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
39,100
33
Female
16,022
Divorced
2
PhD
Employed
28.564827
Urban
Basic
null
4
500
2
2023-02-05 15:21:39.207847
Average
No
Rarely
Apartment
973
39,101
32
Male
16,863
Divorced
4
Bachelor's
Self-Employed
43.784772
Rural
Basic
1
0
645
9
2020-04-02 15:21:39.237118
Poor
Yes
Rarely
Condo
542
39,102
64
Male
5,006
Married
1
Master's
Employed
15.947268
Suburban
Comprehensive
1
2
635
9
2023-06-19 15:21:39.237118
Average
Yes
Rarely
House
1,698
39,103
23
Male
18,059
Divorced
1
High School
null
12.422812
Rural
Premium
1
4
394
6
2019-11-06 15:21:39.155231
Poor
Yes
Weekly
Apartment
726
39,104
40
Male
43,920
Divorced
0
High School
Unemployed
4.263461
Rural
Premium
2
10
817
5
2021-07-29 15:21:39.271453
Average
Yes
Monthly
Apartment
1,215
39,105
46
Female
54,699
Divorced
4
High School
Unemployed
20.153024
Urban
Premium
2
11
null
4
2020-02-20 15:21:39.269494
Average
Yes
Monthly
House
23
39,106
57
Female
10,098
Married
2
PhD
Unemployed
26.539409
Rural
Premium
0
4
632
2
2020-08-26 15:21:39.237118
Average
No
Monthly
Apartment
664
39,107
38
Male
20,006
Single
2
Master's
Self-Employed
32.187861
Suburban
Basic
null
6
null
3
2024-05-24 15:21:39.169102
Average
Yes
Weekly
Condo
207
39,108
26
Male
31,185
Married
2
Bachelor's
null
45.372866
Rural
Basic
null
3
751
4
2023-08-14 15:21:39.291118
Good
Yes
Rarely
Apartment
3,246
39,109
25
Female
25,090
Married
0
PhD
Employed
11.244863
Suburban
Comprehensive
null
1
761
1
2021-06-08 15:21:39.184157
Good
Yes
Rarely
Condo
997
39,110
35
Female
44,917
Single
1
PhD
Unemployed
23.351112
Urban
Comprehensive
0
11
652
9
2022-10-10 15:21:39.231531
Poor
No
Monthly
Condo
740
39,111
27
Male
14,073
Married
null
Master's
Unemployed
51.76446
Rural
Comprehensive
1
5
765
5
2022-06-11 15:21:39.091080
Poor
Yes
Weekly
Condo
1,476
39,112
21
Male
null
Married
0
Master's
Employed
29.934107
Urban
Basic
1
3
315
3
2024-03-28 15:21:39.233485
Good
Yes
Rarely
House
417
39,113
26
Female
13,820
Single
0
PhD
Unemployed
34.095434
Rural
Comprehensive
null
0
765
2
2021-08-25 15:21:39.155231
Good
Yes
Weekly
Condo
549
39,114
46
Female
38,588
Married
3
PhD
Employed
33.129953
Rural
Basic
null
8
null
3
2020-02-12 15:21:39.233998
Good
No
Weekly
House
241
39,115
23
Female
439
Single
4
Master's
null
34.946305
Rural
Comprehensive
4
3
691
1
2023-08-09 15:21:39.102694
Poor
No
Daily
Condo
28
39,116
21
Female
25,963
Single
2
PhD
Unemployed
13.752404
Rural
Basic
0
19
528
5
2023-06-20 15:21:39.092127
Poor
Yes
Daily
House
1,378
39,117
33
Male
27,384
Single
4
High School
null
25.189401
Urban
Premium
3
19
658
5
2020-04-05 15:21:39.082499
null
No
Daily
House
1,797
39,118
28
Female
103,925
Single
3
Bachelor's
Employed
34.152847
Rural
Premium
2
19
686
7
2024-02-27 15:21:39.237118
Average
No
Daily
Apartment
2,128
39,119
24
Male
27,881
Married
3
Master's
Self-Employed
30.704909
Suburban
Premium
0
12
null
5
