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
1,179,700
35
Male
18,925
Single
1
Master's
Self-Employed
32.636631
Suburban
Comprehensive
null
7
676
8
2022-11-29 15:21:39.155231
Good
Yes
Weekly
House
2,054
1,179,701
34
Male
772
Divorced
3
High School
Self-Employed
22.087987
Urban
Comprehensive
2
9
772
9
2022-04-01 15:21:39.191219
null
No
Daily
Apartment
772
1,179,702
27
Male
62,614
Married
null
Master's
Self-Employed
34.137722
Suburban
Basic
3
17
478
9
2023-01-03 15:21:39.118178
Average
No
Rarely
Condo
837
1,179,703
63
Male
35,410
Married
4
High School
null
5.086741
Urban
Premium
null
1
572
7
2022-07-10 15:21:39.214388
Good
No
Daily
Condo
468
1,179,704
23
Female
15,983
Divorced
1
Master's
Self-Employed
null
Suburban
Comprehensive
1
3
null
7
2019-10-12 15:21:39.094752
Good
No
Daily
Apartment
1,219
1,179,705
46
Male
3,096
Single
0
Master's
Employed
23.716073
Rural
Premium
2
0
785
5
2019-09-13 15:21:39.267454
Average
Yes
Monthly
Apartment
1,009
1,179,706
58
Female
59,481
Married
2
PhD
null
null
Rural
Comprehensive
2
7
null
5
2019-09-16 15:21:39.237118
Poor
Yes
Monthly
Condo
566
1,179,707
45
Male
23,409
Single
2
PhD
null
null
Rural
Comprehensive
0
3
780
6
2019-11-29 15:21:39.175719
Good
No
Rarely
House
2,190
1,179,708
28
Female
37,374
Single
2
PhD
Employed
4.935217
Urban
Basic
0
18
351
2
2023-01-19 15:21:39.134960
Good
No
Weekly
House
573
1,179,709
32
Female
39,766
Divorced
2
Master's
Self-Employed
28.243741
Rural
Premium
null
10
528
9
2022-06-06 15:21:39.237118
Poor
No
Rarely
Condo
1,699
1,179,710
57
Male
38,128
Married
0
PhD
null
25.051413
Rural
Premium
1
8
848
2
2020-07-23 15:21:39.189223
Average
No
Weekly
Apartment
719
1,179,711
56
Female
33,302
Married
null
High School
null
43.783379
Urban
Premium
1
8
475
6
2022-06-22 15:21:39.218388
Good
No
Daily
House
631
1,179,712
64
Female
4,616
Divorced
3
Master's
Self-Employed
16.14453
Suburban
Basic
0
6
467
6
2022-02-27 15:21:39.120168
Good
Yes
Rarely
House
549
1,179,713
40
Male
4,071
Married
2
High School
Employed
28.58609
Suburban
Premium
2
10
null
2
2020-01-13 15:21:39.109552
Average
Yes
Daily
House
567
1,179,714
40
Female
111,070
Divorced
4
High School
null
41.755977
Urban
Comprehensive
null
12
null
9
2024-01-24 15:21:39.257696
Average
No
Daily
Apartment
322
1,179,715
33
Male
18,380
Divorced
null
PhD
Unemployed
25.246025
Urban
Premium
1
6
471
2
2024-07-10 15:21:39.279729
Poor
No
Rarely
Condo
3,088
1,179,716
39
Male
15,641
Single
4
Master's
Self-Employed
48.264422
Suburban
Comprehensive
1
6
306
8
2022-10-25 15:21:39.237118
Good
No
Monthly
Apartment
656
1,179,717
23
Female
38,446
Married
2
High School
Self-Employed
38.283156
Rural
Comprehensive
null
16
759
5
2024-04-15 15:21:39.134960
Average
No
Monthly
Condo
857
1,179,718
33
Male
39,079
Married
null
PhD
null
27.4135
Rural
Basic
1
14
508
5
2021-05-28 15:21:39.279729
Good
No
Weekly
House
566
1,179,719
42
Male
1,267
Married
3
Bachelor's
Self-Employed
null
Urban
Premium
1
13
585
