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
29,500
58
Female
4,909
Divorced
4
PhD
Unemployed
33.895777
Suburban
Comprehensive
0
9
585
6
2021-07-22 15:21:39.237118
null
Yes
Weekly
Condo
437
29,501
22
Female
8,908
Single
null
PhD
Unemployed
16.252032
Urban
Basic
1
0
553
7
2020-05-24 15:21:39.282785
Good
No
Weekly
Condo
456
29,502
23
Female
34,369
Single
2
High School
Self-Employed
47.666817
Suburban
Premium
1
6
590
3
2021-12-17 15:21:39.167099
Average
Yes
Monthly
Condo
944
29,503
46
Female
3,541
Married
3
Master's
Unemployed
30.049892
Suburban
Basic
0
5
609
7
2022-05-06 15:21:39.209847
Good
No
Daily
House
2,674
29,504
20
Female
17,096
Single
null
Master's
Employed
28.908932
Rural
Comprehensive
0
1
518
2
2023-01-21 15:21:39.155231
Poor
No
Monthly
House
1,052
29,505
29
Male
37,254
Divorced
3
High School
Self-Employed
45.41583
Suburban
Comprehensive
1
11
668
9
2021-01-24 15:21:39.132191
Poor
No
Rarely
Apartment
1,336
29,506
26
Female
43,715
Divorced
4
Bachelor's
Unemployed
11.907224
Rural
Basic
1
1
739
6
2020-11-18 15:21:39.274993
Poor
No
Daily
House
651
29,507
25
Female
4,732
Single
2
Bachelor's
Self-Employed
50.826987
Suburban
Premium
2
1
null
9
2022-05-13 15:21:39.279729
Good
No
Weekly
House
622
29,508
58
Female
3,801
Divorced
4
Master's
Employed
32.92645
Suburban
Premium
2
11
681
1
2020-12-22 15:21:39.134960
Good
Yes
Weekly
House
3,870
29,509
39
Male
29,539
Married
4
High School
Self-Employed
13.979424
Rural
Comprehensive
null
17
671
5
2020-02-14 15:21:39.092127
Poor
No
Monthly
Apartment
631
29,510
56
Male
91,673
Single
0
High School
null
11.71766
Suburban
Basic
2
16
826
2
2021-08-26 15:21:39.095696
Good
Yes
Rarely
Condo
23
29,511
47
Female
12,322
Single
3
Master's
Self-Employed
27.588097
Rural
Premium
0
1
359
6
2023-04-14 15:21:39.256696
Poor
Yes
Weekly
Condo
1,028
29,512
36
Male
11,350
Single
null
PhD
null
22.81655
Rural
Comprehensive
0
1
847
6
2022-07-12 15:21:39.134960
Poor
Yes
Rarely
House
664
29,513
29
Male
16,034
Divorced
3
Master's
Self-Employed
12.873232
Suburban
Basic
1
6
619
9
2020-06-22 15:21:39.226954
Average
Yes
Daily
Apartment
735
29,514
20
Male
11,986
Divorced
0
High School
Unemployed
25.417418
Suburban
Comprehensive
1
8
519
7
2023-05-27 15:21:39.276901
Average
No
Daily
Apartment
714
29,515
44
Male
28,983
Married
1
Master's
Unemployed
19.723279
Urban
Premium
0
16
699
4
2020-08-16 15:21:39.134960
Poor
No
Weekly
Apartment
881
29,516
36
Female
47,833
Single
0
PhD
Self-Employed
27.927597
Suburban
Premium
null
17
375
8
2023-10-30 15:21:39.224915
Poor
Yes
Monthly
Condo
1,263
29,517
43
Female
35,123
Married
0
Bachelor's
Employed
17.054453
Suburban
Comprehensive
null
2
819
4
2021-03-13 15:21:39.218388
Average
No
Monthly
Apartment
1,069
29,518
55
Male
null
Divorced
4
Master's
Unemployed
12.23225
Urban
Premium
null
8
695
3
2019-09-18 15:21:39.255696
Poor
Yes
Weekly
Condo
373
29,519
48
Female
3,734
Married
0
Master's
Self-Employed
6.910058
