Datasets:

Andyrasika
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banking-marketing

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train · 45.2k rows

age int64 18 95	job stringclasses 12 values	marital stringclasses 3 values	education stringclasses 4 values	default stringclasses 2 values	balance int64 -8,019 102k	housing stringclasses 2 values	loan stringclasses 2 values	contact stringclasses 3 values	day int64 1 31	month stringclasses 12 values	duration int64 0 4.92k	campaign int64 1 63	pdays int64 -1 871	previous int64 0 275	poutcome stringclasses 4 values	y stringclasses 2 values
72	retired	married	tertiary	no	3,561	no	no	telephone	15	sep	511	3	184	7	success	yes
24	student	single	secondary	no	8,165	no	no	cellular	15	sep	216	1	-1	0	unknown	yes
31	management	single	tertiary	no	3,340	no	no	cellular	15	sep	213	2	469	3	success	yes
30	technician	single	tertiary	no	0	no	no	cellular	15	sep	214	2	-1	0	unknown	no
32	student	single	unknown	no	0	no	no	unknown	15	sep	7	1	-1	0	unknown	no
24	unemployed	single	secondary	no	119	no	no	unknown	15	sep	51	1	-1	0	unknown	no
74	retired	divorced	primary	no	2,308	no	no	telephone	16	sep	251	2	535	2	success	no
33	blue-collar	single	primary	no	611	no	no	telephone	16	sep	390	2	-1	0	unknown	yes
36	technician	married	tertiary	no	376	no	no	cellular	16	sep	173	1	-1	0	unknown	yes
49	technician	married	tertiary	no	1,071	no	no	cellular	16	sep	225	1	91	1	success	yes
29	management	married	tertiary	no	247	no	no	cellular	16	sep	143	2	587	3	failure	yes
39	admin.	divorced	secondary	no	112	no	no	cellular	16	sep	574	3	-1	0	unknown	yes
75	retired	divorced	primary	no	852	no	no	cellular	16	sep	228	1	185	1	failure	no
78	retired	divorced	primary	no	527	no	no	cellular	16	sep	193	1	-1	0	unknown	yes
61	housemaid	married	primary	no	2,580	no	no	cellular	16	sep	270	3	202	7	other	yes
60	retired	married	secondary	no	975	no	no	cellular	16	sep	303	1	792	1	failure	yes
35	management	married	unknown	no	2,326	yes	yes	cellular	16	sep	319	1	-1	0	unknown	yes
26	student	single	secondary	no	655	no	no	cellular	16	sep	190	1	-1	0	unknown	yes
37	admin.	married	secondary	no	529	yes	no	cellular	16	sep	234	1	149	2	other	no
58	management	divorced	unknown	no	2,986	no	no	cellular	16	sep	414	1	91	5	other	yes
23	self-employed	single	tertiary	no	780	no	no	cellular	16	sep	393	1	183	3	success	yes
67	retired	married	secondary	no	2,048	no	no	cellular	16	sep	452	5	195	4	other	yes
27	blue-collar	married	secondary	no	821	yes	yes	unknown	16	sep	23	1	778	41	other	no
20	student	single	unknown	no	2,785	no	no	cellular	16	sep	327	2	-1	0	unknown	yes
28	admin.	single	secondary	no	127	no	no	cellular	16	sep	1,334	2	-1	0	unknown	yes
66	retired	married	primary	no	388	no	no	cellular	17	sep	152	2	-1	0	unknown	no
41	management	married	tertiary	no	0	no	no	cellular	17	sep	294	4	63	11	other	yes
31	student	single	tertiary	no	4,951	no	no	cellular	17	sep	285	3	81	3	failure	yes
34	management	married	tertiary	no	3,301	yes	no	cellular	17	sep	164	5	92	6	success	yes
37	management	divorced	tertiary	no	488	yes	no	cellular	17	sep	328	1	854	2	failure	yes
81	retired	married	primary	no	1,154	no	no	telephone	17	sep	231	1	-1	0	unknown	yes
46	management	divorced	tertiary	no	624	no	no	cellular	17	sep	336	2	183	2	success	yes
28	admin.	married	secondary	no	242	yes	no	unknown	17	sep	47	1	779	12	failure	no
33	blue-collar	married	secondary	no	889	yes	no	unknown	18	sep	13	1	373	6	success	no
37	management	married	tertiary	no	257	no	no	unknown	20	sep	11	1	-1	0	unknown	no
46	services	married	primary	no	4,343	yes	no	unknown	20	sep	185	1	-1	0	unknown	yes
33	blue-collar	married	primary	no	-195	no	no	unknown	20	sep	9	1	-1	0	unknown	no
35	management	single	tertiary	no	151	no	no	unknown	20	sep	11	1	850	2	failure	no
32	blue-collar	single	secondary	no	427	no	no	unknown	20	sep	11	1	-1	0	unknown	no
26	management	single	tertiary	no	1	no	no	unknown	21	sep	6	1	-1	0	unknown	no
35	management	single	tertiary	no	1,120	no	no	unknown	21	sep	4	1	771	2	success	no
35	student	single	secondary	no	278	no	no	unknown	21	sep	84	1	-1	0	unknown	no
31	student	single	secondary	no	0	no	no	cellular	22	sep	173	1	-1	0	unknown	no
44	management	divorced	tertiary	no	2,367	no	no	cellular	22	sep	263	1	184	6	success	yes
23	technician	single	secondary	no	283	yes	no	cellular	22	sep	175	1	184	2	success	yes
40	entrepreneur	married	secondary	no	6,403	no	no	cellular	22	sep	208	2	-1	0	unknown	yes
41	technician	married	secondary	no	1,819	no	no	cellular	22	sep	397	1	371	3	failure	yes
