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
47,700
47
Male
15,533
Married
3
Master's
Self-Employed
28.074444
Urban
Comprehensive
null
11
319
8
2020-01-12 15:21:39.274993
Poor
Yes
Daily
Condo
1,257
47,701
39
Female
1,890
Single
3
PhD
Self-Employed
25.751612
Suburban
Premium
0
6
515
1
2023-07-10 15:21:39.179186
Average
Yes
Daily
House
348
47,702
36
Female
18,721
Married
null
Master's
null
7.918642
Urban
Basic
1
2
836
3
2021-05-09 15:21:39.086123
Average
No
Weekly
Apartment
516
47,703
27
Male
29,389
Married
4
Master's
null
11.27193
Urban
Premium
2
14
316
1
2024-07-12 15:21:39.256696
Average
Yes
Daily
Apartment
592
47,704
40
Female
14,094
Divorced
4
PhD
Self-Employed
29.393774
Urban
Basic
null
1
571
2
2020-03-07 15:21:39.226954
Good
No
Daily
Apartment
1,180
47,705
18
Male
23,217
Divorced
1
Bachelor's
Employed
12.590416
Suburban
Basic
3
18
836
4
2023-12-07 15:21:39.224915
Good
No
Rarely
Condo
928
47,706
26
Male
18,307
Single
1
PhD
Unemployed
18.9653
Rural
Comprehensive
0
19
547
9
2023-09-05 15:21:39.091080
Good
No
Rarely
House
261
47,707
21
Female
46,114
Single
4
Bachelor's
null
17.929105
Rural
Comprehensive
null
9
null
3
2020-07-12 15:21:39.095696
Average
Yes
Monthly
Apartment
462
47,708
37
Female
394
Divorced
1
Master's
Unemployed
5.552873
Rural
Comprehensive
0
11
772
3
2021-09-17 15:21:39.086123
Good
No
Weekly
Apartment
762
47,709
43
Female
45,926
Divorced
1
Bachelor's
null
33.826348
Urban
Basic
2
8
757
3
2021-04-05 15:21:39.134960
Poor
Yes
Rarely
Condo
1,461
47,710
23
Female
1,704
Single
2
PhD
Unemployed
20.705028
Rural
Basic
1
4
587
9
2023-05-13 15:21:39.225916
Poor
Yes
Rarely
Apartment
3,876
47,711
37
Male
5,592
Divorced
4
Bachelor's
Employed
18.397215
Urban
Premium
0
16
null
8
2021-09-20 15:21:39.198406
Poor
No
Rarely
House
1,401
47,712
null
Male
10,195
Single
null
High School
Employed
23.807583
Suburban
Comprehensive
1
13
614
4
2024-06-14 15:21:39.226954
Poor
Yes
Monthly
Apartment
921
47,713
63
Female
37,821
Married
0
PhD
Self-Employed
18.362376
Rural
Basic
1
10
null
7
2019-10-07 15:21:39.100695
Average
Yes
Monthly
Apartment
799
47,714
57
Female
27,042
Divorced
1
Master's
Unemployed
11.288261
Suburban
Premium
0
6
null
1
2024-05-28 15:21:39.185215
Average
No
Weekly
Apartment
1,051
47,715
48
Female
13,218
Divorced
3
PhD
Employed
39.290575
Suburban
Premium
3
4
599
2
2022-03-02 15:21:39.134960
Poor
Yes
Rarely
House
132
47,716
59
Female
37,845
Married
0
Bachelor's
Self-Employed
7.91949
Urban
Basic
0
0
426
4
2023-01-08 15:21:39.107553
Poor
No
Daily
House
455
47,717
64
Female
2,587
Married
2
Master's
Self-Employed
9.129856
Urban
Basic
2
1
744
8
2020-10-10 15:21:39.204201
Average
No
Monthly
House
250
47,718
57
Female
39,862
Single
null
PhD
Unemployed
29.788294
Urban
Premium
1
6
null
1
2021-09-29 15:21:39.115178
Poor
Yes
Weekly
Condo
116
47,719
42
Male
66,424
Divorced
0
Master's
Unemployed
41.766832
Rural
Basic
2
6
794
3
2022-01-04 15:21:39.237118
Good
Yes
Daily