4
2022-06-17 15:21:39.146733
Good
Yes
Weekly
Condo
487
1,179,720
58
Male
47,290
Married
1
Master's
Self-Employed
30.858245
Suburban
Basic
1
17
359
4
2024-04-03 15:21:39.121169
null
Yes
Monthly
Condo
713
1,179,721
48
Female
35,842
Married
3
Master's
Employed
16.838222
Urban
Comprehensive
2
5
443
6
2021-11-20 15:21:39.222387
Average
Yes
Rarely
House
3,191
1,179,722
46
Female
null
Divorced
1
Bachelor's
null
34.790044
Urban
Comprehensive
0
0
431
5
2023-09-02 15:21:39.092127
Average
No
Daily
Condo
831
1,179,723
35
Male
8,098
Married
0
PhD
null
14.64863
Rural
Basic
0
12
null
9
2023-08-13 15:21:39.237118
Poor
No
Rarely
Apartment
872
1,179,724
61
Female
141,437
Divorced
4
PhD
Self-Employed
null
Urban
Comprehensive
2
4
644
6
2022-07-10 15:21:39.146733
Average
No
Monthly
House
993
1,179,725
51
Male
20,440
Single
0
Master's
null
16.928222
Urban
Comprehensive
1
1
738
4
2020-08-08 15:21:39.210805
Average
No
Monthly
House
1,060
1,179,726
63
Female
null
Divorced
3
PhD
Employed
14.934144
Suburban
Premium
0
5
434
9
2022-12-27 15:21:39.090124
Good
No
Weekly
House
816
1,179,727
45
Female
10,862
Divorced
1
Master's
Employed
null
Suburban
Comprehensive
1
7
846
6
2020-05-16 15:21:39.155231
Poor
No
Weekly
Apartment
829
1,179,728
59
Male
1,853
Divorced
0
Master's
Self-Employed
26.935456
Suburban
Comprehensive
1
18
725
4
2021-09-26 15:21:39.122134
Poor
Yes
Daily
Condo
2,114
1,179,729
60
Male
5,586
Married
3
PhD
Employed
22.979504
Suburban
Comprehensive
1
14
797
6
2023-02-02 15:21:39.115178
Poor
No
Daily
Condo
293
1,179,730
24
Male
100,569
Single
1
PhD
null
39.527794
Urban
Basic
2
3
775
7
2022-06-11 15:21:39.274993
Good
Yes
Weekly
House
3,614
1,179,731
55
Female
65,291
Single
0
High School
null
50.674883
Urban
Basic
null
17
355
5
2021-10-22 15:21:39.279729
Poor
Yes
Monthly
House
374
1,179,732
46
Female
7,076
Divorced
3
PhD
null
28.868721
Urban
Comprehensive
2
1
364
1
2020-10-05 15:21:39.184157
Average
No
Monthly
Apartment
859
1,179,733
31
Female
7,149
Single
null
High School
null
34.945302
Urban
Comprehensive
null
3
371
8
2022-08-11 15:21:39.176717
Average
No
Daily
House
1,003
1,179,734
20
Female
12,042
Divorced
0
High School
null
17.71167
Suburban
Basic
null
18
572
7
2020-01-01 15:21:39.134960
Good
Yes
Weekly
House
1,809
1,179,735
31
Female
16,077
Single
4
Master's
null
10.935656
Urban
Basic
1
8
443
5
2019-12-11 15:21:39.202448
Poor
Yes
Rarely
Condo
3,446
1,179,736
45
Male
null
Single
4
High School
null
34.734949
Rural
Premium
1
4
373
2
2021-12-03 15:21:39.134960
Good
Yes
Monthly
House
596
1,179,737
29
Male
3,545
Single
0
High School
null
26.169619
Suburban
Basic
1
1
575
9
2021-01-09 15:21:39.081504
Poor
Yes
Weekly
Condo
32
1,179,738
21
Female
5,193
Married
4
High School
Unemployed
28.595045
Suburban
Comprehensive
null
15
645
6
2022-04-02 15:21:39.093681
Average
Yes
Weekly
Condo
20
1,179,739
40
Female
7,821
Single
null
High School
null
24.83785
Urban
Basic
0
6
663
9
2022-07-10 15:21:39.121169
Average
