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
1,173,700
51
Female
1,364
Single
1
PhD
Self-Employed
7.919394
Rural
Premium
1
0
483
6
2024-04-26 15:21:39.082499
Poor
No
Rarely
Apartment
827
1,173,701
49
Male
47,745
Single
4
PhD
Unemployed
31.933606
Suburban
Basic
0
15
501
8
2024-01-22 15:21:39.169102
Good
No
Weekly
Apartment
166
1,173,702
20
Female
46,108
Married
2
Bachelor's
Employed
33.814231
Rural
Comprehensive
null
4
538
6
2020-01-30 15:21:39.167099
Average
No
Weekly
Apartment
442
1,173,703
64
Male
26,892
Divorced
2
Master's
null
33.898147
Suburban
Premium
1
3
569
9
2020-05-12 15:21:39.152732
Poor
No
Weekly
House
912
1,173,704
44
Male
17,071
Single
null
PhD
null
null
Rural
Premium
0
15
738
2
2023-10-19 15:21:39.155231
Good
No
Weekly
Apartment
567
1,173,705
53
Male
83,518
Single
1
Master's
Employed
41.823107
Rural
Basic
3
19
581
5
2021-03-31 15:21:39.172097
Average
Yes
Daily
House
2,120
1,173,706
60
Male
119,931
Married
1
Bachelor's
null
null
Urban
Basic
3
19
775
8
2022-10-15 15:21:39.223390
Good
Yes
Rarely
Apartment
805
1,173,707
50
Male
48,742
Divorced
null
Bachelor's
Self-Employed
49.381551
Suburban
Comprehensive
1
18
420
4
2024-03-31 15:21:39.244069
null
Yes
Weekly
House
492
1,173,708
26
Male
67,009
Divorced
3
High School
null
28.907473
Urban
Premium
0
18
null
3
2021-05-01 15:21:39.256696
Average
Yes
Daily
House
110
1,173,709
53
Female
23,258
Married
2
PhD
Unemployed
10.784621
Rural
Premium
2
19
617
2
2021-05-03 15:21:39.281787
Good
Yes
Weekly
Apartment
1,164
1,173,710
50
Male
5,537
Single
0
Bachelor's
Employed
18.908235
Urban
Comprehensive
1
10
830
7
2021-07-11 15:21:39.272456
Good
Yes
Rarely
Condo
1,650
1,173,711
22
Female
116,764
Single
3
High School
Employed
35.982321
Suburban
Basic
1
2
454
4
2022-02-09 15:21:39.134960
Good
No
Daily
Apartment
774
1,173,712
52
Male
97,935
Married
1
PhD
null
4.641458
Suburban
Comprehensive
1
17
491
4
2023-08-05 15:21:39.236064
Poor
No
Daily
House
2,846
1,173,713
55
Female
28,992
Divorced
1
Bachelor's
Self-Employed
11.349461
Suburban
Premium
1
7
766
9
2020-04-21 15:21:39.145732
Poor
No
Rarely
Condo
906
1,173,714
25
Female
8,091
Divorced
1
Master's
Employed
23.869323
Suburban
Premium
1
9
803
7
2019-10-29 15:21:39.168099
Good
Yes
Daily
Apartment
2,624
1,173,715
21
Male
8,054
Single
2
PhD
Self-Employed
25.717087
Suburban
Comprehensive
1
18
641
4
2022-01-18 15:21:39.134960
Good
No
Rarely
Condo
1,380
1,173,716
57
Male
45,161
Married
0
High School
Self-Employed
16.42643
Suburban
Premium
null
10
473
7
2020-11-22 15:21:39.134960
Average
Yes
Daily
Condo
47
1,173,717
19
Male
3,029
Married
0
PhD
Self-Employed
null
Rural
Comprehensive
null
14
null
3
2022-01-30 15:21:39.194829
Average
No
Weekly
Apartment
1,028
1,173,718
50
Female
4,300
Divorced
0
Bachelor's
null
11.935204
Rural
Basic
1
1
548
7
2020-08-16 15:21:39.086123
Average
No
Daily
Condo
403
1,173,719
55
Female
15,886
Divorced
3
High School
Unemployed
8.797764
Suburban
Basic
1
2
825
1
2021-01-20 15:21:39.107553
Good
No
Daily
Apartment
2,384