2019-12-29 15:21:39.207847
Good
No
Rarely
Apartment
651
39,120
null
Male
7,059
Divorced
3
PhD
Self-Employed
32.566397
Suburban
Basic
0
12
657
7
2022-01-01 15:21:39.097737
Average
Yes
Daily
Condo
1,955
39,121
45
Male
14,962
Single
3
High School
null
22.818389
Rural
Premium
null
18
519
6
2023-04-18 15:21:39.108562
Poor
No
Rarely
House
2,144
39,122
34
Female
96,831
Divorced
0
Bachelor's
Employed
37.959962
Suburban
Basic
4
3
390
2
2020-06-15 15:21:39.134960
Average
Yes
Rarely
Condo
704
39,123
55
Male
2,954
Divorced
null
High School
Unemployed
17.558951
Urban
Basic
0
19
409
3
2023-02-02 15:21:39.271453
Good
No
Weekly
Condo
1,087
39,124
51
Female
17,579
Married
4
High School
null
null
Rural
Basic
1
17
642
7
2023-12-16 15:21:39.111551
Good
No
Weekly
House
1,161
39,125
39
Female
45,922
Single
4
Master's
null
44.567399
Rural
Premium
null
5
583
2
2024-03-21 15:21:39.188220
Good
No
Daily
Condo
27
39,126
51
Male
null
Divorced
4
Bachelor's
null
11.936293
Urban
Premium
1
5
659
3
2021-01-09 15:21:39.134960
Average
Yes
Rarely
House
397
39,127
34
Male
27,674
Single
4
Bachelor's
null
38.94331
Rural
Basic
0
1
null
7
2023-08-02 15:21:39.261856
Average
No
Monthly
House
1,803
39,128
34
Male
40,425
Divorced
4
Bachelor's
Self-Employed
22.091599
Urban
Basic
3
3
681
8
2023-06-17 15:21:39.285112
Average
Yes
Weekly
House
3,073
39,129
41
Female
83,031
Single
4
PhD
null
20.064631
Rural
Comprehensive
1
1
553
5
2022-07-01 15:21:39.192212
Average
Yes
Weekly
House
298
39,130
18
Male
26,246
Divorced
4
High School
Employed
33.093835
Rural
Basic
null
18
729
1
2021-03-16 15:21:39.148733
Poor
No
Weekly
House
971
39,131
51
Female
118,640
Married
1
High School
null
40.249047
Urban
Comprehensive
1
13
427
5
2022-09-19 15:21:39.273973
Poor
No
Rarely
Apartment
1,602
39,132
29
Female
null
Married
3
Bachelor's
null
8.908485
Suburban
Comprehensive
0
10
792
8
2020-09-24 15:21:39.186212
Poor
Yes
Weekly
House
53
39,133
18
Male
41,025
Single
4
PhD
null
21.726134
Rural
Comprehensive
null
19
802
1
2022-11-24 15:21:39.144722
Average
No
Rarely
Condo
46
39,134
34
Female
38,042
Divorced
1
Bachelor's
null
11.948642
Urban
Premium
0
19
693
3
2020-03-05 15:21:39.167099
Average
Yes
Daily
House
807
39,135
39
Male
9,091
Divorced
0
PhD
Unemployed
11.939326
Rural
Basic
0
12
null
4
2022-06-16 15:21:39.133866
Poor
Yes
Weekly
Condo
1,495
39,136
33
Male
3,532
Married
1
Master's
Employed
37.037184
Suburban
Comprehensive
0
3
null
7
2024-01-06 15:21:39.079128
null
No
Monthly
Apartment
1,631
39,137
null
Female
106,044
Single
4
Bachelor's
null
11.282674
Suburban
Basic
null
3
773
1
2021-04-13 15:21:39.145732
Poor
No
Rarely
House
140
39,138
21
Male
44,362
Divorced
4
PhD
Unemployed
32.454838
Urban
Comprehensive
null
3
604
1
2020-07-24 15:21:39.182597
Good
Yes
Weekly
Apartment
1,409
39,139
47
Female
122,483
Single
2
PhD
Employed
49.94429
Rural
Premium
2
4
731
8
2020-03-17 15:21:39.201446
Average
No
Weekly
House
36
