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
52,000
60
Male
69,864
Married
3
PhD
Self-Employed
29.065898
Urban
Basic
null
0
400
9
2024-02-24 15:21:39.121169
Poor
Yes
Daily
House
1,585
52,001
35
Female
37,692
Single
0
Master's
null
33.947897
Urban
Comprehensive
0
10
782
3
2020-08-23 15:21:39.145732
Poor
No
Rarely
Condo
2,056
52,002
33
Female
6,542
Single
1
Master's
null
40.836653
Suburban
Basic
1
17
391
9
2019-08-22 15:21:39.143708
Good
Yes
Weekly
Condo
2,196
52,003
31
Male
31,253
Married
null
PhD
Employed
10.853299
Urban
Comprehensive
1
4
665
4
2020-09-06 15:21:39.278402
Poor
Yes
Weekly
Apartment
1,373
52,004
24
Male
18,405
Divorced
4
Master's
Self-Employed
16.981364
Rural
Comprehensive
1
14
null
7
2020-01-26 15:21:39.111551
Poor
No
Monthly
Condo
710
52,005
43
Male
null
Divorced
2
High School
null
40.568737
Urban
Basic
1
16
394
4
2020-06-17 15:21:39.204790
Average
No
Daily
Apartment
1,099
52,006
51
Female
37,387
Married
1
Master's
Self-Employed
23.168838
Urban
Basic
null
17
630
1
2022-07-30 15:21:39.290098
Average
Yes
Rarely
House
1,872
52,007
21
Male
2,499
Single
1
High School
Employed
34.290218
Urban
Premium
4
7
672
1
2022-02-10 15:21:39.246098
Poor
No
Rarely
House
1,309
52,008
31
Male
null
Married
4
Master's
Self-Employed
22.810099
Rural
Basic
1
11
585
7
2020-03-16 15:21:39.155231
Average
Yes
Daily
Condo
283
52,009
22
Male
null
Divorced
1
High School
Unemployed
31.07317
Suburban
Basic
0
3
301
5
2020-05-02 15:21:39.221386
null
Yes
Weekly
Condo
1,280
52,010
21
Female
28,706
Divorced
1
Master's
Employed
6.812357
Rural
Premium
3
11
734
8
2020-04-07 15:21:39.107553
Poor
Yes
Monthly
House
1,147
52,011
18
Male
10,973
Divorced
0
Master's
Self-Employed
25.988916
Rural
Comprehensive
null
8
445
6
2023-09-19 15:21:39.126661
null
No
Weekly
Condo
471
52,012
22
Male
3,342
Divorced
2
High School
Employed
50.074907
Rural
Premium
1
4
509
4
2024-04-06 15:21:39.183598
Good
No
Monthly
Condo
25
52,013
21
Female
19,180
Single
2
Master's
null
35.09533
Suburban
Comprehensive
2
18
573
6
2020-10-07 15:21:39.261856
Poor
Yes
Weekly
Condo
1,681
52,014
46
Male
11,871
Single
0
Bachelor's
Self-Employed
42.265857
Suburban
Comprehensive
1
12
665
1
2019-10-27 15:21:39.289099
Average
Yes
Daily
Apartment
337
52,015
19
Male
13,102
Divorced
2
High School
Unemployed
36.881394
Suburban
Basic
1
6
null
6
2021-09-20 15:21:39.122134
Average
Yes
Rarely
Condo
1,320
52,016
61
Female
27,385
Divorced
1
Master's
Employed
12.058392
Urban
Premium
1
16
784
4
2019-09-12 15:21:39.118178
Good
Yes
Rarely
Condo
2,672
52,017
48
Female
4,718
Married
null
PhD
Self-Employed
38.070028
Rural
Comprehensive
null
18
null
4
2021-08-07 15:21:39.286113
Good
No
Weekly
House
434
52,018
22
Female
23,998
Single
2
Bachelor's
null
22.992405
Rural
Basic
1
17
432
5
2022-12-16 15:21:39.237118
null
No
Daily
House
1,318
52,019
55
Male
2,592
Married
4
High School
Employed
37.928126
Urban
