondary	no	1,577	yes	no	cellular	19	nov	87	1	-1	0	unknown	0no
42	housemaid	married	primary	no	1	yes	no	telephone	28	jul	59	5	-1	0	unknown	0no
36	management	divorced	tertiary	no	0	no	no	cellular	28	aug	81	4	-1	0	unknown	0no
31	technician	single	tertiary	no	1,166	yes	no	unknown	3	jun	207	1	-1	0	unknown	0no
59	management	married	unknown	no	3,534	no	no	cellular	21	nov	216	4	-1	0	unknown	0no
29	blue-collar	married	primary	no	200	yes	no	unknown	30	may	322	2	-1	0	unknown	0no
33	technician	married	secondary	no	4,790	yes	no	cellular	20	apr	137	1	272	2	failure	0no
44	blue-collar	married	primary	no	-237	yes	no	telephone	10	jul	73	1	-1	0	unknown	0no
43	blue-collar	married	secondary	no	1,335	yes	no	unknown	6	may	371	2	-1	0	unknown	0no
42	management	married	tertiary	no	603	yes	no	cellular	5	nov	298	5	-1	0	unknown	0no
32	management	single	tertiary	no	577	no	no	cellular	7	aug	101	2	-1	0	unknown	0no
43	management	married	tertiary	no	0	yes	no	cellular	17	nov	110	1	-1	0	unknown	0no
39	admin.	single	secondary	no	163	yes	no	cellular	30	jan	107	2	-1	0	unknown	0no
23	blue-collar	married	primary	no	1,158	yes	no	cellular	16	apr	743	1	-1	0	unknown	0no
43	services	married	secondary	no	642	no	no	cellular	31	jul	644	2	-1	0	unknown	0no
46	admin.	married	secondary	no	466	yes	no	cellular	29	jan	169	1	-1	0	unknown	0no
31	technician	married	secondary	no	119	yes	no	cellular	4	feb	380	1	-1	0	unknown	0no
38	management	married	tertiary	no	3,436	no	no	cellular	21	nov	663	4	-1	0	unknown	1yes
53	blue-collar	married	primary	no	238	yes	no	cellular	11	may	238	2	361	5	failure	0no
37	blue-collar	married	primary	no	378	yes	no	unknown	9	may	514	1	-1	0	unknown	0no
49	entrepreneur	divorced	secondary	no	32	no	no	cellular	5	feb	128	1	-1	0	unknown	0no
31	unemployed	single	secondary	no	315	no	no	cellular	30	jan	130	1	2	1	other	0no
45	management	married	tertiary	no	6,945	no	no	cellular	5	aug	131	5	356	3	failure	0no
58	admin.	married	secondary	no	3,496	yes	no	unknown	2	jun	111	4	-1	0	unknown	0no
35	blue-collar	single	secondary	no	0	yes	no	cellular	16	apr	169	1	-1	0	unknown	0no
32	technician	single	secondary	no	309	yes	yes	cellular	16	apr	346	1	234	3	failure	0no
28	technician	single	tertiary	no	0	yes	no	unknown	4	jun	205	6	-1	0	unknown	0no
26	technician	single	secondary	no	668	yes	no	unknown	28	may	576	3	-1	0	unknown	1yes
48	management	married	tertiary	no	1,175	yes	no	telephone	18	nov	1,476	3	-1	0	unknown	0no
30	blue-collar	single	secondary	no	363	no	no	cellular	28	jul	171	3	-1	0	unknown	0no
31	entrepreneur	single	tertiary	no	38	no	no	cellular	20	nov	185	2	-1	0	unknown	0no
31	management	married	tertiary	no	1,183	yes	no	unknown	27	may	676	6	-1	0	unknown	0no
45	blue-collar	divorced	primary	no	942	no	no	cellular	21	nov	362	1	-1	0	unknown	0no