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
201
5,330,432
47
2
single
rented
yes
Chemical_engineer
Bidhannagar
West_Bengal
2
10
0
202
9,830,639
70
16
single
rented
no
Army_officer
Kadapa[23]
Andhra_Pradesh
5
11
0
203
4,184,636
55
2
single
rented
yes
Official
Amritsar
Punjab
2
10
0
204
2,667,227
76
6
single
rented
no
Official
Khora,_Ghaziabad
Uttar_Pradesh
6
14
0
205
4,736,350
38
13
single
rented
no
Microbiologist
Ambala
Haryana
6
13
1
206
5,886,958
60
16
single
rented
no
Analyst
Agra
Uttar_Pradesh
3
10
0
207
9,845,816
31
20
single
rented
no
Lawyer
Thanjavur
Tamil_Nadu
14
11
0
208
7,512,179
55
13
single
rented
no
Physician
Kanpur
Uttar_Pradesh
11
14
0
209
2,603,179
39
20
single
rented
yes
Politician
Siwan[32]
Bihar
13
11
0
210
9,317,473
63
20
single
rented
yes
Civil_servant
Gopalpur
West_Bengal
14
14
0
211
5,616,245
76
20
single
rented
yes
Surveyor
Kadapa[23]
Andhra_Pradesh
13
13
0
212
4,110,754
36
4
single
rented
no
Petroleum_Engineer
Ambattur
Tamil_Nadu
4
13
0
213
6,305,461
41
11
single
rented
yes
Air_traffic_controller
Mirzapur
Uttar_Pradesh
7
14
1
214
7,552,268
38
6
single
rented
no
Civil_engineer
Berhampore
West_Bengal
5
10
1
215
4,334,503
22
6
single
owned
no
Designer
Ratlam
Madhya_Pradesh
6
14
0
216
1,328,487
67
12
married
rented
no
Flight_attendant
Surendranagar_Dudhrej
Gujarat
7
10
0
217
152,426
27
18
single
rented
no
Librarian
Delhi_city
Delhi
8
12
0
218
7,992,060
44
15
single
rented
no
Fashion_Designer
Nagaon
Assam
4
11
0
219
7,357,515
50
13
single
rented
yes
Fashion_Designer
Bhopal
Madhya_Pradesh
7
14
0
220
7,115,862
52
17
single
rented
no
Physician
Delhi_city
Delhi
14
11
0
221
1,532,701
79
2
single
rented
no
Graphic_Designer
Hapur
Uttar_Pradesh
2
12
0
222
4,421,612
79
20
single
rented
no
Firefighter
Rohtak
Haryana
8
11
0
223
9,521,305
77
9
single
rented
no
Consultant
Motihari[34]
Bihar
9
13
0
224
2,433,481
48
0
single
norent_noown
yes
Biomedical_Engineer
Durg
Chhattisgarh
0
14
0
225
6,668,221
66
20
single
rented
no
Industrial_Engineer
Ambarnath
Maharashtra
11
11
1
226
5,109,740
39
6
single
rented
no
Flight_attendant
Kanpur
Uttar_Pradesh
6
14
1
227
3,902,265
26
5
single
rented
no
Computer_hardware_engineer
Korba
Chhattisgarh
3
14
0
228
8,602,683
46
1
married
rented
no
Web_designer
Bangalore
Karnataka
1
10
0
229
7,636,933
44
4
single
rented
yes
Consultant
Shivpuri
Madhya_Pradesh
4
14
0
230
665,309
69
11
single
rented
no
Hotel_Manager
Ichalkaranji
Maharashtra
11
11
0
231
9,812,058
72
1
single
rented
yes
Economist
Thrissur
Kerala
1
14
0
232
9,999,180
22
0
single
rented
no
Drafter
Bhavnagar
Gujarat
0
11
0
233
1,126,863
43
1
single
rented
no
Mechanical_engineer
