Datasets:

Andyrasika
/

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	poutcome stringclasses 4 values	y stringclasses 2 values
58	management	married	tertiary	no	2,143	yes	no	unknown	5	may	261	1	-1	unknown	no
44	technician	single	secondary	no	29	yes	no	unknown	5	may	151	1	-1	unknown	no
33	entrepreneur	married	secondary	no	2	yes	yes	unknown	5	may	76	1	-1	unknown	no
47	blue-collar	married	unknown	no	1,506	yes	no	unknown	5	may	92	1	-1	unknown	no
33	unknown	single	unknown	no	1	no	no	unknown	5	may	198	1	-1	unknown	no
35	management	married	tertiary	no	231	yes	no	unknown	5	may	139	1	-1	unknown	no
28	management	single	tertiary	no	447	yes	yes	unknown	5	may	217	1	-1	unknown	no
42	entrepreneur	divorced	tertiary	yes	2	yes	no	unknown	5	may	380	1	-1	unknown	no
58	retired	married	primary	no	121	yes	no	unknown	5	may	50	1	-1	unknown	no
43	technician	single	secondary	no	593	yes	no	unknown	5	may	55	1	-1	unknown	no
41	admin.	divorced	secondary	no	270	yes	no	unknown	5	may	222	1	-1	unknown	no
29	admin.	single	secondary	no	390	yes	no	unknown	5	may	137	1	-1	unknown	no
53	technician	married	secondary	no	6	yes	no	unknown	5	may	517	1	-1	unknown	no
58	technician	married	unknown	no	71	yes	no	unknown	5	may	71	1	-1	unknown	no
57	services	married	secondary	no	162	yes	no	unknown	5	may	174	1	-1	unknown	no
51	retired	married	primary	no	229	yes	no	unknown	5	may	353	1	-1	unknown	no
45	admin.	single	unknown	no	13	yes	no	unknown	5	may	98	1	-1	unknown	no
57	blue-collar	married	primary	no	52	yes	no	unknown	5	may	38	1	-1	unknown	no
60	retired	married	primary	no	60	yes	no	unknown	5	may	219	1	-1	unknown	no
33	services	married	secondary	no	0	yes	no	unknown	5	may	54	1	-1	unknown	no
28	blue-collar	married	secondary	no	723	yes	yes	unknown	5	may	262	1	-1	unknown	no
56	management	married	tertiary	no	779	yes	no	unknown	5	may	164	1	-1	unknown	no
32	blue-collar	single	primary	no	23	yes	yes	unknown	5	may	160	1	-1	unknown	no
25	services	married	secondary	no	50	yes	no	unknown	5	may	342	1	-1	unknown	no
40	retired	married	primary	no	0	yes	yes	unknown	5	may	181	1	-1	unknown	no
44	admin.	married	secondary	no	-372	yes	no	unknown	5	may	172	1	-1	unknown	no
39	management	single	tertiary	no	255	yes	no	unknown	5	may	296	1	-1	unknown	no
52	entrepreneur	married	secondary	no	113	yes	yes	unknown	5	may	127	1	-1	unknown	no
46	management	single	secondary	no	-246	yes	no	unknown	5	may	255	2	-1	unknown	no
36	technician	single	secondary	no	265	yes	yes	unknown	5	may	348	1	-1	unknown	no
57	technician	married	secondary	no	839	no	yes	unknown	5	may	225	1	-1	unknown	no
49	management	married	tertiary	no	378	yes	no	unknown	5	may	230	1	-1	unknown	no
60	admin.	married	secondary	no	39	yes	yes	unknown	5	may	208	1	-1	unknown	no
59	blue-collar	married	secondary	no	0	yes	no	unknown	5	may	226	1	-1	unknown	no
51	management	married	tertiary	no	10,635	yes	no	unknown	5	may	336	1	-1	unknown	no
57	technician	divorced	secondary	no	63	yes	no	unknown	5	may	242	1	-1	unknown	no
25	blue-collar	married	secondary	no	-7	yes	no	unknown	5	may	365	1	-1	unknown	no
53	technician	married	secondary	no	-3	no	no	unknown	5	may	1,666	1	-1	unknown	no
36	admin.	divorced	secondary	no	506	yes	no	unknown	5	may	577	1	-1	unknown	no
37	admin.	single	secondary	no	0	yes	no	unknown	5	may	137	1	-1	unknown	no
44	services	divorced	secondary	no	2,586	yes	no	unknown	5	may	160	1	-1	unknown	no
50	management	married	secondary	no	49	yes	no	unknown	5	may	180	2	-1	unknown	no
60	blue-collar	married	unknown	no	104	yes	no	unknown	5	may	22	1	-1	unknown	no
54	retired	married	secondary	no	529	yes	no	unknown	5	may	1,492	1	-1	unknown	no
58	retired	married	unknown	no	96	yes	no	unknown	5	may	616	1	-1	unknown	no
36	admin.	single	primary	no	-171	yes	no	unknown	5	may	242	1	-1	unknown	no
58	self-employed	married	tertiary	no	-364	yes	no	unknown	5	may	355	1	-1	unknown	no
44	technician	married	secondary	no	0	yes	no	unknown	5	may	225	2	-1	unknown	no
55	technician	divorced	secondary	no	0	no	no	unknown	5	may	160	1	-1	unknown	no
29	management	single	tertiary	no	0	yes	no	unknown	5	may	363	1	-1	unknown	no
