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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | 86 | 6 | 0 | 0 | technician | married | university degree | no | no | no | telephone | may | wed | nonexistent | 0 |
50 | 1,446 | 1 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | tue | nonexistent | 1 |
26 | 165 | 2 | 0 | 1 | services | single | experience | unknown | yes | no | cellular | may | tue | failure | 0 |
44 | 93 | 8 | 0 | 0 | management | married | university degree | no | no | yes | telephone | may | fri | nonexistent | 0 |
31 | 346 | 1 | 0 | 0 | admin. | divorced | university degree | no | yes | no | cellular | nov | tue | nonexistent | 0 |
40 | 147 | 3 | 0 | 0 | management | married | university degree | no | no | no | cellular | nov | fri | nonexistent | 0 |
28 | 35 | 3 | 0 | 1 | admin. | married | high school | no | no | no | cellular | may | fri | failure | 0 |
59 | 247 | 2 | 0 | 1 | retired | divorced | high school | no | yes | no | cellular | apr | thu | failure | 0 |
38 | 64 | 1 | 0 | 0 | blue-collar | married | Others | no | no | no | cellular | nov | mon | nonexistent | 0 |
35 | 313 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | wed | nonexistent | 0 |
42 | 86 | 1 | 0 | 1 | admin. | single | high school | no | yes | no | cellular | nov | mon | failure | 0 |
42 | 366 | 6 | 0 | 0 | unknown | single | university degree | no | no | no | cellular | jul | fri | nonexistent | 0 |
36 | 339 | 1 | 0 | 1 | admin. | single | university degree | no | yes | no | cellular | sep | fri | failure | 0 |
60 | 50 | 1 | 0 | 0 | retired | divorced | experience | no | yes | no | telephone | jul | tue | nonexistent | 0 |
49 | 1,042 | 1 | 0 | 0 | entrepreneur | married | university degree | unknown | yes | no | telephone | may | mon | nonexistent | 0 |
32 | 131 | 1 | 0 | 0 | technician | married | university degree | no | no | yes | cellular | aug | thu | nonexistent | 0 |
33 | 724 | 1 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | fri | nonexistent | 0 |
49 | 157 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | cellular | nov | tue | nonexistent | 0 |
55 | 67 | 3 | 0 | 0 | admin. | divorced | high school | no | no | no | cellular | nov | wed | nonexistent | 0 |
47 | 567 | 3 | 0 | 0 | blue-collar | divorced | experience | unknown | yes | no | telephone | may | fri | nonexistent | 0 |
42 | 109 | 5 | 0 | 0 | management | married | university degree | unknown | yes | no | cellular | aug | thu | nonexistent | 0 |
27 | 120 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | may | fri | nonexistent | 0 |
64 | 146 | 4 | 0 | 0 | retired | married | university degree | no | yes | no | cellular | apr | tue | nonexistent | 0 |
28 | 161 | 2 | 0 | 0 | technician | single | experience | no | no | no | telephone | may | wed | nonexistent | 0 |
46 | 510 | 2 | 17 | 1 | admin. | single | high school | no | no | no | cellular | aug | thu | success | 1 |
35 | 570 | 3 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | jul | thu | nonexistent | 0 |
34 | 11 | 3 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | jul | thu | nonexistent | 0 |
50 | 173 | 2 | 0 | 0 | admin. | married | university degree | unknown | yes | no | telephone | jul | wed | nonexistent | 0 |
33 | 100 | 2 | 0 | 0 | blue-collar | single | experience | unknown | no | no | cellular | may | thu | nonexistent | 0 |
47 | 164 | 1 | 0 | 0 | admin. | married | experience | no | no | no | cellular | nov | thu | nonexistent | 0 |
36 | 275 | 1 | 0 | 0 | blue-collar | single | high school | no | no | no | telephone | jun | tue | nonexistent | 0 |
42 | 154 | 2 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | jul | fri | nonexistent | 0 |
24 | 103 | 7 | 0 | 0 | student | single | high school | unknown | yes | yes | telephone | may | fri | nonexistent | 0 |