1,173,720
19
Female
31,006
Married
4
Bachelor's
null
16.856355
Suburban
Comprehensive
1
16
532
6
2023-01-24 15:21:39.246098
Poor
No
Daily
House
1,684
1,173,721
53
Male
12,998
Divorced
null
High School
null
20.381143
Suburban
Premium
0
6
null
4
2021-09-29 15:21:39.101733
Average
No
Weekly
Condo
1,522
1,173,722
57
Female
17,097
Single
0
Master's
null
17.992556
Suburban
Premium
1
9
711
1
2023-01-20 15:21:39.128286
Poor
Yes
Daily
Apartment
794
1,173,723
39
Female
14,054
Single
2
PhD
Unemployed
null
Urban
Comprehensive
1
18
528
3
2022-07-07 15:21:39.084065
Poor
No
Rarely
House
581
1,173,724
56
Female
5,741
Married
4
PhD
Employed
17.568929
Rural
Basic
1
8
567
5
2024-05-31 15:21:39.134960
Poor
Yes
Weekly
Apartment
912
1,173,725
47
Female
30,176
Single
1
Master's
null
6.907876
Suburban
Comprehensive
1
10
772
1
2021-12-02 15:21:39.218388
Poor
No
Daily
Apartment
459
1,173,726
35
Male
46,433
Divorced
2
Master's
Unemployed
36.618915
Suburban
Premium
1
8
756
8
2019-11-28 15:21:39.186212
Average
Yes
Weekly
Apartment
391
1,173,727
53
Female
43,795
Divorced
1
Master's
Unemployed
18.982361
Rural
Comprehensive
1
17
758
5
2022-11-11 15:21:39.267454
Poor
No
Monthly
Apartment
828
1,173,728
40
Male
7,072
Single
4
High School
Unemployed
18.938451
Rural
Comprehensive
1
6
559
8
2023-04-16 15:21:39.181605
Poor
No
Monthly
Condo
1,368
1,173,729
21
Female
57,760
Single
0
High School
Unemployed
4.070815
Suburban
Basic
1
3
341
2
2021-05-02 15:21:39.237118
Poor
No
Rarely
Condo
1,161
1,173,730
39
Female
43,815
Single
2
Bachelor's
Self-Employed
18.988252
Rural
Comprehensive
null
0
746
9
2021-01-15 15:21:39.185215
Average
No
Weekly
Condo
1,678
1,173,731
42
Female
42,624
Single
2
PhD
Employed
14.858352
Urban
Basic
1
5
779
4
2020-11-20 15:21:39.121169
Poor
No
Weekly
Condo
1,738
1,173,732
44
Male
10,904
Married
3
PhD
null
11.94872
Rural
Basic
0
7
814
8
2022-02-02 15:21:39.134960
Average
No
Daily
House
714
1,173,733
24
Male
17,881
Divorced
null
High School
Self-Employed
14.829158
Urban
Basic
null
19
null
3
2021-08-02 15:21:39.154008
Poor
Yes
Monthly
Condo
1,557
1,173,734
63
Male
44,880
Divorced
1
Bachelor's
Self-Employed
7.937674
Urban
Comprehensive
3
7
315
7
2024-04-15 15:21:39.174719
Average
No
Rarely
Condo
922
1,173,735
33
Female
4,870
Divorced
4
Master's
Self-Employed
44.410637
Suburban
Comprehensive
2
2
658
1
2019-09-25 15:21:39.223901
Good
No
Daily
Apartment
959
1,173,736
32
Female
17,095
Single
3
High School
null
35.820571
Urban
Comprehensive
null
2
532
4
2021-02-26 15:21:39.105504
Average
Yes
Monthly
Condo
116
1,173,737
64
Female
7,926
null
2
High School
null
13.779939
Suburban
Comprehensive
null
0
551
7
2021-04-13 15:21:39.205850
Good
No
Monthly
House
1,854
1,173,738
29
Female
6,072
Single
1
Master's
null
18.816397
Rural
Premium
null
0
814
6
2021-12-10 15:21:39.281787
Poor
Yes
Rarely
Apartment
539
1,173,739
54
Female
92,286
null
3
PhD
null
18.419815
Rural
Comprehensive
1
4
472
6
2024-01-13 15:21:39.259788
Average
Yes
Weekly
Apartment
967
1,173,740
48
Male
62,853
