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
1,187,200
23
Female
87,512
Single
0
High School
Employed
7.065406
Urban
Comprehensive
3
2
818
5
2021-08-17 15:21:39.283783
Average
Yes
Daily
Condo
2,060
1,187,201
51
Female
1,777
Divorced
1
PhD
null
45.294099
Suburban
Basic
3
11
null
3
2023-02-28 15:21:39.134960
Poor
No
Weekly
House
568
1,187,202
24
Female
23,981
Single
0
PhD
Self-Employed
14.805587
Rural
Basic
1
19
838
4
2019-08-24 15:21:39.116179
Good
No
Daily
Condo
3,027
1,187,203
63
Male
71,237
Divorced
4
PhD
Employed
16.137038
Suburban
Comprehensive
0
18
407
9
2020-04-13 15:21:39.093681
null
Yes
Weekly
House
1,762
1,187,204
19
Female
1,158
Divorced
3
High School
null
52.49274
Suburban
Comprehensive
null
18
528
5
2023-07-11 15:21:39.134960
Good
No
Daily
Condo
449
1,187,205
28
Female
25,791
Single
3
Master's
Self-Employed
26.443344
Rural
Basic
0
3
578
2
2022-03-11 15:21:39.237118
Average
Yes
Daily
Condo
726
1,187,206
35
Male
27,241
Divorced
0
Bachelor's
null
18.248051
Suburban
Premium
0
15
776
8
2022-02-05 15:21:39.151732
null
Yes
Weekly
House
488
1,187,207
22
Male
2,088
Divorced
4
Master's
Unemployed
14.907652
Suburban
Comprehensive
2
15
704
8
2022-07-15 15:21:39.261856
Poor
No
Monthly
Apartment
1,199
1,187,208
62
Female
39,148
Divorced
2
High School
null
20.272222
Rural
Premium
1
6
595
9
2023-08-08 15:21:39.106582
Good
No
Rarely
Apartment
428
1,187,209
45
Male
18,051
Single
2
Master's
null
null
Suburban
Basic
0
18
792
7
2022-04-16 15:21:39.134960
Average
No
Monthly
Apartment
826
1,187,210
61
Male
2,382
Married
null
Master's
Employed
34.265023
Rural
Comprehensive
2
10
785
1
2024-08-09 15:21:39.144722
Good
No
Rarely
Apartment
566
1,187,211
23
Male
57,964
Married
2
Bachelor's
null
null
Rural
Comprehensive
null
19
413
4
2024-06-22 15:21:39.134960
Average
Yes
Monthly
Apartment
476
1,187,212
18
Female
25,168
Divorced
4
Master's
Self-Employed
9.188862
Suburban
Premium
2
2
466
6
2024-03-05 15:21:39.146733
Good
No
Daily
House
533
1,187,213
38
Female
1,375
Single
1
Master's
Self-Employed
8.005948
Suburban
Basic
1
16
612
2
2022-07-02 15:21:39.237118
Poor
No
Monthly
Apartment
2,553
1,187,214
42
Female
5,857
null
1
PhD
null
23.879012
Urban
Premium
2
7
774
3
2021-03-12 15:21:39.282785
Average
No
Monthly
Condo
2,836
1,187,215
29
Male
17,069
Single
null
Master's
Employed
6.791009
Rural
Premium
1
1
598
4
2022-08-02 15:21:39.237118
Poor
Yes
Rarely
House
1,634
1,187,216
36
Male
16,666
Single
3
Bachelor's
Employed
31.012794
Suburban
Basic
1
11
499
1
2021-06-30 15:21:39.276901
null
No
Rarely
Condo
4,721
1,187,217
44
Female
3,078
Married
2
Bachelor's
null
37.298506
Rural
Premium
0
7
436
7
2024-04-09 15:21:39.286113
Average
No
Weekly
Apartment
559
1,187,218
32
Male
15,774
Divorced
0
PhD
null
37.848786
Suburban
Premium
null
18
512
9
2020-04-02 15:21:39.151732
Poor
Yes
Weekly
Condo
1,295
1,187,219
25
Male
2,473
Married
3
Bachelor's
Unemployed
24.983515
Urban
Premium
null
17
417
7
2021-07-14 15:21:39.233998
Average
No
Weekly
House
