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
1,192,700
27
Male
30,634
Married
4
PhD
null
18.936518
Rural
Premium
3
14
534
7
2023-11-30 15:21:39.224915
Average
No
Rarely
House
695
1,192,701
26
Male
4,699
Married
null
Bachelor's
Unemployed
42.457614
Rural
Basic
1
19
810
7
2022-04-20 15:21:39.276388
Average
Yes
Rarely
Condo
431
1,192,702
40
Male
15,696
Single
0
Bachelor's
Employed
29.904142
Rural
Comprehensive
null
2
599
9
2020-10-01 15:21:39.190215
Average
No
Daily
Condo
28
1,192,703
64
Female
1,178
Divorced
1
PhD
null
8.812874
Rural
Premium
2
12
473
2
2023-03-14 15:21:39.237118
null
No
Rarely
Apartment
632
1,192,704
32
Male
1,119
Single
1
High School
Employed
27.89558
Rural
Basic
0
11
614
4
2019-09-16 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,270
1,192,705
18
Male
4,925
Single
3
High School
null
45.728312
Suburban
Basic
0
0
765
2
2024-02-21 15:21:39.172097
Good
Yes
Rarely
Condo
355
1,192,706
63
Female
2,051
Married
null
High School
null
8.081752
Urban
Basic
null
17
350
8
2021-09-17 15:21:39.102694
Average
No
Daily
House
653
1,192,707
26
Female
54,480
Married
3
High School
null
16.569115
Suburban
Premium
null
10
442
3
2023-05-15 15:21:39.188220
Good
No
Monthly
House
278
1,192,708
55
Male
7,672
Single
0
PhD
Unemployed
9.053288
Urban
Comprehensive
1
4
780
2
2021-03-09 15:21:39.282785
Average
No
Monthly
House
2,918
1,192,709
19
Male
15,249
Divorced
1
Master's
Employed
35.681666
Suburban
Premium
0
13
null
3
2021-10-09 15:21:39.155231
Average
No
Weekly
Apartment
3,162
1,192,710
57
Male
57,722
Single
1
PhD
Self-Employed
38.427974
Suburban
Basic
1
2
575
3
2024-07-27 15:21:39.208842
Poor
No
Daily
House
329
1,192,711
24
Female
35
Divorced
4
Bachelor's
Unemployed
15.75554
Urban
Basic
null
11
539
7
2022-01-27 15:21:39.283783
Good
No
Rarely
Condo
1,044
1,192,712
63
Female
43,826
Divorced
null
Master's
Unemployed
37.853143
Urban
Premium
0
11
819
1
2023-03-17 15:21:39.237118
Average
No
Monthly
Condo
2,957
1,192,713
21
Male
17,091
Single
2
Master's
Unemployed
26.06689
Suburban
Basic
0
17
654
6
2023-07-11 15:21:39.134960
Average
Yes
Monthly
Apartment
1,398
1,192,714
35
Female
1,227
Divorced
4
PhD
Employed
28.78869
Urban
Basic
1
3
401
5
2023-04-25 15:21:39.245086
Good
No
Weekly
Apartment
35
1,192,715
33
Male
5,983
Divorced
1
Master's
Employed
30.404792
Rural
Comprehensive
null
13
396
9
2023-04-08 15:21:39.264504
Good
No
Daily
Apartment
596
1,192,716
41
Male
129,929
Divorced
null
PhD
Employed
32.822248
Urban
Comprehensive
1
15
764
6
2020-07-15 15:21:39.245086
Good
Yes
Rarely
Apartment
4,970
1,192,717
48
Female
30,224
Divorced
2
PhD
null
22.816786
Urban
Premium
null
7
720
3
2021-01-11 15:21:39.145732
Good
Yes
Rarely
Condo
557
1,192,718
40
Male
51,852
Married
2
PhD
null
47.036544
Urban
Premium
null
18
840
7
2024-07-19 15:21:39.256696
Poor
No
Rarely
Condo
299
1,192,719
25
Male
26,113
Single
0
PhD
null
3.769356
Urban
Basic
null
10
397
8
2022-07-15 15:21:39.121169
Average
No
Monthly
House
1,135
1,192,720
61
Female
23,470
