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
4,100
23
Female
6,964
Single
3
PhD
Self-Employed
21.86876
Rural
Comprehensive
null
9
796
3
2021-03-09 15:21:39.179186
Average
No
Monthly
House
997
4,101
27
Male
117,841
Single
4
Bachelor's
null
30.749633
Rural
Comprehensive
0
12
698
6
2023-04-25 15:21:39.082499
Average
No
Rarely
Condo
347
4,102
31
Male
26,113
Married
3
Master's
Unemployed
12.827272
Rural
Comprehensive
1
1
602
8
2023-05-13 15:21:39.095696
Poor
No
Weekly
House
1,584
4,103
46
Female
15,387
Divorced
3
PhD
Employed
33.927725
Rural
Premium
0
3
382
6
2022-04-24 15:21:39.094752
Good
Yes
Daily
House
2,630
4,104
48
Female
3,852
null
1
PhD
Self-Employed
13.743286
Rural
Comprehensive
1
13
786
1
2020-12-18 15:21:39.187211
Good
Yes
Weekly
Apartment
556
4,105
47
Male
7,077
Single
2
Master's
Unemployed
10.380053
Suburban
Comprehensive
null
11
645
2
2021-06-27 15:21:39.164044
Poor
No
Weekly
Apartment
1,071
4,106
39
Male
17,096
Divorced
3
PhD
Self-Employed
18.129435
Rural
Comprehensive
0
16
551
1
2022-12-22 15:21:39.147735
Poor
No
Monthly
Condo
586
4,107
20
Female
21,415
Single
3
PhD
Self-Employed
18.65316
Urban
Comprehensive
null
18
834
7
2022-06-29 15:21:39.145732
Poor
Yes
Weekly
Apartment
184
4,108
43
Female
6,093
Single
3
PhD
Employed
23.816746
Rural
Premium
2
16
614
6
2024-02-26 15:21:39.155231
Good
No
Rarely
Apartment
1,620
4,109
33
Male
43,664
Married
0
PhD
Self-Employed
13.933294
Rural
Premium
0
16
377
7
2020-06-14 15:21:39.148733
Average
No
Monthly
House
1,275
4,110
54
Female
29,062
Divorced
2
Master's
null
31.066237
Urban
Comprehensive
0
5
652
2
2020-09-04 15:21:39.261856
null
No
Weekly
Condo
955
4,111
40
Female
25,136
Divorced
0
PhD
null
38.085727
Suburban
Premium
2
0
757
2
2021-12-10 15:21:39.081504
Good
No
Rarely
Apartment
566
4,112
34
Female
1,217
Divorced
4
PhD
Employed
4.417628
Urban
Basic
null
10
569
1
2023-10-17 15:21:39.082499
Average
No
Rarely
Apartment
2,146
4,113
43
Female
15,161
Married
3
High School
null
17.517434
Urban
Basic
null
12
483
3
2020-05-26 15:21:39.086123
Good
No
Rarely
House
894
4,114
42
Female
97,323
Divorced
2
Master's
Self-Employed
33.760664
Urban
Premium
0
4
483
2
2023-10-20 15:21:39.190215
Poor
Yes
Rarely
Condo
1,950
4,115
63
Female
34,116
Married
0
High School
Self-Employed
null
Suburban
Premium
2
7
688
4
2023-07-03 15:21:39.273973
Good
Yes
Rarely
House
1,164
4,116
59
Male
46,077
Divorced
null
PhD
null
10.417546
Urban
Basic
2
11
611
7
2024-07-28 15:21:39.125660
Good
No
Rarely
Apartment
20
4,117
41
Male
58,818
Single
null
High School
Self-Employed
38.828752
Urban
Basic
null
8
461
9
2021-09-26 15:21:39.286113
Good
No
Weekly
Condo
2,202
4,118
32
Female
28,561
Married
0
High School
null
34.13572
Suburban
Basic
null
6
647
2
2022-02-25 15:21:39.237118
Poor
No
Daily
Apartment
1,460
4,119
18
Male
52,342
Divorced
0
Bachelor's
null
36.244983
Rural
Basic
0
11
794
5
2020-06-08 15:21:39.222387
null
No