Rural
Comprehensive
2
2
null
2
2023-02-15 15:21:39.143708
Average
No
Weekly
House
3,733
29,520
51
Male
2,161
Single
2
PhD
Unemployed
11.913704
Rural
Basic
2
3
516
6
2022-10-05 15:21:39.155231
Poor
Yes
Rarely
Apartment
20
29,521
47
Male
20,229
Divorced
1
Bachelor's
Employed
18.5474
Suburban
Basic
1
0
813
4
2019-11-07 15:21:39.149731
Average
Yes
Monthly
Apartment
1,367
29,522
58
Male
70,426
Divorced
1
High School
Employed
18.69171
Urban
Premium
null
14
397
6
2020-05-19 15:21:39.274993
Average
No
Daily
Condo
2,047
29,523
38
Female
36,316
Married
4
High School
Self-Employed
19.158619
Urban
Premium
null
13
null
5
2023-03-02 15:21:39.114118
Average
Yes
Rarely
Apartment
1,836
29,524
56
Female
123,953
Divorced
4
High School
Self-Employed
14.640917
Urban
Premium
1
12
338
5
2021-06-13 15:21:39.133866
Poor
No
Daily
Condo
3,255
29,525
38
Female
37,335
Single
3
Bachelor's
Unemployed
29.695758
Urban
Basic
null
9
763
7
2022-12-05 15:21:39.112553
Good
No
Rarely
Apartment
813
29,526
47
Male
33,851
Single
4
Bachelor's
null
22.471229
Urban
Basic
null
0
679
5
2021-07-10 15:21:39.120168
Good
Yes
Rarely
House
987
29,527
23
Male
139,923
Married
1
Master's
null
29.074763
Suburban
Premium
0
15
null
4
2024-07-10 15:21:39.176717
Average
Yes
Monthly
Condo
110
29,528
43
Male
4,881
Single
1
High School
Unemployed
33.278989
Urban
Basic
3
4
null
1
2023-02-20 15:21:39.237118
Good
No
Rarely
Condo
1,414
29,529
58
Female
10,086
Married
null
Master's
Employed
32.882024
Urban
Comprehensive
0
4
614
4
2024-01-03 15:21:39.173661
Poor
No
Monthly
House
1,377
29,530
48
Male
39,224
Divorced
2
Master's
Unemployed
31.64004
Suburban
Premium
null
17
512
5
2019-10-22 15:21:39.244069
Poor
No
Monthly
Condo
573
29,531
37
Male
1,077
Single
3
High School
Employed
null
Urban
Basic
3
7
684
8
2020-05-08 15:21:39.237118
Average
No
Weekly
House
856
29,532
59
Female
28,200
Divorced
4
Master's
Unemployed
18.735288
Suburban
Premium
2
4
null
7
2021-04-12 15:21:39.188220
Average
Yes
Monthly
House
1,743
29,533
21
Male
83,755
Single
1
High School
Unemployed
21.836126
Suburban
Basic
null
6
734
2
2023-12-15 15:21:39.085129
Good
Yes
Weekly
Apartment
395
29,534
19
Female
18,461
Married
3
Master's
Self-Employed
14.143764
Suburban
Comprehensive
null
3
439
6
2024-02-11 15:21:39.134960
Average
No
Rarely
Apartment
782
29,535
42
Female
12,071
Married
1
Bachelor's
null
35.987417
Urban
Basic
0
11
776
8
2024-05-30 15:21:39.290098
Poor
Yes
Rarely
Apartment
753
29,536
20
Female
24,658
Divorced
0
PhD
null
42.71143
Rural
Basic
null
1
657
1
2022-01-24 15:21:39.246098
Average
Yes
Rarely
House
150
29,537
27
Female
45,102
Divorced
3
Bachelor's
Employed
27.887226
Rural
Basic
3
7
734
7
2024-07-11 15:21:39.155231
Good
Yes
Daily
House
393
29,538
20
Female
86,811
Single
3
Master's
Self-Employed
37.996692
Suburban
Comprehensive
0
2
470
5
2019-10-17 15:21:39.128286
Poor
No
Rarely
Condo
2,866
29,539
61
Female
4,976
Divorced
4
Master's
null
