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
6,200
56
Female
13,285
Divorced
3
PhD
Unemployed
null
Urban
Comprehensive
0
8
612
8
2021-08-01 15:21:39.111551
Good
Yes
Monthly
Condo
1,256
6,201
53
Female
3,849
Married
3
Bachelor's
Employed
15.247281
Rural
Premium
null
15
469
8
2021-10-14 15:21:39.134960
Good
Yes
Rarely
House
558
6,202
62
Male
44,943
Divorced
3
High School
Self-Employed
42.851949
Suburban
Comprehensive
0
18
646
8
2019-11-09 15:21:39.267454
Good
No
Monthly
House
2,941
6,203
46
Female
27,132
Divorced
null
Master's
Self-Employed
21.391464
Suburban
Premium
null
16
359
2
2023-04-07 15:21:39.274993
Poor
No
Monthly
Apartment
1,267
6,204
21
Female
67,613
Single
2
PhD
Employed
null
Rural
Premium
1
5
638
1
2023-09-12 15:21:39.209847
Good
Yes
Daily
House
394
6,205
64
Female
9,072
Divorced
null
Master's
null
12.736937
Urban
Comprehensive
1
12
573
8
2020-10-12 15:21:39.205850
Poor
No
Rarely
Apartment
612
6,206
63
Female
23,705
Single
1
High School
Employed
null
Suburban
Premium
2
17
null
4
2020-01-02 15:21:39.146733
Poor
Yes
Daily
Apartment
2,626
6,207
20
Male
null
Single
null
PhD
Unemployed
21.005963
Suburban
Premium
null
5
331
5
2021-12-09 15:21:39.222387
Average
Yes
Weekly
House
1,196
6,208
22
Male
9,093
Married
4
PhD
Employed
26.852154
Rural
Basic
null
2
518
7
2022-08-13 15:21:39.155231
Good
Yes
Monthly
Apartment
1,324
6,209
23
Female
69,720
Divorced
3
High School
Self-Employed
29.72012
Urban
Premium
3
13
685
2
2023-03-30 15:21:39.237118
Poor
Yes
Monthly
Condo
36
6,210
58
Male
28,332
Single
1
High School
null
17.846338
Rural
Comprehensive
1
4
544
1
2024-03-02 15:21:39.204790
Average
Yes
Daily
Condo
2,001
6,211
18
Female
2,310
Single
0
PhD
Unemployed
18.77644
Suburban
Comprehensive
1
1
713
4
2021-05-01 15:21:39.271453
null
No
Daily
Condo
4,528
6,212
42
Male
36,210
Single
0
Bachelor's
Employed
34.318024
Suburban
Comprehensive
3
8
null
4
2024-06-14 15:21:39.198406
Poor
No
Monthly
Condo
943
6,213
40
Male
5,892
Divorced
1
Bachelor's
Unemployed
27.569815
Suburban
Basic
null
9
571
3
2021-01-19 15:21:39.279729
Poor
No
Weekly
Condo
668
6,214
60
Male
32,595
Divorced
null
PhD
null
47.658083
Rural
Premium
0
18
844
9
2022-09-13 15:21:39.123711
null
No
Monthly
Condo
985
6,215
62
Male
11,995
Married
4
PhD
null
25.953971
Suburban
Basic
0
12
783
8
2021-09-30 15:21:39.122134
Good
No
Weekly
Apartment
1,634
6,216
61
Male
4,720
Divorced
3
High School
Employed
21.816496
Rural
Comprehensive
2
7
561
7
2023-05-12 15:21:39.205850
Average
No
Weekly
Condo
2,271
6,217
49
Male
4,636
Divorced
3
High School
null
29.326718
Rural
Premium
null
1
643
9
2021-12-08 15:21:39.254678
Good
No
Monthly
Condo
2,789
6,218
23
Female
5,732
Married
0
Master's
Unemployed
null
Rural
Premium
2
16
724
2
2023-11-03 15:21:39.114118
Poor
Yes
Weekly
House
2,613
6,219
42
Male
5,948
Married
2
PhD
Unemployed
34.585033
Rural
Comprehensive
0
0
590
3
2022-12-26 15:21:39.079128