Weekly
Apartment
2,357
4,120
50
Female
44,604
Divorced
null
PhD
Unemployed
30.126901
Rural
Basic
null
9
835
3
2022-01-03 15:21:39.283783
Average
No
Monthly
Condo
619
4,121
58
Female
18,262
Single
4
PhD
null
35.037377
Suburban
Basic
0
14
628
3
2019-10-24 15:21:39.283783
Poor
No
Daily
House
1,804
4,122
47
Female
46,212
Divorced
3
Master's
Employed
15.983017
Rural
Basic
null
19
744
9
2022-03-07 15:21:39.144722
Poor
No
Weekly
Apartment
453
4,123
34
Male
3,568
Single
4
Master's
Self-Employed
33.734369
Rural
Comprehensive
1
8
432
5
2024-01-05 15:21:39.134960
Good
No
Weekly
House
111
4,124
null
Male
22,922
Married
2
High School
Unemployed
30.486464
Urban
Basic
2
0
703
7
2024-07-27 15:21:39.206847
null
Yes
Monthly
Condo
76
4,125
54
Male
123,854
Divorced
3
Master's
null
51.118401
Urban
Basic
null
11
710
2
2021-01-02 15:21:39.167099
null
No
Daily
House
853
4,126
35
Male
979
Single
0
High School
null
14.602989
Urban
Premium
2
2
657
4
2022-12-12 15:21:39.170099
Good
No
Daily
Condo
1,035
4,127
19
Male
39,072
Divorced
0
PhD
Employed
11.717254
Rural
Premium
0
18
494
4
2019-08-27 15:21:39.134960
Poor
Yes
Daily
Apartment
2,353
4,128
41
Male
2,592
Divorced
3
High School
Employed
28.15855
Rural
Basic
null
15
431
1
2021-03-03 15:21:39.155231
Poor
No
Weekly
Apartment
984
4,129
52
Male
24,129
Divorced
0
Bachelor's
Self-Employed
32.959431
Suburban
Basic
null
8
685
7
2021-07-11 15:21:39.237118
Average
No
Weekly
Condo
580
4,130
51
Male
5,363
Married
2
Bachelor's
Employed
29.934754
Rural
Premium
null
15
607
7
2022-05-12 15:21:39.235012
null
No
Weekly
House
549
4,131
31
Male
749
Married
0
PhD
null
26.285839
Suburban
Basic
null
0
501
5
2024-06-09 15:21:39.146733
Average
Yes
Rarely
House
3,855
4,132
20
Male
null
Married
0
Bachelor's
null
14.923842
Rural
Basic
1
1
635
2
2022-03-19 15:21:39.134960
Good
No
Daily
Apartment
164
4,133
40
Female
78,396
Divorced
1
High School
null
11.816129
Urban
Basic
null
1
580
4
2021-06-06 15:21:39.282785
Good
Yes
Rarely
House
322
4,134
57
Female
18,077
Single
null
High School
Self-Employed
26.887595
Urban
Comprehensive
0
8
710
8
2022-11-21 15:21:39.237118
Average
No
Daily
Condo
904
4,135
58
Male
34,995
Divorced
4
Master's
Employed
36.874752
Urban
Premium
null
15
572
4
2022-10-29 15:21:39.122134
Poor
Yes
Rarely
Condo
468
4,136
45
Female
17,382
Married
4
PhD
Unemployed
27.858679
Suburban
Premium
1
7
359
8
2020-08-31 15:21:39.134960
Average
No
Weekly
Apartment
1,326
4,137
32
Female
15,228
Divorced
4
Bachelor's
Self-Employed
29.593724
Urban
Comprehensive
0
10
null
6
2024-07-02 15:21:39.278402
Poor
No
Rarely
Condo
2,437
4,138
39
Female
50,105
Married
2
Bachelor's
Unemployed
10.890397
Suburban
Basic
1
6
814
3
2023-11-16 15:21:39.273454
Average
No
Rarely
Apartment
121
4,139
40
Female
16,248
Single
null
PhD
Self-Employed
44.268623
Urban
Comprehensive
0
7
640
6
2019-11-08 15:21:39.228521
Good
No
Monthly
Condo
1,078
4,140
31
Female
4,496
