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
1,169,700
53
Male
40,813
Single
0
Master's
Self-Employed
16.844731
Urban
Premium
0
1
508
6
2021-09-13 15:21:39.185215
Average
No
Daily
House
613
1,169,701
56
Female
22,746
Divorced
3
Master's
null
19.812184
Suburban
Basic
null
0
464
1
2020-12-29 15:21:39.255696
Average
No
Weekly
Condo
641
1,169,702
25
Female
37,387
Single
1
Bachelor's
null
23.854224
Rural
Premium
2
7
null
5
2021-02-13 15:21:39.285112
Average
Yes
Daily
House
916
1,169,703
34
Male
90,438
Married
2
High School
Unemployed
11.171133
Rural
Comprehensive
2
19
705
4
2021-08-09 15:21:39.217387
null
Yes
Daily
Apartment
165
1,169,704
22
Male
39,454
Single
2
Bachelor's
Self-Employed
42.123789
Rural
Comprehensive
1
12
482
8
2021-12-23 15:21:39.084065
Good
Yes
Weekly
House
464
1,169,705
50
Male
97,664
Married
3
PhD
Self-Employed
26.254041
Rural
Basic
null
7
382
1
2024-02-04 15:21:39.213373
Good
Yes
Monthly
Condo
381
1,169,706
50
Male
28,367
Married
3
High School
null
24.097431
Rural
Comprehensive
0
0
714
4
2020-04-05 15:21:39.201446
Poor
No
Daily
Condo
274
1,169,707
28
Female
8,810
Married
2
PhD
Unemployed
8.599781
Urban
Comprehensive
2
4
550
2
2024-05-28 15:21:39.207847
Poor
Yes
Rarely
House
1,233
1,169,708
18
Female
105,563
Married
4
PhD
Unemployed
20.064631
Urban
Basic
1
15
573
5
2022-06-08 15:21:39.084065
Good
No
Weekly
Condo
298
1,169,709
63
Male
34,126
Single
4
Bachelor's
Self-Employed
46.653513
Rural
Premium
null
6
533
7
2023-03-31 15:21:39.260856
Good
Yes
Daily
Condo
1,328
1,169,710
37
Male
19,363
Divorced
1
High School
Employed
32.547237
Rural
Basic
1
5
null
6
2024-03-27 15:21:39.134960
Poor
No
Weekly
Condo
705
1,169,711
49
Male
73,553
Single
3
PhD
null
7.07795
Urban
Comprehensive
0
2
557
2
2019-08-19 15:21:39.146733
Good
Yes
Rarely
Apartment
2,155
1,169,712
25
Female
3,568
Single
2
Master's
Self-Employed
28.986565
Rural
Comprehensive
null
2
310
9
2020-10-31 15:21:39.106582
Average
No
Rarely
Condo
1,148
1,169,713
58
Female
25,103
Single
1
Master's
null
null
Urban
Comprehensive
null
18
527
4
2020-01-12 15:21:39.132191
Poor
Yes
Daily
House
1,028
1,169,714
38
Male
811
Single
4
Master's
Unemployed
15.92773
Urban
Comprehensive
0
16
476
7
2023-02-04 15:21:39.134960
Average
Yes
Daily
Apartment
791
1,169,715
56
Female
1,277
Single
0
PhD
Self-Employed
19.744602
Rural
Premium
null
14
703
6
2019-08-17 15:21:39.215386
Good
Yes
Monthly
Condo
1,520
1,169,716
37
Male
8,092
Single
0
High School
Self-Employed
20.952335
Rural
Premium
2
12
652
5
2020-04-14 15:21:39.089116
Average
Yes
Daily
Apartment
671
1,169,717
21
Male
137,811
Divorced
0
Master's
Self-Employed
17.001454
Urban
Comprehensive
2
5
417
9
2020-07-16 15:21:39.083497
Average
No
Daily
House
730
1,169,718
49
Male
32,883
Divorced
4
PhD
null
17.250175
Rural
Basic
2
2
319
5
2024-01-22 15:21:39.143708
Good
Yes
Weekly
Apartment
4,979
1,169,719
44
Female
11,973
Married
3
Master's
Unemployed
26.581981
Suburban
Premium
0
11
461
8
2020-10-08 15:21:39.155231
Poor
