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
501
8,145,890
48
5
single
rented
yes
Software_Developer
Avadi
Tamil_Nadu
5
11
0
502
3,516,704
54
17
single
rented
no
Air_traffic_controller
Vellore
Tamil_Nadu
13
10
0
503
1,609,239
47
3
single
rented
no
Flight_attendant
Tumkur
Karnataka
3
14
0
504
5,714,975
41
10
single
rented
yes
Petroleum_Engineer
Dhule
Maharashtra
10
14
0
505
2,207,248
49
19
single
rented
yes
Design_Engineer
Raipur
Chhattisgarh
3
12
0
506
3,426,767
67
1
single
rented
no
Microbiologist
Bhimavaram
Andhra_Pradesh
1
12
0
507
3,330,944
52
7
single
norent_noown
no
Biomedical_Engineer
Thanjavur
Tamil_Nadu
7
10
0
508
976,533
48
2
single
rented
no
Statistician
Bardhaman
West_Bengal
2
10
1
509
714,898
54
9
single
rented
yes
Fashion_Designer
Ulhasnagar
Maharashtra
9
12
0
510
3,177,996
28
1
single
rented
no
Comedian
Nizamabad
Telangana
1
12
0
511
9,215,889
37
15
single
rented
no
Flight_attendant
Tiruppur
Tamil_Nadu
9
13
0
512
5,736,165
57
1
single
rented
no
Engineer
Nagaon
Assam
1
10
0
513
1,578,598
50
11
single
rented
no
Software_Developer
Mau
Uttar_Pradesh
11
11
1
514
1,604,428
66
20
single
rented
no
Physician
Sambalpur
Odisha
12
14
1
515
6,834,599
69
12
married
rented
no
Computer_operator
Jehanabad[38]
Bihar
12
10
0
516
414,060
64
16
single
norent_noown
no
Financial_Analyst
Kadapa[23]
Andhra_Pradesh
14
11
1
517
2,889,903
27
0
single
rented
no
Flight_attendant
Kolkata
West_Bengal
0
12
0
518
3,958,023
39
19
single
rented
no
Chef
Jamshedpur
Jharkhand
5
11
0
519
1,598,789
60
14
single
rented
no
Chartered_Accountant
Ujjain
Madhya_Pradesh
5
13
0
520
2,407,726
75
16
single
rented
yes
Technical_writer
Arrah
Bihar
5
12
0
521
3,643,303
79
0
single
rented
no
Economist
Kishanganj[35]
Bihar
0
12
0
522
220,528
72
18
married
rented
no
Technology_specialist
Hapur
Uttar_Pradesh
4
12
0
523
8,079,960
53
2
single
rented
no
Army_officer
Purnia[26]
Bihar
2
10
1
524
9,126,131
29
18
single
rented
no
Hotel_Manager
Tirunelveli
Tamil_Nadu
9
12
0
525
7,840,891
54
9
married
rented
yes
Civil_engineer
Silchar
Assam
6
14
0
526
163,900
61
7
single
rented
no
Economist
Gulbarga
Karnataka
5
14
0
527
5,269,140
26
9
single
rented
no
Graphic_Designer
Suryapet
Telangana
3
13
0
528
5,915,580
68
20
single
rented
no
Hotel_Manager
Buxar[37]
Bihar
7
10
1
529
1,700,810
79
1
single
rented
no
Financial_Analyst
Bardhaman
West_Bengal
1
12
0
530
7,533,473
70
12
single
norent_noown
yes
Software_Developer
Ambattur
Tamil_Nadu
4
14
0
531
3,508,614
32
11
single
rented
no
Economist
Jhansi
Uttar_Pradesh
8
13
0
532
2,740,172
72
16
single
rented
no
Engineer
New_Delhi
Delhi
10
13
0
533
7,503,211
57
6
single
rented
no
