Datasets:

cestwc
/

bank-marketing

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train · 45.2k rows

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age float32 18 95	job class label 12 classes	marital class label 3 classes	education class label 4 classes	default class label 2 classes	balance float32 -8,019 102k	housing class label 2 classes	loan class label 2 classes	contact class label 3 classes	day float32 1 31	month class label 12 classes	duration float32 0 4.92k	campaign float32 1 63	pdays float32 1 999	poutcome class label 4 classes	y class label 2 classes
47	0admin.	1married	1secondary	0no	219	1yes	0no	2unknown	5	4may	577	1	999	3unknown	0no
48	6self-employed	1married	2tertiary	0no	7	1yes	0no	2unknown	5	4may	286	1	999	3unknown	0no
44	1blue-collar	1married	1secondary	0no	575	1yes	0no	2unknown	5	4may	477	1	999	3unknown	0no
35	8student	2single	3unknown	0no	298	1yes	0no	2unknown	5	4may	611	2	999	3unknown	0no
35	7services	1married	1secondary	0no	0	1yes	0no	2unknown	5	4may	471	1	999	3unknown	0no
50	7services	1married	1secondary	0no	5,699	1yes	0no	2unknown	5	4may	381	2	999	3unknown	0no
41	4management	1married	2tertiary	0no	176	1yes	1yes	2unknown	5	4may	42	1	999	3unknown	0no
41	4management	1married	2tertiary	0no	517	1yes	0no	2unknown	5	4may	251	1	999	3unknown	0no
39	7services	2single	3unknown	0no	257	1yes	0no	2unknown	5	4may	408	1	999	3unknown	0no
42	5retired	1married	1secondary	0no	56	1yes	0no	2unknown	5	4may	215	1	999	3unknown	0no
38	1blue-collar	1married	1secondary	0no	-390	1yes	0no	2unknown	5	4may	287	1	999	3unknown	0no
53	5retired	1married	1secondary	0no	330	1yes	0no	2unknown	5	4may	216	2	999	3unknown	0no
59	3housemaid	0divorced	0primary	0no	195	0no	0no	2unknown	5	4may	366	2	999	3unknown	0no
36	7services	1married	1secondary	0no	301	1yes	0no	2unknown	5	4may	210	1	999	3unknown	0no
54	1blue-collar	1married	0primary	0no	-41	1yes	0no	2unknown	5	4may	288	1	999	3unknown	0no
40	9technician	1married	2tertiary	0no	483	1yes	0no	2unknown	5	4may	168	1	999	3unknown	0no
47	11unknown	1married	3unknown	0no	28	0no	0no	2unknown	5	4may	338	2	999	3unknown	0no
53	10unemployed	1married	3unknown	0no	13	0no	0no	2unknown	5	4may	410	3	999	3unknown	0no
46	3housemaid	1married	0primary	0no	965	0no	0no	2unknown	5	4may	177	1	999	3unknown	0no
39	4management	1married	2tertiary	0no	378	1yes	1yes	2unknown	5	4may	127	2	999	3unknown	0no
40	10unemployed	1married	1secondary	0no	219	1yes	0no	2unknown	5	4may	357	1	999	3unknown	0no
28	1blue-collar	1married	0primary	0no	324	1yes	0no	2unknown	5	4may	175	1	999	3unknown	0no
35	2entrepreneur	0divorced	1secondary	0no	-69	1yes	0no	2unknown	5	4may	300	1	999	3unknown	0no
55	5retired	1married	1secondary	0no	0	0no	1yes	2unknown	5	4may	136	1	999	3unknown	0no
43	9technician	0divorced	3unknown	0no	205	1yes	0no	2unknown	5	4may	1,419	1	999	3unknown	0no
48	1blue-collar	1married	0primary	0no	278	1yes	0no	2unknown	5	4may	125	2	999	3unknown	0no
58	4management	1married	3unknown	0no	1,065	1yes	0no	2unknown	5	4may	213	3	999	3unknown	0no
33	4management	2single	2tertiary	0no	34	1yes	0no	2unknown	5	4may	27	1	999	3unknown	0no
36	1blue-collar	1married	3unknown	0no	1,033	0no	0no	2unknown	5	4may	238	2	999	3unknown	0no
