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
1,171,000
58
Male
43,970
Single
null
Master's
Self-Employed
31.722997
Suburban
Premium
0
12
null
2
2023-06-11 15:21:39.108562
Good
No
Rarely
Apartment
531
1,171,001
32
Female
15,891
Divorced
2
Bachelor's
Employed
37.358899
Suburban
Comprehensive
0
10
731
5
2024-01-14 15:21:39.174719
Good
Yes
Daily
Condo
25
1,171,002
64
Male
61,499
Single
4
High School
Self-Employed
21.635518
Rural
Comprehensive
null
1
397
3
2024-07-16 15:21:39.168099
Good
Yes
Daily
Apartment
61
1,171,003
36
Female
40,627
Married
4
Master's
null
11.612529
Rural
Premium
0
18
null
5
2022-09-06 15:21:39.134960
Poor
No
Weekly
Apartment
397
1,171,004
56
Female
45,279
Married
0
PhD
Employed
28.290526
Suburban
Premium
null
6
835
5
2019-10-17 15:21:39.199447
Good
No
Rarely
House
823
1,171,005
51
Male
50,781
Divorced
3
High School
Employed
32.29075
Urban
Comprehensive
0
19
507
7
2022-09-03 15:21:39.237118
Average
No
Rarely
Apartment
432
1,171,006
55
Male
16,881
Single
4
PhD
null
39.596974
Suburban
Premium
null
16
652
3
2024-08-02 15:21:39.214388
Average
No
Monthly
Condo
1,179
1,171,007
62
Female
1,429
Divorced
null
Master's
Employed
29.099091
Rural
Basic
2
13
685
8
2020-08-15 15:21:39.155231
Poor
Yes
Monthly
Condo
798
1,171,008
55
Male
86,866
Divorced
null
Bachelor's
Self-Employed
16.569113
Urban
Comprehensive
0
19
439
2
2022-02-10 15:21:39.146733
Good
No
Daily
Condo
1,218
1,171,009
63
Male
130,156
Divorced
3
Bachelor's
Employed
15.997981
Suburban
Comprehensive
1
10
449
7
2023-11-21 15:21:39.155231
Average
No
Monthly
Apartment
2,536
1,171,010
55
Female
132,475
Married
2
Master's
Employed
31.87846
Rural
Basic
1
17
344
5
2023-08-03 15:21:39.126661
Poor
No
Monthly
Apartment
1,053
1,171,011
64
Female
null
Divorced
0
High School
Self-Employed
29.812409
Suburban
Basic
0
0
368
5
2022-09-01 15:21:39.276901
Poor
Yes
Monthly
House
1,229
1,171,012
38
Female
28,112
Divorced
2
Master's
Unemployed
28.758907
Suburban
Comprehensive
2
9
429
1
2021-09-08 15:21:39.176717
Poor
Yes
Daily
House
538
1,171,013
39
Male
13,760
Married
2
Master's
null
43.957357
Urban
Basic
0
11
458
4
2022-01-13 15:21:39.278402
Average
No
Daily
Apartment
1,641
1,171,014
18
Male
99,891
Single
1
Master's
Unemployed
17.719822
Rural
Premium
3
14
642
9
2019-10-15 15:21:39.237118
Good
No
Monthly
Condo
3,941
1,171,015
20
Male
52,282
Single
4
Master's
Employed
29.676815
Rural
Comprehensive
null
16
406
2
2022-05-10 15:21:39.281787
null
No
Monthly
Apartment
365
1,171,016
58
Male
54,801
Single
0
High School
Employed
28.828106
Rural
Comprehensive
1
17
646
4
2020-09-14 15:21:39.283783
Poor
Yes
Weekly
Condo
408
1,171,017
61
Male
71,654
Divorced
0
Master's
Employed
17.092119
Suburban
Comprehensive
null
0
430
3
2022-08-18 15:21:39.132191
Poor
No
Monthly
Condo
1,811
1,171,018
46
Female
15,688
Divorced
2
Master's
Self-Employed
4.840311
Urban
Comprehensive
null
1
507
9
2020-08-20 15:21:39.134960
Average
Yes
Weekly
Condo
561
1,171,019