Single
3
PhD
Self-Employed
21.446838
Rural
Comprehensive
3
17
745
9
2020-12-25 15:21:39.253660
Poor
Yes
Daily
Condo
2,316
1,173,741
61
Female
1,005
Married
4
High School
null
51.024467
Urban
Premium
null
14
658
3
2021-05-24 15:21:39.092127
Poor
Yes
Weekly
Apartment
753
1,173,742
21
Female
38,018
Married
0
PhD
null
3.494761
Suburban
Premium
1
13
479
5
2020-07-14 15:21:39.152732
Poor
Yes
Daily
Apartment
2,319
1,173,743
61
Female
71,718
Married
3
PhD
Employed
13.366086
Suburban
Basic
2
6
745
3
2024-06-06 15:21:39.283783
Good
No
Monthly
Condo
2,120
1,173,744
51
Female
36,006
Divorced
4
High School
Unemployed
32.913687
Urban
Basic
0
7
765
2
2023-11-21 15:21:39.194829
Poor
No
Rarely
Condo
3,939
1,173,745
60
Female
26,961
Single
0
Bachelor's
Employed
15.087258
Rural
Premium
0
19
null
5
2020-09-08 15:21:39.192212
Poor
No
Weekly
Apartment
1,029
1,173,746
26
Male
17,175
Married
3
PhD
Employed
38.176737
Rural
Comprehensive
null
17
625
5
2024-01-06 15:21:39.146733
null
No
Daily
Apartment
1,438
1,173,747
40
Female
5,099
Single
4
PhD
null
33.869427
Urban
Comprehensive
0
14
587
4
2019-12-11 15:21:39.246098
Average
Yes
Monthly
House
990
1,173,748
29
Male
25,761
Married
2
High School
Unemployed
31.984904
Suburban
Basic
null
1
472
8
2023-08-16 15:21:39.285112
Good
No
Weekly
Apartment
1,618
1,173,749
30
Female
14,081
Single
0
Master's
Self-Employed
12.886622
Rural
Basic
null
15
697
3
2022-06-21 15:21:39.172097
Good
Yes
Weekly
Condo
583
1,173,750
45
Male
41,004
Divorced
2
High School
Self-Employed
41.867346
Urban
Basic
null
6
471
3
2022-03-19 15:21:39.113566
Good
No
Monthly
House
2,104
1,173,751
45
Male
1,385
Married
3
High School
Self-Employed
17.477561
Suburban
Premium
null
10
null
1
2019-08-23 15:21:39.147735
Good
No
Weekly
Apartment
988
1,173,752
61
Male
70,901
Single
4
Bachelor's
Employed
12.873309
Rural
Premium
null
2
300
3
2024-05-17 15:21:39.271453
Poor
Yes
Daily
Condo
2,421
1,173,753
29
Male
11,761
Single
4
PhD
Self-Employed
32.433523
Suburban
Basic
0
0
612
5
2021-07-03 15:21:39.096739
Average
No
Weekly
Condo
939
1,173,754
null
Female
2,139
Single
2
Master's
null
32.270158
Suburban
Comprehensive
null
19
750
7
2023-01-25 15:21:39.095696
Good
Yes
Daily
House
2,451
1,173,755
43
Male
39,460
Married
3
High School
Self-Employed
13.76615
Suburban
Basic
1
13
663
6
2024-02-08 15:21:39.134960
Good
No
Daily
Apartment
1,068
1,173,756
60
Female
21,626
Divorced
2
Bachelor's
Self-Employed
22.697902
Rural
Basic
2
14
431
7
2020-09-26 15:21:39.101733
Poor
No
Monthly
House
1,554
1,173,757
51
Male
16,072
Married
2
Bachelor's
Self-Employed
24.064438
Suburban
Premium
0
13
652
7
2023-09-10 15:21:39.279729
Poor
Yes
Daily
Condo
583
1,173,758
61
Male
38,729
Divorced
3
PhD
Self-Employed
20.749577
Urban
Basic
null
19
481
8
2019-11-18 15:21:39.237118
Good
Yes
Rarely
Apartment
3,361
1,173,759
60
Male
39,077
Married
0
Bachelor's
Unemployed
4.895412
Suburban
Comprehensive
null
18
830
1
2020-05-29 15:21:39.098696
Poor
No
Monthly
Apartment
961
1,173,760
20
Male
null
Single
