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
37,100
26
Female
118,332
Married
4
High School
Unemployed
35.829615
Suburban
Premium
1
13
694
9
2021-05-26 15:21:39.268507
Average
No
Weekly
Condo
298
37,101
53
Male
18,382
Single
null
Bachelor's
Employed
40.067278
Rural
Basic
null
16
829
8
2023-12-14 15:21:39.224915
Average
Yes
Monthly
Apartment
403
37,102
25
Male
8,190
Divorced
1
Master's
Self-Employed
47.706422
Rural
Comprehensive
null
4
829
5
2024-02-05 15:21:39.155231
Good
Yes
Monthly
Apartment
515
37,103
64
Male
86,829
Married
1
Bachelor's
Self-Employed
17.252062
Urban
Comprehensive
null
16
746
9
2022-08-01 15:21:39.155231
Good
Yes
Weekly
Condo
110
37,104
60
Male
9,071
Divorced
0
High School
null
null
Rural
Basic
null
18
742
1
2021-04-10 15:21:39.172097
Good
Yes
Weekly
Apartment
901
37,105
40
Female
11,863
Married
2
Bachelor's
Employed
3.93927
Rural
Basic
1
10
695
8
2020-06-25 15:21:39.237118
Good
Yes
Weekly
Apartment
654
37,106
43
Male
34,193
Single
3
High School
Self-Employed
27.838961
Rural
Comprehensive
2
19
727
3
2023-08-27 15:21:39.211806
Good
No
Monthly
Apartment
549
37,107
38
Male
3,734
Divorced
3
Bachelor's
Employed
43.292148
Rural
Comprehensive
0
3
659
2
2020-07-06 15:21:39.120168
Average
No
Monthly
Condo
202
37,108
19
Female
7,091
Divorced
2
Bachelor's
null
25.907845
Rural
Basic
0
2
848
7
2020-05-26 15:21:39.245086
Average
No
Rarely
Apartment
726
37,109
30
Male
9,984
Divorced
3
Bachelor's
null
38.456799
Suburban
Premium
null
12
631
1
2019-09-19 15:21:39.155231
Good
Yes
Weekly
Apartment
641
37,110
50
Female
24,663
Married
1
Master's
Unemployed
18.73969
Urban
Premium
null
9
null
8
2022-12-30 15:21:39.219432
Good
Yes
Weekly
Apartment
2,481
37,111
23
Male
19,447
Single
4
Master's
Self-Employed
35.844764
Suburban
Comprehensive
3
10
509
4
2023-12-15 15:21:39.130190
Good
No
Daily
Apartment
2,538
37,112
63
Female
null
Married
3
PhD
Unemployed
25.980056
Urban
Basic
3
12
796
2
2023-02-03 15:21:39.198406
null
Yes
Rarely
Apartment
2,076
37,113
60
Female
17,094
null
1
High School
Unemployed
26.275966
Urban
Basic
0
3
671
3
2022-05-30 15:21:39.085129
Good
No
Daily
House
1,108
37,114
22
Male
31,234
Single
3
PhD
Unemployed
35.441616
Rural
Basic
0
13
752
9
2023-01-30 15:21:39.224915
Average
Yes
Rarely
Condo
632
37,115
21
Male
null
Married
2
Master's
null
21.858947
Suburban
Premium
null
15
430
6
2022-07-13 15:21:39.282785
Average
No
Weekly
Condo
481
37,116
37
Male
10,103
Divorced
0
High School
Employed
43.180723
Suburban
Premium
0
2
354
4
2023-03-26 15:21:39.218388
Average
Yes
Monthly
House
1,433
37,117
49
Male
105,846
Divorced
4
Bachelor's
null
null
Urban
Premium
null
1
836
2
2023-11-02 15:21:39.230483
Poor
No
Monthly
House
130
37,118
49
Male
13,016
Divorced
4
Bachelor's
Self-Employed
11.353654
Urban
Comprehensive
2
15
687
3
2024-05-08 15:21:39.254678
Average
Yes
Rarely
Condo
953
37,119
41
Male
77,950
Divorced
3
High School
Unemployed
12.24304
Urban
