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
5,000
21
Female
91,273
Married
4
Master's
Employed
22.083732
Urban
Comprehensive
null
18
449
5
2022-05-02 15:21:39.237118
Average
Yes
Weekly
House
1,138
5,001
45
Female
6,678
Single
2
High School
null
41.450103
Suburban
Basic
2
12
464
2
2022-10-03 15:21:39.186212
Poor
No
Daily
Condo
432
5,002
21
Female
40,262
Divorced
null
Bachelor's
Employed
32.816266
Suburban
Basic
null
18
589
4
2021-08-04 15:21:39.254678
Poor
No
Monthly
House
904
5,003
38
Female
25,806
Single
4
High School
Self-Employed
39.757989
Rural
Basic
1
18
308
4
2023-12-12 15:21:39.276901
Average
Yes
Monthly
Condo
1,326
5,004
52
Female
88,916
Single
3
Master's
null
43.3875
Rural
Comprehensive
null
8
569
2
2023-11-26 15:21:39.143708
Good
No
Rarely
House
376
5,005
50
Female
2,570
Divorced
3
PhD
Self-Employed
51.063003
Urban
Basic
null
3
585
6
2022-06-04 15:21:39.106582
Average
Yes
Rarely
Apartment
255
5,006
58
Female
43,529
Divorced
1
High School
null
4.835119
Suburban
Basic
0
1
753
6
2020-05-10 15:21:39.272456
null
Yes
Daily
House
1,078
5,007
46
Male
73,415
Divorced
4
High School
Self-Employed
46.235051
Urban
Premium
3
13
463
2
2023-07-17 15:21:39.155231
Good
Yes
Weekly
Apartment
1,059
5,008
26
Male
null
Single
null
PhD
null
45.865307
Urban
Basic
null
0
397
2
2019-12-31 15:21:39.155231
Average
No
Daily
House
153
5,009
59
Male
18,380
Married
3
High School
Self-Employed
28.672853
Urban
Basic
0
8
805
7
2021-10-18 15:21:39.198406
Poor
Yes
Monthly
House
1,059
5,010
32
Male
40,456
Married
4
Master's
null
21.393023
Rural
Premium
null
5
765
8
2021-11-11 15:21:39.171102
Good
Yes
Rarely
Apartment
23
5,011
48
Male
4,240
Married
2
PhD
Employed
34.602077
Suburban
Comprehensive
null
3
456
5
2021-12-12 15:21:39.145732
Average
Yes
Monthly
Condo
495
5,012
55
Female
36,567
Single
4
PhD
Unemployed
22.580629
Suburban
Basic
null
1
614
3
2021-10-16 15:21:39.245086
Good
No
Rarely
Apartment
441
5,013
52
Male
52,697
Divorced
1
PhD
null
12.823295
Urban
Premium
null
1
393
7
2021-11-30 15:21:39.134960
Good
No
Weekly
House
825
5,014
55
Male
86,680
Married
2
High School
null
47.206734
Rural
Premium
1
8
435
2
2021-11-07 15:21:39.155231
Average
No
Daily
Apartment
494
5,015
22
Male
16,097
Single
2
High School
Employed
46.342279
Suburban
Premium
1
14
815
9
2022-03-25 15:21:39.221386
Poor
No
Rarely
Condo
705
5,016
62
Male
30,953
Single
3
High School
Self-Employed
9.816841
Urban
Comprehensive
0
4
622
5
2023-10-31 15:21:39.120168
Poor
No
Monthly
Apartment
557
5,017
45
Female
49,188
Divorced
0
Bachelor's
Employed
8.172806
Urban
Basic
0
15
338
9
2022-07-11 15:21:39.244069
Good
No
Rarely
Apartment
2,058
5,018
62
Female
26,589
Divorced
null
High School
null
22.82703
Suburban
Basic
null
19
821
5
2021-05-26 15:21:39.237118
Good
Yes
Daily
House
1,363
5,019
55
Male
17,175
Single
0
High School
Unemployed
16.152428
Urban
Basic
null
0
753
4
2022-05-16 15:21:39.194829