Geologist
Indore
Madhya_Pradesh
6
10
0
534
4,912,024
63
20
single
rented
yes
Consultant
Raiganj
West_Bengal
4
14
0
535
8,370,021
40
5
single
rented
no
Technical_writer
Gulbarga
Karnataka
5
14
0
536
1,171,901
57
10
single
norent_noown
yes
Financial_Analyst
Buxar[37]
Bihar
9
12
0
537
5,484,464
58
2
single
rented
yes
Technical_writer
Nanded
Maharashtra
2
12
0
538
2,902,285
77
19
single
rented
no
Graphic_Designer
Gudivada
Andhra_Pradesh
11
10
1
539
2,799,879
44
0
single
rented
no
Microbiologist
Jabalpur
Madhya_Pradesh
0
11
0
540
1,322,234
31
1
single
rented
yes
Official
Pimpri-Chinchwad
Maharashtra
1
14
0
541
121,035
71
12
single
rented
no
Police_officer
Kavali
Andhra_Pradesh
11
13
0
542
4,915,233
76
5
single
rented
no
Designer
South_Dumdum
West_Bengal
3
11
0
543
5,397,462
39
12
single
rented
yes
Fashion_Designer
Gulbarga
Karnataka
12
13
0
544
4,939,664
61
14
married
rented
yes
Financial_Analyst
Danapur
Bihar
4
12
0
545
7,563,306
55
15
single
rented
no
Technician
Kollam
Kerala
12
12
1
546
9,368,529
59
7
single
rented
no
Designer
Dibrugarh
Assam
7
10
1
547
16,045
56
5
single
norent_noown
no
Technician
Thane
Maharashtra
5
10
0
548
1,026,972
64
1
single
rented
no
Surveyor
Siliguri
West_Bengal
1
13
0
549
5,897,750
76
14
single
rented
no
Chef
Anand
Gujarat
5
11
0
550
5,623,318
31
13
single
rented
yes
Fashion_Designer
Thane
Maharashtra
13
11
0
551
8,900,631
47
6
single
rented
no
Fashion_Designer
Thiruvananthapuram
Kerala
6
12
0
552
1,139,981
60
12
single
rented
no
Civil_engineer
Ambattur
Tamil_Nadu
12
12
1
553
1,902,583
21
2
single
rented
no
Lawyer
Tiruchirappalli[10]
Tamil_Nadu
2
11
0
554
6,814,983
51
18
single
rented
no
Software_Developer
Ballia
Uttar_Pradesh
14
11
0
555
340,075
45
0
single
rented
no
Industrial_Engineer
Bulandshahr
Uttar_Pradesh
0
13
1
556
8,837,967
35
14
single
rented
yes
Economist
Deoghar
Jharkhand
10
14
0
557
4,796,189
51
16
single
rented
no
Fashion_Designer
Saharanpur
Uttar_Pradesh
12
12
0
558
9,148,621
43
9
single
rented
no
Police_officer
Bilaspur
Chhattisgarh
3
12
0
559
2,324,042
45
16
single
rented
no
Drafter
Agartala
Tripura
13
13
0
560
1,066,119
69
16
single
rented
yes
Technician
Gorakhpur
Uttar_Pradesh
12
11
1
561
6,298,839
34
19
married
rented
yes
Petroleum_Engineer
Bidar
Karnataka
5
13
0
562
6,509,681
30
10
single
rented
yes
Industrial_Engineer
Nadiad
Gujarat
10
10
0
563
3,859,838
62
13
single
rented
yes
Graphic_Designer
Baranagar
West_Bengal
7
13
0
564
2,940,425
77
16
single
rented
yes
Drafter
Farrukhabad
Uttar_Pradesh
7
10
1
565
2,122,622
59
8
single
rented
no
Chemical_engineer
Dhanbad
Jharkhand
8
14
0
566
6,963,246
35
16
single
rented
no
Industrial_Engineer
