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
1,198,100
30
Male
15,894
Divorced
0
High School
null
18.385819
Urban
Premium
1
8
null
5
2019-09-15 15:21:39.192212
Poor
Yes
Monthly
Apartment
740
1,198,101
63
Male
26,962
Divorced
1
PhD
null
3.960631
Suburban
Comprehensive
null
0
775
4
2020-06-05 15:21:39.231531
Poor
Yes
Monthly
Apartment
596
1,198,102
31
Male
665
Divorced
2
PhD
Unemployed
17.292559
Rural
Premium
2
19
751
9
2022-02-19 15:21:39.087123
Poor
Yes
Rarely
House
861
1,198,103
46
Male
18,795
Divorced
4
Bachelor's
null
9.966973
Rural
Basic
0
5
705
7
2022-12-24 15:21:39.081504
Average
Yes
Daily
House
1,335
1,198,104
38
Male
1,761
Married
4
PhD
null
32.41188
Rural
Comprehensive
2
15
null
1
2021-02-02 15:21:39.231531
Good
No
Rarely
Condo
925
1,198,105
19
Male
25,155
Single
0
Master's
Employed
12.488434
Urban
Comprehensive
1
15
null
4
2023-08-26 15:21:39.098696
Poor
Yes
Daily
Apartment
2,452
1,198,106
61
Female
40,512
Divorced
4
Master's
null
26.096646
Rural
Comprehensive
0
14
494
3
2024-07-06 15:21:39.254678
Poor
Yes
Daily
Condo
1,019
1,198,107
22
Male
6,761
Single
3
Master's
null
19.570155
Suburban
Premium
1
1
837
4
2021-12-08 15:21:39.079128
Poor
No
Rarely
Apartment
230
1,198,108
50
Male
123,533
Married
4
PhD
null
49.318914
Suburban
Premium
1
10
784
4
2022-12-31 15:21:39.134960
Good
No
Weekly
Condo
3,898
1,198,109
54
Female
16,094
Married
4
Master's
null
8.569013
Suburban
Comprehensive
1
9
551
4
2020-10-19 15:21:39.245086
Poor
No
Rarely
Condo
893
1,198,110
57
Female
44,664
Married
4
Master's
null
24.926766
Suburban
Comprehensive
0
15
568
4
2020-07-16 15:21:39.166062
Poor
No
Daily
Condo
1,572
1,198,111
50
Female
36,766
Married
3
High School
Employed
33.85836
Suburban
Comprehensive
null
5
363
9
2021-09-18 15:21:39.245086
Poor
Yes
Rarely
Apartment
619
1,198,112
64
Male
67,901
Single
0
Master's
Employed
16.933007
Suburban
Basic
1
11
837
4
2023-06-04 15:21:39.134960
Good
Yes
Monthly
Condo
134
1,198,113
63
Male
2,688
Single
0
Master's
Self-Employed
16.049591
Suburban
Premium
1
12
null
8
2020-12-14 15:21:39.144722
Poor
No
Daily
House
2,559
1,198,114
31
Male
12,881
Divorced
4
High School
Unemployed
23.959761
Suburban
Comprehensive
1
6
507
5
2023-02-12 15:21:39.171102
Poor
Yes
Daily
Apartment
1,211
1,198,115
53
Female
11,590
Single
4
High School
Self-Employed
47.81433
Rural
Comprehensive
0
12
749
8
2021-05-31 15:21:39.089116
Good
Yes
Daily
Apartment
932
1,198,116
26
Male
96,716
Single
3
High School
null
28.964118
Rural
Basic
1
2
728
8
2019-12-07 15:21:39.146733
Average
No
Monthly
Apartment
38
1,198,117
18
Female
5,948
Married
1
Bachelor's
null
37.835217
Suburban
Comprehensive
2
5
707
4
2020-12-06 15:21:39.165120
Average
Yes
Daily
House
498
1,198,118
56
Male
29,759
Divorced
null
Bachelor's
Unemployed
31.058636
Urban
Premium
1
7
462
8
2021-05-10 15:21:39.253660
Poor
Yes
Weekly
Condo
1,109
1,198,119
34
Male
null
Divorced
4
High School
null
21.312931
Suburban
Comprehensive
0
9
837
3
2021-07-22 15:21:39.191219
