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
38,500
43
Female
17,991
Divorced
1
Bachelor's
Self-Employed
26.273914
Rural
Comprehensive
null
19
541
4
2023-09-04 15:21:39.082499
Good
No
Weekly
Apartment
1,363
38,501
52
Male
15,670
Married
2
High School
Self-Employed
7.908367
Rural
Premium
2
14
558
7
2019-12-21 15:21:39.124659
Good
No
Rarely
Condo
1,824
38,502
53
Male
9,776
Divorced
4
High School
Unemployed
18.829017
Rural
Premium
0
17
533
7
2024-04-22 15:21:39.155231
Average
Yes
Weekly
House
1,421
38,503
50
Male
27,300
Married
1
Master's
Self-Employed
null
Urban
Comprehensive
1
10
615
3
2020-05-27 15:21:39.155231
Good
No
Rarely
House
889
38,504
40
Male
101,785
Divorced
3
Master's
Unemployed
8.386522
Suburban
Comprehensive
null
16
842
3
2022-11-30 15:21:39.276901
Good
Yes
Weekly
Condo
212
38,505
42
Female
27,614
Divorced
1
High School
Unemployed
27.735879
Suburban
Basic
1
17
761
8
2022-08-14 15:21:39.235012
Good
No
Rarely
House
1,982
38,506
39
Male
1,044
Divorced
1
High School
Employed
15.02431
Rural
Basic
null
6
824
6
2022-01-05 15:21:39.256696
Poor
No
Daily
Condo
2,133
38,507
51
Male
83,472
Divorced
1
PhD
Employed
null
Urban
Comprehensive
1
0
461
4
2023-05-27 15:21:39.208842
Average
No
Rarely
Apartment
717
38,508
48
Female
17,384
Divorced
3
Master's
Employed
11.859578
Rural
Comprehensive
1
17
719
5
2019-12-17 15:21:39.222387
Good
No
Monthly
Condo
1,110
38,509
51
Male
4,568
Divorced
2
Master's
Self-Employed
18.299636
Rural
Basic
null
10
782
9
2023-10-28 15:21:39.170099
null
Yes
Daily
House
739
38,510
18
Female
10,026
Married
2
Master's
Unemployed
36.318618
Suburban
Premium
0
5
null
5
2021-12-13 15:21:39.108562
Poor
Yes
Monthly
Apartment
293
38,511
20
Male
7,519
Single
0
PhD
Unemployed
11.924436
Suburban
Basic
null
10
597
7
2020-10-19 15:21:39.237118
Good
No
Weekly
Condo
1,801
38,512
32
Female
4,825
Divorced
3
Master's
Unemployed
20.813969
Rural
Comprehensive
null
14
397
1
2020-06-23 15:21:39.134960
Poor
Yes
Rarely
House
962
38,513
23
Female
71,501
Single
0
PhD
Self-Employed
15.83423
Urban
Comprehensive
0
6
317
5
2020-07-28 15:21:39.184157
Average
Yes
Monthly
Condo
813
38,514
47
Male
141,534
Single
2
High School
Unemployed
14.161711
Suburban
Comprehensive
2
5
575
4
2020-05-22 15:21:39.092127
Poor
Yes
Monthly
House
3,027
38,515
32
Male
73,084
Married
3
PhD
Employed
24.857642
Rural
Basic
null
11
691
4
2023-03-08 15:21:39.271453
Average
Yes
Monthly
Condo
77
38,516
19
Female
23,716
Single
2
Master's
null
32.093292
Suburban
Premium
0
2
null
4
2024-06-24 15:21:39.248098
Poor
No
Weekly
Apartment
715
38,517
28
Female
8,751
Married
2
Master's
null
33.759963
Rural
Comprehensive
null
3
531
9
2024-04-25 15:21:39.191219
Good
No
Monthly
House
368
38,518
44
Male
73,831
Divorced
3
Bachelor's
Self-Employed
27.958591
Urban
Comprehensive
4
1
561
1
2023-03-31 15:21:39.155231
Good
No
Weekly
Condo
2,484
38,519
62
Female
83,437
Divorced
0
Master's
null
33.906755
Suburban
