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
52,100
44
Female
529
Divorced
3
Bachelor's
Self-Employed
50.093981
Urban
Premium
1
15
null
7
2023-07-28 15:21:39.202448
Average
Yes
Daily
Apartment
203
52,101
49
Male
10,976
Married
2
High School
Self-Employed
18.056611
Rural
Basic
0
12
832
5
2021-11-21 15:21:39.232526
Average
No
Rarely
Apartment
585
52,102
23
Male
15,258
Single
2
PhD
Unemployed
null
Urban
Premium
0
15
628
3
2023-10-21 15:21:39.087123
Poor
No
Weekly
Apartment
1,423
52,103
33
Male
61,720
Divorced
4
Bachelor's
Employed
23.093835
Suburban
Premium
1
10
410
6
2023-11-04 15:21:39.079128
Average
Yes
Daily
House
839
52,104
60
Male
30,492
Single
2
Master's
Employed
null
Suburban
Premium
null
14
711
4
2022-04-13 15:21:39.237118
Good
Yes
Monthly
Condo
549
52,105
45
Male
17,975
Married
2
Master's
null
24.919176
Suburban
Comprehensive
null
8
540
7
2022-02-02 15:21:39.134960
Average
Yes
Rarely
Apartment
2,949
52,106
30
Female
31,789
Single
3
Bachelor's
Unemployed
31.241444
Urban
Basic
2
8
506
8
2020-04-29 15:21:39.250151
Good
Yes
Monthly
House
24
52,107
21
Male
null
Divorced
3
PhD
Employed
16.991546
Urban
Basic
1
1
455
5
2019-11-25 15:21:39.237118
Average
Yes
Rarely
Condo
1,018
52,108
34
Male
1,523
Married
1
High School
null
8.995874
Suburban
Comprehensive
2
13
443
5
2020-05-24 15:21:39.088124
Poor
Yes
Weekly
Condo
554
52,109
23
Female
33,861
Married
null
Master's
Self-Employed
17.868027
Urban
Basic
1
12
678
5
2022-10-01 15:21:39.155231
Poor
No
Rarely
House
1,486
52,110
19
Female
26,113
Divorced
2
Master's
Unemployed
11.908989
Suburban
Premium
0
2
837
2
2020-02-15 15:21:39.209847
Poor
Yes
Rarely
Condo
1,434
52,111
26
Female
26,113
Divorced
1
PhD
Employed
44.282466
Suburban
Comprehensive
null
3
602
7
2021-10-15 15:21:39.237118
Poor
No
Daily
Condo
2,564
52,112
33
Male
9,867
Divorced
2
Master's
Unemployed
28.719316
Suburban
Comprehensive
0
12
null
6
2023-04-07 15:21:39.091080
Good
No
Monthly
House
676
52,113
30
Female
131,821
Divorced
0
PhD
Unemployed
29.121477
Urban
Basic
2
9
null
9
2023-12-25 15:21:39.155231
Poor
Yes
Weekly
Apartment
3,565
52,114
37
Male
17,140
Divorced
0
Bachelor's
Unemployed
33.574468
Suburban
Premium
1
4
782
8
2021-07-02 15:21:39.221386
Average
Yes
Daily
House
1,543
52,115
56
Female
12,984
Married
1
Master's
Employed
53.083629
Rural
Basic
null
19
646
2
2021-12-09 15:21:39.132191
Poor
No
Rarely
House
26
52,116
32
Male
40,753
Single
2
Master's
null
11.735451
Rural
Comprehensive
null
17
742
1
2023-02-16 15:21:39.246098
Average
Yes
Daily
Apartment
1,178
52,117
56
Male
25,602
Single
0
Master's
Unemployed
39.637505
Suburban
Premium
null
12
null
9
2020-12-18 15:21:39.086123
Average
No
Rarely
Apartment
1,152
52,118
36
Male
8,640
Married
4
Master's
null
26.829611
Suburban
Premium
0
15
null
2
2023-12-03 15:21:39.124659
Good
No
Weekly
House
1,841
52,119
54
Male
2,478
Married
0
Master's
Employed
25.540926
Urban
Premium
null
7
336
7
