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
42,100
32
Male
8,175
Married
null
High School
Self-Employed
37.879094
Suburban
Basic
null
5
null
2
2023-10-15 15:21:39.237118
Average
Yes
Monthly
Condo
1,528
42,101
43
Male
18,280
Single
2
Bachelor's
null
42.173708
Urban
Premium
1
14
704
3
2022-11-03 15:21:39.155231
Good
Yes
Daily
Apartment
1,293
42,102
42
Male
61,804
Divorced
2
PhD
Employed
null
Suburban
Comprehensive
3
5
781
4
2022-02-16 15:21:39.166062
Average
No
Rarely
Apartment
709
42,103
37
Male
811
Divorced
1
Bachelor's
Self-Employed
31.717084
Urban
Comprehensive
0
17
519
3
2020-07-23 15:21:39.213373
Good
No
Weekly
Apartment
307
42,104
29
Male
4,077
Divorced
3
PhD
Unemployed
28.466789
Suburban
Premium
1
0
710
9
2023-12-22 15:21:39.113566
Average
No
Daily
House
2,694
42,105
59
Female
17,774
Divorced
0
Bachelor's
Self-Employed
25.039744
Urban
Premium
0
5
798
1
2020-09-12 15:21:39.155231
Average
Yes
Rarely
Apartment
828
42,106
31
Female
7,270
Single
2
High School
null
27.869865
Urban
Basic
0
7
448
5
2021-04-03 15:21:39.102694
Poor
No
Monthly
House
465
42,107
63
Male
94,710
Single
1
Master's
Self-Employed
16.818668
Suburban
Basic
null
11
589
6
2023-01-15 15:21:39.186212
Good
No
Daily
Condo
248
42,108
37
Female
84,843
Divorced
4
Bachelor's
null
24.207427
Rural
Basic
1
16
417
5
2021-08-15 15:21:39.265513
Average
Yes
Rarely
Apartment
1,326
42,109
63
Male
40,322
Married
2
PhD
Unemployed
14.261087
Suburban
Basic
1
6
null
6
2022-07-15 15:21:39.202448
Average
No
Rarely
House
470
42,110
25
Female
31,003
Single
4
High School
null
32.398521
Suburban
Basic
0
9
557
4
2021-01-17 15:21:39.089116
Good
Yes
Weekly
Condo
1,019
42,111
61
Female
122,339
Single
4
Bachelor's
Employed
18.749503
Suburban
Comprehensive
1
8
757
9
2022-02-13 15:21:39.092127
Poor
No
Monthly
Condo
57
42,112
50
Male
83,581
Single
4
PhD
null
9.676802
Urban
Comprehensive
2
9
554
5
2023-03-26 15:21:39.155231
Good
No
Monthly
Condo
2,341
42,113
22
Female
20,152
Divorced
null
High School
null
9.955443
Urban
Basic
0
0
386
1
2022-08-13 15:21:39.182597
Poor
Yes
Rarely
Condo
1,315
42,114
20
Female
12,430
Single
0
Master's
Self-Employed
7.569343
Urban
Basic
0
17
679
7
2020-08-01 15:21:39.182597
Average
Yes
Weekly
House
20
42,115
19
Female
6,097
Divorced
4
PhD
Self-Employed
38.171661
Suburban
Comprehensive
null
2
709
8
2024-03-30 15:21:39.200452
null
Yes
Weekly
House
168
42,116
29
Male
4,900
Single
1
Master's
null
null
Urban
Basic
2
17
595
3
2020-09-28 15:21:39.250151
Poor
No
Weekly
Apartment
431
42,117
62
Male
5,852
Single
1
Bachelor's
null
10.59893
Suburban
Premium
1
15
758
8
2022-04-20 15:21:39.236064
Average
No
Monthly
Condo
1,196
42,118
52
Male
70,920
Married
3
Bachelor's
Unemployed
11.362122
Suburban
Premium
0
8
713
9
2020-09-30 15:21:39.248098
Good
Yes
Monthly
House
407
42,119
39
Male
80,559
Married
4
Master's
null
12.58361
Urban
Premium
0
15
682
4
2022-01-08 15:21:39.196387
Average
