id
int64
0
1.2M
Age
float64
18
64
Gender
stringclasses
2 values
Annual Income
float64
1
150k
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
Vehicle Age
float64
0
19
Credit Score
float64
300
849
Insurance Duration
float64
1
9
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
200
51
Male
11,555
Married
1
PhD
Unemployed
null
Urban
Comprehensive
0
18
703
9
2024-01-05 15:21:39.273973
Average
No
Rarely
Condo
712
201
45
Female
27,892
Single
1
High School
null
41.59095
Urban
Premium
0
2
707
9
2023-10-04 15:21:39.134960
Average
No
Monthly
Condo
1,404
202
19
Male
2,924
Divorced
0
High School
Self-Employed
17.653466
Suburban
Basic
3
18
835
9
2024-07-31 15:21:39.211806
null
No
Daily
Condo
1,054
203
37
Female
12,961
Divorced
1
Master's
null
22.690023
Rural
Premium
2
19
581
8
2023-01-04 15:21:39.286113
Poor
Yes
Monthly
House
1,444
204
30
Male
85,757
Married
3
Master's
Self-Employed
21.082843
Urban
Premium
null
5
541
9
2022-11-03 15:21:39.233998
null
No
Weekly
Apartment
85
205
49
Male
5,866
Single
0
High School
Self-Employed
31.451325
Urban
Premium
0
5
845
3
2019-09-10 15:21:39.202448
Poor
No
Daily
Condo
1,002
206
59
Male
25,881
Divorced
null
High School
Employed
27.382486
Suburban
Comprehensive
1
12
597
6
2022-11-27 15:21:39.146733
Average
No
Weekly
House
1,347
207
51
Female
11,863
Married
0
High School
null
32.294592
Suburban
Premium
null
6
441
3
2023-02-01 15:21:39.244069
Good
Yes
Rarely
Apartment
1,158
208
29
Male
6,079
Married
2
Master's
Unemployed
32.751609
Suburban
Premium
0
8
718
2
2022-02-12 15:21:39.149731
Average
Yes
Weekly
House
823
209
25
Male
46,184
Single
0
Bachelor's
Self-Employed
38.354963
Suburban
Basic
1
4
630
9
2020-01-29 15:21:39.194829
Average
Yes
Weekly
House
1,333
210
37
Male
37,393
Divorced
3
High School
null
26.064202
Rural
Comprehensive
1
5
null
4
2023-01-15 15:21:39.155231
Average
Yes
Rarely
Apartment
890
211
26
Male
20,014
Divorced
4
PhD
Unemployed
10.939149
Suburban
Premium
null
8
577
6
2024-03-20 15:21:39.132191
null
Yes
Daily
Apartment
1,494
212
29
Male
72,692
Divorced
0
High School
Employed
null
Rural
Comprehensive
3
19
586
1
2022-01-14 15:21:39.131192
Good
No
Daily
House
20
213
45
Male
73,334
Single
0
Master's
Self-Employed
17.889835
Urban
Basic
null
18
418
5
2021-04-21 15:21:39.123711
Good
Yes
Monthly
House
778
214
52
Male
5,521
Married
3
Bachelor's
Self-Employed
17.358823
Rural
Premium
1
15
780
5
2021-01-18 15:21:39.155231
Poor
No
Rarely
Apartment
788
215
32
Female
74,764
Single
2
Master's
Employed
14.71153
Urban
Premium
1
15
null
4
2021-06-02 15:21:39.276901
Average
No
Daily
House
138
216
58
Female
24,116
Divorced
3
PhD
Self-Employed
21.812996
Urban
Premium
null
10
531
1
2020-12-07 15:21:39.180553
Poor
Yes
Rarely
House
1,154
217
38
Male
103,340
Single
3
High School
null
null
Urban
Basic
0
7
null
1
2023-01-15 15:21:39.092127
Poor
Yes
Daily
Condo
100
218
46
Male
58,697
Married
4
High School
Self-Employed
