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
24,200
53
Male
40,485
Single
3
Master's
Employed
35.849229
Urban
Comprehensive
0
13
706
8
2024-01-08 15:21:39.211806
Good
Yes
Daily
House
1,602
24,201
31
Female
7,897
Divorced
null
PhD
Unemployed
null
Urban
Comprehensive
null
3
786
7
2020-08-07 15:21:39.155231
Good
No
Monthly
Apartment
1,593
24,202
38
Female
45,901
Divorced
3
Bachelor's
null
46.527014
Rural
Premium
null
17
673
4
2022-03-23 15:21:39.151732
Poor
Yes
Rarely
House
926
24,203
42
Male
38,662
Married
0
PhD
null
41.92718
Rural
Premium
1
14
381
8
2020-12-29 15:21:39.126661
Average
No
Weekly
House
3,323
24,204
50
Female
30,984
Single
2
High School
Self-Employed
41.77382
Suburban
Comprehensive
2
2
810
6
2024-08-07 15:21:39.261856
Poor
No
Weekly
Apartment
115
24,205
39
Female
28,574
Single
2
Bachelor's
null
37.006519
Rural
Basic
0
17
658
9
2022-09-22 15:21:39.134960
Average
Yes
Monthly
House
1,745
24,206
34
Male
7,848
Married
0
Master's
null
23.913758
Suburban
Basic
null
18
673
6
2023-10-30 15:21:39.237118
Good
Yes
Rarely
Apartment
548
24,207
33
Female
1,355
Divorced
0
High School
Employed
7.681522
Urban
Basic
null
6
813
8
2023-03-14 15:21:39.126661
Poor
No
Monthly
Condo
180
24,208
35
Female
6,712
Divorced
3
High School
Unemployed
16.685078
Urban
Basic
1
5
404
2
2023-10-31 15:21:39.123711
Good
Yes
Daily
Apartment
2,474
24,209
40
Male
12,617
Single
3
Master's
Employed
30.24292
Urban
Premium
null
17
518
9
2019-08-30 15:21:39.130190
Good
No
Monthly
Apartment
513
24,210
63
Male
825
Single
null
Master's
Unemployed
11.270773
Suburban
Premium
1
10
464
3
2021-11-17 15:21:39.224915
Good
No
Daily
Apartment
250
24,211
36
Female
31,143
Single
null
Master's
null
8.827057
Rural
Comprehensive
1
10
725
6
2020-09-24 15:21:39.175719
Good
Yes
Daily
House
659
24,212
31
Male
2,428
Married
1
Bachelor's
Unemployed
29.879225
Rural
Comprehensive
1
4
629
5
2022-12-23 15:21:39.250151
Poor
No
Weekly
Apartment
243
24,213
43
Female
46,101
Married
0
Master's
Self-Employed
33.726315
Suburban
Premium
null
6
685
4
2019-11-04 15:21:39.155231
Good
Yes
Rarely
Condo
4,293
24,214
32
Female
66,487
Divorced
1
PhD
Self-Employed
null
Rural
Premium
1
13
845
8
2020-03-24 15:21:39.229482
Poor
No
Monthly
Condo
2,104
24,215
36
Male
149,600
Married
1
High School
Unemployed
36.333414
Rural
Premium
2
0
582
4
2021-06-23 15:21:39.089116
Poor
No
Rarely
Condo
381
24,216
33
Female
29,365
Divorced
0
PhD
Unemployed
36.944885
Suburban
Premium
1
12
763
6
2020-12-18 15:21:39.180553
Poor
Yes
Monthly
Apartment
28
24,217
61
Male
5,837
Married
0
PhD
Unemployed
33.584773
Suburban
Premium
2
18
655
7
2021-04-13 15:21:39.155231
Good
Yes
Rarely
Condo
3,573
24,218
50
Male
45,969
Divorced
2
High School
Unemployed
16.816785
Suburban
Comprehensive
null
19
null
2
2021-07-09 15:21:39.148733
Good
No
Monthly
Condo
473
24,219
36
Male
15,797
Divorced
1
Bachelor's
null
32.67005
Rural
Premium
1
15
409
3
2019-11-11 15:21:39.244069
