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
1,165,100
47
Female
23,590
Single
3
Bachelor's
null
18.869145
Urban
Comprehensive
null
9
838
5
2023-07-01 15:21:39.245086
Good
No
Daily
House
830
1,165,101
32
Female
15,891
Married
0
Master's
null
30.904339
Suburban
Premium
null
2
692
8
2022-11-30 15:21:39.134960
Good
No
Daily
Condo
735
1,165,102
38
Male
28,824
Divorced
0
Master's
null
24.849491
Urban
Basic
0
6
512
2
2021-06-30 15:21:39.257696
Poor
Yes
Monthly
Condo
288
1,165,103
null
Male
1,326
Divorced
0
Bachelor's
null
25.596404
Rural
Premium
1
17
446
7
2023-10-19 15:21:39.237118
Good
Yes
Monthly
Condo
631
1,165,104
47
Female
24,996
Divorced
2
Master's
null
35.446598
Urban
Comprehensive
null
16
617
4
2020-06-26 15:21:39.179186
Average
No
Rarely
House
1,802
1,165,105
29
Male
28,362
Single
4
PhD
Employed
18.728822
Suburban
Premium
3
16
685
4
2022-03-06 15:21:39.134960
Average
Yes
Monthly
Apartment
234
1,165,106
19
Female
null
Married
4
Bachelor's
null
9.539198
Urban
Comprehensive
2
2
515
7
2019-10-29 15:21:39.172097
Average
No
Monthly
House
434
1,165,107
53
Female
null
Divorced
1
Bachelor's
Employed
15.389934
Rural
Comprehensive
null
17
431
9
2024-05-10 15:21:39.274993
Average
Yes
Rarely
Apartment
2,497
1,165,108
19
Male
11,564
Divorced
null
Bachelor's
Self-Employed
20.987077
Suburban
Comprehensive
2
13
713
9
2021-05-14 15:21:39.120168
Average
Yes
Rarely
Apartment
474
1,165,109
58
Female
106,128
Married
4
Master's
null
4.072201
Suburban
Basic
2
2
748
6
2020-09-04 15:21:39.155231
Average
Yes
Rarely
Apartment
2,273
1,165,110
57
Male
2,726
Married
3
Master's
Employed
34.637364
Urban
Comprehensive
2
5
null
3
2022-07-19 15:21:39.155231
Average
No
Rarely
Apartment
2,659
1,165,111
31
Male
18,705
Divorced
null
PhD
Unemployed
9.624102
Suburban
Premium
0
14
658
2
2020-12-24 15:21:39.237118
Good
No
Rarely
Condo
1,407
1,165,112
61
Male
64,474
Divorced
3
Master's
Employed
46.67101
Rural
Comprehensive
0
7
409
5
2020-07-09 15:21:39.089116
Good
No
Rarely
House
28
1,165,113
30
Male
8,791
Divorced
null
PhD
null
17.928145
Suburban
Basic
2
17
null
5
2020-03-30 15:21:39.134960
Average
Yes
Monthly
House
793
1,165,114
64
Male
15,776
Single
1
Bachelor's
Self-Employed
25.856115
Urban
Premium
1
13
544
2
2023-06-17 15:21:39.126661
Good
Yes
Monthly
Apartment
491
1,165,115
57
Female
null
Divorced
3
Bachelor's
Self-Employed
6.457038
Urban
Premium
3
4
567
7
2022-05-02 15:21:39.155231
Good
Yes
Daily
Condo
3,525
1,165,116
33
Female
44,229
Single
3
Master's
Unemployed
19.918025
Urban
Basic
null
5
447
3
2021-01-05 15:21:39.194829
Average
No
Daily
Apartment
1,579
1,165,117
30
Male
17,069
Married
4
Bachelor's
Employed
52.010191
Rural
Premium
1
15
null
4
2021-05-14 15:21:39.134960
Average
Yes
Weekly
Apartment
845
1,165,118
20
Male
8,054
Married
3
Bachelor's
Employed
22.320148
Suburban
Premium
2
18
810
1
2022-12-04 15:21:39.196387
Poor
No
Daily
Apartment
27
1,165,119
56
Female
14,984
Single
0
Master's
null
11.717904
Rural
Premium