2021-12-20 15:21:39.169102
Average
No
Weekly
Apartment
48
52,120
36
Female
45,754
Divorced
3
PhD
Employed
34.184043
Urban
Comprehensive
1
10
492
4
2022-10-26 15:21:39.261856
Poor
Yes
Rarely
House
739
52,121
53
Male
45,674
Divorced
3
Bachelor's
Unemployed
26.420085
Urban
Basic
0
19
318
5
2024-07-02 15:21:39.171102
null
Yes
Daily
Apartment
1,277
52,122
30
Male
null
Divorced
4
High School
null
21.764226
Rural
Premium
0
13
734
3
2020-03-08 15:21:39.273973
Poor
Yes
Monthly
Apartment
302
52,123
50
Male
674
Married
2
High School
null
44.131179
Rural
Comprehensive
0
13
489
1
2019-12-09 15:21:39.237118
Average
No
Monthly
Apartment
1,705
52,124
41
Female
35,239
Married
1
PhD
Unemployed
11.838148
Suburban
Comprehensive
0
3
522
4
2022-10-24 15:21:39.175719
Average
Yes
Monthly
Apartment
1,737
52,125
63
Female
3,673
Single
4
High School
Employed
46.525819
Urban
Basic
0
9
503
4
2021-03-03 15:21:39.093681
Poor
Yes
Rarely
Apartment
2,747
52,126
21
Male
96,413
Divorced
0
PhD
Self-Employed
23.912663
Rural
Premium
2
8
734
5
2020-04-01 15:21:39.093681
Average
Yes
Monthly
Apartment
2,222
52,127
22
Female
56,764
Divorced
2
Bachelor's
null
39.464628
Rural
Basic
1
10
442
2
2021-02-19 15:21:39.144722
Average
Yes
Monthly
Condo
450
52,128
19
Female
51,593
Divorced
4
PhD
Employed
51.895342
Urban
Basic
1
18
462
8
2023-04-28 15:21:39.265513
Good
Yes
Monthly
House
2,156
52,129
24
Female
10,106
Married
0
Bachelor's
Unemployed
35.509499
Urban
Premium
0
5
785
3
2022-06-08 15:21:39.181605
Average
No
Monthly
Condo
596
52,130
49
Female
13,734
Divorced
4
High School
null
50.858424
Rural
Comprehensive
null
4
623
1
2020-10-26 15:21:39.100695
Good
No
Monthly
House
4,801
52,131
52
Female
49,548
Divorced
4
Master's
Employed
16.988111
Urban
Premium
null
0
501
3
2023-12-09 15:21:39.169102
Average
Yes
Daily
House
1,866
52,132
60
Female
20,303
Married
4
High School
null
32.944973
Rural
Comprehensive
2
6
802
6
2020-08-20 15:21:39.226954
Good
Yes
Rarely
Apartment
471
52,133
43
Male
17,097
Divorced
0
Master's
null
17.168973
Suburban
Basic
0
5
838
6
2023-08-18 15:21:39.237118
Poor
No
Daily
House
706
52,134
30
Female
37,156
Divorced
0
High School
Employed
10.859073
Rural
Premium
2
0
791
5
2021-06-12 15:21:39.092127
Good
Yes
Monthly
House
753
52,135
53
Male
null
null
0
PhD
Unemployed
null
Suburban
Comprehensive
1
13
378
2
2024-05-10 15:21:39.263607
Average
Yes
Daily
House
2,874
52,136
43
Female
66,522
Divorced
1
High School
Employed
null
Urban
Premium
0
2
454
1
2021-03-05 15:21:39.219432
Poor
Yes
Daily
Apartment
1,484
52,137
51
Male
43,813
Single
null
Master's
Self-Employed
null
Suburban
Basic
1
4
558
9
2024-02-17 15:21:39.268507
Poor
No
Rarely
Condo
30
52,138
40
Male
19,908
Single
1
Master's
null
14.773782
Urban
Basic
1
0
718
3
2024-04-16 15:21:39.185215
Poor
Yes
Rarely
Apartment
586
52,139
21
Male
54,954
Married
0
PhD
Unemployed
48.658048
Urban
Comprehensive
2
12
456
6
2024-02-05 15:21:39.186212
Average
Yes
