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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
50	management	married	tertiary	no	2,881	no	no	cellular	5	aug	510	2	2	5	other	0no
30	blue-collar	single	secondary	no	445	yes	no	cellular	16	apr	218	1	330	2	failure	0no
40	management	married	secondary	no	643	yes	no	cellular	17	apr	74	2	256	1	failure	0no
57	housemaid	single	secondary	no	254	no	no	cellular	8	oct	676	1	-1	0	unknown	0no
40	management	married	tertiary	no	-1,212	yes	no	cellular	15	may	1,259	2	333	18	failure	0no
41	technician	married	secondary	no	2,125	yes	yes	cellular	21	nov	285	3	116	4	failure	0no
53	technician	divorced	unknown	no	629	yes	no	cellular	8	may	298	1	-1	0	unknown	0no
48	blue-collar	married	secondary	no	-202	yes	yes	cellular	30	jul	225	4	-1	0	unknown	0no
32	technician	single	secondary	no	271	yes	no	cellular	13	may	80	2	268	2	other	0no
34	management	married	tertiary	no	703	yes	no	cellular	14	apr	342	1	-1	0	unknown	1yes
46	blue-collar	married	secondary	no	-216	yes	no	cellular	28	jul	404	3	-1	0	unknown	0no
45	services	divorced	secondary	no	88	no	yes	cellular	7	jul	332	1	-1	0	unknown	0no
51	admin.	single	tertiary	no	16	yes	no	cellular	30	jan	158	1	-1	0	unknown	0no
31	management	married	secondary	no	466	yes	no	cellular	14	may	164	1	-1	0	unknown	0no
47	technician	married	secondary	no	-75	yes	no	cellular	4	feb	57	1	247	1	other	0no
32	blue-collar	married	secondary	no	456	no	no	cellular	12	may	121	1	-1	0	unknown	0no
41	technician	married	secondary	no	77	yes	no	cellular	7	may	56	1	-1	0	unknown	0no
37	services	single	secondary	no	-244	no	no	unknown	3	jul	178	1	-1	0	unknown	0no
27	blue-collar	single	primary	no	1,209	no	no	cellular	29	jan	283	1	-1	0	unknown	0no
27	services	married	secondary	no	58	yes	no	cellular	7	may	113	1	337	2	other	0no
50	management	married	secondary	yes	421	no	no	cellular	20	nov	22	5	-1	0	unknown	0no
31	management	single	tertiary	no	112	yes	no	cellular	2	feb	159	2	271	1	failure	0no
40	self-employed	married	tertiary	no	13,669	no	no	cellular	15	oct	138	1	136	8	other	0no
43	management	married	tertiary	no	1,429	yes	no	cellular	19	nov	1,015	1	198	2	other	1yes
39	technician	married	tertiary	no	794	no	no	telephone	2	feb	182	1	-1	0	unknown	0no
31	entrepreneur	single	tertiary	no	1,957	no	no	cellular	4	feb	112	3	-1	0	unknown	0no
48	technician	married	secondary	no	454	yes	no	cellular	10	jul	114	1	-1	0	unknown	0no
32	blue-collar	single	primary	no	882	no	yes	cellular	29	jul	80	8	-1	0	unknown	0no
47	unemployed	married	primary	no	168	yes	no	telephone	30	jan	66	1	241	1	other	0no
35	management	single	tertiary	no	714	yes	no	cellular	26	aug	135	22	-1	0	unknown	0no
42	management	single	tertiary	no	0	no	no	cellular	7	sep	99	1	-1	0	unknown	0no
47	blue-collar	married	secondary	no	1,996	no	no	unknown	5	jun	761	2	-1	0	unknown	1yes
59	retired	married	secondary	no	163	no	no	cellular	24	jul	464	1	-1	0	unknown	0no
38	admin.	married	secondary	no	3,190	yes	no	unknown	20	jun	20	2	-1	0	unknown	0no
50	unemployed	married	secondary	no	1,772	no	no	cellular	29	jul	206	4	-1	0	unknown	0no
27	services	single	secondary	no	-151	no	no	cellular	8	jul	283	2	-1	0	unknown	0no
55	housemaid	married	primary	no	16	no	no	unknown	20	jun	64	1	-1	0	unknown	0no
39	services	single	secondary	no	7,066	yes	no	cellular	15	may	667	3	357	3	other	1yes
31	technician	single	tertiary	no	454	no	no	cellular	4	feb	73	3	-1	0	unknown	0no
37	entrepreneur	married	tertiary	no	4,798	yes	no	unknown	20	may	156	2	-1	0	unknown	0no
28	technician	single	secondary	yes	-298	yes	no	unknown	3	jun	559	7	-1	0	unknown	0no
42	technician	married	secondary	no	439	no	no	cellular	20	aug	143	2	-1	0	unknown	0no
40	services	divorced	secondary	no	1,927	yes	no	unknown	15	may	62	1	-1	0	unknown	0no
59	management	single	secondary	no	671	yes	yes	cellular	29	jan	219	2	259	5	failure	0no
40	services	single	secondary	no	65	yes	no	cellular	15	may	15	3	-1	0	unknown	0no
43	technician	married	secondary	no	-932	yes	no	cellular	16	apr	567	1	-1	0	unknown	0no
38	technician	single	secondary	no	4,366	yes	no	cellular	29	jul	188	2	-1	0	unknown	0no
54	retired	married	primary	no	0	yes	no	cellular	11	jul	159	2	-1	0	unknown	0no
41	blue-collar	married	secondary	no	4,900	yes	no	telephone	31	jul	121	2	-1	0	unknown	0no