Apartment
3,585
47,720
39
Female
72,733
Divorced
2
Master's
null
null
Rural
Comprehensive
null
16
821
4
2024-05-08 15:21:39.143708
null
Yes
Rarely
Condo
612
47,721
34
Male
9,092
Single
1
High School
Unemployed
21.346231
Rural
Comprehensive
0
18
507
3
2021-11-25 15:21:39.175719
Average
No
Rarely
Condo
307
47,722
24
Female
30,063
Married
0
High School
Unemployed
13.78258
Urban
Basic
null
17
829
5
2024-06-19 15:21:39.122134
Good
No
Monthly
Condo
1,005
47,723
18
Female
15,556
Single
4
Bachelor's
null
38.88735
Urban
Comprehensive
1
17
null
3
2022-06-25 15:21:39.194829
Poor
No
Monthly
Apartment
1,813
47,724
26
Male
23,962
Divorced
2
High School
null
17.187714
Urban
Premium
0
11
791
8
2019-10-20 15:21:39.169102
Average
No
Daily
Condo
1,647
47,725
47
Female
3,859
Married
2
Bachelor's
Unemployed
null
Urban
Comprehensive
0
9
525
3
2023-07-28 15:21:39.282785
Poor
No
Weekly
Apartment
2,313
47,726
43
Female
40,217
Single
0
Bachelor's
Employed
36.282841
Rural
Premium
1
0
672
7
2020-06-07 15:21:39.261856
Average
Yes
Weekly
Apartment
1,327
47,727
55
Male
26,731
Married
2
Bachelor's
Self-Employed
36.769194
Urban
Comprehensive
1
19
339
7
2024-02-22 15:21:39.086123
Good
No
Rarely
Apartment
1,206
47,728
42
Male
42,115
Married
3
Bachelor's
Employed
37.99131
Rural
Premium
0
6
655
3
2023-05-31 15:21:39.164044
Average
Yes
Monthly
Apartment
3,452
47,729
43
Male
15,641
Single
2
Bachelor's
Self-Employed
null
Urban
Comprehensive
0
15
565
8
2021-09-10 15:21:39.172097
Good
Yes
Rarely
Condo
790
47,730
50
Male
101
Single
2
PhD
null
21.163769
Urban
Basic
null
10
636
4
2023-01-10 15:21:39.155231
null
Yes
Rarely
House
1,324
47,731
47
Female
5,701
Married
1
PhD
Unemployed
22.271095
Rural
Premium
2
5
434
4
2024-08-14 15:21:39.119168
Good
Yes
Rarely
Condo
1,159
47,732
31
Male
31,796
Single
1
Bachelor's
Unemployed
45.493838
Rural
Premium
2
17
790
4
2021-08-19 15:21:39.226954
Poor
No
Daily
Condo
2,550
47,733
63
Female
27,853
Divorced
4
Bachelor's
Self-Employed
26.202454
Urban
Basic
1
10
542
8
2021-05-07 15:21:39.192212
Good
No
Daily
House
757
47,734
33
Male
23,989
Married
null
PhD
Self-Employed
18.561827
Rural
Premium
null
10
759
1
2020-06-17 15:21:39.274993
Good
No
Daily
Condo
824
47,735
38
Male
null
Divorced
0
PhD
Employed
41.376711
Suburban
Comprehensive
0
0
349
8
2020-08-03 15:21:39.155231
Good
Yes
Rarely
Condo
76
47,736
31
Female
14,082
Divorced
4
High School
Unemployed
50.171282
Urban
Comprehensive
0
14
447
9
2023-07-12 15:21:39.123711
Good
No
Monthly
Apartment
751
47,737
29
Female
21,367
Married
4
High School
Unemployed
13.82645
Rural
Basic
0
16
690
4
2023-02-06 15:21:39.226954
Average
No
Rarely
House
557
47,738
44
Male
4,907
Single
2
PhD
null
20.257535
Rural
Basic
1
7
653
8
2024-06-03 15:21:39.235012
Good
No
Daily
House
2,620
47,739
29
Male
93,937
Single
3
Master's
null
31.65606
Urban
Basic
null
9
347
8
2022-07-03 15:21:39.237118
Poor
Yes
Monthly
House
2,892
47,740
29
Male
38,305
Married
2
Bachelor's
