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
1,169,900
29
Female
5,947
Married
2
High School
Self-Employed
null
Rural
Basic
2
5
776
6
2023-07-18 15:21:39.237118
Poor
No
Monthly
House
1,408
1,169,901
52
Male
535
Divorced
2
Bachelor's
Unemployed
17.822117
Rural
Basic
1
11
677
2
2023-02-26 15:21:39.192212
Poor
Yes
Weekly
House
2,084
1,169,902
null
Female
93,109
Divorced
0
PhD
Employed
29.92793
Rural
Basic
2
5
490
3
2019-11-30 15:21:39.276901
Poor
No
Monthly
Condo
1,681
1,169,903
27
Female
36,255
Divorced
0
Master's
Employed
38.243023
Rural
Basic
2
11
532
3
2021-10-07 15:21:39.213373
Good
Yes
Monthly
House
616
1,169,904
25
Female
4,027
Divorced
3
PhD
Employed
42.658569
Rural
Premium
0
11
656
5
2023-11-30 15:21:39.096739
Average
No
Weekly
Apartment
2,234
1,169,905
18
Male
57,000
Divorced
1
Bachelor's
Unemployed
23.837388
Rural
Comprehensive
0
13
442
6
2019-09-21 15:21:39.252145
Average
Yes
Daily
House
3,166
1,169,906
26
Male
30,984
Single
3
PhD
Self-Employed
14.717736
Urban
Comprehensive
null
1
637
5
2022-01-12 15:21:39.177724
Good
No
Monthly
Apartment
884
1,169,907
28
Female
8,791
Married
0
Bachelor's
null
13.706078
Rural
Basic
1
4
593
5
2020-11-29 15:21:39.143708
Average
No
Rarely
Apartment
437
1,169,908
64
Female
103,534
Divorced
1
PhD
Self-Employed
21.939389
Rural
Premium
0
18
401
8
2021-07-28 15:21:39.155231
Good
Yes
Rarely
Apartment
1,020
1,169,909
59
Male
39,906
Divorced
2
PhD
Employed
14.091539
Rural
Premium
null
12
602
4
2020-10-30 15:21:39.173834
Poor
Yes
Rarely
Apartment
20
1,169,910
56
Male
3,859
Single
2
Bachelor's
Self-Employed
null
Rural
Premium
2
10
585
9
2024-07-17 15:21:39.113566
Good
Yes
Rarely
Apartment
2,615
1,169,911
44
Male
118,457
Married
null
PhD
null
23.295867
Urban
Comprehensive
0
15
452
5
2021-10-28 15:21:39.118178
Good
Yes
Daily
House
539
1,169,912
60
Male
633
Married
0
PhD
null
22.313946
Suburban
Basic
0
9
676
7
2022-06-13 15:21:39.134960
Good
No
Monthly
Condo
2,360
1,169,913
44
Male
123,996
Single
0
PhD
null
27.812137
Suburban
Comprehensive
1
12
693
3
2023-06-05 15:21:39.187211
Average
Yes
Daily
Apartment
123
1,169,914
35
Male
56,865
Married
0
Master's
Self-Employed
44.444981
Rural
Comprehensive
0
2
447
6
2022-07-07 15:21:39.155231
Poor
No
Daily
Apartment
468
1,169,915
57
Male
89,027
Married
2
Master's
null
8.099416
Urban
Premium
2
18
536
9
2024-03-31 15:21:39.190215
Good
Yes
Rarely
Apartment
414
1,169,916
26
Female
8,875
Single
1
Master's
null
27.846387
Suburban
Basic
2
12
536
7
2020-03-13 15:21:39.122134
Poor
No
Weekly
House
381
1,169,917
37
Male
20,906
Married
3
High School
Employed
43.848339
Rural
Comprehensive
1
9
567
8
2021-10-20 15:21:39.102694
Average
No
Daily
Apartment
851
1,169,918
64
Male
30,490
Single
2
PhD
Employed
32.818478
Rural
Premium
1
17
607
7
2019-08-20 15:21:39.211806
Good
No
Rarely
Apartment
473
1,169,919
56
Female
44,914
Single
1
PhD
null
29.636926
Rural
Basic
0
8
686
1
2021-03-09 15:21:39.091080
Average
Yes
Weekly
House
1,020
1,169,920
37
Male
3,254
