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
13,000
53
Female
null
Divorced
3
Master's
null
40.82335
Rural
Basic
0
14
365
1
2020-06-14 15:21:39.283783
Average
No
Monthly
Apartment
1,678
13,001
36
Male
15,189
Divorced
null
PhD
Unemployed
49.385524
Urban
Basic
null
17
468
2
2024-06-22 15:21:39.134960
null
No
Daily
Condo
1,037
13,002
48
Male
16,605
Divorced
2
Bachelor's
Self-Employed
11.242541
Suburban
Comprehensive
null
17
461
8
2022-10-08 15:21:39.219432
Average
No
Weekly
House
2,327
13,003
61
Male
66,892
Divorced
3
High School
Employed
24.156836
Rural
Basic
0
15
319
8
2024-06-07 15:21:39.192212
Average
No
Rarely
House
2,009
13,004
23
Female
29,368
Divorced
2
Bachelor's
null
23.038508
Urban
Comprehensive
0
0
781
4
2020-07-22 15:21:39.155231
Poor
Yes
Rarely
Condo
1,088
13,005
34
Female
16,210
Divorced
3
Bachelor's
Unemployed
41.064317
Urban
Premium
1
1
520
3
2020-11-27 15:21:39.079128
Average
Yes
Weekly
Apartment
712
13,006
33
Male
40,371
Single
1
Bachelor's
null
24.955133
Rural
Premium
1
3
702
2
2022-08-20 15:21:39.134960
Poor
No
Monthly
Apartment
661
13,007
30
Female
6,991
Married
4
Bachelor's
null
25.566192
Suburban
Premium
null
10
749
2
2022-06-19 15:21:39.092127
Poor
Yes
Monthly
House
471
13,008
19
Male
59,791
Divorced
2
High School
null
12.792491
Urban
Comprehensive
0
9
314
5
2020-09-14 15:21:39.169102
Good
No
Weekly
House
349
13,009
55
Male
459
Married
1
Master's
Self-Employed
11.636762
Suburban
Comprehensive
null
14
468
8
2020-10-26 15:21:39.164044
Average
No
Rarely
Condo
553
13,010
45
Female
90,908
Married
2
Bachelor's
Self-Employed
13.636853
Rural
Comprehensive
3
12
null
9
2024-01-22 15:21:39.209847
null
No
Daily
Apartment
1,542
13,011
32
Female
1,019
Divorced
0
High School
Self-Employed
null
Rural
Premium
null
17
591
5
2020-09-05 15:21:39.237118
Poor
Yes
Monthly
Apartment
742
13,012
30
Male
4,020
null
2
Bachelor's
null
28.784837
Suburban
Premium
3
18
734
6
2021-06-12 15:21:39.237118
Poor
No
Monthly
House
3,075
13,013
48
Male
35,239
Single
3
High School
Unemployed
33.881225
Suburban
Comprehensive
2
6
801
1
2021-08-29 15:21:39.168099
Poor
No
Daily
House
381
13,014
53
Female
63,480
Single
2
High School
null
38.410927
Suburban
Basic
3
12
783
6
2022-02-05 15:21:39.155231
Good
Yes
Rarely
Apartment
2,133
13,015
42
Male
60,923
Divorced
0
PhD
Self-Employed
null
Suburban
Comprehensive
1
2
null
8
2020-05-15 15:21:39.102694
Average
Yes
Daily
House
2,271
13,016
30
Male
20,654
Divorced
2
Master's
Employed
null
Urban
Premium
null
14
441
5
2022-05-20 15:21:39.155231
Good
No
Rarely
Apartment
1,103
13,017
23
Female
147,844
Single
3
High School
Employed
11.69002
Urban
Comprehensive
null
4
388
2
2022-01-23 15:21:39.149731
Good
No
Rarely
Condo
272
13,018
33
Male
9,092
Single
0
PhD
null
18.908652
Suburban
Premium
1
12
744
3
2023-08-31 15:21:39.237118
Good
No
Rarely
House
1,085
13,019
33
Male
18,446
Divorced
2
PhD
Unemployed
