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
25,800
46
Male
null
Married
3
PhD
Unemployed
19.037176
Urban
Premium
null
0
552
1
2021-08-11 15:21:39.134960
Good
No
Rarely
Condo
130
25,801
48
Female
847
Divorced
0
Master's
Unemployed
24.766697
Suburban
Premium
1
3
846
5
2021-11-13 15:21:39.152732
Poor
Yes
Monthly
Apartment
262
25,802
28
Female
29,460
Single
2
High School
Employed
11.730433
Rural
Premium
1
18
313
9
2021-02-24 15:21:39.261856
Good
No
Weekly
Apartment
483
25,803
33
Male
30,690
Divorced
0
Master's
Unemployed
49.51075
Urban
Premium
0
16
483
6
2022-01-07 15:21:39.155231
Poor
Yes
Daily
Condo
1,065
25,804
61
Female
28,321
Divorced
3
PhD
null
40.272344
Suburban
Premium
2
12
420
8
2022-07-17 15:21:39.278402
Poor
No
Monthly
Apartment
1,740
25,805
61
Male
null
Married
3
Bachelor's
Unemployed
19.893671
Suburban
Basic
2
13
826
2
2022-07-20 15:21:39.272456
null
Yes
Weekly
House
101
25,806
50
Female
1,489
Single
4
High School
null
9.516345
Suburban
Basic
null
0
null
6
2020-03-10 15:21:39.225916
null
No
Rarely
Condo
755
25,807
46
Male
132,754
Married
4
PhD
Unemployed
48.129739
Suburban
Basic
0
11
708
9
2022-09-02 15:21:39.133866
null
Yes
Daily
Condo
3,024
25,808
32
Female
102,280
Single
1
PhD
null
19.824638
Suburban
Comprehensive
1
19
410
1
2021-01-23 15:21:39.270454
Good
No
Rarely
Condo
2,138
25,809
63
Female
12,058
Divorced
0
Bachelor's
Self-Employed
32.890347
Suburban
Premium
null
17
705
7
2023-12-22 15:21:39.134960
Average
Yes
Weekly
House
842
25,810
54
Male
41,556
Single
4
High School
Employed
30.724182
Rural
Basic
null
5
630
1
2020-08-01 15:21:39.095696
Poor
Yes
Daily
Apartment
1,173
25,811
18
Female
45,939
Single
0
Bachelor's
null
4.651694
Suburban
Comprehensive
1
0
null
6
2021-08-18 15:21:39.282785
Good
Yes
Monthly
Apartment
914
25,812
42
Female
64,740
Married
0
High School
Employed
39.757847
Urban
Basic
0
0
441
5
2020-08-08 15:21:39.259788
Good
No
Rarely
Condo
2,794
25,813
40
Female
120,766
Single
3
Bachelor's
Unemployed
6.2954
Urban
Comprehensive
null
1
578
2
2022-09-04 15:21:39.093681
Poor
No
Rarely
Apartment
237
25,814
58
Male
12,639
Single
3
Bachelor's
Self-Employed
12.090751
Suburban
Premium
0
7
348
8
2022-09-22 15:21:39.129190
Good
Yes
Rarely
Condo
2,516
25,815
37
Female
1,418
Divorced
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
18
null
3
2020-01-22 15:21:39.232526
Good
No
Daily
House
1,104
25,816
21
Male
33,114
Divorced
null
PhD
Employed
28.883902
Suburban
Premium
3
18
493
4
2023-02-12 15:21:39.192212
Poor
Yes
Daily
Condo
489
25,817
41
Male
17,991
Married
0
PhD
Self-Employed
41.733874
Rural
Basic
null
13
null
8
2020-10-22 15:21:39.184157
Poor
No
Weekly
Apartment
542
25,818
51
Male
55,954
Divorced
null
PhD
Self-Employed
19.734106
Suburban
Premium
1
14
470
5
2022-10-27 15:21:39.119168
Average
Yes
Daily
House
91
25,819
47
Female
30,881
Divorced
3
Master's
Self-Employed
23.354926
Rural
Basic
1
13
605
7