Married
1
Bachelor's
null
21.170787
Rural
Basic
0
3
523
4
2022-02-16 15:21:39.207847
Average
No
Weekly
House
2,718
1,169,921
25
Male
66,766
Married
0
Bachelor's
Employed
37.17822
Urban
Premium
0
16
438
5
2021-09-26 15:21:39.285112
Average
Yes
Daily
House
979
1,169,922
27
Female
8,894
Divorced
0
High School
null
38.837392
Urban
Premium
null
16
794
3
2024-02-25 15:21:39.186212
Good
No
Monthly
Condo
1,233
1,169,923
29
Male
17,085
Married
0
PhD
Unemployed
11.636232
Urban
Premium
1
8
794
3
2020-08-19 15:21:39.246098
Average
No
Weekly
Apartment
483
1,169,924
33
Male
2,631
Single
2
High School
null
null
Urban
Premium
0
9
704
6
2023-05-09 15:21:39.095696
Good
No
Weekly
Condo
622
1,169,925
42
Female
29,003
Divorced
0
PhD
Self-Employed
5.536519
Rural
Basic
1
11
474
6
2022-05-17 15:21:39.094752
Average
Yes
Weekly
House
2,689
1,169,926
20
Female
2,639
Single
3
Bachelor's
null
6.603776
Rural
Comprehensive
2
12
705
2
2022-09-25 15:21:39.134960
Good
No
Monthly
Condo
881
1,169,927
40
Male
4,769
Divorced
0
Bachelor's
Employed
12.104981
Suburban
Premium
0
16
747
9
2022-05-18 15:21:39.176717
Good
Yes
Monthly
Apartment
168
1,169,928
53
Male
104,768
Single
2
PhD
null
15.093009
Rural
Comprehensive
null
17
584
7
2022-09-16 15:21:39.155231
Poor
No
Rarely
House
339
1,169,929
null
Female
25,400
Married
1
High School
null
23.071269
Urban
Premium
1
11
null
6
2021-02-26 15:21:39.267454
Average
Yes
Monthly
House
743
1,169,930
45
Male
16,054
Divorced
3
High School
Employed
37.47715
Rural
Premium
1
19
367
8
2020-04-25 15:21:39.237118
Poor
No
Daily
House
510
1,169,931
null
Female
2,102
Divorced
0
High School
Unemployed
49.304036
Urban
Basic
2
2
null
8
2020-07-04 15:21:39.085129
Poor
Yes
Weekly
Condo
709
1,169,932
44
Male
11,573
Single
3
PhD
null
35.637886
Rural
Basic
null
10
313
9
2022-02-10 15:21:39.230483
Good
Yes
Daily
House
570
1,169,933
36
Female
14,097
Single
1
Master's
Self-Employed
39.790597
Suburban
Comprehensive
0
9
null
8
2022-06-27 15:21:39.237118
Average
No
Monthly
House
857
1,169,934
36
Male
12,419
Single
2
High School
Unemployed
20.95573
Rural
Basic
1
0
739
8
2023-05-03 15:21:39.088124
Poor
No
Weekly
House
2,985
1,169,935
49
Male
1,460
Single
null
PhD
Self-Employed
41.806038
Rural
Comprehensive
0
12
725
5
2019-10-29 15:21:39.134960
Good
No
Daily
House
2,749
1,169,936
36
Female
27,983
Married
3
Bachelor's
null
33.612828
Rural
Basic
2
15
664
7
2023-01-21 15:21:39.206847
Good
No
Rarely
House
539
1,169,937
35
Female
102,372
Divorced
1
PhD
Self-Employed
10.786475
Suburban
Comprehensive
null
11
336
6
2021-04-05 15:21:39.191219
Average
Yes
Rarely
Apartment
542
1,169,938
49
Male
147,719
Single
2
Bachelor's
Self-Employed
8.764471
Suburban
Comprehensive
1
5
332
4
2020-01-14 15:21:39.259788
Poor
Yes
Weekly
Apartment
1,883
1,169,939
45
Male
37,881
Divorced
null
Bachelor's
null
18.808849
Rural
Basic
null
0
null
3
2021-07-01 15:21:39.109552
Average
Yes
Rarely
Apartment
1,328
1,169,940
32
Female
73,944
Divorced
4
High School
Self-Employed
25.823891
