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
16,000
19
Male
24,706
Married
2
PhD
null
43.924063
Rural
Premium
1
7
471
9
2024-05-03 15:21:39.237118
Average
Yes
Rarely
Condo
495
16,001
57
Female
33,492
Single
1
Master's
Unemployed
17.858183
Urban
Basic
0
10
639
5
2023-08-15 15:21:39.134960
Good
No
Weekly
Condo
172
16,002
50
Female
37,343
Single
4
PhD
Employed
49.582101
Rural
Premium
2
12
745
9
2021-08-30 15:21:39.276901
Poor
No
Daily
House
480
16,003
22
Female
24,897
Married
4
High School
Self-Employed
18.879005
Rural
Basic
null
8
null
8
2020-02-21 15:21:39.130190
Average
Yes
Monthly
House
4,023
16,004
55
Female
648
Divorced
3
High School
Unemployed
null
Urban
Basic
null
11
692
7
2024-03-08 15:21:39.237118
Good
No
Daily
Condo
681
16,005
45
Female
12,506
Single
1
PhD
Unemployed
24.83785
Suburban
Premium
1
9
448
7
2020-04-09 15:21:39.205850
null
No
Rarely
House
706
16,006
58
Female
2,824
Married
0
Bachelor's
null
19.597318
Suburban
Basic
0
14
831
4
2021-09-10 15:21:39.122134
Average
Yes
Rarely
Apartment
223
16,007
60
Female
5,942
Married
2
High School
Employed
12.977234
Suburban
Comprehensive
1
1
null
9
2021-05-02 15:21:39.134960
Poor
No
Rarely
Condo
946
16,008
33
Female
1,586
Single
null
Bachelor's
null
8.865292
Urban
Premium
2
17
null
6
2023-03-12 15:21:39.273973
Poor
No
Weekly
House
1,608
16,009
55
Male
47,205
Married
1
Bachelor's
Unemployed
3.9331
Rural
Premium
0
6
441
2
2022-01-14 15:21:39.087123
Average
No
Rarely
House
2,489
16,010
52
Female
2,798
Married
1
Bachelor's
Self-Employed
31.455762
Rural
Premium
null
14
323
1
2021-08-06 15:21:39.126661
Average
No
Rarely
Apartment
3,522
16,011
27
Male
4,420
Married
1
High School
Employed
50.55148
Urban
Premium
1
17
584
7
2024-03-16 15:21:39.134960
Average
Yes
Monthly
House
612
16,012
55
Male
6,941
Married
1
Bachelor's
null
17.974283
Rural
Basic
null
8
307
9
2023-11-01 15:21:39.192212
Good
Yes
Weekly
House
1,089
16,013
52
Female
3,408
Married
3
PhD
Self-Employed
35.009637
Suburban
Comprehensive
2
7
567
2
2023-07-26 15:21:39.170099
Poor
Yes
Daily
Apartment
4,870
16,014
31
Female
16,062
Single
3
PhD
null
29.064695
Rural
Basic
null
6
794
4
2023-06-19 15:21:39.134960
Average
No
Weekly
Apartment
657
16,015
34
Female
1,094
Single
2
Bachelor's
Unemployed
8.053439
Urban
Comprehensive
null
4
790
1
2022-11-02 15:21:39.233485
Average
Yes
Monthly
House
2,946
16,016
49
Male
null
Married
0
Bachelor's
Self-Employed
40.455783
Urban
Premium
3
15
678
5
2022-04-22 15:21:39.185215
Good
Yes
Monthly
House
2,067
16,017
47
Male
27,176
Divorced
2
Master's
null
35.592336
Rural
Premium
2
16
559
2
2021-09-23 15:21:39.211806
Good
Yes
Rarely
House
393
16,018
43
Male
16,077
Single
4
Master's
Employed
null
Suburban
Premium
1
2
null
3
2021-10-21 15:21:39.186212
Good
No
Weekly
Apartment
2,244
16,019
55
Male
5,071
Divorced
4
Master's
Unemployed
39.976377
Urban
Premium
1
14
637
6
2022-04-19 15:21:39.154008
