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
1,177,600
30
Female
909
Single
4
High School
Unemployed
33.966193
Suburban
Comprehensive
2
4
null
5
2023-08-12 15:21:39.134960
Poor
No
Rarely
Condo
1,005
1,177,601
28
Female
11,231
Married
0
PhD
Self-Employed
23.936195
Urban
Comprehensive
0
16
null
7
2019-09-18 15:21:39.237118
Good
No
Weekly
Condo
1,883
1,177,602
53
Female
62,234
Divorced
3
Bachelor's
null
11.696506
Rural
Comprehensive
2
3
673
5
2022-03-12 15:21:39.082499
Good
Yes
Weekly
Condo
240
1,177,603
19
Male
28,935
Divorced
null
PhD
Unemployed
31.447039
Urban
Basic
0
15
753
7
2019-12-29 15:21:39.226954
Poor
Yes
Rarely
House
852
1,177,604
28
Male
2,349
Divorced
3
PhD
Unemployed
19.927241
Urban
Premium
1
15
403
1
2023-10-25 15:21:39.134960
Poor
No
Monthly
Condo
105
1,177,605
44
Male
27,715
Married
0
PhD
Self-Employed
15.164424
Urban
Comprehensive
null
16
465
6
2023-10-19 15:21:39.272456
Poor
No
Daily
House
166
1,177,606
29
Female
37,863
Married
1
PhD
Employed
28.187894
Urban
Basic
0
5
579
4
2020-09-22 15:21:39.251142
Poor
No
Daily
Condo
787
1,177,607
19
Female
9,902
Single
0
PhD
Employed
44.908324
Suburban
Basic
1
7
445
5
2022-10-30 15:21:39.134960
Good
No
Weekly
House
1,622
1,177,608
19
Male
63,866
Married
3
Bachelor's
Employed
28.362367
Suburban
Comprehensive
1
3
null
4
2019-11-16 15:21:39.134960
Poor
No
Daily
Apartment
38
1,177,609
34
Female
898
Married
4
PhD
null
8.634689
Suburban
Comprehensive
2
10
null
5
2023-02-05 15:21:39.134960
Poor
Yes
Daily
Apartment
974
1,177,610
56
Female
3,013
Divorced
3
Master's
Self-Employed
25.569027
Suburban
Basic
2
18
365
9
2024-06-30 15:21:39.250151
Average
No
Rarely
Condo
955
1,177,611
23
Male
14,282
Married
0
PhD
Unemployed
4.86833
Rural
Comprehensive
null
3
626
8
2024-04-26 15:21:39.152732
Poor
No
Rarely
Condo
508
1,177,612
54
Female
58,609
Married
4
Bachelor's
null
6.34687
Rural
Premium
null
5
412
5
2024-02-05 15:21:39.119168
Poor
No
Rarely
House
977
1,177,613
42
Male
9,071
Single
4
Master's
Unemployed
11.611753
Urban
Premium
2
19
795
9
2021-06-27 15:21:39.125660
Poor
Yes
Rarely
Condo
685
1,177,614
24
Male
4,808
Married
null
Master's
Unemployed
25.874176
Rural
Premium
1
15
849
2
2020-10-06 15:21:39.088124
Average
Yes
Rarely
Condo
88
1,177,615
33
Female
118,948
Single
0
Master's
Employed
null
Rural
Basic
1
19
488
4
2021-03-17 15:21:39.092127
Poor
Yes
Monthly
Condo
893
1,177,616
56
Female
29,863
Married
null
PhD
Employed
21.980186
Suburban
Premium
1
4
465
7
2024-03-01 15:21:39.081504
Poor
Yes
Weekly
Apartment
2,142
1,177,617
36
Female
827
Single
0
PhD
Unemployed
null
Suburban
Premium
0
19
557
5
2023-08-08 15:21:39.134960
Good
Yes
Weekly
Apartment
799
1,177,618
62
Male
30,972
Single
1
Master's
Self-Employed
42.222386
Suburban
Premium
6
0
683
4
2021-02-02 15:21:39.222387
Average
No
Daily
Condo
100
1,177,619
null
Female
5,003
Married
4
Bachelor's
Employed
20.924427
Suburban
Premium
null
13
694
9
2021-01-30 15:21:39.259788
Good
Yes
Monthly
Apartment
124