Vijayanagaram
Andhra_Pradesh
1
11
0
234
8,774,556
63
2
single
rented
no
Flight_attendant
Howrah
West_Bengal
2
12
0
235
1,882,143
45
19
single
rented
yes
Magistrate
Farrukhabad
Uttar_Pradesh
4
14
1
236
7,167,762
49
14
single
rented
no
Firefighter
Bhopal
Madhya_Pradesh
12
14
1
237
7,743,419
71
15
single
rented
no
Scientist
Nangloi_Jat
Delhi
14
14
1
238
3,562,528
58
9
single
rented
no
Microbiologist
Madanapalle
Andhra_Pradesh
9
11
0
239
5,323,322
77
13
single
rented
no
Civil_engineer
Bangalore
Karnataka
13
10
0
240
5,596,467
26
17
single
rented
no
Mechanical_engineer
Parbhani
Maharashtra
4
13
0
241
9,305,585
69
8
single
rented
no
Official
Raiganj
West_Bengal
8
10
1
242
4,539,480
46
3
single
rented
yes
Fashion_Designer
Eluru[25]
Andhra_Pradesh
3
11
0
243
9,480,069
64
2
single
rented
no
Chartered_Accountant
Thoothukudi
Tamil_Nadu
2
10
0
244
9,772,105
29
12
single
rented
no
Aviator
Nagercoil
Tamil_Nadu
8
14
0
245
9,507,533
32
4
married
rented
no
Lawyer
Satna
Madhya_Pradesh
4
11
0
246
2,218,280
34
9
single
rented
no
Psychologist
Gaya
Bihar
9
11
0
247
2,252,443
77
0
single
rented
no
Surgeon
Chandigarh_city
Chandigarh
0
11
0
248
4,525,338
23
1
single
rented
no
Graphic_Designer
Ongole
Andhra_Pradesh
1
12
0
249
9,984,878
51
18
single
rented
yes
Comedian
Jammu[16]
Jammu_and_Kashmir
8
12
0
250
2,285,062
38
2
single
rented
no
Dentist
Kakinada
Andhra_Pradesh
2
12
0
251
6,715,263
29
0
single
rented
no
Surveyor
Dewas
Madhya_Pradesh
0
11
1
252
2,959,223
43
2
single
rented
no
Analyst
Ambala
Haryana
2
12
0
253
2,370,396
69
4
married
rented
no
Comedian
Shivpuri
Madhya_Pradesh
4
10
0
254
3,426,695
73
4
single
rented
no
Firefighter
Unnao
Uttar_Pradesh
4
14
0
255
1,923,950
50
12
single
rented
no
Geologist
Chandigarh_city
Chandigarh
3
14
0
256
2,416,807
70
10
single
rented
no
Firefighter
Bhalswa_Jahangir_Pur
Delhi
4
12
0
257
10,310
70
20
single
rented
yes
Engineer
Baranagar
West_Bengal
7
14
0
258
2,436,026
50
4
single
rented
yes
Lawyer
Karimnagar
Telangana
4
10
0
259
5,046,084
62
7
married
rented
yes
Technician
Shivpuri
Madhya_Pradesh
6
14
0
260
6,415,225
54
13
single
rented
no
Flight_attendant
Firozabad
Uttar_Pradesh
3
13
0
261
1,632,386
43
20
single
rented
no
Army_officer
Gudivada
Andhra_Pradesh
11
14
1
262
6,220,011
57
19
single
owned
no
Engineer
Phusro
Jharkhand
14
14
0
263
461,499
68
2
married
rented
no
Official
Allahabad
Uttar_Pradesh[5]
2
11
0
264
7,579,274
26
8
single
rented
no
Army_officer
Guna
Madhya_Pradesh
5
14
0
265
7,291,839
41
1
single
rented
yes
Surgeon
Thane
Maharashtra
1
12
1
266
7,583,437
74
13
single
owned
yes
Web_designer
Etawah
Uttar_Pradesh
9
13
0
267
9,933,885
65
12
