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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
30	services	married	secondary	no	1,743	yes	no	cellular	5	feb	192	4	-1	0	unknown	0no
46	technician	married	secondary	no	57	no	no	unknown	28	may	796	1	-1	0	unknown	1yes
49	admin.	married	secondary	no	635	no	no	cellular	25	aug	220	3	-1	0	unknown	0no
56	retired	married	secondary	no	-113	yes	yes	cellular	12	aug	614	2	-1	0	unknown	0no
47	admin.	divorced	secondary	no	225	no	no	cellular	28	aug	1,126	4	-1	0	unknown	1yes
30	admin.	married	secondary	no	124	no	no	telephone	16	jun	161	2	-1	0	unknown	0no
36	entrepreneur	single	secondary	no	475	no	no	cellular	25	jul	141	3	-1	0	unknown	0no
40	management	married	tertiary	no	-7	no	yes	telephone	25	jul	697	1	-1	0	unknown	0no
37	technician	single	secondary	yes	375	no	no	unknown	9	jun	223	2	-1	0	unknown	0no
42	admin.	divorced	secondary	no	936	no	no	cellular	30	jan	931	1	-1	0	unknown	1yes
45	technician	married	secondary	no	1,415	yes	no	cellular	17	nov	483	1	116	1	failure	0no
34	unemployed	single	secondary	no	0	no	no	cellular	17	nov	63	2	-1	0	unknown	0no
27	admin.	single	secondary	no	3,638	no	no	cellular	11	jul	271	5	-1	0	unknown	0no
30	blue-collar	married	secondary	no	-99	yes	no	cellular	15	may	144	5	-1	0	unknown	0no
32	technician	married	secondary	no	167	yes	yes	cellular	8	aug	79	3	-1	0	unknown	0no
46	housemaid	married	primary	no	19	yes	no	telephone	21	jul	171	1	-1	0	unknown	0no
29	self-employed	married	tertiary	no	242	yes	no	cellular	18	jul	73	4	-1	0	unknown	0no
53	unknown	married	unknown	no	13	no	no	telephone	28	jan	69	1	-1	0	unknown	0no
32	technician	married	secondary	no	286	no	no	cellular	20	apr	60	1	343	4	failure	0no
49	unemployed	married	secondary	no	769	yes	no	unknown	14	may	257	1	-1	0	unknown	0no
35	management	married	tertiary	no	93	no	no	cellular	4	may	198	2	88	1	other	0no
38	blue-collar	married	secondary	no	1,663	yes	no	cellular	13	apr	217	3	327	1	failure	0no
39	entrepreneur	married	primary	no	238	yes	yes	cellular	19	nov	134	1	-1	0	unknown	0no
34	technician	single	secondary	no	2,178	yes	no	cellular	26	may	41	1	-1	0	unknown	0no
42	blue-collar	married	primary	no	792	yes	yes	cellular	19	nov	611	2	175	12	other	0no
35	blue-collar	single	unknown	no	871	yes	no	unknown	6	jun	216	3	-1	0	unknown	0no
60	admin.	married	secondary	no	1,025	no	no	cellular	6	aug	388	8	-1	0	unknown	0no
57	technician	divorced	secondary	no	63	yes	no	unknown	5	may	242	1	-1	0	unknown	0no
31	blue-collar	single	secondary	no	16	no	no	cellular	7	jul	387	1	-1	0	unknown	0no
29	management	single	secondary	no	417	no	no	cellular	7	oct	90	1	-1	0	unknown	0no
41	services	married	secondary	no	3,992	yes	no	telephone	20	nov	281	2	-1	0	unknown	0no
46	blue-collar	married	primary	no	2,749	yes	no	cellular	17	nov	332	1	-1	0	unknown	0no
33	technician	married	secondary	no	133	no	no	cellular	4	may	218	1	-1	0	unknown	1yes
