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
6,100
57
Male
1,698
Married
3
PhD
Employed
29.049677
Suburban
Basic
null
18
null
1
2020-06-25 15:21:39.254678
Average
No
Weekly
Condo
2,120
6,101
44
Male
12,963
Married
4
Master's
Unemployed
null
Urban
Basic
1
16
596
9
2020-07-04 15:21:39.126661
Poor
No
Daily
Condo
705
6,102
35
Male
21,692
Single
4
PhD
null
44.813204
Rural
Comprehensive
0
1
722
2
2022-10-23 15:21:39.199447
Poor
Yes
Monthly
Apartment
1,140
6,103
48
Male
2,312
Divorced
0
Bachelor's
Unemployed
44.007766
Urban
Basic
2
18
711
9
2022-09-21 15:21:39.231531
Average
No
Weekly
Apartment
2,054
6,104
null
Female
5,070
Divorced
4
Bachelor's
Self-Employed
29.843115
Urban
Basic
null
15
543
4
2020-03-14 15:21:39.155231
Average
Yes
Rarely
Condo
884
6,105
20
Female
25,784
Single
4
PhD
Self-Employed
20.98017
Suburban
Comprehensive
null
14
803
9
2022-01-02 15:21:39.228521
Average
Yes
Monthly
Condo
1,635
6,106
48
Female
5,911
Divorced
2
High School
Self-Employed
47.564041
Urban
Premium
2
7
436
3
2023-01-24 15:21:39.290098
Poor
No
Rarely
Apartment
807
6,107
25
Male
34,652
Married
1
High School
Unemployed
29.356848
Suburban
Comprehensive
null
6
766
4
2022-02-06 15:21:39.237118
Good
Yes
Monthly
House
3,420
6,108
55
Male
53,951
Single
4
High School
Self-Employed
8.859361
Rural
Basic
1
10
351
9
2022-01-12 15:21:39.090124
Poor
Yes
Monthly
Apartment
1,310
6,109
null
Male
61,467
Married
4
PhD
Unemployed
11.719064
Urban
Premium
0
15
398
3
2020-08-22 15:21:39.092127
Average
Yes
Daily
Apartment
21
6,110
51
Female
40,891
Single
null
High School
null
43.495935
Urban
Comprehensive
1
15
463
9
2023-03-15 15:21:39.155231
Poor
No
Rarely
House
1,708
6,111
20
Female
2,677
Divorced
1
Master's
Employed
33.086343
Rural
Basic
1
17
779
7
2024-07-28 15:21:39.155231
Poor
No
Weekly
Condo
2,892
6,112
39
Female
1,440
Divorced
2
Bachelor's
null
16.979625
Suburban
Premium
0
14
311
5
2019-09-04 15:21:39.233998
Poor
Yes
Weekly
House
555
6,113
35
Female
20,255
Married
0
Bachelor's
Employed
38.277867
Suburban
Premium
null
11
590
1
2021-11-23 15:21:39.261856
Poor
No
Daily
Condo
671
6,114
60
Male
3,215
Single
3
High School
Unemployed
22.18246
Rural
Comprehensive
null
13
null
6
2021-09-19 15:21:39.151732
Poor
No
Weekly
Apartment
303
6,115
50
Female
40,217
Divorced
4
Master's
Employed
4.862331
Suburban
Comprehensive
null
6
590
8
2021-12-29 15:21:39.096739
Good
No
Monthly
Condo
476
6,116
31
Female
6,413
Single
3
Master's
null
31.443838
Urban
Basic
null
11
null
1
2021-02-04 15:21:39.134960
Poor
No
Rarely
Condo
1,335
6,117
63
Female
20,892
null
2
High School
null
24.555906
Urban
Basic
null
15
432
8
2023-11-21 15:21:39.118178
Average
Yes
Daily
Apartment
994
6,118
38
Male
47,868
Single
3
Bachelor's
Unemployed
38.832001
Suburban
Basic
2
10
373
8
2024-03-03 15:21:39.283783
Average
Yes
Rarely
Apartment
1,301
6,119
64
Male
3,904
Single
0
Bachelor's
Employed
21.813662
Rural