Good
No
Daily
Apartment
554
24,220
23
Female
33,294
Married
3
High School
Self-Employed
37.930927
Rural
Premium
null
1
459
5
2020-08-13 15:21:39.171102
null
Yes
Rarely
Condo
393
24,221
29
Male
19,303
Married
2
Bachelor's
Unemployed
20.745712
Rural
Comprehensive
1
13
349
5
2020-11-09 15:21:39.283783
Poor
Yes
Weekly
House
1,240
24,222
19
Male
45,626
Married
4
High School
null
37.791172
Suburban
Premium
null
1
544
7
2022-05-31 15:21:39.082499
Average
Yes
Monthly
House
643
24,223
55
Female
14,125
Married
null
High School
Employed
21.478503
Suburban
Comprehensive
3
1
456
8
2020-07-29 15:21:39.269494
Poor
No
Daily
House
25
24,224
59
Female
38,343
Divorced
0
PhD
Unemployed
25.568426
Rural
Comprehensive
1
2
588
5
2022-12-17 15:21:39.095696
Good
No
Monthly
Condo
477
24,225
29
Female
43,669
Divorced
4
PhD
null
36.186833
Urban
Premium
2
18
689
4
2020-05-12 15:21:39.098696
null
No
Rarely
House
870
24,226
34
Male
1,349
Married
3
Master's
Employed
23.591145
Suburban
Comprehensive
2
6
null
1
2022-05-13 15:21:39.276901
Average
Yes
Daily
Apartment
515
24,227
38
Female
3,908
Married
4
Bachelor's
Self-Employed
21.484207
Rural
Premium
1
10
500
4
2022-05-04 15:21:39.172097
Average
No
Monthly
Condo
2,538
24,228
47
Male
53,575
Single
4
PhD
Employed
19.175512
Rural
Basic
1
17
null
2
2020-11-27 15:21:39.100695
Poor
Yes
Rarely
House
130
24,229
34
Female
65,965
Single
null
High School
Self-Employed
15.164424
Rural
Comprehensive
null
4
507
6
2022-01-11 15:21:39.144722
Average
Yes
Daily
House
166
24,230
31
Female
6,943
Divorced
3
Master's
Employed
30.912223
Rural
Premium
null
17
746
1
2023-06-20 15:21:39.290098
Average
Yes
Weekly
Condo
708
24,231
56
Female
8,090
Married
0
Bachelor's
Self-Employed
22.388301
Suburban
Comprehensive
1
14
523
5
2021-10-25 15:21:39.237118
Average
Yes
Rarely
House
1,240
24,232
47
Male
29,069
Single
2
High School
null
9.992807
Urban
Basic
1
2
null
1
2022-03-22 15:21:39.254678
Good
No
Rarely
House
2,128
24,233
62
Male
2,210
Married
0
High School
null
23.084608
Urban
Premium
null
19
844
8
2022-12-06 15:21:39.219432
null
No
Daily
Apartment
590
24,234
24
Female
6,913
Divorced
2
Master's
null
24.059381
Urban
Comprehensive
0
14
null
3
2022-08-19 15:21:39.256696
null
Yes
Daily
Condo
906
24,235
23
Female
null
Married
1
Bachelor's
null
38.879652
Rural
Premium
null
17
370
4
2022-11-11 15:21:39.211806
Good
No
Daily
House
855
24,236
31
Female
14,061
Married
3
Bachelor's
Self-Employed
27.828245
Urban
Premium
1
14
390
3
2024-03-28 15:21:39.252145
Poor
No
Rarely
House
1,714
24,237
57
Female
7,936
Married
0
PhD
Unemployed
30.794846
Suburban
Basic
null
15
null
4
2021-01-09 15:21:39.219432
Average
No
Weekly
Condo
498
24,238
51
Male
27,755
Married
3
Master's
Employed
9.999081
Urban
Basic
null
8
695
4
2024-05-09 15:21:39.134960
Good
No
Rarely
Apartment
2,748
24,239
26
Male
29,892
Married
4
PhD
Self-Employed
38.015524
Suburban
Premium
null
0
602
9
2024-05-13 15:21:39.171102
