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
53,100
47
Female
17,300
Married
3
Bachelor's
null
26.082714
Rural
Premium
3
14
null
9
2024-07-30 15:21:39.208842
Average
Yes
Weekly
House
1,796
53,101
21
Female
43,837
Divorced
3
High School
Employed
30.917575
Urban
Premium
1
14
577
8
2022-11-14 15:21:39.261856
Average
No
Rarely
Apartment
1,614
53,102
53
Female
16,313
Divorced
3
Bachelor's
Self-Employed
21.551232
Suburban
Basic
2
2
711
5
2019-12-07 15:21:39.114118
Good
Yes
Rarely
House
77
53,103
50
Male
66,516
Single
0
High School
Employed
14.878473
Rural
Comprehensive
null
14
496
2
2024-08-10 15:21:39.132191
Average
No
Monthly
Apartment
184
53,104
37
Female
4,440
Married
3
Bachelor's
Unemployed
28.391138
Rural
Basic
null
15
437
2
2022-07-29 15:21:39.155231
Average
Yes
Rarely
Condo
1,115
53,105
24
Male
95,571
Married
2
Bachelor's
Unemployed
14.647902
Suburban
Comprehensive
1
6
416
6
2023-08-10 15:21:39.263607
Good
No
Weekly
House
1,839
53,106
21
Female
84,462
Single
0
PhD
null
6.430538
Urban
Premium
3
1
642
7
2020-02-12 15:21:39.113566
Poor
No
Monthly
House
2,890
53,107
41
Female
4,518
Single
1
Bachelor's
null
38.289424
Urban
Comprehensive
0
0
321
3
2020-12-01 15:21:39.285112
Good
No
Rarely
Apartment
484
53,108
32
Male
7,790
Married
3
Master's
Employed
48.960924
Rural
Premium
0
18
698
8
2022-08-01 15:21:39.089116
Good
No
Monthly
House
1,236
53,109
23
Male
2,560
Married
4
Master's
null
7.722506
Urban
Premium
1
10
322
8
2022-12-13 15:21:39.230483
Average
Yes
Daily
House
917
53,110
46
Male
39,188
Divorced
1
PhD
Employed
46.985579
Urban
Basic
null
14
310
6
2023-05-10 15:21:39.154008
Good
Yes
Monthly
House
551
53,111
46
Female
null
Single
3
PhD
Employed
50.959334
Urban
Premium
1
4
772
6
2022-12-18 15:21:39.134960
Average
Yes
Weekly
Condo
101
53,112
24
Female
null
Divorced
1
Master's
Self-Employed
43.923503
Rural
Premium
2
12
384
6
2021-05-08 15:21:39.134960
Poor
No
Monthly
Condo
110
53,113
37
Female
33,247
Single
1
PhD
null
18.362082
Suburban
Basic
null
10
454
7
2023-09-29 15:21:39.166062
Average
Yes
Rarely
Apartment
714
53,114
29
Male
118,320
Married
null
Bachelor's
Employed
31.28012
Urban
Basic
1
3
759
6
2023-12-23 15:21:39.080440
Poor
No
Weekly
Apartment
249
53,115
53
Male
null
Divorced
1
High School
Employed
19.749102
Urban
Basic
0
10
426
7
2020-05-31 15:21:39.266452
Good
No
Weekly
House
470
53,116
37
Female
2,629
Single
3
PhD
Self-Employed
null
Rural
Premium
0
17
819
5
2024-06-06 15:21:39.134960
Average
No
Weekly
Condo
685
53,117
41
Male
2,001
Divorced
2
Master's
Self-Employed
25.165896
Urban
Premium
null
11
684
8
2021-08-13 15:21:39.085129
Poor
Yes
Weekly
Apartment
2,001
53,118
39
Male
5,549
Married
3
High School
Employed
19.236045
Rural
Basic
0
14
null
9
2021-07-23 15:21:39.155231
Average
No
Weekly
House
779
53,119
30
Male
73,563
Divorced
4
Bachelor's
null
43.966672
Rural
Basic
null
14
511
5
2019-11-22 15:21:39.210805
Good
No
Daily
