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
29,200
64
Female
5,513
Divorced
0
Bachelor's
Employed
21.943137
Suburban
Premium
1
3
null
9
2024-03-28 15:21:39.237118
Average
No
Daily
Apartment
799
29,201
51
Male
7,677
Married
3
PhD
null
11.811569
Rural
Basic
1
14
665
7
2022-10-20 15:21:39.213373
Good
No
Rarely
House
1,090
29,202
37
Male
25,834
Single
0
Bachelor's
Self-Employed
19.924588
Rural
Premium
2
15
729
9
2020-12-22 15:21:39.110557
null
No
Monthly
Condo
522
29,203
40
Female
58,873
null
4
Bachelor's
Self-Employed
16.599719
Suburban
Basic
0
2
481
5
2023-07-09 15:21:39.082499
Poor
No
Rarely
House
1,069
29,204
53
Female
23,609
Divorced
null
Master's
Employed
25.882421
Suburban
Basic
1
18
449
7
2024-07-25 15:21:39.097737
Poor
Yes
Monthly
House
485
29,205
44
Female
13,825
Divorced
4
Bachelor's
null
28.913382
Urban
Premium
2
18
660
7
2023-08-21 15:21:39.188220
Poor
No
Daily
House
1,185
29,206
58
Female
8,073
Divorced
3
Bachelor's
Unemployed
28.857116
Urban
Comprehensive
null
18
null
6
2019-12-02 15:21:39.244069
Average
No
Monthly
Apartment
902
29,207
26
Male
2,844
Divorced
3
Master's
Employed
18.586544
Urban
Premium
0
7
473
8
2023-11-06 15:21:39.175719
Average
No
Monthly
Apartment
639
29,208
52
Female
31,004
Divorced
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
18
704
4
2021-02-08 15:21:39.102694
Poor
Yes
Monthly
Apartment
2,084
29,209
56
Female
26,506
Married
2
High School
null
17.231482
Rural
Basic
0
16
647
9
2023-11-01 15:21:39.125660
Poor
Yes
Monthly
Apartment
2,430
29,210
null
Male
27,442
Married
4
Master's
null
20.190832
Rural
Basic
2
14
557
8
2024-02-01 15:21:39.244069
Good
No
Monthly
House
681
29,211
48
Female
47,017
Married
0
Bachelor's
Unemployed
27.144636
Rural
Comprehensive
0
12
619
3
2024-02-25 15:21:39.176717
null
Yes
Daily
Condo
2,046
29,212
22
Female
29,892
Married
0
Master's
Employed
49.252355
Rural
Comprehensive
null
9
null
6
2020-11-04 15:21:39.148733
Poor
Yes
Rarely
House
2,430
29,213
53
Male
null
Divorced
2
PhD
null
14.879507
Urban
Comprehensive
0
1
815
2
2019-11-28 15:21:39.249100
Good
No
Monthly
Apartment
3,959
29,214
46
Male
16,072
Married
1
Master's
Self-Employed
26.920017
Suburban
Comprehensive
0
14
718
3
2023-09-16 15:21:39.096739
Average
Yes
Rarely
Apartment
635
29,215
41
Female
1,347
Single
2
Master's
null
27.010793
Suburban
Basic
null
7
755
9
2022-01-12 15:21:39.194829
Poor
No
Monthly
Apartment
1,841
29,216
49
Female
26,335
Divorced
3
Bachelor's
Self-Employed
28.39887
Rural
Basic
0
17
494
3
2020-01-09 15:21:39.225916
Average
No
Rarely
House
943
29,217
42
Female
38,463
Single
0
High School
Self-Employed
13.534318
Urban
Comprehensive
1
2
null
2
2021-05-10 15:21:39.198406
Good
Yes
Daily
House
2,458
29,218
27
Male
20,805
Married
2
High School
Unemployed
9.926451
Rural
Premium
0
15
573
6
2021-09-13 15:21:39.155231
Average
No
Weekly
Condo
464
29,219
46
Female
23,108
Single
0
PhD
null
null
Suburban