32.958279
Urban
Comprehensive
null
3
558
4
2019-12-17 15:21:39.109552
Poor
No
Daily
House
1,517
13,020
55
Male
18,472
Single
3
High School
Employed
20.232381
Rural
Premium
1
2
521
7
2021-12-05 15:21:39.155231
Average
No
Daily
Apartment
1,479
13,021
62
Female
17,073
Divorced
4
Bachelor's
null
23.038156
Suburban
Premium
2
2
758
7
2023-06-30 15:21:39.122134
null
Yes
Rarely
Condo
673
13,022
30
Female
6,833
Single
2
Bachelor's
Employed
16.6701
Urban
Premium
null
2
585
8
2023-06-22 15:21:39.134960
Good
No
Daily
Condo
471
13,023
28
Male
12,299
Divorced
1
High School
null
47.984669
Rural
Comprehensive
0
14
459
7
2022-08-24 15:21:39.235012
Poor
No
Rarely
Condo
108
13,024
53
Female
1,804
Divorced
null
Bachelor's
Employed
null
Urban
Premium
null
18
641
8
2022-06-12 15:21:39.132191
Average
Yes
Weekly
Condo
1,368
13,025
64
Male
43,463
Divorced
2
Master's
null
34.099398
Rural
Basic
null
17
536
6
2023-04-26 15:21:39.180553
Poor
Yes
Daily
Apartment
2,042
13,026
29
Female
6,522
Divorced
0
Master's
null
44.155893
Urban
Basic
null
12
718
9
2021-07-27 15:21:39.174719
Poor
Yes
Monthly
House
556
13,027
26
Male
27,385
Single
4
Master's
Employed
25.339766
Urban
Comprehensive
3
12
598
8
2020-01-14 15:21:39.134960
Average
Yes
Daily
House
454
13,028
60
Female
1,010
Married
2
Master's
null
37.38104
Urban
Basic
1
4
821
4
2022-12-03 15:21:39.171102
Average
No
Monthly
Condo
2,194
13,029
31
Female
44,938
Divorced
3
PhD
Self-Employed
27.967603
Urban
Comprehensive
1
14
798
4
2024-04-25 15:21:39.134960
Poor
No
Rarely
House
890
13,030
57
Female
7,771
Divorced
1
PhD
Employed
4.795791
Suburban
Premium
3
7
740
3
2021-07-24 15:21:39.283783
null
Yes
Monthly
House
1,584
13,031
29
Male
7,072
Divorced
null
Bachelor's
null
11.0529
Urban
Basic
1
3
509
6
2020-09-10 15:21:39.261856
Poor
No
Daily
Condo
612
13,032
51
Male
74,471
Divorced
2
PhD
Employed
37.122599
Urban
Premium
2
18
528
5
2020-01-10 15:21:39.087123
Good
No
Rarely
House
2,941
13,033
24
Male
23,590
null
1
High School
Self-Employed
48.10751
Rural
Basic
null
10
596
8
2019-12-31 15:21:39.155231
Good
Yes
Monthly
Condo
651
13,034
51
Female
4,066
Married
1
High School
Self-Employed
null
Urban
Comprehensive
1
1
466
6
2024-01-14 15:21:39.233485
Average
No
Daily
House
462
13,035
58
Male
63,533
Married
3
Bachelor's
Employed
31.687567
Urban
Comprehensive
1
12
398
8
2020-07-23 15:21:39.287115
Good
No
Daily
House
454
13,036
19
Male
37,692
Single
1
High School
Unemployed
22.985939
Urban
Premium
1
5
748
2
2024-06-17 15:21:39.208842
Good
Yes
Rarely
House
1,490
13,037
39
Male
106,512
Married
2
Master's
Self-Employed
44.494665
Rural
Basic
null
8
829
5
2022-02-26 15:21:39.130190
Average
No
Monthly
Apartment
362
13,038
42
Male
62,701
Single
4
High School
null
19.92336
Rural
Basic
1
8
488
7
2021-08-04 15:21:39.253660
Average
No
Monthly
Apartment
289
13,039
27
Male
25,011
Single
2
PhD
Self-Employed
33.147525
Urban
Premium
0
17
543
8