Comprehensive
null
6
329
9
2021-11-22 15:21:39.236064
Poor
No
Weekly
Apartment
329
37,120
22
Female
812
Married
1
Bachelor's
Self-Employed
null
Suburban
Basic
2
16
669
4
2022-11-15 15:21:39.134960
Average
No
Weekly
Condo
688
37,121
35
Female
17,183
Divorced
4
Master's
null
16.133715
Rural
Basic
1
1
685
7
2023-03-14 15:21:39.097737
Poor
No
Daily
Apartment
2,473
37,122
63
Female
87,693
Single
1
Master's
Employed
16.099045
Rural
Premium
0
5
403
1
2022-01-06 15:21:39.109552
Average
No
Monthly
Condo
543
37,123
53
Female
72,457
Divorced
2
PhD
null
51.505962
Suburban
Comprehensive
null
0
590
6
2022-11-01 15:21:39.134960
Average
Yes
Monthly
House
1,022
37,124
30
Female
11,186
Single
4
Master's
null
17.141425
Urban
Comprehensive
0
1
706
1
2022-10-15 15:21:39.176717
Average
No
Rarely
Apartment
1,082
37,125
45
Male
17,183
Married
2
Bachelor's
Employed
39.534634
Rural
Comprehensive
0
5
492
9
2023-11-19 15:21:39.282785
Average
Yes
Weekly
Condo
838
37,126
44
Female
12,945
Single
4
Master's
Unemployed
13.819555
Rural
Comprehensive
0
16
616
7
2020-11-08 15:21:39.168099
Poor
No
Monthly
Condo
583
37,127
27
Female
17,982
Single
0
Bachelor's
Unemployed
19.883075
Urban
Basic
1
4
479
2
2020-08-20 15:21:39.226954
Good
Yes
Monthly
Condo
561
37,128
36
Male
93,851
Single
1
Master's
Self-Employed
12.639081
Rural
Basic
1
17
724
2
2022-11-11 15:21:39.177724
Poor
No
Weekly
Condo
359
37,129
24
Male
29,113
Married
2
PhD
Employed
35.75885
Urban
Basic
1
5
784
6
2022-06-17 15:21:39.155231
Poor
No
Rarely
House
2,517
37,130
53
Male
8,093
Married
4
Master's
Employed
11.878291
Rural
Premium
1
13
null
3
2021-03-09 15:21:39.254678
Average
Yes
Monthly
Condo
39
37,131
46
Female
null
Divorced
1
High School
Self-Employed
26.936562
Suburban
Basic
null
19
723
6
2020-10-25 15:21:39.155231
Average
No
Rarely
Apartment
126
37,132
39
Male
22,073
Divorced
3
Master's
Employed
38.662284
Urban
Comprehensive
0
4
null
5
2020-08-15 15:21:39.194829
Poor
Yes
Monthly
Condo
587
37,133
35
Male
45,903
Divorced
2
High School
Self-Employed
11.929893
Urban
Premium
1
16
324
2
2022-07-24 15:21:39.251142
Poor
No
Weekly
House
1,047
37,134
30
Female
53,623
Divorced
2
High School
Self-Employed
51.640966
Suburban
Basic
null
0
587
8
2020-01-16 15:21:39.189223
Poor
No
Daily
Apartment
303
37,135
29
Female
6,974
Single
2
High School
Unemployed
5.146435
Rural
Premium
1
7
null
2
2019-10-13 15:21:39.229482
Poor
No
Monthly
House
1,867
37,136
58
Female
5,525
Divorced
1
PhD
Unemployed
5.713634
Rural
Comprehensive
1
11
488
1
2021-04-30 15:21:39.134960
Good
Yes
Weekly
Condo
835
37,137
24
Male
16,787
Divorced
3
Bachelor's
Employed
18.727836
Rural
Premium
2
8
694
7
2023-04-07 15:21:39.251142
Average
No
Daily
House
602
37,138
19
Female
4,045
Single
3
Master's
Employed
18.814058
Urban
Comprehensive
null
9
469
3
2022-03-24 15:21:39.253660
Poor
Yes
Weekly
Apartment
1,421
37,139
58
Male
36,370
Divorced
0
Bachelor's
null
40.957107
Urban
Basic
null
