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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | 183 | 3 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | aug | wed | nonexistent | 0 |
35 | 60 | 1 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | fri | nonexistent | 0 |
46 | 113 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | may | wed | nonexistent | 0 |
53 | 148 | 5 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | aug | fri | nonexistent | 0 |
35 | 439 | 4 | 0 | 0 | blue-collar | divorced | experience | no | yes | no | cellular | may | fri | nonexistent | 0 |
40 | 51 | 3 | 0 | 0 | blue-collar | married | high school | no | no | no | telephone | may | fri | nonexistent | 0 |
36 | 150 | 2 | 0 | 0 | unemployed | single | university degree | no | yes | no | telephone | jun | wed | nonexistent | 0 |
39 | 145 | 8 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | aug | tue | nonexistent | 0 |
45 | 160 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | jul | wed | nonexistent | 0 |
28 | 184 | 2 | 0 | 0 | technician | single | high school | no | no | no | telephone | may | fri | nonexistent | 0 |
57 | 268 | 9 | 0 | 0 | entrepreneur | married | university degree | unknown | unknown | unknown | cellular | jul | mon | nonexistent | 0 |
41 | 281 | 3 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jul | tue | nonexistent | 0 |
30 | 102 | 3 | 10 | 1 | student | single | high school | no | yes | yes | cellular | apr | mon | success | 1 |
50 | 193 | 5 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | aug | mon | nonexistent | 0 |
35 | 165 | 1 | 0 | 0 | admin. | married | university degree | no | yes | yes | cellular | may | thu | nonexistent | 0 |
41 | 81 | 1 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | jun | wed | nonexistent | 0 |
59 | 233 | 2 | 0 | 0 | retired | married | experience | no | no | no | cellular | may | mon | nonexistent | 0 |
36 | 1,567 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | jun | fri | nonexistent | 1 |
40 | 354 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | apr | tue | nonexistent | 0 |
45 | 110 | 3 | 0 | 0 | technician | divorced | professional.course | no | no | no | cellular | aug | thu | nonexistent | 0 |
36 | 186 | 5 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | nov | wed | nonexistent | 0 |
36 | 86 | 2 | 0 | 0 | blue-collar | married | Others | no | yes | no | cellular | may | tue | nonexistent | 0 |
51 | 408 | 4 | 0 | 0 | admin. | divorced | professional.course | no | yes | no | cellular | jul | tue | nonexistent | 0 |
39 | 166 | 3 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | may | thu | failure | 0 |
40 | 199 | 3 | 0 | 0 | services | married | experience | unknown | no | no | telephone | may | mon | nonexistent | 0 |
35 | 784 | 1 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
57 | 202 | 1 | 0 | 0 | technician | married | university degree | no | yes | no | cellular | aug | thu | nonexistent | 0 |
56 | 571 | 1 | 0 | 0 | self-employed | married | experience | unknown | no | no | cellular | jul | fri | nonexistent | 0 |
29 | 668 | 2 | 0 | 0 | entrepreneur | married | high school | no | yes | no | cellular | jul | fri | nonexistent | 0 |
29 | 605 | 3 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | jun | wed | nonexistent | 0 |
57 | 160 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | aug | fri | nonexistent | 0 |
33 | 170 | 2 | 0 | 0 | technician | divorced | professional.course | no | yes | no | cellular | aug | mon | nonexistent | 0 |
46 | 403 | 1 | 0 | 1 | services | divorced | experience | no | yes | no | cellular | may | wed | failure | 0 |
32 | 322 | 4 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | thu | nonexistent | 0 |
