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
2,700
51
Male
5,550
Married
null
Bachelor's
Unemployed
27.023845
Urban
Comprehensive
null
18
514
6
2022-06-01 15:21:39.126661
Good
Yes
Monthly
Apartment
1,539
2,701
47
Female
18,644
Single
3
Bachelor's
null
7.993924
Rural
Premium
1
5
622
4
2022-07-14 15:21:39.192212
Poor
Yes
Weekly
House
587
2,702
33
Female
35,794
Married
1
Bachelor's
Unemployed
37.828284
Suburban
Basic
1
9
758
9
2024-07-03 15:21:39.147735
Poor
Yes
Rarely
Condo
167
2,703
18
Female
null
Married
null
Master's
Unemployed
31.481483
Suburban
Premium
null
14
381
1
2019-11-19 15:21:39.172097
Good
Yes
Weekly
Apartment
2,593
2,704
41
Male
15,763
Divorced
2
High School
null
16.854342
Suburban
Basic
null
8
504
9
2019-08-25 15:21:39.134960
Average
Yes
Monthly
Condo
370
2,705
49
Male
39,054
Married
4
Bachelor's
Employed
12.692318
Suburban
Basic
1
5
565
9
2022-08-05 15:21:39.132191
Poor
No
Monthly
Condo
2,236
2,706
20
Female
16,732
Single
4
High School
Unemployed
45.865238
Rural
Premium
null
10
null
3
2020-03-05 15:21:39.181605
Average
Yes
Daily
House
504
2,707
64
Male
23,891
Single
4
PhD
Employed
null
Rural
Premium
1
0
765
2
2020-04-12 15:21:39.180553
Poor
Yes
Monthly
Condo
539
2,708
19
Female
62,358
Married
3
PhD
Employed
51.869622
Suburban
Comprehensive
null
0
677
3
2023-12-12 15:21:39.146733
Average
No
Rarely
Apartment
115
2,709
64
Female
74,583
Married
2
Bachelor's
Unemployed
28.232657
Rural
Premium
0
17
397
7
2024-05-01 15:21:39.091080
Good
Yes
Monthly
Apartment
745
2,710
18
Female
24,226
Divorced
null
PhD
Self-Employed
null
Urban
Basic
0
12
776
8
2021-08-07 15:21:39.272456
Poor
No
Monthly
Condo
1,806
2,711
22
Female
609
Married
4
PhD
Employed
null
Suburban
Basic
null
17
769
7
2021-04-22 15:21:39.148733
Poor
Yes
Daily
Condo
628
2,712
38
Female
638
Single
0
Bachelor's
Unemployed
19.504441
Suburban
Comprehensive
0
5
476
4
2024-02-08 15:21:39.134960
Average
Yes
Monthly
Condo
833
2,713
52
Female
138,700
Divorced
0
PhD
Self-Employed
null
Urban
Premium
3
13
366
7
2022-11-12 15:21:39.201446
Good
No
Daily
House
2,475
2,714
56
Female
56,387
Divorced
2
Master's
Self-Employed
16.879365
Urban
Basic
2
3
776
4
2020-09-21 15:21:39.254678
Average
No
Weekly
Apartment
2,806
2,715
39
Male
26,863
Married
4
PhD
Employed
18.784749
Suburban
Premium
null
1
474
3
2020-01-21 15:21:39.285112
Good
Yes
Monthly
Condo
830
2,716
61
Male
25,103
Divorced
null
Master's
Self-Employed
29.379929
Rural
Basic
null
11
481
7
2024-03-06 15:21:39.194829
Average
Yes
Daily
Apartment
938
2,717
39
Female
5,881
Single
0
High School
Unemployed
16.938328
Urban
Basic
0
15
705
8
2023-07-04 15:21:39.134960
Poor
No
Monthly
Condo
547
2,718
22
Female
25,011
Divorced
2
Bachelor's
Self-Employed
42.556486
Suburban
Comprehensive
3
17
564
9
2022-02-04 15:21:39.228521
Average
No
Monthly
Condo
531
2,719
36
Male
45,937
Single
2
High School
Unemployed
46.75232
Suburban
Basic
0
10
null