Comprehensive
2
7
678
5
2022-08-06 15:21:39.155231
null
Yes
Weekly
Apartment
1,506
38,520
36
Female
null
Married
0
PhD
Self-Employed
6.592046
Urban
Comprehensive
0
2
687
2
2020-10-29 15:21:39.111551
null
No
Monthly
Apartment
393
38,521
22
Female
2,770
null
1
PhD
Unemployed
6.371249
Rural
Comprehensive
null
18
null
2
2023-12-30 15:21:39.276901
null
Yes
Monthly
House
3,511
38,522
64
Female
51,691
Married
1
Bachelor's
null
21.539662
Urban
Premium
2
10
523
3
2024-07-11 15:21:39.204790
Poor
Yes
Weekly
Apartment
48
38,523
32
Male
3,833
Single
2
High School
Unemployed
30.787686
Suburban
Basic
0
13
575
8
2022-07-20 15:21:39.134960
Good
Yes
Monthly
Condo
2,769
38,524
21
Female
19,833
Married
0
High School
Employed
29.638671
Suburban
Comprehensive
null
17
627
9
2019-11-20 15:21:39.148733
Good
Yes
Daily
Condo
2,121
38,525
22
Female
91,621
Divorced
0
Master's
Self-Employed
35.464816
Urban
Comprehensive
0
18
302
1
2023-09-01 15:21:39.155231
Average
No
Weekly
Condo
817
38,526
55
Male
11,042
Divorced
3
High School
Employed
18.924006
Rural
Basic
0
14
827
9
2019-08-24 15:21:39.082499
Average
No
Monthly
House
1,437
38,527
61
Male
51,859
Single
3
PhD
null
44.577926
Suburban
Comprehensive
null
6
319
8
2022-09-29 15:21:39.177724
Poor
No
Weekly
Condo
1,802
38,528
60
Female
7,094
Single
1
PhD
Unemployed
3.17952
Suburban
Basic
null
13
709
9
2024-03-16 15:21:39.126661
Good
Yes
Daily
House
557
38,529
24
Female
20,281
Divorced
2
PhD
null
24.35477
Rural
Basic
1
1
459
2
2024-02-16 15:21:39.117183
Average
No
Daily
House
1,531
38,530
64
Male
24,401
Divorced
null
Master's
null
null
Rural
Comprehensive
0
7
427
2
2020-03-19 15:21:39.247098
Good
No
Monthly
Condo
1,249
38,531
57
Male
18,609
Married
1
PhD
Self-Employed
23.58573
Suburban
Basic
null
10
677
4
2022-12-10 15:21:39.255696
Poor
Yes
Rarely
House
852
38,532
64
Female
142,402
Divorced
0
PhD
null
35.844629
Suburban
Basic
2
8
446
2
2022-07-27 15:21:39.290098
Good
No
Monthly
House
2,489
38,533
46
Male
75,553
Married
4
PhD
Unemployed
13.788443
Urban
Comprehensive
null
10
370
7
2019-12-31 15:21:39.155231
Poor
Yes
Rarely
House
1,252
38,534
41
Female
29,542
Single
2
Bachelor's
Self-Employed
22.693423
Rural
Premium
null
11
657
3
2020-02-06 15:21:39.274993
Good
No
Daily
Condo
50
38,535
45
Male
24,372
Married
null
Bachelor's
Unemployed
16.356032
Urban
Comprehensive
2
19
752
2
2020-10-16 15:21:39.126661
Average
Yes
Weekly
Condo
756
38,536
26
Female
88,522
Divorced
2
Bachelor's
Self-Employed
14.148876
Urban
Comprehensive
2
8
813
4
2020-06-12 15:21:39.133866
Poor
No
Monthly
House
2,006
38,537
20
Male
825
Married
2
PhD
Employed
19.823994
Rural
Comprehensive
null
2
778
9
2021-06-18 15:21:39.146733
Good
Yes
Daily
Condo
25
38,538
61
Female
108,932
Divorced
0
PhD
null
11.726731
Rural
Basic
null
9
437
6
2020-05-03 15:21:39.091080
Poor
No
Weekly
House
614
38,539
61
Female
6,594
Single
0
Bachelor's
Self-Employed
32.552954
Urban
Comprehensive
2
5
528
8
