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
18,600
44
Female
4,538
Married
0
Bachelor's
Self-Employed
42.848386
Suburban
Basic
0
1
788
8
2023-03-18 15:21:39.237118
Good
Yes
Rarely
House
2,580
18,601
41
Male
2,833
Married
0
High School
null
17.564151
Rural
Premium
2
7
796
4
2021-08-08 15:21:39.248098
Average
Yes
Rarely
House
473
18,602
52
Male
14,791
Single
2
High School
null
48.487436
Suburban
Comprehensive
null
3
478
5
2020-10-28 15:21:39.244069
null
Yes
Monthly
House
1,713
18,603
null
Male
2,692
Single
3
Master's
null
11.133879
Rural
Premium
1
6
658
7
2019-12-01 15:21:39.182597
Good
No
Weekly
Condo
2,051
18,604
53
Male
76,421
Divorced
2
PhD
Unemployed
12.296738
Suburban
Comprehensive
0
0
338
5
2024-06-22 15:21:39.237118
Average
No
Weekly
Apartment
1,406
18,605
48
Male
1,796
Single
3
Master's
Self-Employed
11.817434
Rural
Comprehensive
0
0
341
3
2019-09-22 15:21:39.111551
Poor
Yes
Weekly
Condo
907
18,606
46
Female
23,258
Divorced
0
Bachelor's
Self-Employed
39.772161
Rural
Basic
null
12
786
3
2020-05-23 15:21:39.155231
Good
Yes
Weekly
Condo
638
18,607
56
Male
3,431
Divorced
2
PhD
Self-Employed
4.947132
Rural
Basic
null
14
469
7
2021-12-10 15:21:39.134960
Good
Yes
Monthly
Condo
586
18,608
47
Male
24,965
Single
0
PhD
Unemployed
19.39301
Urban
Basic
1
6
549
3
2021-12-14 15:21:39.155231
Poor
No
Monthly
House
1,257
18,609
34
Female
91,336
Divorced
0
High School
Employed
38.630518
Rural
Basic
0
4
324
7
2021-10-22 15:21:39.288099
Good
Yes
Daily
Apartment
551
18,610
34
Male
6,880
Divorced
3
Bachelor's
null
23.988887
Suburban
Comprehensive
1
15
848
3
2021-02-19 15:21:39.279729
Average
No
Monthly
Condo
956
18,611
54
Female
12,073
Single
3
Bachelor's
Employed
21.928005
Rural
Comprehensive
1
13
442
1
2019-11-26 15:21:39.134960
Poor
No
Rarely
Condo
1,241
18,612
51
Male
56,478
Married
3
Master's
null
39.724432
Urban
Basic
2
7
749
5
2021-03-20 15:21:39.106582
Average
Yes
Daily
House
23
18,613
42
Male
null
null
1
Master's
null
14.050033
Rural
Basic
1
19
461
6
2020-06-22 15:21:39.113566
Average
Yes
Monthly
Condo
2,472
18,614
25
Male
75,743
null
1
Bachelor's
null
16.062229
Rural
Comprehensive
1
12
398
3
2023-03-27 15:21:39.258696
Poor
Yes
Daily
Apartment
786
18,615
37
Male
2,819
Married
1
PhD
Self-Employed
30.622942
Rural
Comprehensive
2
13
659
5
2024-03-18 15:21:39.173834
Good
No
Weekly
Apartment
1,126
18,616
28
Male
37,389
Married
3
High School
Unemployed
48.582546
Suburban
Basic
null
1
708
8
2021-01-03 15:21:39.155231
Average
Yes
Rarely
Apartment
1,497
18,617
52
Female
9,076
Single
1
Master's
null
19.593364
Rural
Premium
0
1
null
9
2023-07-01 15:21:39.273973
Poor
No
Rarely
House
474
18,618
34
Female
15,882
Married
4
Bachelor's
Self-Employed
24.894579
Rural
Premium
2
13
848
8
2022-07-20 15:21:39.223901
Good
No
Rarely
Apartment
1,261
18,619
50
Female
47,434
Divorced
0
Master's
Unemployed
38.227895
Urban
Basic
1
19
569
3
2019-12-20 15:21:39.268507