46 | 63 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | cellular | apr | mon | nonexistent | 0 |
54 | 204 | 4 | 0 | 0 | self-employed | married | high school | no | yes | no | cellular | aug | thu | nonexistent | 0 |
32 | 302 | 2 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | may | wed | nonexistent | 0 |
37 | 218 | 1 | 0 | 0 | technician | married | high school | unknown | yes | no | telephone | jun | thu | nonexistent | 0 |
54 | 261 | 1 | 0 | 0 | retired | divorced | university degree | no | yes | yes | cellular | may | fri | nonexistent | 0 |
39 | 15 | 3 | 0 | 0 | blue-collar | single | experience | unknown | no | no | telephone | jun | fri | nonexistent | 0 |
33 | 191 | 4 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | may | thu | nonexistent | 0 |
51 | 114 | 1 | 0 | 0 | technician | married | experience | unknown | yes | no | cellular | jul | mon | nonexistent | 0 |
58 | 156 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | sep | thu | nonexistent | 0 |
30 | 394 | 1 | 0 | 0 | services | divorced | experience | no | no | no | telephone | jun | mon | nonexistent | 0 |
40 | 237 | 1 | 0 | 0 | blue-collar | married | professional.course | no | no | no | telephone | dec | thu | nonexistent | 0 |
51 | 301 | 6 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | jul | mon | nonexistent | 0 |
31 | 301 | 4 | 0 | 0 | self-employed | married | experience | no | no | no | telephone | may | thu | nonexistent | 0 |
29 | 837 | 8 | 0 | 0 | admin. | single | university degree | unknown | yes | no | cellular | jul | fri | nonexistent | 0 |
39 | 386 | 1 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | oct | tue | nonexistent | 1 |
46 | 409 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | yes | telephone | may | tue | nonexistent | 0 |
43 | 231 | 2 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | jul | mon | nonexistent | 0 |
41 | 911 | 2 | 0 | 0 | self-employed | divorced | professional.course | no | no | no | cellular | jul | fri | nonexistent | 0 |
51 | 269 | 1 | 0 | 0 | services | married | high school | unknown | no | yes | telephone | jun | wed | nonexistent | 0 |
44 | 291 | 3 | 0 | 0 | entrepreneur | married | professional.course | no | yes | no | telephone | nov | mon | nonexistent | 0 |
27 | 151 | 4 | 0 | 0 | services | married | high school | no | no | no | cellular | jul | wed | nonexistent | 0 |
49 | 32 | 1 | 0 | 0 | housemaid | single | high school | unknown | no | no | telephone | jun | thu | nonexistent | 0 |
59 | 204 | 2 | 0 | 0 | retired | married | high school | no | unknown | unknown | telephone | aug | thu | nonexistent | 0 |
36 | 178 | 1 | 0 | 0 | blue-collar | married | high school | no | yes | no | telephone | jun | fri | nonexistent | 0 |
39 | 110 | 6 | 0 | 0 | services | married | high school | no | no | no | telephone | may | fri | nonexistent | 0 |
34 | 80 | 4 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | mar | mon | nonexistent | 0 |
24 | 109 | 5 | 0 | 0 | admin. | single | high school | no | yes | yes | cellular | jul | thu | nonexistent | 0 |
37 | 211 | 1 | 0 | 0 | management | married | university degree | no | yes | no | telephone | may | tue | nonexistent | 0 |
39 | 307 | 1 | 0 | 0 | unemployed | divorced | university degree | unknown | no | no | cellular | aug | tue | nonexistent | 0 |
36 | 291 | 4 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | fri | nonexistent | 0 |
59 | 217 | 3 | 0 | 0 | retired | married | university degree | unknown | no | no | cellular | aug | fri | nonexistent | 0 |
30 | 75 | 2 | 0 | 0 | services | married | high school | no | yes | no | cellular | nov | thu | nonexistent | 0 |
35 | 124 | 2 | 0 | 1 | technician | married | professional.course | no | no | no | cellular | may | wed | failure | 0 |
