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
251,701
1,267,453
60
7
single
rented
no
Chef
Chinsurah
West_Bengal
7
11
0
251,702
5,971,281
52
12
single
rented
yes
Technology_specialist
Meerut
Uttar_Pradesh
9
14
0
251,703
4,152,596
57
10
single
rented
no
Civil_servant
Noida
Uttar_Pradesh
6
13
1
251,704
6,328,331
56
11
single
rented
no
Industrial_Engineer
Jamnagar
Gujarat
11
13
0
251,705
3,812,209
36
13
single
rented
yes
Economist
Mangalore
Karnataka
3
14
1
251,706
6,897,979
52
9
single
rented
no
Scientist
Mahbubnagar
Telangana
9
14
1
251,707
8,403,033
21
16
single
rented
no
Army_officer
Guwahati
Assam
9
12
1
251,708
9,888,940
59
20
single
rented
yes
Architect
Chandigarh_city
Chandigarh
3
11
0
251,709
7,122,050
28
9
single
rented
no
Scientist
Satna
Madhya_Pradesh
6
10
0
251,710
2,479,074
68
10
single
rented
yes
Computer_hardware_engineer
Thiruvananthapuram
Kerala
8
10
0
251,711
1,211,797
74
11
single
rented
no
Analyst
Sasaram[30]
Bihar
11
10
0
251,712
28,685
22
8
married
rented
no
Technical_writer
Durgapur
West_Bengal
8
14
0
251,713
436,875
62
17
single
rented
no
Physician
Khandwa
Madhya_Pradesh
6
10
1
251,714
921,716
64
13
single
rented
yes
Analyst
Buxar[37]
Bihar
3
11
0
251,715
3,056,218
59
7
single
rented
no
Hotel_Manager
Davanagere
Karnataka
5
14
0
251,716
2,432,581
46
15
single
rented
yes
Engineer
Nashik
Maharashtra
10
13
0
251,717
9,665,227
55
14
single
rented
no
Geologist
Bhiwandi
Maharashtra
9
14
0
251,718
7,849,038
46
11
single
rented
no
Lawyer
Imphal
Manipur
11
12
1
251,719
6,130,994
44
8
single
rented
no
Design_Engineer
Nashik
Maharashtra
4
12
0
251,720
8,318,569
39
11
single
rented
no
Librarian
Tenali
Andhra_Pradesh
10
13
1
251,721
5,187,544
49
7
single
rented
yes
Politician
Thanjavur
Tamil_Nadu
7
11
0
251,722
3,132,490
34
17
single
rented
no
Librarian
Secunderabad
Telangana
11
10
0
251,723
1,862,725
58
12
single
rented
no
Dentist
Unnao
Uttar_Pradesh
6
11
1
251,724
8,957,002
51
18
single
rented
no
Army_officer
Pudukkottai
Tamil_Nadu
7
11
0
251,725
1,633,843
72
0
single
rented
no
Mechanical_engineer
Guwahati
Assam
0
14
0
251,726
3,533,895
27
16
single
rented
yes
Civil_engineer
Panvel
Maharashtra
14
10
0
251,727
1,832,204
60
1
married
rented
yes
Dentist
Ambarnath
Maharashtra
1
11
0
251,728
9,185,599
75
19
single
owned
no
Surgeon
Karimnagar
Telangana
10
14
1
251,729
553,135
68
18
single
rented
no
Firefighter
Jaunpur
Uttar_Pradesh
5
11
0
251,730
6,419,714
25
15
single
rented
no
Chartered_Accountant
Latur
Maharashtra
14
11
0
251,731
3,258,841
41
4
single
norent_noown
yes
Industrial_Engineer
Panihati
West_Bengal
4
11
0
251,732
8,769,426
63
17
single
rented
no
Architect
Navi_Mumbai
Maharashtra
10
10
0
251,733
9,490,887
78
10
single
rented
no
Technician
Siliguri
West_Bengal
9
13
1
