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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	unemployed	married	primary	no	1,787	no	no	cellular	19	oct	79	1	-1	0	unknown	0no
33	services	married	secondary	no	4,789	yes	yes	cellular	11	may	220	1	339	4	failure	0no
35	management	single	tertiary	no	1,350	yes	no	cellular	16	apr	185	1	330	1	failure	0no
30	management	married	tertiary	no	1,476	yes	yes	unknown	3	jun	199	4	-1	0	unknown	0no
59	blue-collar	married	secondary	no	0	yes	no	unknown	5	may	226	1	-1	0	unknown	0no
35	management	single	tertiary	no	747	no	no	cellular	23	feb	141	2	176	3	failure	0no
36	self-employed	married	tertiary	no	307	yes	no	cellular	14	may	341	1	330	2	other	0no
39	technician	married	secondary	no	147	yes	no	cellular	6	may	151	2	-1	0	unknown	0no
41	entrepreneur	married	tertiary	no	221	yes	no	unknown	14	may	57	2	-1	0	unknown	0no
43	services	married	primary	no	-88	yes	yes	cellular	17	apr	313	1	147	2	failure	0no
39	services	married	secondary	no	9,374	yes	no	unknown	20	may	273	1	-1	0	unknown	0no
43	admin.	married	secondary	no	264	yes	no	cellular	17	apr	113	2	-1	0	unknown	0no
36	technician	married	tertiary	no	1,109	no	no	cellular	13	aug	328	2	-1	0	unknown	0no
20	student	single	secondary	no	502	no	no	cellular	30	apr	261	1	-1	0	unknown	1yes
31	blue-collar	married	secondary	no	360	yes	yes	cellular	29	jan	89	1	241	1	failure	0no
40	management	married	tertiary	no	194	no	yes	cellular	29	aug	189	2	-1	0	unknown	0no
56	technician	married	secondary	no	4,073	no	no	cellular	27	aug	239	5	-1	0	unknown	0no
37	admin.	single	tertiary	no	2,317	yes	no	cellular	20	apr	114	1	152	2	failure	0no
25	blue-collar	single	primary	no	-221	yes	no	unknown	23	may	250	1	-1	0	unknown	0no
31	services	married	secondary	no	132	no	no	cellular	7	jul	148	1	152	1	other	0no
38	management	divorced	unknown	no	0	yes	no	cellular	18	nov	96	2	-1	0	unknown	0no
42	management	divorced	tertiary	no	16	no	no	cellular	19	nov	140	3	-1	0	unknown	0no
44	services	single	secondary	no	106	no	no	unknown	12	jun	109	2	-1	0	unknown	0no
44	entrepreneur	married	secondary	no	93	no	no	cellular	7	jul	125	2	-1	0	unknown	0no
26	housemaid	married	tertiary	no	543	no	no	cellular	30	jan	169	3	-1	0	unknown	0no
41	management	married	tertiary	no	5,883	no	no	cellular	20	nov	182	2	-1	0	unknown	0no
55	blue-collar	married	primary	no	627	yes	no	unknown	5	may	247	1	-1	0	unknown	0no
67	retired	married	unknown	no	696	no	no	telephone	17	aug	119	1	105	2	failure	0no
56	self-employed	married	secondary	no	784	no	yes	cellular	30	jul	149	2	-1	0	unknown	0no
53	admin.	married	secondary	no	105	no	yes	cellular	21	aug	74	2	-1	0	unknown	0no
68	retired	divorced	secondary	no	4,189	no	no	telephone	14	jul	897	2	-1	0	unknown	1yes
31	technician	married	secondary	no	171	no	no	cellular	27	aug	81	3	-1	0	unknown	0no
59	management	married	secondary	no	42	no	no	cellular	21	nov	40	1	-1	0	unknown	0no