Average
No
Daily
House
32
5,020
51
Male
5,913
Single
4
Master's
Unemployed
49.872191
Urban
Basic
1
17
null
4
2022-03-05 15:21:39.265513
Good
No
Daily
House
1,216
5,021
34
Female
30,213
Married
4
PhD
Self-Employed
42.814306
Urban
Premium
0
5
731
9
2020-07-19 15:21:39.134960
Poor
No
Rarely
House
36
5,022
27
Male
60,771
Married
2
Bachelor's
Employed
33.859177
Rural
Premium
1
11
810
3
2021-03-07 15:21:39.188220
Good
Yes
Daily
Apartment
49
5,023
19
Female
44,369
Married
0
Bachelor's
null
25.539704
Urban
Basic
null
8
null
5
2021-05-03 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,810
5,024
34
Female
5,710
Single
0
Bachelor's
Self-Employed
28.042558
Suburban
Premium
1
11
841
8
2020-03-08 15:21:39.149731
Average
Yes
Weekly
Condo
2,780
5,025
19
Female
48,899
Married
4
PhD
Unemployed
4.595505
Suburban
Basic
null
4
756
2
2019-12-28 15:21:39.175719
Good
Yes
Rarely
Condo
47
5,026
28
Male
29,055
Divorced
2
Master's
null
42.066439
Rural
Comprehensive
1
0
null
9
2021-10-11 15:21:39.237118
null
No
Daily
Condo
1,377
5,027
50
Female
3,911
Married
2
Master's
Self-Employed
43.480173
Rural
Basic
3
15
463
1
2020-10-24 15:21:39.134960
Good
Yes
Weekly
House
958
5,028
52
Male
27,119
Single
3
High School
Self-Employed
20.170573
Urban
Basic
2
10
371
9
2020-07-08 15:21:39.254678
Poor
No
Daily
Apartment
1,082
5,029
61
Male
46,324
Single
2
Bachelor's
null
33.948759
Rural
Comprehensive
0
16
398
6
2022-11-22 15:21:39.126661
Poor
Yes
Weekly
Condo
1,619
5,030
43
Female
23,019
Divorced
3
Master's
Self-Employed
40.847808
Suburban
Comprehensive
2
9
571
6
2022-02-11 15:21:39.265513
Poor
Yes
Rarely
House
1,180
5,031
52
Male
35,781
Single
2
Master's
Unemployed
28.933015
Rural
Premium
1
5
585
5
2020-01-12 15:21:39.181605
Average
Yes
Weekly
Condo
518
5,032
20
Female
28,899
Married
2
Bachelor's
Employed
26.819739
Urban
Premium
3
0
672
9
2022-10-16 15:21:39.282785
Average
No
Rarely
Apartment
790
5,033
61
Female
25,573
Married
4
High School
Employed
37.692424
Rural
Premium
1
16
null
9
2024-05-31 15:21:39.084065
Poor
No
Daily
Apartment
1,505
5,034
23
Female
17,961
Divorced
3
Master's
Unemployed
35.508788
Suburban
Comprehensive
1
16
761
1
2021-01-21 15:21:39.276901
Average
Yes
Monthly
House
27
5,035
38
Female
53,890
Married
2
PhD
Unemployed
21.955133
Rural
Comprehensive
1
15
759
7
2021-12-07 15:21:39.190215
Good
No
Daily
Apartment
100
5,036
50
Male
null
Single
1
Master's
Self-Employed
19.635639
Urban
Premium
2
3
310
3
2020-12-01 15:21:39.134960
Average
No
Weekly
Apartment
834
5,037
31
Male
5,849
Divorced
2
PhD
Self-Employed
31.004529
Urban
Comprehensive
1
17
null
5
2022-03-25 15:21:39.269494
Good
Yes
Daily
Condo
549
5,038
25
Male
12,046
Divorced
1
Bachelor's
null
36.718925
Rural
Basic
1
4
null
2
2021-02-21 15:21:39.283783
Average
No
Rarely
House
1,310
5,039
44
Female
54,817
Single
2
PhD
null
null
Suburban
Comprehensive
1
8
631
2
2023-07-21 15:21:39.126661
Average
No
Weekly