0
14
844
4
2020-03-29 15:21:39.122134
Good
No
Daily
Condo
1,253
1,165,120
18
Female
66,251
Single
2
High School
null
4.528412
Suburban
Premium
1
2
482
8
2023-11-01 15:21:39.096739
Poor
Yes
Weekly
Condo
33
1,165,121
59
Female
108,330
Married
4
Master's
Employed
13.788904
Urban
Comprehensive
1
8
838
2
2021-11-29 15:21:39.128286
Good
Yes
Rarely
Apartment
67
1,165,122
45
Female
16,011
Single
3
Bachelor's
null
16.257939
Rural
Basic
1
12
813
5
2023-05-17 15:21:39.190215
Good
Yes
Rarely
Condo
1,132
1,165,123
39
Female
null
Divorced
3
PhD
Unemployed
42.357863
Suburban
Comprehensive
1
11
612
8
2021-08-26 15:21:39.181605
Average
Yes
Monthly
Apartment
249
1,165,124
27
Male
28,791
Divorced
0
Bachelor's
Self-Employed
41.977301
Rural
Basic
1
18
346
9
2019-10-19 15:21:39.253660
Poor
Yes
Daily
Condo
3,425
1,165,125
40
Female
33,579
Married
4
High School
Employed
38.692537
Rural
Premium
2
8
null
9
2024-01-30 15:21:39.174719
Poor
Yes
Monthly
Apartment
499
1,165,126
36
Female
45,699
Single
4
High School
null
28.922102
Suburban
Basic
1
0
null
7
2021-04-15 15:21:39.166062
Good
No
Monthly
Condo
431
1,165,127
51
Female
75,857
Divorced
4
Bachelor's
Employed
29.82225
Suburban
Basic
null
19
431
9
2020-11-14 15:21:39.134960
Average
No
Monthly
Apartment
1,154
1,165,128
32
Male
37,663
Divorced
4
Master's
Unemployed
41.715477
Rural
Basic
null
15
626
9
2019-09-02 15:21:39.099739
Average
No
Daily
House
839
1,165,129
33
Female
70,782
null
3
High School
null
27.068329
Suburban
Comprehensive
1
10
550
7
2024-02-25 15:21:39.121169
Good
No
Rarely
Condo
106
1,165,130
38
Female
4,520
Single
0
Bachelor's
null
17.529318
Suburban
Basic
2
0
null
4
2020-02-20 15:21:39.094752
Good
No
Daily
Condo
30
1,165,131
27
Male
9,087
Single
1
Master's
null
19.835454
Urban
Premium
1
16
634
9
2020-12-12 15:21:39.134960
Good
No
Rarely
House
593
1,165,132
54
Male
2,779
Divorced
1
Master's
Unemployed
41.140564
Suburban
Premium
null
14
447
7
2022-12-29 15:21:39.118178
Good
Yes
Rarely
House
3,419
1,165,133
51
Male
17,092
Married
2
Bachelor's
Unemployed
20.754055
Urban
Premium
null
1
613
5
2020-10-13 15:21:39.134960
Poor
Yes
Monthly
House
1,229
1,165,134
32
Female
5,541
Divorced
1
PhD
null
8.092133
Urban
Premium
3
11
null
8
2020-04-10 15:21:39.096739
null
Yes
Rarely
Apartment
1,746
1,165,135
39
Male
34,376
Single
4
Bachelor's
Employed
30.769202
Rural
Basic
0
12
759
3
2020-03-13 15:21:39.198406
Average
No
Rarely
Condo
1,489
1,165,136
64
Male
1,409
Married
0
PhD
Self-Employed
null
Urban
Premium
0
18
565
6
2023-06-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
735
1,165,137
52
Female
25,897
Single
3
PhD
Unemployed
10.813806
Suburban
Basic
null
2
790
4
2024-01-05 15:21:39.146733
Average
Yes
Monthly
Condo
1,067
1,165,138
34
Male
32,302
Single
0
PhD
Employed
19.492544
Suburban
Basic
0
12
420
7
2021-01-25 15:21:39.283783
Good
No
Daily
House
1,191
1,165,139
42
Male
82,913
Married
3
High School
Employed
49.692339
Urban
Premium
2
18
777
2
2021-06-11 15:21:39.088124