Comprehensive
2
4
596
1
2021-08-05 15:21:39.285112
Average
Yes
Rarely
Apartment
551
29,220
29
Female
56,401
Divorced
3
PhD
null
49.981924
Urban
Basic
2
18
644
1
2023-10-27 15:21:39.201446
Poor
Yes
Rarely
Apartment
2,596
29,221
63
Female
1,064
Married
4
High School
Self-Employed
36.752869
Rural
Comprehensive
2
9
null
7
2024-08-11 15:21:39.253660
Poor
Yes
Weekly
House
45
29,222
63
Male
33,991
Married
0
Master's
Self-Employed
31.881642
Suburban
Comprehensive
2
8
746
7
2021-06-25 15:21:39.134960
Average
No
Rarely
House
48
29,223
59
Male
43,934
Married
null
Bachelor's
Unemployed
null
Rural
Comprehensive
1
15
554
5
2023-08-24 15:21:39.134960
Poor
Yes
Monthly
Condo
535
29,224
63
Male
45,228
Divorced
4
Master's
Self-Employed
36.271318
Urban
Basic
1
7
null
3
2023-11-18 15:21:39.192212
Good
No
Daily
Apartment
1,620
29,225
60
Male
14,085
Married
1
Bachelor's
null
20.365935
Urban
Basic
null
6
790
9
2021-02-17 15:21:39.209847
Good
Yes
Weekly
Apartment
526
29,226
61
Female
1,367
Married
0
High School
Self-Employed
9.03334
Rural
Comprehensive
null
18
814
7
2022-06-25 15:21:39.095696
Good
No
Weekly
Condo
309
29,227
25
Female
null
Married
null
Bachelor's
Unemployed
5.566014
Rural
Premium
null
4
726
7
2020-02-15 15:21:39.134960
Good
Yes
Monthly
Apartment
256
29,228
24
Male
92,497
Married
2
Bachelor's
Unemployed
29.151579
Rural
Basic
2
5
491
9
2021-12-25 15:21:39.230483
Poor
No
Rarely
Apartment
1,885
29,229
55
Female
58,747
Married
3
PhD
null
37.837393
Rural
Comprehensive
null
3
434
8
2021-02-17 15:21:39.237118
Average
No
Weekly
Apartment
1,180
29,230
47
Female
15,247
Single
3
High School
Employed
42.252694
Suburban
Premium
1
12
616
7
2022-02-16 15:21:39.230483
Poor
No
Monthly
Condo
130
29,231
57
Female
5,820
Married
3
PhD
null
27.08236
Rural
Comprehensive
3
12
493
5
2023-10-05 15:21:39.130190
Poor
Yes
Daily
Condo
2,518
29,232
32
Male
35,322
Divorced
3
PhD
Self-Employed
30.847305
Rural
Comprehensive
1
0
672
9
2020-04-25 15:21:39.080184
Average
Yes
Daily
House
1,721
29,233
62
Male
25,145
Married
4
Bachelor's
Employed
55.018747
Urban
Comprehensive
1
10
828
2
2023-08-11 15:21:39.196387
Good
Yes
Daily
Apartment
627
29,234
37
Female
3,972
Single
4
Bachelor's
null
43.242112
Rural
Comprehensive
null
16
754
8
2024-06-20 15:21:39.155231
Good
Yes
Daily
Apartment
3,162
29,235
18
Male
29,499
Single
3
PhD
Self-Employed
43.619976
Urban
Basic
0
6
358
8
2024-08-06 15:21:39.222387
Average
No
Monthly
Apartment
2,268
29,236
44
Male
142,873
Married
2
High School
Self-Employed
37.092555
Urban
Premium
0
8
313
1
2023-05-24 15:21:39.254678
Average
No
Rarely
Condo
49
29,237
50
Female
44,641
Married
0
High School
Self-Employed
19.079354
Rural
Comprehensive
null
4
548
9
2019-12-20 15:21:39.188220
Good
No
Monthly
Condo
1,042
29,238
20
Male
136,020
Married
4
PhD
Unemployed
51.583815
Suburban
Premium
0
13
488
3
2021-12-21 15:21:39.167099
Poor
No
Daily
Condo
3,524
29,239
33
Female
49,354