1
PhD
Unemployed
36.944911
Suburban
Basic
2
14
544
9
2023-03-30 15:21:39.155231
Poor
Yes
Rarely
Condo
81
1,173,761
32
Male
1,017
Single
2
High School
Self-Employed
42.696324
Rural
Premium
1
1
743
7
2022-05-17 15:21:39.208842
Good
Yes
Rarely
Apartment
48
1,173,762
39
Female
12,098
Married
3
Bachelor's
Self-Employed
27.937399
Suburban
Premium
null
5
735
1
2024-07-01 15:21:39.134960
Average
No
Weekly
Apartment
548
1,173,763
39
Male
91,046
null
3
Bachelor's
Self-Employed
28.358465
Suburban
Comprehensive
1
16
794
2
2024-08-03 15:21:39.116179
Poor
Yes
Daily
Apartment
2,651
1,173,764
59
Male
2,714
Divorced
0
Master's
Unemployed
26.596593
Urban
Comprehensive
1
14
549
1
2021-04-06 15:21:39.134960
Poor
No
Rarely
House
349
1,173,765
51
Male
45,834
Married
4
Bachelor's
Self-Employed
13.166447
Suburban
Comprehensive
1
11
758
5
2022-08-19 15:21:39.263607
Good
No
Monthly
House
23
1,173,766
60
Female
1,792
Divorced
2
Master's
Self-Employed
24.143577
Rural
Basic
3
14
743
1
2024-05-05 15:21:39.237118
Average
No
Rarely
Apartment
1,586
1,173,767
53
Female
30,861
Divorced
0
High School
Self-Employed
39.664804
Suburban
Premium
1
13
null
1
2021-07-05 15:21:39.187211
Poor
No
Rarely
House
765
1,173,768
35
Male
17,774
Single
0
High School
null
40.928286
Suburban
Premium
null
6
null
1
2020-06-04 15:21:39.126661
null
Yes
Daily
House
2,226
1,173,769
20
Male
18,368
Single
null
Bachelor's
Self-Employed
9.882086
Urban
Comprehensive
null
12
646
4
2021-07-31 15:21:39.249100
Poor
Yes
Monthly
Apartment
801
1,173,770
21
Male
36,351
Single
0
PhD
null
13.9987
Rural
Premium
null
13
474
5
2020-02-23 15:21:39.186212
Good
No
Monthly
Condo
1,568
1,173,771
64
Male
74,186
Married
4
Master's
Employed
16.977377
Rural
Basic
null
13
643
5
2021-08-27 15:21:39.094752
Poor
No
Daily
Apartment
204
1,173,772
38
Female
9,367
Divorced
2
Master's
Unemployed
33.845901
Suburban
Basic
null
10
708
7
2020-07-10 15:21:39.155231
Average
Yes
Weekly
Apartment
557
1,173,773
50
Male
1,325
Single
1
High School
null
47.044813
Urban
Basic
null
8
436
9
2021-07-13 15:21:39.155231
Average
Yes
Daily
Apartment
248
1,173,774
33
Female
null
Divorced
null
PhD
Unemployed
7.88342
Rural
Comprehensive
2
1
573
6
2023-07-13 15:21:39.134960
Poor
No
Weekly
House
2,082
1,173,775
25
Female
71,271
Single
2
PhD
Self-Employed
31.445226
Rural
Basic
2
6
629
5
2020-06-24 15:21:39.150730
Poor
No
Weekly
Condo
190
1,173,776
54
Female
35,475
Divorced
4
Master's
Self-Employed
26.945502
Rural
Comprehensive
null
10
308
8
2022-01-29 15:21:39.288099
Average
No
Daily
House
756
1,173,777
20
Male
3,997
Divorced
3
Bachelor's
null
29.27222
Suburban
Premium
null
19
706
4
2023-12-13 15:21:39.246098
Poor
No
Monthly
Apartment
3,843
1,173,778
42
Female
73,332
Single
0
Master's
null
8.442057
Urban
Comprehensive
1
1
454
1
2022-12-20 15:21:39.237118
Good
Yes
Rarely
House
1,217
1,173,779
44
Male
579
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Premium
1
18
761
2
2020-02-04 15:21:39.276901
Good
No
Weekly
Condo
695
1,173,780
53
Female
null