No
Weekly
House
121
42,120
33
Female
null
Single
2
High School
null
26.818584
Urban
Comprehensive
0
3
402
6
2021-10-09 15:21:39.121169
Average
Yes
Weekly
Condo
3,345
42,121
50
Male
28,561
Single
0
Master's
null
14.959761
Urban
Premium
1
12
486
1
2022-01-28 15:21:39.130190
Average
Yes
Weekly
Condo
1,116
42,122
33
Female
24,192
Single
3
Bachelor's
Employed
18.916435
Suburban
Premium
1
7
760
6
2020-06-29 15:21:39.081504
Poor
No
Daily
House
2,356
42,123
56
Female
69,979
Married
4
Master's
null
17.156656
Suburban
Premium
2
11
532
5
2022-12-05 15:21:39.180553
Poor
No
Monthly
Apartment
393
42,124
59
Female
11,733
Single
null
Bachelor's
Unemployed
14.982592
Rural
Basic
1
4
540
4
2020-09-09 15:21:39.258696
Good
No
Weekly
Apartment
562
42,125
20
Female
17,408
Married
null
PhD
Self-Employed
24.488619
Urban
Premium
0
5
679
2
2023-11-22 15:21:39.193945
Poor
No
Weekly
Apartment
1,283
42,126
27
Female
12,094
Divorced
3
PhD
Employed
3.917085
Urban
Comprehensive
1
1
673
3
2022-08-04 15:21:39.269494
Average
Yes
Weekly
Condo
562
42,127
39
Male
122,181
Married
4
PhD
Self-Employed
26.936663
Urban
Comprehensive
null
15
737
8
2020-06-06 15:21:39.267454
Poor
No
Rarely
House
122
42,128
25
Male
7,982
Divorced
0
PhD
null
9.485939
Urban
Premium
null
3
725
7
2021-11-20 15:21:39.134960
Average
Yes
Weekly
Condo
1,088
42,129
25
Male
134,445
Single
null
Bachelor's
Employed
25.363677
Suburban
Premium
1
6
null
6
2020-08-02 15:21:39.191219
Good
Yes
Weekly
Condo
264
42,130
32
Female
60,587
Divorced
3
High School
Self-Employed
31.835235
Urban
Basic
0
15
438
9
2024-01-01 15:21:39.237118
Good
Yes
Monthly
Apartment
2,102
42,131
25
Male
121,783
Single
4
PhD
Unemployed
null
Rural
Comprehensive
1
3
794
6
2022-12-24 15:21:39.271453
Average
Yes
Weekly
Apartment
2,567
42,132
51
Male
71,432
Single
1
Master's
Self-Employed
null
Urban
Comprehensive
0
15
783
5
2022-01-09 15:21:39.283783
Poor
No
Rarely
Condo
1,844
42,133
36
Female
1,422
Divorced
2
Master's
Unemployed
21.817008
Urban
Basic
1
11
791
7
2021-05-27 15:21:39.092127
Poor
No
Monthly
House
29
42,134
null
Female
25,642
Married
null
Master's
null
20.593307
Rural
Comprehensive
null
15
646
9
2022-12-11 15:21:39.283783
Poor
No
Weekly
House
483
42,135
62
Female
74,889
Divorced
4
PhD
Self-Employed
10.17079
Rural
Comprehensive
null
14
431
6
2021-08-17 15:21:39.155231
Poor
No
Rarely
House
912
42,136
28
Female
18,778
Married
3
PhD
Unemployed
11.726299
Urban
Basic
1
0
null
8
2020-01-04 15:21:39.134960
Poor
Yes
Weekly
Apartment
925
42,137
30
Male
1,028
Divorced
null
PhD
Self-Employed
33.036781
Suburban
Premium
null
9
509
4
2021-12-18 15:21:39.087123
Poor
No
Rarely
House
906
42,138
46
Male
24,761
Divorced
0
High School
Unemployed
33.790588
Urban
Comprehensive
1
6
582
3
2021-09-29 15:21:39.155231
Poor
Yes
Daily
House
2,333
42,139
25
Female
9,078
Married
3
High School
Unemployed
43.390845
Rural
Basic
1
9
644
4
2022-06-22 15:21:39.096739
Average