Single
null
PhD
Self-Employed
29.724483
Urban
Comprehensive
null
11
null
9
2024-06-08 15:21:39.184157
Good
No
Monthly
Apartment
133
29,240
23
Female
704
Divorced
3
Master's
Employed
46.895995
Rural
Comprehensive
2
8
602
7
2020-10-03 15:21:39.167099
Poor
No
Daily
Condo
1,543
29,241
20
Female
16,664
Single
0
Bachelor's
Unemployed
42.68256
Suburban
Premium
0
7
null
7
2021-12-12 15:21:39.205850
Poor
Yes
Daily
Apartment
2,458
29,242
37
Female
39,087
Single
2
PhD
Self-Employed
null
Urban
Comprehensive
0
18
597
5
2023-07-05 15:21:39.232526
Poor
Yes
Rarely
House
603
29,243
28
Male
324
Divorced
2
High School
Unemployed
37.607772
Urban
Comprehensive
1
5
394
6
2019-11-11 15:21:39.155231
Poor
No
Weekly
Condo
2,228
29,244
62
Female
18,051
Divorced
4
High School
Self-Employed
15.990555
Suburban
Comprehensive
1
9
653
1
2022-02-02 15:21:39.090124
Good
No
Rarely
Condo
1,072
29,245
33
Male
1,560
Married
0
PhD
null
29.945554
Urban
Basic
0
0
546
2
2024-02-23 15:21:39.134960
Poor
Yes
Weekly
Condo
379
29,246
18
Male
5,963
Single
2
Master's
null
29.737504
Rural
Basic
0
4
595
8
2021-12-23 15:21:39.133866
Poor
No
Rarely
Condo
2,114
29,247
35
Female
21,149
Single
2
Master's
null
14.058551
Rural
Comprehensive
null
17
370
2
2022-05-02 15:21:39.263607
Good
Yes
Daily
Apartment
582
29,248
58
Male
45,348
Married
0
Bachelor's
null
15.568923
Rural
Basic
null
15
null
5
2020-12-04 15:21:39.134960
Average
Yes
Daily
House
3,361
29,249
42
Female
381
Married
4
Bachelor's
null
15.177437
Suburban
Basic
null
2
659
8
2021-08-12 15:21:39.155231
Poor
Yes
Weekly
Condo
1,505
29,250
19
Female
38,983
Divorced
1
Bachelor's
Unemployed
47.317858
Urban
Comprehensive
1
5
554
9
2023-11-26 15:21:39.155231
Poor
No
Daily
Condo
740
29,251
55
Male
25,519
Single
2
Bachelor's
Unemployed
25.064255
Rural
Comprehensive
null
18
493
5
2023-11-12 15:21:39.155231
Average
No
Daily
Condo
565
29,252
52
Female
null
Married
1
PhD
Unemployed
51.734505
Suburban
Basic
0
9
552
8
2023-06-03 15:21:39.254678
Poor
No
Daily
Apartment
1,029
29,253
49
Female
26,228
Divorced
0
Master's
Self-Employed
12.487929
Rural
Basic
null
15
606
8
2023-06-01 15:21:39.263432
Good
Yes
Daily
Condo
731
29,254
49
Female
11,743
Single
3
Master's
null
28.744367
Rural
Basic
null
13
491
4
2021-02-12 15:21:39.155231
Poor
Yes
Rarely
Condo
1,062
29,255
30
Male
8,331
Single
4
Bachelor's
Self-Employed
16.713548
Suburban
Basic
2
11
463
1
2022-06-08 15:21:39.155231
Good
No
Weekly
House
571
29,256
25
Male
59,063
null
null
Master's
Unemployed
14.433912
Urban
Premium
0
11
345
9
2020-07-04 15:21:39.085129
Good
No
Monthly
Condo
1,809
29,257
29
Male
1,760
Divorced
0
PhD
Self-Employed
29.897526
Urban
Basic
null
16
397
7
2019-12-10 15:21:39.192212
Poor
No
Rarely
Apartment
749
29,258
37
Male
null
Married
2
High School
null
11.988788
Rural
Comprehensive
1
1
347
3
2021-08-01 15:21:39.261856
Good
No
Rarely
House
2,036
29,259
47
Female
6,034
Single
3
High School