Yes
Rarely
Apartment
115
1,169,720
26
Male
29,368
Married
3
Bachelor's
Self-Employed
31.098448
Urban
Comprehensive
0
19
544
7
2020-03-02 15:21:39.120168
Average
No
Weekly
Apartment
1,125
1,169,721
19
Female
44,700
Single
3
PhD
Employed
21.391228
Urban
Basic
null
5
null
9
2022-04-24 15:21:39.237118
Poor
Yes
Rarely
Apartment
562
1,169,722
60
Male
18,366
Single
2
PhD
null
null
Suburban
Premium
1
14
656
5
2022-10-18 15:21:39.134960
Poor
No
Weekly
Condo
538
1,169,723
64
Female
59,498
null
4
Bachelor's
null
44.077142
Rural
Basic
1
0
472
4
2020-02-23 15:21:39.274993
Average
No
Weekly
Condo
724
1,169,724
19
Male
4,417
Divorced
2
Bachelor's
Self-Employed
28.484439
Suburban
Comprehensive
0
15
817
5
2021-11-22 15:21:39.226954
Average
Yes
Weekly
Apartment
2,170
1,169,725
62
Male
20,801
Single
0
Bachelor's
Employed
10.123537
Urban
Basic
null
8
431
9
2021-12-23 15:21:39.246098
Average
Yes
Rarely
Condo
2,102
1,169,726
18
Female
1,753
Single
0
High School
Self-Employed
21.392332
Urban
Comprehensive
1
7
503
6
2023-10-02 15:21:39.174719
Poor
No
Daily
Condo
1,780
1,169,727
56
Male
78,616
Divorced
null
Bachelor's
null
34.566404
Suburban
Comprehensive
0
1
439
6
2023-06-14 15:21:39.126661
Poor
Yes
Monthly
Apartment
719
1,169,728
null
Male
9,336
Single
0
Master's
Self-Employed
29.882587
Suburban
Premium
0
16
834
1
2020-07-03 15:21:39.144722
null
Yes
Rarely
Condo
834
1,169,729
60
Female
108,772
Single
0
Bachelor's
null
22.629737
Urban
Comprehensive
2
18
709
4
2022-08-26 15:21:39.168099
null
Yes
Rarely
House
762
1,169,730
24
Female
26,681
Single
0
Bachelor's
Self-Employed
40.338838
Rural
Comprehensive
null
12
636
2
2020-04-19 15:21:39.186212
Average
No
Weekly
House
3,084
1,169,731
32
Male
2,079
Divorced
0
PhD
Employed
7.814776
Rural
Premium
1
9
484
2
2020-04-16 15:21:39.278402
Poor
No
Daily
Apartment
892
1,169,732
60
Male
2,946
Married
1
PhD
null
36.967505
Rural
Basic
1
13
372
9
2022-09-29 15:21:39.202448
Good
Yes
Daily
House
1,310
1,169,733
36
Male
34,686
Divorced
4
Master's
Unemployed
13.082631
Urban
Basic
2
14
680
5
2020-08-10 15:21:39.087123
Good
No
Monthly
Condo
1,313
1,169,734
18
Male
null
Married
1
Master's
null
30.052321
Urban
Basic
4
18
765
9
2023-10-02 15:21:39.155231
Average
No
Weekly
Condo
2,556
1,169,735
40
Female
28,108
Single
3
PhD
Self-Employed
5.737811
Suburban
Comprehensive
1
2
738
6
2022-09-13 15:21:39.165120
Poor
No
Rarely
Apartment
933
1,169,736
41
Female
74,496
Single
3
PhD
Self-Employed
null
Rural
Premium
2
1
387
9
2022-04-08 15:21:39.133866
Average
Yes
Rarely
Condo
1,102
1,169,737
59
Female
17,863
Divorced
3
Master's
null
23.133831
Rural
Comprehensive
null
9
null
5
2021-07-28 15:21:39.134960
Average
Yes
Daily
Apartment
554
1,169,738
25
Female
6,440
Married
0
High School
Unemployed
31.54488
Urban
Premium
1
5
615
5
2023-11-04 15:21:39.172097
Average
No
Monthly
Condo
1,724
1,169,739
34
Male
61,631
Married
2
Bachelor's
Employed
22.573921
Rural
Comprehensive
2
15
null
1
2023-07-10 15:21:39.084065
Poor
No
Weekly