23.527152
Suburban
Premium
2
6
496
7
2020-03-01 15:21:39.082499
Average
Yes
Weekly
Apartment
649
29,540
44
Male
115,711
Single
3
Master's
Unemployed
31.916739
Urban
Basic
0
8
419
2
2020-12-09 15:21:39.145732
Average
Yes
Monthly
Condo
522
29,541
64
Male
14,097
Single
4
PhD
Employed
null
Rural
Premium
1
17
790
4
2020-02-02 15:21:39.188220
Average
No
Monthly
Condo
602
29,542
61
Female
3,425
Married
3
Master's
null
47.094507
Suburban
Premium
0
13
554
9
2020-08-15 15:21:39.220389
Poor
No
Weekly
Apartment
323
29,543
21
Male
2,714
Single
4
PhD
Unemployed
41.615971
Rural
Comprehensive
null
6
365
8
2022-11-22 15:21:39.155231
Good
No
Rarely
Condo
632
29,544
29
Male
30,028
Married
2
PhD
Self-Employed
41.879125
Urban
Premium
null
0
724
4
2023-11-03 15:21:39.100695
Average
Yes
Weekly
Condo
2,003
29,545
34
Male
14,077
Single
0
Master's
null
15.143587
Urban
Basic
null
10
773
9
2022-12-13 15:21:39.244069
Average
Yes
Weekly
Apartment
602
29,546
53
Female
1,258
Divorced
null
PhD
Employed
null
Rural
Premium
1
15
655
9
2022-03-05 15:21:39.148733
Average
Yes
Monthly
Apartment
2,780
29,547
58
Male
2,789
Divorced
3
Master's
Unemployed
45.612837
Rural
Basic
0
18
null
7
2022-09-01 15:21:39.245086
Poor
No
Rarely
Condo
1,879
29,548
60
Female
75,887
Divorced
1
Bachelor's
null
45.397501
Rural
Comprehensive
2
8
788
5
2021-01-26 15:21:39.254678
Average
Yes
Monthly
House
20
29,549
23
Male
70,829
Single
2
High School
Self-Employed
36.178026
Rural
Comprehensive
2
7
442
3
2023-10-23 15:21:39.224915
Poor
Yes
Weekly
House
951
29,550
56
Male
44,998
Married
4
High School
Unemployed
null
Rural
Comprehensive
2
17
null
4
2021-02-02 15:21:39.222387
Average
No
Weekly
Condo
733
29,551
24
Male
20,897
Single
1
Bachelor's
Unemployed
41.348077
Suburban
Comprehensive
null
14
783
1
2020-04-04 15:21:39.120168
Poor
Yes
Weekly
Apartment
1,459
29,552
27
Male
68,939
Divorced
0
PhD
Self-Employed
19.454064
Suburban
Basic
1
7
387
7
2024-04-17 15:21:39.237118
Average
No
Rarely
Condo
783
29,553
51
Male
17,579
Divorced
1
Master's
Self-Employed
44.663684
Rural
Premium
1
11
689
7
2023-02-25 15:21:39.181605
Average
Yes
Rarely
House
1,089
29,554
45
Male
93,611
Divorced
0
Master's
Self-Employed
45.93746
Rural
Premium
null
13
438
2
2021-08-08 15:21:39.147735
Poor
Yes
Daily
Apartment
2,122
29,555
35
Male
6,988
Single
1
PhD
Employed
33.067889
Rural
Premium
null
8
583
3
2022-04-29 15:21:39.208842
Average
Yes
Monthly
House
2,326
29,556
35
Male
17,287
Divorced
0
High School
Unemployed
5.824161
Rural
Comprehensive
1
17
752
2
2024-02-28 15:21:39.282785
Poor
No
Rarely
House
2,155
29,557
55
Male
25,169
Married
4
PhD
null
21.786934
Rural
Comprehensive
0
8
587
5
2023-08-30 15:21:39.286113
null
No
Weekly
House
1,237
29,558
30
Female
4,675
Single
4
PhD
Employed
15.01093
Rural
Comprehensive
1
6
802
9
2024-06-18 15:21:39.121169
Poor
Yes
Monthly
House
433
29,559
27
Male
3,898
Married
3
High School
Self-Employed
8.569291
Suburban