Average
Yes
Weekly
Apartment
362
1,198,120
28
Female
26,667
Married
4
Bachelor's
Employed
37.296481
Rural
Basic
1
12
672
7
2020-11-16 15:21:39.152732
Poor
No
Daily
Condo
1,521
1,198,121
55
Male
5,978
Single
0
Master's
Unemployed
38.383678
Suburban
Basic
3
7
null
8
2023-01-27 15:21:39.237118
Average
Yes
Rarely
House
871
1,198,122
21
Female
35,273
Divorced
null
Master's
Employed
9.945223
Suburban
Comprehensive
1
16
841
7
2020-04-06 15:21:39.172097
Good
No
Weekly
House
1,871
1,198,123
62
Male
28,861
Single
2
PhD
Self-Employed
null
Rural
Basic
0
4
694
3
2020-11-15 15:21:39.186212
Poor
No
Weekly
Condo
643
1,198,124
27
Male
46,319
Single
4
High School
Employed
29.934758
Rural
Comprehensive
0
8
833
9
2020-04-24 15:21:39.081504
Average
Yes
Daily
Apartment
1,022
1,198,125
21
Male
43,970
Single
3
PhD
Employed
29.01491
Rural
Comprehensive
2
16
716
3
2020-02-08 15:21:39.134960
Poor
Yes
Monthly
Condo
2,228
1,198,126
50
Female
3,861
Divorced
3
Master's
Unemployed
30.634789
Urban
Premium
0
9
728
9
2019-09-17 15:21:39.235012
Poor
Yes
Monthly
Condo
1,770
1,198,127
56
Female
17,239
Married
1
Bachelor's
Employed
12.108925
Rural
Basic
0
3
824
3
2023-05-11 15:21:39.155231
null
Yes
Daily
House
494
1,198,128
28
Male
27,383
Divorced
4
Master's
null
41.012316
Rural
Comprehensive
null
6
603
3
2020-08-26 15:21:39.218388
Good
Yes
Rarely
House
1,350
1,198,129
45
Male
91,745
Divorced
2
PhD
Unemployed
24.284481
Rural
Basic
null
1
450
9
2020-07-25 15:21:39.247098
Average
Yes
Monthly
Condo
2,010
1,198,130
55
Female
14,081
Divorced
3
High School
null
35.127713
Rural
Comprehensive
0
17
null
4
2021-09-19 15:21:39.170099
Good
Yes
Monthly
Condo
1,046
1,198,131
39
Female
6,058
Married
1
Master's
null
36.822128
Suburban
Comprehensive
1
2
null
1
2023-01-05 15:21:39.237118
Average
Yes
Weekly
Apartment
839
1,198,132
61
Female
38,133
Single
0
High School
Self-Employed
17.484869
Urban
Premium
null
11
534
6
2022-06-20 15:21:39.237118
Poor
Yes
Monthly
House
1,179
1,198,133
26
Male
10,531
Married
3
Bachelor's
Employed
21.066915
Suburban
Basic
0
1
793
2
2023-01-02 15:21:39.087123
Good
No
Daily
House
488
1,198,134
36
Female
26,804
Single
2
Bachelor's
Employed
17.660617
Suburban
Basic
2
5
447
4
2023-03-09 15:21:39.230483
Average
No
Weekly
House
588
1,198,135
21
Female
76,669
Married
4
Master's
null
null
Suburban
Comprehensive
0
5
350
3
2023-11-06 15:21:39.231531
Average
Yes
Weekly
Condo
963
1,198,136
42
Female
17,050
Single
2
Bachelor's
Unemployed
22.938882
Urban
Basic
1
13
319
3
2021-01-11 15:21:39.194829
Poor
No
Weekly
House
1,355
1,198,137
27
Female
61,313
Married
4
High School
Self-Employed
29.893901
Suburban
Comprehensive
null
9
null
5
2019-12-20 15:21:39.085129
Poor
No
Daily
Apartment
66
1,198,138
27
Female
21,397
Single
3
Master's
Unemployed
26.349986
Rural
Premium
0
17
323
7
2021-12-06 15:21:39.084065
Good
Yes
Monthly
Condo
2,216
1,198,139
39
Male
928
Divorced
3
Bachelor's
null
29.869722
Suburban
Comprehensive
null
0
791
3