2021-10-20 15:21:39.194829
Average
Yes
Weekly
Condo
1,314
13,040
39
Male
103,051
Single
2
High School
Self-Employed
10.555125
Suburban
Basic
0
11
null
2
2019-11-28 15:21:39.271453
Poor
Yes
Daily
House
24
13,041
62
Female
16,078
Single
2
Master's
Unemployed
12.27052
Urban
Basic
null
11
478
8
2020-06-16 15:21:39.134960
Good
Yes
Rarely
House
688
13,042
20
Female
4,514
Single
2
High School
Employed
15.073996
Rural
Comprehensive
2
2
627
8
2020-08-13 15:21:39.214388
Good
Yes
Daily
Condo
917
13,043
30
Male
519
Single
1
Bachelor's
null
16.834809
Urban
Premium
2
15
568
8
2022-03-25 15:21:39.134960
Poor
No
Monthly
Condo
913
13,044
62
Female
114,520
Single
3
High School
Self-Employed
null
Rural
Basic
3
14
632
8
2020-06-26 15:21:39.168099
Good
Yes
Rarely
Condo
1,225
13,045
26
Male
9,496
Married
null
PhD
Self-Employed
26.916951
Rural
Basic
3
3
null
5
2021-01-28 15:21:39.266452
Good
No
Rarely
House
157
13,046
56
Female
44,780
Married
3
High School
null
43.917581
Rural
Comprehensive
2
19
550
4
2021-01-11 15:21:39.261856
Good
No
Weekly
Condo
684
13,047
62
Female
25,558
Divorced
0
High School
null
44.929458
Suburban
Comprehensive
1
13
547
4
2024-03-02 15:21:39.170099
Good
Yes
Rarely
Apartment
1,556
13,048
18
Female
31,965
Single
1
Master's
Self-Employed
48.76413
Urban
Comprehensive
null
1
774
8
2023-11-06 15:21:39.134960
Average
No
Monthly
House
1,407
13,049
34
Male
758
Divorced
2
High School
null
20.738146
Urban
Premium
0
9
381
1
2021-09-11 15:21:39.182597
Good
No
Rarely
Apartment
881
13,050
26
Male
18,114
Divorced
3
Master's
Unemployed
4.751818
Rural
Comprehensive
null
2
780
7
2021-08-01 15:21:39.086123
Poor
Yes
Rarely
House
984
13,051
63
Female
21,872
Married
4
High School
Unemployed
31.955806
Suburban
Premium
null
6
723
3
2023-01-19 15:21:39.101733
Average
Yes
Monthly
House
1,405
13,052
56
Male
11,881
Single
null
High School
null
26.87435
Rural
Basic
1
14
638
8
2021-01-09 15:21:39.149731
Good
Yes
Rarely
Condo
738
13,053
34
Male
1,296
Single
4
PhD
Employed
40.922896
Suburban
Basic
0
6
312
8
2022-08-18 15:21:39.122134
Average
No
Daily
Apartment
622
13,054
40
Female
45,967
Married
2
PhD
Employed
39.988598
Rural
Premium
0
19
null
2
2020-05-17 15:21:39.283783
Poor
No
Weekly
House
496
13,055
60
Female
103,817
Married
3
High School
null
24.47185
Suburban
Basic
null
9
710
4
2020-02-01 15:21:39.155231
Average
Yes
Rarely
Apartment
176
13,056
49
Female
88,720
Married
0
Master's
null
50.977434
Rural
Comprehensive
0
3
674
6
2020-06-30 15:21:39.179186
Good
Yes
Rarely
Condo
403
13,057
37
Male
45,154
Married
1
High School
Employed
34.868798
Suburban
Premium
0
12
793
6
2021-02-09 15:21:39.267454
Poor
Yes
Daily
House
1,445
13,058
57
Male
5,671
Single
3
Master's
Unemployed
20.156086
Suburban
Premium
0
19
321
8
2024-08-01 15:21:39.115178
Good
No
Daily
House
1,256
13,059
36
Female
24,939
Single
3
Bachelor's
Self-Employed
14.837486
Suburban
Premium
null
10
755