Divorced
2
High School
null
null
Suburban
Comprehensive
1
7
437
7
2024-04-05 15:21:39.155231
Poor
Yes
Daily
Condo
1,298
1,173,781
58
Female
25,981
Divorced
3
Master's
Unemployed
33.107839
Urban
Basic
2
4
784
5
2021-10-16 15:21:39.274993
Good
Yes
Rarely
Condo
647
1,173,782
57
Male
44,127
Divorced
3
PhD
null
44.94825
Rural
Comprehensive
2
17
541
9
2023-06-01 15:21:39.282785
Poor
No
Daily
Apartment
2,344
1,173,783
58
Female
13,643
Married
0
PhD
Unemployed
18.010885
Rural
Basic
1
6
null
8
2021-11-12 15:21:39.194829
Poor
No
Weekly
Apartment
377
1,173,784
62
Female
103,499
Divorced
1
High School
Self-Employed
16.776864
Suburban
Comprehensive
1
2
309
7
2020-05-19 15:21:39.247098
Average
No
Weekly
Apartment
1,071
1,173,785
55
Female
44,162
Married
2
Bachelor's
Employed
14.151919
Urban
Comprehensive
1
11
721
8
2022-09-09 15:21:39.168099
Poor
Yes
Daily
Apartment
1,419
1,173,786
30
Female
64,857
Married
1
High School
Unemployed
16.122235
Suburban
Comprehensive
null
6
749
3
2024-01-19 15:21:39.272456
Poor
Yes
Rarely
Apartment
150
1,173,787
31
Male
27,935
Married
1
PhD
Employed
11.735451
Suburban
Comprehensive
1
4
476
8
2020-01-10 15:21:39.172097
Good
Yes
Weekly
Condo
1,093
1,173,788
52
Male
41,225
Single
2
PhD
Self-Employed
27.482171
Urban
Basic
null
12
429
9
2020-05-15 15:21:39.217387
Poor
Yes
Weekly
House
1,302
1,173,789
32
Female
94,958
Married
null
Bachelor's
null
26.867779
Rural
Comprehensive
1
19
381
9
2022-09-28 15:21:39.192212
Poor
No
Daily
Apartment
1,873
1,173,790
40
Male
6,943
Single
0
Master's
Self-Employed
null
Suburban
Comprehensive
1
17
554
1
2021-01-14 15:21:39.191219
Average
Yes
Daily
House
807
1,173,791
53
Male
40,201
Single
1
High School
Unemployed
44.487033
Suburban
Comprehensive
null
9
782
7
2022-09-26 15:21:39.237118
Average
No
Weekly
Condo
1,567
1,173,792
26
Female
10,178
Single
null
Bachelor's
Employed
10.845942
Suburban
Comprehensive
null
12
466
4
2019-10-08 15:21:39.166062
Average
Yes
Rarely
House
1,845
1,173,793
44
Female
1,808
Single
null
Bachelor's
Self-Employed
40.776594
Urban
Premium
0
1
360
2
2019-10-23 15:21:39.155231
Good
No
Monthly
Apartment
1,162
1,173,794
45
Male
6,097
Divorced
3
PhD
Unemployed
22.977644
Suburban
Premium
null
10
778
4
2021-05-26 15:21:39.152732
Good
No
Rarely
House
1,610
1,173,795
35
Female
36,463
Married
0
PhD
Unemployed
48.569426
Urban
Comprehensive
1
8
654
4
2023-05-09 15:21:39.279729
Good
Yes
Weekly
Condo
196
1,173,796
52
Female
28,983
Married
3
Master's
Employed
null
Urban
Premium
0
15
637
6
2024-01-24 15:21:39.155231
Poor
Yes
Weekly
Condo
626
1,173,797
61
Female
4,845
Divorced
3
Master's
Unemployed
35.874367
Suburban
Comprehensive
null
7
442
6
2022-06-12 15:21:39.151732
Good
No
Daily
Condo
1,758
1,173,798
43
Female
9,056
Married
2
High School
null
45.078951
Suburban
Premium
null
18
null
7
2021-11-08 15:21:39.271453
Poor
No
Rarely
Apartment
2,175
1,173,799
33
Male
71,834
Married
3
High School
null
41.041978
Rural
Basic
0
8
472
9
2022-04-13 15:21:39.094752
Average
Yes
Weekly
Condo
192