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
1,180,700
51
Male
3,547
Divorced
4
High School
null
16.630512
Urban
Premium
2
2
804
4
2019-10-04 15:21:39.148733
Average
No
Rarely
House
526
1,180,701
49
Male
149,980
Divorced
4
PhD
Unemployed
null
Urban
Basic
null
11
451
1
2022-05-18 15:21:39.221386
Average
No
Rarely
Condo
1,540
1,180,702
64
Female
6,791
Married
4
Master's
null
17.738101
Rural
Basic
1
11
596
9
2020-04-06 15:21:39.091080
Good
Yes
Weekly
House
661
1,180,703
21
Male
58,093
Single
3
Bachelor's
Employed
41.86718
Rural
Basic
0
5
699
4
2019-12-27 15:21:39.134960
Good
Yes
Weekly
House
2,344
1,180,704
40
Male
131,362
Married
3
Master's
Self-Employed
5.266946
Urban
Premium
0
13
310
5
2023-11-16 15:21:39.172097
Average
No
Daily
Apartment
2,601
1,180,705
33
Female
899
Single
0
Bachelor's
Unemployed
41.79231
Rural
Comprehensive
2
9
439
1
2023-11-06 15:21:39.255696
Poor
No
Daily
House
498
1,180,706
55
Male
4,547
Single
null
Bachelor's
Self-Employed
39.619505
Urban
Basic
0
14
566
8
2022-02-21 15:21:39.134960
Average
No
Daily
House
35
1,180,707
49
Male
4,499
Married
3
Master's
null
24.676933
Urban
Basic
1
15
719
6
2021-05-15 15:21:39.097737
Good
No
Monthly
Apartment
2,764
1,180,708
34
Male
20,309
Divorced
2
PhD
Unemployed
18.834229
Suburban
Comprehensive
0
10
null
5
2022-10-29 15:21:39.223901
Good
No
Rarely
Condo
1,284
1,180,709
30
Male
105,723
Divorced
4
Bachelor's
Employed
31.776321
Suburban
Premium
0
13
571
7
2020-04-18 15:21:39.244069
Good
No
Rarely
House
382
1,180,710
18
Female
17,272
Divorced
null
High School
null
26.926997
Rural
Basic
1
8
729
8
2021-02-27 15:21:39.190215
Good
Yes
Weekly
Apartment
647
1,180,711
27
Male
26,709
Married
3
Bachelor's
null
33.384095
Rural
Comprehensive
1
16
786
7
2020-02-16 15:21:39.265513
Poor
No
Rarely
House
712
1,180,712
41
Female
14,861
Divorced
0
Bachelor's
null
23.935551
Rural
Basic
3
0
828
9
2019-11-23 15:21:39.281787
Good
Yes
Rarely
House
2,036
1,180,713
63
Female
72,655
Married
1
Bachelor's
Self-Employed
30.636964
Rural
Comprehensive
4
5
456
2
2020-11-08 15:21:39.134960
Average
No
Daily
House
974
1,180,714
40
Female
null
Divorced
4
High School
null
5.637743
Urban
Comprehensive
null
15
329
4
2020-07-15 15:21:39.167099
Poor
Yes
Weekly
Apartment
820
1,180,715
50
Male
7,091
Single
3
Master's
Employed
null
Urban
Comprehensive
0
5
676
4
2021-08-13 15:21:39.190215
Good
Yes
Daily
House
508
1,180,716
64
Female
29,453
Single
4
High School
Employed
36.049078
Urban
Basic
0
11
734
4
2022-11-04 15:21:39.155231
Good
Yes
Rarely
Condo
1,284
1,180,717
25
Male
54,860
Divorced
0
High School
null
29.010763
Suburban
Premium
1
7
485
8
2023-04-10 15:21:39.205850
Good
No
Daily
Apartment
2,092
1,180,718
45
Male
92,027
Divorced
1
Bachelor's
null
5.898205
Urban
Premium
1
15
337
9
2023-06-14 15:21:39.155231
Good
Yes
Rarely
Apartment
537
1,180,719
58
Female
37,750
Divorced
2
PhD
Unemployed
23.503967
Rural
Basic
null
11
812
4
2024-07-26 15:21:39.151732
Good
No
Rarely
Condo
619
1,180,720