Poor
No
Rarely
Apartment
910
6,220
26
Male
5,512
Single
1
High School
Self-Employed
14.834982
Rural
Premium
0
12
438
9
2021-04-24 15:21:39.188220
Average
Yes
Rarely
Condo
1,187
6,221
45
Female
36,299
Married
3
Bachelor's
Unemployed
20.663417
Urban
Basic
1
13
598
2
2021-08-05 15:21:39.276901
Average
No
Monthly
House
1,311
6,222
21
Female
91,783
Divorced
4
Bachelor's
Employed
null
Suburban
Premium
1
18
845
3
2022-11-13 15:21:39.249100
Good
Yes
Rarely
Apartment
4,927
6,223
57
Male
13,262
Divorced
1
PhD
Self-Employed
22.872255
Urban
Premium
0
8
null
9
2023-02-19 15:21:39.148733
Poor
Yes
Daily
House
776
6,224
18
Female
29,350
Single
3
PhD
Self-Employed
25.918889
Rural
Comprehensive
2
1
824
9
2022-11-17 15:21:39.134960
Average
Yes
Daily
Condo
726
6,225
24
Female
19,282
Divorced
3
PhD
Self-Employed
14.534752
Suburban
Premium
0
1
604
9
2024-02-02 15:21:39.245086
Poor
Yes
Rarely
Apartment
1,057
6,226
29
Female
27,442
Married
3
High School
Employed
9.811657
Rural
Comprehensive
1
0
464
1
2020-01-16 15:21:39.134960
Average
No
Monthly
House
1,497
6,227
63
Male
37,259
Divorced
0
Master's
Employed
24.959196
Rural
Comprehensive
null
15
488
3
2020-01-23 15:21:39.155231
Average
Yes
Rarely
House
1,414
6,228
38
Male
14,058
Divorced
2
Master's
Self-Employed
24.583813
Suburban
Comprehensive
1
0
837
6
2019-12-04 15:21:39.096739
Poor
Yes
Daily
House
1,887
6,229
22
Female
1,206
Single
2
Master's
Unemployed
40.828442
Suburban
Premium
1
2
663
6
2022-02-12 15:21:39.276901
Average
Yes
Weekly
Apartment
381
6,230
62
Female
102,995
Divorced
4
High School
Self-Employed
6.86526
Urban
Premium
1
9
383
9
2022-06-30 15:21:39.185215
Average
No
Daily
House
729
6,231
55
Female
null
Divorced
2
PhD
Employed
19.680927
Suburban
Premium
2
2
685
9
2020-11-13 15:21:39.120168
Good
No
Daily
Apartment
2,373
6,232
38
Male
84,765
Single
1
Bachelor's
Self-Employed
45.160548
Rural
Premium
null
15
770
6
2020-06-09 15:21:39.219432
null
No
Weekly
Apartment
22
6,233
64
Male
1,535
Single
2
Bachelor's
Self-Employed
4.662204
Suburban
Comprehensive
3
3
485
5
2020-04-27 15:21:39.278402
Good
No
Monthly
House
341
6,234
55
Male
3,891
Divorced
4
Master's
Unemployed
19.397612
Rural
Premium
0
12
370
1
2024-06-08 15:21:39.085129
Good
No
Monthly
House
2,918
6,235
57
Male
18,091
Divorced
3
PhD
Unemployed
14.728961
Urban
Premium
0
2
828
1
2023-07-24 15:21:39.155231
Good
Yes
Daily
House
511
6,236
40
Male
16,984
Married
1
Bachelor's
Unemployed
38.053427
Rural
Basic
null
6
833
9
2024-05-25 15:21:39.120168
Poor
No
Rarely
Condo
793
6,237
26
Female
37,882
Married
2
Bachelor's
Self-Employed
29.259311
Urban
Premium
0
14
801
8
2020-03-25 15:21:39.245086
Average
Yes
Weekly
House
663
6,238
56
Male
25,805
Single
3
Bachelor's
null
18.471938
Suburban
Comprehensive
null
7
null
4
2021-04-14 15:21:39.219432
Good
Yes
Rarely
Condo
1,735
6,239
23
Female
21,876
Single
2
Bachelor's
Employed
31.93717
Rural
Comprehensive