Urban
Basic
0
0
328
1
2023-06-14 15:21:39.083497
null
Yes
Rarely
House
545
1,169,941
29
Female
10,080
Married
3
Master's
Unemployed
47.937356
Rural
Comprehensive
1
13
725
5
2021-10-16 15:21:39.257696
Poor
Yes
Monthly
Condo
1,069
1,169,942
50
Male
21,405
Divorced
0
High School
null
27.445098
Urban
Premium
2
11
807
2
2022-12-15 15:21:39.281787
Good
Yes
Rarely
Condo
459
1,169,943
45
Female
90,133
Married
1
PhD
null
3.294218
Rural
Premium
1
0
518
1
2022-06-07 15:21:39.101733
Poor
Yes
Daily
Apartment
268
1,169,944
37
Male
51,880
Married
3
High School
Employed
48.286936
Suburban
Premium
0
7
596
2
2024-07-13 15:21:39.087123
null
Yes
Monthly
Condo
27
1,169,945
42
Female
19,182
Married
1
Bachelor's
Self-Employed
44.292271
Rural
Premium
null
8
795
5
2021-01-01 15:21:39.092127
Average
No
Daily
Condo
1,213
1,169,946
64
Female
43,470
Married
2
Master's
Self-Employed
27.933009
Urban
Comprehensive
1
6
632
1
2021-06-09 15:21:39.192212
Poor
Yes
Daily
House
921
1,169,947
30
Female
102,830
Divorced
0
Bachelor's
Employed
44.819053
Rural
Comprehensive
2
1
614
2
2019-11-26 15:21:39.237118
Poor
Yes
Weekly
House
3,047
1,169,948
34
Male
136,914
Divorced
null
PhD
Self-Employed
null
Suburban
Basic
1
18
522
9
2024-05-14 15:21:39.180553
null
Yes
Daily
Apartment
1,176
1,169,949
62
Male
58,928
Single
4
PhD
Unemployed
32.120817
Suburban
Premium
1
3
356
8
2022-06-24 15:21:39.172097
Poor
Yes
Monthly
Apartment
441
1,169,950
53
Male
16,285
Divorced
0
Master's
Self-Employed
12.005783
Urban
Premium
0
12
636
2
2021-11-09 15:21:39.224915
Average
No
Rarely
House
626
1,169,951
32
Male
60,948
Married
3
Master's
Employed
26.596806
Suburban
Comprehensive
1
8
457
1
2022-04-04 15:21:39.092127
Average
Yes
Rarely
House
1,309
1,169,952
25
Female
7,092
Single
2
Bachelor's
Employed
10.622139
Suburban
Comprehensive
1
3
603
8
2024-04-01 15:21:39.134960
Good
Yes
Daily
Apartment
1,725
1,169,953
28
Male
3,950
Married
null
Bachelor's
null
28.764128
Rural
Premium
2
8
318
7
2023-09-01 15:21:39.221386
Average
No
Daily
House
1,210
1,169,954
28
Female
14,084
Married
null
Master's
Self-Employed
21.244899
Urban
Comprehensive
1
9
548
3
2024-06-24 15:21:39.217387
Poor
Yes
Monthly
Apartment
49
1,169,955
27
Female
12,881
Single
2
Bachelor's
Unemployed
23.835943
Urban
Basic
0
0
685
9
2022-10-16 15:21:39.237118
Average
No
Rarely
Apartment
1,578
1,169,956
50
Male
13,983
Married
2
PhD
Employed
21.759848
Rural
Basic
null
9
594
6
2024-06-05 15:21:39.281787
Poor
Yes
Rarely
Condo
1,421
1,169,957
38
Female
13,092
Divorced
0
High School
Employed
17.573444
Suburban
Comprehensive
null
13
540
4
2022-07-29 15:21:39.202448
Poor
No
Daily
House
615
1,169,958
44
Female
12,095
Divorced
1
High School
Unemployed
35.503789
Rural
Comprehensive
null
3
472
8
2023-06-20 15:21:39.155231
Poor
No
Daily
House
2,121
1,169,959
18
Male
16,087
Divorced
1
Master's
Employed
null
Rural
Comprehensive
null
13
544
4
2020-11-18 15:21:39.269494
Average
No
Monthly
Condo
817
1,169,960
null
Male
15,459
Divorced
0
High School