39,140
37
Male
16,268
Single
null
Bachelor's
null
27.013104
Urban
Basic
1
1
559
8
2022-12-01 15:21:39.093681
Average
No
Rarely
Condo
1,219
39,141
49
Male
247
Single
1
Master's
null
46.457615
Rural
Premium
1
11
null
8
2020-06-17 15:21:39.173834
Poor
Yes
Daily
Condo
1,556
39,142
35
Male
13,778
Divorced
4
Master's
Employed
31.991454
Urban
Basic
0
4
570
4
2022-03-13 15:21:39.189223
Average
Yes
Monthly
House
1,352
39,143
46
Male
52,690
Married
1
High School
null
44.181343
Suburban
Comprehensive
2
15
393
8
2020-05-23 15:21:39.134960
Good
Yes
Monthly
Condo
1,017
39,144
46
Male
1,439
Married
4
High School
null
20.817451
Urban
Basic
1
8
null
6
2022-10-14 15:21:39.282785
Good
No
Weekly
Apartment
150
39,145
31
Male
14,054
Married
2
Master's
Unemployed
17.974222
Suburban
Basic
1
19
581
4
2021-01-17 15:21:39.192212
Average
Yes
Monthly
House
3,473
39,146
53
Female
43,747
Divorced
3
Bachelor's
Self-Employed
46.448615
Suburban
Premium
0
17
683
5
2022-01-13 15:21:39.134960
Good
Yes
Rarely
Condo
2,872
39,147
50
Male
21,045
Single
4
PhD
Unemployed
21.890348
Urban
Basic
1
1
726
7
2022-01-03 15:21:39.134960
Average
Yes
Daily
House
759
39,148
24
Female
84,942
Divorced
null
High School
null
39.024839
Urban
Comprehensive
1
3
null
8
2019-12-22 15:21:39.259788
Good
Yes
Daily
House
2,133
39,149
35
Female
39,649
Divorced
4
PhD
Self-Employed
46.973753
Suburban
Basic
0
16
538
6
2020-04-06 15:21:39.279729
Good
Yes
Weekly
Condo
3,063
39,150
36
Male
1,258
Single
1
High School
Employed
10.634134
Suburban
Basic
null
3
839
2
2024-06-01 15:21:39.193945
Average
Yes
Rarely
House
2,563
39,151
60
Female
28,215
Married
4
Master's
Unemployed
28.624293
Urban
Comprehensive
null
11
null
7
2023-10-22 15:21:39.134960
Good
Yes
Daily
House
689
39,152
47
Male
26,833
Married
2
High School
null
40.811193
Rural
Comprehensive
0
0
738
2
2020-10-20 15:21:39.253660
Average
No
Rarely
House
619
39,153
45
Male
64,917
Divorced
0
Master's
null
4.935314
Rural
Basic
null
16
783
5
2024-03-02 15:21:39.255696
Average
No
Monthly
House
418
39,154
57
Male
382
Married
0
PhD
Employed
18.393959
Rural
Basic
null
11
null
6
2022-12-15 15:21:39.122134
Good
Yes
Weekly
House
111
39,155
61
Male
30,863
Married
4
Master's
null
18.946169
Rural
Comprehensive
0
12
null
8
2023-04-02 15:21:39.204790
Poor
No
Weekly
Condo
1,867
39,156
24
Male
7,639
Single
2
PhD
null
35.955884
Urban
Comprehensive
0
14
null
2
2021-09-14 15:21:39.176717
Average
Yes
Daily
Apartment
556
39,157
48
Male
10,130
Single
0
Master's
null
15.091789
Urban
Premium
0
0
614
7
2023-11-25 15:21:39.180553
Average
No
Daily
Condo
566
39,158
62
Male
58,432
Single
2
Master's
Unemployed
34.831503
Suburban
Premium
0
17
null
6
2023-05-18 15:21:39.109552
Average
No
Weekly
Condo
326
39,159
36
Female
46,110
Married
0
Master's
Employed
25.351119
Urban
Basic
1
1
null
9
2019-10-22 15:21:39.204790
Poor
No
Rarely
Apartment
889
39,160
28
Female
64,882
Divorced
0