30
Male
2,770
Divorced
0
PhD
Unemployed
52.824592
Rural
Premium
2
8
null
8
2023-02-27 15:21:39.281787
Good
Yes
Rarely
Apartment
1,192
1,171,020
40
Female
66,929
Single
2
Bachelor's
null
27.913196
Urban
Basic
null
11
361
1
2022-06-07 15:21:39.134960
Good
Yes
Weekly
Condo
892
1,171,021
55
Female
115,271
Divorced
4
Bachelor's
Self-Employed
6.8453
Suburban
Comprehensive
0
4
433
7
2022-11-04 15:21:39.081504
Poor
Yes
Weekly
Apartment
27
1,171,022
53
Male
9,197
Married
0
Bachelor's
Unemployed
10.774072
Rural
Comprehensive
3
12
758
9
2023-07-16 15:21:39.211806
null
Yes
Weekly
Condo
1,069
1,171,023
60
Male
16,250
Married
1
PhD
Self-Employed
21.370075
Suburban
Basic
null
9
591
4
2020-08-24 15:21:39.237118
Good
No
Daily
Condo
722
1,171,024
41
Female
27,386
Married
3
PhD
Unemployed
50.592005
Suburban
Basic
1
5
559
8
2020-03-26 15:21:39.276901
Average
Yes
Rarely
House
1,013
1,171,025
37
Male
10,982
Married
0
Bachelor's
Unemployed
27.723557
Rural
Comprehensive
0
17
null
7
2023-11-02 15:21:39.155231
Average
No
Rarely
House
1,059
1,171,026
18
Female
3,544
Divorced
4
PhD
null
26.711366
Rural
Basic
0
8
466
1
2023-03-14 15:21:39.134960
Good
No
Monthly
House
1,563
1,171,027
23
Female
4,532
Single
2
Master's
Self-Employed
48.9001
Suburban
Premium
3
19
669
5
2023-06-11 15:21:39.181605
Good
Yes
Rarely
House
49
1,171,028
52
Male
35,178
Divorced
4
Master's
Self-Employed
5.46067
Rural
Premium
2
2
522
1
2022-09-28 15:21:39.192212
Average
Yes
Daily
House
2,750
1,171,029
40
Female
5,743
Divorced
null
PhD
null
13.133769
Urban
Comprehensive
0
5
658
7
2021-04-15 15:21:39.257696
Poor
No
Weekly
House
587
1,171,030
49
Male
82,717
Divorced
0
PhD
Unemployed
20.104863
Rural
Premium
1
4
419
4
2021-09-24 15:21:39.172097
Poor
No
Daily
Apartment
1,358
1,171,031
21
Female
61,687
Divorced
3
PhD
Unemployed
17.948318
Suburban
Premium
0
3
null
3
2020-12-23 15:21:39.132191
Average
No
Weekly
Condo
142
1,171,032
61
Female
null
Divorced
4
High School
null
14.499946
Suburban
Premium
null
8
null
3
2021-04-30 15:21:39.230483
Good
No
Weekly
Apartment
274
1,171,033
40
Female
57,943
Married
4
Master's
null
12.064851
Urban
Premium
0
11
406
7
2023-05-06 15:21:39.237118
Poor
Yes
Monthly
House
1,176
1,171,034
48
Female
45,626
Married
0
Bachelor's
Employed
10.249718
Urban
Premium
0
14
817
5
2024-07-27 15:21:39.180553
Good
No
Monthly
House
1,404
1,171,035
63
Female
21,742
Married
2
High School
null
40.834363
Suburban
Basic
0
6
467
9
2020-10-17 15:21:39.222387
Good
Yes
Weekly
House
171
1,171,036
48
Male
28
Single
1
Bachelor's
Self-Employed
29.95818
Urban
Basic
null
8
804
8
2020-08-02 15:21:39.272456
Good
No
Weekly
Apartment
331
1,171,037
26
Male
43,122
Divorced
4
High School
Unemployed
37.868452
Rural
Premium
1
18
677
1
2023-01-07 15:21:39.237118
Good
No
Daily
House
320
1,171,038
37
Female
null
Divorced
2
Bachelor's
null
35.166424
Rural
Premium
0
7
407
2
2022-12-14 15:21:39.256696
Average
Yes
Monthly
House
2,342
1,171,039
49
Male
1,080