Premium
1
0
455
7
2020-03-24 15:21:39.204790
Good
No
Weekly
Apartment
1,284
52,020
34
Female
101,824
Single
1
High School
null
26.251244
Suburban
Premium
0
7
360
8
2020-02-04 15:21:39.134960
Poor
Yes
Weekly
Condo
1,613
52,021
43
Male
34,484
Divorced
1
Bachelor's
Unemployed
37.79254
Suburban
Basic
0
7
null
1
2023-11-20 15:21:39.184157
Poor
No
Monthly
House
97
52,022
31
Male
44,901
Married
3
High School
Employed
12.089983
Urban
Premium
null
4
621
2
2022-08-15 15:21:39.089116
Good
No
Rarely
Apartment
2,250
52,023
62
Female
3,431
Divorced
2
Bachelor's
null
24.454564
Urban
Comprehensive
1
1
394
7
2019-08-31 15:21:39.087123
Good
Yes
Weekly
Apartment
811
52,024
32
Female
7,991
Divorced
0
High School
null
10.938705
Rural
Premium
0
4
785
4
2024-01-08 15:21:39.134960
Average
Yes
Weekly
Condo
564
52,025
53
Male
140,614
Divorced
4
High School
Employed
49.936805
Urban
Basic
1
12
727
8
2022-04-18 15:21:39.237118
Good
No
Daily
Apartment
2,629
52,026
31
Female
14,073
Married
null
Bachelor's
Employed
10.272062
Urban
Comprehensive
null
4
413
9
2020-06-22 15:21:39.263607
Average
Yes
Rarely
House
876
52,027
30
Female
10,981
Single
3
PhD
Employed
38.843275
Rural
Comprehensive
1
5
603
3
2023-12-27 15:21:39.126661
Good
No
Monthly
House
936
52,028
33
Female
15,380
Divorced
1
Master's
Employed
45.179995
Urban
Premium
1
11
677
4
2021-02-14 15:21:39.166062
Poor
No
Weekly
House
643
52,029
38
Female
12,096
Divorced
1
Master's
null
45.834308
Suburban
Premium
null
0
589
3
2021-10-28 15:21:39.276901
Good
No
Rarely
Condo
954
52,030
64
Male
54,675
null
0
Bachelor's
Employed
15.764229
Suburban
Premium
0
14
725
5
2020-10-30 15:21:39.164044
Poor
No
Weekly
House
266
52,031
42
Male
51,783
Single
0
High School
null
30.138641
Rural
Premium
1
1
321
1
2021-02-06 15:21:39.080440
Average
No
Rarely
Condo
1,877
52,032
49
Male
20,372
Married
1
PhD
Employed
26.782966
Rural
Premium
2
8
833
5
2023-04-23 15:21:39.106582
Good
No
Daily
Apartment
2,183
52,033
32
Male
33,244
Divorced
4
High School
Unemployed
null
Rural
Premium
1
15
718
5
2023-03-16 15:21:39.170099
Good
Yes
Daily
Apartment
437
52,034
22
Male
4,899
Married
null
Bachelor's
null
24.507966
Urban
Basic
0
15
null
6
2020-08-31 15:21:39.225916
Average
Yes
Daily
Condo
2,325
52,035
59
Female
462
Single
0
Bachelor's
Unemployed
37.948181
Rural
Premium
2
10
533
5
2024-03-03 15:21:39.209847
Good
No
Monthly
House
1,569
52,036
39
Male
2,042
Married
4
Bachelor's
Employed
null
Rural
Comprehensive
2
7
685
8
2021-03-20 15:21:39.152732
Average
Yes
Rarely
Condo
684
52,037
27
Female
37,403
Single
4
High School
Self-Employed
26.331181
Suburban
Basic
1
18
332
8
2023-07-20 15:21:39.112553
null
Yes
Weekly
House
1,301
52,038
29
Female
28,215
Single
1
High School
null
27.628766
Suburban
Basic
null
17
796
9
2022-10-22 15:21:39.155231
Poor
Yes
Monthly
Condo
799
52,039
43
Female
39,425
Divorced
1
Master's
Unemployed
20.715999
Suburban
Basic