Self-Employed
42.735159
Rural
Premium
0
7
561
4
2021-06-01 15:21:39.097737
Good
Yes
Daily
Condo
974
29,260
63
Male
27,358
Single
2
Bachelor's
Unemployed
10.002965
Rural
Premium
0
8
817
2
2022-06-01 15:21:39.168099
Poor
Yes
Monthly
House
29
29,261
25
Male
4,565
Married
3
High School
Self-Employed
27.187216
Urban
Comprehensive
null
9
462
2
2019-09-26 15:21:39.253660
Poor
No
Weekly
Apartment
3,858
29,262
27
Female
3,635
Divorced
4
High School
null
15.735406
Rural
Basic
1
0
485
4
2019-09-13 15:21:39.134960
Average
Yes
Rarely
House
1,836
29,263
24
Male
5,521
Single
2
Bachelor's
null
11.858777
Suburban
Basic
1
5
752
1
2020-11-09 15:21:39.079128
Good
No
Monthly
House
785
29,264
27
Female
34,347
Married
3
High School
null
39.037911
Urban
Comprehensive
0
17
755
7
2020-03-22 15:21:39.165120
Poor
No
Monthly
Condo
1,357
29,265
34
Male
1,079
Single
4
PhD
Unemployed
12.826386
Rural
Basic
0
18
373
1
2023-09-12 15:21:39.084065
Poor
No
Rarely
Apartment
805
29,266
59
Male
71,778
Married
1
High School
null
50.959693
Rural
Premium
1
14
401
2
2019-09-12 15:21:39.265513
Average
No
Rarely
Apartment
874
29,267
38
Male
16,050
Married
3
Master's
null
28.835494
Rural
Basic
1
7
360
9
2020-09-27 15:21:39.095696
null
No
Weekly
House
2,084
29,268
23
Female
1,608
Single
2
Master's
null
20.453589
Rural
Comprehensive
4
2
null
2
2020-02-01 15:21:39.223901
Poor
Yes
Weekly
House
1,105
29,269
39
Male
29,062
Married
4
PhD
Employed
8.08485
Rural
Basic
1
8
null
1
2022-01-31 15:21:39.209847
Poor
Yes
Monthly
House
647
29,270
54
Female
11,907
Married
0
Master's
Unemployed
8.245974
Suburban
Basic
null
10
673
8
2023-07-20 15:21:39.222387
null
No
Daily
House
2,903
29,271
56
Male
null
Single
3
PhD
Self-Employed
23.099814
Rural
Basic
null
1
431
6
2020-05-06 15:21:39.193945
Poor
Yes
Monthly
Apartment
1,616
29,272
51
Male
88,742
Divorced
1
PhD
Unemployed
46.072344
Urban
Comprehensive
1
1
798
6
2023-11-29 15:21:39.256696
Poor
Yes
Monthly
House
192
29,273
26
Male
34,925
Single
2
High School
Self-Employed
32.796726
Urban
Basic
0
2
813
3
2024-07-04 15:21:39.287115
Poor
Yes
Monthly
House
1,957
29,274
56
Female
26,897
Divorced
0
Master's
null
26.744015
Suburban
Premium
2
4
696
2
2022-11-02 15:21:39.155231
Poor
Yes
Weekly
House
591
29,275
59
Male
37,372
Single
1
Bachelor's
Employed
35.082502
Rural
Comprehensive
1
11
589
9
2023-11-16 15:21:39.180553
Good
No
Daily
Apartment
366
29,276
54
Female
29,467
Single
2
Master's
null
21.908228
Rural
Comprehensive
null
18
556
2
2019-10-13 15:21:39.149731
Poor
No
Weekly
Apartment
805
29,277
44
Female
85,867
null
4
PhD
Employed
28.48355
Urban
Comprehensive
3
4
804
9
2022-12-22 15:21:39.155231
Good
No
Daily
Apartment
740
29,278
47
Female
1,049
Divorced
2
Master's
Unemployed
5.502469
Urban
Basic
3
4
null
8
2022-03-14 15:21:39.085129
Poor
Yes
Weekly
House
641
29,279
19
Male
36,119
Married
4
PhD
null
7.442672
Rural
Premium
3
19
667
6
2022-02-27 15:21:39.134960
Good
Yes