Rarely
Condo
1,487
52,140
51
Female
1,332
Single
2
High School
Unemployed
16.64268
Urban
Comprehensive
1
4
463
7
2021-09-21 15:21:39.132191
Average
Yes
Rarely
House
3,138
52,141
52
Female
null
Married
0
Bachelor's
Employed
51.414879
Rural
Premium
null
7
578
3
2023-07-25 15:21:39.237118
Average
No
Daily
Apartment
1,190
52,142
28
Male
17,838
Single
0
PhD
Employed
21.69798
Rural
Comprehensive
null
13
696
6
2022-04-10 15:21:39.134960
Poor
No
Monthly
House
704
52,143
43
Female
25,404
Single
4
Bachelor's
null
11.058741
Suburban
Basic
1
12
796
4
2019-09-15 15:21:39.165120
Poor
Yes
Daily
House
954
52,144
34
Male
26,850
Single
1
Master's
null
17.865491
Suburban
Basic
null
14
739
3
2024-08-12 15:21:39.203442
Good
No
Rarely
Condo
3,156
52,145
42
Male
null
Divorced
0
PhD
Employed
null
Rural
Basic
null
9
449
2
2022-11-20 15:21:39.134960
Good
No
Daily
Apartment
631
52,146
57
Male
12,632
Single
4
High School
Self-Employed
17.123815
Suburban
Comprehensive
1
2
671
9
2024-07-27 15:21:39.134960
Good
Yes
Daily
House
1,206
52,147
null
Male
12,984
Divorced
4
Master's
Self-Employed
18.992251
Rural
Premium
2
1
564
3
2022-12-24 15:21:39.261856
Poor
Yes
Rarely
Condo
497
52,148
61
Male
64,882
null
2
Master's
Self-Employed
17.619358
Urban
Basic
1
4
470
1
2021-08-08 15:21:39.131192
Good
No
Weekly
Apartment
1,257
52,149
22
Female
9,839
Divorced
4
PhD
Employed
25.75492
Suburban
Basic
0
8
834
9
2023-11-04 15:21:39.081504
Average
Yes
Daily
House
687
52,150
29
Male
6,909
Single
1
Bachelor's
Employed
16.948587
Urban
Comprehensive
0
19
699
5
2022-08-30 15:21:39.134960
Average
Yes
Weekly
Apartment
1,029
52,151
34
Female
45,652
Divorced
3
Master's
null
22.772495
Urban
Basic
1
16
674
6
2020-01-15 15:21:39.237118
Poor
No
Monthly
House
27
52,152
46
Female
15,107
Married
1
High School
null
28.140969
Suburban
Basic
null
13
790
1
2021-05-30 15:21:39.174719
Average
Yes
Rarely
House
710
52,153
23
Male
15,123
Divorced
0
Bachelor's
Unemployed
32.633172
Urban
Basic
1
17
null
9
2020-04-22 15:21:39.133866
Average
Yes
Monthly
House
496
52,154
36
Male
14,079
Divorced
1
PhD
Self-Employed
23.764429
Suburban
Premium
null
0
326
1
2021-11-25 15:21:39.111551
Average
Yes
Weekly
Apartment
958
52,155
55
Male
48,850
Divorced
3
Master's
null
16.979178
Suburban
Basic
0
5
351
8
2024-06-30 15:21:39.155231
Good
No
Rarely
Apartment
803
52,156
59
Male
20,287
Married
0
PhD
Unemployed
26.37372
Suburban
Premium
1
1
null
3
2022-02-27 15:21:39.111551
Poor
No
Daily
Apartment
846
52,157
60
Male
18,059
Single
1
Bachelor's
Unemployed
32.68244
Suburban
Basic
null
15
508
2
2023-07-07 15:21:39.134960
Average
Yes
Weekly
Apartment
1,149
52,158
41
Female
4,088
Married
4
PhD
Self-Employed
11.052434
Suburban
Premium
3
3
722
6
2020-06-16 15:21:39.122134
Poor
No
Weekly
Condo
1,173
52,159
60
Male
2,906
Divorced
4
High School
Self-Employed
48.876201
Urban
Comprehensive
0
4
765
6
2022-04-26 15:21:39.257696
null
No
Daily
House
2,200
52,160
23
