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
401
9,454,655
35
7
single
rented
no
Magistrate
Srikakulam
Andhra_Pradesh
7
14
0
402
681,770
28
5
single
rented
yes
Computer_operator
Agra
Uttar_Pradesh
5
14
0
403
8,927,753
25
17
single
rented
yes
Comedian
Raipur
Chhattisgarh
13
13
1
404
6,246,061
59
6
single
rented
no
Artist
Jodhpur
Rajasthan
5
11
0
405
4,074,914
40
16
married
rented
yes
Police_officer
Jamnagar
Gujarat
9
14
0
406
4,273,001
62
14
single
norent_noown
yes
Politician
Darbhanga
Bihar
14
14
1
407
1,904,060
72
8
single
rented
no
Computer_operator
Meerut
Uttar_Pradesh
8
14
0
408
4,788,890
62
5
married
rented
no
Police_officer
Ambattur
Tamil_Nadu
5
12
0
409
5,808,564
65
16
married
norent_noown
no
Fashion_Designer
Ajmer
Rajasthan
14
10
0
410
1,509,327
51
0
married
rented
yes
Biomedical_Engineer
Nizamabad
Telangana
0
11
0
411
8,944,435
51
2
single
rented
no
Mechanical_engineer
Belgaum
Karnataka
2
11
0
412
527,900
61
9
single
rented
yes
Economist
Meerut
Uttar_Pradesh
9
10
1
413
2,530,244
47
1
single
rented
no
Designer
Ambarnath
Maharashtra
1
13
0
414
7,914,034
23
2
single
rented
no
Chef
Gulbarga
Karnataka
2
10
1
415
8,160,444
30
19
single
rented
no
Aviator
Korba
Chhattisgarh
10
12
0
416
8,500,708
28
3
single
rented
no
Statistician
Belgaum
Karnataka
3
12
0
417
1,850,597
55
12
single
norent_noown
no
Consultant
Nandyal
Andhra_Pradesh
12
10
0
418
9,516,861
67
0
single
rented
no
Engineer
Dehri[30]
Bihar
0
13
0
419
9,800,971
62
14
single
rented
no
Aviator
Jorhat
Assam
3
13
0
420
9,049,657
25
12
single
rented
no
Geologist
Baranagar
West_Bengal
12
12
0
421
8,510,110
49
15
single
rented
no
Statistician
Ranchi
Jharkhand
13
14
0
422
8,230,848
34
3
single
rented
no
Official
Serampore
West_Bengal
3
14
0
423
5,615,027
23
14
single
rented
yes
Civil_engineer
Dehradun
Uttarakhand
14
14
0
424
3,460,548
36
13
single
rented
no
Web_designer
Kumbakonam
Tamil_Nadu
5
13
0
425
7,847,940
64
16
single
rented
yes
Computer_operator
Malegaon
Maharashtra
10
11
1
426
2,901,323
56
2
married
rented
yes
Chartered_Accountant
Cuttack
Odisha
2
10
0
427
6,722,440
47
7
single
rented
no
Graphic_Designer
Panvel
Maharashtra
7
11
1
428
2,259,654
42
2
single
rented
no
Mechanical_engineer
Davanagere
Karnataka
2
10
1
429
7,667,495
24
3
married
rented
no
Petroleum_Engineer
Parbhani
Maharashtra
3
14
0
430
3,890,518
64
19
single
rented
no
Scientist
Shimla
Himachal_Pradesh
12
10
0
431
4,436,534
52
1
single
rented
no
Technical_writer
Dehri[30]
Bihar
1
14
0
432
4,888,019
73
14
single
rented
no
Army_officer
Guntakal
Andhra_Pradesh
11
10
0
433
6,588,340
29
3
single
rented
no
Architect
Sagar
Madhya_Pradesh
3
11
0
434
9,241,363
62
18
single
rented
yes
Computer_operator
Secunderabad
Telangana
5
11
1
435
7,592,145
68
20
single
rented
yes
Industrial_Engineer
Shivpuri
Madhya_Pradesh
4
10
0
436
8,491,491
61
20
single
rented
no
Comedian
Haldia
West_Bengal
8
11
0
437
368,667
48
2
married
rented
no
Computer_operator
Moradabad
Uttar_Pradesh
2
13
0
438
7,779,633
57
10
single
rented
no
Analyst
Tirunelveli
Tamil_Nadu
10
13
0
439
9,078,403
25
18
married
rented
no
Official
Vijayanagaram
Andhra_Pradesh
9
12
0
440
2,562,525
54
8
single
rented
yes
Software_Developer
Loni
Uttar_Pradesh
8
11
0
441
8,914,067
77
18
single
rented
yes
Economist
Delhi_city
Delhi
10
11
0
442
842,278
30
18
single
rented
yes
Physician
Pimpri-Chinchwad
Maharashtra
3
14
0
443
2,336,237
66
6
single
rented
no
Financial_Analyst
Rajkot
Gujarat
4
10
0
444
2,808,095
24
11
married
rented
no
Industrial_Engineer
Nanded
Maharashtra
6
14
0
445
9,434,706
30
9
single
rented
no
Secretary
Shimoga
Karnataka
9
13
0
446
8,633,347
27
4
single
rented
no
Microbiologist
Aizawl
Mizoram
4
14
0
447
8,458,367
79
1
single
rented
no
Aviator
Nadiad
Gujarat
1
10
0
448
8,273,187
69
0
single
rented
no
Artist
Raipur
Chhattisgarh
0
14
0
449
842,194
27
16
single
rented
no
Engineer
Guna
Madhya_Pradesh
10
11
0
450
630,441
37
4
single
rented
no
Secretary