2020-01-03 15:21:39.087123
Average
Yes
Weekly
Condo
1,284
25,820
51
Male
62,960
Single
2
Master's
null
7.917914
Urban
Comprehensive
null
16
580
4
2019-09-22 15:21:39.096739
null
No
Monthly
Apartment
3,775
25,821
43
Female
70,528
Married
2
High School
Unemployed
30.815439
Suburban
Basic
null
7
583
5
2019-10-26 15:21:39.186212
Poor
No
Weekly
Condo
2,144
25,822
31
Female
40,149
Single
3
High School
Self-Employed
40.890974
Rural
Premium
3
0
null
8
2021-03-25 15:21:39.101733
Good
Yes
Daily
Condo
622
25,823
24
Female
1,025
Divorced
1
High School
Self-Employed
null
Rural
Comprehensive
1
14
644
9
2022-12-07 15:21:39.134960
Good
No
Weekly
Condo
1,335
25,824
null
Male
93,462
Divorced
2
Bachelor's
null
18.657975
Urban
Comprehensive
1
0
546
2
2024-02-27 15:21:39.237118
Average
No
Weekly
Condo
258
25,825
43
Female
72,520
Divorced
1
High School
null
32.46586
Rural
Basic
null
1
463
7
2024-03-22 15:21:39.155231
Good
Yes
Weekly
Condo
110
25,826
33
Female
8,094
Married
3
High School
Self-Employed
43.829728
Urban
Basic
1
8
568
1
2020-07-23 15:21:39.172097
Good
Yes
Daily
House
591
25,827
50
Male
80,198
Divorced
2
PhD
null
null
Suburban
Comprehensive
0
0
784
5
2021-11-22 15:21:39.128286
Poor
No
Rarely
House
49
25,828
56
Male
19,944
Single
1
Master's
Self-Employed
26.57125
Urban
Premium
null
9
480
6
2023-05-31 15:21:39.272456
Average
No
Monthly
House
922
25,829
56
Male
35,791
Married
1
High School
null
42.271664
Rural
Premium
0
11
469
5
2023-08-05 15:21:39.111551
Good
Yes
Daily
Apartment
1,639
25,830
55
Female
15,961
Married
null
PhD
Self-Employed
null
Urban
Comprehensive
null
5
708
3
2021-04-26 15:21:39.080440
Good
Yes
Daily
House
2,418
25,831
39
Female
27,863
Single
0
High School
Self-Employed
6.646466
Suburban
Basic
1
0
null
6
2020-11-27 15:21:39.237118
Poor
No
Daily
House
2,108
25,832
22
Male
48,446
Married
4
PhD
null
30.030858
Suburban
Basic
null
3
531
8
2020-02-05 15:21:39.257696
Average
Yes
Daily
Condo
100
25,833
29
Female
3,050
Divorced
3
Bachelor's
Unemployed
20.564265
Urban
Comprehensive
2
0
382
6
2020-11-01 15:21:39.155231
Average
Yes
Weekly
Apartment
1,014
25,834
51
Male
11,417
Single
4
Bachelor's
Unemployed
43.142867
Suburban
Comprehensive
0
6
448
9
2022-04-23 15:21:39.123711
Good
Yes
Weekly
Condo
1,180
25,835
43
Male
17,501
Divorced
null
Bachelor's
Employed
37.135414
Rural
Comprehensive
2
13
786
8
2023-03-30 15:21:39.228521
null
Yes
Daily
Condo
3,485
25,836
30
Female
16,862
Single
null
High School
Unemployed
49.161229
Suburban
Premium
null
7
766
8
2023-04-28 15:21:39.261856
Average
No
Daily
House
1,852
25,837
19
Male
11,597
Married
0
Master's
null
15.838696
Urban
Comprehensive
null
6
810
8
2019-09-24 15:21:39.256696
Good
Yes
Rarely
House
1,118
25,838
57
Female
3,421
Single
1
PhD
Unemployed
13.248428
Urban
Premium
0
6
590
8
2019-10-01 15:21:39.134960
null
Yes
Weekly
House
36
25,839
44
Female
7,982
Divorced
0
PhD
null
30.843235
Rural
Comprehensive