Condo
2,031
5,040
56
Female
65,989
Divorced
0
PhD
null
22.514346
Suburban
Basic
2
16
566
8
2023-03-25 15:21:39.182597
Poor
Yes
Daily
Apartment
211
5,041
61
Female
27,241
Married
4
Bachelor's
null
17.392268
Suburban
Comprehensive
null
19
795
7
2019-09-25 15:21:39.155231
Good
Yes
Rarely
Apartment
511
5,042
39
Male
46,224
Married
null
High School
Employed
30.592458
Rural
Comprehensive
null
19
696
7
2021-07-07 15:21:39.134960
Poor
No
Rarely
House
755
5,043
54
Female
1,545
Married
1
Master's
null
2.289029
Urban
Comprehensive
1
17
692
6
2023-08-01 15:21:39.119168
Average
Yes
Rarely
Apartment
397
5,044
46
Female
null
Single
3
High School
Unemployed
27.977913
Rural
Basic
null
15
394
3
2020-02-02 15:21:39.268507
Good
No
Daily
Apartment
2,345
5,045
34
Female
13,984
Single
0
Master's
Self-Employed
11.848555
Suburban
Comprehensive
null
3
791
6
2021-11-07 15:21:39.148733
Poor
No
Weekly
Condo
589
5,046
47
Female
3,634
Divorced
1
PhD
Employed
24.92826
Rural
Comprehensive
2
6
547
9
2024-06-07 15:21:39.283783
Average
No
Monthly
Condo
906
5,047
31
Female
2,094
Married
3
PhD
Self-Employed
17.869
Urban
Premium
1
11
837
3
2023-05-13 15:21:39.263607
Good
No
Rarely
Condo
161
5,048
62
Male
11,923
Single
4
High School
null
19.92425
Suburban
Premium
null
19
355
5
2024-08-04 15:21:39.115178
Poor
Yes
Monthly
Apartment
749
5,049
42
Female
36,229
Married
0
PhD
null
26.967366
Rural
Premium
0
2
758
7
2022-01-10 15:21:39.230483
Average
Yes
Rarely
House
441
5,050
42
Male
104,782
Divorced
null
Master's
Self-Employed
23.336612
Suburban
Premium
3
1
418
7
2021-12-15 15:21:39.134960
Good
Yes
Weekly
House
2,053
5,051
48
Female
25,155
Married
null
PhD
Unemployed
20.081914
Suburban
Comprehensive
0
14
835
9
2022-01-07 15:21:39.134960
Good
No
Daily
Condo
588
5,052
34
Female
2,496
Divorced
4
PhD
Employed
19.735362
Rural
Premium
1
14
null
4
2023-10-12 15:21:39.182597
Good
Yes
Daily
House
1,875
5,053
39
Male
91,522
Married
null
High School
Unemployed
29.977883
Rural
Premium
null
6
446
3
2022-06-21 15:21:39.265513
Poor
Yes
Daily
House
790
5,054
64
Female
28,886
Married
4
Bachelor's
Unemployed
24.246021
Rural
Comprehensive
null
13
null
6
2022-08-03 15:21:39.155231
Poor
No
Monthly
House
813
5,055
23
Male
17,069
Single
1
Master's
Unemployed
25.922113
Rural
Premium
null
12
676
7
2022-10-01 15:21:39.276901
Good
No
Weekly
Apartment
39
5,056
26
Female
64,339
Divorced
2
Master's
Employed
47.054372
Suburban
Premium
3
17
null
8
2024-05-16 15:21:39.122134
Average
Yes
Monthly
Condo
3,221
5,057
63
Male
40,446
Divorced
3
Master's
Unemployed
18.76447
Urban
Comprehensive
1
18
765
6
2022-01-12 15:21:39.192212
Poor
Yes
Daily
Condo
1,231
5,058
64
Female
20,296
Married
3
High School
null
33.013726
Suburban
Basic
2
6
534
7
2024-01-10 15:21:39.130190
Average
No
Monthly
Apartment
725
5,059
23
Female
17,983
Divorced
3
High School
null
13.924281
Urban
Premium
null
7
718
4
2020-03-27 15:21:39.095696
Poor
