DATA UCI Bank CRM ML Pred.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U
1	age	job	marital	education	default	housing	loan	contact	month	day_of_week	duration	campaign	pdays	previous	poutcome	emp.var.rate	cons.price.idx	cons.conf.idx	euribor3m	nr.employed	y

2	30	blue-collar	married	basic.9y	no	yes	no	cellular	may	fri	487	2	999	0	nonexistent	-1.8	92.893	-46.2	1.313	5099.1	no
3	39	services	single	high.school	no	no	no	telephone	may	fri	346	4	999	0	nonexistent	1.1	93.994	-36.4	4.855	5191	no
4	25	services	married	high.school	no	yes	no	telephone	jun	wed	227	1	999	0	nonexistent	1.4	94.465	-41.8	4.962	5228.1	no
5	38	services	married	basic.9y	no	unknown	unknown	telephone	jun	fri	17	3	999	0	nonexistent	1.4	94.465	-41.8	4.959	5228.1	no
6	47	admin.	married	university.degree	no	yes	no	cellular	nov	mon	58	1	999	0	nonexistent	-0.1	93.2	-42	4.191	5195.8	no
7	32	services	single	university.degree	no	no	no	cellular	sep	thu	128	3	999	2	failure	-1.1	94.199	-37.5	0.884	4963.6	no
8	32	admin.	single	university.degree	no	yes	no	cellular	sep	mon	290	4	999	0	nonexistent	-1.1	94.199	-37.5	0.879	4963.6	no
9	41	entrepreneur	married	university.degree	unknown	yes	no	cellular	nov	mon	44	2	999	0	nonexistent	-0.1	93.2	-42	4.191	5195.8	no
10	31	services	divorced	professional.course	no	no	no	cellular	nov	tue	68	1	999	1	failure	-0.1	93.2	-42	4.153	5195.8	no
11	35	blue-collar	married	basic.9y	unknown	no	no	telephone	may	thu	170	1	999	0	nonexistent	1.1	93.994	-36.4	4.855	5191	no
12	25	services	single	basic.6y	unknown	yes	no	cellular	jul	thu	301	1	999	0	nonexistent	1.4	93.918	-42.7	4.958	5228.1	no
13	36	self-employed	single	basic.4y	no	no	no	cellular	jul	thu	148	1	999	0	nonexistent	1.4	93.918	-42.7	4.968	5228.1	no
14	36	admin.	married	high.school	no	no	no	telephone	may	wed	97	2	999	0	nonexistent	1.1	93.994	-36.4	4.859	5191	no
15	47	blue-collar	married	basic.4y	no	yes	no	telephone	jun	thu	211	2	999	0	nonexistent	1.4	94.465	-41.8	4.958	5228.1	no
16	29	admin.	single	high.school	no	no	no	cellular	may	fri	553	2	999	0	nonexistent	-1.8	92.893	-46.2	1.313	5099.1	no
17	27	services	single	university.degree	no	no	no	cellular	jul	wed	698	2	999	0	nonexistent	1.4	93.918	-42.7	4.963	5228.1	no
18	44	admin.	divorced	university.degree	no	no	no	cellular	jul	wed	191	6	999	0	nonexistent	1.4	93.918	-42.7	4.957	5228.1	no
19	46	admin.	divorced	university.degree	no	yes	no	telephone	jul	mon	59	4	999	0	nonexistent	1.4	93.918	-42.7	4.962	5228.1	no
20	45	entrepreneur	married	university.degree	unknown	yes	yes	cellular	aug	mon	38	2	999	0	nonexistent	1.4	93.444	-36.1	4.965	5228.1	no
21	50	blue-collar	married	basic.4y	no	no	yes	cellular	jul	tue	849	1	999	0	nonexistent	1.4	93.918	-42.7	4.961	5228.1	yes
22	55	services	married	basic.6y	unknown	yes	no	cellular	jul	tue	326	6	999	0	nonexistent	1.4	93.918	-42.7	4.962	5228.1	no
23	39	technician	divorced	high.school	no	no	no	cellular	mar	mon	222	1	12	2	success	-1.8	93.369	-34.8	0.639	5008.7	yes
24	29	technician	single	university.degree	no	yes	yes	cellular	aug	wed	626	3	999	0	nonexistent	1.4	93.444	-36.1	4.967	5228.1	no