251,734
9,611,050
69
6
single
rented
yes
Surgeon
Nagaon
Assam
6
14
0
251,735
6,938,084
23
12
single
rented
yes
Computer_hardware_engineer
Secunderabad
Telangana
12
13
0
251,736
674,178
47
1
married
rented
no
Artist
Kirari_Suleman_Nagar
Delhi
1
10
0
251,737
1,989,041
77
2
single
rented
no
Surveyor
Mathura
Uttar_Pradesh
2
11
0
251,738
4,238,235
78
1
single
rented
yes
Microbiologist
Aurangabad[39]
Bihar
1
12
0
251,739
4,623,501
43
9
married
rented
no
Army_officer
Anantapur
Andhra_Pradesh
9
10
0
251,740
4,572,047
60
9
single
rented
yes
Artist
Phusro
Jharkhand
8
13
0
251,741
328,484
32
14
single
rented
yes
Geologist
Shimla
Himachal_Pradesh
13
13
0
251,742
5,445,328
68
14
single
rented
no
Army_officer
Dibrugarh
Assam
3
14
0
251,743
402,220
25
14
married
rented
no
Consultant
Bettiah[33]
Bihar
14
10
0
251,744
4,344,055
35
6
married
rented
no
Air_traffic_controller
Kakinada
Andhra_Pradesh
6
12
0
251,745
4,336,457
29
6
single
rented
no
Designer
Tiruppur
Tamil_Nadu
6
13
0
251,746
1,531,875
21
6
single
rented
yes
Computer_operator
Hospet
Karnataka
6
13
0
251,747
1,257,850
56
5
single
rented
yes
Designer
Suryapet
Telangana
5
12
0
251,748
6,511,206
67
16
single
rented
no
Economist
Bareilly
Uttar_Pradesh
8
11
0
251,749
8,729,841
34
1
single
rented
yes
Surgeon
Jammu[16]
Jammu_and_Kashmir
1
14
0
251,750
5,683,822
41
18
single
rented
no
Secretary
Kharagpur
West_Bengal
10
12
0
251,751
5,477,564
22
14
single
rented
no
Microbiologist
North_Dumdum
West_Bengal
11
11
0
251,752
951,395
51
0
single
norent_noown
no
Artist
Gaya
Bihar
0
10
0
251,753
7,867,908
65
3
single
rented
yes
Magistrate
Bokaro
Jharkhand
3
12
0
251,754
991,446
74
0
married
rented
yes
Designer
Singrauli
Madhya_Pradesh
0
14
0
251,755
8,318,919
78
7
single
rented
no
Army_officer
Raichur
Karnataka
6
10
0
251,756
3,589,649
35
19
single
rented
no
Surgeon
Guwahati
Assam
12
13
1
251,757
2,885,503
30
4
married
rented
no
Technical_writer
Kochi
Kerala
4
10
1
251,758
3,199,321
23
6
single
rented
no
Lawyer
Madanapalle
Andhra_Pradesh
6
13
1
251,759
6,648,323
35
8
single
rented
no
Civil_servant
Deoghar
Jharkhand
6
14
1
251,760
714,643
27
0
single
rented
no
Petroleum_Engineer
Nellore[14][15]
Andhra_Pradesh
0
13
0
251,761
4,812,556
45
0
single
rented
yes
Mechanical_engineer
Bareilly
Uttar_Pradesh
0
12
0
251,762
3,420,384
49
16
single
rented
yes
Magistrate
Hospet
Karnataka
11
11
0
251,763
8,804,514
73
1
single
rented
no
Technical_writer
Kollam
Kerala
1
10
0
251,764
2,503,532
79
12
single
rented
no
Politician
Darbhanga
Bihar
12
11
0
251,765
3,951,144
39
20
single
rented
yes
Fashion_Designer
Ranchi
Jharkhand
6
10
0
251,766
5,968,856
48
18
single
norent_noown
yes
Surveyor
Jodhpur
Rajasthan
9
12
1
251,767
2,597,651
36
7
married
rented
no
Flight_attendant
Amaravati
Andhra_Pradesh