53	7services	0divorced	1secondary	0no	1,467	1yes	0no	2unknown	5	4may	124	1	999	3unknown	0no
47	1blue-collar	1married	0primary	0no	-12	1yes	0no	2unknown	5	4may	18	1	999	3unknown	0no
31	7services	1married	1secondary	0no	388	1yes	0no	2unknown	5	4may	730	2	999	3unknown	0no
57	2entrepreneur	1married	1secondary	0no	294	1yes	0no	2unknown	5	4may	746	2	999	3unknown	0no
53	1blue-collar	1married	3unknown	0no	1,827	0no	0no	2unknown	5	4may	121	1	999	3unknown	0no
55	1blue-collar	1married	0primary	0no	627	1yes	0no	2unknown	5	4may	247	1	999	3unknown	0no
45	1blue-collar	1married	0primary	0no	25	1yes	0no	2unknown	5	4may	40	1	999	3unknown	0no
53	0admin.	0divorced	1secondary	0no	315	1yes	0no	2unknown	5	4may	181	2	999	3unknown	0no
37	1blue-collar	1married	0primary	0no	0	1yes	0no	2unknown	5	4may	79	1	999	3unknown	0no
44	0admin.	0divorced	1secondary	0no	66	1yes	0no	2unknown	5	4may	206	1	999	3unknown	0no
49	1blue-collar	0divorced	0primary	0no	-9	1yes	1yes	2unknown	5	4may	389	1	999	3unknown	0no
46	9technician	1married	1secondary	0no	349	1yes	1yes	2unknown	5	4may	127	1	999	3unknown	0no
43	2entrepreneur	1married	3unknown	0no	100	1yes	0no	2unknown	5	4may	702	1	999	3unknown	0no
38	0admin.	1married	1secondary	0no	0	0no	0no	2unknown	5	4may	151	1	999	3unknown	0no
43	9technician	1married	1secondary	0no	434	1yes	0no	2unknown	5	4may	117	1	999	3unknown	0no
49	4management	1married	2tertiary	0no	3,237	1yes	0no	2unknown	5	4may	232	3	999	3unknown	0no
42	4management	1married	3unknown	0no	275	0no	0no	2unknown	5	4may	408	2	999	3unknown	0no
22	1blue-collar	2single	1secondary	0no	0	1yes	0no	2unknown	5	4may	179	2	999	3unknown	0no
40	4management	1married	2tertiary	0no	207	1yes	0no	2unknown	5	4may	39	1	999	3unknown	0no
39	1blue-collar	1married	1secondary	0no	483	1yes	0no	2unknown	5	4may	282	1	999	3unknown	0no
51	7services	1married	1secondary	0no	2,248	1yes	0no	2unknown	5	4may	714	2	999	3unknown	0no
49	0admin.	1married	1secondary	0no	428	1yes	0no	2unknown	5	4may	50	1	999	3unknown	0no
53	1blue-collar	1married	1secondary	0no	0	1yes	1yes	2unknown	5	4may	181	1	999	3unknown	0no
34	7services	2single	1secondary	0no	0	1yes	0no	2unknown	5	4may	142	1	999	3unknown	0no
33	9technician	0divorced	1secondary	0no	140	1yes	0no	2unknown	5	4may	227	1	999	3unknown	0no
50	4management	2single	2tertiary	0no	297	1yes	0no	2unknown	5	4may	119	1	999	3unknown	0no
39	1blue-collar	1married	0primary	0no	279	1yes	0no	2unknown	5	4may	361	1	999	3unknown	0no
59	2entrepreneur	0divorced	1secondary	0no	901	1yes	0no	2unknown	5	4may	73	3	999	3unknown	0no
30	9technician	2single	1secondary	0no	2,573	1yes	0no	2unknown	5	4may	67	2	999	3unknown	0no
36	7services	1married	1secondary	0no	143	1yes	1yes	2unknown	5	4may	350	1	999	3unknown	0no
40	1blue-collar	1married	1secondary	0no	475	1yes	0no	2unknown	5	4may	332	2	999	3unknown	0no
53	1blue-collar	1married	1secondary	0no	70	1yes	0no	2unknown	5	4may	611	2	999	3unknown	0no
34	4management	2single	2tertiary	0no	318	1yes	0no	2unknown	5	4may	113	2	999	3unknown	0no
37	9technician	1married	1secondary	0no	275	1yes	0no	2unknown	5	4may	132	1	999	3unknown	0no
42	4management	0divorced	2tertiary	0no	742	1yes	0no	2unknown	5	4may	58	3	999	3unknown	0no
41	2entrepreneur	1married	0primary	0no	236	1yes	0no	2unknown	5	4may	151	1	999	3unknown	0no
