Id
int64
1
252k
Income
int64
10.3k
10M
Age
int64
21
79
Experience
int64
0
20
Married/Single
stringclasses
2 values
House_Ownership
stringclasses
3 values
Car_Ownership
stringclasses
2 values
Profession
stringclasses
51 values
CITY
stringclasses
317 values
STATE
stringclasses
29 values
CURRENT_JOB_YRS
int64
0
14
CURRENT_HOUSE_YRS
int64
10
14
Risk_Flag
int64
0
1
1
1,303,834
23
3
single
rented
no
Mechanical_engineer
Rewa
Madhya_Pradesh
3
13
0
2
7,574,516
40
10
single
rented
no
Software_Developer
Parbhani
Maharashtra
9
13
0
3
3,991,815
66
4
married
rented
no
Technical_writer
Alappuzha
Kerala
4
10
0
4
6,256,451
41
2
single
rented
yes
Software_Developer
Bhubaneswar
Odisha
2
12
1
5
5,768,871
47
11
single
rented
no
Civil_servant
Tiruchirappalli[10]
Tamil_Nadu
3
14
1
6
6,915,937
64
0
single
rented
no
Civil_servant
Jalgaon
Maharashtra
0
12
0
7
3,954,973
58
14
married
rented
no
Librarian
Tiruppur
Tamil_Nadu
8
12
0
8
1,706,172
33
2
single
rented
no
Economist
Jamnagar
Gujarat
2
14
0
9
7,566,849
24
17
single
rented
yes
Flight_attendant
Kota[6]
Rajasthan
11
11
0
10
8,964,846
23
12
single
rented
no
Architect
Karimnagar
Telangana
5
13
0
11
4,634,680
78
7
single
rented
no
Flight_attendant
Hajipur[31]
Bihar
7
12
0
12
6,623,263
22
4
single
rented
no
Designer
Adoni
Andhra_Pradesh
4
14
0
13
9,120,988
28
9
single
rented
no
Physician
Erode[17]
Tamil_Nadu
9
12
0
14
8,043,880
57
12
single
rented
no
Financial_Analyst
Kollam
Kerala
8
10
0
15
9,420,838
48
6
single
rented
no
Technical_writer
Madurai
Tamil_Nadu
6
10
1
16
5,694,236
39
2
married
rented
yes
Economist
Anantapuram[24]
Andhra_Pradesh
2
10
0
17
7,315,840
71
8
married
rented
no
Air_traffic_controller
Kamarhati
West_Bengal
8
14
0
18
3,666,346
56
12
single
rented
no
Politician
Bhusawal
Maharashtra
12
11
1
19
2,241,112
28
8
single
rented
no
Police_officer
Sirsa
Haryana
6
14
0
20
5,431,918
40
1
single
rented
no
Artist
Amaravati
Andhra_Pradesh
1
14
0
21
9,225,468
54
14
single
rented
no
Surveyor
Secunderabad
Telangana
8
10
0
22
6,506,739
50
4
single
rented
no
Politician
Ahmedabad
Gujarat
4
11
0
23
9,157,379
72
13
single
rented
yes
Design_Engineer
Ajmer
Rajasthan
9
10
0
24
9,236,505
36
19
single
rented
no
Chemical_engineer
Ongole
Andhra_Pradesh
6
14
0
25
1,065,465
23
15
married
rented
no
Hotel_Manager
Miryalaguda
Telangana
4
12
0
26
1,797,876
76
20
single
norent_noown
no
Mechanical_engineer
Erode[17]
Tamil_Nadu
11
14
0
27
6,063,428
38
6
married
rented
no
Dentist
Ambattur
Tamil_Nadu
6
13
0
28
9,643,150
24
13
single
rented
no
Comedian
Indore
Madhya_Pradesh
6
14
0
29
8,832,725
64
5
single
rented
no
Biomedical_Engineer
Pondicherry
Puducherry
5
11
1
30
4,386,333
31
16
single
rented
no
Physician
Shimoga
Karnataka
3
12
0
31
3,939,397