Premium
0
1
null
7
2020-10-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
3,246
29,560
20
Male
101,692
Single
1
Master's
Employed
48.788921
Suburban
Premium
1
5
439
8
2022-08-25 15:21:39.181605
Poor
No
Monthly
Condo
1,086
29,561
19
Male
72,794
Divorced
4
High School
Employed
15.071829
Suburban
Basic
1
2
311
4
2022-11-11 15:21:39.271453
Poor
No
Daily
House
1,678
29,562
62
Male
107,655
Married
2
High School
Self-Employed
13.51658
Rural
Premium
0
7
364
4
2021-08-21 15:21:39.173834
Average
Yes
Weekly
House
522
29,563
47
Female
15,648
Single
0
High School
null
11.653753
Urban
Basic
null
14
588
2
2020-07-26 15:21:39.264504
Average
No
Daily
Apartment
178
29,564
61
Female
null
Married
0
PhD
Self-Employed
43.12952
Suburban
Basic
1
14
434
4
2023-11-30 15:21:39.237118
Average
Yes
Daily
House
626
29,565
43
Male
15,318
Married
null
Bachelor's
Employed
8.607469
Urban
Premium
null
15
null
9
2020-10-13 15:21:39.164044
Average
No
Rarely
Apartment
358
29,566
46
Male
36,229
Single
4
Master's
null
46.772744
Urban
Premium
2
1
670
9
2024-07-20 15:21:39.237118
Good
Yes
Weekly
Condo
1,181
29,567
38
Female
36,159
Married
4
High School
Unemployed
21.081555
Suburban
Basic
null
9
684
2
2020-03-17 15:21:39.081504
null
No
Monthly
House
1,135
29,568
23
Male
73,396
Divorced
1
Bachelor's
Self-Employed
12.791599
Rural
Premium
0
6
null
2
2022-09-24 15:21:39.176717
Average
Yes
Monthly
Condo
115
29,569
55
Female
40,625
Single
4
Bachelor's
Employed
16.076011
Rural
Basic
0
3
414
8
2022-09-06 15:21:39.171102
Average
No
Monthly
Apartment
3,136
29,570
53
Female
14,861
Single
4
PhD
null
37.633429
Suburban
Premium
1
10
null
8
2023-07-19 15:21:39.250151
Average
Yes
Weekly
Apartment
463
29,571
36
Female
8,740
Divorced
0
PhD
Unemployed
27.058796
Urban
Basic
1
10
742
9
2020-09-13 15:21:39.250151
Good
Yes
Rarely
House
1,017
29,572
48
Female
56,749
Divorced
3
PhD
Unemployed
21.087199
Urban
Comprehensive
3
8
849
8
2020-09-21 15:21:39.280784
Average
Yes
Weekly
Apartment
92
29,573
61
Female
497
Married
4
PhD
Unemployed
null
Suburban
Comprehensive
null
12
705
1
2020-06-14 15:21:39.192212
Good
No
Monthly
Condo
563
29,574
30
Female
28,585
Married
1
High School
null
34.285715
Urban
Comprehensive
null
1
476
3
2020-07-02 15:21:39.244069
Average
Yes
Daily
Condo
1,618
29,575
48
Male
18,472
Divorced
null
Master's
null
40.07408
Rural
Premium
null
4
832
4
2021-02-02 15:21:39.226954
Good
No
Weekly
House
966
29,576
58
Male
10,086
Married
2
High School
Employed
39.818934
Suburban
Comprehensive
1
18
474
9
2021-04-25 15:21:39.171102
Good
Yes
Rarely
House
961
29,577
63
Female
2,695
Married
3
High School
Self-Employed
26.854303
Rural
Comprehensive
0
7
592
9
2021-01-14 15:21:39.283783
Average
Yes
Weekly
Condo
371
29,578
22
Male
16,023
Married
3
Master's
Unemployed
10.013367
Urban
Premium
null
17
null
5
2021-04-22 15:21:39.104139
Good
Yes
Monthly
Condo
845
29,579
46
Female
18,059
Divorced
0
High School
Unemployed
