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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
60	retired	married	primary	no	71,188	no	no	cellular	6	oct	205	1	-1	0	unknown	0no
51	management	married	tertiary	no	5,108	yes	no	cellular	8	oct	272	1	102	8	other	0no
48	blue-collar	married	secondary	no	1,738	yes	no	cellular	15	apr	349	1	-1	0	unknown	0no
42	blue-collar	married	primary	no	-97	yes	no	cellular	3	feb	216	4	271	5	failure	0no
36	blue-collar	married	secondary	no	199	yes	no	cellular	9	jul	183	1	-1	0	unknown	0no
43	management	married	tertiary	no	489	yes	no	cellular	8	may	130	1	172	2	other	0no
31	admin.	married	primary	no	355	yes	yes	unknown	4	jun	61	6	-1	0	unknown	0no
49	technician	single	secondary	no	-97	yes	no	unknown	6	jun	92	2	-1	0	unknown	0no
35	management	divorced	tertiary	no	473	no	yes	cellular	5	aug	37	2	-1	0	unknown	0no
44	entrepreneur	married	secondary	no	6,649	yes	no	cellular	19	nov	354	2	-1	0	unknown	0no
34	self-employed	married	tertiary	no	263	no	no	cellular	4	may	203	1	78	8	other	0no
46	blue-collar	married	secondary	no	781	no	no	unknown	13	may	152	1	-1	0	unknown	0no
49	blue-collar	married	primary	no	1,032	yes	no	unknown	2	jun	41	5	-1	0	unknown	0no
32	blue-collar	married	secondary	no	119	no	no	cellular	4	may	20	5	-1	0	unknown	0no
35	management	divorced	tertiary	no	434	yes	no	cellular	11	may	277	1	271	2	success	0no
51	admin.	married	secondary	no	2,967	no	no	unknown	17	jun	83	2	-1	0	unknown	0no
57	retired	divorced	secondary	no	-331	yes	no	unknown	6	may	531	1	-1	0	unknown	0no
59	management	married	tertiary	no	1,585	no	no	telephone	28	aug	91	5	-1	0	unknown	0no
40	services	divorced	unknown	no	4,384	yes	no	unknown	5	may	315	1	-1	0	unknown	0no
49	management	single	tertiary	no	588	no	no	cellular	28	aug	70	9	-1	0	unknown	0no
51	management	married	secondary	no	3,180	yes	no	cellular	9	jul	384	1	-1	0	unknown	0no
35	admin.	married	secondary	yes	0	no	yes	unknown	4	jul	105	3	-1	0	unknown	0no
29	self-employed	married	secondary	no	-76	yes	no	unknown	27	may	305	2	-1	0	unknown	0no
32	services	single	secondary	no	152	yes	no	cellular	25	may	158	2	-1	0	unknown	1yes
37	housemaid	divorced	secondary	no	1,040	yes	no	cellular	13	may	199	1	173	2	failure	0no
49	unemployed	married	primary	no	-384	yes	no	unknown	27	may	25	1	-1	0	unknown	0no
45	technician	married	unknown	no	473	yes	no	unknown	27	may	147	1	-1	0	unknown	0no
34	technician	single	secondary	no	475	yes	no	cellular	29	jul	538	8	-1	0	unknown	0no
53	technician	married	secondary	no	0	no	no	cellular	22	aug	77	9	-1	0	unknown	0no
42	entrepreneur	married	primary	no	149	no	no	cellular	20	aug	94	2	-1	0	unknown	0no
43	technician	married	secondary	no	3,285	yes	no	unknown	13	may	1,721	2	-1	0	unknown	1yes
52	retired	married	secondary	no	424	no	no	cellular	19	nov	143	1	154	3	failure	0no
34	blue-collar	single	secondary	no	79	no	yes	cellular	20	nov	104	1	-1	0	unknown	0no
34	technician	divorced	tertiary	no	674	yes	no	cellular	7	aug	587	2	-1	0	unknown	1yes
27	services	married	secondary	no	0	yes	no	cellular	22	jul	1,608	13	-1	0	unknown	1yes
43	unemployed	married	tertiary	no	58	yes	no	cellular	9	feb	48	4	-1	0	unknown	0no
41	technician	married	tertiary	no	532	yes	no	cellular	9	jul	74	1	-1	0	unknown	0no
72	retired	married	secondary	no	4,130	no	no	cellular	12	nov	427	1	-1	0	unknown	0no
35	blue-collar	married	primary	no	422	yes	no	cellular	14	may	73	1	-1	0	unknown	0no
41	management	married	tertiary	no	437	yes	no	unknown	3	jun	14	21	-1	0	unknown	0no
36	blue-collar	divorced	primary	no	-308	yes	no	cellular	12	may	725	1	-1	0	unknown	1yes
51	housemaid	married	primary	no	30	yes	no	cellular	14	jul	333	2	-1	0	unknown	0no
37	self-employed	married	tertiary	no	137	no	no	cellular	13	aug	244	6	-1	0	unknown	0no
42	admin.	single	secondary	no	-247	yes	yes	telephone	21	oct	519	1	166	1	other	1yes
26	admin.	single	secondary	no	321	yes	no	cellular	22	jul	242	7	-1	0	unknown	0no
23	services	single	secondary	no	250	yes	no	cellular	18	may	222	1	-1	0	unknown	0no
50	management	married	tertiary	no	-470	yes	no	cellular	19	nov	130	2	160	1	failure	0no
37	blue-collar	married	secondary	no	140	yes	yes	cellular	7	may	490	1	-1	0	unknown	0no
35	management	married	tertiary	no	2,793	no	no	cellular	20	nov	258	2	-1	0	unknown	0no