2023-08-20 15:21:39.151732
Good
Yes
Monthly
House
2,373
1,198,140
55
Male
43,835
Married
4
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
9
null
2
2024-06-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
899
1,198,141
57
Male
13,038
Divorced
3
PhD
null
17.173216
Rural
Basic
null
18
386
4
2022-03-11 15:21:39.085129
Poor
No
Monthly
House
521
1,198,142
56
Female
3,079
Divorced
4
High School
Self-Employed
3.845359
Suburban
Premium
null
15
699
6
2020-12-10 15:21:39.206847
Poor
No
Weekly
House
23
1,198,143
22
Female
141,631
Divorced
1
High School
Self-Employed
9.844224
Suburban
Premium
2
8
379
4
2022-01-10 15:21:39.172097
Poor
Yes
Weekly
House
1,020
1,198,144
45
Female
15,983
Single
0
Bachelor's
Self-Employed
27.811181
Urban
Premium
null
5
752
3
2023-11-28 15:21:39.206847
Good
No
Weekly
Apartment
553
1,198,145
19
Male
3,198
Married
0
PhD
Unemployed
39.068995
Urban
Basic
0
19
841
4
2023-12-15 15:21:39.259788
Average
Yes
Monthly
Condo
119
1,198,146
33
Female
7,991
Divorced
2
Bachelor's
Self-Employed
36.601981
Urban
Comprehensive
4
0
791
7
2024-06-02 15:21:39.122134
Average
No
Weekly
Apartment
2,159
1,198,147
62
Male
2,588
Married
0
PhD
null
23.98836
Rural
Premium
0
19
477
3
2024-05-03 15:21:39.274993
Average
Yes
Weekly
House
441
1,198,148
26
Female
null
null
4
Master's
null
8.74478
Urban
Comprehensive
1
4
null
8
2023-07-09 15:21:39.133866
Average
No
Rarely
House
1,955
1,198,149
36
Male
null
Married
1
PhD
Employed
51.955452
Suburban
Basic
null
17
567
1
2022-08-02 15:21:39.155231
Good
No
Daily
House
1,020
1,198,150
50
Female
13,981
Married
2
High School
Unemployed
22.769223
Rural
Premium
4
6
685
5
2023-02-02 15:21:39.087123
Average
Yes
Rarely
House
1,354
1,198,151
61
Male
null
Divorced
1
High School
null
34.945302
Suburban
Basic
3
18
782
1
2019-08-25 15:21:39.118178
Poor
No
Daily
Apartment
2,940
1,198,152
21
Male
36,569
Divorced
2
Master's
Self-Employed
23.895648
Suburban
Comprehensive
0
19
650
4
2023-10-18 15:21:39.194829
Average
No
Monthly
Condo
1,311
1,198,153
54
Female
34,144
Married
2
Bachelor's
null
25.358945
Suburban
Comprehensive
0
3
847
7
2023-06-18 15:21:39.148733
Average
Yes
Daily
House
973
1,198,154
40
Female
10,100
Married
1
PhD
null
50.551518
Rural
Basic
null
2
353
9
2022-03-19 15:21:39.144722
Poor
Yes
Monthly
House
2,357
1,198,155
57
Male
23,094
Divorced
4
Bachelor's
Employed
19.131453
Suburban
Premium
1
8
572
7
2021-02-01 15:21:39.197445
Poor
No
Weekly
Condo
1,135
1,198,156
18
Male
47,583
Divorced
1
Bachelor's
null
25.307215
Urban
Premium
2
0
588
9
2021-10-20 15:21:39.273973
Average
Yes
Monthly
Apartment
267
1,198,157
39
Female
779
Married
2
PhD
null
19.769614
Rural
Premium
0
16
504
8
2020-12-21 15:21:39.194829
Poor
Yes
Monthly
Condo
914
1,198,158
26
Male
7,976
Single
0
Bachelor's
Self-Employed
17.916023
Rural
Comprehensive
0
19
628
9
2021-06-11 15:21:39.244069
Poor
Yes
Rarely
Apartment
4,586
1,198,159
34
Female
29,505
Divorced
1
Master's
Unemployed
19.350012
Suburban
Premium
1
8
319
2
