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
1,167,100
52
Male
74,069
Married
2
PhD
Self-Employed
20.183092
Suburban
Basic
2
11
359
6
2023-10-29 15:21:39.224915
Average
Yes
Rarely
Condo
1,348
1,167,101
33
Male
23,897
Divorced
0
Bachelor's
Self-Employed
40.644089
Rural
Comprehensive
1
12
484
9
2023-10-03 15:21:39.235012
Poor
Yes
Monthly
House
1,324
1,167,102
42
Female
36,279
Single
3
Bachelor's
null
42.529746
Rural
Basic
2
6
609
8
2019-12-09 15:21:39.092127
Poor
Yes
Weekly
Condo
901
1,167,103
29
Male
45,156
Married
null
PhD
Unemployed
15.649802
Rural
Basic
1
16
757
6
2019-10-27 15:21:39.134960
Good
Yes
Weekly
House
736
1,167,104
38
Female
11,862
Married
3
PhD
Unemployed
4.927862
Suburban
Premium
null
3
519
8
2023-07-18 15:21:39.261856
Average
No
Monthly
Apartment
646
1,167,105
34
Female
34,205
Single
4
Master's
Employed
35.983958
Rural
Comprehensive
null
17
634
8
2022-08-19 15:21:39.155231
Poor
No
Rarely
Apartment
755
1,167,106
22
Female
10,551
Single
1
Master's
Employed
8.385853
Suburban
Basic
0
2
307
4
2019-09-30 15:21:39.270454
Good
Yes
Rarely
Condo
774
1,167,107
38
Male
9,081
Divorced
3
Bachelor's
Employed
52.874751
Urban
Basic
null
12
739
8
2019-09-04 15:21:39.147735
Poor
No
Daily
Apartment
1,522
1,167,108
46
Male
38,612
Married
2
Master's
Employed
13.40895
Suburban
Comprehensive
1
8
576
6
2020-09-17 15:21:39.187211
Good
No
Weekly
Apartment
45
1,167,109
23
Female
32,002
Single
2
Bachelor's
Employed
6.331856
Urban
Comprehensive
0
14
464
7
2022-08-11 15:21:39.254678
Poor
No
Monthly
Apartment
21
1,167,110
60
Male
16,097
Married
4
Bachelor's
Employed
10.092367
Urban
Basic
null
17
775
4
2020-07-27 15:21:39.134960
null
No
Weekly
Apartment
991
1,167,111
29
Male
65,408
Single
0
Bachelor's
Employed
21.282719
Rural
Comprehensive
1
15
420
5
2023-03-15 15:21:39.087123
Good
No
Monthly
Condo
122
1,167,112
26
Female
45,287
Divorced
3
PhD
Unemployed
30.314656
Rural
Comprehensive
null
9
361
1
2019-12-04 15:21:39.225916
Poor
Yes
Weekly
Apartment
904
1,167,113
24
Male
15,641
Single
4
Master's
null
43.675033
Urban
Basic
1
12
495
1
2022-01-19 15:21:39.222387
Poor
Yes
Daily
Apartment
1,197
1,167,114
52
Male
2,866
Married
2
Master's
null
42.174768
Suburban
Basic
2
17
757
2
2019-12-26 15:21:39.095696
Good
Yes
Daily
Condo
1,847
1,167,115
20
Female
40,991
Divorced
2
High School
null
23.292827
Rural
Premium
2
10
703
5
2021-01-18 15:21:39.155231
Average
Yes
Monthly
House
717
1,167,116
37
Female
22,974
Divorced
null
High School
Self-Employed
40.924105
Urban
Comprehensive
null
16
531
2
2021-08-19 15:21:39.226954
Good
No
Rarely
Apartment
2,489
1,167,117
31
Male
77,562
Divorced
3
High School
null
24.865472
Rural
Premium
null
1
442
1
2020-03-17 15:21:39.206847
Good
No
Weekly
Apartment
244
1,167,118
58
Female
38,664
Married
null
PhD
Unemployed
43.676091
Urban
Comprehensive
2
6
324
4
2022-07-18 15:21:39.194829
Average
No
Weekly
Apartment
1,115
1,167,119
52
Female
35,498
Married
null
Master's
Employed
28.69279
Suburban