Yes
Monthly
House
938
5,060
30
Female
15,783
Divorced
0
High School
Self-Employed
20.244909
Urban
Comprehensive
2
3
701
2
2022-02-03 15:21:39.123711
Average
No
Monthly
Condo
119
5,061
49
Female
77,894
Married
0
Bachelor's
Unemployed
51.591258
Suburban
Premium
null
2
578
8
2020-09-10 15:21:39.087123
Good
No
Monthly
Condo
1,611
5,062
62
Male
null
Married
4
Master's
Unemployed
19.059729
Suburban
Premium
null
17
757
3
2021-05-01 15:21:39.155231
Good
No
Monthly
Condo
391
5,063
43
Male
5,190
Single
1
Bachelor's
null
null
Urban
Basic
0
2
614
8
2022-06-12 15:21:39.175719
Poor
No
Weekly
Condo
705
5,064
49
Male
6,867
Divorced
0
Master's
Unemployed
30.124572
Suburban
Premium
1
11
778
6
2021-01-05 15:21:39.092127
Good
Yes
Daily
Apartment
2,781
5,065
56
Female
24,438
Divorced
4
Master's
Employed
30.05652
Rural
Premium
1
2
502
9
2020-05-16 15:21:39.256696
Good
Yes
Rarely
Condo
361
5,066
20
Female
30,206
Married
3
Bachelor's
Unemployed
24.89734
Suburban
Premium
0
10
560
4
2021-11-25 15:21:39.155231
Average
Yes
Weekly
Condo
1,112
5,067
20
Male
102,576
Single
3
PhD
Self-Employed
50.940968
Urban
Premium
0
3
791
9
2021-08-06 15:21:39.213373
Average
No
Rarely
House
3,341
5,068
57
Male
5,577
Married
3
High School
Employed
39.624298
Rural
Premium
1
4
579
5
2021-10-07 15:21:39.093681
Poor
No
Rarely
Apartment
4,253
5,069
59
Male
111,460
Divorced
2
High School
Employed
16.847494
Suburban
Comprehensive
0
0
null
2
2020-07-04 15:21:39.120168
Good
Yes
Weekly
Condo
95
5,070
55
Male
76,654
Married
2
PhD
Self-Employed
15.053301
Urban
Premium
2
19
367
7
2022-06-13 15:21:39.134960
Poor
Yes
Weekly
Condo
2,621
5,071
18
Female
29,761
Married
3
High School
Self-Employed
9.076914
Suburban
Comprehensive
1
7
null
5
2021-08-08 15:21:39.180553
Good
Yes
Monthly
House
2,457
5,072
31
Male
null
Married
null
Master's
Unemployed
23.90701
Suburban
Basic
null
6
308
4
2024-03-20 15:21:39.150730
Good
No
Daily
House
1,168
5,073
37
Female
44,967
Married
null
Bachelor's
null
9.826391
Suburban
Comprehensive
null
13
494
1
2021-01-21 15:21:39.125660
Average
Yes
Weekly
Condo
1,249
5,074
23
Male
5,086
Single
3
High School
Self-Employed
44.527889
Rural
Basic
3
7
798
2
2019-09-30 15:21:39.134960
Good
No
Weekly
House
1,110
5,075
51
Female
1,277
Divorced
1
Master's
null
17.926932
Suburban
Basic
null
1
396
2
2022-04-29 15:21:39.190215
Poor
No
Rarely
House
2,463
5,076
59
Male
31,004
Single
1
Bachelor's
Employed
37.856354
Suburban
Basic
0
3
null
1
2022-07-05 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,154
5,077
45
Male
12,084
Married
4
Master's
null
36.907716
Urban
Comprehensive
2
10
626
6
2022-02-01 15:21:39.134960
Good
No
Weekly
Condo
612
5,078
52
Male
null
Divorced
4
PhD
Unemployed
46.799039
Urban
Comprehensive
0
19
763
8
2020-07-31 15:21:39.186212
Poor
Yes
Daily
Apartment
86
5,079
33
Female
41,087
Single
0
Bachelor's
Employed
13.822213
Rural
Premium
0
7
535
6
2023-09-12 15:21:39.111551