5
2021-03-14 15:21:39.223901
Average
No
Weekly
Apartment
466
2,720
33
Male
43,711
Married
null
Master's
Unemployed
40.570113
Suburban
Premium
0
19
null
4
2023-07-27 15:21:39.081504
Poor
Yes
Daily
Condo
26
2,721
34
Male
12,897
null
0
High School
Unemployed
11.385058
Rural
Premium
null
7
772
2
2022-07-21 15:21:39.175719
Poor
Yes
Rarely
House
1,157
2,722
35
Male
5,838
Divorced
0
PhD
Unemployed
41.564118
Urban
Premium
null
1
515
1
2020-12-31 15:21:39.198406
Poor
Yes
Rarely
Apartment
1,160
2,723
37
Female
2,596
Single
1
Bachelor's
Self-Employed
24.472065
Rural
Basic
0
2
307
4
2023-05-27 15:21:39.282785
Good
Yes
Rarely
Condo
1,472
2,724
36
Female
1,788
Married
null
Master's
null
17.308567
Rural
Premium
1
15
328
2
2021-01-16 15:21:39.092127
Average
Yes
Weekly
Apartment
522
2,725
46
Male
5,577
Married
null
Bachelor's
Self-Employed
19.48547
Suburban
Premium
2
4
null
5
2019-09-22 15:21:39.118178
Average
No
Weekly
House
993
2,726
25
Male
35,075
Single
3
PhD
null
14.908009
Urban
Premium
2
4
758
7
2022-12-21 15:21:39.175719
Poor
Yes
Weekly
Apartment
125
2,727
19
Male
38,542
Single
4
High School
null
27.272173
Suburban
Comprehensive
1
13
582
6
2024-06-13 15:21:39.155231
Average
No
Daily
Condo
877
2,728
48
Male
10,014
Divorced
0
High School
null
16.924669
Urban
Basic
1
15
777
3
2022-03-27 15:21:39.128286
Average
No
Monthly
Condo
1,607
2,729
26
Female
6,862
Divorced
0
Bachelor's
Unemployed
null
Urban
Basic
1
18
522
3
2020-08-15 15:21:39.237118
Good
Yes
Daily
Apartment
1,327
2,730
36
Female
3,342
Divorced
4
PhD
Unemployed
14.774233
Urban
Premium
null
8
838
8
2021-01-18 15:21:39.219432
Poor
Yes
Rarely
Apartment
90
2,731
44
Male
15,335
Divorced
4
PhD
Employed
18.567285
Suburban
Comprehensive
null
5
null
4
2022-03-27 15:21:39.132191
Poor
Yes
Rarely
Apartment
1,869
2,732
62
Female
22,953
Divorced
2
PhD
Self-Employed
31.443096
Suburban
Comprehensive
0
2
544
7
2021-06-15 15:21:39.155231
null
No
Daily
Apartment
1,795
2,733
19
Male
20,536
Married
1
Master's
null
44.906221
Suburban
Comprehensive
null
16
767
7
2020-06-27 15:21:39.276901
Poor
No
Rarely
House
2,493
2,734
31
Male
35,754
Divorced
4
PhD
Self-Employed
45.853442
Suburban
Comprehensive
null
2
667
9
2019-09-29 15:21:39.147735
Average
Yes
Weekly
Apartment
656
2,735
51
Female
12,053
Divorced
3
Master's
Employed
25.912175
Suburban
Basic
0
12
797
8
2021-07-02 15:21:39.181605
Good
No
Monthly
House
573
2,736
31
Female
1,500
Married
4
Master's
Unemployed
14.636299
Urban
Premium
null
9
351
3
2021-04-08 15:21:39.282785
Good
No
Weekly
Apartment
951
2,737
58
Female
61,935
Single
3
High School
Employed
42.664427
Suburban
Basic
null
4
310
3
2021-05-24 15:21:39.263607
Average
No
Daily
Apartment
248
2,738
39
Male
13,982
Single
0
Master's
null
40.819754
Rural
Premium
3
16
603
5
2020-07-08 15:21:39.215386
Average
Yes
Weekly
Apartment
1,040
2,739
43
Female
27,293
Married
2
Bachelor's
Unemployed
35.438971
Rural