37	management	married	tertiary	no	410	no	no	cellular	29	jan	337	2	-1	0	unknown	0no
79	retired	divorced	unknown	no	2,628	no	no	telephone	8	jul	220	7	450	2	failure	0no
39	technician	married	secondary	no	116	no	no	cellular	24	aug	79	2	94	2	success	0no
47	services	married	secondary	no	0	yes	no	telephone	9	jul	250	1	-1	0	unknown	0no
44	blue-collar	married	secondary	no	878	yes	no	cellular	2	jun	130	1	-1	0	unknown	0no
36	management	single	tertiary	no	2,944	no	no	cellular	18	aug	882	8	-1	0	unknown	1yes
33	blue-collar	single	secondary	no	3,975	yes	yes	cellular	17	apr	515	1	150	1	other	0no
42	services	married	secondary	no	96	yes	no	cellular	5	may	238	3	340	2	failure	0no
35	technician	single	tertiary	no	2,288	no	no	telephone	28	may	32	2	-1	0	unknown	0no
31	blue-collar	married	secondary	no	472	yes	no	unknown	13	may	907	2	-1	0	unknown	0no
58	services	married	primary	no	65	no	no	unknown	27	jun	162	1	-1	0	unknown	0no
46	management	married	tertiary	no	0	no	no	unknown	7	may	70	2	-1	0	unknown	0no
41	admin.	single	secondary	no	400	yes	no	unknown	4	jun	99	6	-1	0	unknown	0no
58	technician	married	secondary	no	7,495	yes	no	unknown	13	may	325	1	-1	0	unknown	0no
33	blue-collar	married	secondary	no	137	no	yes	cellular	18	jul	305	12	-1	0	unknown	0no
31	unemployed	married	secondary	no	24	yes	no	cellular	19	nov	631	1	-1	0	unknown	0no
55	technician	divorced	secondary	no	3,450	no	no	cellular	10	feb	169	1	183	1	failure	1yes
38	technician	single	secondary	no	311	yes	no	cellular	28	may	61	2	-1	0	unknown	0no
55	housemaid	married	secondary	no	139	no	no	cellular	22	aug	256	2	-1	0	unknown	0no
47	management	single	tertiary	no	0	no	no	unknown	11	jun	58	3	-1	0	unknown	0no
51	housemaid	married	primary	no	492	yes	no	unknown	20	may	142	3	-1	0	unknown	0no
46	management	single	tertiary	no	334	yes	no	telephone	4	may	36	6	90	2	other	0no
61	management	married	tertiary	no	997	no	no	cellular	10	mar	106	1	-1	0	unknown	1yes
47	management	single	tertiary	no	440	no	no	cellular	21	aug	71	4	-1	0	unknown	0no
34	technician	married	secondary	no	47	no	no	cellular	25	aug	132	6	-1	0	unknown	0no
34	blue-collar	married	secondary	no	1,298	yes	no	unknown	20	may	120	1	-1	0	unknown	0no
41	management	divorced	tertiary	no	3,355	no	no	cellular	14	oct	181	2	500	1	failure	0no
36	blue-collar	divorced	secondary	no	-11	no	no	unknown	5	jun	152	2	-1	0	unknown	0no
26	blue-collar	single	secondary	no	396	yes	no	unknown	28	may	302	1	-1	0	unknown	0no
35	management	married	tertiary	no	8	no	no	cellular	23	apr	93	3	-1	0	unknown	1yes
36	blue-collar	married	secondary	no	1,409	no	no	unknown	17	jun	235	2	-1	0	unknown	0no
26	management	single	tertiary	no	170	no	no	cellular	15	jun	129	1	-1	0	unknown	1yes
58	management	married	primary	no	2,769	yes	no	cellular	11	jul	94	2	-1	0	unknown	0no
50	blue-collar	married	secondary	no	2,320	yes	no	cellular	7	apr	310	1	-1	0	unknown	0no
61	retired	married	secondary	no	76	yes	no	cellular	15	jul	195	7	-1	0	unknown	0no
28	technician	single	secondary	no	2,034	yes	no	unknown	21	may	196	1	-1	0	unknown	0no
49	blue-collar	single	primary	no	3,018	yes	no	unknown	15	may	93	1	-1	0	unknown	0no
74	retired	married	secondary	no	921	no	no	telephone	17	apr	394	2	-1	0	unknown	1yes
53	blue-collar	married	secondary	no	483	yes	no	cellular	3	feb	288	3	-1	0	unknown	0no
46	self-employed	married	secondary	no	390	yes	no	cellular	31	jul	208	2	-1	0	unknown	0no
47	management	married	tertiary	no	0	no	no	cellular	27	oct	508	1	-1	0	unknown	1yes
42	blue-collar	single	primary	no	92	no	no	cellular	30	jul	86	2	-1	0	unknown	0no
56	services	married	secondary	no	22,196	yes	no	cellular	21	nov	189	1	-1	0	unknown	0no
42	technician	married	secondary	no	2	no	no	unknown	29	may	249	2	-1	0	unknown	0no
49	housemaid	married	primary	no	249	yes	no	cellular	21	nov	450	1	-1	0	unknown	0no
43	unemployed	single	unknown	no	3,274	yes	no	cellular	22	may	680	1	95	1	failure	0no
39	services	married	secondary	no	5,731	yes	no	unknown	20	may	175	2	-1	0	unknown	0no
66	retired	married	primary	no	206	no	no	cellular	9	feb	479	1	-1	0	unknown	1yes
30	technician	single	tertiary	no	2,325	no	no	cellular	5	apr	270	3	241	4	other	0no
38	management	single	tertiary	no	0	no	no	cellular	24	jul	164	1	-1	0	unknown	0no
31	blue-collar	married	secondary	no	1,664	yes	no	cellular	20	apr	158	1	182	1	success	0no