Average
Yes
Weekly
Apartment
2,284
16,020
30
Female
136,545
Divorced
null
PhD
Employed
32.734142
Urban
Basic
0
17
841
2
2019-11-15 15:21:39.166062
Average
Yes
Monthly
Condo
2,626
16,021
18
Female
18,087
Divorced
2
Bachelor's
null
47.530834
Rural
Basic
0
15
614
9
2021-07-08 15:21:39.164044
Good
Yes
Monthly
Condo
654
16,022
28
Female
3,720
Divorced
3
High School
null
38.913373
Rural
Basic
null
14
643
6
2021-07-28 15:21:39.192212
Average
No
Daily
Apartment
2,144
16,023
47
Female
25,161
Divorced
1
PhD
Employed
38.077555
Suburban
Premium
null
1
489
5
2019-08-18 15:21:39.223901
null
No
Weekly
Condo
729
16,024
22
Female
6,880
Married
4
Master's
Employed
32.096253
Rural
Premium
1
5
722
6
2024-06-29 15:21:39.279729
null
Yes
Rarely
Condo
548
16,025
30
Female
53,445
Married
1
High School
Self-Employed
23.836376
Urban
Basic
0
5
420
3
2020-03-30 15:21:39.107553
Good
Yes
Rarely
Apartment
180
16,026
25
Male
17,001
Divorced
4
Bachelor's
Employed
21.4457
Rural
Basic
1
8
463
6
2020-08-14 15:21:39.185215
Average
Yes
Weekly
Condo
48
16,027
51
Female
8,413
Married
1
PhD
null
25.926336
Rural
Comprehensive
2
17
835
2
2020-10-22 15:21:39.134960
Average
Yes
Rarely
Condo
81
16,028
58
Female
92,697
Married
1
PhD
Unemployed
26.867
Urban
Comprehensive
null
6
490
3
2022-06-20 15:21:39.191219
Good
Yes
Monthly
Condo
2,161
16,029
40
Male
10,074
Married
0
High School
Self-Employed
35.991947
Suburban
Premium
null
8
471
1
2019-10-05 15:21:39.279729
Average
Yes
Rarely
Condo
50
16,030
38
Male
7,879
Divorced
1
Master's
null
13.846363
Rural
Basic
1
5
482
1
2023-07-31 15:21:39.155231
Good
Yes
Rarely
Condo
1,200
16,031
30
Male
12,069
Single
2
PhD
null
7.939013
Urban
Premium
1
10
647
5
2020-04-18 15:21:39.134960
Good
No
Weekly
Condo
26
16,032
34
Female
126,573
Married
2
PhD
null
12.849301
Urban
Premium
null
11
442
5
2022-11-12 15:21:39.194829
Average
No
Weekly
Apartment
20
16,033
26
Male
8,072
Married
1
Master's
Self-Employed
null
Urban
Premium
1
16
838
2
2021-04-27 15:21:39.134960
Poor
Yes
Monthly
Condo
552
16,034
39
Female
6,078
Married
1
Bachelor's
null
43.814901
Rural
Premium
null
0
455
6
2021-05-16 15:21:39.133866
Poor
Yes
Rarely
Condo
2,556
16,035
22
Female
23,136
Married
4
High School
Employed
42.246854
Urban
Premium
null
2
783
3
2021-07-03 15:21:39.280784
Good
No
Monthly
Condo
492
16,036
61
Male
2,883
Married
3
Bachelor's
Unemployed
38.175328
Suburban
Basic
3
10
null
6
2023-04-06 15:21:39.218388
Poor
Yes
Weekly
Apartment
681
16,037
45
Female
59,401
Single
0
High School
null
19.154748
Urban
Basic
1
16
391
4
2021-12-05 15:21:39.105504
Good
No
Daily
Apartment
431
16,038
37
Female
24,962
Divorced
2
High School
Self-Employed
23.991151
Rural
Comprehensive
0
10
595
4
2024-08-04 15:21:39.237118
Poor
No
Weekly
Apartment
1,317
16,039
27
Female
50,858
Divorced
0
Master's
Unemployed
15.433535
Rural
Comprehensive
null
3
473
3
2020-04-22 15:21:39.254678
Average
Yes