Yes
Weekly
House
755
42,140
64
Female
149,033
Divorced
0
Master's
Unemployed
41.552335
Suburban
Comprehensive
1
0
725
3
2020-05-19 15:21:39.086123
Poor
No
Rarely
Condo
49
42,141
56
Female
23,691
Divorced
3
PhD
Self-Employed
27.723267
Suburban
Premium
0
10
789
8
2022-11-06 15:21:39.173834
Good
Yes
Daily
Apartment
1,653
42,142
51
Female
95,472
Married
2
Master's
Unemployed
21.806537
Rural
Comprehensive
null
0
346
5
2023-08-25 15:21:39.264504
Average
No
Weekly
Apartment
510
42,143
64
Female
4,868
Married
2
Bachelor's
null
31.093049
Rural
Premium
null
11
545
2
2021-05-06 15:21:39.090124
Average
No
Daily
House
39
42,144
50
Female
37,329
Single
4
High School
Employed
22.450162
Urban
Comprehensive
0
16
null
8
2020-10-12 15:21:39.172097
Average
No
Daily
Condo
582
42,145
35
Male
76,494
Single
4
PhD
Self-Employed
null
Urban
Comprehensive
3
7
490
3
2019-10-10 15:21:39.193945
null
Yes
Weekly
Apartment
2,716
42,146
22
Female
62,643
Single
1
High School
null
53.824188
Suburban
Basic
2
15
809
6
2020-11-03 15:21:39.228521
Average
No
Daily
Condo
954
42,147
47
Female
6,862
Married
0
PhD
Unemployed
23.058865
Rural
Premium
1
6
380
2
2023-05-17 15:21:39.096739
Average
Yes
Rarely
Condo
456
42,148
48
Female
137,518
Divorced
2
High School
Self-Employed
8.784946
Urban
Premium
3
16
351
4
2024-04-21 15:21:39.249100
Good
No
Weekly
Condo
2,904
42,149
57
Male
30,625
Single
3
High School
Unemployed
27.926923
Rural
Premium
1
2
400
2
2021-05-31 15:21:39.131192
Average
No
Daily
House
1,917
42,150
37
Male
18,759
Married
2
Bachelor's
Self-Employed
43.590832
Rural
Premium
0
13
749
7
2021-09-24 15:21:39.285112
Average
No
Weekly
House
563
42,151
29
Male
27,002
Divorced
3
Master's
Self-Employed
22.719909
Suburban
Premium
1
2
727
8
2023-01-01 15:21:39.283783
Poor
Yes
Monthly
House
1,310
42,152
20
Male
20,720
Married
null
Bachelor's
Employed
44.164811
Urban
Premium
1
6
null
2
2024-05-17 15:21:39.143708
Poor
No
Weekly
Condo
647
42,153
58
Male
26,100
Single
3
High School
Employed
24.338945
Rural
Comprehensive
null
18
662
4
2020-06-04 15:21:39.228521
Poor
Yes
Rarely
House
813
42,154
50
Male
7,492
Divorced
1
High School
Employed
24.955947
Suburban
Comprehensive
0
4
315
6
2023-04-14 15:21:39.092127
Average
Yes
Rarely
Apartment
780
42,155
62
Female
3,160
Divorced
0
High School
Unemployed
14.883978
Rural
Premium
1
18
505
8
2023-04-13 15:21:39.092127
Average
Yes
Weekly
Apartment
1,421
42,156
41
Female
84,029
Single
4
PhD
Self-Employed
37.67019
Urban
Comprehensive
1
9
null
3
2021-09-25 15:21:39.122134
null
No
Rarely
Condo
304
42,157
44
Male
604
Single
4
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
11
null
2
2022-01-17 15:21:39.155231
Good
Yes
Weekly
Condo
671
42,158
30
Female
1,365
Married
0
Bachelor's
null
24.059637
Urban
Comprehensive
0
3
513
8
2023-10-08 15:21:39.155231
Good
Yes
Daily
Condo
24
42,159
42
Male
15,198
Divorced
1
PhD
Employed
30.29982
Rural
Premium
0
8
749
2