Condo
2,285
1,169,740
54
Female
2,894
Married
2
Master's
Self-Employed
44.069
Suburban
Basic
3
10
716
7
2021-02-08 15:21:39.208842
Poor
No
Daily
Apartment
573
1,169,741
64
Male
52,637
Married
4
Bachelor's
Unemployed
28.832157
Suburban
Comprehensive
null
9
657
8
2020-09-15 15:21:39.248098
Poor
Yes
Weekly
Apartment
348
1,169,742
45
Female
93,976
Married
4
High School
Employed
17.816372
Urban
Basic
2
5
766
8
2022-12-27 15:21:39.285112
null
No
Daily
House
914
1,169,743
24
Female
37,156
Married
4
PhD
null
null
Rural
Basic
1
5
null
9
2021-08-11 15:21:39.251142
Poor
No
Daily
Apartment
1,568
1,169,744
53
Male
26,963
Married
4
Master's
null
28.052928
Urban
Basic
null
3
576
2
2020-02-04 15:21:39.134960
Poor
No
Daily
Apartment
834
1,169,745
19
Female
29,098
Single
1
High School
Employed
33.988532
Rural
Basic
1
17
508
4
2022-01-12 15:21:39.155231
Poor
No
Rarely
House
1,575
1,169,746
56
Female
34,862
Divorced
4
PhD
Unemployed
19.876648
Urban
Basic
1
15
672
9
2023-10-23 15:21:39.093681
Average
Yes
Monthly
House
1,099
1,169,747
50
Female
572
Married
0
Master's
Employed
20.108544
Rural
Basic
2
0
488
9
2019-09-13 15:21:39.257696
Poor
Yes
Rarely
Apartment
981
1,169,748
20
Male
73,927
Married
1
Master's
Self-Employed
17.423957
Suburban
Comprehensive
2
2
520
8
2023-11-25 15:21:39.155231
Good
No
Rarely
Apartment
2,931
1,169,749
18
Female
14,053
Divorced
1
Master's
null
42.07803
Suburban
Comprehensive
2
17
744
9
2019-09-24 15:21:39.192212
Good
No
Daily
Condo
393
1,169,750
39
Male
30,373
Divorced
2
Bachelor's
null
14.89554
Urban
Basic
1
16
589
9
2024-07-12 15:21:39.244069
Good
Yes
Monthly
Apartment
902
1,169,751
42
Male
11,466
Divorced
2
Master's
null
21.815769
Rural
Comprehensive
0
9
371
8
2022-07-26 15:21:39.282785
Good
No
Weekly
House
1,242
1,169,752
28
Male
6,529
Single
1
Master's
Unemployed
18.764704
Urban
Comprehensive
1
6
413
7
2024-07-08 15:21:39.151732
Good
Yes
Rarely
Condo
815
1,169,753
38
Female
149,188
Married
null
Bachelor's
Unemployed
12.930327
Suburban
Basic
0
17
356
5
2021-10-25 15:21:39.192212
Good
Yes
Weekly
Condo
828
1,169,754
52
Male
44,935
Married
2
Bachelor's
Employed
25.908624
Urban
Comprehensive
1
7
653
8
2023-09-28 15:21:39.095696
Average
No
Rarely
Apartment
981
1,169,755
null
Male
2,820
null
1
PhD
null
16.568965
Rural
Premium
0
17
656
8
2020-01-02 15:21:39.208842
Average
Yes
Daily
House
1,262
1,169,756
50
Female
13,068
Single
3
Bachelor's
Unemployed
23.912986
Suburban
Premium
0
17
761
5
2020-05-29 15:21:39.155231
null
Yes
Monthly
Condo
1,614
1,169,757
32
Female
null
Married
null
Master's
Unemployed
23.887849
Suburban
Comprehensive
null
7
449
5
2021-04-24 15:21:39.279729
Average
Yes
Rarely
House
3,100
1,169,758
32
Male
18,615
Divorced
1
Bachelor's
Employed
18.419988
Urban
Premium
0
11
416
5
2021-09-21 15:21:39.134960
Average
No
Daily
House
453
1,169,759
39
Female
11,210
Divorced
2
High School
null
26.248968
Rural
Comprehensive
0
13
703
2
2021-07-12 15:21:39.248098
Good
No
Weekly
House
907
1,169,760
22
Female