Weekly
House
30
16,040
29
Male
3,420
Single
3
High School
Employed
36.633501
Suburban
Basic
null
17
791
7
2022-01-06 15:21:39.237118
Good
Yes
Weekly
Condo
2,475
16,041
29
Male
51,861
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
1
7
506
3
2023-10-03 15:21:39.121169
Average
No
Rarely
Apartment
2,343
16,042
23
Female
3,655
Single
null
Master's
Employed
37.7395
Suburban
Basic
0
19
493
9
2021-12-31 15:21:39.150730
Good
No
Monthly
Condo
2,196
16,043
38
Male
35,214
Single
0
PhD
Self-Employed
10.874232
Suburban
Basic
0
5
644
3
2021-05-09 15:21:39.107553
Poor
No
Rarely
Condo
349
16,044
52
Female
18,071
Divorced
3
PhD
Employed
36.994092
Urban
Basic
null
9
644
3
2022-05-23 15:21:39.237118
Poor
No
Rarely
Condo
1,328
16,045
61
Female
76,443
Divorced
2
Bachelor's
Self-Employed
26.69082
Rural
Comprehensive
3
0
796
7
2021-11-17 15:21:39.147735
Good
No
Rarely
House
30
16,046
34
Male
26,120
Married
4
PhD
Unemployed
14.068125
Suburban
Premium
null
17
518
6
2020-06-08 15:21:39.152732
Average
Yes
Daily
Condo
518
16,047
null
Male
28,561
Single
1
Bachelor's
Unemployed
4.682817
Rural
Comprehensive
0
16
538
6
2021-07-05 15:21:39.194829
Average
Yes
Rarely
Condo
542
16,048
40
Male
6,892
Divorced
2
PhD
Self-Employed
21.86876
Urban
Basic
0
9
693
7
2023-11-13 15:21:39.281787
Average
Yes
Daily
House
1,324
16,049
62
Male
5,072
Married
2
Bachelor's
Employed
35.644417
Urban
Premium
2
17
null
6
2023-04-20 15:21:39.134960
Good
Yes
Rarely
Apartment
1,221
16,050
57
Female
11,548
Divorced
4
Bachelor's
Unemployed
13.59398
Rural
Basic
0
6
634
3
2021-08-23 15:21:39.102694
Average
Yes
Rarely
Condo
755
16,051
63
Female
45,470
Single
4
High School
Self-Employed
36.945838
Suburban
Premium
0
4
467
8
2022-04-26 15:21:39.207847
Good
Yes
Daily
Condo
2,552
16,052
40
Female
4,280
Married
null
PhD
null
35.466946
Suburban
Comprehensive
3
11
811
3
2021-09-24 15:21:39.092127
Good
No
Rarely
Condo
1,455
16,053
32
Male
18,472
Married
4
PhD
null
39.792024
Rural
Premium
null
9
519
2
2022-05-05 15:21:39.171102
Good
Yes
Rarely
Condo
1,120
16,054
55
Female
1,707
null
2
High School
Unemployed
22.677529
Suburban
Basic
null
0
null
8
2020-04-08 15:21:39.097737
Good
No
Weekly
House
1,550
16,055
42
Male
2,639
Married
2
Master's
null
6.928282
Urban
Basic
1
9
509
6
2023-05-20 15:21:39.204000
Average
No
Rarely
Condo
1,552
16,056
53
Female
6,054
Divorced
3
Master's
Unemployed
7.791205
Rural
Comprehensive
1
11
578
6
2020-07-06 15:21:39.173834
Poor
No
Rarely
House
1,516
16,057
19
Female
35,725
Married
4
High School
Unemployed
25.754983
Urban
Premium
null
4
696
5
2022-02-22 15:21:39.180553
Poor
No
Rarely
Apartment
847
16,058
19
Female
3,184
Divorced
1
Master's
null
8.952929
Urban
Basic
null
0
411
9
2024-08-14 15:21:39.207847
Poor
No
Rarely
Condo
1,919
16,059
28
Female
47,941
Married
2
PhD
Unemployed
42.038839
Urban
Basic
1
18
377
4
2023-12-19 15:21:39.155231
Poor
No
Weekly
House
730
16,060