1,163
1,187,220
36
Male
8,898
Married
4
Bachelor's
null
7.751145
Rural
Premium
1
8
null
9
2020-05-26 15:21:39.090124
Poor
Yes
Rarely
Condo
1,115
1,187,221
40
Female
13,152
Divorced
1
High School
Self-Employed
37.993871
Rural
Comprehensive
null
9
656
3
2021-06-07 15:21:39.145732
Poor
No
Rarely
Condo
1,683
1,187,222
57
Male
17,672
Married
null
Bachelor's
Self-Employed
46.144909
Suburban
Basic
0
10
587
5
2021-07-12 15:21:39.237118
Poor
No
Monthly
House
1,739
1,187,223
45
Male
47,820
Married
1
Bachelor's
Employed
36.83461
Suburban
Comprehensive
3
5
734
9
2022-11-10 15:21:39.170099
null
No
Rarely
Apartment
468
1,187,224
18
Male
48,049
Divorced
3
Bachelor's
Self-Employed
5.049027
Urban
Premium
null
8
406
4
2021-11-10 15:21:39.237118
Poor
No
Monthly
Apartment
537
1,187,225
19
Male
3,978
Single
3
Master's
Unemployed
14.960909
Suburban
Basic
null
7
470
7
2020-03-09 15:21:39.154008
Average
Yes
Weekly
House
398
1,187,226
38
Female
623
Single
0
Master's
Employed
27.567726
Rural
Basic
1
4
554
6
2022-11-22 15:21:39.155231
Average
No
Rarely
Apartment
2,384
1,187,227
50
Male
52,810
Divorced
null
High School
Self-Employed
43.869815
Suburban
Basic
0
6
328
9
2019-10-15 15:21:39.237118
Poor
Yes
Rarely
Condo
1,325
1,187,228
62
Male
25,349
Divorced
0
Master's
null
42.617799
Rural
Basic
null
4
604
7
2020-11-27 15:21:39.214388
Poor
No
Weekly
Apartment
1,436
1,187,229
21
Male
11,276
Divorced
1
PhD
null
35.249578
Suburban
Premium
0
13
432
4
2021-12-08 15:21:39.152732
Average
No
Monthly
House
513
1,187,230
45
Male
20,023
Single
null
PhD
null
43.558842
Suburban
Comprehensive
0
13
677
1
2020-05-09 15:21:39.085129
Good
Yes
Weekly
Condo
604
1,187,231
29
Male
1,564
Married
null
PhD
Unemployed
13.61926
Urban
Premium
null
5
null
9
2023-06-27 15:21:39.173834
Good
Yes
Weekly
Condo
2,274
1,187,232
37
Female
27,894
Married
4
High School
Self-Employed
13.121466
Urban
Comprehensive
0
10
538
7
2023-06-17 15:21:39.204790
Poor
Yes
Daily
House
710
1,187,233
48
Male
1,579
Married
2
High School
null
14.472211
Suburban
Basic
null
2
766
9
2024-05-17 15:21:39.145732
Average
No
Monthly
House
1,879
1,187,234
31
Female
7,093
Divorced
1
PhD
Unemployed
12.938159
Rural
Basic
1
18
640
1
2020-01-07 15:21:39.237118
Poor
No
Monthly
Condo
665
1,187,235
61
Female
7,086
Single
null
Master's
null
30.794171
Suburban
Comprehensive
null
17
575
9
2021-09-24 15:21:39.172097
Good
Yes
Daily
Apartment
2,320
1,187,236
20
Female
21,753
Married
0
PhD
Self-Employed
7.798315
Rural
Comprehensive
null
6
389
1
2020-09-25 15:21:39.218388
Poor
No
Rarely
Apartment
586
1,187,237
57
Female
5,816
Married
null
PhD
Self-Employed
51.181326
Suburban
Premium
1
16
null
3
2021-01-25 15:21:39.149731
Good
Yes
Monthly
Apartment
478
1,187,238
46
Male
12,100
Married
0
Master's
Unemployed
17.97946
Rural
Comprehensive
0
16
825
9
2023-11-20 15:21:39.147735
Good
No
Daily
House
1,234
1,187,239
51
Female
13,839
Married
0
High School
null
29.382697
Suburban
Comprehensive
0
0
714
2
2020-07-05 15:21:39.217387
Poor
No
Rarely