Unemployed
13.749364
Urban
Comprehensive
2
10
844
5
2020-05-06 15:21:39.134960
Poor
No
Daily
House
1,617
1,169,961
42
Female
72,463
Divorced
3
Master's
Unemployed
33.268748
Suburban
Comprehensive
null
6
419
2
2023-06-02 15:21:39.263607
Average
Yes
Weekly
Apartment
542
1,169,962
36
Male
15,641
Married
1
High School
Employed
47.079282
Suburban
Premium
null
11
747
5
2023-10-14 15:21:39.080440
Average
Yes
Weekly
House
1,205
1,169,963
26
Male
109,726
Divorced
1
Master's
Self-Employed
null
Rural
Comprehensive
0
0
371
5
2020-05-16 15:21:39.176717
Good
Yes
Daily
Apartment
537
1,169,964
59
Female
2,946
Single
3
Master's
Employed
31.001002
Urban
Basic
null
1
410
2
2021-04-28 15:21:39.155231
Poor
No
Rarely
House
1,678
1,169,965
42
Female
null
Divorced
0
Master's
Unemployed
13.684444
Suburban
Comprehensive
2
18
438
3
2021-08-01 15:21:39.267454
Poor
No
Weekly
House
2,553
1,169,966
44
Female
9,894
Single
3
PhD
null
20.066576
Urban
Comprehensive
2
12
561
2
2020-01-23 15:21:39.175719
Poor
No
Weekly
Condo
1,085
1,169,967
58
Male
44,772
Single
1
High School
Employed
13.660878
Rural
Premium
null
2
589
7
2021-11-27 15:21:39.148733
Average
Yes
Daily
Condo
2,780
1,169,968
54
Male
24,233
Single
4
Bachelor's
Self-Employed
24.059026
Suburban
Premium
null
10
543
9
2022-02-12 15:21:39.134960
Poor
No
Rarely
Condo
796
1,169,969
36
Male
81,294
Single
2
Bachelor's
Employed
31.919363
Urban
Basic
0
19
341
9
2022-04-29 15:21:39.257696
Poor
Yes
Rarely
House
1,482
1,169,970
28
Male
20,784
Single
null
Master's
Employed
6.18148
Urban
Comprehensive
2
11
520
9
2020-04-13 15:21:39.183598
Poor
No
Rarely
Apartment
1,691
1,169,971
48
Female
6,526
Divorced
1
High School
Self-Employed
29.570764
Suburban
Comprehensive
null
2
481
9
2020-12-08 15:21:39.261856
Good
No
Daily
Condo
1,135
1,169,972
58
Male
1,164
Married
2
High School
Self-Employed
26.898086
Suburban
Comprehensive
2
18
727
8
2020-09-11 15:21:39.096739
Good
Yes
Daily
Condo
2,273
1,169,973
20
Female
34,347
Single
4
Master's
Self-Employed
27.919497
Urban
Basic
null
10
796
7
2022-07-22 15:21:39.096739
Average
Yes
Weekly
Condo
25
1,169,974
55
Female
27,088
Divorced
4
High School
Unemployed
31.516926
Urban
Comprehensive
1
11
709
7
2023-11-06 15:21:39.172097
Good
No
Rarely
Condo
253
1,169,975
54
Male
22,424
Married
1
PhD
Self-Employed
26.907856
Suburban
Premium
null
3
553
4
2021-03-10 15:21:39.246098
Average
Yes
Monthly
House
645
1,169,976
47
Female
16,751
Divorced
1
Master's
Unemployed
33.00228
Suburban
Basic
1
18
556
1
2020-08-27 15:21:39.172097
Poor
Yes
Weekly
House
806
1,169,977
51
Male
52,276
Divorced
2
High School
null
27.7929
Rural
Comprehensive
0
15
598
2
2023-10-12 15:21:39.098696
Poor
No
Rarely
Condo
205
1,169,978
32
Male
5,892
Single
2
Bachelor's
Employed
35.948665
Suburban
Comprehensive
null
0
703
4
2019-10-07 15:21:39.167099
Good
No
Monthly
Apartment
728
1,169,979
63
Female
1,296
Married
null
High School
null
41.837487
Rural
Comprehensive
3
19
null
8
2024-02-24 15:21:39.237118
Average
No