49
Female
143,418
Married
0
High School
Self-Employed
49.141469
Suburban
Comprehensive
3
12
346
6
2024-05-29 15:21:39.244069
Average
No
Weekly
Apartment
28
16,061
18
Male
40,252
Single
3
Bachelor's
Self-Employed
null
Rural
Premium
0
4
751
4
2023-02-04 15:21:39.186212
null
Yes
Weekly
House
976
16,062
49
Female
25,602
Single
0
PhD
null
6.972308
Urban
Basic
null
13
null
8
2021-01-21 15:21:39.099739
Poor
No
Weekly
Condo
1,377
16,063
52
Male
25,584
Married
2
PhD
Unemployed
31.679507
Urban
Premium
2
15
562
2
2020-03-10 15:21:39.167099
Poor
No
Daily
House
2,566
16,064
24
Female
28,243
Married
0
PhD
Unemployed
37.425318
Suburban
Comprehensive
2
11
638
1
2021-02-10 15:21:39.155231
Good
Yes
Rarely
Apartment
145
16,065
54
Female
114,345
Single
0
Master's
Employed
51.257829
Urban
Basic
0
8
766
2
2019-12-14 15:21:39.134960
Poor
Yes
Daily
Apartment
923
16,066
60
Female
447
Married
2
PhD
Self-Employed
38.657746
Suburban
Premium
1
15
372
7
2022-05-04 15:21:39.116179
Good
No
Weekly
Apartment
670
16,067
64
Male
3,819
Single
1
Master's
null
19.720091
Suburban
Comprehensive
0
11
532
6
2024-05-06 15:21:39.180553
null
Yes
Rarely
Apartment
29
16,068
41
Female
64,525
Divorced
4
Bachelor's
Employed
31.534987
Rural
Premium
0
10
331
7
2020-08-08 15:21:39.155231
Good
Yes
Rarely
Condo
1,519
16,069
38
Female
9,301
Divorced
3
Bachelor's
null
21.994429
Suburban
Comprehensive
null
3
null
8
2022-04-27 15:21:39.206847
null
No
Daily
Condo
784
16,070
38
Male
2,420
Married
4
Bachelor's
Self-Employed
24.569106
Urban
Basic
1
1
485
6
2020-09-06 15:21:39.247098
Good
No
Monthly
House
1,266
16,071
25
Male
5,907
Divorced
0
Master's
Unemployed
15.842246
Urban
Premium
null
19
793
1
2023-03-18 15:21:39.146733
Good
No
Weekly
Condo
894
16,072
44
Male
132,385
Divorced
1
Master's
Unemployed
8.359547
Rural
Basic
3
10
null
5
2023-05-09 15:21:39.187211
Poor
Yes
Daily
Condo
1,838
16,073
20
Male
null
Single
1
High School
Unemployed
32.791368
Urban
Comprehensive
2
1
479
6
2023-05-28 15:21:39.122134
null
No
Weekly
House
2,436
16,074
21
Male
4,534
Married
0
Master's
Employed
35.430412
Suburban
Premium
2
12
626
2
2022-07-18 15:21:39.146733
Good
No
Daily
Condo
889
16,075
null
Female
20,861
Single
null
Bachelor's
Self-Employed
28.785825
Urban
Comprehensive
3
11
494
2
2022-04-28 15:21:39.134960
Good
No
Monthly
Condo
1,179
16,076
32
Male
3,733
Married
3
High School
null
24.837981
Rural
Basic
0
1
692
1
2020-03-20 15:21:39.283783
Poor
Yes
Weekly
House
394
16,077
31
Female
52,414
Divorced
0
Bachelor's
Employed
31.455762
Urban
Premium
2
10
439
7
2020-03-18 15:21:39.196387
Poor
No
Rarely
Apartment
71
16,078
25
Female
24,264
Divorced
2
Master's
Employed
14.542203
Suburban
Basic
1
11
830
2
2020-10-28 15:21:39.194829
Average
No
Monthly
Condo
1,485
16,079
28
Male
24,488
Single
3
Bachelor's
null
17.9407
Suburban
Basic
2
19
416
4
2020-01-14 15:21:39.150730
Poor
No
Monthly
House
464
16,080
31