Average
No
Weekly
House
1,799
24,240
39
Male
18,671
Married
3
High School
Self-Employed
26.037001
Urban
Basic
null
11
408
1
2021-11-24 15:21:39.172097
Good
No
Daily
House
2,567
24,241
21
Male
124,206
Single
4
PhD
Unemployed
5.658424
Urban
Premium
2
0
331
9
2020-04-11 15:21:39.094752
Good
No
Monthly
House
1,072
24,242
21
Female
39,077
Divorced
2
High School
Unemployed
null
Urban
Comprehensive
null
3
566
3
2023-02-16 15:21:39.237118
Poor
Yes
Monthly
House
673
24,243
32
Female
45,904
Divorced
0
Master's
Self-Employed
23.886798
Rural
Premium
null
16
762
8
2019-08-25 15:21:39.265513
Poor
Yes
Weekly
House
616
24,244
22
Female
123,099
Married
4
Bachelor's
Employed
43.218438
Suburban
Premium
2
18
370
3
2021-01-11 15:21:39.101733
Poor
Yes
Daily
House
1,399
24,245
23
Female
131,783
Single
1
PhD
null
31.155833
Rural
Basic
3
13
652
9
2023-04-23 15:21:39.091080
Good
No
Weekly
Condo
20
24,246
48
Male
9,051
Married
4
High School
Employed
27.172676
Suburban
Comprehensive
null
8
543
4
2022-12-26 15:21:39.285112
Good
No
Rarely
House
775
24,247
27
Male
638
Single
4
High School
Employed
11.943243
Suburban
Comprehensive
1
7
null
4
2022-08-23 15:21:39.146733
null
Yes
Daily
House
806
24,248
38
Female
26,690
Married
null
Master's
null
23.794725
Urban
Premium
0
2
473
3
2023-12-28 15:21:39.229482
Good
Yes
Rarely
Apartment
821
24,249
31
Male
69,622
null
2
Bachelor's
null
34.484482
Rural
Basic
null
2
310
5
2020-12-23 15:21:39.231531
Poor
Yes
Weekly
House
1,032
24,250
58
Male
5,829
Single
3
PhD
Unemployed
5.779934
Urban
Basic
null
12
405
3
2024-06-12 15:21:39.145732
Poor
Yes
Monthly
House
536
24,251
61
Female
6,395
Divorced
null
Bachelor's
null
44.065503
Rural
Comprehensive
1
8
null
1
2020-08-27 15:21:39.281787
Good
No
Daily
Apartment
281
24,252
40
Male
516
Married
3
Master's
Unemployed
null
Suburban
Premium
null
16
null
1
2022-10-18 15:21:39.205850
Poor
Yes
Weekly
Apartment
1,233
24,253
22
Female
4,845
Married
2
PhD
null
7.056754
Suburban
Basic
null
13
493
2
2020-05-16 15:21:39.274993
Poor
No
Monthly
House
1,124
24,254
57
Female
116,099
Single
3
Bachelor's
Employed
39.437639
Suburban
Comprehensive
4
13
467
3
2023-10-17 15:21:39.237118
Average
Yes
Daily
Condo
988
24,255
42
Male
14,265
Married
0
Bachelor's
Employed
38.322967
Urban
Premium
0
18
null
3
2021-04-09 15:21:39.126661
Average
Yes
Weekly
Apartment
715
24,256
54
Male
6,584
Single
3
High School
Unemployed
31.092518
Suburban
Basic
2
5
510
6
2024-01-21 15:21:39.237118
Poor
No
Rarely
Condo
713
24,257
43
Female
73,056
Married
3
Master's
Employed
22.121219
Suburban
Comprehensive
0
0
379
8
2022-04-09 15:21:39.170099
Poor
No
Daily
Apartment
1,340
24,258
63
Male
29,467
Single
3
Master's
Unemployed
19.058846
Rural
Comprehensive
0
5
null
9
2024-04-22 15:21:39.171102
Average
Yes
Weekly
Condo
2,686
24,259
60
Male
117,905
Single
4
PhD
null
10.751417
Rural
Basic
2
14
391
7
2024-03-06 15:21:39.148733
Good
Yes
Daily
Condo
2,248
24,260
27