0
4
513
5
2024-03-25 15:21:39.271453
Poor
No
Daily
Condo
498
52,040
48
Male
1,150
Married
2
Master's
Employed
8.64264
Suburban
Comprehensive
2
2
627
2
2023-01-09 15:21:39.226954
null
Yes
Rarely
House
886
52,041
62
Male
40,217
Divorced
1
Master's
Employed
40.177226
Urban
Basic
2
18
421
5
2021-05-04 15:21:39.164044
Good
Yes
Daily
Apartment
1,706
52,042
28
Male
36,203
Divorced
3
Bachelor's
null
20.05627
Rural
Basic
2
2
null
8
2022-12-05 15:21:39.114118
Good
No
Daily
Condo
546
52,043
56
Female
4,538
Married
2
PhD
Unemployed
35.739885
Urban
Premium
null
18
759
8
2020-01-27 15:21:39.134960
null
No
Weekly
House
1,542
52,044
20
Female
52,527
Married
1
PhD
Self-Employed
12.926605
Suburban
Comprehensive
0
7
455
3
2020-07-23 15:21:39.145732
Poor
Yes
Monthly
Condo
2,361
52,045
63
Female
50,982
Married
3
High School
Unemployed
32.780735
Suburban
Basic
0
9
509
8
2021-12-04 15:21:39.182597
Poor
Yes
Weekly
House
2,389
52,046
33
Male
133,842
Single
null
Bachelor's
Self-Employed
39.777545
Urban
Basic
0
4
317
4
2021-10-01 15:21:39.237118
Good
No
Weekly
Condo
1,056
52,047
56
Male
38,212
Divorced
null
High School
Employed
19.711195
Suburban
Comprehensive
0
2
473
3
2021-03-08 15:21:39.209847
Poor
No
Monthly
House
769
52,048
26
Female
17,905
Married
2
High School
null
16.209623
Rural
Comprehensive
null
12
796
9
2023-10-26 15:21:39.092127
Average
No
Monthly
Condo
39
52,049
null
Male
1,162
Divorced
4
High School
null
11.751261
Suburban
Basic
1
12
397
3
2021-09-03 15:21:39.265513
Poor
Yes
Monthly
House
1,344
52,050
30
Female
24,897
Married
2
Master's
Unemployed
20.189915
Rural
Basic
0
3
812
9
2021-08-02 15:21:39.251142
Average
Yes
Weekly
Condo
622
52,051
31
Female
76,791
Divorced
0
Bachelor's
null
34.988699
Suburban
Comprehensive
null
8
null
1
2022-10-19 15:21:39.237118
null
Yes
Monthly
Apartment
2,051
52,052
29
Male
1,575
Single
3
Master's
Self-Employed
26.524717
Rural
Comprehensive
0
10
837
8
2020-07-08 15:21:39.237118
Good
No
Rarely
Condo
1,878
52,053
56
Female
24,983
Divorced
2
Master's
Unemployed
18.263511
Suburban
Premium
null
7
832
8
2021-04-14 15:21:39.272456
Average
No
Daily
Apartment
742
52,054
55
Male
58,602
Single
3
PhD
null
33.82738
Suburban
Basic
2
3
431
1
2020-06-26 15:21:39.134960
Good
Yes
Rarely
Condo
358
52,055
31
Female
132,432
Single
3
Master's
Unemployed
28.67662
Urban
Comprehensive
1
7
635
3
2019-12-19 15:21:39.121169
Poor
No
Daily
Condo
2,861
52,056
36
Male
18,500
Divorced
2
High School
null
45.707918
Rural
Comprehensive
1
3
648
5
2024-05-27 15:21:39.207847
Average
No
Daily
Apartment
2,175
52,057
33
Female
34,652
Divorced
0
PhD
null
19.918362
Rural
Basic
null
17
843
9
2020-10-07 15:21:39.192212
Good
No
Weekly
House
619
52,058
61
Female
77,741
Married
1
PhD
null
14.481368
Suburban
Comprehensive
null
2
710
1
2023-09-11 15:21:39.114118
null
Yes
Rarely
Condo
1,853
52,059
64
Male
54,976
Divorced
0
Master's
Unemployed
43.154431