No
Rarely
House
1,810
1,179,740
29
Male
103,518
Married
1
Master's
Self-Employed
49.664481
Rural
Comprehensive
1
1
null
4
2024-04-05 15:21:39.246098
null
No
Daily
Apartment
2,106
1,179,741
26
Female
43,838
Married
3
Master's
Self-Employed
48.835199
Suburban
Comprehensive
0
19
null
3
2023-06-13 15:21:39.171102
Poor
No
Monthly
Condo
1,204
1,179,742
27
Male
26,553
Married
3
Bachelor's
Unemployed
32.071011
Suburban
Basic
2
15
321
6
2024-03-11 15:21:39.267454
Good
Yes
Daily
Condo
1,856
1,179,743
24
Male
120,975
Single
2
PhD
Employed
39.939555
Rural
Comprehensive
0
11
379
4
2024-02-28 15:21:39.282785
Poor
Yes
Weekly
Apartment
2,652
1,179,744
38
Female
98,274
Single
3
High School
Employed
10.812158
Rural
Comprehensive
1
8
820
3
2020-11-23 15:21:39.221386
Average
Yes
Weekly
House
227
1,179,745
30
Male
91,916
Single
1
Bachelor's
Employed
25.932133
Urban
Premium
2
2
528
8
2023-03-19 15:21:39.134960
Average
Yes
Weekly
Apartment
122
1,179,746
31
Male
20,654
Single
null
Bachelor's
null
39.172423
Rural
Comprehensive
0
4
594
9
2022-04-20 15:21:39.221386
Average
No
Rarely
Condo
3,472
1,179,747
null
Female
9,026
Married
1
PhD
Unemployed
27.010793
Urban
Basic
3
7
null
7
2021-08-15 15:21:39.202448
Poor
No
Weekly
Condo
652
1,179,748
22
Female
null
Married
1
PhD
Unemployed
30.527181
Rural
Premium
1
4
650
9
2023-03-21 15:21:39.285112
Good
Yes
Weekly
Condo
96
1,179,749
28
Male
69,523
Divorced
null
Bachelor's
Unemployed
40.3386
Suburban
Premium
null
1
null
6
2023-09-16 15:21:39.134960
Poor
Yes
Monthly
House
110
1,179,750
40
Female
null
Married
3
Bachelor's
Self-Employed
22.992801
Rural
Premium
3
1
685
3
2022-09-05 15:21:39.186212
Average
Yes
Daily
House
2,213
1,179,751
32
Male
12,881
Married
0
High School
Unemployed
14.691789
Suburban
Basic
null
12
766
5
2022-07-10 15:21:39.111551
Poor
Yes
Monthly
House
1,596
1,179,752
38
Female
17,069
Married
0
High School
null
13.59695
Rural
Comprehensive
0
5
844
8
2021-04-04 15:21:39.134960
Good
Yes
Weekly
House
476
1,179,753
26
Male
3,941
null
3
High School
Employed
11.611154
Rural
Comprehensive
1
19
551
7
2020-06-12 15:21:39.116179
Average
No
Monthly
House
1,048
1,179,754
62
Male
14,861
Divorced
null
PhD
Unemployed
30.854114
Suburban
Basic
null
12
519
4
2021-10-30 15:21:39.134960
Average
No
Monthly
House
761
1,179,755
26
Female
37,440
Single
2
Master's
Employed
17.395771
Urban
Premium
0
12
709
1
2021-04-07 15:21:39.098696
null
Yes
Monthly
House
1,959
1,179,756
48
Female
5,787
Divorced
null
Bachelor's
null
21.95702
Rural
Comprehensive
0
16
472
8
2024-06-22 15:21:39.209847
Good
No
Daily
Condo
1,290
1,179,757
22
Male
24,881
Married
1
PhD
Unemployed
11.839887
Urban
Premium
1
1
662
9
2023-02-16 15:21:39.223390
Average
No
Daily
Apartment
1,197
1,179,758
31
Female
50,726
Divorced
4
Bachelor's
Employed
33.533315
Suburban
Basic
2
11
779
4
2020-10-15 15:21:39.174719
Poor
Yes
Monthly
Condo
36
1,179,759
57
Male
92,911
null
2
Master's
Unemployed
33.578524
Rural
Premium
2