13
596
1
2020-11-14 15:21:39.093681
Good
Yes
Daily
Apartment
904
37,140
47
Female
62,421
Divorced
0
High School
Self-Employed
30.966781
Urban
Comprehensive
1
14
369
8
2021-05-11 15:21:39.154008
Good
No
Weekly
Condo
27
37,141
19
Male
10,812
Divorced
1
PhD
Employed
22.293013
Rural
Comprehensive
2
8
820
4
2023-05-21 15:21:39.222387
Average
Yes
Monthly
Condo
1,361
37,142
50
Male
126,185
Divorced
2
PhD
Self-Employed
36.053401
Suburban
Basic
0
16
316
2
2019-09-21 15:21:39.224915
Average
Yes
Daily
House
1,168
37,143
18
Male
13,914
Single
3
Master's
Unemployed
4.86979
Rural
Basic
1
1
817
5
2021-01-14 15:21:39.186212
Poor
No
Weekly
Condo
190
37,144
28
Male
28,530
Divorced
2
Bachelor's
Self-Employed
43.162571
Urban
Basic
1
1
427
9
2019-08-22 15:21:39.278402
Average
Yes
Rarely
Condo
1,027
37,145
54
Female
6,575
Divorced
2
High School
Self-Employed
35.845693
Suburban
Basic
3
14
595
4
2021-04-19 15:21:39.166062
Poor
No
Monthly
Condo
683
37,146
62
Female
12,961
Married
4
PhD
null
16.396611
Suburban
Comprehensive
null
14
538
9
2023-08-27 15:21:39.155231
Average
Yes
Weekly
House
716
37,147
40
Female
103,676
Married
3
Master's
null
5.624155
Urban
Comprehensive
4
1
813
5
2020-10-14 15:21:39.122134
Average
Yes
Monthly
Condo
26
37,148
28
Male
13,215
Single
null
Bachelor's
null
33.719124
Urban
Premium
1
10
431
5
2021-01-05 15:21:39.278402
Poor
No
Monthly
Condo
1,230
37,149
29
Male
18,061
Single
2
PhD
Unemployed
33.03096
Suburban
Comprehensive
null
6
null
6
2023-02-07 15:21:39.132191
Average
Yes
Rarely
House
1,534
37,150
64
Female
3,758
Single
4
Master's
null
13.723005
Rural
Basic
1
0
561
1
2023-02-23 15:21:39.122134
Average
No
Daily
Apartment
169
37,151
22
Female
42,840
Divorced
4
Bachelor's
null
38.624568
Urban
Premium
0
5
428
6
2023-11-28 15:21:39.134960
Good
No
Rarely
House
518
37,152
30
Female
43,879
Single
2
PhD
Unemployed
43.645437
Rural
Premium
0
0
658
2
2024-07-30 15:21:39.134960
Poor
No
Rarely
House
946
37,153
46
Female
27,189
Divorced
3
PhD
Self-Employed
9.527732
Urban
Basic
0
3
718
8
2022-12-15 15:21:39.106582
Average
Yes
Rarely
Condo
757
37,154
46
Male
18,087
Single
4
Bachelor's
Employed
5.39305
Urban
Premium
null
16
707
9
2020-10-31 15:21:39.226954
Good
No
Daily
House
1,327
37,155
32
Male
56,437
Married
4
High School
Unemployed
36.534806
Suburban
Comprehensive
1
18
478
8
2022-11-26 15:21:39.219432
Poor
No
Weekly
House
1,846
37,156
56
Female
75,560
Single
4
High School
null
34.275904
Rural
Premium
null
0
817
9
2019-10-15 15:21:39.223390
Poor
Yes
Weekly
Apartment
187
37,157
38
Male
5,538
Married
null
High School
Employed
33.446915
Suburban
Basic
2
19
832
5
2024-07-15 15:21:39.164044
Good
Yes
Rarely
Apartment
32
37,158
26
Male
2,628
Divorced
0
High School
Employed
null
Suburban
Premium
null
19
677
5
2021-02-04 15:21:39.095696
Poor
Yes
Weekly
Condo
759
37,159
55
Female
15,235
Married
3
High School
null
11.498471
Suburban
Comprehensive
1
3
null
8
2022-03-31 15:21:39.155231