46,144
Married
3
PhD
null
40.9661
Suburban
Premium
3
6
782
7
2020-11-29 15:21:39.185215
Poor
Yes
Monthly
Apartment
496
1,169,761
45
Male
12,085
Married
3
Bachelor's
Self-Employed
23.390944
Urban
Premium
1
5
696
9
2020-09-16 15:21:39.134960
Poor
No
Daily
Apartment
546
1,169,762
23
Male
79,117
Married
null
Master's
null
26.182316
Urban
Premium
1
14
null
7
2021-12-19 15:21:39.225916
Average
Yes
Monthly
House
112
1,169,763
32
Female
18,649
Divorced
0
High School
Employed
32.455035
Suburban
Basic
0
17
null
4
2020-08-09 15:21:39.175719
Poor
Yes
Weekly
Condo
1,042
1,169,764
64
Male
20,785
Single
4
Master's
Unemployed
32.895344
Rural
Basic
null
17
695
8
2020-09-13 15:21:39.272456
Good
Yes
Monthly
House
572
1,169,765
54
Male
44,604
Divorced
3
Master's
Employed
36.93725
Rural
Premium
3
15
402
6
2020-08-26 15:21:39.267454
Good
No
Monthly
Condo
1,372
1,169,766
59
Female
20,959
Divorced
null
PhD
Self-Employed
40.638297
Urban
Comprehensive
1
19
600
2
2020-11-02 15:21:39.193945
Poor
No
Daily
House
544
1,169,767
64
Male
103,500
Divorced
3
High School
Self-Employed
49.990053
Suburban
Comprehensive
0
9
573
2
2024-07-30 15:21:39.107553
Average
No
Rarely
House
41
1,169,768
49
Female
14,873
Married
3
PhD
null
28.366876
Urban
Comprehensive
0
5
614
2
2021-02-14 15:21:39.251142
Poor
Yes
Weekly
Condo
675
1,169,769
59
Female
23,305
Divorced
4
High School
null
null
Suburban
Basic
null
0
817
7
2022-02-04 15:21:39.237118
Poor
Yes
Rarely
House
1,483
1,169,770
61
Female
27,577
Divorced
3
Master's
Unemployed
30.977953
Rural
Comprehensive
null
0
null
4
2022-04-27 15:21:39.134960
Good
Yes
Weekly
Apartment
51
1,169,771
27
Female
17,001
Single
0
Master's
Unemployed
26.75384
Suburban
Premium
0
16
676
9
2023-07-11 15:21:39.126661
null
No
Daily
Apartment
627
1,169,772
52
Female
null
Single
0
Bachelor's
Unemployed
14.049553
Rural
Premium
null
11
423
4
2022-06-06 15:21:39.283783
Good
No
Monthly
Apartment
549
1,169,773
41
Male
30,981
Single
1
Master's
null
13.888064
Rural
Premium
0
10
453
5
2020-09-30 15:21:39.219432
Poor
No
Weekly
Condo
1,324
1,169,774
37
Female
6,095
Divorced
1
Bachelor's
null
34.86817
Rural
Premium
null
14
null
7
2023-12-04 15:21:39.175719
Good
No
Monthly
House
40
1,169,775
58
Female
85,921
Divorced
1
High School
Self-Employed
28.723598
Urban
Premium
null
15
766
7
2021-04-03 15:21:39.097737
Poor
Yes
Rarely
House
111
1,169,776
58
Female
11,397
Married
2
High School
Employed
8.817604
Rural
Comprehensive
1
10
639
2
2022-11-13 15:21:39.086123
Average
No
Rarely
Condo
977
1,169,777
20
Female
106,878
Divorced
1
Master's
Self-Employed
18.160779
Urban
Comprehensive
1
18
437
6
2024-03-22 15:21:39.079128
Poor
Yes
Monthly
House
1,139
1,169,778
62
Female
704
Married
1
Bachelor's
Unemployed
null
Suburban
Basic
null
6
557
5
2024-02-21 15:21:39.084065
Average
Yes
Monthly
House
1,071
1,169,779
33
Male
24,299
Married
0
Master's
null
24.074529
Rural
Premium
null
12
565
3
2022-05-21 15:21:39.134960
Average
Yes
Daily
Condo
511
1,169,780
57
Female
49,635