Premium
3
15
759
8
2020-11-19 15:21:39.237118
Poor
No
Monthly
Apartment
1,034
6,120
51
Female
41,953
Divorced
4
High School
Unemployed
28.302226
Urban
Basic
0
1
394
9
2024-06-26 15:21:39.095696
Average
Yes
Rarely
House
1,019
6,121
19
Female
7,991
Divorced
0
High School
Employed
13.823887
Suburban
Premium
2
1
618
1
2022-10-25 15:21:39.187211
Average
No
Weekly
House
940
6,122
30
Female
85,705
Single
0
Bachelor's
Self-Employed
11.332741
Urban
Premium
2
0
360
2
2023-10-10 15:21:39.148733
Average
No
Rarely
Condo
2,259
6,123
44
Female
47,769
Single
0
Master's
Self-Employed
24.594439
Suburban
Comprehensive
0
7
343
5
2020-11-25 15:21:39.282785
Good
Yes
Daily
House
1,068
6,124
28
Male
57,264
Single
3
High School
Unemployed
32.957001
Suburban
Premium
null
11
474
3
2020-01-11 15:21:39.187211
Poor
Yes
Weekly
House
300
6,125
33
Male
36,721
Married
0
PhD
Unemployed
21.383317
Suburban
Basic
1
1
357
9
2022-07-04 15:21:39.209847
null
Yes
Rarely
House
1,058
6,126
23
Female
24,605
Divorced
1
PhD
null
32.011753
Suburban
Basic
1
13
null
1
2020-11-03 15:21:39.155231
Poor
Yes
Daily
Apartment
1,196
6,127
47
Male
3,185
Divorced
2
High School
Employed
25.924017
Suburban
Comprehensive
null
9
462
9
2021-02-14 15:21:39.247098
Poor
Yes
Monthly
Condo
749
6,128
54
Female
5,875
Divorced
4
Master's
Unemployed
34.883051
Suburban
Premium
2
7
553
5
2023-11-28 15:21:39.129190
Good
Yes
Monthly
House
1,570
6,129
26
Female
130,168
Divorced
2
Bachelor's
Unemployed
5.099482
Suburban
Basic
0
17
null
3
2021-06-07 15:21:39.081504
Poor
No
Rarely
Apartment
123
6,130
47
Female
14,962
Single
0
Master's
Unemployed
10.882187
Rural
Comprehensive
1
6
693
7
2023-09-23 15:21:39.223901
Average
No
Rarely
Apartment
1,059
6,131
30
Female
29,557
Married
0
Bachelor's
Employed
11.166542
Rural
Premium
null
3
510
7
2021-02-02 15:21:39.166062
Average
No
Daily
House
1,605
6,132
63
Female
37,149
Married
4
PhD
Self-Employed
10.00191
Suburban
Premium
1
11
678
4
2022-08-16 15:21:39.082499
Average
No
Monthly
Condo
1,793
6,133
33
Male
82,931
Single
1
PhD
Unemployed
20.086453
Rural
Basic
1
15
454
3
2020-09-03 15:21:39.169102
Poor
No
Rarely
Condo
1,665
6,134
33
Female
3,074
Divorced
1
Master's
null
38.096827
Suburban
Basic
1
4
334
8
2020-06-11 15:21:39.082499
Average
Yes
Daily
House
522
6,135
38
Female
19,905
Divorced
0
Master's
Self-Employed
17.744814
Suburban
Premium
0
11
null
7
2020-05-19 15:21:39.092127
Good
No
Weekly
House
789
6,136
22
Male
839
null
1
Bachelor's
Employed
3.671708
Suburban
Basic
3
12
320
2
2022-05-16 15:21:39.237118
Good
No
Weekly
Condo
837
6,137
25
Female
99,837
Single
1
Master's
Unemployed
26.935967
Suburban
Basic
0
7
595
5
2023-07-11 15:21:39.219432
Average
No
Monthly
House
146
6,138
43
Female
18,096
Single
0
High School
Self-Employed
null
Urban
Premium
0
3
654
2
2021-03-15 15:21:39.221386
Poor
Yes
Rarely
Condo
1,430
6,139
36
Male
2,864
Married
4
PhD
Unemployed
6.444988
Rural