2023-06-05 15:21:39.228521
Poor
No
Daily
House
1,752
1,198,160
53
Male
17,054
Married
2
PhD
Employed
5.936644
Rural
Comprehensive
0
9
832
7
2021-04-29 15:21:39.219432
Good
Yes
Rarely
Condo
537
1,198,161
40
Female
36,130
Married
null
Bachelor's
null
46.072054
Urban
Premium
0
7
799
1
2023-06-07 15:21:39.155231
Good
No
Monthly
House
1,086
1,198,162
30
Female
24,996
Single
4
Bachelor's
Self-Employed
15.923279
Urban
Comprehensive
0
1
744
9
2019-09-25 15:21:39.261856
Average
Yes
Daily
Apartment
624
1,198,163
59
Male
8,096
Divorced
3
PhD
null
45.564803
Suburban
Comprehensive
0
6
519
5
2023-02-02 15:21:39.106582
Average
No
Monthly
House
2,484
1,198,164
29
Male
61,269
Single
null
Master's
Self-Employed
14.28395
Rural
Premium
1
17
335
1
2019-11-25 15:21:39.264504
Average
No
Weekly
Apartment
1,129
1,198,165
46
Male
27,557
Married
4
High School
null
25.893625
Urban
Comprehensive
0
8
799
5
2023-09-21 15:21:39.173834
Poor
Yes
Rarely
Condo
508
1,198,166
60
Male
8,930
Divorced
0
PhD
Self-Employed
26.867
Urban
Basic
null
10
490
8
2020-08-18 15:21:39.210805
Average
No
Monthly
Apartment
654
1,198,167
41
Male
82,455
Married
1
PhD
null
19.927247
Urban
Basic
1
2
581
7
2021-08-12 15:21:39.255696
Poor
Yes
Weekly
House
361
1,198,168
36
Female
12,709
Single
0
Bachelor's
Self-Employed
22.878018
Urban
Basic
null
15
772
4
2020-07-09 15:21:39.172097
Average
Yes
Monthly
Condo
556
1,198,169
29
Male
28,561
Single
1
PhD
Self-Employed
37.23505
Rural
Premium
1
0
786
6
2022-11-08 15:21:39.209847
Good
No
Daily
Condo
2,051
1,198,170
57
Male
18,096
Married
4
Bachelor's
Employed
null
Rural
Basic
1
10
null
6
2020-08-25 15:21:39.134960
Good
Yes
Monthly
Apartment
3,341
1,198,171
31
Female
4,094
null
1
Bachelor's
Employed
10.13853
Suburban
Basic
1
16
344
2
2020-02-19 15:21:39.263607
Poor
No
Weekly
Condo
884
1,198,172
55
Female
36,804
Married
2
High School
Unemployed
20.697627
Urban
Basic
null
8
585
3
2020-11-16 15:21:39.154008
Average
Yes
Weekly
Condo
515
1,198,173
26
Female
83,428
Married
2
PhD
Self-Employed
48.254907
Rural
Premium
1
16
303
4
2021-06-17 15:21:39.191219
Average
No
Daily
Condo
30
1,198,174
39
Male
84,941
Divorced
0
Bachelor's
null
10.380053
Suburban
Comprehensive
1
0
404
1
2021-05-20 15:21:39.086123
Average
No
Rarely
House
903
1,198,175
63
Male
11,640
Married
2
Master's
Unemployed
7.099667
Suburban
Comprehensive
3
0
836
7
2021-06-11 15:21:39.134960
Average
Yes
Monthly
Apartment
1,584
1,198,176
49
Male
64,873
Married
4
High School
Unemployed
26.711369
Rural
Comprehensive
1
14
448
5
2020-07-14 15:21:39.248098
Good
No
Weekly
House
2,749
1,198,177
33
Female
45,905
Divorced
4
Master's
Unemployed
14.616867
Suburban
Premium
2
2
659
3
2022-10-30 15:21:39.105504
Good
Yes
Rarely
Condo
290
1,198,178
22
Female
39,390
Married
0
Bachelor's
null
6.579879
Rural
Premium
0
17
753
8
2019-09-16 15:21:39.086123
Good
Yes
Monthly
House
756
1,198,179
47
Female
66,797
Married
3
High School
Employed
15.955239
Urban
Basic
2
4
null
1
2021-09-03 15:21:39.084065