27	management	married	tertiary	no	802	no	no	cellular	22	sep	569	1	-1	0	unknown	yes
45	admin.	single	secondary	no	375	no	yes	unknown	22	sep	10	1	594	6	failure	no
70	retired	married	primary	no	3,782	no	no	cellular	22	sep	704	2	190	1	failure	no
36	management	single	tertiary	no	5,958	yes	no	cellular	22	sep	155	1	184	1	success	yes
60	admin.	married	secondary	no	3,735	no	no	cellular	22	sep	183	1	184	11	success	yes
55	management	married	secondary	no	2,693	no	no	cellular	22	sep	182	1	184	7	success	yes
58	technician	married	secondary	no	99	no	no	telephone	22	sep	396	2	-1	0	unknown	yes
55	management	divorced	tertiary	no	7,010	no	no	cellular	22	sep	155	1	195	2	failure	no
43	unemployed	married	secondary	no	0	yes	yes	cellular	23	sep	183	2	184	13	failure	yes
26	management	single	tertiary	no	1,027	no	no	cellular	23	sep	744	1	-1	0	unknown	yes
25	management	single	tertiary	no	3,902	no	no	cellular	23	sep	856	1	-1	0	unknown	yes
31	housemaid	married	secondary	no	243	yes	no	cellular	23	sep	305	2	842	1	failure	yes
55	admin.	married	secondary	no	0	no	no	cellular	23	sep	180	2	238	3	success	no
33	management	married	tertiary	no	289	no	no	cellular	23	sep	333	1	-1	0	unknown	no
55	management	divorced	tertiary	no	26,306	yes	no	cellular	23	sep	84	1	589	4	failure	no
54	services	single	secondary	no	0	no	no	cellular	23	sep	209	1	-1	0	unknown	yes
33	management	single	tertiary	no	224	no	no	cellular	23	sep	409	2	92	4	success	yes
46	management	married	tertiary	no	7,485	no	no	cellular	23	sep	145	1	779	2	failure	no
29	unemployed	single	secondary	no	1,055	no	no	cellular	23	sep	427	1	603	1	failure	yes
28	admin.	single	tertiary	no	313	no	yes	cellular	23	sep	124	1	59	6	failure	no
36	admin.	single	secondary	no	60	yes	no	cellular	23	sep	156	2	-1	0	unknown	yes
31	management	single	tertiary	no	2,590	no	no	cellular	23	sep	103	2	484	2	other	no
59	management	married	tertiary	no	5,397	no	no	cellular	23	sep	244	1	92	3	success	yes
20	student	single	unknown	no	179	no	no	cellular	23	sep	317	1	182	6	failure	no
37	blue-collar	single	unknown	no	217	no	no	cellular	23	sep	272	2	-1	0	unknown	yes
30	technician	single	secondary	no	1,532	no	no	cellular	23	sep	447	1	489	6	failure	no
35	technician	married	tertiary	no	0	yes	yes	cellular	23	sep	112	1	62	6	other	no
36	unemployed	married	secondary	no	17,458	no	no	cellular	23	sep	390	2	-1	0	unknown	no
82	retired	divorced	primary	no	928	no	no	telephone	23	sep	217	2	188	3	other	no
34	management	married	tertiary	no	937	no	no	cellular	23	sep	405	1	391	3	failure	no
28	management	single	tertiary	no	6,551	no	no	cellular	23	sep	203	1	-1	0	unknown	yes
31	blue-collar	married	secondary	no	812	yes	no	cellular	23	sep	245	1	-1	0	unknown	no
30	self-employed	single	tertiary	no	655	no	no	cellular	23	sep	272	4	184	1	success	yes
38	management	married	tertiary	no	845	no	no	cellular	23	sep	134	1	-1	0	unknown	no
35	admin.	single	secondary	no	303	no	no	cellular	24	sep	173	2	190	10	other	yes
39	admin.	married	tertiary	no	1,322	yes	no	cellular	24	sep	157	3	486	1	other	no
36	self-employed	married	tertiary	no	980	no	no	cellular	24	sep	349	2	53	8	failure	no
40	management	single	tertiary	no	3,840	yes	no	cellular	24	sep	232	2	409	2	success	yes
32	blue-collar	single	secondary	no	2,093	no	no	cellular	24	sep	224	2	444	1	failure	yes
38	management	married	tertiary	no	0	no	no	cellular	24	sep	246	12	197	6	failure	no
49	management	married	tertiary	no	1,167	yes	yes	cellular	24	sep	249	1	91	14	success	yes
50	services	married	secondary	no	2,376	yes	no	cellular	24	sep	395	1	-1	0	unknown	yes
29	unemployed	single	secondary	no	670	yes	no	unknown	26	sep	6	1	-1	0	unknown	no
36	unemployed	married	secondary	no	923	no	no	unknown	27	sep	6	1	-1	0	unknown	no
55	services	divorced	secondary	no	0	no	no	cellular	27	sep	262	6	193	4	success	yes
89	retired	married	primary	no	0	no	no	telephone	27	sep	157	5	-1	0	unknown	no
81	retired	divorced	primary	no	949	no	no	cellular	27	sep	188	2	280	1	other	yes
72	retired	married	primary	no	4,657	no	no	cellular	27	sep	132	4	94	16	other	no
34	management	married	tertiary	no	812	no	no	cellular	27	sep	156	2	279	1	failure	no
23	student	single	secondary	no	1,062	no	no	telephone	27	sep	379	3	-1	0	unknown	no
31	technician	married	tertiary	no	3,338	yes	no	cellular	27	sep	162	2	95	4	failure	no
24	management	single	tertiary	no	393	no	no	cellular	27	sep	1,298	1	-1	0	unknown	yes
77	retired	married	tertiary	no	0	no	no	cellular	27	sep	990	4	-1	0	unknown	no