3
11
667
9
2024-08-14 15:21:39.155231
Average
Yes
Weekly
House
2,362
25,840
52
Female
3,367
Single
1
High School
Self-Employed
50.676069
Rural
Comprehensive
0
5
735
4
2022-08-10 15:21:39.256696
Average
Yes
Monthly
House
880
25,841
59
Female
72,903
Married
null
High School
Unemployed
17.639052
Rural
Premium
2
14
391
6
2021-09-19 15:21:39.218388
Average
Yes
Monthly
Apartment
523
25,842
21
Female
97,716
Married
1
High School
Self-Employed
11.684735
Urban
Basic
0
7
null
5
2021-11-23 15:21:39.228521
Poor
Yes
Rarely
Condo
294
25,843
32
Female
4,051
Married
0
Master's
Self-Employed
25.906105
Rural
Premium
1
16
471
6
2022-02-20 15:21:39.102694
Average
No
Monthly
Condo
1,090
25,844
18
Female
30,092
Divorced
3
Master's
Unemployed
47.717269
Rural
Comprehensive
1
14
391
4
2021-02-18 15:21:39.107553
Average
No
Weekly
Apartment
2,210
25,845
41
Male
17,607
Single
2
Master's
Employed
50.258034
Rural
Basic
3
5
804
1
2020-08-30 15:21:39.217387
Poor
Yes
Monthly
House
489
25,846
64
Male
50,404
Single
2
Master's
null
12.095944
Rural
Comprehensive
0
17
307
2
2024-06-30 15:21:39.226954
Good
Yes
Rarely
Condo
2,711
25,847
20
Female
12,054
Single
0
PhD
null
35.91896
Suburban
Premium
1
7
781
1
2020-09-12 15:21:39.237118
Average
Yes
Daily
Condo
940
25,848
27
Female
545
Single
1
Master's
Unemployed
48.470191
Urban
Basic
4
16
754
6
2023-10-02 15:21:39.244069
Poor
Yes
Daily
House
571
25,849
38
Female
26,259
Divorced
0
PhD
Employed
null
Rural
Basic
null
18
488
6
2023-03-27 15:21:39.208842
Good
Yes
Daily
Condo
908
25,850
22
Female
34,733
Single
1
PhD
Unemployed
23.637389
Urban
Comprehensive
1
1
543
4
2021-12-22 15:21:39.178717
Average
Yes
Monthly
Apartment
1,123
25,851
22
Female
12,086
Married
3
PhD
Self-Employed
30.966781
Rural
Comprehensive
1
7
609
2
2024-06-23 15:21:39.183598
Average
Yes
Monthly
Condo
597
25,852
26
Female
37,648
Divorced
null
Bachelor's
Employed
36.812305
Urban
Comprehensive
null
0
null
4
2019-11-04 15:21:39.100695
Poor
Yes
Rarely
House
317
25,853
51
Male
3,223
Divorced
4
High School
Employed
12.843273
Rural
Premium
2
19
null
4
2020-04-24 15:21:39.280784
null
No
Monthly
Condo
2,866
25,854
26
Male
17,375
Divorced
1
High School
Employed
15.158628
Rural
Premium
null
5
673
2
2019-12-08 15:21:39.244069
Poor
No
Weekly
Apartment
551
25,855
54
Male
88,347
Single
2
Master's
null
44.77434
Suburban
Premium
1
1
571
3
2021-10-01 15:21:39.079128
Average
Yes
Monthly
Apartment
128
25,856
18
Male
2,890
Divorced
0
PhD
Unemployed
20.879025
Suburban
Premium
1
0
713
3
2021-05-18 15:21:39.290098
Good
Yes
Weekly
Apartment
3,475
25,857
40
Female
15,284
Single
4
High School
Unemployed
22.346423
Rural
Basic
0
18
451
7
2022-04-15 15:21:39.134960
Poor
No
Weekly
Condo
1,602
25,858
51
Male
1,806
Single
0
PhD
null
12.77122
Suburban
Premium
0
18
815
5
2020-10-25 15:21:39.092127
Poor
Yes
Weekly
Condo
3,363
25,859
38
Male
82,834
Divorced
1
PhD
Self-Employed
21.262064
Rural