Good
No
Daily
Apartment
661
5,080
52
Male
25,486
Single
2
Master's
Unemployed
39.154559
Urban
Comprehensive
0
0
487
6
2021-01-28 15:21:39.273973
Good
No
Daily
House
721
5,081
19
Male
15,407
Married
2
PhD
Employed
24.35563
Suburban
Comprehensive
1
5
756
6
2022-01-09 15:21:39.209847
Average
Yes
Daily
Apartment
189
5,082
51
Male
5,903
Divorced
0
PhD
Employed
null
Suburban
Comprehensive
null
6
null
4
2021-09-03 15:21:39.111551
Average
No
Rarely
Condo
29
5,083
30
Male
101,081
Single
0
Master's
Unemployed
9.413318
Rural
Comprehensive
0
19
670
6
2020-02-29 15:21:39.148733
Poor
Yes
Daily
Apartment
3,977
5,084
41
Male
2,395
Divorced
3
Master's
null
40.834183
Suburban
Comprehensive
0
13
621
4
2024-04-15 15:21:39.265513
Good
Yes
Weekly
Condo
133
5,085
28
Female
54,208
Married
0
High School
Self-Employed
33.758839
Rural
Basic
1
3
769
5
2023-07-22 15:21:39.237118
Poor
Yes
Monthly
Condo
115
5,086
38
Male
1,851
Married
0
PhD
null
33.990533
Suburban
Comprehensive
0
0
508
2
2020-12-08 15:21:39.216387
Average
Yes
Rarely
Condo
944
5,087
27
Male
1,195
Divorced
0
PhD
Unemployed
47.1334
Rural
Comprehensive
1
3
439
8
2022-10-08 15:21:39.261856
Poor
Yes
Daily
Condo
1,014
5,088
57
Female
707
Divorced
1
PhD
null
16.36708
Urban
Comprehensive
0
15
null
2
2023-07-10 15:21:39.181605
null
No
Daily
Condo
1,294
5,089
31
Male
69,747
Divorced
2
Master's
null
26.679536
Urban
Premium
null
16
308
6
2019-08-20 15:21:39.193945
Average
Yes
Rarely
Condo
2,098
5,090
44
Female
7,416
Divorced
3
PhD
Unemployed
30.428912
Rural
Premium
2
8
null
9
2021-08-04 15:21:39.155231
Poor
No
Weekly
Condo
80
5,091
49
Female
49
Divorced
4
PhD
Unemployed
30.189976
Urban
Comprehensive
null
1
397
8
2020-01-27 15:21:39.271453
Poor
Yes
Weekly
Apartment
37
5,092
42
Female
128,931
Married
3
High School
Unemployed
5.744649
Rural
Basic
0
6
556
2
2020-06-16 15:21:39.155231
Average
Yes
Weekly
House
393
5,093
50
Male
87,548
Divorced
0
Master's
Employed
49.858971
Suburban
Basic
null
14
401
2
2021-12-29 15:21:39.271453
Poor
No
Monthly
Condo
1,261
5,094
61
Female
8,881
Single
2
Bachelor's
null
22.402334
Rural
Basic
null
0
662
3
2021-10-01 15:21:39.226954
Good
Yes
Monthly
Condo
622
5,095
29
Male
29,191
Single
4
High School
Self-Employed
11.907224
Suburban
Comprehensive
3
7
568
1
2020-02-06 15:21:39.274993
Good
Yes
Monthly
House
844
5,096
31
Female
35,484
Divorced
4
Master's
null
33.848135
Rural
Comprehensive
1
2
547
1
2023-02-18 15:21:39.099739
Good
Yes
Daily
House
903
5,097
39
Female
90,414
Single
0
High School
Employed
13.358615
Suburban
Basic
0
15
542
2
2024-05-26 15:21:39.172097
Average
No
Monthly
House
398
5,098
59
Female
25,981
Married
0
Bachelor's
Employed
33.812157
Suburban
Comprehensive
null
2
595
7
2022-09-29 15:21:39.126661
Good
No
Monthly
Apartment
2,027
5,099
24
Male
27,430
Divorced
4
High School
null
null
Suburban
Comprehensive
4
14
392
3
2024-04-14 15:21:39.180553
Average
Yes
Daily
Condo
581