32	blue-collar	single	secondary	no	1,721	yes	no	unknown	21	may	650	2	-1	0	unknown	0no
54	management	divorced	tertiary	no	2,171	yes	yes	telephone	18	nov	1,034	1	-1	0	unknown	1yes
37	services	married	secondary	no	4,760	yes	no	cellular	8	may	182	2	169	2	failure	0no
32	technician	single	secondary	no	2,979	no	no	cellular	25	may	156	1	-1	0	unknown	0no
43	management	married	tertiary	no	690	yes	no	cellular	6	aug	171	3	-1	0	unknown	0no
50	blue-collar	divorced	secondary	no	203	yes	no	telephone	19	nov	265	1	127	4	other	0no
34	blue-collar	married	secondary	no	322	yes	no	cellular	20	apr	10	3	-1	0	unknown	0no
31	admin.	divorced	secondary	no	1,210	no	no	cellular	16	jul	350	1	-1	0	unknown	0no
43	self-employed	married	secondary	no	634	yes	no	cellular	17	nov	65	1	131	1	failure	0no
49	entrepreneur	married	secondary	no	273	no	no	cellular	23	jul	58	1	-1	0	unknown	0no
22	student	single	unknown	no	47	no	no	cellular	3	jul	69	3	-1	0	unknown	0no
35	management	married	tertiary	no	1,100	no	yes	cellular	29	jan	127	2	-1	0	unknown	0no
56	admin.	married	secondary	no	0	yes	no	telephone	19	nov	154	2	-1	0	unknown	0no
53	blue-collar	married	secondary	no	0	no	no	telephone	31	jul	36	4	-1	0	unknown	0no
54	entrepreneur	married	tertiary	no	1,544	no	yes	cellular	5	feb	85	7	196	3	failure	0no
32	services	single	unknown	no	6,145	yes	no	cellular	14	may	362	1	287	13	failure	0no
41	self-employed	married	secondary	no	28	yes	no	cellular	11	may	49	1	-1	0	unknown	0no
40	blue-collar	married	secondary	no	1,012	yes	no	cellular	6	may	410	1	-1	0	unknown	0no
33	blue-collar	married	primary	no	245	yes	yes	cellular	8	may	253	3	-1	0	unknown	0no
33	management	single	tertiary	no	1,998	no	no	cellular	19	nov	570	1	-1	0	unknown	0no
34	blue-collar	married	secondary	no	3,990	yes	no	cellular	24	jul	633	7	-1	0	unknown	0no
36	services	married	secondary	no	1,328	yes	no	unknown	6	jun	82	4	-1	0	unknown	0no
34	entrepreneur	married	tertiary	no	412	yes	yes	cellular	8	jul	164	1	-1	0	unknown	0no
55	management	married	primary	no	229	no	yes	unknown	9	jun	175	3	-1	0	unknown	0no
28	student	single	tertiary	no	1,562	no	no	cellular	15	feb	659	4	-1	0	unknown	1yes
29	admin.	single	secondary	no	3,432	yes	no	cellular	17	apr	139	2	-1	0	unknown	0no
31	admin.	single	secondary	no	144	yes	no	unknown	4	jul	43	11	-1	0	unknown	0no
52	management	married	tertiary	no	1,339	yes	no	cellular	22	aug	343	5	-1	0	unknown	0no
54	services	married	unknown	no	386	no	yes	cellular	19	nov	74	1	152	1	success	0no
43	blue-collar	married	primary	no	7,727	yes	no	unknown	15	may	302	8	-1	0	unknown	0no
55	entrepreneur	married	secondary	no	204	no	no	cellular	14	jul	455	13	-1	0	unknown	0no
28	blue-collar	divorced	unknown	no	101	yes	no	unknown	28	may	126	4	-1	0	unknown	0no
45	unemployed	divorced	secondary	no	728	yes	yes	cellular	18	nov	107	1	-1	0	unknown	0no