Poor
No
Weekly
Condo
2,083
1,165,140
57
Male
1,610
Divorced
3
PhD
null
45.599746
Rural
Basic
null
6
420
9
2020-01-28 15:21:39.082499
Average
Yes
Monthly
Condo
362
1,165,141
56
Female
6,501
Divorced
null
Master's
null
32.077579
Rural
Basic
2
4
532
9
2024-05-26 15:21:39.155231
Poor
Yes
Weekly
House
588
1,165,142
27
Female
18,795
Single
3
PhD
Unemployed
14.964328
Urban
Premium
2
0
446
4
2022-06-02 15:21:39.155231
Average
No
Rarely
Condo
671
1,165,143
45
Male
28,307
Married
3
High School
Self-Employed
25.539705
Rural
Comprehensive
1
1
644
5
2019-08-24 15:21:39.155231
Average
Yes
Rarely
House
977
1,165,144
50
Female
22,372
Divorced
2
Master's
null
13.730934
Suburban
Basic
1
5
689
5
2023-01-03 15:21:39.121169
Poor
No
Monthly
House
209
1,165,145
60
Male
4,536
Single
4
Master's
null
3.892817
Suburban
Premium
null
19
496
9
2024-06-11 15:21:39.152732
Poor
Yes
Daily
Apartment
1,266
1,165,146
48
Male
6,873
null
3
Bachelor's
Self-Employed
44.378871
Urban
Basic
1
3
null
8
2022-10-11 15:21:39.260856
Good
Yes
Monthly
House
664
1,165,147
50
Male
26,366
Married
1
PhD
Self-Employed
24.338747
Urban
Premium
0
4
562
7
2019-11-08 15:21:39.191219
Poor
Yes
Monthly
House
1,112
1,165,148
34
Male
27,688
Divorced
1
Master's
Self-Employed
20.764693
Rural
Premium
null
2
null
4
2024-02-20 15:21:39.179186
Average
No
Rarely
House
853
1,165,149
44
Female
14,079
Divorced
0
PhD
Unemployed
26.883776
Urban
Basic
null
18
442
6
2020-01-05 15:21:39.172097
Poor
No
Rarely
House
785
1,165,150
30
Female
50,621
Single
4
Master's
null
4.274205
Suburban
Basic
1
2
319
5
2022-03-08 15:21:39.134960
Poor
Yes
Daily
House
1,162
1,165,151
37
Male
8,967
Single
3
Bachelor's
Self-Employed
13.584358
Rural
Premium
2
12
613
5
2021-01-12 15:21:39.155231
Average
Yes
Daily
Condo
1,828
1,165,152
48
Male
7,053
Divorced
2
PhD
null
null
Rural
Premium
null
5
744
5
2022-06-17 15:21:39.110557
Good
No
Rarely
Apartment
657
1,165,153
62
Male
6,098
Divorced
1
High School
Employed
21.739208
Urban
Comprehensive
null
14
733
5
2019-08-20 15:21:39.152732
Poor
No
Monthly
Apartment
661
1,165,154
null
Male
44,915
Divorced
3
High School
Unemployed
14.779415
Urban
Comprehensive
1
9
581
7
2019-08-23 15:21:39.155231
Poor
No
Rarely
Condo
441
1,165,155
54
Female
61,902
Divorced
1
High School
Employed
7.727701
Urban
Comprehensive
0
1
673
2
2024-01-03 15:21:39.170099
Average
Yes
Weekly
Condo
371
1,165,156
40
Female
27,849
Married
4
PhD
null
29.813017
Rural
Premium
null
11
324
7
2022-10-06 15:21:39.155231
Good
No
Daily
Condo
1,566
1,165,157
30
Male
10,100
Single
3
Bachelor's
Unemployed
31.601906
Suburban
Premium
1
9
null
2
2024-08-02 15:21:39.201446
Average
Yes
Monthly
House
2,347
1,165,158
18
Male
18,171
Single
2
PhD
null
35.98214
Suburban
Basic
null
18
520
2
2019-09-10 15:21:39.134960
Poor
Yes
Rarely
Apartment
892
1,165,159
52
Male
914
Divorced
2
High School
null
15.619358
Suburban
Premium
null
0
723
7
2023-11-13 15:21:39.215386
Good
Yes
Rarely
House
2,304
1,165,160
34
Male