Divorced
null
Master's
null
19.946164
Urban
Comprehensive
0
17
835
8
2020-02-28 15:21:39.247098
Good
Yes
Monthly
Condo
291
1,169,781
26
Male
11,861
Single
null
Bachelor's
Unemployed
23.279902
Suburban
Premium
null
13
null
9
2020-02-27 15:21:39.180553
Poor
No
Weekly
House
1,065
1,169,782
45
Male
10,599
Divorced
null
High School
Employed
51.168569
Rural
Comprehensive
0
19
836
8
2023-11-14 15:21:39.087123
Poor
No
Daily
Condo
490
1,169,783
38
Male
17,095
Divorced
1
PhD
Employed
39.179316
Suburban
Comprehensive
0
15
668
1
2024-05-22 15:21:39.171102
Average
Yes
Daily
Condo
74
1,169,784
26
Male
90,572
Single
4
High School
null
21.594594
Rural
Premium
null
5
690
7
2019-09-05 15:21:39.230483
null
Yes
Monthly
Apartment
1,821
1,169,785
62
Male
9,071
Married
null
PhD
Employed
18.898645
Urban
Comprehensive
0
13
354
8
2020-09-17 15:21:39.181605
Good
No
Monthly
Apartment
538
1,169,786
58
Female
16,682
Divorced
0
Master's
Unemployed
34.271518
Urban
Basic
2
13
513
8
2023-03-29 15:21:39.248098
Average
No
Rarely
Condo
456
1,169,787
39
Female
45,070
Single
2
High School
null
14.813009
Rural
Premium
null
15
313
2
2022-05-22 15:21:39.251142
Average
Yes
Weekly
Condo
1,022
1,169,788
57
Female
84,931
Single
3
High School
Self-Employed
22.61603
Rural
Basic
3
2
640
5
2021-06-19 15:21:39.253660
Good
Yes
Weekly
Apartment
2,118
1,169,789
57
Female
91,417
Married
1
Master's
Employed
8.167517
Rural
Basic
1
10
431
8
2023-05-28 15:21:39.088124
Poor
No
Rarely
Condo
2,095
1,169,790
28
Male
16,962
Divorced
4
Bachelor's
Self-Employed
50.922941
Urban
Premium
0
12
725
6
2021-11-19 15:21:39.171102
Poor
No
Rarely
House
1,373
1,169,791
39
Female
55,748
Married
4
PhD
Unemployed
13.164771
Suburban
Comprehensive
2
14
367
9
2019-10-18 15:21:39.134960
Good
Yes
Daily
House
535
1,169,792
20
Male
77,356
Single
null
PhD
Employed
35.264917
Rural
Basic
null
6
403
1
2020-09-26 15:21:39.121169
Good
No
Weekly
Condo
2,049
1,169,793
55
Male
3,580
Divorced
3
High School
null
5.564108
Rural
Premium
null
5
590
9
2021-07-29 15:21:39.155231
Average
No
Monthly
Apartment
356
1,169,794
null
Female
24,142
Divorced
null
High School
Self-Employed
23.82708
Urban
Premium
null
11
827
6
2024-05-15 15:21:39.079128
Good
Yes
Monthly
Condo
1,521
1,169,795
21
Female
30,984
Married
1
Bachelor's
Unemployed
33.157371
Suburban
Basic
2
10
607
2
2020-07-21 15:21:39.097737
Good
No
Rarely
House
498
1,169,796
31
Female
45,953
Married
0
Master's
Self-Employed
21.816451
Rural
Comprehensive
null
18
741
5
2021-12-21 15:21:39.098696
Poor
No
Rarely
Condo
1,310
1,169,797
20
Female
17,138
Married
null
Bachelor's
null
17.081486
Rural
Premium
0
5
null
9
2024-04-22 15:21:39.191219
Poor
Yes
Weekly
Condo
1,284
1,169,798
39
Female
31,882
Divorced
4
High School
Self-Employed
15.745548
Suburban
Basic
1
5
828
2
2022-06-02 15:21:39.235012
Poor
Yes
Rarely
House
1,185
1,169,799
40
Male
5,770
Divorced
1
High School
Unemployed
24.572801
Urban
Premium
2
12
null
8
2024-03-21 15:21:39.191219
Poor
No
Weekly
Condo
1,705