Basic
2
12
814
5
2022-08-27 15:21:39.100695
Good
No
Weekly
House
763
1,167,120
43
Male
3,354
Divorced
4
Bachelor's
Self-Employed
6.28242
Suburban
Premium
2
17
797
6
2023-03-12 15:21:39.167099
Poor
No
Rarely
Apartment
1,204
1,167,121
53
Female
9,984
Single
0
Bachelor's
Unemployed
13.764463
Suburban
Premium
1
5
685
8
2020-04-23 15:21:39.145732
Average
No
Rarely
House
2,267
1,167,122
34
Male
2,878
Single
0
High School
Employed
38.456799
Rural
Comprehensive
3
7
459
8
2020-03-04 15:21:39.216387
Average
Yes
Daily
Apartment
1,257
1,167,123
26
Male
89,738
Single
4
PhD
Self-Employed
32.639705
Rural
Comprehensive
null
11
360
9
2021-06-25 15:21:39.123711
Poor
Yes
Rarely
Condo
1,672
1,167,124
61
Female
45,906
Single
2
Bachelor's
Unemployed
34.992313
Urban
Comprehensive
null
5
null
1
2024-01-31 15:21:39.155231
Poor
Yes
Daily
Apartment
671
1,167,125
26
Female
85,524
Married
0
Bachelor's
Self-Employed
7.393614
Urban
Comprehensive
3
6
699
2
2024-08-01 15:21:39.134960
Poor
Yes
Weekly
Condo
2,596
1,167,126
31
Female
17,662
Married
1
PhD
null
26.137314
Urban
Comprehensive
0
11
580
2
2021-02-01 15:21:39.237118
Average
Yes
Monthly
House
1,740
1,167,127
59
Female
16,459
Single
3
Master's
null
9.486781
Urban
Premium
0
12
627
9
2023-09-30 15:21:39.189223
Good
Yes
Daily
Apartment
170
1,167,128
24
Female
2,714
Divorced
4
Master's
null
null
Rural
Premium
0
12
668
4
2024-05-25 15:21:39.155231
Good
No
Weekly
House
1,326
1,167,129
19
Male
29,316
Single
1
Bachelor's
Self-Employed
24.396035
Rural
Comprehensive
0
18
391
5
2021-12-15 15:21:39.279729
Good
Yes
Rarely
Condo
511
1,167,130
48
Male
25,385
Divorced
1
High School
Self-Employed
15.062638
Rural
Premium
1
14
782
2
2023-01-22 15:21:39.225916
Poor
Yes
Weekly
House
1,206
1,167,131
51
Male
17,604
null
3
Bachelor's
Employed
37.812794
Suburban
Comprehensive
null
15
550
8
2020-03-05 15:21:39.134960
Average
No
Daily
House
622
1,167,132
34
Male
38,212
Married
3
Bachelor's
Employed
23.361665
Suburban
Comprehensive
null
12
542
9
2024-04-16 15:21:39.168099
null
Yes
Weekly
Condo
461
1,167,133
37
Male
53,098
Divorced
4
High School
null
36.353352
Suburban
Premium
0
13
629
1
2019-12-21 15:21:39.185215
Average
No
Weekly
Condo
417
1,167,134
25
Male
43,893
Single
4
Bachelor's
Employed
24.002917
Rural
Comprehensive
0
5
503
8
2022-11-29 15:21:39.101733
Good
Yes
Monthly
Condo
22
1,167,135
64
Male
25,492
Married
3
Master's
Self-Employed
48.595327
Rural
Comprehensive
0
13
null
8
2021-05-07 15:21:39.149731
Poor
No
Weekly
Condo
437
1,167,136
24
Male
61,353
Divorced
3
PhD
Employed
33.103349
Suburban
Basic
1
4
338
1
2024-02-13 15:21:39.265513
Poor
No
Weekly
House
175
1,167,137
32
Female
78,744
Single
4
High School
null
28.484896
Urban
Basic
1
15
695
9
2020-03-17 15:21:39.221386
Poor
Yes
Weekly
Apartment
381
1,167,138
56
Male
27,386
Divorced
4
Master's
Self-Employed
9.078639
Urban
Basic
3
1
396
6
2023-06-28 15:21:39.149731
Average
No
Weekly
Condo
572
1,167,139
53
Female
2,779
Married
2
PhD
Self-Employed
42.24127