25	40	management	married	high.school	no	no	yes	cellular	aug	wed	119	1	999	0	nonexistent	1.4	93.444	-36.1	4.965	5228.1	no
26	44	technician	married	professional.course	unknown	yes	no	telephone	may	fri	388	7	999	0	nonexistent	1.1	93.994	-36.4	4.864	5191	no
27	38	technician	married	professional.course	no	yes	no	cellular	aug	mon	479	1	999	0	nonexistent	1.4	93.444	-36.1	4.965	5228.1	yes
28	36	technician	divorced	professional.course	no	no	no	telephone	may	wed	446	1	999	0	nonexistent	1.1	93.994	-36.4	4.856	5191	no
29	28	blue-collar	married	basic.6y	unknown	no	no	cellular	may	mon	68	2	999	1	failure	-1.8	92.893	-46.2	1.299	5099.1	no
30	47	admin.	single	unknown	unknown	no	no	telephone	may	thu	127	1	999	0	nonexistent	1.1	93.994	-36.4	4.86	5191	no
31	34	admin.	married	university.degree	no	no	no	cellular	aug	tue	109	1	999	0	nonexistent	1.4	93.444	-36.1	4.963	5228.1	no
32	38	technician	married	university.degree	no	yes	yes	cellular	mar	tue	113	1	999	1	failure	-1.8	92.843	-50	1.687	5099.1	no
33	33	services	married	high.school	unknown	yes	no	telephone	jun	mon	393	3	999	0	nonexistent	1.4	94.465	-41.8	4.865	5228.1	no
34	51	technician	single	university.degree	no	no	no	cellular	jun	fri	151	2	999	0	nonexistent	-2.9	92.963	-40.8	1.268	5076.2	no
35	30	blue-collar	single	basic.4y	unknown	yes	no	telephone	jun	tue	256	1	999	0	nonexistent	1.4	94.465	-41.8	4.864	5228.1	no
36	48	technician	married	university.degree	no	no	no	cellular	aug	thu	42	7	999	0	nonexistent	1.4	93.444	-36.1	4.962	5228.1	no
37	28	blue-collar	single	basic.9y	no	yes	no	telephone	jun	wed	525	1	999	0	nonexistent	1.4	94.465	-41.8	4.864	5228.1	no
38	36	blue-collar	married	basic.6y	no	yes	no	telephone	may	wed	57	1	999	0	nonexistent	1.1	93.994	-36.4	4.859	5191	no
39	46	management	divorced	high.school	no	no	no	cellular	nov	wed	499	1	999	0	nonexistent	-0.1	93.2	-42	4.12	5195.8	no
40	31	technician	single	unknown	no	yes	no	cellular	may	wed	84	1	999	1	failure	-1.8	92.893	-46.2	1.334	5099.1	no
41	20	student	single	unknown	no	no	no	cellular	oct	mon	137	3	999	3	failure	-1.1	94.601	-49.5	0.977	4963.6	no
42	35	services	married	high.school	unknown	yes	no	cellular	may	tue	31	1	999	0	nonexistent	-1.8	92.893	-46.2	1.344	5099.1	no
43	38	blue-collar	married	basic.9y	unknown	unknown	unknown	telephone	jun	fri	430	1	999	0	nonexistent	1.4	94.465	-41.8	4.967	5228.1	no
44	76	retired	married	university.degree	no	no	no	cellular	aug	thu	126	1	999	1	failure	-1.7	94.027	-38.3	0.899	4991.6	no
45	45	entrepreneur	divorced	professional.course	no	yes	no	cellular	jul	tue	211	3	999	0	nonexistent	1.4	93.918	-42.7	4.961	5228.1	no
46	32	housemaid	married	basic.4y	no	yes	yes	cellular	may	fri	340	1	999	0	nonexistent	-1.8	92.893	-46.2	1.313	5099.1	no
47	39	management	single	university.degree	unknown	no	no	cellular	may	thu	412	2	999	0	nonexistent	-1.8	92.893	-46.2	1.327	5099.1	no
48	32	admin.	married	university.degree	no	no	no	telephone	nov	thu	132	1	999	0	nonexistent	-0.1	93.2	-42	4.592	5195.8	no
49	29	admin.	single	basic.9y	no	no	no	cellular	may	mon	79	2	999	0	nonexistent	-1.8	92.893	-46.2	1.299	5099.1	no
50	44	services	married	professional.course	no	no	no	cellular	aug	mon	341	2	999	0	nonexistent	1.4	93.444	-36.1	4.97	5228.1	no