Divorced
null
Master's
Self-Employed
21.344035
Urban
Premium
1
4
432
7
2022-08-01 15:21:39.267454
Good
Yes
Monthly
House
535
1,171,040
36
Female
782
Divorced
0
Bachelor's
Employed
39.069615
Suburban
Basic
null
5
496
1
2021-06-20 15:21:39.150730
Poor
No
Rarely
House
496
1,171,041
50
Female
23,203
Divorced
2
PhD
null
27.784859
Rural
Basic
1
4
778
1
2024-04-14 15:21:39.237118
Average
Yes
Rarely
Condo
942
1,171,042
64
Female
64,461
Single
2
High School
Unemployed
32.929807
Rural
Comprehensive
3
2
641
6
2021-12-08 15:21:39.107553
null
Yes
Rarely
Condo
801
1,171,043
35
Male
null
Single
4
PhD
null
20.987964
Rural
Basic
2
10
null
5
2024-07-03 15:21:39.184157
Good
No
Daily
House
239
1,171,044
52
Female
60,052
Divorced
null
Master's
Employed
47.813567
Urban
Basic
1
17
821
7
2021-01-06 15:21:39.265513
Good
No
Daily
Condo
267
1,171,045
23
Male
1,610
Divorced
0
High School
Employed
29.567854
Suburban
Premium
1
5
830
3
2023-04-06 15:21:39.237118
Poor
No
Weekly
House
409
1,171,046
38
Female
16,375
Single
4
Bachelor's
Employed
15.99075
Suburban
Basic
null
11
629
3
2019-11-15 15:21:39.191219
Good
No
Daily
Condo
586
1,171,047
30
Female
117,400
Married
null
PhD
null
18.711708
Suburban
Comprehensive
null
3
436
7
2021-04-07 15:21:39.279729
Poor
No
Monthly
Condo
1,705
1,171,048
34
Male
8,518
Married
3
Bachelor's
null
29.027345
Urban
Premium
1
8
329
3
2024-02-19 15:21:39.279729
Average
No
Weekly
Apartment
1,740
1,171,049
30
Female
24,891
Single
null
Bachelor's
Unemployed
43.160901
Suburban
Comprehensive
0
3
781
2
2022-08-26 15:21:39.226954
Good
No
Weekly
House
393
1,171,050
64
Male
5,566
Divorced
2
Bachelor's
null
26.275701
Suburban
Comprehensive
null
4
695
7
2020-11-14 15:21:39.172097
Poor
Yes
Weekly
Condo
648
1,171,051
22
Male
43,746
Married
4
High School
Employed
11.958224
Urban
Comprehensive
1
4
841
4
2022-08-07 15:21:39.086123
Average
No
Monthly
House
1,499
1,171,052
38
Female
62,788
Married
0
PhD
null
16.236045
Urban
Comprehensive
null
19
368
8
2023-10-16 15:21:39.181605
null
Yes
Rarely
Condo
1,389
1,171,053
24
Female
17,078
Divorced
4
Master's
Unemployed
37.884981
Rural
Basic
1
5
373
9
2021-12-12 15:21:39.129190
Poor
No
Weekly
Condo
1,318
1,171,054
61
Male
37,807
Married
1
Bachelor's
null
29.39786
Urban
Premium
2
2
308
8
2019-12-21 15:21:39.106582
Good
No
Rarely
Condo
3,165
1,171,055
64
Female
20,389
Divorced
2
Bachelor's
Unemployed
null
Urban
Comprehensive
null
9
619
3
2020-02-22 15:21:39.134960
Average
No
Weekly
Condo
818
1,171,056
51
Male
23,777
Divorced
2
Master's
Unemployed
6.414965
Suburban
Premium
null
11
489
3
2022-04-11 15:21:39.121169
Good
No
Daily
House
785
1,171,057
25
Female
7,084
Divorced
3
PhD
null
49.776922
Rural
Comprehensive
null
17
464
6
2020-06-20 15:21:39.172097
Poor
No
Daily
Apartment
918
1,171,058
40
Male
11,573
Married
3
PhD
null
23.339733
Urban
Basic
null
10
497
4
2024-06-20 15:21:39.131192
Poor
Yes
Daily
Condo
101
1,171,059
50
Male
38,612
Single
2
Master's
null
29.945192