55	housemaid	divorced	primary	no	976	no	no	cellular	28	jun	345	1	94	3	other	1yes
33	management	married	tertiary	no	148	no	no	unknown	20	may	717	1	-1	0	unknown	0no
46	blue-collar	married	secondary	no	5	no	no	cellular	18	aug	71	3	-1	0	unknown	0no
36	management	married	secondary	no	-148	no	no	cellular	18	nov	144	2	-1	0	unknown	0no
48	technician	divorced	tertiary	no	113	no	yes	cellular	22	jul	38	1	-1	0	unknown	0no
42	management	married	secondary	no	-105	yes	no	cellular	28	aug	60	2	-1	0	unknown	0no
46	management	divorced	tertiary	no	624	no	no	cellular	17	sep	336	2	183	2	success	1yes
49	technician	married	secondary	yes	-1,680	yes	yes	unknown	27	jun	92	4	-1	0	unknown	0no
36	blue-collar	married	secondary	no	-461	no	no	cellular	11	may	254	2	353	1	failure	0no
34	technician	single	tertiary	no	144	yes	yes	cellular	14	oct	104	1	85	19	failure	0no
51	entrepreneur	divorced	tertiary	no	4	yes	yes	cellular	20	apr	74	5	-1	0	unknown	0no
58	blue-collar	married	primary	no	309	no	no	cellular	19	aug	156	2	-1	0	unknown	0no
48	management	married	tertiary	no	866	no	no	cellular	29	jan	146	2	-1	0	unknown	0no
41	admin.	single	secondary	no	1,020	yes	no	unknown	19	may	882	1	-1	0	unknown	1yes
49	self-employed	married	primary	no	489	yes	no	unknown	27	may	84	4	-1	0	unknown	0no
43	management	married	primary	no	8,167	yes	no	unknown	19	may	114	2	-1	0	unknown	0no
32	blue-collar	single	secondary	no	-255	no	yes	unknown	2	jul	957	3	-1	0	unknown	0no
54	retired	married	secondary	no	3,671	no	no	unknown	11	jun	67	3	-1	0	unknown	0no
33	blue-collar	divorced	primary	no	636	yes	no	cellular	9	jul	211	11	-1	0	unknown	0no
35	technician	married	secondary	no	141	yes	no	cellular	19	aug	299	2	-1	0	unknown	0no
56	technician	married	secondary	no	150	yes	yes	cellular	11	may	102	6	349	1	failure	0no
57	technician	married	secondary	no	839	no	yes	unknown	5	may	225	1	-1	0	unknown	0no
31	housemaid	single	primary	no	26,965	no	no	cellular	21	apr	654	2	-1	0	unknown	1yes
33	technician	single	secondary	no	716	yes	no	cellular	14	may	234	2	-1	0	unknown	0no
29	technician	single	tertiary	no	2,485	no	no	telephone	24	jul	48	6	-1	0	unknown	0no
38	management	single	tertiary	no	15,030	yes	no	cellular	13	may	167	1	174	7	other	0no
37	admin.	married	secondary	no	11,303	no	no	cellular	26	may	500	2	-1	0	unknown	0no
33	entrepreneur	married	tertiary	no	595	no	no	cellular	7	aug	22	2	-1	0	unknown	0no
30	management	single	tertiary	no	19,358	no	no	cellular	19	nov	258	2	-1	0	unknown	0no
31	self-employed	single	secondary	no	203	no	yes	cellular	19	nov	177	1	-1	0	unknown	0no
28	technician	single	tertiary	no	183	yes	yes	unknown	28	may	62	2	-1	0	unknown	0no
26	admin.	single	secondary	no	255	no	no	cellular	30	apr	457	1	80	1	success	1yes
31	technician	single	secondary	no	102	yes	no	telephone	17	apr	460	2	345	2	failure	0no
50	housemaid	divorced	primary	no	94	yes	no	cellular	22	jul	184	4	-1	0	unknown	0no
45	entrepreneur	married	primary	no	58	yes	no	telephone	13	may	119	3	371	3	failure	0no
48	management	married	primary	no	606	no	no	cellular	5	mar	77	6	-1	0	unknown	0no
41	technician	married	secondary	no	0	no	yes	cellular	23	jul	107	1	-1	0	unknown	0no
60	technician	married	primary	no	65	yes	no	unknown	9	may	1,028	2	-1	0	unknown	1yes
41	blue-collar	married	secondary	no	338	yes	no	unknown	14	may	87	1	-1	0	unknown	0no
43	blue-collar	married	primary	no	757	yes	no	unknown	9	may	315	4	-1	0	unknown	0no
36	management	married	tertiary	no	9,269	yes	yes	cellular	19	nov	107	2	-1	0	unknown	0no
40	blue-collar	married	primary	no	1,206	no	yes	telephone	16	jul	201	5	-1	0	unknown	0no
28	management	single	tertiary	no	882	no	yes	cellular	29	jan	94	1	205	2	failure	0no
27	student	single	tertiary	no	5,291	no	no	cellular	12	nov	192	2	92	2	failure	1yes
49	management	single	secondary	no	61	yes	no	cellular	29	jan	185	2	246	1	failure	0no
37	technician	married	tertiary	no	0	yes	no	cellular	17	nov	77	1	-1	0	unknown	0no
31	blue-collar	married	secondary	no	1,407	yes	no	cellular	6	may	142	3	-1	0	unknown	0no
31	technician	single	secondary	yes	25	no	no	cellular	2	feb	381	1	-1	0	unknown	0no
31	blue-collar	married	secondary	no	1,354	yes	yes	cellular	17	nov	222	2	-1	0	unknown	0no
35	blue-collar	married	primary	no	793	yes	no	cellular	17	apr	106	1	-1	0	unknown	0no
51	blue-collar	divorced	unknown	no	10,287	yes	no	unknown	29	may	117	1	-1	0	unknown	0no