Married
null
Bachelor's
Self-Employed
23.641594
Rural
Premium
1
9
687
3
2020-07-07 15:21:39.134960
Good
Yes
Daily
House
132
1,192,721
64
Female
108,004
Single
3
PhD
Self-Employed
37.754571
Suburban
Premium
null
17
746
3
2024-03-30 15:21:39.246098
Average
Yes
Daily
House
207
1,192,722
27
Female
1,169
Single
4
PhD
Self-Employed
29.769348
Suburban
Premium
2
5
823
3
2021-10-29 15:21:39.146733
Average
No
Weekly
Apartment
761
1,192,723
61
Male
75,814
Divorced
3
High School
Employed
20.635469
Rural
Comprehensive
null
6
797
1
2020-09-15 15:21:39.204790
Average
No
Rarely
Condo
115
1,192,724
64
Male
2,963
Single
0
PhD
Self-Employed
19.679026
Suburban
Comprehensive
null
0
null
1
2022-02-14 15:21:39.093681
null
Yes
Weekly
Condo
37
1,192,725
34
Male
5,368
Married
3
High School
null
28.067465
Urban
Comprehensive
1
16
772
9
2020-08-20 15:21:39.134960
Good
No
Monthly
House
430
1,192,726
21
Female
106,467
Single
3
Master's
Self-Employed
34.593551
Suburban
Basic
2
14
408
5
2024-01-25 15:21:39.261856
Average
No
Rarely
House
769
1,192,727
59
Female
26,360
Single
2
PhD
Unemployed
29.986851
Urban
Premium
0
11
722
2
2021-12-23 15:21:39.126661
Average
Yes
Weekly
House
709
1,192,728
44
Female
2,482
Married
3
PhD
Unemployed
20.231114
Rural
Premium
0
3
null
9
2022-01-11 15:21:39.116179
Good
No
Monthly
Apartment
431
1,192,729
33
Female
16,892
Married
1
Master's
Self-Employed
null
Suburban
Basic
null
17
695
8
2021-07-03 15:21:39.164044
Poor
Yes
Weekly
Condo
888
1,192,730
30
Male
44,969
Single
4
Master's
Employed
16.84474
Urban
Basic
null
16
null
2
2021-05-21 15:21:39.225916
Good
Yes
Monthly
Apartment
617
1,192,731
57
Female
35,116
Married
1
Bachelor's
Unemployed
null
Suburban
Premium
0
14
788
6
2022-10-31 15:21:39.281787
Good
No
Daily
Condo
537
1,192,732
50
Female
86,550
Single
4
PhD
Employed
17.052066
Urban
Comprehensive
0
17
699
9
2019-09-25 15:21:39.237118
Poor
No
Rarely
Condo
2,989
1,192,733
64
Female
14,833
Single
2
Bachelor's
Unemployed
36.169867
Suburban
Comprehensive
null
16
780
8
2022-02-28 15:21:39.282785
Poor
No
Daily
Apartment
148
1,192,734
18
Female
39,093
Divorced
1
Bachelor's
null
30.976708
Suburban
Basic
2
12
671
9
2022-09-13 15:21:39.223390
Poor
No
Rarely
House
1,006
1,192,735
62
Male
66,981
Married
4
Bachelor's
null
27.845006
Rural
Comprehensive
1
5
782
3
2020-07-19 15:21:39.143708
Good
Yes
Rarely
Condo
322
1,192,736
50
Male
2,728
Married
2
PhD
Employed
51.97414
Suburban
Premium
0
14
371
1
2023-04-18 15:21:39.134960
Average
Yes
Rarely
Apartment
634
1,192,737
25
Female
15,103
Married
2
High School
Self-Employed
19.152674
Rural
Premium
0
19
382
6
2021-10-31 15:21:39.175719
Average
No
Monthly
Apartment
36
1,192,738
19
Female
43,858
Married
3
High School
Self-Employed
14.490601
Suburban
Basic
null
13
548
6
2023-12-01 15:21:39.237118
Poor
No
Monthly
House
1,067
1,192,739
34
Female
8,096
Single
0
Bachelor's
Employed
27.027827
Suburban
Premium
0
12
433
5
2024-02-15 15:21:39.268507
Average
Yes
Daily
Condo
705
1,192,740
35
Female
25,144