2021-02-07 15:21:39.225916
Good
No
Weekly
House
866
38,540
50
Male
37,384
Married
0
High School
Unemployed
22.590969
Urban
Basic
0
17
713
8
2020-11-19 15:21:39.237118
Poor
No
Monthly
Condo
1,020
38,541
61
Male
31,957
Married
2
PhD
Employed
13.766335
Rural
Premium
0
5
null
6
2023-06-17 15:21:39.213373
Average
Yes
Rarely
Condo
1,795
38,542
30
Female
37,988
Single
2
Master's
Unemployed
39.506231
Urban
Comprehensive
1
17
544
3
2022-10-28 15:21:39.279729
Average
No
Monthly
Condo
2,356
38,543
40
Female
78,842
Divorced
4
Master's
null
21.070768
Suburban
Premium
1
12
485
5
2024-01-19 15:21:39.094752
Average
Yes
Monthly
Condo
25
38,544
48
Female
46,063
Married
2
PhD
Self-Employed
48.00796
Suburban
Comprehensive
null
2
764
8
2021-10-13 15:21:39.097737
Average
No
Monthly
House
501
38,545
18
Female
8,881
Divorced
null
High School
Employed
41.382799
Suburban
Premium
null
12
null
1
2024-01-12 15:21:39.093681
Average
No
Daily
House
122
38,546
62
Male
42,983
Divorced
2
PhD
Unemployed
13.661717
Suburban
Comprehensive
1
8
405
2
2020-05-26 15:21:39.185215
Good
No
Rarely
House
901
38,547
50
Female
30,863
Single
1
Master's
Employed
26.411814
Rural
Premium
null
11
848
1
2021-04-07 15:21:39.278402
Average
Yes
Monthly
House
2,087
38,548
55
Male
93,645
Single
2
High School
null
17.299865
Rural
Premium
0
3
791
2
2019-11-02 15:21:39.155231
Poor
No
Weekly
Apartment
2,122
38,549
57
Male
94,049
Single
1
PhD
Unemployed
null
Suburban
Comprehensive
1
11
757
2
2020-04-19 15:21:39.155231
Good
No
Rarely
House
35
38,550
22
Male
2,315
Single
0
Master's
Unemployed
27.593379
Rural
Comprehensive
1
11
696
6
2022-10-09 15:21:39.155231
Poor
No
Monthly
Apartment
2,534
38,551
35
Male
37,879
Divorced
0
PhD
Unemployed
28.534147
Suburban
Premium
null
0
734
2
2024-04-18 15:21:39.099739
Poor
No
Monthly
Condo
438
38,552
38
Female
6,026
Married
2
Bachelor's
Employed
15.805852
Urban
Basic
null
6
null
7
2021-05-22 15:21:39.252145
Poor
No
Daily
House
517
38,553
21
Female
25,558
Divorced
2
Bachelor's
Self-Employed
28.00582
Urban
Basic
0
18
528
7
2021-09-08 15:21:39.192212
Average
Yes
Monthly
Apartment
1,762
38,554
29
Female
45,973
Divorced
0
Bachelor's
Employed
11.560714
Suburban
Comprehensive
null
13
807
6
2023-02-17 15:21:39.134960
Average
Yes
Daily
Condo
3,573
38,555
30
Female
6,810
Married
0
PhD
Unemployed
43.226929
Urban
Premium
3
9
381
6
2021-07-12 15:21:39.180553
Average
Yes
Weekly
Apartment
1,336
38,556
54
Female
3,196
Single
3
Bachelor's
null
24.505586
Suburban
Basic
null
7
460
9
2024-05-06 15:21:39.095696
Good
Yes
Monthly
Apartment
1,003
38,557
24
Female
116,799
Divorced
4
Master's
Unemployed
11.407616
Suburban
Premium
2
4
null
2
2021-07-27 15:21:39.209847
Good
No
Weekly
Apartment
272
38,558
32
Female
7,629
Single
0
High School
null
24.477639
Suburban
Basic
1
16
391
9
2024-03-21 15:21:39.233485
Good
Yes
Rarely
House
1,163
38,559
35
Male
28,897
Divorced
1
Master's
Unemployed
22.236678
Urban
Basic
1
16
644
6