Apartment
140
53,120
19
Male
6,859
Divorced
4
PhD
Self-Employed
29.894447
Rural
Comprehensive
2
10
351
2
2022-09-20 15:21:39.172097
Good
No
Rarely
House
772
53,121
58
Male
29,593
Married
2
Bachelor's
null
12.553348
Urban
Basic
2
14
null
9
2020-03-11 15:21:39.128286
Good
No
Monthly
Apartment
456
53,122
57
Female
18,644
Divorced
null
High School
Self-Employed
4.924553
Urban
Comprehensive
1
8
808
7
2019-11-16 15:21:39.209847
Poor
Yes
Rarely
House
49
53,123
54
Female
24,997
Divorced
2
High School
null
11.898473
Urban
Basic
0
6
467
4
2022-03-27 15:21:39.151732
Poor
No
Weekly
Apartment
809
53,124
37
Male
535
Single
1
Bachelor's
Self-Employed
null
Suburban
Premium
0
14
782
5
2023-03-05 15:21:39.237118
Poor
Yes
Monthly
House
603
53,125
37
Female
null
Married
2
High School
null
24.017736
Urban
Basic
2
3
485
6
2021-09-10 15:21:39.173834
Poor
No
Monthly
Apartment
2,366
53,126
62
Female
4,926
Single
1
Bachelor's
null
29.85415
Urban
Premium
2
7
802
2
2020-10-14 15:21:39.155231
Poor
Yes
Daily
Apartment
1,194
53,127
64
Female
47,293
Single
3
Bachelor's
null
42.661311
Rural
Premium
null
2
507
4
2021-09-20 15:21:39.130190
Average
Yes
Rarely
Condo
150
53,128
43
Female
10,157
Single
null
High School
Self-Employed
25.798724
Suburban
Comprehensive
1
13
null
6
2022-04-25 15:21:39.288099
Poor
Yes
Weekly
House
523
53,129
22
Male
2,788
Single
2
Bachelor's
Employed
16.944223
Rural
Premium
3
16
null
1
2024-07-12 15:21:39.131192
Good
No
Daily
Apartment
570
53,130
44
Female
27,113
Single
2
Bachelor's
Unemployed
40.673712
Urban
Premium
null
11
658
7
2023-12-03 15:21:39.134960
Good
No
Monthly
Condo
1,039
53,131
48
Male
29,593
Divorced
0
High School
Unemployed
17.686437
Suburban
Comprehensive
null
5
762
8
2023-01-07 15:21:39.274993
Good
Yes
Rarely
House
1,204
53,132
40
Female
22,293
Married
null
High School
Employed
9.332623
Suburban
Premium
2
10
685
5
2021-07-01 15:21:39.134960
null
Yes
Weekly
Condo
681
53,133
55
Female
2,744
null
1
PhD
Employed
17.28161
Rural
Basic
0
1
775
8
2023-12-14 15:21:39.147735
Poor
No
Monthly
House
736
53,134
43
Male
76,783
Divorced
3
Master's
null
22.097202
Suburban
Premium
null
6
400
1
2020-08-17 15:21:39.224915
Good
Yes
Rarely
House
1,844
53,135
25
Male
24,892
Divorced
3
High School
null
46.36593
Suburban
Comprehensive
0
0
663
2
2021-12-06 15:21:39.100695
Average
No
Weekly
Condo
605
53,136
38
Female
1,162
Single
3
PhD
Employed
16.774066
Rural
Comprehensive
3
4
597
2
2022-05-14 15:21:39.266452
Good
No
Daily
Apartment
1,244
53,137
19
Male
61,447
Married
2
Bachelor's
Self-Employed
12.18017
Suburban
Basic
1
1
484
4
2020-07-16 15:21:39.236064
Poor
Yes
Weekly
House
3,510
53,138
53
Female
1,365
Single
2
PhD
Self-Employed
33.123493
Urban
Basic
0
16
652
9
2021-09-20 15:21:39.252145
Good
Yes
Rarely
House
3,245
53,139
41
Female
14,399
Married
3
Bachelor's
null
21.845554
Urban
Comprehensive
null
10
null
2
2021-01-09 15:21:39.273973
Poor
No
Daily