single
rented
no
Comedian
Vasai-Virar
Maharashtra
4
11
0
268
4,187,964
78
2
single
rented
yes
Dentist
Pallavaram
Tamil_Nadu
2
10
1
269
5,498,131
61
15
single
rented
no
Industrial_Engineer
Amritsar
Punjab
7
13
0
270
3,308,198
76
10
single
rented
yes
Economist
Morena
Madhya_Pradesh
4
14
0
271
2,452,563
75
3
single
rented
no
Hotel_Manager
Kulti
West_Bengal
3
12
0
272
7,877,007
49
9
single
rented
no
Microbiologist
Amaravati
Andhra_Pradesh
9
10
0
273
7,525,294
43
11
single
rented
yes
Magistrate
Siliguri
West_Bengal
4
14
0
274
2,062,343
40
15
married
rented
yes
Aviator
Ballia
Uttar_Pradesh
14
11
0
275
6,152,756
49
3
married
rented
no
Psychologist
Surat
Gujarat
3
14
0
276
6,325,118
21
13
single
rented
no
Librarian
Burhanpur
Madhya_Pradesh
11
12
1
277
9,043,312
71
10
single
owned
no
Physician
Phagwara
Punjab
3
14
0
278
9,344,382
38
14
single
rented
yes
Secretary
Khandwa
Madhya_Pradesh
12
14
0
279
9,173,731
47
3
single
rented
no
Petroleum_Engineer
Hapur
Uttar_Pradesh
3
12
0
280
1,996,629
48
16
single
rented
no
Comedian
Farrukhabad
Uttar_Pradesh
9
14
0
281
2,451,457
31
9
married
rented
no
Politician
Bulandshahr
Uttar_Pradesh
9
12
0
282
4,855,342
24
0
single
rented
no
Lawyer
Ichalkaranji
Maharashtra
0
13
0
283
2,955,958
35
17
single
rented
yes
Computer_operator
Amravati
Maharashtra
7
11
1
284
6,360,265
31
18
single
rented
no
Scientist
Mumbai
Maharashtra
3
11
0
285
2,183,371
23
20
single
owned
no
Police_officer
Jhansi
Uttar_Pradesh
3
13
0
286
4,718,273
25
10
single
rented
no
Lawyer
Baranagar
West_Bengal
8
10
0
287
8,459,716
79
1
single
rented
no
Graphic_Designer
Mau
Uttar_Pradesh
1
14
0
288
2,101,952
46
18
single
rented
yes
Technical_writer
Berhampore
West_Bengal
7
14
0
289
4,531,094
41
6
single
rented
no
Magistrate
Unnao
Uttar_Pradesh
6
13
0
290
7,362,151
65
4
single
rented
no
Magistrate
Gurgaon
Haryana
3
11
0
291
6,272,411
69
2
married
rented
no
Aviator
Bhatpara
West_Bengal
2
10
0
292
7,110,369
35
7
single
rented
yes
Computer_hardware_engineer
Mangalore
Karnataka
3
11
0
293
7,352,225
78
14
married
rented
no
Firefighter
Rajpur_Sonarpur
West_Bengal
6
14
0
294
2,442,178
34
15
married
rented
no
Air_traffic_controller
Alwar
Rajasthan
10
13
0
295
6,975,092
73
9
single
rented
no
Architect
Kakinada
Andhra_Pradesh
9
13
0
296
6,947,233
62
10
single
rented
no
Technical_writer
Bidar
Karnataka
10
12
0
297
1,818,927
69
8
single
rented
no
Technical_writer
Mirzapur
Uttar_Pradesh
8
13
0
298
6,197,730
71
3
single
rented
no
Dentist
Mahbubnagar
Telangana
3
13
0
299
568,591
65
5
single
rented
no
Firefighter
Kanpur
Uttar_Pradesh
5
11
0
300
7,167,873
61
0
single
rented
yes
Designer
Ambala
Haryana
0
11
1