Self-Employed
20.361595
Suburban
Premium
1
18
641
3
2020-09-23 15:21:39.280784
Average
Yes
Weekly
House
2,470
47,741
60
Female
3,765
Married
2
PhD
Unemployed
47.331985
Rural
Comprehensive
1
1
null
5
2020-02-09 15:21:39.211806
Good
Yes
Weekly
House
1,871
47,742
32
Male
20,952
Married
3
Master's
Unemployed
26.751278
Urban
Comprehensive
null
1
731
8
2023-09-21 15:21:39.108562
Poor
Yes
Rarely
Apartment
2,094
47,743
30
Male
98,934
Married
null
Master's
Unemployed
34.193878
Urban
Premium
null
17
525
9
2019-09-05 15:21:39.191219
Poor
No
Monthly
Condo
340
47,744
57
Female
4,972
Married
1
Bachelor's
null
36.914231
Rural
Comprehensive
0
16
563
5
2020-02-14 15:21:39.237118
Average
Yes
Monthly
House
2,285
47,745
58
Female
14,094
Divorced
2
Bachelor's
null
20.848152
Rural
Comprehensive
1
0
703
1
2019-10-23 15:21:39.155231
Average
No
Monthly
Apartment
1,069
47,746
19
Female
2,623
Divorced
4
Master's
Unemployed
32.098722
Urban
Premium
0
9
null
9
2022-06-23 15:21:39.261856
Good
Yes
Rarely
Condo
2,144
47,747
null
Female
15,641
Married
1
Bachelor's
null
15.323878
Suburban
Premium
2
0
549
1
2023-02-26 15:21:39.223901
Poor
Yes
Weekly
House
3,184
47,748
43
Male
2,670
Single
2
Master's
null
29.917907
Urban
Comprehensive
1
6
320
7
2020-04-16 15:21:39.167099
Poor
No
Monthly
Apartment
524
47,749
55
Female
8,098
Married
2
Master's
Employed
29.957311
Suburban
Premium
null
18
643
7
2022-08-21 15:21:39.192212
Good
Yes
Daily
Apartment
477
47,750
30
Female
121,783
Single
1
High School
Employed
21.447068
Urban
Basic
null
5
425
2
2020-04-15 15:21:39.164044
Good
Yes
Weekly
Apartment
837
47,751
30
Male
51,171
null
0
Master's
Unemployed
23.919464
Suburban
Premium
null
0
704
9
2022-11-04 15:21:39.176717
null
No
Monthly
Condo
257
47,752
42
Female
111,017
Married
3
PhD
Self-Employed
40.016968
Suburban
Premium
1
13
512
1
2019-12-03 15:21:39.237118
Poor
No
Weekly
House
2,068
47,753
59
Female
6,819
Married
1
Bachelor's
null
22.604411
Suburban
Premium
null
13
784
7
2019-12-23 15:21:39.256696
Poor
No
Weekly
Condo
713
47,754
24
Male
46,224
Divorced
4
Master's
null
33.444341
Rural
Basic
0
12
null
3
2022-09-05 15:21:39.204790
Poor
No
Rarely
House
1,273
47,755
48
Male
null
Married
0
Bachelor's
null
30.149717
Urban
Comprehensive
2
17
355
2
2023-12-07 15:21:39.188220
Average
No
Daily
Apartment
193
47,756
25
Female
15,253
Single
0
High School
Self-Employed
19.132926
Suburban
Premium
2
11
583
3
2023-01-26 15:21:39.155231
null
No
Weekly
House
548
47,757
64
Male
68,650
Single
3
Bachelor's
null
35.82673
Rural
Basic
null
12
562
4
2022-06-22 15:21:39.273973
Average
Yes
Monthly
Apartment
272
47,758
26
Female
18,091
Married
0
Master's
Unemployed
49.520038
Urban
Basic
0
3
835
5
2020-01-29 15:21:39.134960
Average
Yes
Weekly
Condo
1,559
47,759
22
Male
7,087
Married
4
High School
null
23.691796
Suburban
Basic
null
7
557
9
2023-05-10 15:21:39.194829
Poor
No
Monthly
Apartment
1,217
47,760
25
Male
1,296
Single
4
Master's
Unemployed
8.351421
