Age
float64 3
82
| Duration(Sec)
int64 3
2.46k
| CC Contact Freq
int64 1
42
| Days Since PC
int64 0
120
| PC Contact Freq
int64 0
5
| Job
stringclasses 12
values | Marital Status
stringclasses 4
values | Education
stringclasses 6
values | Defaulter
stringclasses 3
values | Home Loan
stringclasses 3
values | Personal Loan
stringclasses 3
values | Communication Type
stringclasses 2
values | Last Month Contacted
stringclasses 10
values | Day of Week
stringclasses 5
values | PC Outcome
stringclasses 3
values | prediction
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59 | 95 | 2 | 0 | 0 | retired | married | university degree | unknown | no | no | telephone | jul | mon | nonexistent | 0 |
44 | 88 | 1 | 0 | 0 | unknown | single | experience | unknown | yes | no | telephone | may | tue | nonexistent | 0 |
32 | 93 | 4 | 0 | 0 | self-employed | single | university degree | no | yes | no | telephone | nov | thu | nonexistent | 0 |
44 | 147 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | nov | thu | nonexistent | 0 |
31 | 276 | 1 | 0 | 0 | technician | single | Others | unknown | yes | no | cellular | nov | thu | nonexistent | 0 |
33 | 155 | 1 | 0 | 0 | self-employed | divorced | university degree | no | yes | no | cellular | may | thu | nonexistent | 0 |
35 | 103 | 8 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | jul | wed | nonexistent | 0 |
35 | 188 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | fri | nonexistent | 0 |
55 | 33 | 1 | 0 | 0 | services | married | high school | unknown | no | no | cellular | aug | mon | nonexistent | 0 |
42 | 422 | 5 | 0 | 0 | admin. | single | university degree | no | yes | no | telephone | may | mon | nonexistent | 0 |
31 | 150 | 2 | 0 | 0 | services | divorced | high school | no | no | no | cellular | apr | mon | nonexistent | 0 |
53 | 332 | 1 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | may | tue | nonexistent | 0 |
38 | 1,066 | 9 | 0 | 0 | management | married | Others | unknown | no | no | telephone | jun | wed | nonexistent | 0 |
37 | 125 | 1 | 0 | 1 | blue-collar | married | experience | no | yes | no | cellular | may | thu | failure | 0 |
58 | 75 | 2 | 0 | 0 | admin. | divorced | university degree | unknown | no | yes | cellular | aug | mon | nonexistent | 0 |
58 | 35 | 1 | 0 | 0 | housemaid | married | experience | unknown | yes | no | telephone | jul | tue | nonexistent | 0 |
35 | 192 | 1 | 0 | 0 | admin. | divorced | university degree | no | yes | no | telephone | may | fri | nonexistent | 0 |
36 | 443 | 2 | 0 | 0 | technician | married | experience | no | no | no | telephone | may | wed | nonexistent | 0 |
42 | 252 | 4 | 0 | 0 | services | divorced | high school | no | yes | no | cellular | may | mon | nonexistent | 0 |
58 | 119 | 1 | 0 | 0 | retired | married | high school | no | no | no | cellular | jul | thu | nonexistent | 0 |
37 | 197 | 1 | 0 | 0 | technician | single | professional.course | no | no | no | telephone | may | mon | nonexistent | 0 |
37 | 103 | 2 | 0 | 0 | services | married | experience | no | yes | no | cellular | apr | wed | nonexistent | 0 |
39 | 206 | 7 | 0 | 1 | management | married | university degree | no | yes | yes | cellular | sep | thu | failure | 0 |
32 | 281 | 2 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | aug | wed | nonexistent | 0 |
42 | 160 | 1 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | may | thu | nonexistent | 0 |
29 | 126 | 1 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | jul | wed | nonexistent | 0 |
60 | 545 | 1 | 0 | 0 | blue-collar | married | professional.course | no | yes | no | cellular | apr | wed | nonexistent | 0 |
56 | 673 | 2 | 0 | 0 | management | married | experience | unknown | yes | no | cellular | jul | tue | nonexistent | 0 |
44 | 143 | 1 | 0 | 0 | admin. | single | university degree | no | no | yes | telephone | jun | tue | nonexistent | 0 |
