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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58 | 26 | 2 | 0 | 0 | admin. | divorced | university degree | unknown | yes | no | cellular | aug | mon | nonexistent | 0 |
33 | 56 | 2 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | aug | fri | nonexistent | 0 |
37 | 301 | 2 | 0 | 0 | blue-collar | divorced | experience | unknown | yes | yes | telephone | may | fri | nonexistent | 0 |
44 | 209 | 1 | 0 | 0 | unemployed | married | high school | unknown | yes | no | cellular | aug | wed | nonexistent | 0 |
51 | 139 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | jul | wed | nonexistent | 0 |
34 | 111 | 3 | 0 | 0 | management | married | university degree | no | yes | no | telephone | jun | thu | nonexistent | 0 |
32 | 307 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | jun | thu | nonexistent | 0 |
36 | 194 | 2 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | fri | nonexistent | 0 |
58 | 156 | 5 | 0 | 0 | retired | married | university degree | unknown | no | no | cellular | aug | thu | nonexistent | 0 |
45 | 124 | 1 | 0 | 0 | admin. | married | experience | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
30 | 368 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | mar | tue | nonexistent | 1 |
35 | 131 | 1 | 0 | 0 | blue-collar | divorced | experience | no | no | yes | telephone | may | tue | nonexistent | 0 |
31 | 246 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | jul | mon | nonexistent | 0 |
55 | 394 | 3 | 0 | 0 | retired | married | high school | no | yes | yes | cellular | jul | tue | nonexistent | 0 |
29 | 738 | 3 | 0 | 0 | unemployed | married | university degree | no | yes | no | cellular | jul | thu | nonexistent | 0 |
33 | 369 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | yes | telephone | may | thu | nonexistent | 0 |
50 | 236 | 1 | 0 | 0 | retired | married | experience | no | unknown | unknown | cellular | jul | wed | nonexistent | 0 |
49 | 248 | 1 | 0 | 0 | management | single | professional.course | no | no | no | cellular | may | wed | nonexistent | 0 |
38 | 273 | 5 | 0 | 0 | unemployed | married | high school | no | no | no | cellular | jul | mon | nonexistent | 0 |
33 | 295 | 1 | 0 | 0 | blue-collar | single | experience | no | unknown | unknown | cellular | may | fri | nonexistent | 0 |
57 | 189 | 3 | 0 | 0 | admin. | divorced | university degree | unknown | no | no | cellular | nov | fri | nonexistent | 0 |
27 | 465 | 3 | 0 | 0 | blue-collar | married | professional.course | no | yes | no | cellular | may | thu | nonexistent | 0 |
30 | 297 | 4 | 0 | 0 | admin. | single | university degree | unknown | no | yes | telephone | may | fri | nonexistent | 0 |
30 | 223 | 1 | 0 | 0 | entrepreneur | married | university degree | no | no | no | telephone | oct | fri | nonexistent | 0 |
52 | 353 | 1 | 0 | 0 | self-employed | single | university degree | unknown | no | no | telephone | may | wed | nonexistent | 0 |
45 | 219 | 1 | 0 | 0 | blue-collar | divorced | experience | unknown | yes | no | cellular | may | thu | nonexistent | 0 |
31 | 829 | 1 | 0 | 1 | blue-collar | divorced | high school | no | yes | no | cellular | may | wed | failure | 0 |
36 | 100 | 2 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | sep | fri | nonexistent | 0 |
29 | 103 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | nov | thu | nonexistent | 0 |
51 | 120 | 3 | 0 | 0 | admin. | single | university degree | no | yes | yes | cellular | may | wed | nonexistent | 0 |
35 | 51 | 8 | 0 | 0 | admin. | divorced | university degree | no | no | no | telephone | jun | tue | nonexistent | 0 |
39 | 361 | 1 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | jul | fri | nonexistent | 0 |
33 | 199 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | jul | mon | nonexistent | 0 |
32 | 271 | 2 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | mar | fri | nonexistent | 1 |
50 | 166 | 2 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | may | tue | failure | 0 |
51 | 256 | 2 | 0 | 0 | blue-collar | divorced | experience | unknown | no | no | telephone | may | wed | nonexistent | 0 |
61 | 105 | 1 | 0 | 0 | management | married | university degree | no | no | no | cellular | sep | fri | nonexistent | 0 |
28 | 359 | 1 | 0 | 0 | services | married | high school | no | no | no | cellular | jul | wed | nonexistent | 0 |
44 | 174 | 5 | 0 | 1 | technician | married | high school | no | no | no | cellular | may | mon | failure | 0 |
30 | 629 | 2 | 0 | 0 | services | married | high school | unknown | no | no | telephone | may | wed | nonexistent | 0 |
28 | 662 | 1 | 0 | 0 | technician | single | high school | no | yes | no | cellular | jul | tue | nonexistent | 0 |
57 | 86 | 2 | 0 | 0 | admin. | single | university degree | unknown | yes | no | cellular | aug | wed | nonexistent | 0 |
33 | 349 | 4 | 0 | 0 | technician | married | professional.course | no | yes | no | telephone | may | mon | nonexistent | 0 |
48 | 264 | 1 | 0 | 0 | technician | married | high school | no | no | no | cellular | oct | thu | nonexistent | 0 |
60 | 229 | 1 | 0 | 0 | housemaid | married | experience | no | yes | no | cellular | jul | thu | nonexistent | 0 |
54 | 611 | 2 | 0 | 0 | management | divorced | university degree | no | no | no | telephone | may | mon | nonexistent | 0 |
50 | 968 | 1 | 0 | 0 | self-employed | unknown | experience | no | no | no | cellular | nov | wed | nonexistent | 1 |
38 | 149 | 2 | 0 | 1 | management | married | university degree | no | no | no | cellular | sep | wed | failure | 0 |