51	32	services	married	high.school	no	no	yes	cellular	jul	fri	157	3	999	0	nonexistent	1.4	93.918	-42.7	4.957	5228.1	no
52	56	retired	married	university.degree	no	yes	no	cellular	jun	wed	252	1	999	2	failure	-2.9	92.963	-40.8	1.26	5076.2	no
53	33	blue-collar	married	basic.9y	no	yes	no	cellular	may	thu	263	1	999	0	nonexistent	-1.8	92.893	-46.2	1.327	5099.1	no
54	39	management	married	high.school	no	no	no	cellular	aug	fri	215	3	999	0	nonexistent	1.4	93.444	-36.1	4.966	5228.1	no
55	24	technician	married	university.degree	no	yes	yes	cellular	sep	tue	89	2	3	1	success	-3.4	92.379	-29.8	0.77	5017.5	yes
56	33	admin.	single	university.degree	no	yes	no	cellular	may	thu	143	1	999	0	nonexistent	-1.8	92.893	-46.2	1.327	5099.1	no
57	58	entrepreneur	divorced	university.degree	no	no	no	telephone	jun	thu	40	2	999	0	nonexistent	1.4	94.465	-41.8	4.866	5228.1	no
58	29	admin.	single	university.degree	no	yes	no	telephone	jun	fri	10	27	999	0	nonexistent	1.4	94.465	-41.8	4.959	5228.1	no
59	31	admin.	married	university.degree	no	yes	no	cellular	aug	thu	113	1	999	0	nonexistent	1.4	93.444	-36.1	4.964	5228.1	no
60	27	admin.	married	university.degree	no	no	no	telephone	may	wed	191	5	999	0	nonexistent	1.1	93.994	-36.4	4.857	5191	no
61	60	admin.	divorced	professional.course	no	yes	no	cellular	sep	wed	481	1	999	1	failure	-1.1	94.199	-37.5	0.886	4963.6	yes
62	55	entrepreneur	married	professional.course	no	yes	yes	cellular	oct	mon	233	1	999	2	failure	-3.4	92.431	-26.9	0.739	5017.5	no
63	37	blue-collar	married	basic.9y	no	yes	no	cellular	may	wed	204	2	999	0	nonexistent	-1.8	92.893	-46.2	1.334	5099.1	no
64	52	admin.	married	unknown	no	yes	no	telephone	apr	wed	403	1	6	1	success	-1.8	93.749	-34.6	0.654	5008.7	yes
65	46	services	married	high.school	no	yes	no	cellular	apr	mon	180	1	999	0	nonexistent	-1.8	93.075	-47.1	1.405	5099.1	no
66	42	blue-collar	divorced	basic.6y	no	yes	no	cellular	may	wed	16	2	999	0	nonexistent	-1.8	92.893	-46.2	1.281	5099.1	no
67	35	admin.	single	university.degree	no	yes	no	cellular	jul	mon	447	3	999	0	nonexistent	1.4	93.918	-42.7	4.96	5228.1	no
68	49	technician	divorced	unknown	no	yes	yes	cellular	oct	thu	81	1	999	0	nonexistent	-3.4	92.431	-26.9	0.754	5017.5	no
69	29	services	divorced	high.school	no	no	yes	telephone	jun	mon	361	3	999	0	nonexistent	1.4	94.465	-41.8	4.865	5228.1	no
70	32	blue-collar	married	basic.9y	no	no	no	cellular	nov	mon	1091	2	5	1	success	-0.1	93.2	-42	4.191	5195.8	yes
71	37	self-employed	married	university.degree	no	no	no	cellular	may	fri	395	1	999	1	failure	-1.8	92.893	-46.2	1.313	5099.1	no
72	39	technician	single	professional.course	unknown	no	no	telephone	jun	mon	432	4	999	0	nonexistent	1.4	94.465	-41.8	4.865	5228.1	yes
73	51	services	married	high.school	unknown	yes	no	telephone	jul	mon	596	3	999	0	nonexistent	1.4	93.918	-42.7	4.962	5228.1	yes
74	28	admin.	single	high.school	no	yes	no	cellular	may	tue	59	3	999	0	nonexistent	-1.8	92.893	-46.2	1.291	5099.1	no
75	34	management	married	university.degree	no	yes	no	cellular	may	wed	77	4	999	0	nonexistent	-1.8	92.893	-46.2	1.281	5099.1	no