36 | 55 | 1 | 0 | 0 | unemployed | divorced | high school | no | yes | no | cellular | nov | mon | nonexistent | 0 |
37 | 113 | 4 | 0 | 0 | admin. | married | high school | unknown | yes | no | telephone | jun | tue | nonexistent | 0 |
24 | 576 | 4 | 0 | 1 | services | single | high school | no | no | no | cellular | may | fri | failure | 0 |
30 | 812 | 1 | 0 | 0 | services | married | high school | no | yes | no | cellular | jul | fri | nonexistent | 0 |
49 | 1,036 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | may | thu | nonexistent | 0 |
57 | 318 | 2 | 0 | 0 | housemaid | married | Others | no | no | no | cellular | aug | tue | nonexistent | 0 |
38 | 272 | 2 | 0 | 0 | technician | married | professional.course | no | unknown | unknown | telephone | may | tue | nonexistent | 0 |
50 | 116 | 1 | 0 | 0 | technician | married | professional.course | unknown | yes | no | cellular | jul | tue | nonexistent | 0 |
24 | 165 | 2 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | jul | thu | nonexistent | 0 |
22 | 256 | 3 | 0 | 1 | services | single | professional.course | no | no | no | cellular | jul | tue | failure | 0 |
29 | 161 | 1 | 0 | 0 | management | single | university degree | no | no | no | telephone | jun | tue | nonexistent | 0 |
39 | 191 | 1 | 0 | 0 | technician | married | university degree | no | no | no | cellular | aug | tue | nonexistent | 0 |
26 | 300 | 3 | 0 | 0 | unemployed | single | university degree | no | yes | no | telephone | apr | tue | nonexistent | 0 |
25 | 444 | 1 | 0 | 0 | services | single | experience | no | no | yes | cellular | jul | wed | nonexistent | 0 |
36 | 130 | 6 | 0 | 0 | blue-collar | married | Others | no | yes | yes | telephone | jun | wed | nonexistent | 0 |
29 | 219 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | wed | nonexistent | 0 |
40 | 37 | 2 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | jun | fri | nonexistent | 0 |
44 | 201 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | may | tue | nonexistent | 0 |
43 | 589 | 1 | 0 | 0 | blue-collar | married | experience | no | no | yes | cellular | may | wed | nonexistent | 0 |
58 | 60 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | aug | thu | nonexistent | 0 |
32 | 59 | 2 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | aug | thu | nonexistent | 0 |
39 | 282 | 1 | 0 | 0 | housemaid | married | experience | no | no | no | cellular | oct | fri | nonexistent | 0 |
44 | 135 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | may | fri | nonexistent | 0 |
33 | 89 | 6 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | may | fri | nonexistent | 0 |
36 | 76 | 1 | 0 | 0 | technician | divorced | professional.course | no | yes | no | cellular | aug | wed | nonexistent | 0 |
37 | 326 | 5 | 0 | 2 | admin. | single | high school | no | yes | no | cellular | may | fri | failure | 0 |
43 | 1,395 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | jun | mon | nonexistent | 1 |
34 | 180 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | may | mon | nonexistent | 0 |
34 | 26 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | fri | nonexistent | 0 |
42 | 257 | 1 | 0 | 0 | services | married | university degree | no | yes | no | cellular | apr | mon | nonexistent | 0 |
34 | 125 | 2 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | sep | mon | nonexistent | 0 |
55 | 136 | 3 | 3 | 1 | retired | married | high school | no | yes | no | cellular | jun | fri | success | 1 |
33 | 246 | 9 | 0 | 2 | technician | single | professional.course | no | yes | no | cellular | sep | fri | failure | 0 |
34 | 406 | 2 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | jun | thu | nonexistent | 0 |