21.859005
Rural
Basic
1
17
401
1
2024-03-05 15:21:39.232526
Good
Yes
Daily
Condo
870
219
32
Female
43,969
Divorced
1
Bachelor's
null
10.938705
Rural
Premium
null
18
486
1
2020-03-11 15:21:39.087123
Good
Yes
Weekly
Condo
439
220
18
Male
63,823
Divorced
2
High School
Unemployed
51.793214
Rural
Comprehensive
1
11
757
7
2020-09-07 15:21:39.171102
null
Yes
Rarely
Condo
479
221
24
Female
25,011
Single
4
Bachelor's
null
35.323701
Suburban
Comprehensive
null
7
646
8
2024-05-08 15:21:39.085129
Good
Yes
Daily
Apartment
1,022
222
51
Female
3,561
Divorced
3
Bachelor's
Employed
null
Rural
Premium
null
0
752
5
2021-07-28 15:21:39.283783
null
No
Daily
Apartment
2,792
223
50
Male
27,983
Married
2
Master's
Employed
15.051725
Suburban
Comprehensive
1
11
null
7
2020-06-08 15:21:39.237118
Good
Yes
Daily
Condo
735
224
35
Female
43,433
Married
2
PhD
Employed
32.597736
Rural
Premium
3
3
651
1
2021-04-09 15:21:39.088124
Average
No
Daily
Apartment
894
225
33
Female
143,816
Single
3
Master's
null
3.451751
Urban
Basic
null
11
665
8
2020-08-02 15:21:39.134960
Good
No
Daily
Condo
155
226
50
Male
28,344
Married
null
High School
Employed
35.966671
Urban
Premium
1
14
506
3
2023-04-26 15:21:39.172097
Good
Yes
Rarely
Apartment
48
227
59
Male
51,574
Divorced
4
Master's
Employed
48.723663
Urban
Comprehensive
1
6
336
1
2022-01-24 15:21:39.092127
Poor
Yes
Monthly
House
1,078
228
31
Male
45,267
Married
3
Master's
Self-Employed
46.534336
Rural
Premium
1
6
696
4
2022-04-18 15:21:39.134960
Good
Yes
Rarely
Apartment
472
229
41
Male
77,687
Married
4
PhD
Employed
34.99472
Urban
Comprehensive
1
9
430
2
2023-04-27 15:21:39.096739
Good
No
Monthly
Apartment
88
230
21
Female
81,783
Married
4
High School
Employed
35.816186
Suburban
Comprehensive
null
8
597
8
2023-07-23 15:21:39.274993
null
No
Weekly
Apartment
22
231
44
Female
37,501
Single
1
Bachelor's
Self-Employed
29.263784
Rural
Comprehensive
null
18
446
8
2021-02-18 15:21:39.228521
Good
Yes
Monthly
Apartment
29
232
29
Female
110,813
Divorced
0
Master's
Unemployed
37.716443
Suburban
Premium
null
17
424
7
2022-09-12 15:21:39.106582
Good
Yes
Daily
House
442
233
47
Male
38,699
Single
2
PhD
Unemployed
29.430499
Suburban
Premium
1
9
459
5
2020-08-10 15:21:39.245086
Average
Yes
Rarely
House
1,270
234
59
Male
18,095
null
1
PhD
null
23.92301
Rural
Basic
1
17
786
9
2021-08-24 15:21:39.188220
Good
Yes
Rarely
Apartment
1,507
235
57
Female
29,094
Divorced
3
Master's
Self-Employed
null
Rural
Comprehensive
1
12
695
2
2020-02-13 15:21:39.155231
Poor
Yes
Weekly
Condo
531
236
63
Male
57,983
Married
1
High School
Employed
38.359812
Urban
Comprehensive
1
5
447
6
2022-05-08 15:21:39.176717
Average
No
Weekly
House
723
237
21
Male
1,060
Married
0
Master's
null
17.91218
Rural
Comprehensive
null
6
339
3
2024-03-16 15:21:39.181605
Poor
No
Daily
House
1,004
238
33
Male
57,627
Divorced
0
Bachelor's
Employed
6.090163
Urban
Premium
1
9
null
7
2019-12-18 15:21:39.152732