55 | 92 | 3 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | jul | mon | nonexistent | 0 |
50 | 179 | 2 | 0 | 0 | admin. | married | experience | unknown | yes | no | cellular | aug | mon | nonexistent | 0 |
53 | 303 | 3 | 0 | 0 | entrepreneur | married | university degree | no | yes | no | telephone | may | thu | nonexistent | 0 |
44 | 109 | 4 | 0 | 0 | services | married | experience | no | yes | no | telephone | may | fri | nonexistent | 0 |
48 | 119 | 5 | 0 | 0 | technician | married | experience | no | no | no | cellular | jul | thu | nonexistent | 0 |
28 | 346 | 1 | 0 | 0 | student | married | university degree | unknown | yes | no | cellular | apr | fri | nonexistent | 0 |
55 | 197 | 4 | 0 | 0 | admin. | married | Others | unknown | yes | no | cellular | aug | thu | nonexistent | 0 |
49 | 363 | 5 | 0 | 0 | admin. | single | high school | no | no | no | telephone | may | tue | nonexistent | 0 |
38 | 30 | 7 | 0 | 0 | admin. | single | university degree | no | yes | yes | cellular | may | mon | nonexistent | 0 |
36 | 254 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | nov | fri | nonexistent | 0 |
41 | 240 | 2 | 0 | 0 | management | divorced | experience | no | yes | yes | telephone | may | mon | nonexistent | 0 |
48 | 193 | 4 | 0 | 1 | technician | single | university degree | no | yes | yes | cellular | nov | tue | failure | 0 |
30 | 463 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | yes | cellular | may | thu | nonexistent | 0 |
50 | 241 | 2 | 0 | 1 | unemployed | married | experience | unknown | yes | no | cellular | apr | thu | failure | 0 |
41 | 369 | 1 | 0 | 0 | unknown | single | experience | no | no | yes | telephone | may | mon | nonexistent | 0 |
33 | 109 | 1 | 0 | 2 | admin. | single | university degree | no | yes | yes | telephone | aug | mon | failure | 0 |
31 | 364 | 5 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | may | fri | nonexistent | 0 |
37 | 49 | 3 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | may | wed | failure | 0 |
31 | 197 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | wed | nonexistent | 0 |
64 | 262 | 2 | 0 | 0 | retired | married | experience | no | yes | no | cellular | mar | wed | nonexistent | 1 |
47 | 140 | 1 | 0 | 0 | blue-collar | married | high school | unknown | no | no | telephone | may | fri | nonexistent | 0 |
55 | 430 | 2 | 0 | 0 | admin. | married | experience | no | yes | yes | cellular | nov | thu | nonexistent | 0 |
31 | 843 | 3 | 0 | 0 | services | married | experience | no | no | no | cellular | nov | thu | nonexistent | 0 |
44 | 75 | 11 | 0 | 0 | admin. | divorced | high school | no | yes | yes | cellular | jul | thu | nonexistent | 0 |
51 | 203 | 2 | 0 | 0 | management | married | university degree | no | no | no | cellular | may | fri | nonexistent | 0 |
47 | 146 | 1 | 0 | 0 | admin. | married | experience | no | yes | no | telephone | may | thu | nonexistent | 0 |
44 | 133 | 1 | 0 | 0 | admin. | married | experience | no | yes | no | cellular | may | fri | nonexistent | 0 |
31 | 380 | 4 | 0 | 0 | housemaid | single | high school | no | yes | no | cellular | jul | wed | nonexistent | 0 |
56 | 910 | 1 | 7 | 2 | management | married | experience | no | yes | no | cellular | jun | tue | success | 1 |
32 | 125 | 1 | 0 | 1 | management | married | professional.course | no | no | no | cellular | may | thu | failure | 0 |
55 | 17 | 6 | 0 | 0 | admin. | divorced | university degree | no | yes | no | telephone | jun | fri | nonexistent | 0 |
54 | 72 | 4 | 0 | 1 | self-employed | married | university degree | no | yes | no | cellular | oct | thu | failure | 0 |
28 | 203 | 1 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | may | thu | nonexistent | 0 |