Condo
775
53,140
39
Female
725
Divorced
2
High School
null
46.95702
Rural
Basic
0
19
722
5
2020-07-18 15:21:39.221386
Average
No
Weekly
Apartment
2,835
53,141
51
Female
null
Divorced
3
PhD
Unemployed
27.09949
Urban
Basic
2
17
394
1
2023-03-28 15:21:39.202448
Good
No
Monthly
House
433
53,142
33
Female
31,974
Single
2
Bachelor's
Self-Employed
17.243526
Rural
Premium
null
16
583
1
2021-11-12 15:21:39.155231
Good
Yes
Daily
Condo
1,808
53,143
63
Male
23,168
Married
4
Bachelor's
Unemployed
27.782756
Suburban
Premium
2
19
513
2
2023-07-08 15:21:39.272456
Poor
Yes
Weekly
House
565
53,144
21
Male
17,779
Divorced
3
Bachelor's
Unemployed
34.12128
Rural
Premium
0
17
779
1
2023-08-29 15:21:39.098696
Poor
Yes
Daily
House
1,104
53,145
45
Female
17,241
Divorced
3
Master's
Employed
32.878488
Suburban
Basic
null
6
339
7
2022-06-03 15:21:39.096739
Poor
No
Daily
Apartment
1,179
53,146
52
Male
56,634
Single
0
PhD
Employed
13.49348
Urban
Basic
null
17
364
6
2022-07-13 15:21:39.196387
Average
No
Monthly
Condo
434
53,147
21
Female
9,098
Married
1
Master's
Employed
32.769844
Rural
Premium
1
4
null
8
2021-01-22 15:21:39.237118
Average
No
Weekly
House
2,654
53,148
25
Male
127,963
Single
1
Master's
null
22.169788
Urban
Comprehensive
null
2
511
3
2021-09-21 15:21:39.143708
Good
No
Daily
House
388
53,149
47
Male
1,330
Married
3
PhD
Self-Employed
38.128739
Suburban
Comprehensive
1
9
581
2
2024-02-22 15:21:39.255696
null
Yes
Daily
Condo
926
53,150
36
Male
31,202
Single
3
Bachelor's
null
29.935137
Rural
Basic
1
11
696
7
2020-08-25 15:21:39.229482
Poor
No
Daily
Apartment
748
53,151
33
Female
103,981
Married
4
Bachelor's
Employed
17.813544
Rural
Basic
2
0
743
6
2024-04-25 15:21:39.091080
null
Yes
Rarely
Apartment
557
53,152
38
Female
28,642
Divorced
2
Master's
Employed
32.288632
Suburban
Basic
1
13
551
4
2022-01-26 15:21:39.123711
Average
Yes
Weekly
Apartment
916
53,153
39
Female
null
Married
2
PhD
Employed
31.908701
Rural
Comprehensive
0
3
null
1
2022-05-14 15:21:39.155231
Good
No
Daily
Apartment
359
53,154
23
Male
25,554
Married
3
Bachelor's
Unemployed
25.771319
Suburban
Comprehensive
0
12
511
5
2020-01-01 15:21:39.192212
Poor
Yes
Weekly
House
2,195
53,155
31
Female
111,188
Divorced
null
Master's
Employed
22.497894
Rural
Comprehensive
2
8
353
3
2020-05-26 15:21:39.237118
Good
Yes
Daily
Apartment
394
53,156
45
Male
5,651
Married
null
High School
Self-Employed
31.959885
Urban
Premium
null
17
825
8
2020-05-22 15:21:39.134960
Poor
Yes
Monthly
House
253
53,157
55
Male
27,230
Divorced
3
High School
Self-Employed
39.823652
Urban
Basic
1
5
null
9
2023-03-31 15:21:39.214388
Average
No
Monthly
Apartment
881
53,158
42
Female
40,887
Divorced
4
Master's
Self-Employed
28.084273
Suburban
Comprehensive
1
12
789
3
2020-05-16 15:21:39.134960
Average
No
Monthly
Apartment
3,166
53,159
49
Female
2,838
Divorced
0
High School
Unemployed
19.873245
Suburban
Basic
1
7
309
7
2024-07-07 15:21:39.179186
