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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	services	married	tertiary	no	4,908	no	yes	cellular	13	may	491	2	-1	0	unknown	0no
32	unemployed	single	tertiary	no	336	yes	no	unknown	8	may	139	1	-1	0	unknown	0no
32	management	single	tertiary	no	131	no	no	unknown	3	jun	267	3	-1	0	unknown	0no
43	management	married	tertiary	no	348	no	yes	cellular	15	jul	88	3	-1	0	unknown	0no
25	self-employed	single	tertiary	no	453	yes	no	cellular	17	jul	134	1	-1	0	unknown	0no
55	admin.	married	secondary	no	1,102	yes	no	unknown	15	may	126	2	-1	0	unknown	0no
24	admin.	single	secondary	no	926	yes	yes	cellular	15	may	191	1	-1	0	unknown	0no
40	management	divorced	tertiary	no	502	yes	no	cellular	3	feb	267	4	270	3	other	0no
38	management	single	tertiary	no	8,669	yes	no	telephone	20	apr	5	3	150	6	failure	0no
48	blue-collar	single	primary	no	316	no	no	unknown	5	jun	560	2	-1	0	unknown	0no
36	management	married	tertiary	no	9,324	yes	no	cellular	30	mar	138	8	-1	0	unknown	0no
57	management	married	tertiary	no	0	no	no	cellular	19	aug	188	4	-1	0	unknown	0no
45	admin.	married	secondary	no	72	yes	yes	cellular	15	may	262	2	352	2	failure	0no
33	self-employed	single	tertiary	no	61	no	no	cellular	19	aug	836	3	-1	0	unknown	1yes
38	technician	single	secondary	no	173	no	no	cellular	29	aug	150	4	-1	0	unknown	0no
26	services	single	secondary	yes	-162	yes	no	cellular	15	may	44	2	-1	0	unknown	0no
30	management	single	tertiary	no	47	no	yes	cellular	31	jul	11	17	-1	0	unknown	0no
55	services	divorced	tertiary	no	1,983	yes	no	telephone	19	nov	123	1	-1	0	unknown	0no
34	blue-collar	married	secondary	no	326	yes	yes	unknown	15	may	150	2	-1	0	unknown	0no
60	admin.	married	secondary	no	2,552	no	yes	cellular	30	jan	255	2	2	4	other	0no
36	management	single	tertiary	no	1,283	no	no	cellular	18	aug	92	5	-1	0	unknown	0no
65	housemaid	married	primary	no	2,179	yes	no	cellular	4	sep	112	7	-1	0	unknown	0no
39	self-employed	married	tertiary	no	1,047	no	no	unknown	6	jun	554	1	-1	0	unknown	1yes
52	blue-collar	married	primary	no	36	no	no	cellular	13	aug	109	2	-1	0	unknown	0no
55	technician	married	secondary	yes	-308	no	no	cellular	2	feb	781	1	-1	0	unknown	1yes
26	management	single	tertiary	no	1,177	no	no	cellular	19	oct	116	1	-1	0	unknown	0no
40	self-employed	married	primary	no	2,077	yes	no	cellular	13	may	363	1	173	24	other	0no
52	entrepreneur	married	secondary	no	0	no	no	cellular	7	aug	82	2	-1	0	unknown	0no
29	self-employed	married	tertiary	no	1	no	no	cellular	18	jul	167	3	-1	0	unknown	0no
41	blue-collar	married	primary	no	7,735	yes	no	cellular	20	nov	220	1	190	1	failure	0no
30	technician	single	tertiary	no	1,922	yes	no	cellular	18	may	546	1	-1	0	unknown	0no
28	student	single	secondary	no	153	no	no	cellular	23	jul	1,124	2	-1	0	unknown	1yes
26	blue-collar	married	secondary	no	2,770	yes	no	unknown	8	may	141	1	-1	0	unknown	0no
58	management	married	secondary	no	139	no	no	cellular	27	may	188	1	161	2	other	0no
29	management	single	tertiary	no	21	yes	no	cellular	14	may	107	4	371	3	failure	0no
48	technician	married	secondary	no	178	yes	no	unknown	17	jun	320	4	-1	0	unknown	0no
35	blue-collar	married	secondary	no	444	yes	no	cellular	15	apr	244	3	-1	0	unknown	0no
26	services	single	secondary	no	209	yes	no	cellular	22	jul	319	2	-1	0	unknown	0no
49	blue-collar	married	unknown	no	3,096	no	no	unknown	16	jun	147	2	-1	0	unknown	0no
34	admin.	married	secondary	no	5,320	no	no	cellular	3	mar	114	6	467	5	other	0no
32	services	married	secondary	no	4,885	yes	yes	cellular	18	nov	400	2	-1	0	unknown	0no
31	admin.	married	secondary	no	0	yes	yes	cellular	18	nov	79	3	-1	0	unknown	0no
48	unemployed	married	primary	no	5,462	no	no	unknown	6	jun	29	4	-1	0	unknown	0no
40	blue-collar	married	secondary	no	6,767	yes	no	cellular	20	nov	97	2	-1	0	unknown	0no
42	technician	divorced	secondary	no	2,974	yes	no	unknown	21	may	187	5	-1	0	unknown	0no
48	technician	married	secondary	no	427	no	no	unknown	14	may	201	1	-1	0	unknown	0no
38	services	married	secondary	no	8,876	no	no	cellular	2	feb	280	1	75	1	failure	0no
53	management	married	tertiary	no	146	no	no	unknown	30	may	150	1	-1	0	unknown	0no
59	retired	divorced	secondary	no	319	no	no	cellular	24	jul	129	1	-1	0	unknown	0no