Suburban
Comprehensive
0
8
796
9
2020-10-31 15:21:39.283783
Poor
No
Weekly
House
282
1,171,060
39
Male
4,747
Single
0
Master's
null
38.826358
Suburban
Premium
0
6
742
4
2019-10-18 15:21:39.204790
Average
Yes
Rarely
House
733
1,171,061
63
Female
1,745
Single
4
Master's
Self-Employed
35.576508
Suburban
Premium
1
19
631
8
2022-12-17 15:21:39.176717
Good
Yes
Weekly
Apartment
1,906
1,171,062
18
Female
17,096
Divorced
2
High School
Unemployed
33.672185
Suburban
Basic
null
16
null
6
2022-10-27 15:21:39.202448
Poor
No
Daily
Apartment
1,286
1,171,063
23
Female
26,761
Single
1
Master's
null
35.770002
Suburban
Premium
0
12
781
4
2020-12-21 15:21:39.180553
Good
No
Daily
Apartment
667
1,171,064
33
Male
5,949
Single
null
Bachelor's
null
33.382326
Urban
Premium
1
17
824
3
2022-11-06 15:21:39.221386
Poor
No
Weekly
Apartment
827
1,171,065
35
Male
35,781
Married
0
Bachelor's
Unemployed
25.792134
Suburban
Basic
2
12
841
9
2021-12-25 15:21:39.132191
Good
Yes
Rarely
Condo
80
1,171,066
21
Male
21,889
Divorced
0
PhD
Employed
39.025977
Suburban
Premium
1
5
724
9
2022-06-25 15:21:39.181605
Good
Yes
Weekly
Apartment
335
1,171,067
64
Male
24,226
Single
1
PhD
Employed
20.424815
Rural
Premium
null
8
801
7
2021-09-27 15:21:39.134960
Average
No
Monthly
Condo
467
1,171,068
61
Male
81,242
Divorced
0
High School
Employed
26.89558
Rural
Basic
2
17
809
5
2021-12-20 15:21:39.181605
null
Yes
Daily
Apartment
975
1,171,069
33
Male
44,933
Divorced
1
Master's
null
46.564694
Suburban
Comprehensive
null
4
541
1
2024-07-06 15:21:39.107553
Average
Yes
Weekly
Apartment
813
1,171,070
37
Male
76,660
Single
2
Bachelor's
Unemployed
39.754989
Urban
Premium
2
5
727
3
2021-07-03 15:21:39.134960
Good
No
Weekly
Condo
2,076
1,171,071
35
Male
51,437
Divorced
0
PhD
Employed
12.057675
Suburban
Premium
2
5
516
3
2022-05-15 15:21:39.152732
Good
No
Daily
Apartment
376
1,171,072
44
Female
8,878
Single
1
Bachelor's
Employed
35.966648
Urban
Premium
1
19
703
2
2021-03-02 15:21:39.192212
Average
No
Daily
House
1,115
1,171,073
45
Male
8,791
Single
0
Bachelor's
Unemployed
22.834961
Rural
Comprehensive
null
7
604
3
2020-01-10 15:21:39.147735
Good
Yes
Weekly
House
1,043
1,171,074
59
Male
2,979
Divorced
2
PhD
null
10.544939
Suburban
Premium
null
8
383
2
2021-03-12 15:21:39.155231
Average
Yes
Monthly
Condo
719
1,171,075
44
Female
48,735
Divorced
2
Master's
null
17.008739
Rural
Comprehensive
2
11
621
8
2019-11-16 15:21:39.183598
null
Yes
Daily
House
834
1,171,076
42
Male
8,881
Divorced
4
PhD
null
25.071421
Rural
Basic
1
3
595
5
2020-12-19 15:21:39.155231
Poor
Yes
Rarely
Apartment
57
1,171,077
37
Male
49,877
Married
1
Master's
Unemployed
null
Urban
Premium
2
1
394
7
2021-04-22 15:21:39.168099
Average
No
Monthly
Condo
3,645
1,171,078
20
Male
1,103
Divorced
2
Master's
null
4.263525
Rural
Basic
2
6
551
3
2022-10-03 15:21:39.217387
Average
No
Daily
Apartment
587
1,171,079
60
Male
null
Married
0
Master's
Unemployed
30.980185
Suburban
Comprehensive
0
7
422