Male
122,962
Married
2
Bachelor's
Self-Employed
20.102405
Suburban
Basic
0
6
616
1
2020-08-24 15:21:39.194829
Good
No
Monthly
Apartment
399
52,161
27
Male
121,952
Married
0
Master's
null
null
Rural
Comprehensive
0
6
716
6
2021-04-10 15:21:39.259788
Good
Yes
Monthly
House
2,178
52,162
19
Male
9,678
Married
3
PhD
Self-Employed
43.482346
Suburban
Premium
2
19
null
5
2022-03-25 15:21:39.101733
Poor
No
Monthly
House
109
52,163
26
Male
58,967
Single
0
PhD
null
33.923908
Suburban
Basic
0
6
329
6
2020-11-05 15:21:39.134960
Average
No
Daily
House
1,604
52,164
64
Female
57,504
Single
2
PhD
Self-Employed
8.948862
Rural
Premium
2
10
584
6
2024-04-23 15:21:39.134960
Good
No
Weekly
Apartment
2,221
52,165
58
Male
952
Divorced
2
PhD
null
12.002733
Urban
Basic
1
7
392
7
2022-04-15 15:21:39.274993
Average
Yes
Daily
Apartment
931
52,166
28
Female
35,754
Married
2
PhD
Employed
14.887869
Suburban
Premium
null
19
636
6
2022-06-10 15:21:39.155231
Good
No
Rarely
Apartment
1,168
52,167
35
Female
40,138
Single
2
High School
null
32.927449
Rural
Comprehensive
0
10
796
3
2020-08-30 15:21:39.245086
Average
Yes
Weekly
House
2,597
52,168
30
Female
5,546
Married
4
PhD
Employed
35.726668
Suburban
Basic
1
16
null
4
2024-05-03 15:21:39.287115
Average
No
Monthly
Apartment
1,394
52,169
61
Male
74,572
Married
3
Master's
Self-Employed
20.591347
Urban
Premium
1
8
677
6
2022-10-08 15:21:39.285112
Good
No
Monthly
Condo
130
52,170
45
Female
55,604
Divorced
2
High School
Unemployed
19.91466
Suburban
Comprehensive
1
14
451
1
2021-11-19 15:21:39.278402
Poor
No
Rarely
Apartment
855
52,171
49
Male
null
Divorced
0
Master's
Employed
29.053901
Urban
Comprehensive
1
4
301
6
2023-07-28 15:21:39.109552
Poor
No
Monthly
House
1,333
52,172
56
Female
44,964
Divorced
4
High School
Employed
11.940502
Rural
Comprehensive
null
13
607
5
2022-06-08 15:21:39.174719
Good
No
Daily
House
1,211
52,173
23
Female
38,323
Married
1
PhD
Employed
14.927921
Suburban
Comprehensive
0
4
584
1
2021-01-22 15:21:39.171102
Good
No
Rarely
Condo
912
52,174
27
Male
40,415
Single
4
Master's
Unemployed
19.811811
Rural
Premium
0
8
757
8
2019-09-04 15:21:39.085129
Average
Yes
Monthly
Condo
177
52,175
55
Female
6,920
Divorced
3
Bachelor's
Self-Employed
5.913956
Suburban
Basic
null
4
541
8
2020-04-27 15:21:39.134960
Average
No
Monthly
Apartment
647
52,176
35
Male
92,326
Married
4
Master's
Unemployed
46.547155
Rural
Comprehensive
2
15
748
6
2023-03-02 15:21:39.149731
Average
Yes
Monthly
Condo
3,036
52,177
61
Female
73,284
null
2
Bachelor's
Unemployed
33.822901
Suburban
Basic
0
14
419
9
2021-11-28 15:21:39.264504
Good
No
Monthly
Apartment
1,072
52,178
48
Female
11,993
Married
3
High School
Unemployed
6.888008
Urban
Basic
null
1
754
2
2022-01-10 15:21:39.254678
Good
Yes
Weekly
Condo
813
52,179
56
Female
13,792
Divorced
1
Master's
Employed
22.935536
Urban
Premium
null
6
575
9
2023-11-24 15:21:39.155231
Good
No
Monthly
Apartment
2,584
52,180
45
Male