Comprehensive
0
17
377
1
2022-08-14 15:21:39.143708
Poor
Yes
Rarely
Apartment
717
6,140
50
Female
30,861
Married
4
PhD
Unemployed
10.278416
Rural
Basic
null
0
331
3
2023-07-07 15:21:39.286113
null
No
Rarely
Apartment
2,226
6,141
35
Female
42,578
Married
3
PhD
Self-Employed
33.827742
Suburban
Premium
1
5
769
9
2021-10-23 15:21:39.153889
Average
Yes
Weekly
House
2,295
6,142
40
Female
126,094
Single
2
High School
Unemployed
21.354875
Suburban
Basic
2
18
434
4
2024-04-01 15:21:39.155231
null
Yes
Weekly
House
596
6,143
39
Male
28,409
Divorced
null
Master's
Employed
19.781689
Suburban
Basic
0
7
638
8
2022-02-17 15:21:39.172097
Poor
No
Weekly
Apartment
2,140
6,144
29
Male
40,991
Married
null
High School
null
19.859478
Urban
Premium
1
9
615
3
2023-03-13 15:21:39.232526
Average
No
Daily
House
955
6,145
51
Female
108,801
Single
3
PhD
null
52.672638
Rural
Premium
null
1
773
2
2021-05-04 15:21:39.134960
Average
No
Weekly
House
872
6,146
57
Male
14,270
Single
3
Master's
Self-Employed
46.547388
Suburban
Basic
null
5
383
5
2024-01-05 15:21:39.223390
Average
No
Rarely
House
743
6,147
41
Female
10,498
Married
4
High School
Unemployed
21.024848
Urban
Basic
3
3
null
8
2023-09-06 15:21:39.082499
Average
No
Rarely
House
916
6,148
63
Male
45,612
Single
0
Master's
Unemployed
33.646488
Urban
Premium
0
11
582
4
2022-10-15 15:21:39.192212
Average
No
Rarely
Condo
921
6,149
55
Male
117,909
Divorced
3
Bachelor's
null
46.393098
Suburban
Premium
4
7
818
1
2024-01-22 15:21:39.225916
Average
No
Monthly
House
39
6,150
32
Male
126,087
Married
3
Master's
Unemployed
12.627436
Rural
Premium
1
13
304
8
2022-10-06 15:21:39.105504
Poor
No
Monthly
Condo
1,105
6,151
47
Female
93,978
Married
null
PhD
null
20.711127
Urban
Premium
null
0
722
5
2021-07-14 15:21:39.112553
null
No
Rarely
House
20
6,152
31
Female
13,881
Married
4
Master's
Self-Employed
6.444076
Suburban
Comprehensive
2
7
798
5
2022-05-01 15:21:39.261856
null
Yes
Monthly
Condo
1,499
6,153
52
Female
1,029
Divorced
null
PhD
Self-Employed
6.845774
Rural
Basic
3
2
767
9
2022-08-16 15:21:39.229482
Poor
No
Daily
Condo
4,767
6,154
46
Female
20,861
Single
0
PhD
Employed
17.983766
Rural
Basic
null
7
795
8
2021-02-12 15:21:39.237118
Average
No
Monthly
Apartment
459
6,155
18
Female
2,890
Divorced
4
Bachelor's
Self-Employed
26.948687
Urban
Basic
null
10
null
5
2023-07-12 15:21:39.131192
Good
No
Rarely
Condo
49
6,156
37
Male
67,832
Married
2
PhD
Self-Employed
8.834609
Urban
Comprehensive
1
7
446
9
2023-10-05 15:21:39.155231
Poor
Yes
Weekly
Apartment
557
6,157
48
Female
129,990
Divorced
4
PhD
null
45.226615
Suburban
Basic
null
8
522
8
2023-03-20 15:21:39.285112
Good
Yes
Daily
House
362
6,158
24
Male
40,732
Divorced
2
Bachelor's
Unemployed
34.093105
Suburban
Comprehensive
3
6
803
3
2023-11-21 15:21:39.122134
null
Yes
Weekly
House
387
6,159
34
Male
11,052
Married
2
Bachelor's
Employed
22.174577
Urban
Premium
null
1
816
4