Poor
No
Daily
House
4,049
239
28
Female
121,675
Divorced
1
High School
null
46.97436
Urban
Basic
2
19
516
3
2021-07-18 15:21:39.126661
Poor
No
Daily
Condo
344
240
18
Male
142,347
Divorced
3
High School
Employed
51.71146
Urban
Premium
0
19
566
2
2020-05-21 15:21:39.222387
Good
Yes
Daily
Apartment
1,144
241
28
Female
18,280
Divorced
4
Master's
null
22.68488
Urban
Comprehensive
null
2
null
2
2021-05-21 15:21:39.084065
null
No
Weekly
Condo
1,197
242
59
Male
29,231
Divorced
1
PhD
Employed
16.720015
Suburban
Premium
1
11
null
2
2021-04-02 15:21:39.255696
Average
No
Weekly
Condo
1,793
243
55
Female
28,886
Married
1
PhD
null
14.827063
Rural
Comprehensive
null
3
562
1
2019-11-16 15:21:39.274993
Good
No
Rarely
Condo
919
244
55
Male
30,663
Single
4
Bachelor's
Self-Employed
null
Urban
Premium
2
0
590
5
2020-07-19 15:21:39.134960
Good
Yes
Daily
Apartment
2,196
245
27
Female
null
Married
2
PhD
Unemployed
8.879454
Suburban
Premium
3
12
420
3
2023-03-21 15:21:39.223901
Average
No
Rarely
Condo
653
246
50
Male
14,894
Married
0
PhD
null
7.539392
Rural
Basic
0
6
null
1
2022-06-14 15:21:39.288099
Average
Yes
Daily
House
1,616
247
28
Female
84,573
Married
1
Master's
Employed
8.720195
Urban
Basic
0
0
456
7
2024-03-18 15:21:39.082499
Average
No
Monthly
House
178
248
53
Male
17,287
Married
2
Master's
Self-Employed
18.381231
Rural
Comprehensive
1
0
334
7
2023-06-27 15:21:39.197445
Average
Yes
Monthly
House
1,604
249
55
Male
2,820
Married
0
PhD
null
31.249825
Urban
Basic
3
6
766
5
2020-07-12 15:21:39.280784
Poor
No
Monthly
Apartment
724
250
41
Male
12,791
Married
0
PhD
Employed
16.824166
Urban
Basic
null
2
590
5
2023-04-30 15:21:39.172097
Poor
Yes
Weekly
Condo
1,373
251
24
Female
69,070
Divorced
1
Master's
Employed
44.934853
Rural
Comprehensive
1
2
645
2
2022-05-18 15:21:39.202448
Poor
Yes
Daily
Apartment
199
252
24
Male
11,319
Single
null
Bachelor's
null
39.71535
Rural
Comprehensive
null
12
520
8
2024-08-10 15:21:39.236064
null
No
Rarely
House
175
253
33
Female
79,076
Divorced
null
High School
Self-Employed
27.679847
Rural
Basic
3
12
453
1
2021-12-21 15:21:39.223901
Good
No
Rarely
House
2,512
254
36
Male
12,984
Married
3
Bachelor's
null
32.988424
Suburban
Premium
1
14
647
3
2021-06-13 15:21:39.282785
Average
No
Rarely
House
717
255
37
Female
61,690
Single
4
Master's
Unemployed
28.687059
Urban
Premium
2
5
449
2
2024-01-20 15:21:39.134960
Good
No
Monthly
House
805
256
36
Female
9,612
Married
0
High School
Employed
21.641727
Urban
Basic
null
0
588
4
2023-08-23 15:21:39.101733
Good
Yes
Monthly
House
577
257
35
Female
35,682
Divorced
4
PhD
Employed
30.241596
Rural
Premium
0
10
585
9
2023-06-28 15:21:39.095696
Average
Yes
Weekly
Condo
859
258
33
Female
56,812
Divorced
2
PhD
null
41.887791
Suburban
Comprehensive
0
0
489
2
2022-06-29 15:21:39.210805
Good
Yes
Monthly
House
2,044
259
64
Female
45,645
Married
4
Master's
Self-Employed
null
Suburban
Premium
null
1
532
