Age
float64 2
98
⌀ | Duration(Sec)
int64 2
1.81k
| CC Contact Freq
int64 1
21
| Days Since PC
int64 0
14
| PC Contact Freq
int64 0
5
| Job
stringclasses 14
values | Marital Status
stringclasses 4
values | Education
stringclasses 5
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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 2 | 1 | 1 | 1 | blue-collar | single | professional.course | unknown | yes | yes | telephone | sep | fri | failure | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | yes | yes | yes | cellular | may | thu | success | 0 |
44 | 92 | 3 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | apr | mon | failure | 0 |
40 | 74 | 8 | 0 | 1 | services | married | high school | no | no | no | cellular | may | tue | failure | 0 |
59 | 383 | 2 | 0 | 2 | services | married | university degree | no | yes | no | cellular | oct | mon | failure | 0 |
40 | 63 | 3 | 0 | 0 | self-employed | married | university degree | unknown | no | no | telephone | may | mon | nonexistent | 0 |
42 | 127 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | wed | nonexistent | 0 |
27 | 66 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jul | tue | nonexistent | 0 |
47 | 676 | 4 | 0 | 0 | services | married | experience | no | yes | no | cellular | aug | thu | nonexistent | 0 |
32 | 66 | 7 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | aug | tue | nonexistent | 0 |
36 | 277 | 1 | 0 | 0 | admin. | single | high school | no | yes | yes | cellular | may | thu | nonexistent | 0 |
39 | 5 | 2 | 0 | 0 | services | married | high school | unknown | no | no | telephone | may | mon | nonexistent | 0 |
48 | 276 | 2 | 0 | 1 | blue-collar | married | experience | no | no | yes | cellular | may | tue | failure | 0 |
50 | 20 | 3 | 0 | 0 | admin. | married | high school | no | no | no | cellular | aug | mon | nonexistent | 0 |
38 | 35 | 6 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | tue | nonexistent | 0 |
50 | 193 | 2 | 0 | 0 | blue-collar | married | experience | unknown | unknown | unknown | telephone | may | fri | nonexistent | 0 |
36 | 141 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | jun | mon | nonexistent | 0 |
44 | 126 | 1 | 0 | 0 | admin. | married | high school | no | no | no | cellular | aug | mon | nonexistent | 0 |
49 | 108 | 1 | 0 | 0 | blue-collar | married | high school | unknown | yes | no | cellular | nov | mon | nonexistent | 0 |
29 | 219 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | wed | nonexistent | 0 |
29 | 1,555 | 2 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | nov | fri | nonexistent | 1 |
39 | 209 | 3 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | aug | mon | nonexistent | 0 |
48 | 122 | 5 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jul | mon | nonexistent | 0 |
31 | 187 | 2 | 0 | 0 | blue-collar | single | high school | unknown | yes | no | telephone | jun | tue | nonexistent | 0 |
31 | 173 | 1 | 0 | 0 | admin. | married | university degree | no | yes | yes | cellular | may | mon | nonexistent | 0 |
34 | 151 | 3 | 0 | 0 | unknown | married | experience | no | no | no | telephone | apr | mon | nonexistent | 0 |
59 | 39 | 1 | 0 | 0 | technician | divorced | university degree | no | no | no | cellular | jul | mon | nonexistent | 0 |
46 | 417 | 2 | 0 | 2 | services | married | high school | no | yes | no | cellular | apr | wed | failure | 0 |
38 | 50 | 2 | 0 | 0 | technician | married | professional.course | no | yes | yes | cellular | jul | fri | nonexistent | 0 |
52 | 190 | 1 | 0 | 0 | services | divorced | high school | unknown | no | no | cellular | nov | mon | nonexistent | 0 |
98 | 272 | 2 | 0 | 0 | retired | married | experience | unknown | yes | no | cellular | oct | fri | nonexistent | 0 |
24 | 65 | 1 | 0 | 2 | student | single | high school | no | no | no | cellular | aug | fri | failure | 0 |