null
Single
4
High School
Unemployed
21.814017
Urban
Premium
0
3
326
6
2023-12-19 15:21:39.176717
Average
No
Monthly
Apartment
1,544
52,181
43
Male
340
Divorced
4
Master's
null
25.987554
Rural
Premium
null
9
621
8
2020-01-05 15:21:39.149731
Average
No
Monthly
Apartment
3,510
52,182
38
Male
54,764
Single
3
High School
Employed
30.352122
Rural
Comprehensive
0
15
null
1
2024-08-06 15:21:39.134819
Good
No
Daily
Condo
228
52,183
28
Female
30,736
Divorced
1
PhD
Employed
21.311314
Urban
Basic
1
11
402
4
2020-04-26 15:21:39.263607
Good
No
Daily
Apartment
780
52,184
54
Female
14,084
Divorced
1
Master's
null
33.816591
Suburban
Premium
1
16
519
8
2023-05-16 15:21:39.155231
Poor
No
Weekly
Condo
442
52,185
38
Male
67,135
Single
null
Bachelor's
Unemployed
31.812309
Urban
Basic
1
15
325
8
2023-01-01 15:21:39.222387
Average
Yes
Weekly
Condo
1,118
52,186
46
Female
null
Single
3
High School
Employed
22.082201
Suburban
Premium
0
16
318
8
2021-12-16 15:21:39.134960
Average
Yes
Daily
House
785
52,187
61
Male
97,592
null
0
High School
Self-Employed
23.837204
Suburban
Basic
null
13
569
4
2019-10-03 15:21:39.134960
Good
Yes
Daily
House
609
52,188
45
Male
27,116
Single
2
High School
null
null
Urban
Premium
0
1
null
1
2020-05-27 15:21:39.155231
Poor
No
Daily
House
539
52,189
38
Male
7,087
Married
2
Bachelor's
Employed
28.907265
Urban
Basic
1
15
843
5
2023-05-07 15:21:39.134960
Poor
No
Daily
Apartment
693
52,190
56
Female
26,481
Divorced
0
Master's
null
40.172578
Suburban
Premium
null
10
578
5
2021-04-25 15:21:39.171102
Average
No
Daily
Condo
2,728
52,191
47
Male
7,988
Single
4
Master's
Unemployed
41.078687
Urban
Comprehensive
null
8
826
1
2021-02-20 15:21:39.289099
Average
Yes
Rarely
Apartment
572
52,192
22
Female
38,312
Divorced
null
Master's
Self-Employed
12.174542
Rural
Comprehensive
1
15
313
2
2020-05-21 15:21:39.184157
Good
No
Weekly
Apartment
1,741
52,193
57
Male
57,586
Divorced
2
Master's
null
27.794206
Rural
Basic
null
1
472
2
2021-02-27 15:21:39.208842
Good
Yes
Monthly
Apartment
414
52,194
44
Male
20,684
Divorced
4
High School
Unemployed
47.753421
Urban
Premium
1
8
324
9
2024-03-18 15:21:39.123711
null
Yes
Monthly
Apartment
1,354
52,195
61
Female
31,815
Divorced
1
High School
Self-Employed
26.248826
Suburban
Comprehensive
0
1
480
4
2020-11-29 15:21:39.134960
Good
No
Rarely
Condo
2,074
52,196
38
Female
1,772
Divorced
4
Master's
Unemployed
24.637307
Rural
Premium
1
17
779
2
2023-08-09 15:21:39.147735
Average
No
Weekly
Apartment
379
52,197
62
Female
51,435
Divorced
4
High School
Unemployed
8.152475
Urban
Comprehensive
null
1
504
7
2021-03-29 15:21:39.172097
Average
No
Weekly
Condo
2,233
52,198
55
Female
19,512
Single
4
PhD
null
43.937295
Urban
Comprehensive
null
16
334
9
2020-03-12 15:21:39.175719
Poor
No
Weekly
Apartment
772
52,199
49
Female
52,716
Married
3
Bachelor's
null
42.846109
Rural
Comprehensive
null
12
null
1
2024-03-27 15:21:39.232526
Poor
Yes
Rarely
Condo
395