null
9
765
2
2020-06-15 15:21:39.224915
Good
Yes
Monthly
Apartment
1,135
6,240
43
Male
48,553
Divorced
null
Master's
Employed
12.959215
Suburban
Comprehensive
2
9
757
6
2021-06-21 15:21:39.256696
Good
Yes
Rarely
Apartment
2,859
6,241
32
Male
9,074
Married
4
Master's
null
26.929985
Urban
Premium
null
6
725
1
2020-05-10 15:21:39.134960
Poor
Yes
Daily
House
1,269
6,242
36
Male
53,727
Single
3
Bachelor's
null
17.846338
Rural
Comprehensive
3
13
726
3
2020-07-03 15:21:39.192212
Average
Yes
Monthly
Apartment
2,001
6,243
59
Female
64,570
Divorced
2
High School
Employed
13.813197
Rural
Basic
2
3
496
7
2024-05-13 15:21:39.154008
Good
Yes
Daily
House
27
6,244
33
Male
43,831
Divorced
3
Bachelor's
null
7.004079
Urban
Premium
1
15
604
7
2019-09-24 15:21:39.107553
Average
No
Monthly
Apartment
1,404
6,245
59
Male
636
Single
4
High School
null
11.923892
Rural
Basic
null
14
755
6
2020-07-18 15:21:39.101733
Poor
Yes
Daily
Condo
4,140
6,246
49
Male
43,890
Single
4
Master's
Unemployed
11.751214
Suburban
Basic
null
12
null
2
2021-03-23 15:21:39.096739
Poor
No
Rarely
Condo
648
6,247
39
Male
27,239
Divorced
3
High School
null
19.956312
Rural
Premium
0
17
847
1
2023-12-07 15:21:39.282785
Good
Yes
Monthly
Apartment
564
6,248
45
Male
18,244
Single
null
High School
Unemployed
7.671121
Rural
Comprehensive
0
13
433
8
2020-05-10 15:21:39.134960
Poor
No
Rarely
Condo
742
6,249
42
Female
7,462
Married
1
High School
Employed
28.884426
Suburban
Basic
2
10
null
6
2024-05-15 15:21:39.134960
Poor
No
Monthly
House
1,369
6,250
40
Female
113,993
Married
1
High School
Self-Employed
11.165837
Rural
Comprehensive
1
8
805
5
2022-10-04 15:21:39.092127
Good
No
Monthly
Apartment
242
6,251
26
Male
36,222
Divorced
4
PhD
Self-Employed
null
Urban
Premium
2
8
null
4
2022-11-03 15:21:39.278402
Good
Yes
Weekly
House
2,670
6,252
53
Male
11,159
Divorced
3
Bachelor's
Employed
21.594645
Suburban
Basic
0
12
583
8
2023-09-14 15:21:39.204790
Good
No
Weekly
Condo
181
6,253
42
Female
18,310
Married
null
Bachelor's
Employed
31.331256
Urban
Basic
1
19
832
6
2024-01-02 15:21:39.144722
Average
No
Rarely
House
1,038
6,254
49
Male
64,542
Single
3
Bachelor's
Unemployed
null
Urban
Basic
1
9
513
8
2021-02-27 15:21:39.288099
Good
No
Rarely
Condo
2,196
6,255
42
Female
43,911
Single
null
PhD
Unemployed
18.829017
Urban
Comprehensive
2
15
616
2
2020-03-03 15:21:39.091080
Good
Yes
Monthly
Apartment
476
6,256
41
Male
17,663
Divorced
0
High School
null
null
Rural
Premium
1
17
552
2
2023-05-23 15:21:39.209847
Poor
No
Monthly
Condo
1,407
6,257
50
Male
5,099
Divorced
0
Master's
Employed
40.917304
Rural
Basic
null
0
421
8
2023-02-25 15:21:39.155231
Poor
No
Rarely
House
3,007
6,258
58
Male
38,199
Single
2
Master's
null
22.07479
Suburban
Premium
0
1
661
5
2022-05-06 15:21:39.226954
Good
Yes
Weekly
Condo
34
6,259
55
Female
17,961
Married
2
High School
Employed
32.140638
Suburban
Basic
0
7
552
7
2023-05-16 15:21:39.155231