Urban
Basic
1
9
744
1
2023-01-21 15:21:39.134960
Poor
Yes
Daily
Apartment
379
52,060
34
Female
6,850
Single
0
High School
Unemployed
18.181178
Rural
Basic
null
4
626
4
2020-07-07 15:21:39.273973
Poor
Yes
Daily
House
49
52,061
28
Female
923
Divorced
1
Bachelor's
null
29.880053
Urban
Comprehensive
0
10
null
9
2023-05-12 15:21:39.166062
Good
No
Weekly
House
274
52,062
35
Male
106,990
Married
4
Master's
Self-Employed
29.36943
Rural
Basic
null
12
567
5
2023-08-26 15:21:39.179186
Poor
No
Weekly
Apartment
52
52,063
45
Male
34,076
Married
null
High School
null
12.552369
Suburban
Premium
null
19
628
7
2020-08-03 15:21:39.266452
Average
Yes
Rarely
House
582
52,064
45
Male
28,984
Divorced
2
Bachelor's
null
4.890307
Urban
Basic
null
17
662
7
2023-03-02 15:21:39.172097
Good
No
Monthly
Condo
602
52,065
31
Female
14,084
Single
0
Bachelor's
Unemployed
34.53468
Urban
Premium
null
18
637
5
2021-05-01 15:21:39.219432
null
No
Weekly
Apartment
26
52,066
27
Male
9,019
Divorced
0
PhD
null
26.929369
Suburban
Basic
0
17
565
9
2022-04-07 15:21:39.090124
Poor
No
Monthly
Condo
1,637
52,067
56
Male
70,557
Married
3
Bachelor's
Unemployed
20.592745
Urban
Basic
1
9
397
7
2023-06-17 15:21:39.134960
Average
Yes
Rarely
Condo
717
52,068
21
Female
51,927
Married
3
Bachelor's
null
30.070546
Rural
Basic
2
14
343
8
2020-03-05 15:21:39.179186
Average
No
Weekly
Condo
2,621
52,069
55
Male
56,617
Single
3
Master's
Unemployed
23.919563
Suburban
Basic
null
4
455
2
2024-08-12 15:21:39.134960
Average
Yes
Rarely
Condo
132
52,070
60
Female
62,912
Single
1
Bachelor's
Unemployed
42.146784
Suburban
Comprehensive
1
4
357
5
2023-10-15 15:21:39.181605
Poor
No
Weekly
Apartment
710
52,071
32
Male
10,094
Married
0
Master's
null
null
Suburban
Comprehensive
null
2
506
1
2022-11-01 15:21:39.188220
Average
No
Weekly
House
612
52,072
46
Female
81,079
Divorced
2
High School
null
32.917335
Rural
Basic
1
1
590
3
2019-09-16 15:21:39.164044
Poor
No
Monthly
Apartment
3,489
52,073
39
Female
20,963
Married
4
High School
Employed
31.243668
Urban
Premium
0
3
662
9
2020-03-04 15:21:39.155231
Good
No
Rarely
Condo
2,822
52,074
21
Female
54,655
Married
null
Master's
Self-Employed
35.681227
Rural
Comprehensive
2
2
691
9
2022-09-14 15:21:39.148733
Good
Yes
Monthly
Apartment
2,277
52,075
27
Female
15,107
Single
2
Bachelor's
null
46.487913
Rural
Basic
0
5
null
5
2022-12-16 15:21:39.095696
Average
No
Daily
House
654
52,076
42
Male
32,864
Single
4
PhD
Unemployed
26.8783
Urban
Comprehensive
2
3
331
1
2022-09-04 15:21:39.276388
Good
Yes
Rarely
House
1,246
52,077
56
Female
20,231
Divorced
4
Master's
null
34.723661
Rural
Comprehensive
null
6
429
5
2021-11-24 15:21:39.134960
Poor
Yes
Daily
Condo
1,127
52,078
31
Female
9,097
Married
0
High School
null
46.838312
Rural
Comprehensive
1
16
600
8
2020-04-20 15:21:39.132191
Poor
Yes
Daily
Condo
2,296
52,079
31
Male
13,331
Married
1
PhD
null
47.934256
Rural