Comprehensive
1
6
520
7
2022-04-16 15:21:39.079128
Average
Yes
Weekly
Apartment
1,257
2,740
61
Female
42,399
Single
0
Bachelor's
null
24.754742
Rural
Basic
null
6
null
2
2019-11-18 15:21:39.164044
Average
Yes
Rarely
House
1,861
2,741
50
Male
1,204
Married
4
PhD
Unemployed
11.737143
Suburban
Comprehensive
1
16
null
5
2020-01-06 15:21:39.198406
Average
No
Monthly
House
2,780
2,742
34
Male
22,417
Married
0
High School
Self-Employed
18.939827
Rural
Basic
1
11
613
2
2022-03-18 15:21:39.132191
Poor
No
Monthly
Condo
1,679
2,743
52
Male
27,412
Divorced
4
Master's
null
22.611746
Suburban
Basic
2
16
843
5
2020-06-02 15:21:39.236064
Good
Yes
Rarely
Condo
280
2,744
30
Male
52,656
Divorced
1
Master's
null
44.71922
Rural
Basic
2
19
775
6
2020-06-02 15:21:39.094752
null
No
Daily
Apartment
423
2,745
28
Female
7,053
Married
3
Bachelor's
Self-Employed
17.095236
Urban
Premium
0
15
565
3
2023-03-23 15:21:39.155231
Average
Yes
Rarely
Apartment
1,249
2,746
24
Female
1,023
Single
4
Bachelor's
Unemployed
27.958262
Urban
Comprehensive
0
13
644
5
2022-04-16 15:21:39.126661
Good
No
Daily
Apartment
3,100
2,747
53
Female
3,575
Divorced
2
Master's
Unemployed
13.267516
Suburban
Basic
3
5
515
9
2021-09-27 15:21:39.237118
Poor
No
Rarely
Condo
463
2,748
29
Female
8,051
Single
3
High School
Employed
24.994474
Suburban
Basic
0
8
739
6
2020-10-21 15:21:39.111551
Good
No
Rarely
House
1,329
2,749
38
Female
null
Single
2
Bachelor's
Employed
28.24384
Rural
Premium
3
1
678
2
2022-01-08 15:21:39.235012
Good
No
Daily
Apartment
112
2,750
29
Male
5,414
Married
3
Bachelor's
Employed
19.906322
Rural
Comprehensive
null
15
null
7
2023-06-08 15:21:39.134819
Average
Yes
Rarely
Condo
614
2,751
54
Male
30,963
Married
null
Bachelor's
Self-Employed
30.037735
Rural
Premium
1
4
445
3
2024-08-02 15:21:39.120168
Good
No
Rarely
Apartment
2,475
2,752
35
Female
11,526
Single
3
PhD
null
22.276425
Suburban
Basic
null
15
809
3
2022-08-07 15:21:39.111551
Average
Yes
Daily
House
718
2,753
55
Female
1,388
Divorced
3
Master's
null
5.978848
Rural
Comprehensive
1
18
500
9
2022-09-01 15:21:39.164044
Poor
Yes
Monthly
House
33
2,754
23
Female
39,467
Single
2
Master's
Self-Employed
20.270858
Rural
Comprehensive
null
11
522
2
2022-04-16 15:21:39.283783
Average
No
Rarely
Apartment
1,062
2,755
34
Female
43,837
Single
3
PhD
Self-Employed
22.393909
Suburban
Basic
0
11
780
6
2022-02-23 15:21:39.290098
Good
Yes
Daily
Apartment
811
2,756
31
Male
55,713
Single
2
PhD
null
18.416068
Suburban
Basic
null
18
454
1
2023-01-23 15:21:39.146733
Good
No
Rarely
Apartment
564
2,757
30
Male
31,670
Single
0
High School
Employed
45.937871
Urban
Basic
0
5
602
1
2020-05-03 15:21:39.253660
Poor
Yes
Rarely
Apartment
656
2,758
44
Female
132,521
Divorced
2
Master's
null
null
Rural
Basic
null
12
396
1
2020-09-01 15:21:39.281787
Average
No
Monthly
House
718
2,759
21
Female
68,864
Divorced
0
Bachelor's
Employed
14.726015
Urban
Basic
3
9
818