4
2022-12-09 15:21:39.155231
Poor
Yes
Daily
Apartment
996
260
38
Female
29,759
Married
2
PhD
Employed
27.939337
Urban
Basic
null
17
772
7
2019-10-09 15:21:39.085129
Poor
No
Monthly
Condo
663
261
21
Male
11,415
Single
4
Bachelor's
Employed
44.819154
Suburban
Basic
null
9
380
2
2022-03-03 15:21:39.134960
Good
No
Monthly
Apartment
1,052
262
45
Female
18,307
Married
null
Bachelor's
null
18.738134
Urban
Comprehensive
0
17
757
4
2021-07-05 15:21:39.290098
Average
Yes
Monthly
Apartment
782
263
47
Male
17,961
Married
1
PhD
Self-Employed
null
Urban
Basic
null
6
716
7
2021-06-19 15:21:39.186212
Average
No
Daily
Condo
1,325
264
37
Male
9,989
Married
0
Master's
Self-Employed
49.897708
Urban
Comprehensive
0
15
490
8
2020-04-07 15:21:39.100695
Good
Yes
Daily
House
350
265
51
Female
9,224
Divorced
4
PhD
Employed
37.676857
Suburban
Comprehensive
0
8
null
4
2022-03-24 15:21:39.134960
Average
Yes
Daily
Condo
27
266
49
Male
18,058
Divorced
2
PhD
Unemployed
19.897971
Suburban
Premium
1
17
573
1
2021-10-10 15:21:39.133866
Average
No
Rarely
Condo
1,326
267
53
Female
10,100
Married
0
Bachelor's
Self-Employed
9.251588
Urban
Premium
1
18
712
1
2023-08-25 15:21:39.244069
Good
Yes
Monthly
House
2,437
268
56
Female
39,726
Married
2
High School
Employed
13.317549
Urban
Comprehensive
0
17
442
2
2019-09-26 15:21:39.198406
Average
No
Daily
Condo
1,117
269
47
Female
49,091
Single
2
Bachelor's
null
46.958987
Rural
Premium
null
8
437
3
2021-12-23 15:21:39.244069
null
No
Rarely
Condo
2,701
270
53
Female
15,735
Divorced
3
High School
Employed
21.955554
Suburban
Premium
0
15
836
8
2023-11-05 15:21:39.155231
Average
Yes
Monthly
Apartment
3,021
271
38
Male
37,893
Single
null
Bachelor's
null
18.584412
Suburban
Premium
2
6
456
8
2022-06-02 15:21:39.080440
Good
No
Weekly
Condo
1,642
272
40
Female
60,103
Married
4
High School
null
25.898388
Urban
Premium
0
19
342
4
2023-09-12 15:21:39.263432
Poor
Yes
Rarely
House
50
273
52
Female
36,190
Married
4
Bachelor's
Self-Employed
8.241702
Urban
Basic
null
17
792
8
2022-06-13 15:21:39.255696
Poor
No
Monthly
House
467
274
44
Female
73,022
Married
3
High School
Employed
22.167467
Rural
Premium
null
2
583
9
2020-11-07 15:21:39.190215
Average
No
Daily
House
382
275
53
Female
11,580
Single
null
PhD
Self-Employed
12.954227
Rural
Comprehensive
null
9
487
9
2020-10-29 15:21:39.188220
Good
No
Rarely
Condo
2,360
276
37
Male
2,384
Divorced
0
Bachelor's
Employed
25.351342
Urban
Comprehensive
0
2
587
3
2024-02-20 15:21:39.289099
Average
Yes
Weekly
Condo
56
277
57
Male
72,788
Divorced
3
High School
Employed
44.457093
Suburban
Basic
1
17
539
8
2023-12-10 15:21:39.254678
Average
No
Weekly
Condo
54
278
29
Female
null
Single
4
Master's
Self-Employed
47.839298
Suburban
Comprehensive
null
18
416
3
2020-04-12 15:21:39.282785
Good
Yes
Weekly
House
1,162
279
54
Male
71
Divorced
2
Master's
Self-Employed
18.613634
Urban
Premium
2
4
793
3
2022-04-14 15:21:39.217387