76	31	technician	single	high.school	no	yes	yes	cellular	aug	tue	768	1	999	0	nonexistent	1.4	93.444	-36.1	4.966	5228.1	yes
77	31	admin.	married	university.degree	no	yes	no	cellular	aug	thu	96	5	999	0	nonexistent	1.4	93.444	-36.1	4.962	5228.1	no
78	31	admin.	single	university.degree	no	yes	no	telephone	jun	wed	357	2	999	0	nonexistent	1.4	94.465	-41.8	4.864	5228.1	no
79	38	self-employed	single	university.degree	no	no	no	telephone	may	thu	459	2	999	0	nonexistent	1.1	93.994	-36.4	4.855	5191	no
80	33	unemployed	married	basic.9y	no	no	no	telephone	jun	fri	11	6	999	0	nonexistent	1.4	94.465	-41.8	4.959	5228.1	no
81	32	technician	single	university.degree	no	no	no	cellular	aug	tue	264	12	999	0	nonexistent	1.4	93.444	-36.1	4.966	5228.1	no
82	54	technician	married	professional.course	unknown	yes	no	cellular	apr	mon	698	1	999	0	nonexistent	-1.8	93.075	-47.1	1.405	5099.1	no
83	41	admin.	divorced	high.school	no	yes	no	telephone	jun	tue	204	2	999	0	nonexistent	1.4	94.465	-41.8	4.961	5228.1	no
84	59	services	married	basic.4y	unknown	no	no	cellular	aug	thu	93	7	999	0	nonexistent	1.4	93.444	-36.1	4.963	5228.1	no
85	57	retired	married	university.degree	no	yes	no	cellular	apr	thu	374	1	2	1	success	-1.8	93.075	-47.1	1.365	5099.1	no
86	38	entrepreneur	divorced	university.degree	no	yes	no	cellular	nov	thu	252	1	999	0	nonexistent	-0.1	93.2	-42	4.076	5195.8	no
87	46	admin.	married	university.degree	no	yes	no	telephone	may	tue	158	1	999	0	nonexistent	1.1	93.994	-36.4	4.857	5191	no
88	37	unemployed	single	university.degree	no	yes	yes	cellular	nov	tue	95	1	999	0	nonexistent	-0.1	93.2	-42	4.153	5195.8	no
89	47	services	single	basic.9y	no	unknown	unknown	telephone	jun	thu	835	3	999	0	nonexistent	1.4	94.465	-41.8	4.961	5228.1	yes
90	45	admin.	single	university.degree	no	no	no	cellular	aug	thu	505	1	999	0	nonexistent	1.4	93.444	-36.1	4.964	5228.1	yes
91	36	blue-collar	married	basic.6y	no	yes	no	telephone	jul	wed	16	1	999	0	nonexistent	1.4	93.918	-42.7	4.962	5228.1	no
92	40	unemployed	single	high.school	no	yes	no	cellular	jul	mon	300	5	999	0	nonexistent	1.4	93.918	-42.7	4.96	5228.1	no
93	38	blue-collar	married	basic.9y	no	no	no	cellular	nov	tue	180	2	999	1	failure	-0.1	93.2	-42	4.153	5195.8	no
94	44	blue-collar	married	high.school	unknown	no	no	telephone	jun	tue	390	2	999	0	nonexistent	1.4	94.465	-41.8	4.961	5228.1	no
95	25	self-employed	married	university.degree	no	yes	no	telephone	may	fri	274	2	999	0	nonexistent	1.1	93.994	-36.4	4.857	5191	no
96	30	blue-collar	single	basic.6y	no	yes	no	telephone	jul	tue	135	5	999	0	nonexistent	1.4	93.918	-42.7	4.961	5228.1	no
97	43	management	married	professional.course	no	no	no	cellular	nov	tue	257	2	999	0	nonexistent	-0.1	93.2	-42	4.153	5195.8	no
98	58	retired	married	basic.6y	unknown	no	no	telephone	may	mon	268	3	999	0	nonexistent	1.1	93.994	-36.4	4.857	5191	no
99	31	technician	married	professional.course	no	yes	no	telephone	may	wed	157	6	999	0	nonexistent	1.1	93.994	-36.4	4.856	5191	no
100	53	management	married	university.degree	no	no	no	cellular	jul	tue	477	2	999	0	nonexistent	1.4	93.918	-42.7	4.961	5228.1	no