18
null
7
2019-11-29 15:21:39.125660
Poor
No
Daily
Condo
868
1,179,760
29
Male
855
Divorced
1
Bachelor's
null
34.881948
Rural
Premium
1
15
487
4
2020-01-01 15:21:39.179186
Good
No
Rarely
House
901
1,179,761
38
Male
3,714
Divorced
2
Bachelor's
null
null
Rural
Premium
3
7
641
1
2022-06-04 15:21:39.248098
Poor
No
Weekly
House
821
1,179,762
38
Female
17,983
Single
2
Bachelor's
Employed
49.818808
Rural
Premium
null
4
442
7
2020-12-07 15:21:39.146733
Good
Yes
Daily
Apartment
1,277
1,179,763
20
Male
11,522
Single
0
Master's
Self-Employed
42.316671
Suburban
Basic
null
7
null
9
2021-05-17 15:21:39.219432
null
Yes
Rarely
Condo
411
1,179,764
36
Female
2,032
Single
2
Bachelor's
null
null
Urban
Premium
0
16
552
2
2021-09-13 15:21:39.095696
Poor
No
Rarely
Apartment
38
1,179,765
51
Male
48,535
Divorced
4
PhD
null
19.619444
Rural
Comprehensive
null
8
438
1
2022-08-07 15:21:39.172097
null
No
Weekly
House
577
1,179,766
20
Female
null
Married
1
PhD
null
21.412899
Urban
Premium
null
6
375
3
2022-07-14 15:21:39.134960
Good
No
Rarely
House
1,040
1,179,767
44
Male
73,092
Single
0
PhD
null
null
Urban
Comprehensive
2
19
678
3
2019-09-15 15:21:39.134960
Good
No
Monthly
Apartment
29
1,179,768
51
Male
126,749
Single
4
PhD
Unemployed
10.886601
Rural
Basic
3
18
398
5
2022-05-30 15:21:39.130190
Good
Yes
Rarely
House
1,488
1,179,769
28
Female
26,354
Divorced
3
Master's
Self-Employed
6.923864
Rural
Basic
1
19
656
3
2022-02-07 15:21:39.291118
Poor
Yes
Monthly
Apartment
2,088
1,179,770
39
Male
7,629
Divorced
null
High School
null
25.5927
Urban
Comprehensive
3
15
544
3
2021-01-30 15:21:39.089116
Good
Yes
Daily
House
2,182
1,179,771
24
Female
6,988
Married
4
Master's
Unemployed
29.241339
Suburban
Premium
null
15
772
9
2023-05-16 15:21:39.186212
Average
No
Monthly
Condo
195
1,179,772
50
Male
6,991
null
3
Master's
Unemployed
11.951984
Urban
Comprehensive
null
11
538
2
2020-08-04 15:21:39.132191
Poor
No
Monthly
House
721
1,179,773
50
Female
null
Married
0
High School
null
44.91451
Rural
Basic
null
3
386
7
2021-10-24 15:21:39.144722
Good
Yes
Rarely
Apartment
914
1,179,774
24
Female
61,157
Married
3
Master's
Employed
25.274883
Urban
Comprehensive
null
18
329
2
2024-01-29 15:21:39.106582
Poor
Yes
Rarely
House
334
1,179,775
59
Male
81,183
Divorced
3
Master's
null
38.803384
Rural
Basic
null
4
351
5
2023-06-10 15:21:39.175719
Average
Yes
Monthly
House
581
1,179,776
63
Male
22,974
Divorced
0
Master's
null
19.681918
Urban
Premium
null
19
847
1
2022-03-28 15:21:39.131192
null
Yes
Rarely
Apartment
1,211
1,179,777
32
Female
82,967
Single
0
PhD
Self-Employed
23.693485
Suburban
Comprehensive
1
1
714
8
2024-02-02 15:21:39.263607
Good
No
Daily
House
100
1,179,778
39
Female
34,058
Divorced
4
Master's
Employed
43.170122
Urban
Premium
2
2
482
2
2024-07-12 15:21:39.155231
Poor
No
Weekly
House
410
1,179,779
55
Female
2,596
Single
3
Master's
Employed
18.868779
Suburban
Comprehensive
2
10
null
9
2023-09-26 15:21:39.155231
Average
Yes
