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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
32	management	married	secondary	no	6,217	yes	yes	cellular	18	nov	486	2	181	2	failure	0no
32	blue-collar	married	primary	no	329	yes	no	cellular	3	feb	321	1	-1	0	unknown	0no
47	admin.	divorced	secondary	no	162	yes	no	unknown	9	may	203	4	-1	0	unknown	0no
32	technician	married	unknown	no	14,533	no	no	cellular	31	dec	646	3	198	2	success	0no
49	management	single	tertiary	no	151	yes	no	cellular	8	jul	97	3	-1	0	unknown	1yes
53	services	married	secondary	no	-2	yes	yes	cellular	16	apr	144	2	-1	0	unknown	0no
41	blue-collar	single	unknown	no	4,684	no	no	unknown	20	jun	30	6	-1	0	unknown	0no
47	management	divorced	tertiary	no	1,149	no	yes	cellular	15	jul	82	2	-1	0	unknown	0no
35	blue-collar	married	primary	no	11	yes	no	unknown	13	may	326	4	-1	0	unknown	0no
33	management	single	secondary	no	8,004	no	no	cellular	19	nov	414	3	-1	0	unknown	0no
49	blue-collar	married	primary	no	1,019	yes	no	cellular	16	apr	285	5	-1	0	unknown	0no
46	management	divorced	tertiary	no	1,297	no	no	cellular	11	aug	716	3	-1	0	unknown	1yes
29	management	divorced	tertiary	no	415	yes	yes	unknown	28	may	449	4	-1	0	unknown	0no
58	self-employed	married	primary	no	671	yes	no	unknown	17	jun	16	3	-1	0	unknown	0no
40	admin.	single	secondary	no	2,378	yes	no	unknown	2	jun	65	1	-1	0	unknown	0no
34	management	married	tertiary	no	417	yes	no	cellular	18	nov	138	1	-1	0	unknown	0no
60	retired	married	primary	no	71	no	no	cellular	10	jul	121	3	-1	0	unknown	0no
43	management	married	tertiary	no	1,188	no	no	cellular	27	may	140	2	-1	0	unknown	0no
50	blue-collar	married	primary	no	8,139	yes	no	cellular	18	aug	256	6	-1	0	unknown	0no
33	blue-collar	married	secondary	no	249	yes	no	cellular	31	jul	61	4	-1	0	unknown	0no
37	blue-collar	married	primary	no	689	yes	no	cellular	14	jul	367	2	-1	0	unknown	0no
55	self-employed	married	secondary	no	203	yes	no	telephone	14	may	9	5	174	12	other	0no
45	blue-collar	single	primary	yes	-183	no	yes	cellular	15	jul	395	4	-1	0	unknown	0no
47	blue-collar	married	primary	no	3,451	no	yes	cellular	21	nov	125	2	-1	0	unknown	0no
58	technician	married	secondary	no	116	no	no	unknown	16	jun	580	3	-1	0	unknown	0no
36	services	married	secondary	no	1,746	yes	no	cellular	7	apr	15	1	316	1	failure	0no
55	technician	married	secondary	no	0	yes	no	unknown	30	may	119	2	-1	0	unknown	0no
31	blue-collar	married	secondary	no	897	yes	no	unknown	20	may	26	2	-1	0	unknown	0no
38	technician	married	secondary	no	821	yes	yes	cellular	17	nov	224	2	180	1	failure	0no
42	blue-collar	married	secondary	no	130	yes	no	unknown	29	may	285	1	-1	0	unknown	0no
32	management	divorced	tertiary	no	1	yes	no	unknown	8	may	399	4	-1	0	unknown	0no
39	blue-collar	married	secondary	no	8	no	no	cellular	30	jul	88	3	-1	0	unknown	0no