2021-12-16 15:21:39.245086
Poor
No
Monthly
House
1,037
38,560
28
Female
80,915
Married
4
PhD
null
28.323524
Rural
Basic
2
6
682
7
2023-09-04 15:21:39.155231
null
No
Rarely
Condo
27
38,561
19
Female
38,662
Single
3
PhD
Unemployed
17.722245
Urban
Premium
1
5
null
7
2022-03-19 15:21:39.126661
Good
Yes
Daily
House
2,192
38,562
41
Male
3,680
Divorced
1
High School
null
12.679879
Suburban
Basic
null
10
411
2
2022-11-28 15:21:39.237118
Poor
No
Rarely
Apartment
1,466
38,563
63
Female
11,959
Married
2
Master's
Unemployed
33.076549
Suburban
Basic
null
18
593
1
2024-01-01 15:21:39.155231
Average
No
Monthly
Apartment
1,708
38,564
62
Female
7,520
Divorced
1
PhD
Self-Employed
41.125802
Rural
Basic
null
11
670
8
2021-04-22 15:21:39.164044
Average
No
Weekly
House
3,690
38,565
26
Female
9,833
Divorced
4
Bachelor's
null
7.075869
Rural
Basic
2
18
553
8
2021-08-06 15:21:39.173661
Average
Yes
Monthly
Apartment
2,089
38,566
43
Female
10,251
Divorced
3
High School
null
5.824684
Suburban
Premium
null
1
670
1
2020-12-01 15:21:39.122134
Good
Yes
Daily
House
347
38,567
40
Male
65,611
Married
null
PhD
null
15.766124
Suburban
Comprehensive
1
4
411
7
2023-08-25 15:21:39.130190
Average
No
Weekly
House
563
38,568
36
Female
14,961
Divorced
1
Master's
Self-Employed
51.939642
Urban
Premium
null
1
null
3
2024-03-28 15:21:39.102694
Poor
Yes
Weekly
Apartment
1,465
38,569
34
Female
2,941
Divorced
0
PhD
Employed
42.671723
Urban
Comprehensive
null
11
602
5
2023-12-16 15:21:39.184157
Poor
Yes
Daily
House
2,135
38,570
63
Male
51,834
Married
2
PhD
Employed
18.919582
Urban
Premium
null
5
392
6
2023-08-17 15:21:39.199447
Good
Yes
Monthly
Condo
703
38,571
45
Male
8,098
Divorced
1
Master's
Self-Employed
17.064175
Urban
Basic
null
1
596
8
2020-02-29 15:21:39.251142
Poor
No
Rarely
Condo
1,519
38,572
60
Female
844
Divorced
2
Master's
null
11.849235
Rural
Comprehensive
2
16
704
5
2020-04-24 15:21:39.183598
Good
No
Monthly
Apartment
695
38,573
34
Female
null
Single
2
Master's
Unemployed
35.519922
Suburban
Premium
1
16
622
8
2021-03-06 15:21:39.134960
Good
Yes
Daily
House
355
38,574
46
Female
62,826
Divorced
2
PhD
Unemployed
21.276068
Rural
Basic
null
4
382
2
2022-11-24 15:21:39.111551
Average
Yes
Daily
Condo
3,059
38,575
22
Female
30,913
Divorced
null
Bachelor's
Employed
28.868441
Urban
Comprehensive
null
10
352
7
2022-10-24 15:21:39.171102
Poor
No
Daily
Condo
1,063
38,576
41
Female
33,722
Divorced
1
Master's
Employed
45.753936
Rural
Premium
0
17
544
3
2020-01-12 15:21:39.193945
Poor
No
Daily
Apartment
524
38,577
59
Male
18,085
Single
3
High School
Unemployed
14.581258
Rural
Premium
null
16
813
9
2024-05-08 15:21:39.147735
Good
No
Monthly
Condo
668
38,578
46
Male
26,942
Divorced
0
Master's
Unemployed
15.062591
Suburban
Premium
null
14
758
2
2020-05-29 15:21:39.215386
Poor
No
Daily
Apartment
233
38,579
46
Male
39,764
Married
0
High School
Employed
31.394881
Suburban
Premium
0
0
785
1
2023-12-30 15:21:39.288099
Poor
Yes