31 | 276 | 2 | 0 | 0 | technician | married | university degree | no | yes | no | cellular | jun | fri | nonexistent | 0 |
30 | 296 | 4 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | aug | wed | nonexistent | 0 |
46 | 115 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | may | tue | nonexistent | 0 |
43 | 793 | 3 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | jun | wed | nonexistent | 0 |
34 | 98 | 1 | 0 | 0 | services | married | high school | no | yes | no | cellular | apr | wed | nonexistent | 0 |
38 | 24 | 5 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | jun | fri | nonexistent | 0 |
47 | 193 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | apr | thu | nonexistent | 0 |
29 | 298 | 4 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | apr | thu | nonexistent | 0 |
39 | 127 | 1 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | aug | wed | nonexistent | 0 |
35 | 131 | 2 | 0 | 0 | entrepreneur | married | high school | no | yes | no | cellular | nov | mon | nonexistent | 0 |
36 | 777 | 10 | 0 | 0 | management | married | university degree | no | no | no | cellular | jul | wed | nonexistent | 0 |
32 | 119 | 2 | 0 | 0 | management | married | high school | no | yes | yes | cellular | jun | thu | nonexistent | 0 |
25 | 235 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jul | thu | nonexistent | 0 |
44 | 107 | 3 | 0 | 0 | technician | divorced | professional.course | no | no | yes | telephone | jul | mon | nonexistent | 0 |
48 | 188 | 2 | 0 | 0 | services | married | experience | no | no | no | cellular | sep | mon | nonexistent | 0 |
27 | 466 | 1 | 0 | 0 | admin. | married | professional.course | no | no | no | cellular | may | thu | nonexistent | 0 |
63 | 49 | 3 | 0 | 0 | retired | married | experience | no | no | no | telephone | aug | thu | nonexistent | 0 |
50 | 179 | 2 | 0 | 0 | admin. | married | experience | unknown | yes | no | cellular | aug | mon | nonexistent | 0 |
38 | 247 | 1 | 0 | 0 | management | divorced | university degree | no | no | no | telephone | aug | fri | nonexistent | 0 |
29 | 97 | 4 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | jun | mon | nonexistent | 0 |
36 | 229 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | wed | nonexistent | 0 |
30 | 201 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | jun | wed | nonexistent | 0 |
43 | 458 | 6 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jun | mon | nonexistent | 0 |
44 | 186 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | jul | thu | nonexistent | 0 |
38 | 70 | 2 | 0 | 0 | blue-collar | single | Others | unknown | no | yes | telephone | may | wed | nonexistent | 0 |
52 | 272 | 1 | 0 | 0 | management | married | university degree | unknown | no | no | cellular | jul | wed | nonexistent | 0 |
46 | 252 | 3 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | aug | tue | nonexistent | 0 |
39 | 513 | 2 | 0 | 0 | entrepreneur | married | university degree | no | yes | no | telephone | jun | fri | nonexistent | 0 |
34 | 320 | 2 | 3 | 1 | technician | single | Others | no | yes | no | cellular | aug | thu | success | 1 |
53 | 115 | 2 | 0 | 1 | admin. | divorced | high school | no | yes | no | cellular | nov | thu | failure | 0 |
40 | 354 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | apr | tue | nonexistent | 0 |
50 | 36 | 3 | 0 | 1 | technician | married | experience | unknown | no | no | cellular | may | tue | failure | 0 |
59 | 368 | 2 | 0 | 0 | retired | divorced | university degree | no | no | no | cellular | jun | tue | nonexistent | 0 |
40 | 501 | 3 | 0 | 0 | services | divorced | high school | no | yes | no | telephone | apr | fri | nonexistent | 0 |
40 | 189 | 7 | 0 | 0 | services | single | high school | unknown | no | no | telephone | may | wed | nonexistent | 0 |
31 | 191 | 7 | 0 | 0 | blue-collar | divorced | professional.course | no | yes | no | telephone | may | tue | nonexistent | 0 |