1,177,620
56
Female
43,173
Divorced
1
Master's
null
25.077394
Suburban
Comprehensive
null
12
615
5
2023-11-24 15:21:39.155231
Good
Yes
Rarely
Apartment
3,044
1,177,621
20
Male
93,375
Single
2
PhD
Self-Employed
30.90769
Suburban
Premium
0
2
491
5
2023-06-28 15:21:39.226954
Good
Yes
Daily
Apartment
2,721
1,177,622
47
Male
29,467
Divorced
4
Master's
Unemployed
22.627825
Rural
Premium
null
14
397
8
2023-11-21 15:21:39.251142
Average
Yes
Monthly
Condo
709
1,177,623
37
Male
24,603
Single
4
High School
Unemployed
37.564152
Urban
Basic
0
5
602
1
2019-10-20 15:21:39.092127
Good
Yes
Rarely
House
1,622
1,177,624
43
Male
37,357
Divorced
2
PhD
Employed
18.744284
Suburban
Comprehensive
1
6
634
8
2019-11-25 15:21:39.155231
Good
Yes
Weekly
Apartment
826
1,177,625
24
Male
24,884
Married
2
Master's
Employed
20.923825
Urban
Comprehensive
0
10
340
8
2024-06-01 15:21:39.122134
Average
Yes
Monthly
Apartment
3,165
1,177,626
42
Male
17,663
Single
0
PhD
null
28.098448
Urban
Basic
1
19
662
9
2020-02-11 15:21:39.091080
Good
Yes
Monthly
House
951
1,177,627
59
Male
33,606
Divorced
null
PhD
Employed
38.578639
Urban
Comprehensive
0
6
720
2
2019-11-26 15:21:39.122134
Poor
Yes
Monthly
Apartment
944
1,177,628
21
Male
null
Divorced
2
Bachelor's
Self-Employed
26.739372
Rural
Comprehensive
null
1
417
1
2020-10-02 15:21:39.155231
Good
No
Monthly
House
116
1,177,629
30
Male
10,107
Married
1
Bachelor's
Self-Employed
40.636524
Urban
Basic
2
17
596
3
2022-08-19 15:21:39.134960
Average
No
Rarely
Apartment
662
1,177,630
21
Male
54,709
Married
1
PhD
Unemployed
52.788669
Rural
Basic
4
8
360
4
2019-08-27 15:21:39.116179
Average
Yes
Daily
Apartment
1,083
1,177,631
18
Male
111,205
Divorced
null
High School
Unemployed
39.261094
Rural
Premium
2
16
704
6
2022-06-10 15:21:39.123711
Average
No
Rarely
Condo
3,168
1,177,632
53
Male
48,028
Married
4
Bachelor's
null
20.648812
Rural
Basic
null
10
462
1
2020-02-14 15:21:39.132191
Average
No
Rarely
House
48
1,177,633
37
Female
53,861
Married
null
High School
Employed
30.143786
Suburban
Comprehensive
1
14
420
8
2022-04-25 15:21:39.173834
Poor
No
Daily
Apartment
2,133
1,177,634
55
Female
26,142
Divorced
1
Bachelor's
Self-Employed
28.883902
Rural
Basic
null
8
616
9
2021-05-21 15:21:39.237118
Good
Yes
Rarely
Apartment
155
1,177,635
27
Female
20,389
Single
1
Master's
Unemployed
23.938272
Rural
Premium
1
6
665
8
2022-07-20 15:21:39.261856
Average
Yes
Rarely
Apartment
1,411
1,177,636
19
Female
41,849
Divorced
4
High School
null
20.814132
Urban
Basic
null
17
835
7
2021-02-18 15:21:39.223901
Poor
Yes
Monthly
Apartment
376
1,177,637
50
Female
28,982
Single
3
Master's
Unemployed
45.495924
Urban
Comprehensive
0
10
606
8
2024-01-09 15:21:39.134960
Poor
Yes
Weekly
House
172
1,177,638
29
Male
29,236
Single
0
Bachelor's
Employed
21.788139
Urban
Premium
null
14
643
1
2020-02-29 15:21:39.252145
Poor
No
Daily
Condo
427
1,177,639
52
Male
3,770
Divorced
2
Master's
Unemployed
34.990318
Urban
Premium
1
9
584
5
2021-02-28 15:21:39.264504