36 | 275 | 1 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
48 | 89 | 1 | 0 | 1 | admin. | married | university degree | no | yes | yes | cellular | nov | fri | failure | 0 |
26 | 76 | 4 | 0 | 0 | student | single | university degree | no | yes | no | cellular | apr | thu | nonexistent | 0 |
39 | 206 | 1 | 0 | 0 | technician | single | professional.course | no | no | no | telephone | jul | thu | nonexistent | 0 |
36 | 856 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | wed | nonexistent | 0 |
33 | 26 | 1 | 0 | 0 | admin. | married | experience | no | yes | yes | telephone | may | wed | nonexistent | 0 |
47 | 141 | 3 | 0 | 0 | management | married | university degree | no | no | no | cellular | nov | tue | nonexistent | 0 |
47 | 317 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | may | wed | nonexistent | 0 |
26 | 87 | 5 | 0 | 0 | admin. | single | high school | no | no | no | telephone | may | wed | nonexistent | 0 |
40 | 97 | 1 | 0 | 0 | admin. | married | high school | no | no | no | telephone | jun | thu | nonexistent | 0 |
43 | 167 | 2 | 0 | 1 | management | married | university degree | unknown | no | no | cellular | may | tue | failure | 0 |
47 | 258 | 2 | 0 | 0 | blue-collar | divorced | experience | unknown | no | yes | telephone | jun | tue | nonexistent | 0 |
27 | 193 | 1 | 0 | 1 | admin. | single | high school | no | yes | no | telephone | jun | wed | failure | 0 |
32 | 67 | 5 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | nov | fri | nonexistent | 0 |
28 | 69 | 1 | 0 | 1 | admin. | single | university degree | no | no | no | cellular | jun | mon | failure | 0 |
31 | 238 | 3 | 0 | 0 | technician | married | university degree | no | no | no | cellular | aug | fri | nonexistent | 0 |
31 | 239 | 3 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | aug | mon | nonexistent | 0 |
72 | 589 | 3 | 0 | 0 | retired | single | university degree | no | yes | yes | cellular | may | fri | nonexistent | 0 |
39 | 58 | 1 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | nov | mon | nonexistent | 0 |
43 | 57 | 2 | 0 | 2 | services | married | high school | no | no | no | cellular | may | thu | failure | 0 |
25 | 420 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | jul | thu | nonexistent | 0 |
46 | 128 | 3 | 0 | 0 | blue-collar | married | experience | no | yes | yes | telephone | may | fri | nonexistent | 0 |
25 | 476 | 4 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | jul | thu | nonexistent | 0 |
39 | 189 | 2 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | may | thu | nonexistent | 0 |
35 | 7 | 5 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | may | fri | nonexistent | 0 |
45 | 76 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | nov | fri | nonexistent | 0 |
39 | 640 | 1 | 0 | 1 | unemployed | married | experience | no | yes | no | cellular | nov | wed | failure | 0 |
54 | 94 | 3 | 0 | 1 | technician | married | high school | no | yes | no | cellular | apr | mon | failure | 0 |
31 | 175 | 2 | 0 | 0 | student | single | high school | unknown | no | no | cellular | jul | fri | nonexistent | 0 |
31 | 71 | 16 | 0 | 0 | technician | single | professional.course | no | no | no | cellular | aug | fri | nonexistent | 0 |
34 | 85 | 1 | 0 | 0 | self-employed | single | university degree | no | no | yes | telephone | nov | tue | nonexistent | 0 |
39 | 19 | 1 | 0 | 0 | unemployed | divorced | high school | no | no | no | cellular | nov | thu | nonexistent | 0 |
33 | 209 | 1 | 0 | 0 | admin. | married | professional.course | no | no | no | cellular | jul | mon | nonexistent | 0 |
46 | 114 | 9 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
34 | 511 | 3 | 0 | 0 | technician | married | professional.course | no | no | no | cellular | jul | wed | nonexistent | 0 |
38 | 1,065 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | wed | nonexistent | 1 |
51 | 486 | 1 | 0 | 0 | admin. | married | university degree | no | no | yes | cellular | jul | fri | nonexistent | 0 |
45 | 57 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | wed | nonexistent | 0 |
32 | 164 | 3 | 0 | 0 | services | married | professional.course | no | unknown | unknown | telephone | jun | wed | nonexistent | 0 |
51 | 295 | 1 | 0 | 1 | entrepreneur | married | professional.course | unknown | no | no | cellular | may | mon | failure | 0 |
52 | 121 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | aug | wed | nonexistent | 0 |
37 | 331 | 4 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jun | tue | nonexistent | 0 |
32 | 51 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jul | mon | nonexistent | 0 |
46 | 599 | 2 | 0 | 0 | blue-collar | married | experience | no | no | yes | telephone | may | thu | nonexistent | 0 |
30 | 127 | 2 | 0 | 0 | admin. | single | university degree | no | no | yes | cellular | jul | tue | nonexistent | 0 |
46 | 63 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | cellular | apr | mon | nonexistent | 0 |
35 | 974 | 4 | 0 | 0 | technician | single | university degree | no | yes | no | cellular | aug | fri | nonexistent | 1 |
35 | 224 | 1 | 0 | 0 | services | married | high school | unknown | yes | yes | cellular | may | wed | nonexistent | 0 |
51 | 200 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | cellular | jul | mon | nonexistent | 0 |
36 | 389 | 1 | 0 | 0 | blue-collar | single | high school | no | no | yes | telephone | may | mon | nonexistent | 0 |
56 | 175 | 2 | 0 | 0 | management | married | experience | unknown | no | no | cellular | jul | mon | nonexistent | 0 |
23 | 621 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | apr | wed | nonexistent | 1 |