Rural
Premium
1
14
431
1
2021-01-15 15:21:39.245086
Poor
Yes
Daily
Apartment
538
47,761
22
Female
23,496
Divorced
0
High School
Self-Employed
null
Urban
Premium
0
16
785
9
2021-01-26 15:21:39.264504
Average
Yes
Weekly
Apartment
930
47,762
29
Female
16,829
Married
3
Bachelor's
Self-Employed
19.269914
Rural
Comprehensive
1
9
331
5
2022-07-03 15:21:39.252145
Poor
Yes
Weekly
Condo
1,369
47,763
34
Male
767
Married
1
High School
Self-Employed
null
Rural
Comprehensive
null
5
755
6
2023-05-07 15:21:39.246098
Poor
Yes
Rarely
Apartment
1,323
47,764
49
Male
15,464
Married
1
Master's
Self-Employed
48.624186
Rural
Comprehensive
1
7
585
4
2022-08-31 15:21:39.248098
null
Yes
Weekly
Apartment
125
47,765
34
Female
null
Single
2
High School
Self-Employed
3.056513
Rural
Basic
0
10
583
4
2020-02-11 15:21:39.205850
Good
Yes
Weekly
Condo
271
47,766
58
Female
15,753
Married
0
Master's
Self-Employed
null
Suburban
Basic
1
10
613
6
2021-07-29 15:21:39.107553
Good
Yes
Daily
House
446
47,767
44
Male
50,309
Married
2
High School
null
12.652981
Rural
Comprehensive
1
11
null
9
2021-10-11 15:21:39.237118
Average
No
Monthly
Condo
429
47,768
null
Female
74,863
null
2
Master's
Self-Employed
19.591479
Urban
Comprehensive
0
6
482
2
2019-11-30 15:21:39.155231
Good
Yes
Rarely
Condo
541
47,769
37
Female
5,023
Divorced
0
Bachelor's
Self-Employed
16.837355
Urban
Comprehensive
1
10
552
8
2023-04-20 15:21:39.274993
Average
No
Weekly
House
1,673
47,770
32
Male
75,864
Single
0
High School
Unemployed
25.180467
Suburban
Premium
null
5
437
9
2022-09-09 15:21:39.207847
Average
Yes
Rarely
Apartment
27
47,771
20
Male
149,473
Single
3
High School
Self-Employed
12.919128
Suburban
Comprehensive
2
10
765
6
2022-11-25 15:21:39.237118
Average
No
Daily
Apartment
208
47,772
34
Male
23,595
Married
2
PhD
Self-Employed
46.547161
Suburban
Basic
null
0
531
8
2023-05-19 15:21:39.244069
Good
Yes
Rarely
Apartment
1,737
47,773
55
Female
47,430
Single
0
High School
Unemployed
50.361915
Urban
Premium
3
7
null
2
2019-08-27 15:21:39.193945
Average
No
Weekly
Apartment
739
47,774
52
Female
24,605
Married
0
Bachelor's
Employed
40.898692
Urban
Comprehensive
0
11
524
1
2022-02-12 15:21:39.149731
Good
Yes
Rarely
Apartment
1,472
47,775
55
Female
102,028
Divorced
null
High School
Unemployed
29.164858
Rural
Premium
2
9
585
4
2021-08-07 15:21:39.087123
Average
No
Weekly
Apartment
2,548
47,776
52
Female
939
Married
1
Master's
Self-Employed
46.567231
Suburban
Comprehensive
null
9
495
6
2024-05-22 15:21:39.124659
Good
Yes
Monthly
Condo
2,847
47,777
60
Female
40,743
Married
4
PhD
null
25.490174
Rural
Basic
0
10
600
5
2020-12-06 15:21:39.147735
Poor
No
Weekly
House
420
47,778
30
Female
105
Married
0
PhD
Unemployed
26.837205
Suburban
Premium
1
2
696
9
2021-09-28 15:21:39.112553
Good
No
Weekly
Apartment
489
47,779
22
Female
45,808
Married
4
PhD
Employed
21.553436
Suburban
Premium
1
15
462
2
2022-12-09 15:21:39.228521
Good
Yes
Weekly
House
1,672
47,780
18