4
2023-01-25 15:21:39.244069
Poor
No
Weekly
Condo
2,075
2,760
39
Male
26,069
Single
1
Bachelor's
null
6.882655
Urban
Comprehensive
4
9
566
8
2023-05-28 15:21:39.247098
Good
No
Monthly
House
585
2,761
64
Female
96,181
Single
4
High School
null
13.81294
Rural
Comprehensive
null
17
509
6
2024-02-19 15:21:39.134960
null
No
Rarely
Apartment
589
2,762
62
Male
10,156
Divorced
1
PhD
null
32.74439
Suburban
Premium
5
6
661
3
2020-03-12 15:21:39.264504
Good
No
Weekly
Apartment
1,819
2,763
37
Female
16,881
Single
4
Master's
Unemployed
14.454735
Suburban
Basic
null
11
505
3
2022-06-13 15:21:39.249100
Good
No
Rarely
Condo
799
2,764
38
Male
15,938
Married
4
Bachelor's
null
28.00875
Suburban
Premium
1
19
393
7
2022-04-28 15:21:39.282785
Poor
No
Weekly
Condo
871
2,765
20
Male
24,706
Divorced
null
Master's
null
11.515561
Rural
Basic
null
2
709
7
2022-09-08 15:21:39.194829
null
No
Daily
Apartment
1,237
2,766
32
Male
11,527
Married
1
PhD
Self-Employed
16.891916
Suburban
Basic
0
3
761
1
2019-11-01 15:21:39.229482
Poor
Yes
Weekly
House
1,043
2,767
64
Male
28,816
Married
0
High School
Employed
10.947292
Rural
Basic
null
14
475
3
2021-05-28 15:21:39.155231
Average
Yes
Rarely
House
1,768
2,768
43
Male
82,877
Single
null
PhD
Employed
40.672864
Suburban
Basic
1
10
478
6
2023-11-11 15:21:39.260856
Poor
Yes
Monthly
Condo
2,580
2,769
58
Female
40,791
Divorced
2
PhD
null
41.711423
Suburban
Premium
0
15
573
4
2022-01-11 15:21:39.126661
Average
Yes
Daily
Apartment
1,042
2,770
31
Female
35,227
Single
3
PhD
Self-Employed
null
Suburban
Premium
null
11
518
2
2021-04-23 15:21:39.096739
Average
No
Weekly
Apartment
3,096
2,771
36
Female
17,051
Single
4
PhD
Self-Employed
10.908353
Rural
Comprehensive
0
6
null
3
2023-02-11 15:21:39.097737
Average
No
Daily
Condo
1,503
2,772
38
Female
59,474
Married
null
Bachelor's
Self-Employed
23.235518
Rural
Premium
null
10
438
9
2024-01-13 15:21:39.290098
Average
Yes
Monthly
Apartment
631
2,773
61
Male
8,881
Single
4
Bachelor's
Self-Employed
31.715458
Suburban
Premium
null
8
679
4
2019-10-02 15:21:39.172097
Poor
No
Weekly
Apartment
548
2,774
null
Male
59,976
Divorced
4
PhD
Self-Employed
37.623839
Rural
Basic
null
15
386
2
2024-07-25 15:21:39.098696
Poor
No
Rarely
Condo
2,962
2,775
18
Male
45,007
Single
1
Bachelor's
Unemployed
42.068346
Suburban
Comprehensive
0
17
496
7
2024-05-16 15:21:39.232526
Average
Yes
Rarely
House
1,284
2,776
29
Female
30,313
Married
1
PhD
null
16.277916
Suburban
Comprehensive
1
9
420
9
2022-04-21 15:21:39.208842
Poor
No
Rarely
House
922
2,777
32
Female
85,888
Single
2
Bachelor's
null
null
Suburban
Basic
2
7
null
2
2022-05-16 15:21:39.146733
Average
Yes
Daily
Apartment
2,133
2,778
45
Female
61,465
Single
null
Master's
Unemployed
52.132316
Suburban
Basic
null
11
522
3
2020-06-09 15:21:39.237118
Average
Yes
Weekly
Apartment
1,821
2,779
21
Male
7,513
Married
0
Bachelor's
Unemployed
31.277563
Rural
Premium
1
2
null
2