Rarely
Condo
910
1,179,780
31
Female
7,972
Single
null
High School
Employed
29.342246
Urban
Comprehensive
2
3
775
1
2020-04-10 15:21:39.237118
Poor
No
Monthly
Apartment
79
1,179,781
20
Female
45,940
Single
2
Master's
null
8.827355
Urban
Premium
1
19
810
6
2022-04-10 15:21:39.081504
Average
No
Daily
Apartment
940
1,179,782
37
Male
null
Single
4
PhD
Employed
48.637894
Rural
Basic
null
15
410
7
2020-02-21 15:21:39.256696
Average
Yes
Monthly
House
737
1,179,783
54
Male
48,897
Divorced
0
PhD
Employed
18.91868
Rural
Basic
0
7
574
7
2023-02-27 15:21:39.177724
Poor
No
Daily
Apartment
100
1,179,784
39
Female
73,667
Divorced
4
PhD
null
null
Suburban
Basic
3
10
496
9
2021-04-26 15:21:39.237118
null
No
Rarely
Condo
1,633
1,179,785
61
Female
7,086
Married
3
Bachelor's
Self-Employed
9.392317
Urban
Basic
2
16
null
5
2020-04-27 15:21:39.155231
Good
Yes
Rarely
Apartment
715
1,179,786
32
Male
1,409
Married
null
Bachelor's
Unemployed
11.01799
Urban
Premium
1
10
829
5
2020-02-29 15:21:39.226954
null
Yes
Monthly
Apartment
1,168
1,179,787
43
Male
null
Divorced
2
High School
Unemployed
10.030634
Rural
Premium
0
8
422
4
2022-10-15 15:21:39.125660
Poor
No
Monthly
House
605
1,179,788
40
Female
18,304
Married
0
High School
null
30.087307
Urban
Basic
1
12
685
1
2024-07-06 15:21:39.188220
Poor
No
Weekly
Apartment
212
1,179,789
27
Female
17,751
Single
3
Bachelor's
null
8.938149
Urban
Comprehensive
1
19
515
2
2022-03-21 15:21:39.237118
Poor
No
Rarely
Apartment
1,271
1,179,790
57
Female
113,869
Married
4
Master's
Unemployed
27.902305
Urban
Premium
0
0
722
5
2019-08-28 15:21:39.186212
Average
Yes
Monthly
House
345
1,179,791
45
Female
29,190
Single
1
High School
Unemployed
21.865147
Urban
Basic
0
1
572
6
2020-02-04 15:21:39.120168
Average
No
Weekly
Apartment
1,604
1,179,792
51
Female
null
Divorced
4
Bachelor's
null
12.812203
Rural
Basic
null
19
403
4
2021-07-21 15:21:39.181605
Average
Yes
Rarely
Condo
1,252
1,179,793
48
Male
3,497
Single
4
Bachelor's
Self-Employed
20.598113
Rural
Comprehensive
1
2
382
9
2019-09-30 15:21:39.232526
Poor
Yes
Rarely
House
1,086
1,179,794
32
Male
30,274
Single
4
PhD
null
33.838259
Suburban
Basic
null
5
782
5
2022-09-24 15:21:39.237118
Average
No
Rarely
Apartment
901
1,179,795
62
Male
11,057
Divorced
1
PhD
Self-Employed
24.596791
Suburban
Premium
0
17
622
7
2022-01-01 15:21:39.271453
Good
Yes
Monthly
Apartment
544
1,179,796
30
Male
4,901
Married
null
PhD
Self-Employed
25.160513
Suburban
Premium
3
19
725
2
2024-05-16 15:21:39.253660
Good
Yes
Daily
Apartment
1,282
1,179,797
32
Female
143,921
null
4
High School
Employed
28.308101
Rural
Basic
0
2
374
1
2020-10-04 15:21:39.263607
Good
Yes
Monthly
House
247
1,179,798
61
Male
14,081
Single
2
Bachelor's
Self-Employed
5.644038
Rural
Premium
0
7
838
6
2024-07-08 15:21:39.147735
Average
No
Weekly
Apartment
668
1,179,799
29
Female
9,082
Divorced
2
PhD
Employed
null
Urban
Basic
1
16
null
5
2022-04-15 15:21:39.081504
Good
Yes
Rarely
Apartment
1,425