28
Male
131,621
Single
0
High School
Employed
8.770834
Urban
Basic
1
13
626
8
2021-07-08 15:21:39.134960
Good
Yes
Rarely
Condo
103
1,180,721
55
Female
74,931
Divorced
3
Bachelor's
Self-Employed
11.379915
Rural
Premium
2
19
644
5
2022-09-24 15:21:39.176717
Good
Yes
Monthly
Condo
3,061
1,180,722
30
Male
null
Married
null
High School
null
21.723553
Rural
Basic
0
14
398
9
2022-11-14 15:21:39.086123
Poor
No
Monthly
Condo
153
1,180,723
43
Male
2,423
Single
1
PhD
Employed
31.906458
Urban
Basic
1
15
null
1
2023-05-31 15:21:39.134960
null
No
Daily
Apartment
1,042
1,180,724
53
Female
41,817
Married
2
PhD
Self-Employed
17.247468
Suburban
Basic
0
10
548
6
2020-06-25 15:21:39.111551
Good
No
Rarely
House
552
1,180,725
34
Male
78,893
Divorced
3
Master's
Self-Employed
39.928781
Suburban
Premium
2
7
434
1
2022-07-08 15:21:39.173834
Average
Yes
Weekly
House
38
1,180,726
18
Female
114,873
Married
2
Master's
null
45.573892
Rural
Comprehensive
0
8
470
5
2024-05-25 15:21:39.271453
Good
No
Weekly
Apartment
403
1,180,727
63
Female
16,054
Married
2
Master's
null
35.624624
Suburban
Comprehensive
0
17
556
5
2022-11-02 15:21:39.204790
Average
No
Rarely
Apartment
964
1,180,728
50
Female
2,499
Divorced
4
PhD
null
38.23483
Urban
Premium
1
12
669
9
2019-10-17 15:21:39.134960
Poor
Yes
Monthly
House
321
1,180,729
44
Female
null
Single
3
Bachelor's
Unemployed
17.471354
Suburban
Basic
0
6
752
7
2021-05-20 15:21:39.084065
Average
Yes
Daily
Condo
150
1,180,730
61
Male
2,596
Single
4
PhD
Employed
36.781249
Urban
Premium
2
4
659
2
2022-05-18 15:21:39.105504
Poor
No
Monthly
House
840
1,180,731
34
Female
40,585
Single
4
Master's
Self-Employed
null
Urban
Premium
1
4
718
4
2023-06-13 15:21:39.086123
Average
Yes
Monthly
Condo
1,163
1,180,732
21
Male
67,495
Divorced
0
PhD
Self-Employed
15.782203
Urban
Premium
0
0
341
7
2020-10-13 15:21:39.174719
Poor
Yes
Rarely
House
279
1,180,733
55
Male
64,984
Divorced
4
High School
Self-Employed
18.164885
Rural
Basic
null
0
462
1
2023-10-30 15:21:39.122134
null
Yes
Daily
Condo
1,696
1,180,734
25
Female
55,540
Single
0
High School
null
21.624497
Rural
Premium
3
19
406
5
2023-10-21 15:21:39.134960
Poor
Yes
Rarely
Apartment
361
1,180,735
62
Female
18,619
Single
0
High School
Self-Employed
22.177511
Suburban
Basic
null
0
604
7
2019-11-29 15:21:39.185215
Good
Yes
Daily
Condo
640
1,180,736
51
Female
6,966
Married
3
High School
null
47.684296
Suburban
Premium
0
14
688
8
2023-04-29 15:21:39.155231
Good
Yes
Monthly
House
933
1,180,737
50
Male
16,579
Married
null
Master's
Employed
22.494499
Urban
Comprehensive
0
19
647
1
2021-01-24 15:21:39.281787
Average
No
Weekly
Condo
1,676
1,180,738
59
Female
3,082
Single
4
Master's
null
null
Rural
Basic
1
3
791
7
2022-08-13 15:21:39.126661
Good
No
Rarely
Apartment
518
1,180,739
27
Male
143,441
Married
0
Master's
Unemployed
46.141007
Rural
Premium
null
4
null
6
2023-10-13 15:21:39.130190
Average
No
Monthly
Condo
397
1,180,740
33
Male
87,376
Married
1
PhD
Unemployed
20.31173
Rural