Divorced
1
Master's
Employed
6.412749
Suburban
Basic
null
12
554
7
2020-05-21 15:21:39.166062
Good
No
Rarely
Condo
598
1,192,741
57
Male
20,179
Married
1
High School
Employed
13.378969
Suburban
Basic
null
7
644
2
2023-10-04 15:21:39.192212
Good
No
Rarely
House
169
1,192,742
43
Female
16,281
Single
3
Bachelor's
Employed
39.133499
Urban
Comprehensive
2
17
476
5
2024-06-02 15:21:39.134960
Poor
Yes
Weekly
Condo
756
1,192,743
45
Male
27,133
Single
2
Master's
Self-Employed
29.936153
Urban
Basic
0
19
591
1
2023-05-18 15:21:39.253660
Poor
Yes
Weekly
Condo
282
1,192,744
64
Male
23,952
Divorced
2
Bachelor's
null
35.627634
Rural
Premium
null
16
704
9
2021-07-25 15:21:39.182597
Good
No
Daily
Condo
441
1,192,745
21
Male
36,252
Divorced
4
Bachelor's
Self-Employed
48.641309
Suburban
Premium
0
4
486
8
2021-05-08 15:21:39.279729
Poor
Yes
Monthly
Apartment
1,505
1,192,746
44
Female
5,828
Divorced
3
Bachelor's
Self-Employed
38.008842
Urban
Basic
2
5
499
4
2023-11-08 15:21:39.131192
null
No
Weekly
Apartment
522
1,192,747
60
Male
25,130
Divorced
3
Master's
Unemployed
null
Suburban
Premium
2
8
628
6
2021-10-12 15:21:39.261856
Good
Yes
Weekly
Apartment
2,225
1,192,748
56
Male
113,998
Divorced
2
Bachelor's
Unemployed
24.037008
Urban
Premium
1
5
null
4
2021-07-19 15:21:39.186212
Good
No
Monthly
Apartment
113
1,192,749
41
Female
25,776
Single
3
PhD
null
30.162535
Suburban
Basic
null
5
716
7
2022-10-30 15:21:39.202448
Good
Yes
Weekly
House
872
1,192,750
28
Female
6,471
Divorced
null
Master's
Self-Employed
28.477416
Urban
Basic
0
15
336
7
2023-07-19 15:21:39.237118
Average
No
Weekly
Condo
2,407
1,192,751
36
Male
96,798
Divorced
3
PhD
null
15.876648
Rural
Basic
null
5
449
7
2023-12-31 15:21:39.092127
Average
Yes
Monthly
Apartment
2,824
1,192,752
20
Female
15,803
Single
1
High School
Self-Employed
22.876644
Suburban
Comprehensive
1
13
382
8
2022-08-03 15:21:39.254678
Average
Yes
Daily
Condo
743
1,192,753
19
Male
30,382
Single
1
PhD
null
18.99122
Urban
Basic
null
14
591
7
2024-01-29 15:21:39.149731
Good
No
Rarely
House
632
1,192,754
47
Male
14,087
Single
3
Bachelor's
Employed
23.865241
Rural
Comprehensive
0
14
null
7
2024-07-06 15:21:39.184157
Poor
No
Monthly
Condo
494
1,192,755
55
Male
6,092
Single
2
Master's
Employed
9.678626
Rural
Comprehensive
1
7
733
4
2021-01-18 15:21:39.082499
Good
Yes
Daily
Condo
736
1,192,756
60
Female
44,659
Single
null
PhD
null
42.482746
Suburban
Premium
null
7
758
3
2023-04-15 15:21:39.175719
Average
Yes
Monthly
House
785
1,192,757
28
Male
55,934
Single
3
Bachelor's
Employed
21.85716
Rural
Comprehensive
null
17
758
7
2023-10-17 15:21:39.194829
Average
Yes
Monthly
House
54
1,192,758
51
Male
10,100
Married
3
High School
Unemployed
15.980097
Suburban
Premium
1
9
null
5
2021-12-24 15:21:39.237118
null
Yes
Rarely
House
2,418
1,192,759
42
Female
4,680
Single
3
High School
Self-Employed
24.297742
Suburban
Comprehensive
1
19
417
1
2019-10-11 15:21:39.192212
Good
Yes
Daily
Condo
530
1,192,760
51
Female
56,897
Married
2
Master's