Married
1
High School
null
5.758944
Suburban
Basic
2
17
null
4
2020-04-09 15:21:39.231531
Poor
No
Daily
Apartment
1,178
4,141
55
Male
3,852
Married
1
PhD
null
6.932246
Suburban
Premium
1
17
407
2
2023-06-05 15:21:39.103944
null
No
Rarely
Apartment
241
4,142
39
Male
14,069
Single
4
PhD
Self-Employed
39.157513
Suburban
Comprehensive
0
9
573
7
2020-11-20 15:21:39.237118
Good
Yes
Daily
Apartment
805
4,143
41
Female
41,559
Single
0
Bachelor's
Unemployed
27.894508
Rural
Basic
null
8
841
4
2024-04-12 15:21:39.256696
Poor
Yes
Weekly
House
556
4,144
24
Male
15,984
Married
null
High School
Unemployed
19.956979
Suburban
Basic
0
3
null
6
2022-11-05 15:21:39.176717
Poor
No
Rarely
Apartment
1,258
4,145
52
Male
6,814
Divorced
0
Bachelor's
Self-Employed
12.627831
Suburban
Basic
null
16
736
5
2022-01-30 15:21:39.155231
null
No
Rarely
Condo
2,482
4,146
42
Female
null
Single
2
Bachelor's
null
22.326881
Urban
Comprehensive
0
7
651
2
2022-09-22 15:21:39.134960
Average
No
Daily
Apartment
234
4,147
53
Male
82,748
Married
2
Bachelor's
Self-Employed
39.099714
Suburban
Basic
null
6
420
9
2020-03-01 15:21:39.192212
Good
No
Rarely
House
558
4,148
26
Male
11,905
Married
1
High School
Unemployed
26.780164
Urban
Premium
null
7
638
8
2019-10-15 15:21:39.237118
Good
Yes
Monthly
House
736
4,149
41
Male
61,266
Single
0
PhD
Unemployed
44.919424
Suburban
Comprehensive
1
19
325
2
2023-04-19 15:21:39.181605
Average
No
Rarely
House
1,180
4,150
28
Male
43,940
Married
1
High School
Self-Employed
22.737507
Suburban
Comprehensive
0
18
744
1
2020-01-01 15:21:39.106582
Poor
Yes
Weekly
House
597
4,151
20
Male
41,003
Divorced
0
PhD
Self-Employed
8.774729
Urban
Premium
2
9
844
7
2019-12-17 15:21:39.253660
Good
Yes
Rarely
House
1,536
4,152
48
Male
4,075
Married
2
High School
Self-Employed
22.582934
Suburban
Comprehensive
0
4
756
9
2022-10-03 15:21:39.247098
null
Yes
Daily
House
542
4,153
51
Female
27,881
Married
3
High School
Unemployed
17.619395
Urban
Comprehensive
null
4
514
5
2021-01-09 15:21:39.134960
Good
No
Rarely
Apartment
546
4,154
32
Female
10,158
Married
0
Master's
null
10.096465
Suburban
Basic
0
16
793
9
2021-09-16 15:21:39.086123
Average
Yes
Monthly
Condo
454
4,155
26
Female
28,503
Married
3
PhD
Unemployed
5.085506
Suburban
Premium
null
9
675
7
2024-01-11 15:21:39.079128
Average
No
Rarely
House
537
4,156
47
Male
33,002
Divorced
1
Master's
null
21.085381
Rural
Comprehensive
1
3
751
8
2022-06-25 15:21:39.169102
Poor
No
Weekly
House
2,122
4,157
48
Female
1,359
Single
1
PhD
Employed
43.616434
Urban
Basic
null
4
671
8
2023-09-01 15:21:39.134960
Good
No
Monthly
House
1,866
4,158
53
Female
15,258
Married
4
Master's
Unemployed
51.919711
Suburban
Comprehensive
0
8
765
1
2022-03-22 15:21:39.202448
Good
No
Rarely
Apartment
822
4,159
40
Female
14,991
Single
3
Bachelor's
Employed
46.424512
Suburban
Premium
0
11
826
9
2022-06-23 15:21:39.155231
Average
Yes
Monthly
Condo
1,363
4,160