2022-01-09 15:21:39.175719
Poor
No
Weekly
Condo
1,442
6,160
25
Female
19,281
null
2
Master's
Self-Employed
42.726106
Suburban
Comprehensive
1
7
672
1
2022-09-13 15:21:39.134960
Good
No
Monthly
Condo
992
6,161
57
Male
42,739
Married
2
High School
null
35.535465
Suburban
Comprehensive
null
2
564
7
2023-11-01 15:21:39.096739
Average
Yes
Daily
House
882
6,162
43
Male
24,897
Married
2
Master's
Employed
29.873146
Urban
Premium
null
14
535
6
2022-02-06 15:21:39.098696
Average
No
Rarely
House
628
6,163
30
Male
45,904
Single
0
Bachelor's
null
null
Urban
Premium
0
13
696
4
2020-09-11 15:21:39.279729
Good
No
Weekly
House
1,841
6,164
62
Male
16,696
Single
1
High School
Employed
22.320148
Rural
Basic
null
9
544
6
2024-01-29 15:21:39.247098
Good
Yes
Daily
Apartment
206
6,165
59
Male
2,084
Divorced
1
Master's
null
45.977489
Suburban
Basic
0
2
483
7
2021-05-20 15:21:39.170099
Poor
No
Weekly
Condo
745
6,166
56
Female
889
Divorced
4
Bachelor's
Self-Employed
34.816798
Rural
Comprehensive
4
14
478
4
2021-01-30 15:21:39.171102
null
Yes
Weekly
Condo
642
6,167
62
Female
2,435
Married
null
High School
Unemployed
15.699832
Suburban
Basic
null
6
586
6
2021-07-31 15:21:39.166062
Average
Yes
Rarely
Condo
2,087
6,168
32
Male
32,448
Divorced
2
Master's
Unemployed
17.879679
Suburban
Premium
1
18
436
7
2021-09-11 15:21:39.232526
Average
Yes
Daily
Apartment
1,627
6,169
27
Female
55,393
Divorced
0
Master's
Self-Employed
20.492736
Suburban
Comprehensive
3
4
387
1
2021-05-23 15:21:39.144722
Good
No
Monthly
Condo
933
6,170
23
Female
391
Single
1
PhD
Self-Employed
18.744376
Rural
Premium
null
18
543
8
2023-08-17 15:21:39.169102
Good
No
Weekly
House
233
6,171
56
Male
43,975
Divorced
1
High School
null
14.828401
Urban
Premium
null
19
379
3
2023-09-10 15:21:39.237118
Good
No
Weekly
Condo
1,568
6,172
58
Female
45,266
Single
1
Bachelor's
Unemployed
16.93334
Rural
Comprehensive
null
19
316
8
2021-01-29 15:21:39.134960
Good
No
Rarely
Apartment
699
6,173
30
Male
17,069
Divorced
3
PhD
Unemployed
7.879756
Suburban
Premium
0
3
779
2
2020-04-26 15:21:39.093681
Poor
No
Weekly
House
1,099
6,174
28
Male
860
Married
null
Master's
null
null
Suburban
Premium
2
19
520
9
2021-02-06 15:21:39.173834
Poor
Yes
Monthly
Condo
930
6,175
38
Female
15,485
Divorced
2
High School
Unemployed
5.93846
Urban
Premium
0
4
null
1
2020-06-22 15:21:39.125660
Poor
Yes
Weekly
Condo
894
6,176
29
Male
14,084
Married
2
Bachelor's
Unemployed
35.473592
Rural
Premium
null
8
713
8
2023-06-25 15:21:39.272456
Poor
No
Monthly
Apartment
456
6,177
20
Female
12,430
Single
2
PhD
Unemployed
7.569343
Suburban
Basic
2
19
679
5
2022-10-18 15:21:39.096739
Poor
Yes
Daily
Apartment
1,657
6,178
37
Female
null
Divorced
2
High School
null
50.735541
Urban
Comprehensive
3
4
360
6
2020-07-10 15:21:39.224915
Poor
Yes
Weekly
House
464
6,179
33
Female
45,808
Married
4
Master's
Self-Employed
38.614979
Urban
Comprehensive
0
8
469
7
2023-04-06 15:21:39.134960