45	entrepreneur	married	primary	no	2,418	yes	no	unknown	14	may	120	1	-1	0	unknown	0no
51	management	married	tertiary	no	2,934	yes	no	cellular	18	nov	727	4	-1	0	unknown	0no
42	technician	single	secondary	no	0	yes	no	unknown	7	may	275	4	-1	0	unknown	0no
43	unknown	single	unknown	no	181	no	no	telephone	28	jan	41	1	-1	0	unknown	0no
34	management	married	tertiary	no	176	no	no	cellular	18	aug	61	4	-1	0	unknown	0no
36	blue-collar	married	primary	no	49	yes	no	cellular	15	may	232	2	365	5	other	0no
37	blue-collar	married	secondary	no	2,023	yes	no	cellular	10	jul	214	1	-1	0	unknown	0no
50	blue-collar	married	secondary	no	372	yes	no	telephone	11	may	21	1	-1	0	unknown	0no
42	management	divorced	unknown	no	7,702	no	no	cellular	16	feb	138	2	-1	0	unknown	1yes
34	blue-collar	single	primary	no	464	yes	no	cellular	18	may	173	1	299	2	other	0no
48	management	married	secondary	no	117	yes	no	cellular	16	apr	635	1	-1	0	unknown	0no
47	admin.	married	secondary	no	104	yes	yes	cellular	14	jul	77	2	-1	0	unknown	0no
40	management	married	tertiary	no	1,041	yes	no	unknown	12	jun	73	1	-1	0	unknown	0no
37	management	married	tertiary	no	539	no	no	cellular	18	jan	540	2	115	3	failure	0no
38	blue-collar	married	primary	no	0	yes	no	unknown	3	jun	179	2	-1	0	unknown	0no
29	technician	single	tertiary	no	406	yes	no	cellular	17	jul	119	1	-1	0	unknown	0no
46	blue-collar	married	primary	no	2,558	yes	no	telephone	20	nov	107	1	167	1	other	0no
26	blue-collar	married	secondary	no	484	yes	no	unknown	19	may	48	2	-1	0	unknown	0no
30	services	single	tertiary	no	3,516	yes	no	unknown	29	may	447	4	-1	0	unknown	0no
42	blue-collar	married	secondary	no	5,639	yes	no	cellular	17	jul	430	2	-1	0	unknown	0no
42	management	single	tertiary	no	100	no	no	cellular	7	aug	64	2	-1	0	unknown	0no
31	admin.	single	secondary	no	1,306	yes	no	unknown	28	may	217	5	-1	0	unknown	0no
37	management	single	tertiary	no	815	yes	no	cellular	7	may	77	1	-1	0	unknown	0no
26	blue-collar	married	secondary	no	245	yes	no	unknown	26	may	16	11	-1	0	unknown	0no
54	blue-collar	married	unknown	no	191	no	no	cellular	4	aug	753	2	-1	0	unknown	0no
70	retired	married	secondary	no	2,815	no	no	cellular	26	apr	125	2	182	1	failure	0no
29	self-employed	single	secondary	no	3,672	yes	yes	unknown	28	may	1,210	1	-1	0	unknown	0no
50	services	married	secondary	no	1,572	yes	no	cellular	9	jul	185	1	-1	0	unknown	0no
60	unemployed	divorced	secondary	no	385	yes	no	cellular	4	feb	80	1	-1	0	unknown	0no
32	technician	single	secondary	no	29	no	no	cellular	19	aug	156	2	-1	0	unknown	0no
32	technician	married	secondary	no	84	no	yes	cellular	29	jul	403	3	-1	0	unknown	0no
34	self-employed	single	tertiary	no	876	yes	no	cellular	17	nov	145	2	-1	0	unknown	0no
48	services	single	primary	no	1,499	yes	no	cellular	12	may	17	7	-1	0	unknown	0no
25	student	married	tertiary	no	0	yes	no	cellular	9	jul	160	1	-1	0	unknown	0no