Female
68,673
Married
4
PhD
Employed
15.738591
Rural
Basic
0
4
397
5
2024-01-31 15:21:39.104139
Good
Yes
Rarely
Condo
2,234
24,261
53
Female
8,063
Divorced
null
High School
Self-Employed
null
Rural
Comprehensive
null
16
427
3
2023-12-01 15:21:39.237118
Average
Yes
Daily
Apartment
992
24,262
21
Female
24,355
Single
1
High School
Unemployed
12.064134
Rural
Basic
null
13
546
8
2023-08-29 15:21:39.186212
Good
Yes
Monthly
Apartment
1,205
24,263
18
Female
91,691
Divorced
1
High School
Unemployed
21.447539
Suburban
Basic
null
16
382
7
2023-10-06 15:21:39.116179
Average
No
Weekly
Condo
1,217
24,264
40
Male
139,532
Divorced
2
High School
null
20.836544
Urban
Comprehensive
null
4
507
8
2019-11-30 15:21:39.097737
Poor
Yes
Weekly
Apartment
2,210
24,265
40
Female
3,754
Single
3
Bachelor's
null
41.156412
Suburban
Comprehensive
3
1
790
9
2022-03-17 15:21:39.090124
Good
Yes
Rarely
House
767
24,266
54
Female
15,139
Single
2
High School
Unemployed
31.598538
Suburban
Premium
1
19
697
5
2023-06-12 15:21:39.237118
Average
Yes
Daily
House
1,224
24,267
null
Female
40,491
Single
4
Bachelor's
null
13.865378
Rural
Premium
null
17
716
5
2022-04-23 15:21:39.196387
Good
Yes
Weekly
Condo
567
24,268
41
Female
6,850
Divorced
2
Bachelor's
Employed
4.589995
Rural
Basic
1
12
779
4
2020-11-05 15:21:39.106582
Poor
Yes
Daily
Apartment
1,145
24,269
40
Male
null
Married
0
PhD
null
24.43764
Urban
Premium
2
8
370
8
2023-11-09 15:21:39.155231
Good
Yes
Daily
House
2,837
24,270
24
Male
68,358
Divorced
2
Bachelor's
null
26.384315
Suburban
Premium
0
18
330
5
2024-03-05 15:21:39.191219
Good
No
Rarely
House
1,418
24,271
30
Female
51,153
Divorced
4
High School
Employed
45.572698
Rural
Premium
null
15
314
7
2020-08-09 15:21:39.134960
Average
Yes
Daily
Condo
979
24,272
39
Male
62,421
Married
4
Bachelor's
Employed
null
Rural
Comprehensive
0
10
833
8
2021-10-25 15:21:39.246098
Poor
No
Daily
House
35
24,273
63
Female
18,227
Single
3
High School
Employed
33.569092
Urban
Premium
null
6
468
1
2022-05-02 15:21:39.126661
Poor
Yes
Daily
Condo
1,845
24,274
24
Female
5,694
Divorced
3
PhD
Unemployed
31.146831
Suburban
Comprehensive
2
8
332
5
2021-05-03 15:21:39.155231
Good
No
Monthly
Condo
559
24,275
46
Female
5,253
Single
0
Bachelor's
Self-Employed
35.845763
Urban
Basic
1
5
362
4
2022-09-04 15:21:39.237118
Good
No
Daily
Apartment
565
24,276
34
Female
30,280
Married
2
Bachelor's
Unemployed
27.185312
Urban
Comprehensive
1
8
839
8
2020-03-05 15:21:39.134960
Good
No
Rarely
Apartment
25
24,277
38
Female
50,288
Married
0
PhD
Employed
16.0691
Suburban
Comprehensive
1
12
703
9
2024-03-02 15:21:39.259788
null
No
Monthly
Condo
289
24,278
38
Male
30,984
Single
2
Master's
null
25.369764
Suburban
Comprehensive
null
4
null
7
2024-02-27 15:21:39.092127
Good
Yes
Monthly
Apartment
413
24,279
46
Male
90,881
Single
2
Bachelor's
Employed
38.530902
Rural
Premium
1
15
null
1
2022-12-24 15:21:39.134960
Good
No
Rarely
House
66
24,280
20