Daily
House
2,520
29,280
53
Male
2,576
Married
2
PhD
Employed
15.087387
Suburban
Premium
null
19
487
6
2019-11-09 15:21:39.194829
Good
Yes
Weekly
Condo
2,418
29,281
37
Female
80,798
Single
3
Bachelor's
Unemployed
null
Rural
Comprehensive
null
12
479
1
2023-06-24 15:21:39.259788
Average
No
Rarely
Condo
782
29,282
19
Male
23,296
Married
3
Master's
Self-Employed
14.730424
Rural
Basic
null
10
727
8
2022-02-27 15:21:39.134960
Good
No
Daily
House
916
29,283
45
Male
13,718
Divorced
2
PhD
Self-Employed
11.993611
Urban
Comprehensive
2
2
483
9
2020-12-10 15:21:39.125660
Poor
No
Monthly
Condo
70
29,284
60
Female
3,873
Married
1
Bachelor's
Employed
36.953413
Suburban
Premium
0
8
736
4
2023-12-20 15:21:39.098696
Poor
No
Rarely
Condo
345
29,285
18
Male
64,915
Married
null
Bachelor's
Unemployed
null
Urban
Premium
2
12
486
3
2020-06-21 15:21:39.214388
Good
Yes
Monthly
House
493
29,286
61
Male
2,562
Married
2
Master's
Self-Employed
null
Rural
Basic
2
17
477
7
2019-12-17 15:21:39.206847
Poor
Yes
Rarely
House
890
29,287
39
Female
17,375
Single
null
Bachelor's
Self-Employed
30.919503
Suburban
Basic
null
12
null
1
2023-06-15 15:21:39.155231
Poor
Yes
Rarely
Condo
24
29,288
62
Male
12,077
Divorced
1
PhD
Employed
10.867235
Rural
Basic
null
11
682
2
2020-06-07 15:21:39.155231
Poor
No
Monthly
House
150
29,289
26
Male
6,903
Single
3
PhD
Employed
null
Suburban
Comprehensive
0
10
478
8
2021-11-30 15:21:39.237118
Average
No
Daily
House
556
29,290
50
Female
11,653
Married
1
PhD
Employed
25.052758
Suburban
Premium
null
15
505
9
2020-01-20 15:21:39.196387
Good
Yes
Rarely
House
799
29,291
46
Female
33,174
Divorced
0
Master's
Unemployed
45.124413
Suburban
Comprehensive
null
5
314
6
2022-10-27 15:21:39.109552
Average
Yes
Monthly
Condo
731
29,292
56
Male
17,163
Divorced
4
Bachelor's
Self-Employed
7.409045
Urban
Basic
null
0
328
8
2019-12-27 15:21:39.221386
Good
Yes
Daily
House
1,090
29,293
49
Male
3,725
Divorced
2
High School
Self-Employed
10.71719
Suburban
Premium
3
15
839
9
2020-04-14 15:21:39.237118
Average
Yes
Rarely
House
710
29,294
47
Male
1,398
Divorced
4
High School
Employed
null
Urban
Premium
null
2
459
3
2021-07-21 15:21:39.116179
Average
No
Rarely
Apartment
1,135
29,295
52
Female
30,680
Divorced
2
PhD
Employed
46.052434
Rural
Basic
null
6
346
8
2021-03-20 15:21:39.237118
Good
No
Rarely
House
498
29,296
25
Male
6,370
Divorced
2
Bachelor's
null
27.958025
Rural
Premium
1
5
null
2
2020-12-13 15:21:39.114118
Average
Yes
Weekly
Condo
2,904
29,297
28
Female
9,091
Divorced
0
Bachelor's
Unemployed
23.80291
Suburban
Basic
1
10
535
6
2020-05-25 15:21:39.082499
Poor
Yes
Monthly
Condo
446
29,298
57
Female
102,321
Divorced
0
Master's
null
22.036613
Urban
Comprehensive
null
1
347
5
2022-02-20 15:21:39.134960
Good
Yes
Monthly
House
1,632
29,299
58
Female
142,318
Single
null
Bachelor's
Unemployed
7.09192
Suburban
Basic
3
8
578
3
2020-08-09 15:21:39.190215
Good
No
Daily
House
2,474