Weekly
House
823
38,580
60
Female
60,651
Married
null
PhD
Employed
15.465802
Suburban
Basic
2
3
317
5
2024-03-27 15:21:39.134960
Average
No
Rarely
Condo
1,316
38,581
44
Male
15,892
Divorced
1
High School
Unemployed
32.758838
Rural
Comprehensive
0
12
607
3
2022-05-23 15:21:39.174719
Average
Yes
Weekly
Condo
1,487
38,582
53
Female
17,866
Single
3
PhD
Unemployed
30.907201
Suburban
Basic
0
16
null
5
2022-10-22 15:21:39.134960
Poor
No
Monthly
House
688
38,583
28
Male
6,056
Single
0
High School
Employed
23.084025
Rural
Premium
null
17
521
5
2022-07-25 15:21:39.256696
Poor
No
Weekly
Condo
3,384
38,584
49
Female
11,561
Single
4
High School
Employed
46.079263
Urban
Comprehensive
0
6
null
6
2022-08-14 15:21:39.282785
Average
No
Monthly
Condo
2,087
38,585
19
Female
27,655
Single
2
Bachelor's
Employed
14.715679
Suburban
Premium
0
8
602
9
2021-01-15 15:21:39.279729
Poor
Yes
Daily
Condo
807
38,586
26
Male
26,292
Married
4
High School
Self-Employed
24.484546
Rural
Basic
null
17
586
9
2021-06-21 15:21:39.225916
Poor
Yes
Rarely
Apartment
276
38,587
44
Female
18,359
Married
4
PhD
Unemployed
null
Urban
Comprehensive
1
10
695
7
2021-06-29 15:21:39.134960
Poor
No
Rarely
Apartment
1,396
38,588
64
Male
29,137
Divorced
4
Master's
Unemployed
23.558319
Rural
Comprehensive
0
12
439
7
2021-01-01 15:21:39.214388
Average
No
Monthly
House
651
38,589
61
Male
9,126
Married
0
High School
Self-Employed
17.542513
Rural
Premium
null
6
null
3
2022-05-16 15:21:39.214388
Average
Yes
Weekly
House
186
38,590
31
Female
16,360
Divorced
0
Master's
null
30.71517
Suburban
Comprehensive
0
6
829
9
2023-12-31 15:21:39.122134
Poor
Yes
Daily
House
392
38,591
61
Female
44,226
Married
3
PhD
Unemployed
12.10599
Urban
Premium
1
3
530
5
2024-03-17 15:21:39.094752
Average
Yes
Weekly
House
1,455
38,592
35
Female
15,585
Divorced
3
Bachelor's
null
null
Urban
Basic
null
4
679
8
2020-05-13 15:21:39.134960
Poor
No
Daily
Apartment
2,610
38,593
55
Male
11,429
Single
3
Master's
Unemployed
23.564195
Suburban
Basic
1
7
623
5
2023-05-08 15:21:39.181605
Good
Yes
Daily
Condo
1,442
38,594
56
Male
3,494
Divorced
0
PhD
Self-Employed
43.098228
Suburban
Basic
0
2
472
3
2020-12-25 15:21:39.237118
Good
Yes
Monthly
Apartment
873
38,595
51
Male
3,645
Divorced
0
PhD
null
27.7162
Rural
Comprehensive
null
11
481
3
2021-11-27 15:21:39.207847
Average
No
Daily
House
1,067
38,596
30
Female
109,995
Single
0
High School
Self-Employed
43.140958
Suburban
Premium
0
13
427
3
2023-01-20 15:21:39.226954
Poor
Yes
Rarely
Apartment
1,165
38,597
63
Male
27,111
Single
4
High School
null
24.564407
Suburban
Basic
1
15
552
9
2021-07-22 15:21:39.204790
Poor
No
Rarely
Apartment
728
38,598
46
Female
873
Single
null
Bachelor's
Self-Employed
13.02853
Urban
Premium
1
12
574
9
2020-04-13 15:21:39.087123
Good
Yes
Monthly
Condo
2,199
38,599
52
Male
32,653
Married
null
Master's
Employed
20.951338
Rural
Premium
0
8
677
6
2022-12-11 15:21:39.134960
Average
No
Weekly
Condo
548