null
Female
5,821
Divorced
3
PhD
Employed
45.012859
Urban
Comprehensive
null
8
null
2
2023-04-07 15:21:39.155231
Good
No
Daily
Condo
659
4,161
29
Female
733
Divorced
3
Bachelor's
Unemployed
36.739474
Rural
Comprehensive
0
4
452
1
2020-01-30 15:21:39.219432
Average
No
Daily
Apartment
2,095
4,162
40
Male
17,227
Divorced
null
PhD
Employed
7.738533
Suburban
Comprehensive
1
8
431
9
2020-01-24 15:21:39.132191
Poor
No
Daily
Apartment
716
4,163
48
Female
55,853
Single
0
Bachelor's
Unemployed
35.084026
Rural
Basic
null
16
310
7
2021-05-07 15:21:39.237118
Good
No
Weekly
Condo
1,013
4,164
null
Male
25,863
Divorced
2
Master's
null
28.946284
Rural
Comprehensive
null
1
776
2
2020-07-03 15:21:39.134960
Poor
Yes
Daily
Condo
2,221
4,165
23
Male
21,636
Married
4
High School
Self-Employed
21.945898
Urban
Comprehensive
1
5
694
7
2024-04-06 15:21:39.245086
Average
No
Weekly
Apartment
533
4,166
49
Male
5,881
Single
3
PhD
null
24.769133
Urban
Basic
null
0
681
9
2024-06-10 15:21:39.126661
Average
No
Daily
Condo
466
4,167
23
Male
10,296
Married
2
Bachelor's
Self-Employed
13.567016
Rural
Premium
null
8
433
8
2020-06-03 15:21:39.259788
Average
Yes
Weekly
Condo
1,276
4,168
22
Female
119,713
Divorced
3
High School
Unemployed
9.123545
Rural
Comprehensive
null
5
null
2
2023-05-11 15:21:39.209847
null
No
Rarely
House
2,257
4,169
29
Female
3,720
Divorced
4
Bachelor's
Employed
18.487082
Urban
Comprehensive
null
10
442
6
2024-05-06 15:21:39.164044
Good
No
Daily
Apartment
1,756
4,170
50
Male
45,111
Married
2
High School
null
null
Suburban
Premium
null
6
null
6
2023-06-21 15:21:39.202448
Poor
Yes
Rarely
Condo
482
4,171
58
Female
1,779
Divorced
4
High School
Self-Employed
30.588835
Rural
Comprehensive
1
9
473
8
2021-04-17 15:21:39.155231
Poor
Yes
Daily
House
685
4,172
33
Male
10,024
Single
null
Bachelor's
Unemployed
11.735471
Rural
Premium
null
1
301
1
2020-07-22 15:21:39.110557
Poor
Yes
Daily
House
1,474
4,173
25
Female
46,210
Divorced
3
Master's
Employed
28.057906
Rural
Basic
null
5
373
6
2020-03-18 15:21:39.096739
Good
Yes
Monthly
Condo
438
4,174
53
Female
102,343
Single
4
PhD
Employed
20.923351
Urban
Premium
0
17
818
3
2024-03-15 15:21:39.252145
Good
No
Weekly
Condo
295
4,175
43
Female
132,956
Single
4
High School
null
49.839778
Urban
Premium
3
10
491
7
2022-12-31 15:21:39.121169
Poor
Yes
Daily
Condo
1,010
4,176
44
Female
1,435
Married
4
Bachelor's
null
26.539708
Rural
Premium
1
5
771
6
2022-02-27 15:21:39.134960
Poor
No
Monthly
House
29
4,177
43
Male
34,865
Single
4
Bachelor's
Unemployed
17.551633
Rural
Basic
2
9
null
6
2023-03-10 15:21:39.108562
Average
No
Monthly
House
1,373
4,178
19
Female
null
Single
3
PhD
Employed
20.391368
Suburban
Comprehensive
0
14
846
3
2020-12-14 15:21:39.134960
null
Yes
Monthly
House
2,088
4,179
18
Female
3,062
Married
null
High School
null
42.772629
Suburban
Comprehensive
1
18
513
3
2019-10-28 15:21:39.263607
Average
No
Weekly
Condo