null
No
Daily
Apartment
3,237
18,620
19
Male
27,791
Single
4
Master's
null
30.133591
Suburban
Comprehensive
1
18
514
9
2022-03-19 15:21:39.144722
Average
No
Weekly
Apartment
199
18,621
52
Female
62,981
Divorced
4
Master's
Unemployed
41.076159
Urban
Comprehensive
1
14
638
6
2019-08-28 15:21:39.225916
Good
Yes
Daily
House
2,586
18,622
54
Male
5,902
Single
1
Master's
Employed
10.591226
Suburban
Comprehensive
3
17
494
6
2021-01-14 15:21:39.174719
Good
Yes
Daily
Apartment
1,314
18,623
32
Male
3,852
Divorced
4
Bachelor's
Employed
8.797826
Rural
Premium
null
2
441
6
2019-10-07 15:21:39.155231
Good
Yes
Rarely
Apartment
803
18,624
23
Female
44,967
Married
3
PhD
null
22.827551
Suburban
Premium
1
11
557
5
2020-03-12 15:21:39.134960
Average
No
Weekly
House
1,605
18,625
24
Male
7,564
Married
2
High School
Employed
35.766237
Rural
Basic
1
6
null
9
2022-07-18 15:21:39.281787
Average
Yes
Weekly
Condo
382
18,626
54
Male
40,208
Single
1
Master's
Employed
12.01055
Rural
Basic
0
14
596
7
2021-05-31 15:21:39.278402
Poor
No
Rarely
Apartment
2,258
18,627
23
Female
3,298
Single
0
Master's
Unemployed
null
Urban
Basic
0
11
486
6
2023-10-05 15:21:39.221386
Average
Yes
Monthly
Apartment
1,346
18,628
54
Female
null
Divorced
4
PhD
Self-Employed
9.013032
Urban
Basic
1
13
377
2
2023-05-06 15:21:39.085129
Average
No
Weekly
Condo
116
18,629
55
Female
18,087
Single
null
PhD
Employed
44.492706
Urban
Basic
null
12
684
5
2022-11-11 15:21:39.089116
Poor
Yes
Daily
Condo
40
18,630
31
Male
45,987
Married
1
Bachelor's
Self-Employed
26.744137
Urban
Comprehensive
0
5
778
3
2022-11-19 15:21:39.221386
Average
Yes
Weekly
House
531
18,631
22
Female
125,970
Married
0
High School
null
50.25697
Suburban
Premium
null
17
351
7
2023-12-04 15:21:39.237118
Good
Yes
Weekly
Apartment
1,290
18,632
26
Male
31,470
Divorced
0
Master's
Self-Employed
26.590194
Rural
Basic
1
13
null
9
2022-04-12 15:21:39.267454
Average
No
Weekly
Condo
2,748
18,633
64
Female
3,570
Divorced
3
Bachelor's
null
22.583233
Urban
Premium
2
1
484
6
2019-11-29 15:21:39.079128
Average
No
Rarely
Apartment
183
18,634
19
Female
29,892
Divorced
4
High School
Self-Employed
19.991209
Suburban
Comprehensive
0
13
427
5
2019-10-25 15:21:39.204790
Good
Yes
Weekly
Apartment
1,626
18,635
25
Male
5,912
Single
2
Master's
Unemployed
33.09483
Rural
Premium
0
5
544
8
2022-10-22 15:21:39.134960
Poor
Yes
Daily
Condo
1,118
18,636
35
Female
23,316
Divorced
2
Bachelor's
null
10.957779
Rural
Basic
0
4
301
4
2019-12-26 15:21:39.266452
Poor
Yes
Rarely
House
472
18,637
35
Female
27,387
Married
3
Bachelor's
null
18.922182
Suburban
Comprehensive
null
8
null
2
2021-11-04 15:21:39.120168
Poor
No
Daily
House
312
18,638
22
Male
39,746
Divorced
0
Bachelor's
Employed
22.976131
Urban
Comprehensive
0
15
577
6
2019-12-18 15:21:39.154008
Poor
Yes
Daily
House
798
18,639
50
Female
20,861
Divorced
3
Master's
Self-Employed
34.424439
Suburban
Basic
1