Average
Yes
Daily
Apartment
812
37,160
45
Male
7,805
Divorced
1
Bachelor's
null
28.997861
Suburban
Comprehensive
null
18
473
8
2021-11-02 15:21:39.272456
Poor
No
Monthly
Apartment
939
37,161
41
Male
38,963
Divorced
2
Bachelor's
null
45.262031
Suburban
Comprehensive
null
5
300
6
2021-05-22 15:21:39.152732
Good
No
Rarely
Condo
1,097
37,162
48
Female
132,525
Single
3
Bachelor's
null
31.718475
Rural
Comprehensive
3
6
null
6
2024-02-06 15:21:39.148733
Average
No
Daily
House
1,873
37,163
62
Female
133,839
Divorced
1
PhD
Employed
25.829634
Urban
Premium
0
10
410
3
2022-04-26 15:21:39.155231
Poor
No
Rarely
Apartment
1,149
37,164
26
Male
733
Divorced
4
High School
Unemployed
7.238949
Urban
Premium
0
1
null
4
2023-09-30 15:21:39.134960
Good
Yes
Weekly
Condo
296
37,165
64
Male
19,860
Single
4
High School
null
33.580041
Suburban
Basic
0
15
765
5
2022-11-06 15:21:39.168099
Poor
No
Daily
Apartment
360
37,166
57
Male
113,059
Divorced
null
Master's
Employed
51.648314
Rural
Comprehensive
1
14
null
1
2024-08-06 15:21:39.279729
Good
No
Rarely
Condo
1,245
37,167
34
Female
28,174
Single
2
PhD
Unemployed
12.995893
Urban
Premium
1
10
367
1
2024-05-12 15:21:39.091080
Good
Yes
Rarely
Apartment
845
37,168
33
Male
55,329
Divorced
3
Master's
Self-Employed
8.57775
Urban
Basic
2
9
382
4
2021-12-20 15:21:39.256696
Average
No
Rarely
House
1,907
37,169
54
Female
16,281
Divorced
4
High School
Self-Employed
29.080869
Urban
Premium
1
1
738
3
2023-03-22 15:21:39.208842
Good
No
Rarely
Condo
1,099
37,170
null
Female
88,055
Single
2
Master's
Unemployed
26.548747
Suburban
Comprehensive
0
0
354
9
2022-06-09 15:21:39.188220
Average
Yes
Weekly
Apartment
144
37,171
45
Female
6,932
Married
3
Master's
Employed
20.16088
Suburban
Basic
null
8
533
9
2021-11-28 15:21:39.235012
Poor
Yes
Daily
House
30
37,172
53
Male
14,175
Single
3
High School
Self-Employed
26.527781
Urban
Comprehensive
null
3
663
1
2021-11-22 15:21:39.105504
Good
No
Daily
House
119
37,173
27
Male
2,425
Divorced
2
Bachelor's
Unemployed
18.981467
Suburban
Basic
1
8
531
1
2020-10-23 15:21:39.215386
Poor
Yes
Monthly
Condo
2,327
37,174
42
Female
141,859
Single
3
High School
Unemployed
30.854209
Suburban
Comprehensive
0
11
431
8
2020-10-31 15:21:39.134960
Poor
Yes
Rarely
Condo
596
37,175
23
Male
1,213
Married
4
Bachelor's
null
21.628814
Rural
Premium
2
11
707
2
2020-08-07 15:21:39.205850
Average
No
Rarely
House
731
37,176
49
Female
26,113
Divorced
0
High School
null
14.887919
Urban
Basic
4
0
336
8
2024-04-17 15:21:39.281787
Average
No
Monthly
Apartment
710
37,177
55
Male
17,096
Married
1
Bachelor's
null
24.476922
Suburban
Basic
0
13
681
8
2020-02-14 15:21:39.188220
Poor
No
Daily
Apartment
564
37,178
20
Male
20,654
Divorced
2
High School
null
25.092293
Urban
Comprehensive
1
6
766
6
2021-11-03 15:21:39.175719
Poor
Yes
Daily
Condo
936
37,179
58
Male
144,982
Married
4
PhD
null
null
Suburban
Comprehensive
3
14
null
3
2021-09-04 15:21:39.155231