41	technician	married	secondary	no	55	yes	no	cellular	6	aug	185	4	-1	0	unknown	0no
59	blue-collar	married	primary	no	699	no	no	cellular	28	jan	98	1	154	6	failure	0no
42	unemployed	divorced	secondary	no	759	no	no	cellular	28	jan	97	1	169	3	failure	0no
33	blue-collar	married	secondary	no	687	yes	no	cellular	14	may	72	2	370	1	failure	0no
53	retired	married	secondary	no	4,968	no	no	cellular	6	may	109	1	87	2	failure	0no
43	blue-collar	married	primary	no	1,211	yes	no	unknown	6	may	208	3	-1	0	unknown	0no
39	self-employed	single	tertiary	no	426	no	no	unknown	18	jun	1,029	1	-1	0	unknown	1yes
27	entrepreneur	single	secondary	no	376	yes	yes	cellular	5	may	273	1	-1	0	unknown	0no
39	management	married	tertiary	no	12	yes	no	unknown	23	may	130	1	-1	0	unknown	0no
27	blue-collar	single	secondary	no	23	no	no	cellular	26	feb	590	2	-1	0	unknown	0no
33	admin.	married	secondary	no	353	yes	no	cellular	19	nov	107	2	-1	0	unknown	0no
29	services	divorced	secondary	no	330	yes	no	unknown	12	may	88	2	-1	0	unknown	0no
33	management	divorced	tertiary	no	0	no	no	cellular	13	aug	305	2	-1	0	unknown	0no
41	entrepreneur	married	secondary	no	353	no	no	cellular	19	nov	90	2	-1	0	unknown	0no
38	technician	single	tertiary	no	2,273	yes	no	cellular	17	apr	222	1	-1	0	unknown	0no
30	management	married	tertiary	no	0	yes	no	cellular	9	jul	127	1	-1	0	unknown	0no
58	unemployed	married	tertiary	no	744	no	no	telephone	28	jan	38	1	-1	0	unknown	0no
37	services	single	secondary	no	608	no	no	cellular	14	may	380	3	-1	0	unknown	0no
36	admin.	divorced	secondary	no	356	yes	no	cellular	7	apr	244	3	313	1	failure	0no
45	blue-collar	married	primary	no	1,291	yes	no	cellular	28	aug	189	17	-1	0	unknown	0no
23	technician	single	secondary	no	-306	yes	no	unknown	4	jun	217	2	-1	0	unknown	0no
53	blue-collar	married	primary	no	306	no	no	cellular	28	jul	388	3	181	1	success	1yes
44	blue-collar	married	primary	no	-312	yes	no	unknown	20	jun	22	3	-1	0	unknown	0no
32	technician	single	secondary	no	493	no	no	cellular	13	aug	289	2	-1	0	unknown	0no
32	management	married	tertiary	no	71	yes	no	cellular	21	jul	221	8	-1	0	unknown	0no
38	admin.	married	tertiary	no	669	yes	yes	cellular	31	jul	129	2	-1	0	unknown	0no
47	blue-collar	married	primary	no	556	yes	no	cellular	4	feb	147	2	264	4	other	0no
34	services	single	secondary	no	84	yes	no	unknown	23	may	299	1	-1	0	unknown	0no
52	services	married	secondary	no	108	yes	no	unknown	15	may	543	12	-1	0	unknown	0no
45	admin.	single	secondary	no	-11	yes	no	cellular	5	may	247	1	-1	0	unknown	0no
50	blue-collar	married	primary	no	1,164	yes	no	unknown	8	may	166	2	-1	0	unknown	0no
52	blue-collar	divorced	primary	no	-191	yes	no	unknown	15	may	755	1	-1	0	unknown	1yes
37	blue-collar	married	secondary	no	132	no	no	unknown	27	may	336	2	-1	0	unknown	0no
51	blue-collar	married	secondary	no	2,237	yes	no	unknown	29	may	619	1	-1	0	unknown	0no