38 | 46 | 2 | 0 | 0 | technician | married | professional.course | no | yes | no | telephone | may | fri | nonexistent | 0 |
33 | 199 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | jul | mon | nonexistent | 0 |
24 | 452 | 1 | 14 | 1 | admin. | single | high school | no | no | no | cellular | jul | mon | success | 1 |
32 | 489 | 5 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | jun | wed | nonexistent | 0 |
42 | 230 | 2 | 0 | 0 | admin. | married | professional.course | no | no | no | telephone | may | wed | nonexistent | 0 |
34 | 28 | 5 | 0 | 0 | admin. | single | experience | no | no | no | cellular | apr | mon | nonexistent | 0 |
49 | 71 | 1 | 0 | 0 | admin. | married | high school | unknown | yes | no | cellular | jul | thu | nonexistent | 0 |
31 | 168 | 1 | 0 | 0 | entrepreneur | married | high school | no | yes | no | telephone | may | thu | nonexistent | 0 |
26 | 123 | 3 | 0 | 0 | admin. | single | high school | no | no | no | cellular | apr | mon | nonexistent | 0 |
39 | 316 | 1 | 0 | 0 | technician | divorced | professional.course | no | yes | no | cellular | aug | mon | nonexistent | 0 |
26 | 223 | 3 | 0 | 1 | student | single | high school | no | yes | no | cellular | may | wed | failure | 0 |
33 | 217 | 2 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | sep | thu | nonexistent | 0 |
41 | 263 | 1 | 0 | 0 | unemployed | married | experience | no | yes | no | cellular | apr | mon | nonexistent | 0 |
59 | 203 | 1 | 4 | 1 | admin. | divorced | professional.course | no | unknown | unknown | cellular | aug | tue | success | 0 |
38 | 97 | 6 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | telephone | jun | mon | nonexistent | 0 |
39 | 105 | 11 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | jun | mon | nonexistent | 0 |
60 | 110 | 2 | 0 | 0 | retired | married | experience | no | unknown | unknown | cellular | jun | fri | nonexistent | 0 |
44 | 177 | 1 | 0 | 0 | admin. | married | high school | no | yes | yes | telephone | may | tue | nonexistent | 0 |
33 | 162 | 1 | 0 | 1 | admin. | single | high school | no | yes | no | cellular | may | wed | failure | 0 |
50 | 50 | 3 | 0 | 0 | technician | married | high school | no | yes | no | cellular | aug | thu | nonexistent | 0 |
29 | 342 | 2 | 0 | 0 | management | single | university degree | no | no | no | telephone | jun | tue | nonexistent | 0 |
41 | 191 | 1 | 0 | 0 | technician | divorced | university degree | no | yes | no | cellular | aug | fri | nonexistent | 0 |
34 | 85 | 2 | 0 | 0 | technician | married | university degree | no | no | no | cellular | jul | thu | nonexistent | 0 |
39 | 583 | 6 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | mon | nonexistent | 0 |
31 | 911 | 1 | 2 | 1 | technician | single | university degree | no | no | no | cellular | may | tue | success | 1 |
66 | 222 | 3 | 6 | 2 | admin. | divorced | university degree | no | yes | no | cellular | aug | wed | success | 1 |
45 | 157 | 3 | 0 | 0 | admin. | married | university degree | no | yes | yes | telephone | may | mon | nonexistent | 0 |
30 | 97 | 2 | 0 | 0 | services | single | high school | no | yes | no | telephone | may | thu | nonexistent | 0 |
44 | 188 | 2 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | jul | wed | nonexistent | 0 |
48 | 377 | 5 | 0 | 1 | management | married | university degree | no | yes | no | cellular | dec | fri | failure | 0 |
28 | 135 | 1 | 0 | 0 | services | married | Others | no | no | yes | telephone | may | fri | nonexistent | 0 |
37 | 118 | 1 | 0 | 0 | blue-collar | married | high school | no | no | no | cellular | nov | tue | nonexistent | 0 |
54 | 238 | 1 | 0 | 0 | admin. | married | experience | no | no | no | cellular | nov | mon | nonexistent | 0 |
41 | 79 | 8 | 0 | 0 | technician | single | university degree | unknown | no | no | telephone | may | wed | nonexistent | 0 |