null
No
Daily
Apartment
1,346
1,177,640
26
Female
118,088
Divorced
0
Bachelor's
null
46.837862
Rural
Basic
null
18
811
4
2020-01-27 15:21:39.134960
Poor
No
Daily
Condo
391
1,177,641
41
Female
33,844
Divorced
2
Bachelor's
Employed
11.122838
Urban
Premium
1
16
824
4
2023-06-24 15:21:39.124659
Average
No
Daily
Apartment
448
1,177,642
27
Female
908
Divorced
2
High School
null
50.837486
Suburban
Premium
2
7
739
1
2023-01-03 15:21:39.283783
Average
No
Weekly
Condo
793
1,177,643
24
Male
130,251
Divorced
3
Bachelor's
Self-Employed
9.262693
Urban
Comprehensive
null
13
387
1
2023-11-03 15:21:39.188220
Good
No
Daily
Condo
130
1,177,644
21
Female
14,081
Single
4
Bachelor's
null
29.908866
Urban
Comprehensive
1
16
678
4
2020-06-23 15:21:39.134960
Good
No
Monthly
Condo
631
1,177,645
44
Female
58,971
Single
0
Master's
Unemployed
43.124502
Suburban
Comprehensive
0
18
364
7
2023-03-18 15:21:39.094752
Poor
Yes
Weekly
House
861
1,177,646
53
Female
18,656
Single
3
High School
Employed
31.016983
Suburban
Basic
0
17
835
1
2020-05-21 15:21:39.122134
Good
Yes
Weekly
House
672
1,177,647
40
Female
null
Married
2
PhD
null
12.974693
Rural
Comprehensive
0
17
330
9
2020-07-23 15:21:39.095696
Average
No
Monthly
Apartment
204
1,177,648
62
Male
2,480
null
2
PhD
null
20.351676
Urban
Basic
0
17
482
3
2023-04-16 15:21:39.257696
Poor
Yes
Daily
Apartment
1,256
1,177,649
26
Male
45,539
Single
2
High School
Unemployed
18.712231
Rural
Basic
1
1
697
7
2020-10-29 15:21:39.190215
Good
Yes
Weekly
House
712
1,177,650
22
Male
43,623
Divorced
4
Bachelor's
Self-Employed
19.351602
Urban
Basic
1
15
511
6
2020-09-12 15:21:39.251142
Average
No
Monthly
Condo
651
1,177,651
39
Male
2,864
Married
0
Master's
null
37.266021
Rural
Comprehensive
null
13
713
4
2024-06-06 15:21:39.248098
null
No
Monthly
Apartment
688
1,177,652
33
Male
28,587
Single
3
Master's
Unemployed
22.960531
Urban
Basic
1
18
520
6
2022-08-02 15:21:39.192212
Average
No
Weekly
Condo
1,483
1,177,653
25
Female
11,409
Single
1
Master's
Self-Employed
21.865304
Suburban
Premium
null
13
361
9
2020-12-28 15:21:39.237118
Poor
Yes
Weekly
House
4,053
1,177,654
34
Male
34,556
Married
2
Bachelor's
Self-Employed
24.967245
Urban
Comprehensive
null
5
351
5
2024-05-02 15:21:39.131192
Average
No
Daily
Condo
1,758
1,177,655
52
Male
131,885
Divorced
null
High School
null
40.947356
Suburban
Comprehensive
0
4
452
3
2022-04-20 15:21:39.166062
Good
Yes
Monthly
Condo
588
1,177,656
32
Male
36,194
null
1
PhD
Employed
42.009869
Rural
Premium
0
3
527
6
2022-01-30 15:21:39.274993
Good
No
Weekly
Condo
1,382
1,177,657
18
Male
10,779
Married
1
Master's
Unemployed
19.064725
Suburban
Premium
1
19
782
7
2024-07-08 15:21:39.165120
Poor
No
Monthly
House
1,005
1,177,658
20
Female
20,481
Divorced
null
PhD
Unemployed
29.346693
Urban
Comprehensive
null
12
766
8
2022-09-14 15:21:39.106582
Average
Yes
Rarely
Condo
1,443
1,177,659
38
Male
85,794
Divorced
2
PhD
Unemployed
13.049553
Suburban
Comprehensive
3
1
602
6
2023-03-01 15:21:39.268507