62,227
Divorced
2
High School
Employed
48.103714
Suburban
Comprehensive
2
8
613
9
2024-05-06 15:21:39.276901
Average
Yes
Daily
Condo
431
1,165,161
58
Female
18,085
Single
0
Bachelor's
null
15.241843
Suburban
Basic
null
4
668
5
2020-07-25 15:21:39.134960
Average
No
Weekly
Condo
843
1,165,162
22
Male
1,790
Single
3
Master's
Employed
34.898348
Urban
Premium
null
13
781
6
2024-03-10 15:21:39.226954
Average
Yes
Daily
Condo
2,959
1,165,163
60
Female
18,463
Single
1
High School
Employed
37.573116
Urban
Basic
null
8
756
8
2021-06-07 15:21:39.181605
Poor
No
Weekly
Condo
1,852
1,165,164
50
Female
17,885
Single
null
High School
Employed
22.485831
Urban
Premium
1
1
602
8
2022-03-01 15:21:39.079026
Good
Yes
Rarely
Condo
2,445
1,165,165
54
Female
25,177
Single
1
PhD
Unemployed
null
Rural
Comprehensive
0
3
427
6
2022-11-25 15:21:39.155231
Good
No
Rarely
Condo
1,318
1,165,166
44
Female
null
Divorced
1
PhD
Unemployed
27.487942
Urban
Premium
1
17
393
4
2022-01-30 15:21:39.081504
Poor
No
Weekly
House
1,562
1,165,167
61
Male
81,598
Married
null
PhD
Self-Employed
35.782276
Rural
Premium
2
11
561
4
2022-10-16 15:21:39.155231
Good
Yes
Rarely
House
2,197
1,165,168
36
Male
11,597
Married
2
Bachelor's
Employed
29.622136
Urban
Comprehensive
2
16
581
1
2021-01-08 15:21:39.164044
Good
Yes
Monthly
Condo
645
1,165,169
55
Female
39,769
Single
3
PhD
Employed
22.818993
Suburban
Basic
null
5
719
3
2021-08-22 15:21:39.283783
Average
Yes
Weekly
Condo
612
1,165,170
43
Female
100,587
Single
2
Bachelor's
Self-Employed
14.822622
Rural
Comprehensive
0
1
null
1
2020-02-27 15:21:39.101733
Poor
Yes
Daily
House
418
1,165,171
53
Female
104,223
Single
3
PhD
Employed
38.812241
Rural
Premium
0
15
421
3
2020-10-01 15:21:39.200452
Good
Yes
Rarely
House
102
1,165,172
35
Female
30,213
Divorced
1
High School
null
11.440086
Rural
Premium
2
17
null
3
2024-02-27 15:21:39.110557
Good
No
Rarely
House
184
1,165,173
44
Male
23,998
Married
2
High School
Self-Employed
31.231482
Suburban
Premium
1
15
394
4
2022-07-23 15:21:39.192212
Poor
No
Monthly
Condo
1,458
1,165,174
18
Male
28,527
Single
4
PhD
null
16.955302
Rural
Comprehensive
2
2
414
2
2023-03-09 15:21:39.286113
Poor
Yes
Rarely
Condo
1,091
1,165,175
27
Male
18,116
Single
1
High School
Unemployed
12.898693
Rural
Premium
null
16
671
5
2024-06-23 15:21:39.212862
Average
Yes
Rarely
House
763
1,165,176
43
Male
80,112
Married
1
Master's
null
47.094868
Rural
Comprehensive
2
9
420
5
2021-01-07 15:21:39.183598
Average
Yes
Daily
Apartment
487
1,165,177
52
Male
10,121
Married
0
Bachelor's
Employed
38.823669
Suburban
Basic
0
13
null
1
2022-02-16 15:21:39.114118
Good
Yes
Daily
House
798
1,165,178
53
Male
140,120
Divorced
0
Master's
null
32.449575
Suburban
Premium
0
7
449
8
2023-03-22 15:21:39.133866
Good
No
Rarely
Condo
568
1,165,179
30
Male
2,445
Divorced
1
PhD
Employed
45.271414
Suburban
Premium
null
9
615
5
2019-12-17 15:21:39.147735
Good
Yes
Rarely
Condo
2,374
1,165,180
19
Female
29,019
Married
0
Bachelor's