52
19
single
rented
yes
Flight_attendant
Chennai
Tamil_Nadu
3
10
0
32
6,944,134
59
5
single
owned
no
Graphic_Designer
Gulbarga
Karnataka
5
11
0
33
4,128,828
21
10
single
rented
no
Computer_hardware_engineer
Khammam
Telangana
10
12
0
34
5,023,035
26
10
single
rented
yes
Petroleum_Engineer
Madurai
Tamil_Nadu
9
13
0
35
9,086,933
55
7
single
rented
no
Air_traffic_controller
Saharanpur
Uttar_Pradesh
7
13
0
36
7,537,675
45
4
single
rented
no
Graphic_Designer
Gopalpur
West_Bengal
4
14
0
37
9,625,415
77
15
married
rented
no
Secretary
Amravati
Maharashtra
9
10
0
38
7,904,011
71
3
single
rented
no
Computer_operator
Udupi
Karnataka
3
11
0
39
3,540,135
78
4
single
rented
no
Biomedical_Engineer
Howrah
West_Bengal
4
11
0
40
8,739,032
55
3
married
rented
no
Politician
Aurangabad[39]
Bihar
3
14
0
41
3,217,258
23
12
single
rented
yes
Petroleum_Engineer
Hospet
Karnataka
8
10
0
42
2,735,428
72
20
single
rented
no
Surveyor
Shimla
Himachal_Pradesh
6
14
0
43
9,760,667
63
17
single
rented
no
Chartered_Accountant
Khandwa
Madhya_Pradesh
13
12
1
44
8,390,825
30
11
single
rented
no
Secretary
Bidhannagar
West_Bengal
7
10
0
45
9,639,445
45
9
single
rented
no
Technician
Bellary
Karnataka
9
10
1
46
6,868,118
25
16
single
rented
no
Secretary
Danapur
Bihar
13
13
1
47
2,471,915
73
18
single
rented
no
Chemical_engineer
Purnia[26]
Bihar
14
13
0
48
8,477,026
52
10
single
rented
no
Design_Engineer
Bijapur
Karnataka
10
10
0
49
8,996,641
75
12
single
rented
no
Microbiologist
Patiala
Punjab
12
13
0
50
4,043,791
48
18
single
rented
yes
Architect
Malda
West_Bengal
13
14
0
51
4,260,004
27
5
single
norent_noown
no
Police_officer
Sagar
Madhya_Pradesh
5
13
0
52
3,634,814
74
4
single
rented
no
Fashion_Designer
Durgapur
West_Bengal
4
11
0
53
9,518,593
71
6
single
rented
no
Artist
Junagadh
Gujarat
6
13
0
54
5,990,870
74
4
single
rented
no
Aviator
Singrauli
Madhya_Pradesh
4
10
0
55
1,213,131
67
8
single
rented
no
Psychologist
Agartala
Tripura
8
11
0
56
1,885,923
46
16
single
rented
no
Magistrate
Thanjavur
Tamil_Nadu
8
14
1
57
5,554,586
39
18
single
rented
no
Software_Developer
Hindupur
Andhra_Pradesh
13
13
1
58
6,555,332
56
20
single
owned
no
Magistrate
Naihati
West_Bengal
4
10
0
59
9,861,298
59
16
single
rented
no
Technical_writer
North_Dumdum
West_Bengal
9
11
1
60
9,311,486
68
9
single
rented
no
Lawyer
Panchkula
Haryana
9
12
0
61
9,440,590
68
11
single
rented
no
Dentist
Anantapur
Andhra_Pradesh
10
13
0
62
8,773,158
58
18
single
rented
yes
Firefighter
Serampore
West_Bengal
5
13
1
63
9,724,250
67
17
single
rented
yes
Dentist
Bathinda
Punjab
3
13
0
64
1,729,774
28
6
married
rented
yes
Technical_writer
Nadiad
Gujarat
5
10
0
65
6,178,223
46
19
single
owned
yes
Architect
Kanpur
Uttar_Pradesh
11
13
0
66