40 | 143 | 3 | 0 | 1 | unemployed | married | experience | no | no | no | cellular | jun | mon | failure | 0 |
28 | 196 | 1 | 0 | 0 | technician | single | professional.course | no | yes | yes | cellular | may | wed | nonexistent | 0 |
32 | 322 | 4 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | thu | nonexistent | 0 |
56 | 1,066 | 2 | 0 | 0 | retired | married | professional.course | no | yes | no | cellular | jul | wed | nonexistent | 1 |
34 | 303 | 1 | 0 | 1 | admin. | single | high school | no | no | no | cellular | nov | mon | failure | 0 |
30 | 73 | 1 | 0 | 1 | services | married | high school | unknown | yes | no | cellular | nov | thu | failure | 0 |
37 | 122 | 2 | 6 | 1 | unemployed | single | university degree | no | yes | no | cellular | jun | thu | success | 1 |
31 | 197 | 1 | 0 | 1 | blue-collar | single | high school | no | yes | no | cellular | may | fri | failure | 0 |
34 | 119 | 3 | 0 | 0 | technician | single | high school | no | yes | no | cellular | aug | mon | nonexistent | 0 |
40 | 30 | 4 | 0 | 0 | housemaid | married | experience | unknown | yes | no | telephone | jun | fri | nonexistent | 0 |
57 | 315 | 1 | 0 | 0 | technician | married | high school | no | no | no | telephone | may | wed | nonexistent | 0 |
44 | 143 | 1 | 0 | 0 | admin. | single | university degree | no | no | yes | telephone | jun | tue | nonexistent | 0 |
48 | 175 | 1 | 0 | 0 | self-employed | married | high school | no | yes | no | cellular | aug | fri | nonexistent | 0 |
32 | 55 | 2 | 0 | 0 | admin. | single | university degree | no | unknown | unknown | cellular | jul | mon | nonexistent | 0 |
59 | 152 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | aug | thu | nonexistent | 0 |
30 | 72 | 5 | 0 | 0 | management | married | university degree | no | no | no | cellular | nov | wed | nonexistent | 0 |
39 | 514 | 5 | 0 | 0 | admin. | married | high school | unknown | yes | no | telephone | may | tue | nonexistent | 0 |
39 | 249 | 2 | 0 | 0 | admin. | married | experience | no | yes | no | telephone | may | wed | nonexistent | 0 |
43 | 81 | 2 | 0 | 0 | housemaid | married | experience | no | no | no | telephone | jul | tue | nonexistent | 0 |
41 | 12 | 8 | 0 | 1 | blue-collar | married | experience | unknown | yes | no | cellular | may | mon | failure | 0 |
23 | 158 | 1 | 0 | 1 | blue-collar | single | high school | no | yes | no | cellular | may | mon | failure | 0 |
44 | 363 | 7 | 0 | 0 | technician | married | high school | no | yes | no | telephone | may | fri | nonexistent | 0 |
58 | 498 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | aug | mon | nonexistent | 0 |
92 | 370 | 1 | 3 | 4 | retired | married | Others | no | no | yes | cellular | aug | wed | success | 1 |
28 | 125 | 1 | 0 | 0 | blue-collar | divorced | experience | no | yes | yes | cellular | jul | mon | nonexistent | 0 |
40 | 381 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | tue | nonexistent | 0 |
37 | 1,376 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | tue | nonexistent | 1 |
33 | 133 | 2 | 0 | 0 | services | married | experience | unknown | yes | no | cellular | jul | wed | nonexistent | 0 |
47 | 72 | 1 | 0 | 0 | technician | married | experience | no | no | no | telephone | jun | fri | nonexistent | 0 |
33 | 398 | 2 | 0 | 0 | blue-collar | divorced | experience | unknown | no | no | telephone | jun | fri | nonexistent | 0 |
30 | 202 | 3 | 0 | 0 | technician | single | high school | no | yes | no | cellular | may | wed | nonexistent | 0 |
58 | 477 | 1 | 0 | 0 | retired | married | high school | no | no | no | cellular | nov | thu | nonexistent | 0 |
25 | 44 | 4 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | may | mon | nonexistent | 0 |
43 | 261 | 3 | 0 | 0 | technician | married | experience | no | yes | no | telephone | may | wed | nonexistent | 0 |