House
799
1,187,240
22
Female
48,204
Divorced
null
High School
Unemployed
28.204261
Rural
Comprehensive
null
15
664
2
2021-01-25 15:21:39.096739
Good
No
Rarely
Condo
110
1,187,241
59
Female
50,981
Divorced
4
Bachelor's
null
38.487946
Suburban
Premium
2
11
731
8
2022-07-25 15:21:39.237118
Poor
No
Rarely
Apartment
2,295
1,187,242
18
Female
17,096
Divorced
4
PhD
Employed
28.293611
Suburban
Premium
4
16
482
2
2023-06-18 15:21:39.079128
Poor
No
Weekly
Apartment
784
1,187,243
58
Male
23,887
Married
0
PhD
null
31.361639
Suburban
Premium
1
12
803
7
2020-01-30 15:21:39.092127
Poor
Yes
Rarely
Condo
3,047
1,187,244
49
Male
85,541
Married
1
Bachelor's
Employed
18.363501
Urban
Comprehensive
1
7
783
8
2021-06-29 15:21:39.190215
Average
No
Rarely
Condo
4,569
1,187,245
29
Male
2,935
Divorced
2
Master's
Employed
26.98685
Suburban
Basic
null
18
506
2
2023-05-23 15:21:39.080440
Average
Yes
Weekly
Condo
3,487
1,187,246
55
Female
51,144
Married
2
Bachelor's
Unemployed
11.735471
Rural
Comprehensive
null
5
301
7
2023-08-30 15:21:39.289099
Average
No
Daily
Apartment
1,103
1,187,247
41
Male
39,051
Married
1
Master's
Employed
11.664871
Suburban
Premium
null
1
513
5
2021-07-24 15:21:39.124659
Average
Yes
Weekly
House
1,619
1,187,248
51
Female
20,983
Single
2
PhD
Employed
3.895428
Urban
Comprehensive
null
10
624
7
2024-07-29 15:21:39.237118
Poor
No
Weekly
Apartment
922
1,187,249
25
Male
25,168
Divorced
2
Master's
null
42.784986
Rural
Basic
0
17
695
9
2023-12-24 15:21:39.176717
Average
No
Rarely
Condo
795
1,187,250
23
Female
39,746
Single
2
Master's
null
45.887007
Suburban
Comprehensive
1
6
674
1
2020-05-04 15:21:39.152732
Good
Yes
Daily
Apartment
3,045
1,187,251
36
Male
44,260
Divorced
0
Bachelor's
Unemployed
15.319834
Urban
Comprehensive
0
19
515
7
2024-06-08 15:21:39.261856
Good
Yes
Rarely
Apartment
318
1,187,252
41
Male
10,144
Divorced
3
High School
null
16.241499
Suburban
Basic
1
19
585
4
2022-10-20 15:21:39.134960
Poor
Yes
Rarely
Condo
130
1,187,253
36
Female
22,242
Divorced
1
High School
Unemployed
36.265792
Rural
Premium
1
3
769
6
2020-11-29 15:21:39.231531
Average
Yes
Monthly
Condo
21
1,187,254
29
Male
146,576
Single
0
PhD
null
29.239566
Suburban
Comprehensive
null
11
536
8
2019-08-31 15:21:39.134960
Average
No
Rarely
House
2,512
1,187,255
35
Male
null
Divorced
0
Master's
null
12.00281
Rural
Premium
2
10
510
2
2020-09-09 15:21:39.247098
Average
Yes
Daily
Apartment
137
1,187,256
37
Female
62,853
Single
4
PhD
Self-Employed
51.156069
Suburban
Comprehensive
2
11
354
5
2022-11-12 15:21:39.181605
Average
Yes
Rarely
Apartment
476
1,187,257
39
Female
7,363
Single
0
Bachelor's
Employed
19.579765
Urban
Comprehensive
0
9
506
7
2020-06-14 15:21:39.090124
Good
No
Rarely
House
678
1,187,258
29
Male
4,470
Divorced
null
Master's
null
40.895564
Urban
Comprehensive
2
16
752
8
2023-03-05 15:21:39.187211
Poor
Yes
Weekly
Apartment
1,264
1,187,259
47
Male
49,320
Divorced
0
Master's
Self-Employed
41.906223
Urban
Basic
1
2
782
8
2023-05-12 15:21:39.223390
Poor