3
2023-06-07 15:21:39.224915
Poor
No
Rarely
House
607
13,060
61
Male
7,864
Single
2
Master's
Employed
44.247823
Urban
Basic
2
14
837
4
2020-10-27 15:21:39.231531
Poor
No
Weekly
Apartment
1,673
13,061
52
Female
13,982
Divorced
0
Master's
Unemployed
42.099195
Urban
Basic
null
12
748
8
2021-09-11 15:21:39.248098
Average
No
Daily
Apartment
1,344
13,062
34
Female
59,941
Married
3
High School
Self-Employed
29.99352
Urban
Premium
2
16
640
3
2020-06-24 15:21:39.155231
Poor
No
Monthly
Condo
2,633
13,063
36
Male
60,932
Divorced
2
PhD
Unemployed
25.828346
Urban
Premium
0
17
497
4
2024-06-11 15:21:39.129190
null
Yes
Rarely
Apartment
519
13,064
56
Female
3,420
Married
null
Master's
Employed
21.826586
Suburban
Basic
2
0
346
2
2021-10-23 15:21:39.254678
Poor
No
Monthly
Condo
493
13,065
61
Male
70,719
Married
null
Master's
null
12.606766
Rural
Basic
null
3
338
3
2021-02-18 15:21:39.248098
Poor
Yes
Weekly
Condo
646
13,066
62
Female
122,512
Divorced
4
PhD
Self-Employed
32.143385
Urban
Premium
0
19
437
5
2019-09-28 15:21:39.237118
Average
No
Monthly
Condo
437
13,067
59
Female
90,545
Married
4
Master's
null
39.752358
Rural
Comprehensive
null
0
341
8
2020-12-23 15:21:39.155231
Average
No
Rarely
Condo
3,232
13,068
48
Male
64,984
Married
2
Bachelor's
Unemployed
6.840327
Rural
Premium
1
19
689
3
2024-04-26 15:21:39.283783
null
No
Daily
Apartment
2,059
13,069
21
Female
11,218
Single
2
High School
null
48.470191
Rural
Comprehensive
null
10
null
9
2022-06-04 15:21:39.125660
Poor
No
Rarely
Apartment
2,416
13,070
32
Female
738
Single
null
High School
null
33.634326
Urban
Premium
2
9
null
9
2021-11-19 15:21:39.251142
Average
No
Daily
Apartment
319
13,071
45
Female
11,970
Married
1
High School
null
30.176958
Suburban
Premium
1
12
476
2
2023-05-07 15:21:39.219432
Poor
Yes
Monthly
Apartment
661
13,072
54
Female
38,263
Divorced
null
PhD
Employed
25.539703
Suburban
Basic
0
5
686
5
2021-04-17 15:21:39.172097
Good
No
Daily
Condo
1,287
13,073
36
Female
3,426
Married
4
High School
null
23.547452
Urban
Basic
1
18
511
7
2021-08-16 15:21:39.155231
Good
Yes
Daily
House
1,245
13,074
52
Male
40,226
Married
null
High School
Employed
51.120934
Rural
Basic
0
10
552
8
2022-12-20 15:21:39.219432
Average
No
Daily
Apartment
48
13,075
31
Male
72,493
Single
2
Master's
Employed
48.18708
Urban
Comprehensive
2
9
521
6
2024-07-24 15:21:39.237118
Average
Yes
Weekly
House
273
13,076
45
Female
54,984
Divorced
3
PhD
Employed
38.255947
Rural
Comprehensive
1
11
325
7
2023-12-27 15:21:39.194829
Poor
No
Daily
Apartment
3,361
13,077
45
Male
1,033
Married
3
Master's
null
25.393945
Urban
Basic
2
12
657
7
2021-11-16 15:21:39.286113
Poor
No
Weekly
House
1,251
13,078
58
Male
37,154
Divorced
3
PhD
null
34.68044
Urban
Comprehensive
null
2
597
5
2024-03-17 15:21:39.134960
Good
No
Monthly
Apartment
721
13,079
58
Male
29,488
Divorced
0
PhD
null
37.759986
Urban
Comprehensive
null
6
784
3