Premium
1
14
761
8
2019-09-19 15:21:39.164044
Good
No
Weekly
Apartment
2,069
25,860
34
Female
39,076
Single
null
High School
Employed
17.71167
Suburban
Comprehensive
4
0
585
8
2022-05-05 15:21:39.208842
Average
Yes
Monthly
Apartment
706
25,861
28
Male
25,563
Divorced
1
Master's
Self-Employed
26.073039
Rural
Basic
0
12
504
8
2021-04-11 15:21:39.254678
Average
No
Weekly
House
82
25,862
36
Male
46,338
Married
3
Bachelor's
null
18.790179
Urban
Basic
1
12
518
1
2020-09-18 15:21:39.095696
Good
No
Weekly
Condo
434
25,863
35
Female
28,418
Divorced
3
Bachelor's
Employed
14.988744
Rural
Premium
0
15
414
2
2020-07-13 15:21:39.168099
Poor
No
Rarely
Apartment
959
25,864
61
Male
23,188
Married
1
PhD
Employed
24.817472
Urban
Comprehensive
1
7
592
4
2021-04-06 15:21:39.181605
Poor
Yes
Weekly
Condo
40
25,865
33
Male
3,240
Single
null
High School
null
20.982321
Urban
Comprehensive
2
16
794
7
2022-11-18 15:21:39.254678
Good
No
Monthly
House
2,672
25,866
22
Female
18,053
Single
4
PhD
Self-Employed
5.719521
Rural
Basic
null
11
449
9
2024-08-13 15:21:39.237118
null
Yes
Monthly
Apartment
632
25,867
42
Male
null
Single
3
Bachelor's
Employed
21.935164
Rural
Basic
1
10
705
4
2023-08-21 15:21:39.097737
Average
Yes
Rarely
House
131
25,868
53
Female
6,820
Divorced
0
Master's
null
12.974667
Rural
Basic
2
18
null
3
2024-08-13 15:21:39.155231
Average
Yes
Rarely
Apartment
1,042
25,869
55
Female
3,649
Divorced
4
PhD
null
35.735189
Urban
Comprehensive
null
0
null
8
2021-03-08 15:21:39.134960
Average
No
Monthly
House
2,113
25,870
52
Female
5,873
Single
null
Master's
null
24.566827
Rural
Comprehensive
null
15
495
4
2023-12-12 15:21:39.190215
Good
No
Daily
House
2,215
25,871
42
Female
17,073
Married
0
High School
Unemployed
31.4499
Urban
Basic
1
15
622
8
2022-02-15 15:21:39.134960
Good
Yes
Daily
Condo
604
25,872
30
Male
2,390
Married
4
PhD
null
12.722796
Suburban
Comprehensive
3
12
468
8
2021-12-04 15:21:39.237118
Good
Yes
Rarely
Condo
1,022
25,873
51
Male
3,910
Married
3
Bachelor's
Employed
8.912129
Urban
Premium
2
9
678
8
2024-01-03 15:21:39.290098
Poor
No
Daily
Apartment
38
25,874
41
Female
1,449
Married
3
PhD
Self-Employed
7.169639
Suburban
Basic
null
14
522
6
2020-03-07 15:21:39.133866
Good
Yes
Weekly
Apartment
1,829
25,875
28
Female
43,923
Single
3
High School
null
21.890286
Urban
Premium
0
19
null
1
2021-06-10 15:21:39.091080
Poor
No
Daily
Condo
1,029
25,876
61
Male
64,468
Divorced
2
Bachelor's
Unemployed
14.09511
Suburban
Basic
0
1
422
2
2024-01-24 15:21:39.098696
Average
Yes
Monthly
Apartment
612
25,877
59
Male
36,108
Married
null
High School
Self-Employed
18.839604
Suburban
Comprehensive
0
4
588
9
2021-08-11 15:21:39.143476
Poor
Yes
Weekly
Condo
106
25,878
45
Female
58,926
Divorced
2
High School
Self-Employed
37.47715
Urban
Premium
4
19
367
4
2021-04-19 15:21:39.150730
Average
No
Daily
House
510
25,879
55
Female
16,111
Married
0
High School
null
28.127933
Urban