2024-08-01 15:21:39.252145
Good
No
Rarely
Apartment
939
42,160
31
Male
3,646
Divorced
4
PhD
Self-Employed
4.711549
Rural
Basic
0
13
null
7
2020-06-22 15:21:39.164044
Poor
Yes
Weekly
House
337
42,161
48
Male
8,514
Married
0
Master's
Unemployed
32.362684
Suburban
Basic
1
15
null
5
2021-10-29 15:21:39.115178
Good
No
Monthly
Condo
828
42,162
34
Male
null
Married
null
Master's
Self-Employed
17.829758
Suburban
Comprehensive
1
15
350
8
2021-01-28 15:21:39.155231
Poor
Yes
Monthly
Condo
1,048
42,163
30
Male
46,479
Divorced
0
Bachelor's
Unemployed
16.560902
Urban
Basic
1
8
644
7
2024-04-21 15:21:39.260856
Good
No
Monthly
Condo
280
42,164
35
Male
10,888
Married
0
Master's
null
42.957114
Suburban
Basic
null
13
764
9
2021-05-18 15:21:39.207847
Average
No
Monthly
Apartment
1,223
42,165
39
Female
16,058
Divorced
1
PhD
Unemployed
19.12116
Urban
Comprehensive
2
11
null
6
2019-11-26 15:21:39.120168
Good
No
Rarely
Condo
845
42,166
57
Female
4,735
Married
1
Master's
Unemployed
47.947138
Rural
Comprehensive
1
18
749
3
2021-04-14 15:21:39.226954
null
No
Monthly
House
588
42,167
36
Female
9,072
Single
2
Master's
Unemployed
10.225531
Urban
Comprehensive
0
7
495
5
2024-08-09 15:21:39.219432
Poor
Yes
Monthly
Apartment
2,478
42,168
47
Female
1,337
Married
0
High School
Self-Employed
47.632303
Suburban
Basic
null
1
780
9
2020-04-05 15:21:39.221386
Poor
No
Daily
Condo
2,355
42,169
50
Male
43,834
Divorced
2
High School
Employed
37.928334
Urban
Premium
0
18
554
8
2021-05-14 15:21:39.132191
Poor
Yes
Monthly
Condo
573
42,170
64
Female
null
Single
0
Master's
null
40.836651
Rural
Comprehensive
0
0
311
4
2024-02-05 15:21:39.124659
Good
No
Rarely
House
311
42,171
54
Female
1,010
Single
0
Bachelor's
Employed
11.769416
Rural
Premium
null
0
442
3
2024-02-22 15:21:39.283783
Average
No
Rarely
House
749
42,172
30
Female
24,981
Single
1
Master's
null
9.851479
Rural
Basic
null
13
673
1
2021-03-10 15:21:39.134960
Poor
Yes
Weekly
House
714
42,173
62
Male
17,389
Married
1
PhD
Self-Employed
10.274775
Urban
Premium
null
4
null
8
2023-10-16 15:21:39.251142
Average
Yes
Weekly
Apartment
672
42,174
41
Male
15,667
Single
4
Master's
Employed
27.939275
Urban
Premium
1
3
484
7
2024-07-08 15:21:39.151732
Good
Yes
Rarely
Condo
30
42,175
49
Female
10,045
Married
2
PhD
Self-Employed
30.945997
Rural
Basic
1
5
684
8
2021-04-02 15:21:39.155231
Poor
Yes
Rarely
Condo
946
42,176
31
Male
37,458
Married
2
High School
Unemployed
31.844805
Suburban
Premium
null
15
732
8
2020-02-22 15:21:39.173834
Poor
Yes
Daily
House
3,729
42,177
51
Male
3,423
Single
2
Bachelor's
Unemployed
31.629748
Suburban
Premium
null
14
376
5
2023-06-14 15:21:39.193945
Good
Yes
Weekly
House
998
42,178
38
Female
89,046
Single
2
PhD
Employed
33.633851
Urban
Comprehensive
1
19
508
1
2024-06-23 15:21:39.120168
Poor
No
Weekly
Apartment
341
42,179
53
Male
86,616
Single
null
PhD
null
26.08746
Suburban
Basic
1
11
446
6
2023-09-15 15:21:39.086123
Average