Ranchi
Jharkhand
4
11
0
451
7,891,663
64
6
single
rented
no
Politician
Akola
Maharashtra
6
10
0
452
7,894,460
25
5
single
owned
no
Secretary
Machilipatnam
Andhra_Pradesh
5
10
0
453
4,846,957
75
2
single
rented
yes
Psychologist
Noida
Uttar_Pradesh
2
10
0
454
3,272,246
72
7
single
rented
yes
Surveyor
Kulti
West_Bengal
7
14
0
455
649,902
54
15
single
rented
no
Technician
Aurangabad
Maharashtra
8
11
1
456
9,186,273
50
20
single
rented
no
Microbiologist
Madanapalle
Andhra_Pradesh
10
14
0
457
8,576,968
35
18
single
rented
no
Drafter
Ambattur
Tamil_Nadu
5
12
0
458
5,492,355
28
2
single
rented
yes
Hotel_Manager
Suryapet
Telangana
2
11
0
459
9,215,066
69
11
single
rented
no
Magistrate
Gaya
Bihar
11
10
1
460
4,432,283
61
5
single
rented
no
Lawyer
Tiruchirappalli[10]
Tamil_Nadu
5
10
1
461
7,467,167
57
6
single
rented
no
Economist
Bellary
Karnataka
6
11
0
462
4,147,754
21
18
single
rented
no
Police_officer
Kolkata
West_Bengal
8
12
0
463
7,124,175
44
15
single
rented
yes
Chemical_engineer
Kirari_Suleman_Nagar
Delhi
7
10
1
464
1,964,155
51
13
single
rented
no
Physician
Shivpuri
Madhya_Pradesh
7
10
0
465
7,591,621
41
6
single
owned
no
Artist
Jaunpur
Uttar_Pradesh
3
14
1
466
3,595,993
49
6
single
rented
no
Civil_engineer
Ujjain
Madhya_Pradesh
6
14
0
467
5,867,167
60
14
married
rented
no
Lawyer
Bilaspur
Chhattisgarh
6
12
0
468
9,254,833
63
13
single
rented
yes
Fashion_Designer
Sambhal
Uttar_Pradesh
10
10
0
469
4,371,590
66
19
single
rented
yes
Flight_attendant
Bhatpara
West_Bengal
3
12
0
470
549,476
47
1
single
rented
no
Fashion_Designer
Dhule
Maharashtra
1
10
1
471
5,628,436
48
13
single
rented
no
Computer_hardware_engineer
Danapur
Bihar
10
10
1
472
8,893,842
74
17
single
rented
yes
Dentist
Ghaziabad
Uttar_Pradesh
9
14
0
473
223,993
54
7
single
rented
no
Physician
Rourkela
Odisha
7
11
1
474
7,469,378
62
0
single
rented
yes
Financial_Analyst
Korba
Chhattisgarh
0
10
0
475
1,462,402
48
4
single
rented
no
Engineer
Malda
West_Bengal
4
11
0
476
6,453,233
68
13
single
rented
no
Drafter
Thiruvananthapuram
Kerala
13
14
0
477
9,304,920
44
6
single
rented
no
Physician
Dharmavaram
Andhra_Pradesh
6
11
0
478
5,445,375
52
19
single
rented
no
Psychologist
Kulti
West_Bengal
5
12
0
479
706,809
71
3
single
rented
no
Librarian
Coimbatore
Tamil_Nadu
3
13
1
480
5,169,846
54
13
single
rented
no
Magistrate
Nellore[14][15]
Andhra_Pradesh
5
10
0
481
4,614,035
42
15
single
rented
no
Flight_attendant
Miryalaguda
Telangana
13
14
0
482
126,261
69
6
single
rented
no
Politician
Berhampore
West_Bengal
4
11
0
483
4,149,976
35
15
married
owned
no
Drafter
Ludhiana
Punjab
10
12
0
484
133,954
27
15
single
rented
no
Software_Developer
Sambhal
Uttar_Pradesh
11
13
0
485
4,824,858
58
15
single
rented
no
Hotel_Manager
Surat
Gujarat
8
11
1
486
6,118,570
53
14
married
rented
no
Technology_specialist
Dehradun
Uttarakhand
14
13
0
487
5,603,227
62
9
single
rented
no
Politician
Ulhasnagar
Maharashtra
4
12
0
488
3,638,802
76
5
married
norent_noown
yes
Civil_servant
Aizawl
Mizoram
5
10
0
489
9,468,291
32
0
single
rented
no
Geologist
Visakhapatnam[4]
Andhra_Pradesh
0
12
0
490
3,985,432
47
13
single
rented
no
Technician
Faridabad
Haryana
4
12
0
491
4,493,999
57
0
single
rented
no
Technician
Karawal_Nagar
Delhi
0
14
0
492
7,884,489
25
14
single
rented
no
Graphic_Designer
Dhule
Maharashtra
9
13
0
493
2,717,090
71
2
single
norent_noown
yes
Surgeon
Kottayam
Kerala
2
10
0
494
2,192,899
45
12
single
rented
no
Drafter
Giridih
Jharkhand
6
10
0
495
1,988,524
50
6
single
rented
no
Surveyor
Jaipur
Rajasthan
6
13
1
496
8,644,938
26
11
married
rented
no
Architect
South_Dumdum
West_Bengal
9
10
0
497
4,070,923
23
6
single
rented
yes
Economist
Aligarh
Uttar_Pradesh
6
11
0
498
1,966,474
26
16
single
rented
yes
Biomedical_Engineer
Visakhapatnam[4]
Andhra_Pradesh
4
10
1
499
3,215,432
37
6
single
rented
yes
Consultant
Haridwar
Uttarakhand
6
12
0
500
28,561
63
13
single
rented
yes
Scientist
Ranchi
Jharkhand
13
12
0