Premium
5
8
833
8
2019-11-19 15:21:39.168099
Good
Yes
Rarely
Apartment
84
1,180,741
20
Female
30,213
Single
4
Bachelor's
Self-Employed
40.682918
Urban
Comprehensive
2
14
437
7
2019-10-02 15:21:39.091080
Average
Yes
Rarely
Apartment
38
1,180,742
61
Male
15,716
Married
null
Master's
null
36.304743
Suburban
Premium
0
3
355
3
2023-07-22 15:21:39.237118
Poor
No
Rarely
Apartment
3,828
1,180,743
55
Male
65,750
Divorced
2
PhD
null
23.236702
Urban
Premium
4
0
589
4
2024-02-25 15:21:39.190215
Average
Yes
Monthly
House
390
1,180,744
23
Male
15,848
Single
0
Bachelor's
Unemployed
33.893544
Suburban
Premium
null
11
567
2
2021-03-10 15:21:39.236064
Average
Yes
Monthly
Condo
1,142
1,180,745
26
Female
20,951
Married
0
Master's
null
21.087731
Urban
Comprehensive
1
17
674
2
2023-01-01 15:21:39.194829
Average
No
Weekly
Condo
481
1,180,746
24
Female
145,576
Married
1
High School
Unemployed
21.750148
Suburban
Comprehensive
null
16
null
9
2020-11-27 15:21:39.111551
Average
No
Rarely
Apartment
100
1,180,747
42
Male
67,523
Married
0
High School
Self-Employed
39.244111
Rural
Comprehensive
null
14
491
3
2023-11-04 15:21:39.194829
Average
No
Daily
Apartment
169
1,180,748
50
Female
5,894
Divorced
2
Bachelor's
Employed
24.97639
Suburban
Premium
null
10
617
5
2023-08-26 15:21:39.281787
Good
Yes
Daily
Condo
1,252
1,180,749
21
Female
88,911
Single
3
Bachelor's
null
41.437461
Rural
Basic
1
19
357
5
2024-08-07 15:21:39.091080
Average
Yes
Monthly
Condo
1,219
1,180,750
60
Female
7,517
Single
1
PhD
Unemployed
20.36582
Rural
Basic
null
6
546
7
2023-03-30 15:21:39.237118
Good
Yes
Daily
Apartment
933
1,180,751
25
Female
16,888
Divorced
4
Bachelor's
null
33.335899
Rural
Basic
null
2
661
8
2020-05-27 15:21:39.288099
Poor
Yes
Rarely
House
1,757
1,180,752
56
Male
53,164
Married
null
Bachelor's
Self-Employed
30.82399
Urban
Comprehensive
null
3
835
8
2023-01-25 15:21:39.226954
Average
Yes
Daily
Condo
141
1,180,753
44
Female
13,982
Married
1
High School
null
34.858898
Urban
Basic
1
10
518
9
2021-09-15 15:21:39.134960
null
Yes
Weekly
Apartment
964
1,180,754
57
Female
32,874
Divorced
4
Bachelor's
null
31.050025
Urban
Premium
1
15
554
1
2020-12-12 15:21:39.186212
Average
No
Rarely
House
1,547
1,180,755
32
Male
39,092
Married
null
High School
Employed
11.826779
Suburban
Premium
null
2
null
5
2021-03-21 15:21:39.155231
Good
No
Weekly
Apartment
112
1,180,756
37
Female
27,442
Divorced
2
Bachelor's
null
16.84485
Rural
Comprehensive
1
14
461
9
2022-07-05 15:21:39.128286
Poor
No
Monthly
Condo
531
1,180,757
52
Male
14,862
Married
0
Bachelor's
Self-Employed
27.826236
Urban
Premium
0
7
787
4
2023-12-14 15:21:39.134960
Good
Yes
Monthly
House
862
1,180,758
20
Female
51,280
Divorced
4
High School
Self-Employed
39.509986
Suburban
Premium
1
17
327
2
2023-03-02 15:21:39.104139
Good
No
Monthly
Apartment
1,343
1,180,759
28
Male
null
Divorced
4
Master's
Unemployed
15.081546
Rural
Premium
2
14
379
9
2022-04-09 15:21:39.145732
Average
Yes
Monthly
House
1,145
1,180,760
20
Male