30	8student	2single	2tertiary	0no	25	1yes	0no	2unknown	5	4may	89	2	999	3unknown	0no
37	4management	2single	2tertiary	0no	600	1yes	0no	2unknown	5	4may	152	1	999	3unknown	0no
39	0admin.	0divorced	1secondary	0no	-349	1yes	0no	2unknown	5	4may	611	2	999	3unknown	0no
41	1blue-collar	1married	0primary	0no	183	1yes	1yes	2unknown	5	4may	110	2	999	3unknown	0no
40	1blue-collar	1married	0primary	0no	0	1yes	0no	2unknown	5	4may	463	1	999	3unknown	0no
42	4management	2single	2tertiary	0no	0	1yes	1yes	2unknown	5	4may	562	2	999	3unknown	1yes
40	1blue-collar	0divorced	0primary	0no	0	1yes	0no	2unknown	5	4may	962	1	999	3unknown	0no
57	9technician	1married	1secondary	0no	1,078	1yes	0no	2unknown	5	4may	10	4	999	3unknown	0no
56	2entrepreneur	0divorced	1secondary	0no	155	0no	0no	2unknown	5	4may	118	3	999	3unknown	0no
37	0admin.	1married	1secondary	0no	190	1yes	0no	2unknown	5	4may	92	2	999	3unknown	0no
59	5retired	1married	1secondary	0no	319	1yes	0no	2unknown	5	4may	143	3	999	3unknown	0no
39	7services	0divorced	1secondary	0no	-185	1yes	0no	2unknown	5	4may	189	3	999	3unknown	0no
49	7services	1married	1secondary	0no	47	0no	0no	2unknown	5	4may	234	2	999	3unknown	0no
38	7services	2single	1secondary	0no	570	1yes	0no	2unknown	5	4may	75	2	999	3unknown	0no
36	6self-employed	1married	2tertiary	0no	19	0no	0no	2unknown	5	4may	189	2	999	3unknown	0no
50	1blue-collar	1married	0primary	0no	61	1yes	0no	2unknown	5	4may	621	3	999	3unknown	0no
41	0admin.	1married	1secondary	0no	-62	1yes	1yes	2unknown	5	4may	55	2	999	3unknown	0no
54	9technician	1married	2tertiary	0no	258	0no	0no	2unknown	5	4may	310	4	999	3unknown	0no
58	1blue-collar	1married	0primary	0no	76	1yes	0no	2unknown	5	4may	156	2	999	3unknown	0no
30	1blue-collar	2single	1secondary	0no	0	1yes	0no	2unknown	5	4may	5	2	999	3unknown	0no
33	0admin.	2single	1secondary	0no	352	1yes	0no	2unknown	5	4may	225	2	999	3unknown	0no
47	0admin.	1married	1secondary	0no	368	1yes	0no	2unknown	5	4may	125	2	999	3unknown	0no
50	9technician	2single	2tertiary	0no	339	1yes	0no	2unknown	5	4may	2	3	999	3unknown	0no
32	1blue-collar	1married	1secondary	0no	1,331	1yes	0no	2unknown	5	4may	286	2	999	3unknown	0no
40	6self-employed	1married	1secondary	0no	672	1yes	0no	2unknown	5	4may	164	2	999	3unknown	0no
37	4management	1married	2tertiary	0no	58	1yes	0no	2unknown	5	4may	98	2	999	3unknown	0no
54	9technician	2single	3unknown	0no	447	1yes	0no	2unknown	5	4may	742	2	999	3unknown	0no
24	8student	2single	1secondary	0no	423	1yes	0no	2unknown	5	4may	226	3	999	3unknown	0no
54	4management	1married	2tertiary	0no	0	0no	0no	2unknown	5	4may	120	2	999	3unknown	0no
34	9technician	1married	1secondary	0no	19	1yes	0no	2unknown	5	4may	362	4	999	3unknown	0no
56	9technician	0divorced	0primary	0no	13	1yes	0no	2unknown	5	4may	357	2	999	3unknown	0no
31	1blue-collar	2single	1secondary	0no	3	1yes	0no	2unknown	5	4may	200	2	999	3unknown	0no
24	8student	2single	1secondary	0no	82	1yes	0no	2unknown	5	4may	204	2	999	3unknown	0no
42	1blue-collar	0divorced	0primary	0no	28	1yes	0no	2unknown	5	4may	126	3	999	3unknown	0no
57	9technician	1married	1secondary	0no	792	1yes	0no	2unknown	5	4may	65	2	999	3unknown	0no

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