No
Weekly
Apartment
263
1,187,260
59
Male
2,232
Married
null
Bachelor's
null
null
Suburban
Basic
null
10
829
1
2020-04-20 15:21:39.276901
Good
Yes
Monthly
House
799
1,187,261
20
Female
20,983
Single
3
High School
Employed
4.828241
Urban
Basic
null
7
630
1
2022-08-24 15:21:39.207847
Poor
No
Daily
Condo
2,080
1,187,262
34
Male
3,277
Single
3
Bachelor's
null
30.122826
Urban
Comprehensive
3
18
703
6
2023-12-21 15:21:39.101733
Good
Yes
Rarely
Apartment
1,879
1,187,263
47
Female
678
Married
1
High School
Employed
9.140046
Rural
Premium
2
2
639
1
2024-06-27 15:21:39.256696
Average
Yes
Weekly
House
761
1,187,264
42
Male
14,894
Single
2
Bachelor's
null
17.264864
Rural
Comprehensive
0
2
null
7
2019-11-30 15:21:39.134960
Good
Yes
Weekly
House
353
1,187,265
22
Male
74,144
Single
1
Bachelor's
Employed
21.122457
Rural
Basic
null
12
426
5
2021-07-09 15:21:39.184157
Poor
No
Rarely
House
1,721
1,187,266
22
Male
8,573
Married
0
Bachelor's
null
19.591325
Urban
Comprehensive
3
0
847
9
2023-04-04 15:21:39.179186
Average
Yes
Weekly
Apartment
2,772
1,187,267
27
Female
28,198
Divorced
1
Bachelor's
Unemployed
27.661875
Suburban
Premium
0
9
844
8
2022-08-03 15:21:39.092127
Good
Yes
Monthly
Condo
1,344
1,187,268
53
Male
18,716
Married
0
High School
null
30.602796
Suburban
Basic
null
2
311
5
2023-10-23 15:21:39.217387
Good
Yes
Daily
Apartment
1,485
1,187,269
57
Male
134,873
Divorced
2
Bachelor's
Self-Employed
35.692475
Urban
Premium
2
9
null
6
2024-04-20 15:21:39.124659
Average
Yes
Weekly
Condo
35
1,187,270
24
Female
16,377
Single
0
PhD
Employed
44.822901
Urban
Comprehensive
2
15
703
1
2020-07-12 15:21:39.079128
Poor
Yes
Weekly
Condo
1,077
1,187,271
51
Male
6,769
Divorced
4
Master's
Self-Employed
38.415814
Urban
Basic
null
18
445
2
2020-04-13 15:21:39.244069
Good
Yes
Rarely
Apartment
508
1,187,272
32
Male
3,872
Divorced
null
Bachelor's
null
42.452875
Rural
Basic
0
19
449
7
2023-05-02 15:21:39.237118
Average
Yes
Rarely
Apartment
1,622
1,187,273
36
Female
63,958
Divorced
0
Bachelor's
Unemployed
25.569735
Rural
Premium
0
19
576
5
2023-05-24 15:21:39.134960
Average
No
Daily
Apartment
143
1,187,274
26
Female
12,983
Divorced
null
Master's
Employed
41.993376
Rural
Basic
0
17
634
5
2019-10-01 15:21:39.280784
Poor
Yes
Daily
Condo
628
1,187,275
35
Female
939
Divorced
3
PhD
Employed
37.85748
Rural
Basic
null
9
473
1
2021-02-28 15:21:39.132191
Good
Yes
Rarely
Apartment
863
1,187,276
49
Female
1,334
Divorced
3
Bachelor's
null
42.099782
Urban
Basic
1
17
731
7
2022-02-02 15:21:39.133866
Poor
No
Weekly
Condo
2,175
1,187,277
32
Male
25,214
Married
2
High School
null
46.857275
Suburban
Basic
0
2
636
8
2022-07-06 15:21:39.146733
Average
No
Monthly
Apartment
23
1,187,278
54
Female
29,173
Single
1
Master's
Self-Employed
11.183367
Urban
Premium
null
2
326
6
2022-12-23 15:21:39.237118
Good
No
Rarely
Condo
3,710
1,187,279
34
Male
14,077
Single
2
PhD
Employed
11.785945
Urban
Premium
null
0
671
9
2021-02-18 15:21:39.259788
Poor
No
Rarely
Condo
2,670
1,187,280
58
Female