36.07486
Suburban
Comprehensive
2
2
835
4
2023-04-27 15:21:39.134960
Good
Yes
Monthly
House
471
29,580
23
Female
22,200
Married
3
Master's
null
11.723279
Rural
Premium
0
4
480
8
2021-05-09 15:21:39.256696
Poor
No
Rarely
House
1,827
29,581
57
Female
2,639
Single
1
Bachelor's
Unemployed
4.824278
Urban
Comprehensive
0
8
575
9
2020-01-24 15:21:39.237118
Good
No
Daily
Apartment
382
29,582
45
Male
628
Single
4
Bachelor's
Employed
6.89251
Urban
Premium
1
15
590
8
2024-02-27 15:21:39.167099
Average
No
Rarely
Condo
2,399
29,583
38
Male
69,881
Single
2
Master's
Unemployed
30.597561
Urban
Comprehensive
1
3
657
9
2024-02-18 15:21:39.155231
null
Yes
Rarely
Condo
3,341
29,584
59
Female
16,199
Divorced
2
PhD
null
9.69674
Rural
Basic
null
10
826
1
2023-11-06 15:21:39.261856
Good
Yes
Daily
Condo
1,712
29,585
63
Male
4,788
Single
3
Bachelor's
Employed
23.828561
Rural
Basic
null
2
498
3
2022-08-02 15:21:39.245086
Poor
No
Monthly
Condo
1,407
29,586
61
Male
44,302
Married
3
High School
Unemployed
16.082815
Urban
Basic
null
10
830
7
2022-05-19 15:21:39.282785
Good
No
Monthly
House
595
29,587
21
Male
null
Married
4
High School
Employed
33.69437
Suburban
Premium
0
9
695
1
2020-03-21 15:21:39.253660
Poor
No
Daily
Condo
110
29,588
61
Male
20,287
Single
0
Master's
Employed
12.849301
Rural
Premium
0
17
790
7
2022-06-30 15:21:39.155231
Poor
Yes
Rarely
House
1,640
29,589
48
Male
5,737
Single
1
High School
Unemployed
null
Rural
Premium
null
14
658
4
2021-04-20 15:21:39.172097
Good
Yes
Monthly
Condo
28
29,590
36
Male
33,015
Married
2
High School
null
15.898242
Urban
Comprehensive
1
16
673
8
2020-01-29 15:21:39.086123
Average
Yes
Rarely
Condo
1,878
29,591
26
Female
2,861
Married
3
High School
Unemployed
15.123767
Rural
Basic
1
0
397
3
2023-03-21 15:21:39.149731
Poor
Yes
Daily
House
110
29,592
20
Male
730
Married
3
Master's
null
21.271088
Rural
Premium
2
0
634
9
2019-10-03 15:21:39.131192
Good
No
Weekly
House
1,706
29,593
52
Male
7,991
Married
1
Bachelor's
Self-Employed
24.15783
Rural
Basic
null
3
547
8
2024-05-29 15:21:39.144722
Poor
Yes
Daily
House
953
29,594
51
Female
52,793
Divorced
null
Master's
Employed
41.319828
Suburban
Basic
2
5
null
6
2024-08-13 15:21:39.208842
null
No
Daily
House
1,726
29,595
60
Male
38,123
Single
0
Master's
null
50.786729
Rural
Premium
1
11
null
3
2022-11-30 15:21:39.286113
Good
Yes
Weekly
Apartment
1,217
29,596
48
Male
6,872
Divorced
3
Master's
null
null
Urban
Premium
null
19
462
8
2023-11-04 15:21:39.285112
Poor
Yes
Weekly
Apartment
513
29,597
60
Male
47,344
Single
4
High School
null
34.955736
Urban
Premium
null
4
405
6
2021-11-16 15:21:39.134960
Poor
Yes
Daily
Condo
621
29,598
37
Female
17,959
Single
null
Master's
null
26.595526
Suburban
Comprehensive
1
0
679
1
2021-07-24 15:21:39.102694
Good
Yes
Monthly
Apartment
48
29,599
26
Male
30,228
Married
1
PhD
Unemployed
41.914051
Suburban
Basic
null
11
390
3
2021-12-01 15:21:39.131192
null
Yes
Monthly
House
569