547
Divorced
4
Bachelor's
Self-Employed
22.028959
Urban
Premium
null
18
369
7
2019-09-09 15:21:39.122134
Poor
Yes
Daily
House
1,192
1,180,761
48
Female
11,982
Divorced
4
PhD
null
20.904404
Urban
Premium
0
2
678
1
2023-04-15 15:21:39.155231
Good
Yes
Daily
Condo
373
1,180,762
40
Female
4,575
Single
4
High School
Self-Employed
null
Suburban
Premium
0
9
713
4
2023-03-18 15:21:39.244069
Good
No
Weekly
Condo
22
1,180,763
36
Female
29,093
Divorced
4
High School
Self-Employed
14.752447
Suburban
Premium
null
5
652
2
2021-11-30 15:21:39.107553
Good
No
Daily
House
674
1,180,764
61
Female
25,783
Divorced
4
Bachelor's
Self-Employed
null
Urban
Basic
1
3
528
1
2020-01-27 15:21:39.134960
Average
Yes
Weekly
Condo
2,451
1,180,765
57
Male
3,324
Married
1
Bachelor's
null
6.751614
Suburban
Comprehensive
2
7
437
4
2023-10-22 15:21:39.121169
Good
No
Rarely
Condo
756
1,180,766
39
Female
70,830
Married
1
Bachelor's
Unemployed
43.523516
Suburban
Premium
0
2
661
8
2019-12-03 15:21:39.247098
Poor
Yes
Monthly
House
386
1,180,767
null
Male
36,225
Divorced
3
High School
Self-Employed
6.377085
Rural
Basic
1
10
null
5
2022-03-11 15:21:39.264504
Poor
Yes
Weekly
Apartment
683
1,180,768
24
Male
26,593
Divorced
3
PhD
Unemployed
38.836188
Urban
Premium
null
1
588
9
2022-12-03 15:21:39.216387
Poor
No
Daily
Apartment
2,367
1,180,769
42
Female
null
Married
1
Master's
null
28.294927
Suburban
Basic
1
4
596
2
2022-12-09 15:21:39.125660
Average
Yes
Rarely
Apartment
150
1,180,770
61
Female
15,892
Married
2
Master's
Unemployed
24.391598
Rural
Basic
0
5
null
3
2022-08-11 15:21:39.089116
Good
Yes
Weekly
House
757
1,180,771
30
Male
7,087
Married
0
High School
Self-Employed
31.868236
Urban
Comprehensive
null
5
706
2
2020-03-15 15:21:39.084065
Average
No
Weekly
Condo
907
1,180,772
40
Male
34,686
Divorced
2
Bachelor's
Employed
49.9913
Rural
Premium
0
11
706
9
2020-03-19 15:21:39.149731
Average
No
Daily
Condo
757
1,180,773
24
Female
39,321
Single
2
PhD
Self-Employed
8.892513
Urban
Basic
3
16
642
9
2024-03-05 15:21:39.222387
Average
Yes
Weekly
House
1,405
1,180,774
55
Male
94,720
Single
2
High School
Employed
29.93426
Urban
Basic
1
2
701
9
2023-07-26 15:21:39.271453
Average
No
Monthly
Apartment
197
1,180,775
30
Male
17,054
Divorced
0
Master's
null
49.252733
Urban
Basic
null
13
730
5
2023-07-18 15:21:39.172097
Average
No
Weekly
House
1,596
1,180,776
56
Male
3,356
Married
4
Master's
Self-Employed
35.858237
Urban
Premium
2
9
619
8
2020-09-11 15:21:39.271453
Average
No
Daily
Apartment
48
1,180,777
24
Female
82,542
Married
4
Bachelor's
Unemployed
19.917958
Rural
Comprehensive
null
15
370
4
2024-03-05 15:21:39.169102
Average
Yes
Monthly
House
1,361
1,180,778
33
Female
33,617
Divorced
1
Bachelor's
Unemployed
43.337964
Rural
Basic
1
5
353
8
2020-09-21 15:21:39.237118
Good
No
Monthly
Apartment
812
1,180,779
59
Male
34,015
Single
1
Master's
Employed
20.637842
Rural
Premium
null
9
545
9
2023-12-18 15:21:39.207847
Good
No
Rarely
Condo
37
1,180,780
21
Female
81,175
Married