Gurgaon
Haryana
14
12
1
567
7,932,482
34
11
single
rented
no
Air_traffic_controller
Thrissur
Kerala
11
14
0
568
5,965,932
74
3
single
rented
no
Army_officer
Giridih
Jharkhand
3
13
1
569
1,000,979
41
19
single
rented
yes
Physician
Tezpur
Assam
5
13
0
570
4,792,641
40
15
single
rented
yes
Software_Developer
Kakinada
Andhra_Pradesh
13
10
0
571
6,120,219
25
8
single
rented
no
Software_Developer
Hajipur[31]
Bihar
3
13
1
572
2,926,477
78
19
single
rented
no
Physician
Firozabad
Uttar_Pradesh
3
10
1
573
6,800,688
78
5
single
rented
no
Graphic_Designer
Mango
Jharkhand
5
14
1
574
1,551,179
24
19
single
rented
no
Drafter
Allahabad
Uttar_Pradesh[5]
9
14
0
575
9,756,211
45
8
single
rented
yes
Politician
Bhusawal
Maharashtra
8
10
1
576
9,976,498
69
12
single
rented
no
Drafter
Guna
Madhya_Pradesh
12
10
0
577
9,407,809
66
3
single
rented
no
Army_officer
Ongole
Andhra_Pradesh
3
13
1
578
6,002,096
32
14
single
rented
no
Secretary
Ramagundam[27]
Telangana
3
13
1
579
9,272,937
75
18
single
rented
yes
Technology_specialist
Jehanabad[38]
Bihar
7
13
0
580
4,145,727
27
11
single
rented
no
Fashion_Designer
Panvel
Maharashtra
6
12
1
581
7,993,188
66
6
single
norent_noown
no
Civil_servant
Raipur
Chhattisgarh
6
10
0
582
4,272,756
29
6
single
rented
no
Surveyor
Danapur
Bihar
6
13
0
583
294,610
49
16
single
rented
no
Computer_hardware_engineer
Yamunanagar
Haryana
6
13
0
584
6,201,762
46
1
single
rented
no
Lawyer
Kochi
Kerala
1
10
1
585
6,602,095
62
15
single
rented
no
Surveyor
Sri_Ganganagar
Rajasthan
8
14
0
586
9,222,108
78
9
single
rented
no
Biomedical_Engineer
Singrauli
Madhya_Pradesh
9
12
0
587
4,510,519
73
3
single
owned
yes
Magistrate
Madurai
Tamil_Nadu
3
10
1
588
2,608,473
77
20
single
rented
no
Dentist
Muzaffarnagar
Uttar_Pradesh
6
13
0
589
5,321,383
40
2
single
rented
no
Aviator
Nagpur
Maharashtra
2
13
0
590
2,318,528
33
8
single
rented
no
Software_Developer
Gaya
Bihar
8
11
0
591
3,372,296
26
10
married
rented
no
Magistrate
Indore
Madhya_Pradesh
10
12
0
592
1,441,334
77
20
single
rented
no
Engineer
Nagaon
Assam
12
12
0
593
5,663,627
29
0
married
rented
yes
Chef
Guna
Madhya_Pradesh
0
14
0
594
5,707,558
57
9
single
rented
no
Economist
Jaipur
Rajasthan
9
10
0
595
5,335,142
79
4
single
rented
yes
Consultant
Malegaon
Maharashtra
4
13
0
596
6,104,309
30
3
single
rented
no
Librarian
Morbi
Gujarat
3
12
0
597
2,265,601
72
16
single
rented
no
Comedian
Buxar[37]
Bihar
5
12
0
598
5,885,687
39
20
single
rented
no
Computer_hardware_engineer
Silchar
Assam
3
13
0
599
8,056,757
42
18
single
rented
no
Official
Unnao
Uttar_Pradesh
3
13
0
600
1,306,929
66
14
single
rented
no
Engineer
Raichur
Karnataka
11
10
0