2022-03-14 15:21:39.286113
Average
No
Weekly
House
3,453
2,780
31
Male
44,257
Divorced
2
Bachelor's
null
15.865817
Rural
Premium
null
17
790
1
2024-06-02 15:21:39.245086
Good
Yes
Weekly
House
1,382
2,781
37
Female
80,526
Married
2
High School
null
14.613849
Rural
Basic
1
13
639
6
2023-01-31 15:21:39.134960
Good
Yes
Weekly
Apartment
4,066
2,782
27
Female
14,892
Single
null
PhD
Employed
17.937368
Suburban
Basic
0
13
null
7
2022-03-16 15:21:39.149731
Good
Yes
Monthly
House
1,153
2,783
53
Male
617
Married
2
Master's
null
7.567752
Urban
Premium
2
2
null
9
2021-05-14 15:21:39.218388
Poor
Yes
Weekly
Apartment
137
2,784
60
Female
null
Married
1
Bachelor's
Unemployed
27.37407
Suburban
Basic
2
5
454
6
2022-01-30 15:21:39.206847
Good
Yes
Rarely
House
1,098
2,785
51
Male
1,499
Married
3
Master's
Employed
12.955585
Urban
Basic
2
13
null
3
2021-11-28 15:21:39.134960
Poor
No
Rarely
Condo
27
2,786
58
Female
86,960
null
3
High School
Unemployed
8.98249
Rural
Comprehensive
null
12
586
7
2022-03-25 15:21:39.221386
Good
Yes
Rarely
House
339
2,787
38
Female
34,991
Divorced
3
High School
Employed
33.442212
Rural
Comprehensive
null
19
361
6
2023-02-01 15:21:39.211806
Average
No
Rarely
House
661
2,788
52
Male
6,872
Divorced
3
PhD
Unemployed
10.744897
Rural
Comprehensive
null
9
804
4
2022-09-08 15:21:39.126661
Average
Yes
Daily
Condo
928
2,789
50
Female
38,217
Married
0
High School
Employed
23.796918
Urban
Comprehensive
0
3
734
3
2024-07-29 15:21:39.256696
Good
No
Monthly
Condo
1,318
2,790
62
Male
62,856
Married
4
Master's
null
4.787545
Urban
Comprehensive
1
9
706
1
2024-02-28 15:21:39.132191
null
No
Weekly
Apartment
2,167
2,791
53
Female
16,102
Married
null
Master's
null
null
Suburban
Comprehensive
0
15
583
2
2021-11-26 15:21:39.172097
Good
No
Daily
Condo
1,046
2,792
62
Male
7,069
Married
4
High School
null
40.118212
Urban
Premium
null
3
373
7
2024-04-25 15:21:39.252145
Good
No
Rarely
Apartment
2,916
2,793
42
Male
19,519
Divorced
2
Master's
Self-Employed
17.080024
Urban
Premium
1
7
null
5
2023-05-01 15:21:39.237118
Average
No
Monthly
Condo
492
2,794
49
Male
3,189
Single
2
Master's
null
31.243928
Suburban
Basic
1
4
491
6
2019-11-23 15:21:39.134960
Average
No
Rarely
Apartment
54
2,795
23
Male
37,606
Single
4
Bachelor's
Self-Employed
37.039093
Suburban
Premium
null
10
541
4
2020-02-09 15:21:39.143708
Average
Yes
Monthly
House
944
2,796
22
Male
null
Divorced
4
High School
null
40.566225
Suburban
Premium
1
7
799
5
2024-05-29 15:21:39.228521
null
Yes
Weekly
House
248
2,797
61
Female
622
Married
2
PhD
null
21.816101
Urban
Premium
2
14
787
5
2024-01-03 15:21:39.237118
Poor
No
Rarely
Apartment
372
2,798
53
Male
null
Single
1
Bachelor's
null
17.738896
Rural
Basic
2
13
579
5
2023-07-25 15:21:39.237118
Poor
Yes
Monthly
House
161
2,799
53
Male
8,098
Divorced
3
Master's
Unemployed
23.622347
Rural
Basic
1
11
686
6
2022-03-09 15:21:39.205850
Good
Yes
Monthly
Condo
1,714