Female
33,177
Single
4
High School
Self-Employed
25.261625
Urban
Premium
3
17
506
9
2021-12-30 15:21:39.155231
Poor
Yes
Rarely
Condo
3,166
16,081
34
Male
14,846
Divorced
2
PhD
null
32.818563
Rural
Premium
1
0
827
4
2023-09-23 15:21:39.114118
Good
No
Rarely
Condo
544
16,082
62
Male
2,456
Divorced
0
High School
Unemployed
50.173803
Urban
Comprehensive
0
11
787
6
2021-03-14 15:21:39.290098
Average
Yes
Monthly
Apartment
106
16,083
61
Female
30,984
Married
3
PhD
Self-Employed
null
Suburban
Premium
null
0
798
5
2022-04-09 15:21:39.155231
Good
No
Weekly
House
922
16,084
44
Female
15,921
Single
1
Bachelor's
Employed
7.896898
Rural
Comprehensive
2
13
365
7
2021-11-09 15:21:39.155231
Average
No
Rarely
Condo
958
16,085
23
Female
73,432
Married
null
PhD
null
50.191556
Suburban
Premium
0
1
471
4
2020-11-06 15:21:39.132191
Good
Yes
Rarely
House
1,638
16,086
40
Male
23,894
Single
4
Bachelor's
Unemployed
10.769088
Rural
Basic
1
5
607
3
2024-06-18 15:21:39.082499
Average
Yes
Rarely
Apartment
514
16,087
45
Female
31,252
Married
3
Bachelor's
Self-Employed
13.918558
Suburban
Premium
0
6
710
2
2021-09-28 15:21:39.134960
Poor
No
Rarely
House
664
16,088
64
Male
8,818
Divorced
0
Bachelor's
Employed
37.91423
Rural
Premium
null
15
481
3
2023-01-25 15:21:39.226954
Poor
No
Daily
House
1,299
16,089
35
Female
36,557
Single
1
High School
Employed
18.955384
Rural
Premium
0
18
null
2
2021-07-24 15:21:39.106582
Average
No
Rarely
House
933
16,090
64
Male
76,131
Divorced
2
Master's
null
7.640511
Rural
Basic
0
11
331
9
2021-09-02 15:21:39.268507
Good
No
Monthly
House
822
16,091
39
Female
8,384
Divorced
2
PhD
Self-Employed
14.874652
Suburban
Basic
null
8
457
4
2020-05-29 15:21:39.121169
Good
Yes
Rarely
Apartment
451
16,092
49
Male
5,979
Married
3
High School
null
16.279845
Rural
Comprehensive
null
3
844
1
2023-04-29 15:21:39.155231
Poor
No
Daily
House
2,082
16,093
20
Female
18,042
Single
3
PhD
Employed
8.844384
Urban
Comprehensive
null
18
761
9
2019-09-08 15:21:39.192212
Good
Yes
Daily
Condo
885
16,094
49
Female
11,510
Single
4
Master's
Self-Employed
42.156326
Suburban
Comprehensive
1
12
621
8
2021-09-25 15:21:39.106582
Poor
No
Rarely
House
459
16,095
31
Male
11,731
Married
0
Bachelor's
null
21.573542
Suburban
Premium
null
12
null
8
2022-09-29 15:21:39.237118
Average
No
Rarely
House
464
16,096
53
Male
4,439
Married
3
Bachelor's
Self-Employed
46.848653
Rural
Premium
1
2
807
4
2022-03-05 15:21:39.155231
Poor
Yes
Rarely
Condo
2,938
16,097
60
Female
60,599
Divorced
0
PhD
Employed
null
Urban
Comprehensive
1
10
472
8
2024-04-26 15:21:39.185215
Average
Yes
Rarely
House
602
16,098
59
Female
111,460
Married
0
High School
Employed
16.847494
Suburban
Premium
0
18
null
9
2023-10-20 15:21:39.199447
Poor
Yes
Monthly
Condo
111
16,099
49
Male
90,707
Single
0
Bachelor's
Self-Employed
20.704954
Rural
Comprehensive
0
8
405
8
2023-09-20 15:21:39.115178
Average
Yes
Weekly
Condo
173