Comprehensive
3
8
691
1
2024-03-10 15:21:39.119168
Good
Yes
Rarely
Condo
3,692
52,080
33
Female
4,065
Divorced
2
Master's
Unemployed
22.23607
Suburban
Comprehensive
2
16
520
9
2019-08-23 15:21:39.273454
Good
Yes
Weekly
Apartment
1,594
52,081
22
Male
36,118
Divorced
2
PhD
Employed
37.814793
Urban
Basic
0
17
657
8
2021-04-21 15:21:39.205850
Good
Yes
Weekly
Apartment
1,686
52,082
21
Male
4,731
Single
2
Bachelor's
Employed
9.674872
Rural
Basic
1
7
403
6
2021-05-27 15:21:39.273973
Average
Yes
Daily
Condo
929
52,083
47
Male
25,247
Single
3
Master's
Employed
null
Urban
Premium
0
4
null
8
2020-04-18 15:21:39.193945
Poor
No
Daily
Condo
4,538
52,084
63
Female
615
Divorced
1
Master's
Self-Employed
43.937493
Urban
Basic
null
12
328
7
2022-03-10 15:21:39.182597
Average
Yes
Monthly
House
739
52,085
49
Male
6,098
Divorced
4
High School
Employed
38.369926
Urban
Premium
1
17
758
3
2022-03-11 15:21:39.237118
Good
Yes
Monthly
House
749
52,086
23
Male
1,610
Divorced
2
PhD
Unemployed
null
Urban
Premium
0
15
587
3
2020-07-11 15:21:39.164044
Good
No
Monthly
Apartment
1,207
52,087
41
Female
64,582
Married
4
PhD
Unemployed
null
Rural
Basic
null
16
397
4
2022-02-03 15:21:39.155231
Good
No
Rarely
Apartment
1,511
52,088
32
Male
14,499
Single
2
Master's
Unemployed
33.926509
Urban
Premium
2
8
355
4
2020-04-22 15:21:39.190215
Poor
No
Daily
House
473
52,089
23
Male
17,554
Divorced
1
PhD
Unemployed
20.704969
Rural
Comprehensive
0
4
744
4
2024-03-05 15:21:39.088124
Average
No
Daily
House
988
52,090
29
Male
91,021
Single
null
Master's
Employed
51.095029
Rural
Basic
0
0
801
3
2020-03-23 15:21:39.152732
Poor
No
Rarely
Condo
2,941
52,091
20
Male
16,459
null
0
High School
null
30.93817
Rural
Basic
2
18
null
7
2021-02-05 15:21:39.170099
Good
Yes
Weekly
Apartment
652
52,092
44
Female
2,890
Single
2
PhD
Self-Employed
11.942105
Suburban
Premium
2
17
323
7
2020-01-12 15:21:39.232526
Good
Yes
Daily
Condo
894
52,093
39
Male
10,187
Married
3
Master's
Employed
5.811883
Urban
Premium
3
10
null
4
2021-11-27 15:21:39.237118
Poor
Yes
Monthly
House
1,822
52,094
36
Male
33,040
Single
1
PhD
Unemployed
31.083217
Urban
Comprehensive
0
0
567
5
2021-04-18 15:21:39.248098
Average
Yes
Rarely
Condo
542
52,095
50
Male
38,123
Married
1
Master's
Employed
null
Rural
Basic
1
1
742
9
2021-01-21 15:21:39.269494
Good
Yes
Weekly
Condo
794
52,096
28
Female
43,461
Divorced
2
Master's
Unemployed
8.633796
Suburban
Basic
1
18
591
2
2021-07-29 15:21:39.263607
Average
No
Daily
Apartment
626
52,097
63
Female
19,024
Married
2
Bachelor's
Employed
10.42797
Urban
Premium
2
7
359
3
2020-12-26 15:21:39.276388
Average
No
Daily
House
664
52,098
24
Male
134,919
Single
2
Bachelor's
null
34.938105
Suburban
Premium
5
16
384
4
2021-03-03 15:21:39.281787
Average
No
Daily
House
393
52,099
51
Male
1,586
Divorced
2
Bachelor's
Employed
10.664379
Urban
Premium
0
8
769
3
2024-05-24 15:21:39.155231
null
No
Rarely
Condo
943