3
678
7
2022-03-13 15:21:39.175719
Poor
Yes
Weekly
Apartment
818
18,640
40
Female
3,884
Single
2
Bachelor's
Self-Employed
16.150085
Rural
Premium
2
18
null
9
2020-11-16 15:21:39.237118
Good
Yes
Monthly
Condo
2,153
18,641
40
Female
27,991
Divorced
0
Master's
null
31.937186
Urban
Basic
0
2
null
9
2022-05-10 15:21:39.237118
Average
Yes
Monthly
House
442
18,642
20
Female
91,904
Married
3
PhD
Unemployed
12.677481
Rural
Comprehensive
0
3
705
6
2019-12-27 15:21:39.221386
Average
Yes
Monthly
Condo
2,103
18,643
28
Male
27,180
Divorced
1
PhD
null
5.798058
Suburban
Basic
null
17
477
6
2022-12-23 15:21:39.271453
Average
Yes
Weekly
Condo
216
18,644
28
Male
101,065
Divorced
2
High School
null
25.078141
Urban
Comprehensive
1
11
452
4
2021-01-26 15:21:39.155231
Good
No
Rarely
Apartment
1,748
18,645
59
Female
51,337
Single
1
Master's
null
45.062204
Suburban
Comprehensive
null
12
364
2
2022-08-29 15:21:39.122134
Good
No
Weekly
Apartment
2,053
18,646
64
Female
5,071
Divorced
0
Bachelor's
Employed
27.897388
Suburban
Basic
0
14
603
9
2020-05-30 15:21:39.134960
Poor
No
Daily
House
1,628
18,647
26
Male
null
Married
3
Bachelor's
Employed
18.72328
Suburban
Basic
null
14
785
1
2022-09-29 15:21:39.198406
Poor
Yes
Rarely
Condo
273
18,648
58
Female
28,665
Single
4
Master's
null
32.684739
Urban
Comprehensive
1
18
451
5
2020-01-28 15:21:39.213373
Average
No
Rarely
Apartment
652
18,649
22
Female
15,585
Married
4
Bachelor's
Unemployed
35.996588
Suburban
Basic
0
19
null
8
2020-08-16 15:21:39.155231
Poor
Yes
Daily
Apartment
1,152
18,650
50
Male
32,572
Single
4
PhD
Employed
35.080169
Rural
Basic
3
15
480
5
2023-08-12 15:21:39.134960
Good
No
Weekly
House
1,287
18,651
39
Male
28,861
Divorced
4
Bachelor's
Employed
25.752028
Rural
Basic
0
0
723
2
2020-07-18 15:21:39.253660
Good
Yes
Weekly
House
622
18,652
60
Male
45,939
Single
null
PhD
Unemployed
24.653728
Rural
Premium
null
16
838
5
2024-01-10 15:21:39.261856
Poor
Yes
Rarely
House
535
18,653
46
Female
23,736
Single
0
High School
null
50.522318
Suburban
Comprehensive
null
11
400
3
2023-06-11 15:21:39.249100
Average
No
Monthly
House
668
18,654
39
Female
10,892
Married
3
Bachelor's
null
40.788454
Suburban
Basic
1
18
498
5
2024-05-09 15:21:39.134960
Poor
No
Daily
House
25
18,655
54
Female
18,319
Single
1
Bachelor's
null
28.738883
Suburban
Basic
2
5
558
9
2020-07-04 15:21:39.279729
Poor
Yes
Monthly
Apartment
1,180
18,656
58
Female
23,188
Single
3
PhD
null
19.038743
Rural
Basic
null
1
null
5
2020-08-18 15:21:39.231531
Good
No
Daily
Apartment
1,133
18,657
37
Male
71,269
Single
2
Master's
Unemployed
13.67497
Urban
Basic
4
8
762
5
2022-04-08 15:21:39.151732
Poor
Yes
Daily
Apartment
3,167
18,658
61
Male
37,881
Divorced
4
PhD
Self-Employed
8.959084
Urban
Premium
0
12
751
1
2023-08-08 15:21:39.246098
Poor
Yes
Weekly
Apartment
1,363
18,659
26
Female
18,187
Single
2
Bachelor's
Self-Employed
11.680049
Suburban
Basic
2
12
808
7