Average
No
Weekly
Apartment
835
6,260
53
Female
17,891
Single
3
PhD
null
12.818861
Urban
Basic
2
4
697
6
2021-05-14 15:21:39.251142
Average
No
Rarely
Condo
958
6,261
42
Male
43,886
Divorced
0
Master's
Self-Employed
24.672948
Urban
Basic
0
2
704
8
2024-01-06 15:21:39.134960
Good
No
Rarely
Condo
1,269
6,262
33
Male
33,202
Married
3
Bachelor's
Employed
40.084537
Rural
Premium
null
9
567
3
2024-03-09 15:21:39.147735
Poor
No
Weekly
Condo
2,005
6,263
45
Female
31,353
Divorced
null
PhD
Self-Employed
15.56499
Urban
Comprehensive
null
3
null
4
2021-11-07 15:21:39.219432
Poor
Yes
Monthly
House
343
6,264
54
Female
60,507
Single
3
PhD
Self-Employed
40.624101
Rural
Premium
null
15
754
1
2024-02-18 15:21:39.192212
Poor
Yes
Weekly
House
60
6,265
59
Female
46,019
Divorced
4
Master's
Unemployed
40.291224
Urban
Premium
null
6
515
1
2022-10-16 15:21:39.155231
Poor
Yes
Weekly
Apartment
955
6,266
44
Female
5,977
Divorced
4
PhD
Employed
14.595847
Suburban
Basic
null
7
null
5
2021-04-24 15:21:39.237118
Poor
No
Daily
Apartment
1,225
6,267
34
Female
52,352
Married
null
High School
null
29.434314
Suburban
Basic
1
13
399
2
2023-04-10 15:21:39.245086
Average
Yes
Weekly
Apartment
1,012
6,268
56
Male
2,970
Single
null
High School
Employed
11.74022
Suburban
Comprehensive
0
19
806
9
2023-02-27 15:21:39.279729
Good
No
Weekly
Apartment
1,852
6,269
37
Male
null
Married
3
Bachelor's
Employed
32.574262
Suburban
Comprehensive
1
5
313
7
2022-09-27 15:21:39.134960
Poor
Yes
Monthly
House
50
6,270
40
Male
46,784
Divorced
1
Master's
Employed
null
Suburban
Basic
1
0
439
7
2021-03-17 15:21:39.110557
Average
No
Rarely
Apartment
1,762
6,271
52
Female
11,216
Divorced
3
Bachelor's
Self-Employed
35.990879
Urban
Comprehensive
0
0
809
5
2023-09-14 15:21:39.170099
Poor
No
Daily
Apartment
940
6,272
34
Female
36,382
Single
2
Master's
Unemployed
38.592754
Suburban
Premium
1
11
606
7
2024-01-17 15:21:39.214388
Poor
Yes
Monthly
House
2,615
6,273
22
Female
8,587
Single
2
Master's
null
36.472359
Suburban
Basic
1
14
null
1
2024-05-14 15:21:39.176717
Good
Yes
Rarely
Condo
2,317
6,274
20
Female
12,077
Married
4
High School
Self-Employed
null
Suburban
Basic
1
4
598
3
2019-09-05 15:21:39.237066
Average
No
Monthly
Condo
1,347
6,275
56
Female
23,767
Single
0
High School
Unemployed
31.619091
Urban
Comprehensive
3
8
815
1
2023-02-25 15:21:39.134960
Average
Yes
Weekly
Apartment
35
6,276
24
Female
32,728
Single
0
Bachelor's
null
18.143471
Rural
Comprehensive
null
11
null
3
2024-05-24 15:21:39.184157
Good
No
Daily
Apartment
156
6,277
24
Male
47,490
Married
4
Bachelor's
Employed
21.091949
Urban
Comprehensive
1
16
405
9
2020-06-12 15:21:39.082499
Average
No
Monthly
Apartment
853
6,278
56
Male
1,059
Divorced
0
PhD
Self-Employed
null
Rural
Premium
1
7
779
2
2023-11-07 15:21:39.134960
Good
Yes
Rarely
Apartment
1,523
6,279
39
Female
35,763
Single
4
Bachelor's
Self-Employed
20.477566
Urban
Premium
1