Urban
Comprehensive
null
12
845
8
2022-08-09 15:21:39.278402
null
No
Monthly
Apartment
1,101
1,167,140
40
Male
35,484
Divorced
2
PhD
Unemployed
32.075066
Suburban
Premium
1
19
641
1
2021-07-10 15:21:39.144722
Poor
No
Rarely
House
609
1,167,141
41
Female
45,920
Divorced
4
Master's
null
40.755928
Suburban
Basic
1
7
794
4
2021-04-26 15:21:39.198406
Poor
Yes
Monthly
Apartment
795
1,167,142
18
Male
18,077
Married
3
Master's
Employed
28.61187
Urban
Basic
1
11
null
3
2020-09-13 15:21:39.247098
Poor
No
Monthly
House
592
1,167,143
53
Female
5,928
Single
null
Master's
null
44.039091
Rural
Premium
0
19
537
3
2023-07-15 15:21:39.274993
null
No
Rarely
House
1,557
1,167,144
35
Male
82,627
Divorced
1
High School
Self-Employed
43.160714
Rural
Premium
null
12
437
8
2021-04-26 15:21:39.237118
Poor
No
Daily
Apartment
1,854
1,167,145
22
Male
17,231
Married
4
Master's
Unemployed
25.639598
Rural
Premium
null
14
796
6
2019-11-04 15:21:39.286113
Good
No
Rarely
House
121
1,167,146
33
Male
17,053
Divorced
3
PhD
Employed
15.555826
Urban
Basic
0
0
749
7
2023-10-25 15:21:39.084065
Average
Yes
Rarely
Apartment
1,228
1,167,147
22
Female
8,881
Married
1
PhD
Employed
18.859438
Urban
Premium
1
1
635
7
2022-04-28 15:21:39.175719
Average
No
Daily
Apartment
831
1,167,148
36
Female
6,972
Single
4
PhD
Employed
37.547381
Rural
Basic
0
6
696
2
2023-11-24 15:21:39.120168
Average
No
Weekly
House
904
1,167,149
25
Male
381
Married
4
Master's
Self-Employed
6.642478
Urban
Premium
null
17
757
5
2020-04-11 15:21:39.151732
Poor
Yes
Monthly
House
1,164
1,167,150
24
Female
53,501
Divorced
0
Bachelor's
Employed
null
Suburban
Basic
1
15
690
7
2020-08-23 15:21:39.208842
Poor
Yes
Rarely
Condo
2,411
1,167,151
47
Male
43,440
Divorced
4
Master's
null
20.950163
Suburban
Premium
1
3
539
6
2023-08-30 15:21:39.192212
Poor
Yes
Monthly
Condo
619
1,167,152
44
Female
43,199
Married
0
PhD
Unemployed
25.819657
Suburban
Basic
null
2
827
1
2021-11-17 15:21:39.192212
Good
Yes
Daily
Apartment
2,101
1,167,153
25
Female
18,341
null
4
PhD
null
37.986957
Urban
Comprehensive
null
8
510
1
2020-09-08 15:21:39.110557
Poor
No
Daily
House
48
1,167,154
28
Female
29,940
Single
null
Bachelor's
null
7.74926
Urban
Basic
null
19
537
3
2023-06-28 15:21:39.091080
null
Yes
Daily
House
514
1,167,155
41
Male
95,357
Single
3
High School
Self-Employed
23.808636
Rural
Basic
2
2
559
4
2023-05-13 15:21:39.085129
Good
No
Daily
Apartment
2,413
1,167,156
27
Male
58,769
Single
4
Master's
Employed
37.933427
Suburban
Comprehensive
1
10
338
6
2024-02-03 15:21:39.148733
Average
Yes
Weekly
House
473
1,167,157
31
Female
7,077
Married
3
Master's
Unemployed
48.977415
Rural
Premium
0
14
632
4
2020-12-16 15:21:39.182597
Poor
No
Monthly
Apartment
1,438
1,167,158
39
Female
752
Single
1
High School
Employed
5.136792
Rural
Basic
null
1
597
8
2021-02-11 15:21:39.259788
Good
Yes
Rarely
Condo
155
1,167,159
59
Male
15,891
Single
0
Bachelor's
null
26.128619
Urban
Comprehensive
0
13
449
3
2022-10-09 15:21:39.155231