2021-06-05 15:21:39.285112
Poor
Yes
Monthly
House
48
18,660
26
Female
6,072
Married
2
High School
null
49.383478
Urban
Premium
1
7
null
2
2020-07-20 15:21:39.252145
Poor
Yes
Daily
House
1,391
18,661
42
Male
141,061
Divorced
3
Bachelor's
Employed
null
Rural
Basic
0
12
790
3
2024-01-16 15:21:39.216387
Good
No
Daily
House
431
18,662
39
Female
128,850
Divorced
0
Master's
Employed
24.769774
Urban
Basic
1
14
697
2
2020-02-23 15:21:39.237118
null
Yes
Monthly
Condo
2,141
18,663
43
Female
27,293
Divorced
0
PhD
null
null
Urban
Basic
null
14
514
6
2020-01-25 15:21:39.134960
Good
Yes
Rarely
House
1,034
18,664
41
Female
8,864
Married
1
PhD
null
35.785525
Urban
Comprehensive
3
10
584
1
2024-04-22 15:21:39.134960
null
Yes
Monthly
Condo
984
18,665
23
Female
60,975
Single
3
Master's
Employed
38.38362
Suburban
Premium
1
15
397
7
2022-12-26 15:21:39.134960
Poor
No
Weekly
House
2,989
18,666
61
Female
20,891
Married
1
Master's
Employed
49.285529
Rural
Comprehensive
2
2
695
4
2022-01-05 15:21:39.096739
Good
No
Monthly
Apartment
1,170
18,667
49
Female
50,933
Married
null
PhD
null
11.633136
Urban
Comprehensive
0
1
513
8
2019-12-12 15:21:39.131192
Good
Yes
Weekly
Condo
345
18,668
32
Male
483
Single
2
High School
Employed
17.895741
Rural
Comprehensive
1
11
459
2
2022-05-08 15:21:39.237118
Average
No
Monthly
Apartment
3,353
18,669
40
Female
35
Married
4
Bachelor's
Employed
23.990018
Suburban
Premium
0
13
496
5
2019-10-31 15:21:39.237118
Poor
Yes
Daily
House
1,780
18,670
54
Male
10,082
Divorced
4
PhD
Employed
3.1213
Rural
Comprehensive
2
3
639
8
2021-07-17 15:21:39.148733
null
No
Weekly
Condo
1,374
18,671
37
Male
50,847
Married
3
PhD
Self-Employed
50.790661
Suburban
Basic
null
11
551
3
2021-01-10 15:21:39.097737
Average
Yes
Weekly
Apartment
2,894
18,672
41
Male
43,429
Divorced
4
Master's
Self-Employed
19.442711
Rural
Premium
4
5
632
7
2023-06-25 15:21:39.190215
Poor
Yes
Rarely
House
1,229
18,673
32
Male
131,257
Divorced
null
PhD
Employed
22.695934
Rural
Basic
0
5
697
5
2024-07-14 15:21:39.155231
Poor
No
Monthly
Apartment
205
18,674
18
Male
24,761
Married
0
High School
Unemployed
35.29204
Suburban
Comprehensive
0
10
734
3
2020-06-03 15:21:39.155231
null
Yes
Rarely
House
573
18,675
26
Female
41,204
Married
0
Master's
Unemployed
40.939298
Urban
Basic
null
8
782
8
2022-12-11 15:21:39.216387
Good
Yes
Monthly
House
227
18,676
20
Female
18,759
Divorced
2
PhD
Unemployed
null
Rural
Comprehensive
null
1
584
8
2024-06-09 15:21:39.152732
Poor
No
Monthly
Apartment
1,092
18,677
59
Male
24,885
Single
4
PhD
Employed
10.309769
Suburban
Basic
null
8
554
5
2021-06-27 15:21:39.222387
Good
Yes
Daily
Apartment
1,224
18,678
52
Male
12,073
Single
2
Master's
null
14.927956
Urban
Comprehensive
0
0
647
8
2021-09-03 15:21:39.167099
null
Yes
Rarely
House
29
18,679
43
Female
22,520
Divorced
0
Master's
Self-Employed
26.389727
Urban
Basic
null
18
807
6
2020-06-25 15:21:39.155231
Good
No