Good
No
Weekly
Condo
1,509
37,180
59
Female
63,788
Single
4
High School
Self-Employed
51.955587
Rural
Basic
2
9
566
2
2024-02-22 15:21:39.204790
Good
Yes
Rarely
Condo
3,368
37,181
64
Male
44,132
Single
0
High School
Self-Employed
17.939176
Urban
Basic
null
15
723
8
2020-09-27 15:21:39.109552
Good
Yes
Weekly
Condo
27
37,182
40
Female
null
Divorced
null
High School
Self-Employed
22.081531
Rural
Basic
1
11
728
3
2022-04-08 15:21:39.279729
null
Yes
Daily
Apartment
26
37,183
64
Female
35,610
Married
0
Master's
Self-Employed
5.265568
Suburban
Comprehensive
0
6
538
9
2021-07-01 15:21:39.125660
Poor
Yes
Daily
Apartment
657
37,184
61
Male
12,532
Single
3
PhD
null
10.724277
Urban
Basic
2
18
601
1
2022-03-24 15:21:39.134960
Poor
Yes
Rarely
House
1,234
37,185
43
Male
46,835
Married
0
High School
Employed
15.064219
Rural
Basic
null
17
327
8
2022-06-07 15:21:39.233998
Average
No
Rarely
Condo
2,134
37,186
48
Female
16,782
Divorced
4
Bachelor's
null
41.733874
Rural
Basic
0
13
562
8
2023-01-27 15:21:39.197445
Poor
Yes
Daily
House
1,722
37,187
57
Male
14,053
Divorced
1
Master's
Unemployed
null
Rural
Basic
3
15
626
9
2023-10-22 15:21:39.288099
Poor
Yes
Weekly
Condo
506
37,188
46
Male
89,936
Divorced
1
High School
Employed
47.095816
Rural
Basic
null
3
491
2
2024-01-26 15:21:39.084065
Average
No
Daily
Condo
2,139
37,189
41
Male
15,954
Divorced
0
Bachelor's
Employed
29.239815
Suburban
Basic
1
16
512
9
2021-07-05 15:21:39.155231
Poor
Yes
Monthly
House
1,711
37,190
49
Male
46,915
Single
null
PhD
null
13.566285
Rural
Basic
2
3
460
2
2020-11-28 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,518
37,191
42
Male
44,389
Single
null
Master's
Employed
25.337744
Urban
Premium
null
12
673
2
2021-07-03 15:21:39.194829
Good
No
Daily
House
827
37,192
52
Male
29,073
Married
2
High School
null
30.927763
Rural
Comprehensive
2
2
621
6
2024-08-15 15:21:39.202448
Average
No
Weekly
House
1,092
37,193
20
Female
17,170
Married
null
Bachelor's
Self-Employed
13.07165
Urban
Premium
null
3
832
6
2020-10-10 15:21:39.172097
Good
Yes
Monthly
Apartment
841
37,194
19
Female
43,986
Single
4
Bachelor's
Self-Employed
21.636585
Suburban
Comprehensive
0
18
828
4
2023-04-29 15:21:39.123711
Good
Yes
Weekly
Condo
2,074
37,195
52
Male
23,986
Divorced
3
Master's
Unemployed
24.120834
Urban
Comprehensive
2
17
null
3
2020-04-17 15:21:39.164044
Average
Yes
Daily
Apartment
111
37,196
35
Male
78,470
Married
0
Master's
null
34.6038
Urban
Comprehensive
null
4
397
1
2021-03-25 15:21:39.253660
Poor
No
Rarely
Apartment
743
37,197
39
Female
45,979
Married
3
High School
null
7.845486
Urban
Basic
0
12
732
2
2020-10-13 15:21:39.281787
Good
Yes
Weekly
Apartment
1,766
37,198
36
Male
4,536
Married
0
Bachelor's
null
43.690138
Urban
Basic
2
9
530
2
2023-09-20 15:21:39.268507
Poor
No
Daily
Apartment
345
37,199
48
Female
53,908
Married
2
PhD
null
13.818287
Rural
Basic
1
4
424
1
2022-10-02 15:21:39.134960
Good
Yes
Daily
House
192