4
454
2
2020-08-09 15:21:39.148733
Poor
No
Monthly
House
2,145
6,280
57
Female
15,459
Single
0
PhD
null
25.037176
Urban
Premium
1
11
null
8
2024-04-24 15:21:39.085129
Average
Yes
Monthly
Condo
531
6,281
51
Female
15,346
Married
1
High School
null
28.43681
Suburban
Basic
1
2
765
8
2021-02-20 15:21:39.192212
Good
Yes
Daily
Condo
457
6,282
null
Female
132,579
null
2
High School
Employed
5.672443
Urban
Comprehensive
2
7
734
1
2021-10-27 15:21:39.134960
null
No
Daily
Apartment
1,722
6,283
39
Male
559
Single
1
PhD
Unemployed
33.486784
Urban
Premium
null
8
null
5
2020-03-27 15:21:39.170099
null
Yes
Daily
House
722
6,284
37
Female
37,354
Divorced
1
Bachelor's
null
48.441245
Urban
Premium
1
2
682
9
2023-11-05 15:21:39.092127
null
Yes
Weekly
House
3,935
6,285
32
Male
35,796
Single
4
PhD
Self-Employed
27.381216
Suburban
Premium
null
12
472
7
2024-07-12 15:21:39.134960
Poor
Yes
Weekly
Condo
572
6,286
62
Male
90,785
Single
1
PhD
null
42.084922
Suburban
Premium
4
1
713
3
2024-03-25 15:21:39.155231
Good
No
Rarely
House
2,743
6,287
19
Male
null
Divorced
0
Master's
Employed
13.0798
Rural
Premium
0
0
441
3
2019-09-17 15:21:39.196387
Good
No
Rarely
Apartment
596
6,288
35
Male
14,053
Divorced
2
Master's
Employed
48.839173
Rural
Premium
0
17
705
7
2024-06-19 15:21:39.134960
Poor
Yes
Rarely
House
1,405
6,289
26
Male
11,586
Married
2
Master's
Employed
null
Suburban
Premium
3
4
734
7
2020-02-03 15:21:39.134960
Good
No
Weekly
House
1,082
6,290
20
Female
9,054
Married
4
Master's
Self-Employed
40.917961
Rural
Premium
null
9
411
3
2021-04-15 15:21:39.224915
Good
Yes
Daily
House
1,479
6,291
63
Male
43,088
Single
1
High School
Employed
34.272562
Rural
Comprehensive
1
17
null
8
2023-04-04 15:21:39.204790
Good
No
Weekly
Condo
1,168
6,292
39
Female
13,211
Single
1
Master's
Self-Employed
39.240008
Urban
Comprehensive
null
3
818
9
2024-07-11 15:21:39.282785
Poor
No
Rarely
House
231
6,293
43
Female
5,683
Single
3
PhD
Self-Employed
11.918086
Urban
Comprehensive
null
9
718
9
2019-09-20 15:21:39.190215
Poor
Yes
Weekly
Condo
885
6,294
27
Male
11,198
Divorced
1
High School
Employed
null
Suburban
Premium
null
19
null
3
2022-10-26 15:21:39.126661
Poor
No
Monthly
Apartment
749
6,295
25
Female
7,051
Married
null
High School
Self-Employed
null
Urban
Basic
0
14
793
1
2023-11-09 15:21:39.181605
Poor
No
Rarely
Condo
565
6,296
40
Female
6,054
Single
1
Bachelor's
null
null
Rural
Comprehensive
0
3
818
6
2022-01-20 15:21:39.155231
Poor
No
Weekly
Apartment
459
6,297
18
Male
24,223
Married
2
High School
Self-Employed
5.997868
Urban
Premium
null
19
339
8
2020-07-22 15:21:39.115178
Poor
No
Weekly
Condo
668
6,298
19
Female
43,716
Single
0
Bachelor's
Unemployed
35.120855
Rural
Basic
0
19
null
5
2022-11-08 15:21:39.155231
Average
No
Weekly
Condo
1,580
6,299
59
Male
28,776
Married
0
Master's
Employed
35.837842
Urban
Basic
null
9
549
3
2023-06-27 15:21:39.263607
Good
No
Weekly
Condo
1,682