Average
No
Daily
House
25
1,198,180
40
Male
24,467
Married
4
Master's
Unemployed
23.80651
Urban
Premium
null
4
733
1
2022-10-31 15:21:39.226954
Poor
Yes
Daily
Apartment
963
1,198,181
49
Female
24,169
Single
3
Master's
Employed
31.923804
Urban
Comprehensive
2
17
699
1
2023-04-25 15:21:39.205850
Average
No
Daily
Condo
362
1,198,182
40
Male
2,361
Divorced
0
High School
Self-Employed
46.725949
Rural
Premium
null
4
722
8
2019-09-17 15:21:39.172097
Good
No
Rarely
Apartment
1,245
1,198,183
19
Male
15,892
Single
2
Bachelor's
null
null
Suburban
Basic
1
13
null
1
2022-06-22 15:21:39.152732
Average
Yes
Daily
House
602
1,198,184
44
Female
49,814
Divorced
null
Master's
Self-Employed
32.934602
Urban
Basic
3
7
639
5
2022-05-30 15:21:39.194829
Poor
Yes
Weekly
Condo
2,341
1,198,185
39
Female
28,161
Single
0
Bachelor's
Self-Employed
5.780033
Rural
Basic
null
16
562
1
2020-04-12 15:21:39.237118
Poor
No
Monthly
Apartment
3,162
1,198,186
54
Male
8,453
Divorced
4
PhD
Employed
29.424812
Urban
Basic
0
5
null
5
2021-04-16 15:21:39.131192
Good
Yes
Weekly
House
1,462
1,198,187
26
Male
6,088
Single
3
Master's
null
35.163856
Suburban
Basic
2
1
null
1
2020-12-10 15:21:39.221386
Good
No
Weekly
House
1,301
1,198,188
60
Female
45,931
Single
2
Bachelor's
Self-Employed
22.622127
Suburban
Basic
1
13
748
8
2021-04-18 15:21:39.096739
null
No
Rarely
House
919
1,198,189
null
Female
37,303
Married
1
Master's
Self-Employed
22.647661
Urban
Premium
null
15
null
3
2023-10-29 15:21:39.194829
Good
Yes
Monthly
House
1,885
1,198,190
60
Male
2,954
Divorced
4
PhD
null
19.593899
Urban
Comprehensive
null
9
634
8
2020-09-18 15:21:39.279729
null
Yes
Weekly
House
224
1,198,191
56
Female
38,612
Divorced
0
PhD
Employed
6.759546
Rural
Premium
0
17
751
7
2022-09-02 15:21:39.289099
Good
No
Monthly
Apartment
1,021
1,198,192
64
Female
30,178
Single
2
Master's
Unemployed
7.808905
Urban
Basic
0
9
767
7
2023-11-07 15:21:39.091080
Poor
Yes
Daily
Condo
2,903
1,198,193
63
Male
102,270
Single
4
High School
null
21.858437
Rural
Comprehensive
1
18
534
5
2022-02-28 15:21:39.181605
Poor
Yes
Rarely
House
273
1,198,194
61
Female
120,163
Divorced
1
High School
Self-Employed
43.684799
Suburban
Premium
null
2
492
2
2021-12-04 15:21:39.134960
null
Yes
Monthly
Apartment
25
1,198,195
43
Female
5,907
Single
null
Master's
Self-Employed
18.954307
Rural
Premium
1
7
692
3
2023-01-23 15:21:39.092127
Good
No
Daily
House
791
1,198,196
52
Male
40,446
Single
3
Master's
null
null
Urban
Comprehensive
null
7
826
9
2021-10-27 15:21:39.155231
Poor
Yes
Monthly
Condo
716
1,198,197
54
Female
7,073
Married
1
High School
Self-Employed
21.877896
Urban
Basic
0
16
709
1
2023-01-30 15:21:39.221386
Average
No
Rarely
Condo
839
1,198,198
55
Female
76,581
Divorced
0
PhD
null
29.528769
Suburban
Premium
1
2
360
3
2020-04-02 15:21:39.134960
Good
Yes
Daily
Apartment
382
1,198,199
43
Male
57,848
Single
3
PhD
Unemployed
7.92014
Rural
Comprehensive
0
9
368
7
2023-01-05 15:21:39.102694
Poor
No
Daily
Apartment
1,518