Comprehensive
null
15
706
9
2020-05-20 15:21:39.155231
Average
No
Rarely
House
1,705
25,880
28
Male
6,789
Divorced
0
PhD
null
16.247412
Suburban
Basic
1
17
632
6
2020-11-24 15:21:39.155231
Good
Yes
Daily
Condo
485
25,881
58
Male
40,454
Divorced
4
Master's
Unemployed
24.837893
Rural
Basic
3
11
554
5
2019-10-01 15:21:39.169102
Poor
No
Monthly
Apartment
1,497
25,882
51
Male
49
Divorced
0
Master's
Employed
15.157638
Suburban
Basic
1
14
621
4
2023-10-04 15:21:39.084065
Good
Yes
Rarely
House
2,919
25,883
55
Male
9,409
Married
3
Master's
Employed
45.760968
Suburban
Basic
3
12
831
9
2023-09-04 15:21:39.205850
Good
No
Rarely
Condo
290
25,884
35
Female
35,706
Married
2
Bachelor's
Unemployed
39.315427
Rural
Basic
2
11
814
2
2021-10-20 15:21:39.188220
Poor
No
Weekly
Condo
1,377
25,885
63
Male
36,193
Single
0
PhD
Employed
27.690987
Urban
Basic
null
7
699
4
2021-11-20 15:21:39.155231
Good
No
Rarely
House
2,161
25,886
53
Female
12,388
Married
4
Master's
Self-Employed
16.638383
Urban
Comprehensive
0
18
513
3
2021-11-10 15:21:39.098696
Average
Yes
Daily
House
602
25,887
44
Male
6,465
Married
1
PhD
Unemployed
50.638894
Rural
Basic
null
16
null
3
2024-02-27 15:21:39.253660
Poor
Yes
Rarely
House
615
25,888
43
Male
14,991
Married
3
Bachelor's
null
19.619401
Rural
Premium
null
3
682
6
2021-11-05 15:21:39.175719
Good
Yes
Rarely
Apartment
565
25,889
29
Female
35,896
Single
4
High School
Unemployed
26.653276
Rural
Premium
0
12
null
1
2020-03-21 15:21:39.212862
Good
Yes
Rarely
Apartment
449
25,890
64
Male
44,650
Divorced
2
PhD
null
10.142315
Rural
Premium
0
0
330
2
2021-11-29 15:21:39.268507
Average
No
Monthly
House
996
25,891
62
Female
136,497
Single
4
High School
null
null
Suburban
Premium
null
8
790
3
2022-04-29 15:21:39.122134
Average
No
Daily
Condo
2,090
25,892
23
Male
20,676
Single
4
High School
Unemployed
6.818462
Urban
Basic
1
10
658
8
2023-12-14 15:21:39.094752
Poor
No
Daily
House
1,338
25,893
56
Female
64,803
Single
1
High School
Unemployed
25.889819
Rural
Basic
2
13
734
2
2022-12-09 15:21:39.166062
Average
No
Daily
Apartment
436
25,894
40
Male
43,838
Single
3
PhD
Employed
31.783321
Suburban
Premium
3
13
799
8
2020-07-03 15:21:39.192212
Poor
No
Monthly
House
1,784
25,895
53
Female
36,267
Married
2
Bachelor's
null
20.098554
Suburban
Premium
0
3
493
3
2022-02-07 15:21:39.134960
Poor
Yes
Daily
Apartment
382
25,896
33
Male
85,860
Divorced
2
Master's
null
8.744332
Urban
Premium
2
18
597
5
2020-09-26 15:21:39.155231
Average
Yes
Daily
Apartment
22
25,897
60
Female
139,922
Single
4
Master's
Employed
23.622954
Urban
Premium
0
12
364
4
2023-09-13 15:21:39.237118
Poor
Yes
Monthly
House
1,436
25,898
63
Male
1,315
Married
1
High School
null
null
Suburban
Basic
1
17
798
2
2023-03-04 15:21:39.237118
Good
No
Weekly
House
885
25,899
35
Male
28,785
Single
1
High School
Unemployed
null
Rural
Basic
null
8
null
8
2022-10-25 15:21:39.177724
Good
Yes
Daily
Condo
1,684