Rarely
House
884
18,680
32
Female
17,492
Single
3
PhD
Self-Employed
25.824474
Rural
Basic
null
10
585
1
2021-04-19 15:21:39.226954
Poor
No
Monthly
Apartment
742
18,681
39
Male
33,916
Married
0
PhD
null
8.477922
Urban
Comprehensive
null
10
818
8
2021-10-14 15:21:39.277975
Poor
Yes
Monthly
House
607
18,682
44
Male
28,991
Married
0
Master's
null
14.715572
Rural
Premium
1
12
519
3
2020-05-25 15:21:39.237118
Poor
Yes
Monthly
Apartment
565
18,683
32
Female
62,201
Divorced
1
High School
Unemployed
9.612854
Suburban
Premium
null
18
641
6
2024-04-06 15:21:39.091080
Poor
Yes
Rarely
Apartment
198
18,684
26
Female
20,086
Single
1
Master's
Employed
22.567724
Urban
Comprehensive
1
10
570
4
2022-10-06 15:21:39.155231
Average
No
Daily
House
110
18,685
29
Female
23,861
Married
1
Bachelor's
null
null
Rural
Comprehensive
1
10
647
8
2023-04-29 15:21:39.134960
Good
Yes
Daily
Condo
878
18,686
64
Female
1,316
Single
2
PhD
null
24.723183
Suburban
Comprehensive
2
12
null
3
2022-08-30 15:21:39.134960
Average
Yes
Daily
House
515
18,687
50
Male
28,991
Single
2
High School
null
21.75496
Rural
Comprehensive
1
1
548
8
2023-06-19 15:21:39.167099
Poor
Yes
Rarely
Apartment
1,309
18,688
33
Female
3,775
Single
4
Master's
Employed
3.680146
Rural
Comprehensive
null
11
683
5
2021-01-30 15:21:39.155231
Average
Yes
Rarely
Apartment
2,767
18,689
46
Male
71,488
Single
2
Bachelor's
null
50.83942
Urban
Basic
2
16
849
7
2023-11-12 15:21:39.146733
Good
No
Rarely
Condo
367
18,690
45
Male
24,983
Divorced
1
PhD
Unemployed
25.84313
Suburban
Premium
0
12
584
2
2021-10-13 15:21:39.094752
Good
Yes
Monthly
Apartment
788
18,691
51
Female
27,276
Divorced
1
Bachelor's
Self-Employed
35.121741
Urban
Premium
0
10
null
7
2021-09-12 15:21:39.272456
Good
Yes
Rarely
Apartment
755
18,692
23
Male
51,473
Married
1
PhD
Unemployed
11.411323
Urban
Premium
0
13
366
4
2022-07-22 15:21:39.116179
Poor
Yes
Monthly
Apartment
30
18,693
35
Female
45,973
Married
2
PhD
null
9.895559
Urban
Basic
1
4
654
6
2024-03-19 15:21:39.107553
Good
No
Rarely
House
1,509
18,694
63
Female
17,054
Single
4
High School
Unemployed
27.988659
Suburban
Premium
null
15
null
9
2022-09-17 15:21:39.134960
Average
Yes
Rarely
Condo
1,041
18,695
58
Female
25,465
Single
2
Bachelor's
null
19.94602
Urban
Basic
1
9
null
8
2021-01-22 15:21:39.100695
null
Yes
Rarely
Condo
48
18,696
47
Male
null
Divorced
2
Bachelor's
Self-Employed
37.038408
Urban
Comprehensive
3
6
730
8
2019-12-05 15:21:39.123711
Average
Yes
Weekly
Condo
3,321
18,697
38
Male
3,637
Divorced
4
High School
null
7.283787
Rural
Basic
null
16
null
7
2023-05-02 15:21:39.210805
Good
No
Daily
House
283
18,698
48
Female
24,996
Single
2
Master's
Self-Employed
14.99847
Rural
Basic
null
16
696
9
2021-10-06 15:21:39.079128
Average
Yes
Rarely
Condo
2,268
18,699
38
Female
84,551
Divorced
3
Master's
Employed
16.778619
Rural
Premium
2
10
337
2
2020-09-30 15:21:39.218388
Poor
No
Daily
Apartment
793