32	management	single	tertiary	no	2,536	yes	no	cellular	26	aug	958	6	-1	0	unknown	1yes
49	technician	married	tertiary	no	1,235	no	no	cellular	13	aug	354	3	-1	0	unknown	1yes
42	admin.	divorced	secondary	no	1,811	yes	no	unknown	14	may	150	1	-1	0	unknown	0no
78	retired	divorced	primary	no	229	no	no	telephone	22	oct	97	1	-1	0	unknown	1yes
32	blue-collar	married	secondary	no	2,089	yes	no	cellular	14	nov	132	1	-1	0	unknown	1yes
33	management	married	secondary	no	3,935	yes	no	cellular	6	may	765	1	342	2	failure	1yes
23	services	single	tertiary	no	363	yes	no	unknown	30	may	16	18	-1	0	unknown	0no
38	management	single	tertiary	no	11,971	yes	no	unknown	17	nov	609	2	101	3	failure	0no
36	management	single	tertiary	no	553	no	no	cellular	11	aug	106	2	-1	0	unknown	0no
52	blue-collar	married	secondary	no	1,117	yes	no	cellular	13	may	365	1	-1	0	unknown	0no
32	technician	married	tertiary	no	396	yes	no	cellular	13	may	205	3	-1	0	unknown	0no
32	technician	single	tertiary	no	2,204	yes	no	cellular	21	nov	11	4	-1	0	unknown	0no
34	management	single	tertiary	no	872	yes	no	unknown	7	may	105	2	-1	0	unknown	0no
55	blue-collar	married	primary	no	145	no	no	telephone	2	feb	59	3	5	2	other	0no
26	blue-collar	married	primary	no	0	yes	no	unknown	21	may	425	1	-1	0	unknown	0no
32	entrepreneur	single	primary	yes	-849	yes	yes	cellular	4	feb	204	1	-1	0	unknown	0no
61	admin.	married	unknown	no	4,629	yes	no	cellular	27	jan	181	1	92	1	success	1yes
45	blue-collar	divorced	primary	no	844	no	no	unknown	5	jun	1,018	3	-1	0	unknown	1yes
37	technician	single	secondary	no	228	yes	no	cellular	20	aug	1,740	2	-1	0	unknown	0no
38	technician	single	secondary	no	50	no	no	cellular	29	aug	98	2	-1	0	unknown	0no
34	technician	married	tertiary	no	1,539	yes	no	cellular	15	jun	441	1	56	1	other	1yes
53	blue-collar	married	secondary	no	2,231	yes	no	cellular	14	jul	272	3	-1	0	unknown	0no
48	admin.	married	secondary	no	3,064	yes	no	telephone	15	jul	159	2	-1	0	unknown	0no
57	management	married	secondary	no	82	no	yes	telephone	4	feb	140	1	-1	0	unknown	0no
33	self-employed	single	tertiary	no	2,155	no	no	cellular	17	nov	295	1	-1	0	unknown	0no
36	retired	single	secondary	no	101	yes	yes	unknown	26	may	314	1	-1	0	unknown	0no
54	technician	divorced	secondary	no	784	yes	yes	unknown	15	may	579	1	-1	0	unknown	0no
41	blue-collar	married	primary	no	-516	no	yes	telephone	8	jul	554	3	-1	0	unknown	0no
63	retired	married	secondary	no	415	yes	no	cellular	7	oct	323	1	-1	0	unknown	0no
48	management	married	tertiary	no	5,887	no	no	cellular	13	aug	227	2	-1	0	unknown	0no
48	services	married	secondary	no	1,355	no	no	cellular	4	jul	134	2	-1	0	unknown	0no
56	admin.	married	secondary	no	16,873	no	no	cellular	7	oct	223	1	-1	0	unknown	0no
51	blue-collar	divorced	secondary	no	203	yes	no	cellular	8	may	134	1	170	5	failure	0no