29,097
Divorced
0
Master's
Employed
14.484933
Rural
Comprehensive
1
10
585
2
2022-02-20 15:21:39.155231
Average
Yes
Daily
House
446
1,187,281
37
Male
83,549
Single
0
High School
Unemployed
23.182436
Urban
Comprehensive
null
11
494
6
2023-09-18 15:21:39.235012
Poor
No
Weekly
Apartment
3,095
1,187,282
37
Male
7,974
Divorced
0
PhD
Employed
24.167547
Rural
Comprehensive
2
15
493
8
2022-03-23 15:21:39.132191
Good
No
Rarely
Condo
755
1,187,283
21
Male
18,307
Married
1
High School
Employed
44.246697
Rural
Premium
0
16
661
9
2023-06-23 15:21:39.120168
Average
No
Weekly
Apartment
1,420
1,187,284
33
Female
15,258
Divorced
1
Bachelor's
Employed
8.865632
Urban
Comprehensive
0
19
683
9
2020-02-26 15:21:39.251142
Good
No
Rarely
Condo
848
1,187,285
43
Male
null
Married
4
Master's
null
23.79552
Rural
Premium
2
9
434
9
2020-10-10 15:21:39.223901
Average
Yes
Daily
Apartment
50
1,187,286
23
Female
32,920
Divorced
3
Master's
null
35.507787
Rural
Comprehensive
null
2
null
7
2022-06-29 15:21:39.216387
Good
No
Rarely
Condo
1,256
1,187,287
27
Female
61,709
Single
0
High School
Unemployed
27.98597
Rural
Premium
1
8
478
4
2021-12-13 15:21:39.237118
null
No
Daily
House
1,363
1,187,288
61
Female
null
Divorced
1
Bachelor's
Employed
7.065701
Urban
Basic
3
17
731
7
2023-03-20 15:21:39.274993
Good
No
Weekly
House
2,430
1,187,289
40
Male
136,545
Divorced
null
Master's
Self-Employed
null
Suburban
Comprehensive
null
15
397
6
2021-12-14 15:21:39.246098
Poor
No
Daily
Apartment
870
1,187,290
46
Male
15,954
Divorced
0
High School
Employed
9.914293
Suburban
Basic
1
14
839
8
2021-09-24 15:21:39.283783
Average
Yes
Monthly
Condo
1,090
1,187,291
48
Male
2,486
Married
3
Master's
Employed
25.087809
Urban
Comprehensive
null
8
438
1
2023-04-09 15:21:39.237118
Good
Yes
Daily
Apartment
772
1,187,292
63
Female
52,477
Single
3
PhD
Unemployed
16.727571
Urban
Premium
null
17
606
9
2021-11-21 15:21:39.192212
Good
Yes
Daily
Apartment
290
1,187,293
19
Female
69,984
Married
2
High School
Unemployed
14.812058
Suburban
Premium
2
8
677
2
2022-09-02 15:21:39.086123
Poor
No
Monthly
Condo
1,871
1,187,294
46
Male
54,568
Divorced
2
PhD
Unemployed
26.54871
Rural
Comprehensive
2
19
621
3
2021-05-27 15:21:39.259788
Poor
Yes
Rarely
House
2,573
1,187,295
60
Male
54,934
Single
0
Bachelor's
Employed
18.9672
Rural
Comprehensive
3
15
433
1
2020-10-21 15:21:39.148733
Good
Yes
Daily
Condo
3,349
1,187,296
22
Male
1,408
Married
0
Bachelor's
null
15.630848
Urban
Basic
2
4
null
1
2022-06-21 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,557
1,187,297
29
Female
96,527
Married
4
High School
Self-Employed
18.6479
Rural
Comprehensive
null
5
419
6
2020-09-27 15:21:39.098696
Good
No
Weekly
House
1,005
1,187,298
36
Female
43,955
Single
4
Bachelor's
Unemployed
19.578834
Rural
Premium
0
3
677
8
2022-01-02 15:21:39.221386
Average
Yes
Monthly
Apartment
413
1,187,299
52
Male
32,239
Divorced
3
PhD
Unemployed
18.377568
Urban
Premium
null
5
326
8
2022-08-23 15:21:39.102694
Average
No
Weekly
House
1,875