7
14
0
251,768
7,040,461
56
20
single
rented
yes
Army_officer
Jehanabad[38]
Bihar
14
10
0
251,769
276,576
63
5
single
rented
no
Air_traffic_controller
Shahjahanpur
Uttar_Pradesh
5
12
0
251,770
8,100,583
72
11
single
rented
no
Official
Jamshedpur
Jharkhand
8
12
0
251,771
7,799,034
51
17
single
rented
yes
Statistician
Farrukhabad
Uttar_Pradesh
6
12
1
251,772
2,456,489
64
13
single
rented
no
Physician
Satara
Maharashtra
9
12
0
251,773
1,609,688
23
19
single
rented
no
Consultant
Bathinda
Punjab
13
13
0
251,774
1,558,581
44
18
single
rented
no
Psychologist
Pallavaram
Tamil_Nadu
5
14
0
251,775
6,543,667
34
5
single
rented
no
Technology_specialist
Alwar
Rajasthan
5
12
0
251,776
8,737,765
72
3
single
rented
no
Politician
Jalna
Maharashtra
3
14
0
251,777
237,858
33
8
single
rented
no
Geologist
Sonipat
Haryana
8
11
0
251,778
1,221,757
68
14
single
owned
no
Fashion_Designer
Ludhiana
Punjab
9
10
0
251,779
4,251,263
36
20
single
rented
no
Web_designer
Jorhat
Assam
9
14
0
251,780
4,274,551
31
5
single
rented
no
Statistician
Indore
Madhya_Pradesh
5
12
0
251,781
467,141
67
12
single
rented
no
Analyst
Mau
Uttar_Pradesh
12
11
0
251,782
5,681,261
67
4
single
rented
no
Technology_specialist
Madhyamgram
West_Bengal
4
11
1
251,783
4,097,817
66
5
single
rented
no
Economist
Bareilly
Uttar_Pradesh
5
13
0
251,784
841,517
43
10
single
rented
no
Magistrate
Cuttack
Odisha
10
10
0
251,785
8,523,853
51
14
single
rented
no
Aviator
Ambattur
Tamil_Nadu
12
11
0
251,786
4,436,233
21
19
single
rented
yes
Chemical_engineer
Firozabad
Uttar_Pradesh
12
12
0
251,787
4,696,221
65
14
single
rented
yes
Geologist
Mau
Uttar_Pradesh
7
12
1
251,788
4,417,042
74
2
single
rented
no
Hotel_Manager
Tiruppur
Tamil_Nadu
2
11
1
251,789
3,026,266
58
5
single
rented
no
Firefighter
Proddatur
Andhra_Pradesh
5
14
0
251,790
1,038,579
41
3
single
norent_noown
no
Architect
Tadepalligudem
Andhra_Pradesh
3
13
0
251,791
8,360,344
71
16
married
rented
no
Analyst
Pallavaram
Tamil_Nadu
5
10
1
251,792
1,536,406
49
18
single
rented
no
Air_traffic_controller
Aurangabad[39]
Bihar
6
10
0
251,793
3,074,488
78
11
single
norent_noown
no
Mechanical_engineer
Thoothukudi
Tamil_Nadu
9
12
0
251,794
8,174,863
24
3
single
rented
no
Technician
Alwar
Rajasthan
3
14
0
251,795
5,785,443
45
3
single
rented
yes
Biomedical_Engineer
Saharanpur
Uttar_Pradesh
3
12
0
251,796
543,631
54
18
single
rented
yes
Petroleum_Engineer
Shimoga
Karnataka
7
11
1
251,797
2,235,508
61
10
married
rented
no
Microbiologist
Arrah
Bihar
3
12
0
251,798
4,140,193
61
19
single
rented
no
Technology_specialist
Bhimavaram
Andhra_Pradesh
6
12
0
251,799
2,724,603
29
4
single
rented
yes
Engineer
Vijayanagaram
Andhra_Pradesh
4
14
0
251,800
7,141,315
53
16
single
rented
no
Police_officer
Bellary
Karnataka
13
11
0