Good
No
Weekly
Condo
829
6,180
32
Male
null
Divorced
3
High School
null
27.937399
Suburban
Comprehensive
0
12
383
3
2023-10-09 15:21:39.134960
Average
No
Weekly
House
1,499
6,181
58
Female
139,298
Married
2
Bachelor's
Self-Employed
7.72224
Rural
Premium
1
16
728
8
2024-07-29 15:21:39.247098
Poor
No
Daily
House
86
6,182
56
Male
45
Divorced
1
High School
Unemployed
16.05251
Rural
Comprehensive
1
6
713
8
2020-07-14 15:21:39.172097
Poor
Yes
Weekly
Condo
551
6,183
25
Male
73,868
Married
3
Master's
Employed
34.99654
Rural
Basic
null
4
513
4
2024-05-29 15:21:39.082499
Poor
No
Weekly
Condo
382
6,184
52
Male
7,093
Divorced
4
Bachelor's
null
45.722745
Suburban
Premium
3
2
687
1
2024-05-08 15:21:39.202448
Poor
Yes
Monthly
Apartment
1,674
6,185
55
Male
7,073
Single
0
Bachelor's
null
26.890807
Urban
Basic
null
9
null
4
2023-11-25 15:21:39.237118
Poor
No
Monthly
House
922
6,186
31
Male
30,444
Single
3
Bachelor's
Self-Employed
16.064015
Urban
Premium
null
9
676
1
2022-08-02 15:21:39.252145
Poor
No
Rarely
Condo
824
6,187
36
Female
7,062
Single
3
Bachelor's
Employed
48.161351
Rural
Basic
1
0
476
5
2024-01-16 15:21:39.194829
Average
No
Monthly
Apartment
1,611
6,188
38
Male
null
Married
1
Bachelor's
null
45.281529
Urban
Comprehensive
0
9
576
7
2023-09-22 15:21:39.237118
Good
No
Monthly
House
110
6,189
29
Female
26,987
Married
2
Master's
Employed
8.859119
Suburban
Basic
0
15
null
7
2021-04-27 15:21:39.088124
Good
No
Monthly
House
394
6,190
29
Male
35,139
Single
0
High School
null
10.132599
Urban
Premium
1
1
551
4
2023-12-28 15:21:39.152732
Average
No
Rarely
Apartment
813
6,191
35
Male
7,791
Single
3
PhD
Self-Employed
13.13591
Suburban
Comprehensive
null
1
591
2
2022-04-03 15:21:39.089116
Average
Yes
Monthly
House
772
6,192
50
Female
1,706
Single
4
PhD
Self-Employed
36.966703
Urban
Comprehensive
null
6
578
9
2021-05-09 15:21:39.237118
null
Yes
Weekly
Condo
546
6,193
18
Male
14,081
Divorced
3
Master's
Employed
35.385056
Urban
Basic
1
10
511
7
2024-06-25 15:21:39.134960
null
Yes
Weekly
Condo
1,489
6,194
63
Female
null
Single
1
PhD
Employed
26.328768
Rural
Comprehensive
0
15
434
9
2022-03-16 15:21:39.106582
null
No
Daily
House
483
6,195
34
Female
22,700
Single
1
Bachelor's
Self-Employed
39.222887
Urban
Comprehensive
null
18
null
4
2023-07-10 15:21:39.237118
Poor
Yes
Daily
Apartment
437
6,196
56
Male
7,237
Divorced
2
Master's
null
16.257204
Suburban
Comprehensive
null
6
615
2
2020-01-24 15:21:39.237118
Good
Yes
Daily
House
711
6,197
25
Female
null
Divorced
1
Bachelor's
null
8.58289
Urban
Premium
null
4
398
3
2021-10-04 15:21:39.243823
Average
Yes
Daily
Apartment
573
6,198
58
Male
2,571
Single
4
Bachelor's
Employed
13.610521
Suburban
Basic
1
9
696
1
2020-06-16 15:21:39.212862
Average
No
Weekly
House
3,289
6,199
60
Female
49,848
Married
null
Master's
null
2.837678
Suburban
Basic
null
0
692
4
2021-10-08 15:21:39.082499
Average
No
Daily
Condo
783