null
31.935833
Suburban
Basic
1
4
693
2
2022-12-25 15:21:39.164044
Good
No
Weekly
Apartment
942
1,165,181
46
Male
30,213
Single
1
Bachelor's
Self-Employed
27.293829
Rural
Premium
null
14
444
7
2023-05-24 15:21:39.276901
Average
No
Monthly
Apartment
449
1,165,182
61
Female
20,654
Divorced
null
PhD
null
28.41647
Suburban
Premium
null
19
534
6
2019-09-20 15:21:39.237118
Average
Yes
Daily
House
362
1,165,183
21
Male
18,063
Single
1
Bachelor's
null
7.097164
Rural
Comprehensive
null
12
713
7
2022-12-17 15:21:39.237118
Average
No
Weekly
Condo
901
1,165,184
35
Female
131,643
Divorced
1
Master's
Employed
43.928374
Urban
Basic
0
13
584
5
2023-12-10 15:21:39.124659
null
No
Weekly
Condo
70
1,165,185
42
Female
119
Divorced
2
High School
null
47.133032
Suburban
Basic
null
4
null
3
2020-04-08 15:21:39.264504
Poor
No
Rarely
House
1,317
1,165,186
23
Male
1,258
Divorced
0
Master's
Unemployed
16.263609
Rural
Comprehensive
null
15
703
2
2023-12-05 15:21:39.134960
Average
No
Rarely
Condo
198
1,165,187
22
Male
39,902
Married
3
Bachelor's
Unemployed
40.247023
Suburban
Comprehensive
2
10
585
4
2024-06-09 15:21:39.221386
Poor
Yes
Daily
Apartment
497
1,165,188
19
Female
24,878
Married
0
Bachelor's
Employed
16.837355
Rural
Comprehensive
0
17
647
4
2020-03-22 15:21:39.172097
Average
No
Weekly
Condo
111
1,165,189
64
Male
96,445
Married
3
Bachelor's
null
34.865765
Urban
Basic
1
1
444
7
2021-02-06 15:21:39.134960
Good
No
Monthly
House
521
1,165,190
62
Male
5,337
Married
4
Master's
Unemployed
45.87879
Suburban
Basic
3
7
573
8
2022-11-13 15:21:39.251142
Good
Yes
Rarely
Apartment
1,784
1,165,191
42
Female
1,796
Divorced
0
PhD
null
null
Suburban
Premium
0
17
526
2
2023-07-19 15:21:39.199447
Good
Yes
Rarely
Condo
2,103
1,165,192
19
Female
2,476
Divorced
4
Bachelor's
Self-Employed
35.47301
Rural
Comprehensive
2
13
577
8
2020-12-17 15:21:39.185215
Good
Yes
Weekly
Apartment
542
1,165,193
28
Male
26,342
Married
null
Bachelor's
Unemployed
21.848291
Urban
Comprehensive
1
3
563
3
2024-04-16 15:21:39.166062
Average
No
Monthly
House
1,484
1,165,194
31
Female
39,829
Married
0
PhD
Self-Employed
32.791458
Suburban
Premium
1
4
589
5
2020-12-31 15:21:39.172097
Good
Yes
Weekly
Apartment
224
1,165,195
56
Female
114,022
Single
4
Bachelor's
Self-Employed
34.816762
Rural
Comprehensive
1
7
635
8
2023-10-08 15:21:39.171102
Average
No
Weekly
House
101
1,165,196
34
Female
19,088
Married
1
High School
Unemployed
28.824202
Suburban
Comprehensive
null
19
null
7
2019-08-28 15:21:39.087123
Poor
Yes
Weekly
Condo
1,908
1,165,197
35
Female
29,407
Divorced
3
PhD
Unemployed
30.811542
Suburban
Comprehensive
1
2
null
1
2019-12-27 15:21:39.237118
Good
Yes
Rarely
Apartment
1,563
1,165,198
24
Female
83,771
Married
4
Master's
Employed
null
Rural
Basic
2
0
583
2
2021-06-25 15:21:39.191219
null
Yes
Monthly
Apartment
1,331
1,165,199
29
Female
16,962
Single
1
Bachelor's
Self-Employed
16.676676
Urban
Basic
0
18
493
5
2020-08-07 15:21:39.225916
Good
Yes
Monthly
House
1,488