Self-Employed
null
Suburban
Comprehensive
3
15
727
7
2020-01-11 15:21:39.244069
Good
No
Daily
Apartment
1,799
1,192,761
28
Male
15,259
Single
0
Master's
null
21.884549
Suburban
Premium
1
0
713
9
2020-06-28 15:21:39.134960
Average
No
Daily
House
1,060
1,192,762
47
Male
3,453
Married
1
High School
Unemployed
21.058997
Urban
Basic
null
6
345
9
2021-05-01 15:21:39.145732
Average
No
Weekly
Apartment
3,825
1,192,763
52
Male
28,027
Married
0
Bachelor's
Employed
30.385214
Suburban
Comprehensive
1
6
613
1
2023-06-12 15:21:39.155231
Poor
No
Weekly
Condo
687
1,192,764
54
Female
89,109
Single
4
High School
Employed
4.592182
Rural
Comprehensive
3
7
301
7
2022-03-03 15:21:39.124659
Average
No
Daily
Condo
2,151
1,192,765
32
Male
36,229
Married
3
Bachelor's
Self-Employed
30.664757
Suburban
Basic
null
5
747
9
2020-03-15 15:21:39.288099
Good
Yes
Monthly
Condo
872
1,192,766
49
Female
3,846
Married
0
PhD
null
23.141956
Suburban
Basic
0
7
586
4
2023-03-18 15:21:39.274993
Good
No
Weekly
Apartment
2,677
1,192,767
36
Male
41,117
Married
4
Bachelor's
null
15.859755
Urban
Premium
0
2
543
2
2023-11-26 15:21:39.105504
Average
No
Weekly
Condo
1,505
1,192,768
23
Male
39,576
Single
3
PhD
null
20.879731
Suburban
Premium
2
10
838
4
2021-02-20 15:21:39.207847
Average
No
Monthly
House
1,524
1,192,769
19
Female
62,469
Divorced
0
Master's
Self-Employed
30.185899
Rural
Premium
2
6
668
8
2022-01-11 15:21:39.260856
Good
No
Daily
House
2,294
1,192,770
38
Male
106,861
Single
null
High School
Employed
32.779111
Urban
Comprehensive
null
18
328
4
2020-06-18 15:21:39.278402
Poor
No
Daily
Apartment
963
1,192,771
37
Male
63,760
Single
null
High School
Employed
46.454506
Suburban
Premium
null
16
427
1
2022-05-31 15:21:39.267454
Average
No
Monthly
Apartment
1,512
1,192,772
22
Female
6,239
Divorced
4
Bachelor's
null
17.444791
Rural
Basic
1
16
483
5
2019-09-02 15:21:39.237118
Good
No
Monthly
Apartment
398
1,192,773
37
Female
4,224
Married
1
Master's
Self-Employed
23.868198
Urban
Comprehensive
0
0
477
1
2023-07-07 15:21:39.269494
Average
No
Monthly
Apartment
1,844
1,192,774
19
Male
74,089
Married
2
Master's
Employed
26.786072
Rural
Basic
1
14
336
9
2021-08-30 15:21:39.106582
Average
No
Daily
Apartment
1,124
1,192,775
58
Female
46,319
Single
2
High School
Employed
17.946161
Suburban
Comprehensive
null
17
809
7
2022-12-19 15:21:39.274993
Average
Yes
Daily
Condo
1,448
1,192,776
23
Female
9,333
Divorced
3
Master's
Employed
11.177782
Rural
Premium
null
8
472
9
2022-03-22 15:21:39.218388
Average
No
Monthly
House
993
1,192,777
38
Male
52,497
Divorced
3
Master's
Unemployed
29.963277
Rural
Comprehensive
null
12
336
4
2020-11-01 15:21:39.255696
Poor
No
Rarely
House
367
1,192,778
43
Female
18,144
Divorced
4
Bachelor's
Employed
18.85465
Suburban
Basic
1
16
587
7
2021-10-29 15:21:39.272456
Average
Yes
Rarely
House
1,133
1,192,779
18
Female
17,991
Married
2
PhD
null
32.234555
Urban
Premium
null
4
null
6
2024-05-18 15:21:39.271453
Poor
Yes
Weekly
Apartment
799
1,192,780
42
Male