Monthly
House
1,104
1,169,980
47
Female
5,829
Married
4
Bachelor's
Self-Employed
34.657823
Suburban
Premium
0
7
661
7
2023-12-02 15:21:39.209847
Good
No
Daily
Condo
1,326
1,169,981
40
Male
4,066
Married
0
High School
Employed
48.50988
Urban
Basic
null
10
447
9
2020-05-17 15:21:39.208842
Good
Yes
Rarely
House
496
1,169,982
36
Male
43,128
Divorced
0
Bachelor's
null
11.011275
Suburban
Premium
2
14
552
7
2022-08-23 15:21:39.155231
Poor
No
Rarely
Apartment
309
1,169,983
null
Male
4,439
Married
3
Master's
null
5.43872
Rural
Comprehensive
null
10
null
9
2023-05-16 15:21:39.130190
Average
Yes
Weekly
House
393
1,169,984
31
Female
28,691
Single
0
Master's
Employed
7.70752
Suburban
Premium
0
5
515
6
2019-10-23 15:21:39.279729
Good
No
Rarely
House
456
1,169,985
29
Female
104,773
Single
null
PhD
Employed
23.030906
Rural
Basic
2
6
453
7
2020-08-24 15:21:39.269494
Poor
Yes
Daily
House
2,913
1,169,986
55
Female
36,115
Married
0
Bachelor's
Unemployed
31.076366
Rural
Basic
2
17
446
1
2022-12-07 15:21:39.237118
Poor
No
Rarely
Apartment
1,410
1,169,987
26
Male
9,069
Divorced
0
Bachelor's
Self-Employed
19.638015
Urban
Basic
1
19
448
7
2020-04-02 15:21:39.254678
Poor
Yes
Monthly
Condo
821
1,169,988
34
Female
1,235
Divorced
2
Bachelor's
Self-Employed
9.437913
Suburban
Premium
0
16
534
2
2022-09-19 15:21:39.220389
Average
No
Daily
Apartment
2,344
1,169,989
18
Female
103,597
Single
0
High School
Self-Employed
51.372362
Rural
Basic
1
5
420
8
2022-10-11 15:21:39.225916
Average
No
Weekly
House
2,914
1,169,990
39
Male
74,810
Married
2
High School
Unemployed
21.936364
Rural
Premium
null
13
554
9
2019-10-14 15:21:39.250151
Good
Yes
Daily
Condo
24
1,169,991
49
Male
61,850
Married
2
Master's
Employed
18.816407
Suburban
Premium
1
2
439
3
2022-05-03 15:21:39.097737
Poor
Yes
Weekly
House
759
1,169,992
29
Male
7,837
Married
2
PhD
Employed
47.933132
Suburban
Premium
1
1
513
7
2024-04-12 15:21:39.237118
Average
Yes
Daily
House
1,089
1,169,993
24
Female
19,761
Single
2
Master's
Self-Employed
34.093055
Suburban
Basic
1
18
642
9
2021-02-08 15:21:39.264504
Poor
No
Monthly
House
1,813
1,169,994
29
Female
107,947
Divorced
4
PhD
null
9.334039
Urban
Comprehensive
null
10
444
5
2021-08-11 15:21:39.111551
Poor
No
Daily
Apartment
966
1,169,995
55
Male
27,863
Married
3
Master's
Self-Employed
25.057732
Suburban
Basic
null
17
676
4
2020-01-08 15:21:39.155231
Good
No
Weekly
Condo
582
1,169,996
38
Female
60,957
Divorced
2
Master's
Employed
41.507318
Suburban
Premium
2
2
742
3
2022-05-16 15:21:39.187211
null
No
Daily
Apartment
326
1,169,997
61
Female
30,335
Single
0
Master's
Self-Employed
24.202325
Rural
Premium
0
2
662
7
2023-02-07 15:21:39.201446
Poor
No
Rarely
House
281
1,169,998
40
Female
15,282
Married
1
Master's
Self-Employed
null
Suburban
Basic
null
16
530
6
2021-05-04 15:21:39.168099
Poor
Yes
Daily
Condo
456
1,169,999
50
Male
27,468
Married
0
Master's
Employed
35.859837
Suburban
Comprehensive
0
1
661
1
2024-03-02 15:21:39.172097
Average
No
Monthly
Condo
612