Female
23,591
Divorced
2
PhD
Employed
28.91265
Urban
Premium
null
2
680
1
2021-07-17 15:21:39.134960
Average
Yes
Monthly
Condo
1,621
24,281
45
Male
3,911
Married
4
Bachelor's
Self-Employed
13.954429
Suburban
Premium
1
13
null
2
2023-02-07 15:21:39.155231
Good
No
Weekly
Apartment
3,787
24,282
63
Male
2,393
Single
null
Bachelor's
Self-Employed
7.069796
Urban
Basic
2
4
null
7
2019-11-10 15:21:39.090124
Poor
No
Daily
Apartment
1,054
24,283
null
Male
678
Divorced
1
High School
Unemployed
20.313412
Suburban
Comprehensive
0
13
673
5
2024-03-26 15:21:39.191219
Poor
Yes
Rarely
Apartment
2,271
24,284
61
Male
18,368
Divorced
null
Master's
null
14.672643
Rural
Basic
0
0
727
6
2021-10-26 15:21:39.186212
Poor
Yes
Weekly
Apartment
1,375
24,285
51
Female
7,715
Married
3
PhD
null
18.520107
Suburban
Basic
null
12
755
7
2022-10-23 15:21:39.237118
Average
Yes
Rarely
Condo
1,124
24,286
58
Male
4,940
Married
null
Bachelor's
Unemployed
28.385513
Suburban
Basic
2
4
null
4
2019-10-29 15:21:39.152732
Good
Yes
Daily
Apartment
1,484
24,287
21
Male
null
Single
0
Bachelor's
Self-Employed
24.672989
Rural
Comprehensive
null
16
365
8
2022-05-24 15:21:39.082499
Poor
Yes
Rarely
Apartment
635
24,288
60
Female
58,856
Married
1
Bachelor's
Self-Employed
28.727724
Urban
Premium
1
2
667
6
2023-12-03 15:21:39.134960
Poor
No
Monthly
Condo
393
24,289
30
Female
49,124
Single
4
High School
Unemployed
19.927241
Rural
Premium
null
17
403
8
2023-06-29 15:21:39.256696
Good
No
Monthly
Apartment
105
24,290
59
Male
2,909
Married
1
Master's
null
42.844289
Urban
Basic
2
18
554
9
2022-05-27 15:21:39.121169
Poor
No
Daily
House
668
24,291
48
Male
3,697
Married
0
Bachelor's
Self-Employed
25.555845
Rural
Basic
0
6
775
4
2020-03-19 15:21:39.174719
Good
Yes
Monthly
House
355
24,292
43
Female
84,904
Married
0
Bachelor's
Employed
45.878685
Urban
Premium
null
13
468
1
2023-10-29 15:21:39.235012
null
No
Daily
House
790
24,293
34
Female
39,056
Married
0
Master's
Self-Employed
21.564477
Suburban
Comprehensive
null
16
null
4
2021-06-07 15:21:39.207847
Good
No
Rarely
House
1,816
24,294
51
Male
20,862
Married
2
High School
null
null
Urban
Basic
2
17
842
3
2020-12-23 15:21:39.180553
Poor
Yes
Monthly
Condo
1,709
24,295
34
Female
907
Married
0
Bachelor's
Self-Employed
24.280027
Rural
Basic
0
13
414
9
2023-05-10 15:21:39.155231
Average
Yes
Rarely
House
568
24,296
45
Female
28,112
Single
0
PhD
Unemployed
32.867834
Urban
Comprehensive
1
8
591
3
2022-03-17 15:21:39.221386
Poor
Yes
Monthly
Condo
538
24,297
47
Male
16,958
Single
1
PhD
Unemployed
30.332545
Suburban
Comprehensive
1
7
831
5
2022-12-12 15:21:39.190215
Average
Yes
Rarely
House
1,782
24,298
22
Male
8,058
Married
0
High School
null
24.074369
Rural
Premium
null
6
637
7
2023-09-11 15:21:39.090124
Good
Yes
Monthly
Condo
736
24,299
38
Female
42,624
Divorced
3
Master's
Self-Employed
14.858352
Suburban
Premium
1
13
494
5
2022-06-28 15:21:39.251142
Good
No
Daily
Apartment
1,709