Male
39,076
Divorced
3
High School
Employed
29.764807
Rural
Premium
0
8
745
6
2020-09-02 15:21:39.201446
Poor
Yes
Daily
Apartment
1,242
47,781
35
Female
71,246
Single
4
Master's
null
6.189914
Urban
Basic
3
1
654
8
2021-05-30 15:21:39.247098
Average
Yes
Daily
Apartment
2,798
47,782
26
Female
140,115
Divorced
0
PhD
Unemployed
14.257311
Suburban
Basic
null
14
357
3
2020-06-11 15:21:39.085129
Average
No
Daily
Apartment
739
47,783
39
Male
63,200
Single
3
Master's
null
42.131937
Rural
Comprehensive
0
0
491
5
2022-05-13 15:21:39.285112
Poor
No
Daily
House
2,323
47,784
50
Male
15,456
Divorced
0
Bachelor's
null
18.079554
Suburban
Basic
null
18
387
3
2023-06-09 15:21:39.250151
Good
No
Monthly
Apartment
2,102
47,785
43
Male
71,361
Single
1
Bachelor's
Self-Employed
31.248873
Suburban
Premium
2
4
429
1
2023-04-01 15:21:39.134960
Good
Yes
Rarely
House
45
47,786
53
Female
15,848
Married
0
PhD
Unemployed
18.837381
Suburban
Basic
null
3
null
7
2022-10-18 15:21:39.115178
Poor
No
Daily
Apartment
1,053
47,787
45
Male
57,553
Married
4
Master's
Unemployed
32.257845
Suburban
Comprehensive
2
0
727
4
2023-08-14 15:21:39.134960
null
Yes
Weekly
Apartment
3,938
47,788
18
Female
3,142
Divorced
null
Master's
null
34.186985
Urban
Comprehensive
0
4
641
8
2024-01-31 15:21:39.132191
Average
Yes
Rarely
House
28
47,789
35
Male
5,854
Single
2
Bachelor's
Employed
15.248833
Rural
Premium
7
3
636
1
2020-01-02 15:21:39.246098
Average
No
Monthly
House
397
47,790
22
Female
49
Divorced
2
Bachelor's
Employed
36.795986
Urban
Premium
1
9
839
6
2023-05-02 15:21:39.172097
Average
Yes
Rarely
Condo
1,844
47,791
39
Female
4,431
Divorced
1
PhD
Self-Employed
49.845389
Urban
Basic
null
5
535
3
2024-06-23 15:21:39.250151
Good
Yes
Daily
Apartment
28
47,792
29
Male
29,077
Married
2
High School
Unemployed
4.051525
Suburban
Comprehensive
0
4
618
1
2024-03-07 15:21:39.113566
Poor
Yes
Weekly
House
489
47,793
63
Female
128,002
Single
4
Bachelor's
Unemployed
23.247418
Suburban
Basic
3
18
null
3
2023-04-26 15:21:39.134960
Average
Yes
Rarely
House
2,672
47,794
45
Female
52,355
Married
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
4
506
1
2020-01-13 15:21:39.244069
Good
No
Weekly
House
2,140
47,795
58
Female
23,981
Single
null
Bachelor's
Self-Employed
33.512858
Urban
Comprehensive
1
3
533
2
2021-08-15 15:21:39.134960
Average
No
Monthly
Apartment
703
47,796
28
Female
11,584
Single
null
High School
Employed
22.064356
Rural
Basic
0
10
393
1
2024-03-29 15:21:39.143708
Poor
Yes
Weekly
Apartment
793
47,797
26
Male
81,667
Married
3
High School
Self-Employed
31.966167
Suburban
Basic
0
9
364
4
2020-12-30 15:21:39.278402
Good
No
Daily
Apartment
1,741
47,798
51
Male
35,781
Divorced
4
Master's
Self-Employed
51.122321
Urban
Premium
0
18
439
3
2024-05-31 15:21:39.084065
Average
Yes
Monthly
House
509
47,799
61
Male
15,258
Married
3
High School
Unemployed
19.973749
Suburban
Basic
0
11
null
8
2023-03-26 15:21:39.154008
Average
Yes
Daily
House
938