9,822,116
27
12
single
rented
no
Artist
Haridwar
Uttarakhand
12
13
0
67
4,334,000
36
4
single
rented
no
Politician
Berhampur
Odisha
4
11
0
68
9,576,258
79
18
single
rented
yes
Air_traffic_controller
Jamshedpur
Jharkhand
6
11
0
69
8,788,135
77
7
married
rented
no
Petroleum_Engineer
Ongole
Andhra_Pradesh
7
11
0
70
7,002,610
56
4
single
rented
no
Police_officer
Hyderabad
Telangana
4
12
0
71
5,605,985
57
12
single
rented
no
Engineer
Bidar
Karnataka
3
11
0
72
3,208,322
55
18
single
rented
no
Air_traffic_controller
Kottayam
Kerala
8
12
0
73
2,408,148
59
10
single
rented
no
Architect
Solapur
Maharashtra
7
11
0
74
9,585,696
42
13
single
rented
yes
Official
Anantapuram[24]
Andhra_Pradesh
3
12
0
75
2,116,007
24
5
single
rented
yes
Analyst
Suryapet
Telangana
5
13
1
76
3,798,306
42
11
single
rented
yes
Geologist
Aizawl
Mizoram
11
14
0
77
2,966,907
30
6
married
rented
yes
Magistrate
Tiruppur
Tamil_Nadu
5
12
0
78
4,994,848
58
9
single
rented
no
Software_Developer
Durgapur
West_Bengal
9
13
0
79
326,455
27
20
single
rented
no
Drafter
Asansol
West_Bengal
3
14
0
80
6,227,811
60
14
single
owned
no
Economist
Sirsa
Haryana
12
12
0
81
7,839,236
68
7
single
rented
no
Biomedical_Engineer
Amravati
Maharashtra
7
14
1
82
6,115,704
57
17
single
owned
no
Economist
Deoghar
Jharkhand
12
14
1
83
7,433,875
32
12
single
rented
yes
Fashion_Designer
Chennai
Tamil_Nadu
11
10
1
84
6,245,331
65
6
single
rented
no
Financial_Analyst
Eluru[25]
Andhra_Pradesh
6
12
0
85
4,700,701
48
14
single
rented
yes
Secretary
Ulhasnagar
Maharashtra
12
12
0
86
5,898,669
32
9
married
rented
no
Firefighter
Aligarh
Uttar_Pradesh
6
13
0
87
4,329,713
42
9
married
rented
no
Fashion_Designer
South_Dumdum
West_Bengal
6
14
0
88
4,047,079
49
7
single
rented
yes
Dentist
Indore
Madhya_Pradesh
5
14
0
89
9,784,947
24
11
single
rented
no
Designer
Berhampore
West_Bengal
11
14
0
90
6,097,344
27
16
single
rented
yes
Statistician
Kottayam
Kerala
10
14
0
91
826,681
78
4
married
rented
yes
Analyst
Ongole
Andhra_Pradesh
4
14
0
92
137,594
52
10
single
rented
yes
Technical_writer
Sagar
Madhya_Pradesh
7
10
1
93
575,463
60
12
single
rented
yes
Firefighter
Gandhinagar
Gujarat
11
13
0
94
8,005,608
65
8
single
rented
no
Civil_servant
Sonipat
Haryana
8
12
1
95
7,527,288
24
10
single
rented
no
Biomedical_Engineer
Muzaffarpur
Bihar
5
11
0
96
7,021,605
31
14
single
rented
no
Technician
Raichur
Karnataka
8
10
0
97
3,449,511
50
19
single
rented
yes
Computer_hardware_engineer
Rajpur_Sonarpur
West_Bengal
3
14
0
98
3,472,864
39
10
single
rented
yes
Software_Developer
Jamnagar
Gujarat
5
13
0
99
5,083,653
35
14
single
rented
yes
Statistician
Ambattur
Tamil_Nadu
12
11
0
100
6,275,695
66
10
single
rented
no
Architect
Ambarnath
Maharashtra
10
11
1