10,724
Single
2
High School
Employed
17.64343
Urban
Premium
2
17
752
7
2023-04-01 15:21:39.134960
Average
No
Rarely
Apartment
1,447
1,192,781
41
Male
30,928
Married
4
PhD
Self-Employed
23.366627
Rural
Premium
1
16
646
8
2023-07-31 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,584
1,192,782
61
Male
3,243
Divorced
null
High School
Employed
45.624297
Suburban
Comprehensive
2
7
650
3
2023-05-29 15:21:39.254678
Good
Yes
Monthly
House
2,780
1,192,783
32
Female
1,708
Divorced
2
Bachelor's
null
10.140074
Suburban
Premium
null
14
null
6
2020-01-14 15:21:39.244069
null
Yes
Rarely
Condo
931
1,192,784
20
Male
43,905
Divorced
1
High School
null
30.818589
Rural
Comprehensive
0
7
617
5
2022-08-22 15:21:39.190215
Average
Yes
Weekly
Condo
805
1,192,785
26
Male
115,907
Married
1
Bachelor's
Self-Employed
3.172593
Urban
Basic
0
12
313
6
2020-11-20 15:21:39.115178
Good
Yes
Rarely
Apartment
960
1,192,786
62
Female
72,379
Married
3
PhD
Employed
13.938327
Rural
Comprehensive
2
17
543
5
2020-05-28 15:21:39.094752
Average
No
Monthly
House
350
1,192,787
56
Male
20,861
Single
2
Bachelor's
Employed
3.979685
Rural
Premium
0
9
509
5
2022-07-01 15:21:39.251142
Good
No
Monthly
Condo
722
1,192,788
null
Male
3,286
Married
4
Bachelor's
Employed
6.967772
Urban
Comprehensive
2
15
null
2
2020-03-13 15:21:39.283783
Good
Yes
Rarely
Condo
4,251
1,192,789
25
Male
40,608
Divorced
2
PhD
Self-Employed
24.153537
Urban
Basic
null
13
463
6
2023-09-11 15:21:39.151732
Poor
Yes
Weekly
Apartment
1,536
1,192,790
34
Male
38,274
Divorced
0
PhD
Employed
14.879677
Suburban
Comprehensive
null
5
823
2
2022-02-07 15:21:39.155231
Good
Yes
Rarely
House
695
1,192,791
35
Female
2,167
Married
3
High School
Unemployed
22.492708
Rural
Basic
1
13
490
9
2023-03-08 15:21:39.222387
Poor
No
Daily
Condo
214
1,192,792
37
Male
1,411
Divorced
4
High School
Unemployed
13.394058
Urban
Premium
2
5
438
4
2020-09-14 15:21:39.168099
Average
No
Rarely
Apartment
981
1,192,793
48
Male
45,922
Single
1
PhD
null
42.160466
Suburban
Basic
3
16
685
9
2021-11-18 15:21:39.081504
Good
Yes
Monthly
House
829
1,192,794
64
Female
78,926
Single
3
Bachelor's
Employed
12.907358
Rural
Comprehensive
2
9
319
2
2021-05-18 15:21:39.200452
Average
No
Rarely
Apartment
967
1,192,795
29
Male
3,423
Married
4
Master's
Self-Employed
16.552554
Urban
Comprehensive
1
14
469
3
2021-02-22 15:21:39.200452
Average
Yes
Rarely
House
562
1,192,796
48
Male
25,511
Divorced
null
Master's
Self-Employed
39.170159
Rural
Comprehensive
null
17
529
7
2021-09-12 15:21:39.166062
Poor
Yes
Rarely
Apartment
321
1,192,797
28
Male
2,473
Divorced
2
PhD
Self-Employed
31.907749
Urban
Comprehensive
2
19
692
4
2020-04-15 15:21:39.250151
null
Yes
Monthly
Condo
485
1,192,798
37
Female
33,987
Married
2
Master's
Self-Employed
18.955307
Rural
Basic
0
1
724
6
2021-05-01 15:21:39.237118
Good
Yes
Daily
House
528
1,192,799
60
Female
27,075
Married
3
Master's
Self-Employed
35.61297
Suburban
Premium
null
1
453
4
2020-10-31 15:21:39.198406
Good
Yes
Daily
Condo
332