37 | 296 | 3 | 0 | 0 | housemaid | single | university degree | no | no | no | cellular | oct | tue | nonexistent | 0 |
25 | 692 | 1 | 0 | 0 | blue-collar | single | experience | no | no | no | cellular | jul | thu | nonexistent | 0 |
30 | 360 | 2 | 0 | 0 | services | married | high school | no | no | no | telephone | jun | mon | nonexistent | 0 |
36 | 486 | 2 | 0 | 0 | entrepreneur | married | university degree | no | yes | no | cellular | apr | fri | nonexistent | 0 |
38 | 240 | 1 | 0 | 1 | technician | married | professional.course | no | yes | no | cellular | nov | mon | failure | 0 |
40 | 120 | 1 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | tue | nonexistent | 0 |
38 | 108 | 2 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | apr | tue | nonexistent | 0 |
61 | 173 | 3 | 9 | 2 | admin. | married | Others | no | no | no | cellular | may | thu | success | 0 |
38 | 166 | 1 | 0 | 0 | entrepreneur | married | university degree | no | no | no | telephone | may | thu | nonexistent | 0 |
60 | 246 | 3 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | apr | fri | nonexistent | 0 |
49 | 112 | 4 | 0 | 0 | blue-collar | married | Others | unknown | no | no | telephone | jun | wed | nonexistent | 0 |
36 | 133 | 1 | 0 | 0 | admin. | single | Others | no | no | no | cellular | jul | tue | nonexistent | 0 |
47 | 67 | 1 | 3 | 1 | housemaid | single | professional.course | no | yes | no | cellular | jun | mon | success | 0 |
58 | 142 | 1 | 0 | 0 | unemployed | divorced | professional.course | no | no | yes | cellular | aug | thu | nonexistent | 0 |
37 | 258 | 5 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | tue | nonexistent | 0 |
37 | 377 | 7 | 0 | 0 | services | married | high school | no | no | no | cellular | aug | tue | nonexistent | 0 |
35 | 494 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | fri | nonexistent | 0 |
35 | 117 | 1 | 0 | 0 | technician | divorced | high school | unknown | yes | no | telephone | aug | fri | nonexistent | 0 |
41 | 79 | 8 | 0 | 0 | technician | single | university degree | unknown | no | no | telephone | may | wed | nonexistent | 0 |
40 | 200 | 2 | 0 | 0 | admin. | married | university degree | no | no | yes | cellular | aug | fri | nonexistent | 0 |
47 | 138 | 1 | 0 | 1 | admin. | married | university degree | no | yes | no | cellular | nov | mon | failure | 0 |
63 | 323 | 1 | 0 | 0 | retired | married | high school | no | yes | no | cellular | oct | wed | nonexistent | 1 |
33 | 142 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | jun | wed | nonexistent | 0 |
32 | 137 | 2 | 0 | 1 | technician | single | university degree | no | no | yes | cellular | may | fri | failure | 0 |
54 | 194 | 2 | 0 | 1 | management | married | high school | unknown | no | no | cellular | may | mon | failure | 0 |
45 | 59 | 1 | 0 | 0 | admin. | divorced | university degree | no | no | yes | cellular | nov | fri | nonexistent | 0 |
31 | 55 | 1 | 0 | 0 | admin. | married | university degree | unknown | yes | no | cellular | nov | thu | nonexistent | 0 |
25 | 446 | 1 | 0 | 0 | technician | married | university degree | no | unknown | unknown | telephone | jul | wed | nonexistent | 0 |
34 | 251 | 3 | 0 | 0 | technician | single | university degree | no | yes | no | cellular | jul | mon | nonexistent | 0 |
53 | 115 | 2 | 0 | 1 | admin. | divorced | high school | no | yes | no | cellular | nov | thu | failure | 0 |
40 | 53 | 1 | 0 | 1 | self-employed | married | experience | unknown | no | no | cellular | nov | tue | failure | 0 |
49 | 165 | 1 | 0 | 1 | services | married | high school | no | yes | no | cellular | may | mon | failure | 0 |
30 | 648 | 1 | 0 | 0 | admin. | married | high school | unknown | yes | no | cellular | apr | thu | nonexistent | 0 |