High School
null
45.987974
Rural
Comprehensive
2
14
317
4
2024-03-09 15:21:39.084065
Average
No
Monthly
Apartment
1,123
39,161
63
Female
7,995
Single
4
Bachelor's
Self-Employed
14.07687
Suburban
Premium
1
0
null
2
2022-05-25 15:21:39.155231
Average
No
Daily
Apartment
2,513
39,162
25
Male
9,651
Married
2
High School
null
19.89517
Rural
Basic
1
9
null
8
2023-08-16 15:21:39.081504
Average
Yes
Monthly
Apartment
1,382
39,163
40
Female
3,502
Single
0
Bachelor's
Unemployed
39.9885
Urban
Premium
1
11
531
5
2023-05-16 15:21:39.174719
Poor
Yes
Monthly
Apartment
267
39,164
42
Female
14,053
Married
2
Bachelor's
Employed
25.958186
Urban
Premium
0
18
674
6
2020-06-19 15:21:39.155231
Poor
Yes
Daily
Condo
1,668
39,165
40
Male
69,919
Divorced
1
PhD
Unemployed
13.836842
Rural
Premium
2
17
446
1
2022-03-22 15:21:39.254678
Good
Yes
Monthly
Condo
906
39,166
23
Female
14,144
Single
null
PhD
Self-Employed
10.936355
Rural
Comprehensive
null
2
480
8
2019-08-30 15:21:39.253660
Good
No
Rarely
House
124
39,167
29
Female
63,429
Married
null
Master's
Employed
15.937659
Suburban
Basic
2
15
613
4
2022-04-20 15:21:39.257696
Average
No
Weekly
Condo
3,103
39,168
51
Male
null
Divorced
1
PhD
Unemployed
36.090977
Rural
Comprehensive
1
14
782
1
2023-04-09 15:21:39.089116
Good
Yes
Weekly
House
381
39,169
32
Female
76,534
Divorced
null
Master's
null
14.390772
Urban
Basic
2
19
463
9
2023-09-09 15:21:39.172097
Good
Yes
Rarely
House
2,695
39,170
44
Male
35,178
Divorced
4
PhD
null
11.485954
Urban
Comprehensive
1
18
796
7
2020-12-05 15:21:39.102694
Average
No
Weekly
Condo
629
39,171
24
Male
12,087
Married
4
Master's
Self-Employed
13.826446
Urban
Premium
0
2
785
6
2020-04-23 15:21:39.155231
Poor
Yes
Daily
House
867
39,172
37
Male
5,724
Divorced
4
PhD
null
46.066002
Suburban
Basic
null
2
672
5
2021-01-26 15:21:39.090124
null
No
Rarely
Apartment
944
39,173
35
Female
845
Single
2
Master's
Unemployed
6.836805
Rural
Comprehensive
null
14
473
3
2022-02-16 15:21:39.188220
Average
Yes
Daily
Apartment
1,314
39,174
22
Female
71,968
Divorced
4
PhD
Unemployed
27.94602
Urban
Premium
0
10
385
5
2024-05-24 15:21:39.106582
Average
No
Weekly
Condo
377
39,175
24
Female
17,054
Single
2
Bachelor's
null
14.639386
Rural
Comprehensive
null
8
713
9
2020-06-02 15:21:39.165120
Poor
No
Weekly
Apartment
603
39,176
24
Male
null
Single
4
PhD
Unemployed
32.912489
Suburban
Comprehensive
2
11
757
7
2023-11-02 15:21:39.199447
Good
No
Daily
Condo
329
39,177
46
Female
56,250
Divorced
4
Master's
Unemployed
25.955243
Suburban
Premium
3
16
489
9
2022-04-15 15:21:39.267454
null
No
Rarely
Condo
1,555
39,178
18
Male
5,852
Single
2
High School
Unemployed
27.926422
Suburban
Comprehensive
1
6
447
7
2021-03-24 15:21:39.221386
Poor
No
Rarely
Apartment
2,455
39,179
36
Female
109,725
Single
0
PhD
Unemployed
null
Urban
Premium
null
11
467
1
2022-01-10 15:21:39.155231
Good
No
Daily
Condo
1,354
39,180
52
Female
2,714
Single