Average
Yes
Weekly
House
2,202
1,177,660
18
Male
5,979
Divorced
4
High School
Self-Employed
22.452095
Suburban
Comprehensive
1
19
462
9
2019-09-25 15:21:39.226954
Average
Yes
Monthly
House
34
1,177,661
25
Female
62,896
null
0
Bachelor's
null
24.547119
Urban
Basic
1
0
478
2
2022-09-18 15:21:39.134960
Good
Yes
Monthly
Condo
943
1,177,662
48
Male
5,099
Married
null
Master's
Unemployed
40.917304
Suburban
Basic
null
8
421
2
2020-06-14 15:21:39.179186
Poor
Yes
Rarely
Apartment
450
1,177,663
39
Female
32,695
Divorced
2
Master's
null
41.510045
Suburban
Basic
null
2
null
3
2021-02-26 15:21:39.155231
Good
Yes
Rarely
House
1,270
1,177,664
63
Female
81,926
Single
2
PhD
Employed
37.168715
Urban
Comprehensive
0
4
312
3
2020-12-12 15:21:39.130190
Good
No
Monthly
Condo
3,628
1,177,665
18
Male
41,469
Divorced
1
PhD
Employed
18.084304
Urban
Basic
null
13
751
7
2021-04-13 15:21:39.097737
Poor
No
Daily
Apartment
1,219
1,177,666
38
Female
1,208
Married
0
PhD
null
21.935756
Suburban
Basic
2
5
832
2
2022-01-15 15:21:39.264504
Poor
No
Rarely
House
1,442
1,177,667
52
Male
41,009
Single
4
Master's
Employed
23.395578
Suburban
Comprehensive
1
1
636
1
2020-11-23 15:21:39.133866
Poor
Yes
Daily
Condo
1,368
1,177,668
35
Male
5,901
Married
4
Master's
Self-Employed
28.938377
Urban
Basic
null
10
null
1
2023-04-12 15:21:39.091080
Good
No
Rarely
House
150
1,177,669
25
Female
38,502
Married
4
High School
null
6.944331
Rural
Basic
null
12
834
7
2023-06-27 15:21:39.253660
Average
No
Daily
House
1,106
1,177,670
37
Female
5,161
Married
2
High School
Self-Employed
31.919175
Rural
Comprehensive
null
3
379
2
2020-02-02 15:21:39.134960
Average
No
Weekly
Apartment
938
1,177,671
46
Female
4,046
Single
2
Master's
Unemployed
43.896717
Suburban
Basic
1
11
603
1
2021-06-18 15:21:39.288099
Good
No
Monthly
Condo
37
1,177,672
64
Female
3,941
Divorced
0
High School
Self-Employed
46.641267
Rural
Comprehensive
2
3
367
2
2021-01-01 15:21:39.155231
Average
Yes
Monthly
Condo
717
1,177,673
61
Male
68,496
Divorced
0
High School
null
11.843286
Urban
Comprehensive
1
19
381
7
2023-01-02 15:21:39.155231
null
Yes
Rarely
Condo
893
1,177,674
59
Male
95,949
Single
4
Bachelor's
null
37.919066
Suburban
Basic
null
9
376
4
2020-11-01 15:21:39.117183
Average
No
Daily
Condo
26
1,177,675
58
Male
38,173
Divorced
0
PhD
Unemployed
17.547184
Urban
Comprehensive
1
10
677
7
2021-11-06 15:21:39.288099
Average
No
Monthly
Apartment
564
1,177,676
27
Male
1,034
Divorced
4
High School
Self-Employed
7.596945
Urban
Premium
1
4
456
2
2023-01-09 15:21:39.098696
Average
No
Daily
Apartment
2,077
1,177,677
26
Female
92,839
Married
3
Bachelor's
Employed
16.186695
Urban
Premium
1
1
null
5
2021-03-22 15:21:39.201446
Poor
No
Rarely
Condo
150
1,177,678
null
Male
16,101
Divorced
3
Bachelor's
Unemployed
39.948267
Rural
Comprehensive
1
18
790
4
2022-01-09 15:21:39.192212
Good
Yes
Rarely
House
1,434
1,177,679
64
Female
13,602
Divorced
3
PhD
Self-Employed
34.083851
Urban
Basic
0
5
572
1
2021-09-06 15:21:39.092127