Average
Yes
Weekly
Condo
1,466
53,160
51
Male
15,300
Divorced
2
Master's
null
16.137532
Rural
Premium
0
2
null
8
2024-03-01 15:21:39.130190
Good
No
Weekly
Condo
1,015
53,161
31
Male
49,863
Divorced
3
Master's
Employed
48.082339
Rural
Basic
null
6
373
5
2020-11-06 15:21:39.148733
Poor
No
Weekly
Condo
727
53,162
48
Male
6,820
Single
0
PhD
Self-Employed
49.886664
Suburban
Basic
3
5
636
5
2019-09-18 15:21:39.125660
Average
Yes
Rarely
Condo
2,093
53,163
50
Female
67,745
Divorced
4
Master's
Self-Employed
25.588831
Rural
Basic
0
19
399
6
2022-08-13 15:21:39.276901
Average
Yes
Daily
Condo
588
53,164
26
Male
79,941
Married
null
PhD
Self-Employed
35.471176
Suburban
Premium
1
14
351
9
2023-10-28 15:21:39.259788
Average
No
Daily
Condo
2,062
53,165
57
Female
16,054
Divorced
4
Master's
null
29.290769
Rural
Basic
null
13
null
6
2021-05-06 15:21:39.175719
Average
No
Monthly
House
473
53,166
null
Female
6,973
Single
1
Bachelor's
Self-Employed
35.717832
Rural
Basic
null
6
784
5
2024-08-12 15:21:39.112553
Average
No
Weekly
Condo
1,128
53,167
36
Female
null
Married
3
Master's
Unemployed
31.648612
Suburban
Comprehensive
0
0
393
8
2019-10-14 15:21:39.289099
Average
Yes
Weekly
Condo
509
53,168
62
Female
6,876
Single
2
Bachelor's
null
9.938801
Suburban
Premium
0
19
null
9
2022-05-17 15:21:39.190215
Poor
Yes
Weekly
Condo
1,201
53,169
63
Male
3,785
Divorced
3
Master's
Self-Employed
6.4879
Rural
Premium
3
5
559
6
2022-01-19 15:21:39.134960
Average
Yes
Rarely
Condo
1,466
53,170
48
Female
101,769
Single
2
Bachelor's
Unemployed
null
Suburban
Basic
1
17
709
4
2021-09-04 15:21:39.187211
Good
Yes
Daily
Apartment
2,852
53,171
56
Female
3,631
Married
null
PhD
Unemployed
21.611808
Suburban
Comprehensive
1
5
531
7
2023-04-05 15:21:39.252145
Good
Yes
Monthly
Condo
2,053
53,172
51
Male
10,125
Divorced
0
High School
Unemployed
28.828652
Rural
Basic
2
12
688
6
2020-08-27 15:21:39.087123
Average
No
Monthly
Apartment
622
53,173
61
Male
35,653
null
3
High School
Unemployed
32.895325
Urban
Basic
3
6
491
5
2020-06-16 15:21:39.215386
Good
Yes
Weekly
House
1,162
53,174
36
Female
35,227
Single
1
Master's
null
28.369734
Suburban
Premium
null
13
null
5
2020-09-05 15:21:39.204790
Good
No
Daily
Apartment
881
53,175
24
Male
611
Divorced
0
PhD
Unemployed
31.814084
Urban
Premium
1
16
477
8
2022-01-31 15:21:39.134960
Poor
No
Monthly
Condo
1,592
53,176
42
Female
8,881
Divorced
0
PhD
Self-Employed
42.453777
Urban
Basic
1
0
654
6
2023-07-20 15:21:39.155231
Average
Yes
Rarely
Condo
1,388
53,177
47
Male
36,928
Single
2
Master's
Employed
39.907157
Rural
Premium
1
1
758
9
2019-11-29 15:21:39.278402
Average
No
Daily
Condo
1,251
53,178
26
Male
3,631
Married
1
Bachelor's
null
11.799664
Rural
Basic
0
12
333
9
2023-10-10 15:21:39.235012
Poor
No
Daily
Condo
28
53,179
50
Male
402
Married
4
High School
null
30.495907
Rural
Premium
null
0
681
9
2020-03-10 15:21:39.108562
Poor
Yes
Rarely
Apartment
681