28	unemployed	single	secondary	no	304	no	no	cellular	14	jun	516	1	-1	0	unknown	0no
41	blue-collar	married	primary	no	389	yes	no	unknown	16	jun	127	2	-1	0	unknown	0no
50	management	single	primary	no	766	no	no	unknown	17	jun	174	2	-1	0	unknown	0no
31	admin.	married	secondary	no	0	yes	no	cellular	29	jul	82	5	-1	0	unknown	0no
30	technician	single	secondary	no	3,107	yes	no	unknown	3	jun	1,516	2	-1	0	unknown	0no
59	admin.	divorced	secondary	no	174	yes	no	unknown	16	may	204	1	-1	0	unknown	0no
33	technician	divorced	secondary	yes	-305	no	yes	unknown	9	may	109	1	-1	0	unknown	0no
35	self-employed	married	secondary	no	670	no	no	cellular	9	jul	378	1	-1	0	unknown	0no
30	management	single	tertiary	no	6,164	yes	no	unknown	27	may	152	11	-1	0	unknown	0no
71	retired	married	secondary	no	2,850	no	no	cellular	17	feb	185	1	-1	0	unknown	1yes
30	services	single	primary	no	79	yes	no	cellular	15	may	317	1	-1	0	unknown	0no
24	services	married	secondary	yes	110	yes	no	unknown	23	may	27	1	-1	0	unknown	0no
34	technician	single	secondary	no	5,039	no	no	cellular	20	nov	205	6	-1	0	unknown	0no
34	blue-collar	married	secondary	no	360	yes	no	telephone	19	nov	46	1	182	2	failure	0no
52	admin.	married	secondary	no	199	no	no	cellular	28	jan	978	2	189	1	other	0no
33	self-employed	single	secondary	no	238	yes	yes	cellular	5	feb	45	5	-1	0	unknown	0no
38	blue-collar	married	secondary	no	5,092	yes	no	unknown	17	jun	145	6	-1	0	unknown	0no
41	admin.	divorced	secondary	no	1,088	yes	no	cellular	28	jan	138	1	-1	0	unknown	0no
42	management	divorced	tertiary	no	221	yes	no	unknown	7	may	720	2	-1	0	unknown	0no
38	blue-collar	divorced	secondary	no	889	no	yes	unknown	18	jun	362	1	-1	0	unknown	0no
48	blue-collar	married	primary	no	750	yes	no	cellular	18	may	90	6	-1	0	unknown	0no
34	technician	single	secondary	no	0	yes	yes	unknown	16	may	214	1	-1	0	unknown	0no
46	blue-collar	married	primary	no	1,291	yes	no	cellular	14	may	142	3	259	17	failure	0no
33	technician	married	secondary	no	1,844	yes	no	unknown	29	may	241	3	-1	0	unknown	0no
40	management	married	tertiary	no	89	yes	yes	telephone	9	feb	148	6	-1	0	unknown	0no
36	admin.	married	secondary	no	4,280	no	no	unknown	19	jun	227	6	-1	0	unknown	0no
32	technician	single	secondary	no	0	no	no	cellular	21	aug	126	2	-1	0	unknown	0no
33	blue-collar	married	secondary	no	625	yes	no	unknown	28	may	410	1	-1	0	unknown	0no
55	technician	married	unknown	no	574	yes	no	cellular	29	jan	243	2	-1	0	unknown	0no
58	management	married	primary	no	320	yes	no	unknown	30	may	171	2	-1	0	unknown	0no
25	technician	single	tertiary	no	468	yes	no	unknown	15	may	147	1	-1	0	unknown	0no
47	services	married	secondary	no	440	yes	no	unknown	12	jun	91	1	-1	0	unknown	0no
40	unemployed	married	secondary	no	0	yes	no	cellular	19	nov	332	1	183	1	failure	0no
59	retired	married	secondary	no	5,706	yes	no	cellular	25	jul	471	2	-1	0	unknown	0no
40	management	married	tertiary	no	7,780	no	no	telephone	4	may	364	1	355	1	other	0no
30	management	married	secondary	no	-559	yes	yes	cellular	7	may	98	1	167	2	failure	0no
25	entrepreneur	single	tertiary	no	16,874	yes	yes	cellular	15	may	117	2	-1	0	unknown	0no
58	retired	married	primary	no	1,987	no	no	telephone	14	jul	185	4	-1	0	unknown	0no
39	entrepreneur	married	unknown	no	98	yes	no	telephone	15	may	59	3	367	1	other	0no
40	self-employed	married	tertiary	no	642	no	no	cellular	18	nov	147	3	-1	0	unknown	0no
38	blue-collar	married	secondary	no	526	yes	yes	unknown	23	may	553	2	-1	0	unknown	0no
66	management	single	tertiary	no	6,483	no	no	cellular	13	aug	275	1	-1	0	unknown	0no
47	management	married	tertiary	no	2,306	no	no	telephone	6	aug	239	4	-1	0	unknown	1yes
37	blue-collar	married	secondary	no	954	yes	no	unknown	2	jun	402	9	-1	0	unknown	0no
36	management	single	tertiary	no	-679	yes	yes	cellular	7	may	172	1	93	1	failure	0no
50	blue-collar	married	primary	no	-1	no	no	cellular	19	aug	195	2	-1	0	unknown	0no
76	retired	married	primary	no	2,590	no	no	telephone	9	feb	68	12	-1	0	unknown	0no
58	management	single	tertiary	no	331	no	yes	cellular	28	jul	82	3	-1	0	unknown	0no
42	admin.	married	secondary	no	4,209	yes	no	unknown	5	jun	57	6	-1	0	unknown	0no
58	services	divorced	secondary	no	462	no	no	cellular	13	nov	495	1	93	1	success	1yes
28	self-employed	single	tertiary	no	0	yes	no	cellular	21	jul	479	1	-1	0	unknown	0no