Poor
Yes
Weekly
Condo
259
1,167,160
36
Female
2,428
Married
4
Master's
Self-Employed
38.81281
Urban
Basic
1
19
543
4
2021-07-10 15:21:39.154008
Poor
No
Monthly
Apartment
4,914
1,167,161
34
Male
51,468
Single
3
Bachelor's
Employed
25.795769
Suburban
Premium
1
2
641
4
2022-12-16 15:21:39.283783
Average
No
Weekly
Condo
397
1,167,162
39
Male
1,804
Divorced
3
Bachelor's
Self-Employed
3.842289
Rural
Basic
null
1
303
9
2020-12-19 15:21:39.237118
Good
No
Rarely
Apartment
541
1,167,163
22
Female
3,765
Divorced
1
Master's
null
24.942106
Suburban
Premium
null
8
737
4
2022-12-18 15:21:39.261856
Poor
Yes
Weekly
House
2,057
1,167,164
54
Male
15,696
Single
3
Bachelor's
null
49.160411
Urban
Basic
1
4
690
7
2023-04-08 15:21:39.082499
Average
Yes
Rarely
Apartment
542
1,167,165
49
Female
21,993
Divorced
4
PhD
Employed
34.895436
Suburban
Basic
null
5
589
1
2022-08-08 15:21:39.116179
Good
Yes
Rarely
Condo
487
1,167,166
42
Male
3,546
Single
0
PhD
null
38.385419
Suburban
Basic
1
9
586
7
2022-03-01 15:21:39.237118
Good
Yes
Monthly
House
2,133
1,167,167
51
Male
38,984
Single
1
Bachelor's
Employed
19.844185
Rural
Premium
2
4
711
4
2021-11-11 15:21:39.134960
Good
No
Weekly
House
627
1,167,168
25
Female
30,051
Divorced
1
PhD
Self-Employed
49.018818
Rural
Basic
null
0
790
1
2020-06-14 15:21:39.226954
Good
No
Rarely
Condo
1,459
1,167,169
50
Male
24,552
Divorced
3
Master's
null
21.933871
Rural
Premium
0
7
652
1
2022-11-16 15:21:39.134960
Poor
No
Weekly
Condo
643
1,167,170
51
Female
70,212
Divorced
2
Bachelor's
null
6.957695
Urban
Premium
2
0
746
3
2020-06-15 15:21:39.247098
Average
No
Rarely
Apartment
2,059
1,167,171
53
Male
16,054
Married
3
Master's
Unemployed
35.934661
Rural
Premium
2
8
634
8
2022-09-16 15:21:39.126661
Average
Yes
Monthly
House
478
1,167,172
55
Male
36,095
Married
null
PhD
Unemployed
34.918045
Rural
Comprehensive
1
6
709
2
2021-02-23 15:21:39.209847
Average
No
Monthly
Condo
23
1,167,173
47
Male
18,213
Single
4
PhD
null
4.672972
Rural
Premium
null
11
736
2
2020-03-09 15:21:39.090124
Poor
Yes
Rarely
Apartment
3,298
1,167,174
21
Male
16,131
Single
3
High School
Self-Employed
17.869551
Rural
Premium
3
19
672
2
2021-09-12 15:21:39.134960
Poor
No
Rarely
Apartment
695
1,167,175
37
Male
1,541
Single
1
PhD
Self-Employed
14.064161
Suburban
Basic
2
6
null
7
2021-05-11 15:21:39.278180
Good
Yes
Monthly
Condo
2,686
1,167,176
51
Male
29,092
Single
3
Master's
Self-Employed
26.84594
Urban
Comprehensive
null
8
556
5
2024-03-03 15:21:39.105504
Good
No
Rarely
Condo
2,159
1,167,177
24
Male
34,126
Single
3
High School
Unemployed
27.917866
Rural
Comprehensive
1
3
609
3
2020-04-08 15:21:39.134960
Average
Yes
Weekly
Condo
271
1,167,178
46
Female
null
Married
2
PhD
null
null
Urban
Premium
null
10
454
3
2023-08-07 15:21:39.189223
Good
Yes
Rarely
Apartment
23
1,167,179
39
Female
18,644
null
2
Bachelor's
Self-Employed
3.276487
Suburban
Comprehensive
2
6
774
2
2023-12-21 15:21:39.155231
Good
No
Monthly
House
494
1,167,180
33
Female
24
Divorced