31	services	married	secondary	no	338	yes	no	cellular	28	jan	155	1	-1	0	unknown	0no
29	technician	married	secondary	no	444	yes	no	cellular	21	jul	130	4	-1	0	unknown	0no
41	management	married	secondary	no	0	no	yes	cellular	7	jul	630	3	-1	0	unknown	0no
32	technician	single	tertiary	no	360	no	no	cellular	19	nov	164	2	-1	0	unknown	0no
37	management	married	tertiary	no	0	no	no	cellular	16	jul	268	2	182	3	success	1yes
42	entrepreneur	divorced	tertiary	yes	2	yes	no	unknown	5	may	380	1	-1	0	unknown	0no
31	management	single	tertiary	no	6,248	yes	no	unknown	9	may	154	2	-1	0	unknown	0no
41	services	married	tertiary	no	412	yes	no	unknown	3	jun	154	5	-1	0	unknown	0no
56	retired	married	secondary	no	344	yes	no	unknown	15	may	221	1	-1	0	unknown	0no
54	management	divorced	tertiary	no	3,222	no	no	cellular	14	aug	67	2	-1	0	unknown	0no
41	blue-collar	divorced	secondary	no	174	yes	no	cellular	14	may	367	2	297	1	other	0no
40	technician	single	secondary	no	591	no	yes	cellular	14	aug	87	6	-1	0	unknown	0no
50	blue-collar	divorced	primary	no	388	no	no	cellular	5	feb	701	1	-1	0	unknown	0no
40	unemployed	married	secondary	no	219	yes	no	cellular	17	nov	204	2	196	1	failure	0no
27	admin.	divorced	secondary	no	451	yes	no	cellular	16	jul	652	1	-1	0	unknown	1yes
60	retired	married	primary	no	5	no	no	cellular	26	aug	63	2	-1	0	unknown	0no
28	admin.	single	secondary	no	177	yes	yes	cellular	6	may	150	1	-1	0	unknown	0no
52	services	married	secondary	no	657	no	no	telephone	7	jul	398	2	460	2	failure	1yes
37	management	married	tertiary	no	1,315	no	no	cellular	30	jun	224	1	-1	0	unknown	1yes
51	blue-collar	married	primary	no	1,466	yes	no	unknown	7	may	406	2	-1	0	unknown	0no
41	technician	single	secondary	no	879	no	yes	cellular	7	jul	60	4	-1	0	unknown	0no
35	blue-collar	single	primary	no	293	yes	no	unknown	30	may	521	2	-1	0	unknown	0no
38	admin.	married	secondary	no	424	yes	no	cellular	17	apr	279	1	-1	0	unknown	0no
34	blue-collar	married	secondary	no	1,831	yes	no	unknown	20	may	203	2	-1	0	unknown	0no
39	blue-collar	married	primary	no	111	no	no	cellular	18	nov	201	2	-1	0	unknown	0no
34	blue-collar	married	primary	no	455	yes	no	unknown	20	jun	372	3	-1	0	unknown	0no
27	services	single	secondary	no	-195	yes	no	cellular	18	may	391	1	-1	0	unknown	1yes
32	management	single	tertiary	no	3,616	no	no	cellular	14	aug	165	2	-1	0	unknown	0no
57	blue-collar	married	secondary	no	14,093	no	no	cellular	11	aug	231	5	-1	0	unknown	0no
41	unknown	single	tertiary	no	1,567	no	no	cellular	1	jul	291	2	-1	0	unknown	0no
41	admin.	married	tertiary	no	5,426	yes	no	unknown	14	may	149	2	-1	0	unknown	0no
30	admin.	single	tertiary	no	261	no	no	cellular	19	oct	233	1	137	20	failure	0no
36	blue-collar	divorced	secondary	no	2,843	no	no	cellular	12	feb	473	1	182	1	success	0no
31	unemployed	single	primary	no	406	no	no	cellular	4	feb	736	1	-1	0	unknown	1yes

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