No
Rarely
Apartment
2,064
42,180
63
Male
16,285
Divorced
null
Master's
Employed
10.818861
Suburban
Premium
0
19
602
7
2021-03-26 15:21:39.080440
Average
Yes
Weekly
Condo
34
42,181
51
Male
26,863
Divorced
4
High School
Employed
23.265854
Urban
Basic
0
13
839
3
2020-11-05 15:21:39.244069
Poor
Yes
Daily
Condo
2,508
42,182
31
Male
4,433
Single
3
Bachelor's
null
8.93568
Urban
Premium
3
15
420
5
2023-01-11 15:21:39.174719
Poor
No
Rarely
House
941
42,183
19
Male
18,113
Divorced
null
Bachelor's
null
25.523435
Rural
Comprehensive
1
19
null
7
2021-09-07 15:21:39.144722
null
No
Monthly
Condo
105
42,184
50
Male
24
Married
2
PhD
Unemployed
45.570633
Urban
Premium
1
15
430
3
2024-05-25 15:21:39.134960
Good
Yes
Rarely
Apartment
1,523
42,185
63
Male
27,897
Married
1
High School
null
17.739684
Urban
Basic
0
19
674
8
2023-04-02 15:21:39.190215
Poor
No
Weekly
Apartment
1,465
42,186
55
Male
2,673
Single
2
PhD
null
41.123001
Urban
Premium
0
3
795
4
2024-02-26 15:21:39.256696
Average
Yes
Daily
Apartment
3,135
42,187
23
Female
6,512
Divorced
1
PhD
Employed
33.847892
Suburban
Comprehensive
0
12
762
7
2024-02-08 15:21:39.134960
Poor
No
Rarely
Apartment
669
42,188
28
Male
null
Divorced
3
Master's
Unemployed
36.243612
Suburban
Basic
1
17
368
7
2021-08-29 15:21:39.237118
Good
No
Weekly
House
954
42,189
50
Male
6,856
Single
1
PhD
Unemployed
5.944278
Rural
Comprehensive
null
7
839
1
2021-03-19 15:21:39.167099
Good
No
Daily
House
509
42,190
20
Male
18,297
Divorced
4
Master's
Employed
48.108832
Suburban
Basic
null
15
397
4
2021-11-02 15:21:39.174719
Average
Yes
Monthly
House
1,137
42,191
42
Male
49,921
Married
2
Master's
Unemployed
19.146029
Urban
Comprehensive
null
8
582
1
2023-12-21 15:21:39.087123
Average
Yes
Rarely
House
367
42,192
26
Male
9,086
Single
0
High School
Employed
31.172432
Suburban
Comprehensive
1
10
683
7
2022-04-06 15:21:39.202448
Poor
No
Monthly
Apartment
379
42,193
59
Male
6,856
Single
0
High School
Unemployed
44.744458
Suburban
Comprehensive
null
14
765
8
2021-08-21 15:21:39.237118
Poor
Yes
Weekly
Condo
324
42,194
29
Female
43,989
Divorced
1
PhD
Employed
21.079484
Rural
Premium
1
17
494
4
2023-06-22 15:21:39.237118
Good
Yes
Weekly
Condo
1,377
42,195
20
Female
4,715
Divorced
4
High School
Unemployed
null
Urban
Premium
null
7
491
7
2022-09-19 15:21:39.177724
Poor
No
Weekly
Apartment
468
42,196
55
Male
4,869
Divorced
2
Bachelor's
null
32.67005
Suburban
Basic
0
8
621
2
2021-01-22 15:21:39.218388
null
Yes
Rarely
Apartment
1,079
42,197
19
Male
18,405
Married
2
PhD
null
11.564234
Urban
Basic
0
19
null
3
2021-11-07 15:21:39.282785
Poor
No
Daily
House
3,279
42,198
64
Male
16,091
Married
1
Master's
null
14.886879
Suburban
Comprehensive
1
2
634
7
2024-02-01 15:21:39.088124
Good
Yes
Monthly
House
1,816
42,199
61
Female
108,588
Married
1
High School
Self-Employed
18.154053
Suburban
Comprehensive
3
17
518
3
2024-05-15 15:21:39.084065
Good
Yes
Rarely
Condo
304