4
High School
Self-Employed
27.18175
Urban
Basic
1
4
null
2
2022-01-04 15:21:39.278402
Poor
Yes
Daily
Apartment
1,258
1,167,181
62
Male
18,054
Divorced
0
High School
Employed
21.802809
Suburban
Premium
4
6
585
6
2021-12-10 15:21:39.146733
Poor
No
Daily
House
279
1,167,182
20
Female
43,414
Divorced
0
Bachelor's
Unemployed
41.590746
Rural
Comprehensive
null
8
626
1
2023-05-21 15:21:39.151732
Good
Yes
Monthly
House
1,085
1,167,183
59
Female
3,298
Divorced
1
PhD
Employed
null
Suburban
Premium
0
2
687
7
2021-02-19 15:21:39.128286
Poor
Yes
Weekly
Apartment
1,246
1,167,184
20
Male
1,540
Divorced
3
Master's
Self-Employed
15.099229
Urban
Premium
2
16
null
7
2021-07-22 15:21:39.254678
Good
No
Rarely
Apartment
731
1,167,185
57
Female
15,983
Married
1
PhD
Self-Employed
41.73816
Rural
Basic
0
3
null
2
2023-05-06 15:21:39.274993
Poor
Yes
Weekly
House
661
1,167,186
45
Female
42,972
Married
null
High School
Employed
24.638378
Urban
Basic
null
16
459
9
2023-02-14 15:21:39.190215
null
Yes
Weekly
House
902
1,167,187
64
Male
15,803
Single
3
Master's
Employed
45.68577
Rural
Premium
1
16
702
5
2021-12-23 15:21:39.096739
Good
Yes
Monthly
Apartment
1,777
1,167,188
52
Female
21,891
Single
0
PhD
Self-Employed
10.053202
Rural
Premium
null
7
776
8
2023-09-16 15:21:39.134960
Poor
No
Weekly
Apartment
773
1,167,189
19
Male
1,207
Married
3
Bachelor's
Unemployed
44.486039
Rural
Basic
0
10
479
8
2020-04-02 15:21:39.272456
Average
Yes
Rarely
House
1,580
1,167,190
null
Male
43,841
Single
3
High School
Unemployed
23.181403
Suburban
Premium
2
2
798
5
2022-10-21 15:21:39.221386
Poor
No
Rarely
Apartment
712
1,167,191
19
Female
27,961
Divorced
null
High School
Unemployed
null
Suburban
Premium
null
0
690
3
2024-05-09 15:21:39.186212
Average
Yes
Monthly
Condo
624
1,167,192
28
Male
1,753
Divorced
2
Bachelor's
Employed
20.245936
Rural
Premium
3
4
626
5
2021-12-25 15:21:39.237118
Average
Yes
Monthly
Apartment
945
1,167,193
21
Male
20,303
Divorced
0
High School
Self-Employed
29.494485
Urban
Basic
null
16
659
9
2020-07-12 15:21:39.274993
Good
Yes
Daily
Apartment
952
1,167,194
20
Male
42,294
Married
1
Master's
Self-Employed
22.41174
Suburban
Basic
1
15
623
6
2021-06-08 15:21:39.222387
null
No
Weekly
House
635
1,167,195
18
Male
49,342
Divorced
2
High School
Self-Employed
25.988507
Urban
Basic
null
3
394
1
2021-06-16 15:21:39.248098
Good
No
Monthly
Apartment
1,174
1,167,196
20
Female
11,567
Divorced
2
PhD
null
31.138833
Suburban
Premium
0
3
642
3
2023-03-02 15:21:39.087123
Average
Yes
Monthly
Condo
1,088
1,167,197
20
Male
null
null
2
Bachelor's
Self-Employed
null
Suburban
Premium
null
14
410
4
2021-06-29 15:21:39.170099
null
Yes
Monthly
Condo
1,053
1,167,198
33
Female
43,947
Married
4
Master's
Employed
15.954733
Urban
Premium
0
0
441
2
2022-04-10 15:21:39.082499
Good
Yes
Monthly
Apartment
838
1,167,199
30
Female
116,216
Married
1
Bachelor's
Employed
15.391085
Urban
Comprehensive
null
12
550
2
2020-12-05 15:21:39.247098
Good
Yes
Weekly
Apartment
264