32	management	married	tertiary	no	4,761	yes	no	cellular	5	may	159	2	350	2	failure	0no
33	blue-collar	married	secondary	no	-346	yes	yes	unknown	23	may	29	3	-1	0	unknown	0no
28	unemployed	married	secondary	no	655	yes	no	unknown	4	jun	606	2	-1	0	unknown	0no
66	management	married	tertiary	no	1,048	yes	no	cellular	23	jun	971	2	-1	0	unknown	0no
31	services	single	secondary	no	0	yes	no	unknown	28	may	231	2	-1	0	unknown	0no
35	blue-collar	married	primary	no	624	yes	no	unknown	7	may	163	1	-1	0	unknown	0no
47	services	single	unknown	no	1,784	no	no	cellular	19	oct	385	2	-1	0	unknown	1yes
36	admin.	single	secondary	no	1,281	no	no	telephone	24	jul	119	2	-1	0	unknown	0no
32	technician	single	tertiary	no	569	no	yes	cellular	29	jan	348	1	-1	0	unknown	0no
34	blue-collar	married	primary	no	1,666	yes	no	unknown	31	mar	30	1	-1	0	unknown	0no
40	admin.	married	secondary	no	168	yes	no	cellular	7	may	249	2	169	1	failure	0no
33	self-employed	married	tertiary	no	263	no	no	cellular	4	may	119	2	-1	0	unknown	0no
39	blue-collar	married	secondary	no	-405	yes	no	cellular	8	may	177	1	-1	0	unknown	0no
38	self-employed	married	secondary	no	279	yes	no	unknown	28	may	110	5	-1	0	unknown	0no
32	technician	single	secondary	no	0	no	no	cellular	18	aug	594	4	-1	0	unknown	1yes
65	unknown	married	unknown	no	300	no	no	cellular	12	jan	105	1	-1	0	unknown	0no
34	unemployed	single	tertiary	no	415	no	no	cellular	12	aug	123	1	-1	0	unknown	0no
34	admin.	single	primary	no	0	yes	yes	cellular	6	may	172	4	-1	0	unknown	0no
42	blue-collar	single	primary	no	1,322	yes	yes	cellular	8	jul	178	1	-1	0	unknown	0no
31	services	married	secondary	no	1,062	yes	yes	cellular	6	apr	230	1	-1	0	unknown	0no
47	technician	married	secondary	no	302	yes	no	unknown	20	jun	89	3	-1	0	unknown	0no
44	technician	divorced	secondary	no	809	yes	no	unknown	15	may	118	4	-1	0	unknown	0no
38	housemaid	married	secondary	no	-278	yes	no	cellular	28	jul	143	2	-1	0	unknown	0no
28	management	single	tertiary	no	3,238	yes	no	unknown	19	may	7	1	-1	0	unknown	0no
46	admin.	single	secondary	no	751	yes	no	unknown	13	may	104	2	-1	0	unknown	0no
51	blue-collar	divorced	primary	no	-28	no	yes	unknown	2	jul	220	2	-1	0	unknown	0no
42	management	divorced	tertiary	no	0	no	no	unknown	20	jun	85	2	-1	0	unknown	0no
37	technician	single	secondary	no	2,442	no	no	cellular	16	feb	91	3	-1	0	unknown	1yes
58	unemployed	married	tertiary	no	1,798	yes	no	cellular	5	feb	19	8	-1	0	unknown	0no
43	admin.	married	secondary	no	132	no	no	cellular	19	aug	574	1	84	3	success	1yes
36	management	single	tertiary	no	260	yes	no	cellular	7	may	49	1	-1	0	unknown	0no
34	blue-collar	married	secondary	no	7	yes	yes	cellular	2	feb	171	2	193	2	other	0no
31	management	single	tertiary	no	3,283	no	no	cellular	2	feb	258	1	73	1	failure	1yes
49	technician	married	unknown	no	323	yes	no	cellular	18	nov	41	2	-1	0	unknown	0no