467
4,180
37
Male
397
Single
2
Master's
null
25.739732
Rural
Premium
1
19
638
3
2021-08-26 15:21:39.226954
Poor
Yes
Daily
Apartment
994
4,181
51
Male
12,087
Single
3
High School
Unemployed
21.086538
Urban
Comprehensive
null
15
799
2
2020-06-16 15:21:39.152732
Good
No
Rarely
House
2,035
4,182
19
Male
16,862
Married
0
Master's
null
23.958291
Suburban
Premium
4
17
650
3
2020-08-15 15:21:39.237118
Average
No
Rarely
Condo
683
4,183
42
Male
49,395
Divorced
0
PhD
Self-Employed
20.552534
Suburban
Premium
0
12
391
5
2020-11-21 15:21:39.114118
Good
Yes
Weekly
Apartment
816
4,184
36
Male
100,988
Single
1
High School
null
36.107528
Rural
Premium
2
4
729
2
2023-02-12 15:21:39.079128
Poor
No
Rarely
Condo
250
4,185
32
Female
4,134
Divorced
2
High School
Employed
31.024826
Suburban
Premium
0
8
326
6
2022-09-27 15:21:39.184157
Average
No
Weekly
Apartment
158
4,186
46
Male
16,076
Divorced
2
PhD
Employed
24.571751
Urban
Comprehensive
0
19
775
1
2022-07-18 15:21:39.274993
Average
No
Daily
Condo
23
4,187
43
Male
27,791
Single
3
Master's
Unemployed
45.246769
Suburban
Basic
0
16
757
8
2024-02-25 15:21:39.186212
Good
Yes
Rarely
House
1,233
4,188
40
Male
20,897
Divorced
2
High School
Self-Employed
17.143657
Suburban
Premium
null
2
784
1
2020-12-22 15:21:39.209847
Average
Yes
Daily
House
742
4,189
62
Female
43,972
Married
null
Bachelor's
Employed
33.764463
Urban
Comprehensive
1
14
758
2
2023-10-27 15:21:39.086123
Poor
No
Monthly
Apartment
642
4,190
62
Male
64,599
Divorced
4
Master's
Self-Employed
14.182076
Rural
Premium
3
13
584
6
2024-05-02 15:21:39.154008
Good
No
Rarely
Apartment
2,186
4,191
33
Male
94,561
Single
2
Bachelor's
null
29.29138
Suburban
Comprehensive
1
12
422
9
2022-06-26 15:21:39.188220
Average
Yes
Rarely
Apartment
1,484
4,192
43
Female
4,901
Divorced
1
Master's
null
30.14482
Urban
Comprehensive
1
0
442
9
2019-09-21 15:21:39.219432
Good
Yes
Weekly
Condo
3,086
4,193
59
Female
28,666
Single
0
Bachelor's
null
11.974084
Urban
Basic
2
12
420
8
2022-11-25 15:21:39.260856
Poor
Yes
Monthly
House
591
4,194
43
Female
26,320
Divorced
1
Master's
Employed
26.055863
Rural
Premium
0
0
795
2
2020-05-10 15:21:39.083497
Average
Yes
Weekly
Apartment
1,009
4,195
42
Female
22,726
Single
2
Bachelor's
Unemployed
32.071514
Rural
Comprehensive
0
2
575
5
2020-10-31 15:21:39.217387
Average
No
Monthly
Condo
684
4,196
42
Male
46,713
Divorced
0
Bachelor's
Unemployed
6.893212
Urban
Comprehensive
2
12
762
4
2022-11-24 15:21:39.155231
Average
No
Daily
Condo
2,493
4,197
56
Female
14,347
Married
0
Bachelor's
null
11.555067
Urban
Premium
1
2
null
8
2021-11-10 15:21:39.155231
Average
Yes
Monthly
Condo
719
4,198
36
Male
38,761
Married
2
Bachelor's
Employed
22.684444
Rural
Basic
0
13
null
1
2023-12-10 15:21:39.149731
Good
Yes
Monthly
Apartment
709
4,199
60
Male
null
Married
0
PhD
Self-Employed
40.223058
Suburban
Basic
0
19
359
8
2021-04-10 15:21:39.264504
Poor
No
Rarely
Condo
1,768