54	blue-collar	married	secondary	no	1,291	yes	no	unknown	5	may	266	1	-1	unknown	no
48	management	divorced	tertiary	no	-244	yes	no	unknown	5	may	253	1	-1	unknown	no
32	management	married	tertiary	no	0	yes	no	unknown	5	may	179	1	-1	unknown	no
42	admin.	single	secondary	no	-76	yes	no	unknown	5	may	787	1	-1	unknown	no
24	technician	single	secondary	no	-103	yes	yes	unknown	5	may	145	1	-1	unknown	no
38	entrepreneur	single	tertiary	no	243	no	yes	unknown	5	may	174	1	-1	unknown	no
38	management	single	tertiary	no	424	yes	no	unknown	5	may	104	1	-1	unknown	no
47	blue-collar	married	unknown	no	306	yes	no	unknown	5	may	13	1	-1	unknown	no
40	blue-collar	single	unknown	no	24	yes	no	unknown	5	may	185	1	-1	unknown	no
46	services	married	primary	no	179	yes	no	unknown	5	may	1,778	1	-1	unknown	no
32	admin.	married	tertiary	no	0	yes	no	unknown	5	may	138	1	-1	unknown	no
53	technician	divorced	secondary	no	989	yes	no	unknown	5	may	812	1	-1	unknown	no
57	blue-collar	married	primary	no	249	yes	no	unknown	5	may	164	1	-1	unknown	no
33	services	married	secondary	no	790	yes	no	unknown	5	may	391	1	-1	unknown	no
49	blue-collar	married	unknown	no	154	yes	no	unknown	5	may	357	1	-1	unknown	no
51	management	married	tertiary	no	6,530	yes	no	unknown	5	may	91	1	-1	unknown	no
60	retired	married	tertiary	no	100	no	no	unknown	5	may	528	1	-1	unknown	no
59	management	divorced	tertiary	no	59	yes	no	unknown	5	may	273	1	-1	unknown	no
55	technician	married	secondary	no	1,205	yes	no	unknown	5	may	158	2	-1	unknown	no
35	blue-collar	single	secondary	no	12,223	yes	yes	unknown	5	may	177	1	-1	unknown	no
57	blue-collar	married	secondary	no	5,935	yes	yes	unknown	5	may	258	1	-1	unknown	no
31	services	married	secondary	no	25	yes	yes	unknown	5	may	172	1	-1	unknown	no
54	management	married	secondary	no	282	yes	yes	unknown	5	may	154	1	-1	unknown	no
55	blue-collar	married	primary	no	23	yes	no	unknown	5	may	291	1	-1	unknown	no
43	technician	married	secondary	no	1,937	yes	no	unknown	5	may	181	1	-1	unknown	no
53	technician	married	secondary	no	384	yes	no	unknown	5	may	176	1	-1	unknown	no
44	blue-collar	married	secondary	no	582	no	yes	unknown	5	may	211	1	-1	unknown	no
55	services	divorced	secondary	no	91	no	no	unknown	5	may	349	1	-1	unknown	no
49	services	divorced	secondary	no	0	yes	yes	unknown	5	may	272	1	-1	unknown	no
55	services	divorced	secondary	yes	1	yes	no	unknown	5	may	208	1	-1	unknown	no
45	admin.	single	secondary	no	206	yes	no	unknown	5	may	193	1	-1	unknown	no
47	services	divorced	secondary	no	164	no	no	unknown	5	may	212	1	-1	unknown	no
42	technician	single	secondary	no	690	yes	no	unknown	5	may	20	1	-1	unknown	no
59	admin.	married	secondary	no	2,343	yes	no	unknown	5	may	1,042	1	-1	unknown	yes
46	self-employed	married	tertiary	no	137	yes	yes	unknown	5	may	246	1	-1	unknown	no
51	blue-collar	married	primary	no	173	yes	no	unknown	5	may	529	2	-1	unknown	no
56	admin.	married	secondary	no	45	no	no	unknown	5	may	1,467	1	-1	unknown	yes
41	technician	married	secondary	no	1,270	yes	no	unknown	5	may	1,389	1	-1	unknown	yes
46	management	divorced	secondary	no	16	yes	yes	unknown	5	may	188	2	-1	unknown	no
57	retired	married	secondary	no	486	yes	no	unknown	5	may	180	2	-1	unknown	no
42	management	single	secondary	no	50	no	no	unknown	5	may	48	1	-1	unknown	no
30	technician	married	secondary	no	152	yes	yes	unknown	5	may	213	2	-1	unknown	no
60	admin.	married	secondary	no	290	yes	no	unknown	5	may	583	1	-1	unknown	no
60	blue-collar	married	unknown	no	54	yes	no	unknown	5	may	221	1	-1	unknown	no
57	entrepreneur	divorced	secondary	no	-37	no	no	unknown	5	may	173	1	-1	unknown	no
36	management	married	tertiary	no	101	yes	yes	unknown	5	may	426	1	-1	unknown	no
55	blue-collar	married	secondary	no	383	no	no	unknown	5	may	287	1	-1	unknown	no
60	retired	married	tertiary	no	81	yes	no	unknown	5	may	101	1	-1	unknown	no
39	technician	married	secondary	no	0	yes	no	unknown	5	may	203	1	-1	unknown	no
46	management	married	tertiary	no	229	yes	no	unknown	5	may	197	1	-1	unknown	no

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