null
Yes
Monthly
Apartment
90
1,177,680
21
Female
61,283
Divorced
4
Master's
Self-Employed
19.810849
Suburban
Basic
0
6
531
3
2021-05-21 15:21:39.134960
Good
Yes
Weekly
Apartment
157
1,177,681
36
Male
10,048
Married
3
High School
Employed
41.77398
Urban
Premium
null
17
383
1
2019-11-06 15:21:39.148733
Good
No
Rarely
House
1,008
1,177,682
51
Male
28,962
Married
1
PhD
Unemployed
4.308748
Rural
Premium
0
14
651
4
2023-03-31 15:21:39.237118
Poor
No
Monthly
House
2,294
1,177,683
24
Female
31,994
Married
1
PhD
Unemployed
20.639042
Urban
Comprehensive
2
16
452
4
2023-05-05 15:21:39.204790
Average
No
Rarely
Apartment
602
1,177,684
51
Male
4,640
Married
2
Bachelor's
Self-Employed
19.056325
Urban
Basic
null
15
501
5
2023-08-29 15:21:39.092127
Poor
No
Weekly
Condo
23
1,177,685
46
Male
14,054
Single
0
Master's
Unemployed
22.695983
Suburban
Basic
0
12
744
9
2020-07-30 15:21:39.130190
Good
No
Daily
Condo
557
1,177,686
28
Female
5,827
Divorced
1
Master's
null
10.819664
Rural
Basic
null
16
805
2
2023-08-20 15:21:39.272456
Poor
No
Weekly
Condo
703
1,177,687
19
Male
57,949
Married
1
PhD
Self-Employed
null
Rural
Premium
1
1
798
7
2023-09-30 15:21:39.091080
Poor
No
Daily
Apartment
2,054
1,177,688
64
Female
89,908
Divorced
1
Master's
Self-Employed
20.828643
Suburban
Comprehensive
null
10
394
2
2019-10-11 15:21:39.134960
Poor
Yes
Rarely
Condo
641
1,177,689
58
Female
462
Single
2
High School
Unemployed
43.996079
Rural
Premium
0
2
706
9
2023-04-09 15:21:39.093681
Good
No
Rarely
House
2,522
1,177,690
63
Female
103,394
Divorced
2
Bachelor's
Unemployed
45.289879
Rural
Premium
null
11
394
1
2020-02-16 15:21:39.080440
Good
Yes
Monthly
Condo
903
1,177,691
45
Male
59,635
Single
2
PhD
Unemployed
19.935353
Rural
Basic
1
13
682
1
2024-02-02 15:21:39.108562
Average
No
Rarely
Apartment
48
1,177,692
33
Female
1,526
Married
3
PhD
null
null
Suburban
Premium
0
15
603
1
2020-01-26 15:21:39.237118
Average
No
Rarely
House
1,442
1,177,693
52
Female
90,699
Married
0
Bachelor's
Self-Employed
50.834454
Suburban
Premium
null
3
641
9
2021-06-01 15:21:39.155231
null
Yes
Daily
House
823
1,177,694
25
Female
47,953
Divorced
0
Bachelor's
Self-Employed
12.28784
Urban
Premium
6
13
517
4
2021-10-09 15:21:39.114118
Poor
No
Daily
Condo
2,797
1,177,695
28
Female
8,338
Single
3
High School
null
22.569017
Urban
Premium
null
14
422
9
2020-03-30 15:21:39.237118
Poor
No
Daily
House
1,073
1,177,696
51
Male
11,119
Married
1
PhD
null
3.251065
Urban
Comprehensive
0
13
786
3
2020-12-12 15:21:39.208842
Average
Yes
Rarely
Apartment
461
1,177,697
61
Male
17,881
Single
4
PhD
Employed
34.12128
Rural
Premium
3
10
634
8
2020-11-14 15:21:39.134960
Average
No
Rarely
House
882
1,177,698
64
Female
106,027
Married
2
Master's
Self-Employed
22.979066
Rural
Basic
2
17
null
3
2021-10-22 15:21:39.187211
Average
No
Rarely
Condo
152
1,177,699
41
Male
3,537
Divorced
2
Master's
Unemployed
15.8112
Rural
Comprehensive
0
15
532
4
2022-05-06 15:21:39.282785
null
Yes
Weekly
House
646