0
PhD
null
35.69591
Urban
Premium
0
17
482
5
2024-08-05 15:21:39.152732
Poor
No
Daily
House
656
39,181
63
Male
28,078
Married
4
High School
null
14.754014
Urban
Premium
0
11
821
4
2020-10-12 15:21:39.155231
Average
Yes
Monthly
House
557
39,182
54
Female
52,382
Single
1
Bachelor's
Unemployed
15.901817
Suburban
Premium
null
6
360
7
2024-04-26 15:21:39.173834
Poor
No
Weekly
House
766
39,183
58
Female
116,536
Married
1
Master's
Self-Employed
30.78595
Suburban
Basic
null
18
309
2
2023-06-29 15:21:39.282785
Good
No
Weekly
Apartment
668
39,184
24
Female
25,166
Single
3
Master's
Self-Employed
7.792924
Rural
Premium
0
16
null
6
2022-03-29 15:21:39.192212
Good
No
Daily
Apartment
565
39,185
56
Male
9,735
Single
3
Bachelor's
Self-Employed
38.590547
Suburban
Comprehensive
0
4
576
9
2023-09-27 15:21:39.223901
Average
No
Monthly
Condo
596
39,186
36
Male
43,880
Divorced
0
Master's
Self-Employed
27.717458
Suburban
Basic
0
13
653
5
2022-03-18 15:21:39.168099
Good
Yes
Weekly
House
744
39,187
34
Female
1,270
Divorced
2
Master's
null
36.636136
Rural
Basic
null
12
497
2
2023-09-01 15:21:39.134960
null
No
Rarely
Condo
1,266
39,188
38
Female
63,749
Single
4
Bachelor's
Self-Employed
29.152455
Urban
Basic
null
15
337
1
2022-12-03 15:21:39.191219
Good
No
Weekly
Apartment
1,511
39,189
41
Female
18,098
Divorced
4
PhD
Self-Employed
27.456749
Suburban
Comprehensive
0
11
722
7
2023-05-29 15:21:39.186212
Average
Yes
Rarely
House
965
39,190
55
Female
59,623
Single
1
Bachelor's
Self-Employed
27.096201
Rural
Basic
2
13
673
7
2020-10-02 15:21:39.236064
Good
No
Monthly
Condo
2,213
39,191
49
Female
2,699
Married
2
Bachelor's
Employed
27.425676
Rural
Comprehensive
null
19
474
3
2023-03-30 15:21:39.096739
Poor
No
Rarely
House
1,395
39,192
37
Female
18,085
Divorced
3
Master's
null
37.168968
Urban
Comprehensive
null
9
815
9
2020-02-26 15:21:39.167099
null
Yes
Monthly
Apartment
98
39,193
64
Male
94,302
Divorced
2
High School
Employed
13.529465
Urban
Basic
1
1
784
1
2024-07-11 15:21:39.134960
Good
No
Monthly
Condo
365
39,194
44
Male
102,741
Married
0
Master's
Self-Employed
null
Suburban
Basic
1
4
670
4
2021-04-09 15:21:39.216387
Good
No
Daily
House
2,104
39,195
58
Male
12,984
Single
3
Master's
Employed
37.816302
Rural
Premium
0
17
523
4
2021-12-20 15:21:39.151732
Average
No
Monthly
Condo
622
39,196
18
Female
25,211
Married
1
Bachelor's
Unemployed
26.898785
Suburban
Premium
null
7
542
7
2022-03-09 15:21:39.218388
Good
No
Rarely
Apartment
1,505
39,197
49
Male
96,694
Single
3
Bachelor's
Employed
16.142715
Urban
Basic
1
12
460
5
2021-05-26 15:21:39.119168
Poor
No
Daily
Condo
818
39,198
49
Male
1,131
Divorced
0
Master's
Employed
32.957001
Rural
Comprehensive
1
17
null
3
2020-05-25 15:21:39.155231
Poor
No
Rarely
Apartment
2,273
39,199
22
Female
56,696
Married
1
Bachelor's
Unemployed
7.813442
Rural
Comprehensive
0
18
479
3
2022-12-13 15:21:39.181605
null
Yes
Monthly
House
649