Poor
No
Monthly
Condo
1,593
280
55
Female
6,097
Married
0
Master's
Employed
18.98983
Urban
Comprehensive
null
3
691
4
2023-10-20 15:21:39.165120
Good
Yes
Daily
Condo
1,073
281
45
Female
17,109
Single
4
Bachelor's
null
44.766853
Suburban
Basic
1
19
757
4
2022-11-26 15:21:39.206847
Average
No
Rarely
House
1,641
282
33
Female
27,804
Single
null
Bachelor's
Self-Employed
50.574834
Rural
Premium
1
14
759
2
2020-06-23 15:21:39.223901
Average
No
Weekly
Condo
553
283
44
Male
44,728
Divorced
4
High School
Employed
41.247715
Urban
Comprehensive
1
18
682
5
2020-12-20 15:21:39.132191
Good
No
Weekly
Condo
1,137
284
23
Female
619
Divorced
4
PhD
Employed
51.165928
Urban
Premium
0
12
null
9
2021-10-08 15:21:39.186212
Average
Yes
Weekly
Condo
894
285
63
Female
28,963
Divorced
3
High School
null
7.859185
Urban
Basic
1
2
583
8
2023-04-29 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,479
286
58
Female
25,239
Single
null
High School
Self-Employed
45.880046
Rural
Premium
0
10
494
3
2020-01-30 15:21:39.274993
Poor
No
Monthly
House
1,694
287
23
Male
43,030
Single
3
Master's
Employed
28.816589
Rural
Premium
null
17
695
7
2022-03-20 15:21:39.085129
null
No
Rarely
Condo
2,184
288
33
Female
62,647
Single
2
Master's
Self-Employed
15.38852
Suburban
Comprehensive
2
15
759
6
2023-03-06 15:21:39.144722
Poor
No
Monthly
Condo
2,735
289
62
Female
10,116
Married
3
PhD
Employed
47.914167
Suburban
Comprehensive
null
5
716
9
2023-08-27 15:21:39.190215
Good
Yes
Rarely
Condo
1,484
290
22
Male
3,231
Single
null
PhD
Unemployed
29.381565
Suburban
Comprehensive
0
12
464
2
2023-01-04 15:21:39.155231
Average
Yes
Monthly
Condo
803
291
49
Male
null
Married
3
Bachelor's
Self-Employed
13.723132
Suburban
Basic
2
1
762
5
2023-02-10 15:21:39.099739
Poor
Yes
Rarely
Apartment
385
292
23
Female
35,239
Single
2
Master's
null
26.291077
Suburban
Basic
0
5
434
4
2023-07-23 15:21:39.111551
Poor
No
Rarely
House
526
293
28
Female
1,298
Divorced
2
High School
Unemployed
35.619475
Suburban
Premium
2
18
null
1
2020-02-04 15:21:39.144722
Average
No
Monthly
Apartment
1,628
294
26
Female
3,850
null
2
Bachelor's
Employed
18.41706
Rural
Basic
0
12
823
1
2022-10-15 15:21:39.154008
Poor
No
Daily
Apartment
372
295
53
Male
16,408
Single
1
Master's
Self-Employed
41.710539
Rural
Basic
0
3
595
5
2022-06-08 15:21:39.204790
Poor
Yes
Weekly
Apartment
1,713
296
54
Female
14,112
Married
2
Master's
Self-Employed
10.958878
Urban
Premium
null
13
381
4
2024-07-20 15:21:39.206847
Poor
Yes
Rarely
Apartment
2,537
297
19
Female
39,112
Divorced
3
Master's
Employed
33.682841
Urban
Premium
2
11
653
5
2023-11-22 15:21:39.134960
Poor
No
Monthly
Condo
1,465
298
32
Male
11,587
Married
3
Bachelor's
Employed
39.567173
Suburban
Premium
1
9
391
1
2022-04-10 15:21:39.134960
Good
Yes
Daily
House
2,370
299
36
Female
1,054
Single
1
PhD
Employed
37.627622
Rural
Basic
0
1
472
6
2020-11-23 15:21:39.261856
Average
Yes
Monthly
Apartment
724