2022-01-03 15:21:39.092127
Average
Yes
Daily
Condo
577
13,080
22
Female
45,620
Single
2
High School
null
20.332036
Suburban
Basic
0
17
565
8
2021-07-15 15:21:39.274993
Poor
Yes
Daily
Apartment
1,035
13,081
38
Female
26,962
Single
2
PhD
null
25.878803
Urban
Basic
2
19
351
2
2023-09-08 15:21:39.237118
Poor
No
Weekly
Condo
1,071
13,082
19
Male
5,837
Married
3
High School
Unemployed
8.036949
Urban
Comprehensive
0
11
785
6
2020-02-11 15:21:39.126661
Average
Yes
Weekly
House
795
13,083
52
Female
2,102
Single
1
High School
Self-Employed
29.270116
Suburban
Basic
2
16
794
6
2023-10-18 15:21:39.194829
Average
No
Rarely
Condo
2,391
13,084
29
Male
13,632
Divorced
3
PhD
null
24.453712
Suburban
Basic
null
16
811
8
2020-08-13 15:21:39.192212
Good
Yes
Monthly
House
516
13,085
26
Female
88,863
Single
1
Master's
null
6.933858
Rural
Comprehensive
null
6
315
4
2020-08-13 15:21:39.180553
Average
Yes
Daily
Condo
826
13,086
30
Female
12,629
Single
4
High School
null
21.518939
Urban
Comprehensive
2
6
null
7
2022-12-23 15:21:39.126661
Poor
Yes
Rarely
Apartment
118
13,087
29
Male
133,302
Married
0
High School
Employed
16.259564
Urban
Comprehensive
0
17
379
6
2019-11-10 15:21:39.197445
Good
No
Rarely
Condo
4,800
13,088
49
Male
9,071
Divorced
0
PhD
Employed
40.638554
Rural
Premium
null
8
740
8
2019-11-02 15:21:39.155231
Poor
No
Rarely
Apartment
25
13,089
52
Female
103,488
Married
3
PhD
Unemployed
27.982615
Suburban
Basic
3
9
361
4
2023-10-28 15:21:39.121169
Poor
No
Monthly
Condo
1,034
13,090
29
Male
119,670
Married
1
High School
Unemployed
21.838005
Urban
Premium
null
13
462
8
2023-03-20 15:21:39.134960
Average
No
Daily
Apartment
413
13,091
46
Female
37,349
Married
4
Master's
Employed
26.96615
Suburban
Premium
0
0
668
4
2022-08-26 15:21:39.104139
Average
No
Weekly
Condo
30
13,092
27
Male
24,486
Married
4
Bachelor's
null
16.735673
Suburban
Premium
2
6
null
8
2023-03-04 15:21:39.184157
Poor
No
Weekly
House
647
13,093
33
Female
90,519
Married
3
Master's
Unemployed
30.81449
Suburban
Basic
1
5
382
8
2023-06-02 15:21:39.191219
Average
No
Monthly
Condo
619
13,094
56
Female
18,561
Married
4
PhD
Employed
44.778519
Urban
Comprehensive
null
6
792
4
2021-02-06 15:21:39.155231
Good
No
Monthly
House
240
13,095
38
Male
8,072
Single
3
High School
Self-Employed
46.936352
Suburban
Basic
null
3
548
8
2020-12-11 15:21:39.122134
Average
No
Rarely
House
172
13,096
48
Female
17,604
Single
1
PhD
null
40.09077
Suburban
Basic
1
6
836
4
2021-07-25 15:21:39.134960
Average
Yes
Rarely
House
1,346
13,097
29
Male
15,883
Divorced
2
High School
null
26.182669
Urban
Basic
0
9
573
7
2021-01-07 15:21:39.134960
Good
No
Rarely
House
1,330
13,098
18
Female
17,350
Married
4
PhD
null
17.9883
Rural
Basic
1
9
705
6
2021-05-22 15:21:39.219432
Good
Yes
Weekly
House
1,165
13,099
36
Male
748
Married
4
PhD
Self-Employed
47.547381
Urban
Premium
null
18
309
4
2023-09-14 15:21:39.080440
Good
No
Rarely
House
1,025