2
2023-08-27 15:21:39.237118
Good
Yes
Rarely
Condo
103
1,171,080
53
Female
53,501
Single
1
Bachelor's
null
48.652104
Urban
Basic
1
16
431
7
2019-10-04 15:21:39.285112
Average
No
Daily
Condo
438
1,171,081
21
Male
133,318
Single
3
Master's
Unemployed
29.368059
Suburban
Comprehensive
2
3
581
3
2023-05-29 15:21:39.121169
null
Yes
Weekly
Condo
711
1,171,082
63
Male
30,228
Married
2
High School
Unemployed
19.155956
Suburban
Comprehensive
2
3
731
2
2019-10-25 15:21:39.155231
Poor
No
Rarely
Condo
488
1,171,083
37
Male
7,380
Single
null
PhD
Unemployed
27.617944
Urban
Premium
null
7
442
1
2021-04-22 15:21:39.222387
Poor
Yes
Daily
Condo
367
1,171,084
50
Male
null
Divorced
2
Master's
Employed
42.28897
Urban
Premium
null
13
391
9
2020-03-11 15:21:39.122134
Poor
No
Daily
House
1,011
1,171,085
19
Male
108,532
Single
null
High School
null
8.98626
Suburban
Premium
3
8
698
8
2022-10-29 15:21:39.092127
Average
Yes
Daily
House
335
1,171,086
47
Male
29,080
Single
1
Bachelor's
Employed
27.693106
Suburban
Premium
1
1
779
1
2023-10-25 15:21:39.155231
Average
Yes
Daily
Condo
27
1,171,087
44
Male
1,209
Single
3
High School
Unemployed
15.585796
Rural
Premium
3
18
783
8
2019-12-28 15:21:39.164044
null
Yes
Weekly
Apartment
1,246
1,171,088
53
Male
2,447
Single
0
PhD
Employed
21.382978
Urban
Comprehensive
3
7
null
1
2021-10-29 15:21:39.130190
Poor
Yes
Daily
Apartment
30
1,171,089
35
Female
39,011
Married
0
PhD
null
14.846802
Suburban
Basic
null
4
635
1
2020-06-30 15:21:39.172097
Average
No
Rarely
Apartment
3,628
1,171,090
35
Female
16,076
Single
2
Master's
null
4.662718
Rural
Basic
2
13
481
1
2024-04-21 15:21:39.116179
Poor
Yes
Weekly
House
2,248
1,171,091
40
Male
12,163
Single
0
Bachelor's
Unemployed
20.993982
Urban
Basic
2
10
752
3
2022-02-21 15:21:39.237118
Poor
No
Monthly
Condo
514
1,171,092
37
Female
1,727
Married
0
Master's
Employed
19.812996
Rural
Comprehensive
1
4
819
1
2023-12-03 15:21:39.276901
Good
Yes
Monthly
Condo
161
1,171,093
60
Male
23,983
Single
2
High School
null
null
Rural
Premium
null
17
659
6
2019-10-10 15:21:39.122134
Good
No
Rarely
Condo
574
1,171,094
60
Male
98,660
Single
0
PhD
Employed
13.282279
Urban
Basic
1
14
493
9
2020-09-12 15:21:39.079128
Average
No
Rarely
House
42
1,171,095
47
Male
11,724
Single
0
Master's
null
11.868977
Suburban
Basic
1
11
313
4
2023-04-10 15:21:39.165120
Poor
No
Rarely
Apartment
1,104
1,171,096
60
Male
1,029
Married
2
PhD
Employed
43.362867
Suburban
Basic
1
12
571
1
2019-11-26 15:21:39.134960
null
No
Rarely
Condo
2,427
1,171,097
30
Male
5,784
Married
2
High School
null
28.067465
Suburban
Comprehensive
1
18
772
8
2020-02-21 15:21:39.269494
Good
No
Rarely
Apartment
430
1,171,098
25
Male
3,988
Single
0
PhD
Employed
30.786769
Rural
Comprehensive
4
18
625
5
2022-02-28 15:21:39.134960
Average
No
Weekly
Apartment
24
1,171,099
48
Female
2,900
Single
2
High School
Self-Employed
8.013439
Urban
Premium
1
11
476
2
2024-01-04 15:21:39.264504
Good
Yes
Monthly
House
2,897