4
PhD
null
16.566876
Urban
Comprehensive
2
10
329
9
2023-11-28 15:21:39.117183
Poor
Yes
Monthly
House
959
1,180,781
18
Female
17,663
Single
0
Master's
Self-Employed
46.857422
Rural
Comprehensive
null
18
643
2
2021-04-03 15:21:39.237118
Poor
Yes
Daily
Apartment
752
1,180,782
40
Male
1,707
Married
1
High School
null
22.827552
Rural
Basic
2
4
559
1
2022-05-09 15:21:39.180553
Good
No
Daily
Apartment
2,558
1,180,783
50
Male
3,095
Married
2
PhD
Unemployed
37.46587
Suburban
Premium
0
7
null
6
2019-11-24 15:21:39.079128
Average
No
Daily
House
1,199
1,180,784
26
Male
29,095
Divorced
null
Bachelor's
Self-Employed
12.054235
Suburban
Premium
null
0
819
7
2023-06-08 15:21:39.155231
Good
Yes
Rarely
Apartment
813
1,180,785
60
Male
109,079
Divorced
null
Bachelor's
Employed
36.707764
Urban
Premium
2
11
391
6
2022-02-15 15:21:39.117183
Average
No
Weekly
Condo
103
1,180,786
44
Female
142,372
Divorced
3
High School
Self-Employed
30.738817
Urban
Basic
2
18
534
5
2022-10-27 15:21:39.263607
Average
Yes
Rarely
Apartment
241
1,180,787
37
Male
61,850
Married
0
Master's
Employed
23.092844
Suburban
Comprehensive
0
14
748
1
2023-12-04 15:21:39.155231
Poor
No
Daily
Condo
271
1,180,788
63
Female
487
Married
2
High School
Unemployed
23.584998
Suburban
Basic
0
10
372
1
2021-02-27 15:21:39.172097
Good
Yes
Rarely
House
1,559
1,180,789
36
Female
116,581
Married
3
Master's
Self-Employed
41.085413
Urban
Comprehensive
1
4
394
1
2023-02-25 15:21:39.143476
Good
No
Monthly
Apartment
2,174
1,180,790
20
Female
72,422
Single
0
Bachelor's
null
10.958153
Urban
Comprehensive
0
1
555
1
2024-05-10 15:21:39.197445
Poor
Yes
Rarely
Apartment
248
1,180,791
45
Female
1,344
Divorced
4
Master's
null
35.958125
Urban
Comprehensive
2
9
711
9
2022-01-09 15:21:39.170099
Average
Yes
Monthly
Apartment
615
1,180,792
31
Male
46,634
Single
1
Bachelor's
Employed
null
Rural
Comprehensive
0
10
407
7
2022-01-19 15:21:39.231531
null
No
Weekly
Apartment
1,439
1,180,793
59
Male
14,094
Married
3
High School
null
null
Rural
Comprehensive
0
11
597
1
2022-01-02 15:21:39.151732
Good
No
Monthly
Apartment
2,105
1,180,794
37
Male
5,066
Divorced
4
Master's
null
31.997436
Urban
Premium
null
5
375
4
2022-08-17 15:21:39.082499
null
No
Weekly
Condo
662
1,180,795
40
Female
12,092
Married
0
High School
null
7.599748
Suburban
Comprehensive
0
7
597
1
2021-03-05 15:21:39.237118
Poor
No
Monthly
Condo
1,361
1,180,796
46
Female
7,505
Married
3
Master's
null
30.908009
Rural
Comprehensive
0
11
null
7
2021-09-01 15:21:39.236064
Good
Yes
Daily
House
117
1,180,797
36
Female
31,400
Divorced
0
Bachelor's
Employed
17.324943
Suburban
Basic
1
4
566
8
2020-09-12 15:21:39.172097
Average
Yes
Monthly
Apartment
3,417
1,180,798
36
Female
10,106
Divorced
0
Master's
Self-Employed
20.927096
Urban
Basic
2
15
647
6
2022-12-15 15:21:39.237118
Poor
No
Daily
Condo
722
1,180,799
32
Male
36,610
Single
3
Bachelor's
Employed
18.824007
Rural
Comprehensive
null
16
421
9
2020-07-19 15:21:39.148733
Poor
No
Weekly
Apartment
590