34 | 85 | 2 | 0 | 0 | technician | married | university degree | no | no | no | cellular | jul | thu | nonexistent | 0 |
80 | 82 | 2 | 0 | 0 | retired | married | experience | no | no | no | cellular | oct | tue | nonexistent | 0 |
52 | 122 | 1 | 0 | 0 | technician | divorced | university degree | no | no | no | cellular | aug | tue | nonexistent | 0 |
58 | 306 | 7 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | jul | thu | nonexistent | 0 |
46 | 190 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jul | mon | nonexistent | 0 |
48 | 159 | 2 | 0 | 0 | housemaid | married | experience | no | yes | no | cellular | aug | tue | nonexistent | 0 |
33 | 214 | 2 | 0 | 1 | admin. | divorced | university degree | no | yes | no | cellular | nov | thu | failure | 0 |
46 | 346 | 6 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | thu | nonexistent | 0 |
35 | 40 | 8 | 10 | 1 | blue-collar | married | Others | no | yes | no | cellular | may | mon | success | 0 |
46 | 492 | 3 | 0 | 0 | admin. | married | high school | no | no | yes | telephone | jun | fri | nonexistent | 0 |
35 | 60 | 5 | 0 | 0 | blue-collar | single | high school | unknown | yes | no | cellular | jul | wed | nonexistent | 0 |
49 | 208 | 3 | 0 | 0 | admin. | married | university degree | unknown | no | no | telephone | may | fri | nonexistent | 0 |
33 | 335 | 2 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | jun | mon | nonexistent | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | yes | yes | yes | cellular | may | thu | success | 0 |
44 | 147 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | nov | thu | nonexistent | 0 |
56 | 212 | 1 | 0 | 1 | housemaid | divorced | experience | no | yes | no | cellular | nov | thu | failure | 0 |
29 | 152 | 1 | 0 | 1 | admin. | single | university degree | no | yes | no | cellular | may | wed | failure | 0 |
24 | 126 | 2 | 0 | 0 | technician | single | Others | no | no | no | cellular | jul | fri | nonexistent | 0 |
49 | 220 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | yes | telephone | may | wed | nonexistent | 0 |
50 | 146 | 1 | 0 | 1 | blue-collar | married | experience | no | yes | no | cellular | may | wed | failure | 0 |
21 | 279 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | may | fri | nonexistent | 0 |
48 | 742 | 1 | 0 | 0 | blue-collar | married | Others | no | yes | yes | cellular | aug | wed | nonexistent | 0 |
26 | 335 | 2 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
42 | 171 | 3 | 0 | 0 | self-employed | single | professional.course | no | yes | no | telephone | jul | thu | nonexistent | 0 |
31 | 128 | 6 | 0 | 0 | admin. | divorced | high school | no | no | no | cellular | jul | thu | nonexistent | 0 |
35 | 180 | 2 | 0 | 0 | blue-collar | married | high school | no | no | no | cellular | may | tue | nonexistent | 0 |
29 | 1,273 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | telephone | may | wed | nonexistent | 1 |
25 | 149 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | may | wed | nonexistent | 0 |
54 | 87 | 1 | 0 | 1 | blue-collar | married | experience | unknown | no | no | cellular | may | fri | failure | 0 |
30 | 298 | 1 | 0 | 0 | management | married | experience | no | yes | no | telephone | may | tue | nonexistent | 0 |
39 | 131 | 1 | 0 | 0 | admin. | married | experience | unknown | no | no | cellular | jul | wed | nonexistent | 0 |
37 | 132 | 2 | 0 | 0 | management | married | high school | no | no | no | cellular | aug | fri | nonexistent | 0 |
50 | 36 | 3 | 0 | 1 | technician | married | experience | unknown | no | no | cellular | may | tue | failure | 0 |
30 | 115 | 4 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jun | mon | nonexistent | 0 |
32 | 82 | 1 | 0 | 0 | admin. | married | university degree | no | yes | yes | cellular | jun | tue | nonexistent | 0 |