53,180
53
Male
18,086
Married
0
Master's
null
14.91868
Suburban
Comprehensive
null
13
815
1
2022-01-24 15:21:39.148733
Poor
No
Daily
Apartment
2,656
53,181
25
Female
33,410
Single
3
High School
Employed
36.878138
Rural
Premium
1
15
null
1
2020-12-20 15:21:39.225916
Poor
No
Rarely
House
768
53,182
49
Male
10,166
Single
3
High School
null
38.62263
Urban
Basic
1
2
716
2
2023-05-25 15:21:39.260856
Good
Yes
Rarely
House
942
53,183
44
Female
5,930
Divorced
2
PhD
Employed
41.858108
Urban
Comprehensive
1
2
716
6
2019-10-12 15:21:39.194829
Good
Yes
Rarely
House
3,744
53,184
23
Male
null
Married
3
High School
Employed
27.71914
Urban
Basic
1
1
511
5
2020-07-04 15:21:39.257696
null
Yes
Rarely
Apartment
2,891
53,185
26
Female
29,263
Single
0
High School
Employed
30.387585
Suburban
Premium
0
16
613
1
2023-08-31 15:21:39.155231
Average
Yes
Rarely
Apartment
3,277
53,186
62
Female
29,685
Divorced
3
Master's
Self-Employed
20.123071
Urban
Comprehensive
null
3
330
4
2022-03-27 15:21:39.134960
Average
Yes
Rarely
Condo
2,713
53,187
37
Male
24,956
Divorced
3
Master's
null
4.784429
Urban
Comprehensive
null
8
null
1
2024-04-20 15:21:39.233998
Poor
No
Rarely
Condo
1,178
53,188
24
Male
34,597
Single
4
Master's
Unemployed
12.079114
Urban
Basic
0
11
794
5
2023-12-15 15:21:39.155231
null
Yes
Weekly
House
693
53,189
25
Female
39,266
Married
1
Bachelor's
Unemployed
33.297904
Rural
Comprehensive
1
14
678
4
2022-03-12 15:21:39.261856
Average
No
Monthly
House
1,728
53,190
62
Male
7,082
Married
2
High School
Self-Employed
16.972465
Rural
Basic
0
6
677
4
2023-04-14 15:21:39.155231
Average
Yes
Monthly
Condo
783
53,191
21
Male
14,660
Married
3
Master's
Employed
20.637842
Urban
Comprehensive
2
1
null
5
2022-06-03 15:21:39.285112
Good
No
Monthly
Condo
259
53,192
46
Male
134,790
Divorced
1
PhD
null
9.147877
Suburban
Comprehensive
0
14
422
4
2020-03-14 15:21:39.130190
Poor
Yes
Weekly
House
1,631
53,193
56
Male
45,673
Married
4
Master's
null
33.004535
Urban
Basic
null
4
652
1
2021-09-24 15:21:39.221386
Average
Yes
Weekly
House
1,609
53,194
24
Male
18,030
Single
4
Master's
Unemployed
15.884856
Suburban
Premium
0
19
656
5
2023-10-23 15:21:39.269494
Good
Yes
Daily
Condo
568
53,195
23
Female
1,813
Divorced
4
PhD
null
11.937448
Rural
Comprehensive
null
5
783
6
2022-02-07 15:21:39.134960
Average
Yes
Weekly
Apartment
132
53,196
62
Male
32,009
Married
2
High School
Employed
4.452689
Urban
Basic
2
17
779
2
2020-06-18 15:21:39.190215
Poor
No
Rarely
Apartment
728
53,197
28
Male
20,800
Single
2
High School
Unemployed
45.318768
Rural
Comprehensive
null
18
707
2
2020-04-20 15:21:39.134960
Average
No
Daily
House
633
53,198
36
Male
9,215
Single
3
Bachelor's
Employed
43.586774
Rural
Basic
0
12
807
3
2020-05-12 15:21:39.123711
null
No
Monthly
House
1,732
53,199
63
Female
14,097
Single
3
Bachelor's
Self-Employed
24.784616
Suburban
Premium
1
16
678
9
2023-11-28 15:21:39.281787
Poor
Yes
Weekly
Condo
547