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
1,197,100
33
Male
27,281
Divorced
4
Bachelor's
Unemployed
34.890939
Urban
Premium
1
15
651
2
2022-11-24 15:21:39.230483
Poor
No
Monthly
Apartment
903
1,197,101
47
Male
10,389
Divorced
1
PhD
Employed
22.184488
Suburban
Premium
null
10
null
5
2021-11-21 15:21:39.221386
Average
No
Weekly
Condo
1,471
1,197,102
23
Male
26,963
Single
0
High School
Self-Employed
44.912461
Rural
Basic
1
8
511
4
2021-02-04 15:21:39.194829
Good
No
Monthly
House
1,383
1,197,103
42
Female
9,769
Married
4
Master's
Employed
38.362454
Suburban
Comprehensive
null
10
752
5
2022-03-03 15:21:39.134960
Poor
No
Rarely
House
119
1,197,104
20
Male
17,891
Married
3
Master's
Unemployed
23.482568
Rural
Comprehensive
null
15
569
4
2020-04-09 15:21:39.205850
Average
No
Monthly
Apartment
637
1,197,105
62
Male
48,568
Married
4
High School
Self-Employed
15.272448
Rural
Basic
0
19
434
1
2021-04-10 15:21:39.082499
Poor
No
Weekly
Apartment
2,248
1,197,106
47
Female
3,763
Single
2
PhD
Employed
32.803937
Suburban
Premium
null
1
440
7
2022-02-02 15:21:39.192212
Good
Yes
Monthly
House
1,086
1,197,107
34
Male
18,566
Single
4
High School
Self-Employed
38.555925
Rural
Premium
2
14
489
7
2019-10-09 15:21:39.130190
Average
No
Rarely
House
125
1,197,108
43
Female
61,281
Married
3
High School
Employed
18.078378
Urban
Premium
1
7
382
5
2019-09-21 15:21:39.171102
Poor
No
Weekly
Condo
787
1,197,109
47
Female
68,627
Single
3
Master's
Self-Employed
16.671871
Suburban
Comprehensive
2
12
391
9
2022-08-02 15:21:39.102694
Average
No
Daily
Apartment
1,518
1,197,110
63
Male
null
Single
3
Bachelor's
null
50.959191
Suburban
Basic
0
19
778
4
2021-09-06 15:21:39.274993
null
Yes
Weekly
Condo
669
1,197,111
31
Male
704
Divorced
4
Master's
Self-Employed
22.054765
Suburban
Basic
null
2
null
6
2023-03-05 15:21:39.224915
Poor
Yes
Monthly
House
2,610
1,197,112
43
Male
5,712
Divorced
3
Bachelor's
Unemployed
7.450147
Suburban
Comprehensive
2
2
617
3
2022-05-04 15:21:39.224915
Average
Yes
Rarely
House
710
1,197,113
54
Female
6,203
Single
2
Master's
Self-Employed
20.711761
Urban
Basic
null
4
415
9
2022-07-09 15:21:39.253660
Good
No
Weekly
House
889
1,197,114
47
Female
382
Married
2
PhD
Self-Employed
13.988246
Urban
Basic
1
14
832
1
2022-05-16 15:21:39.111551
Good
No
Daily
Condo
1,165
1,197,115
44
Male
1,002
Single
2
PhD
Employed
25.693095
Urban
Comprehensive
2
1
null
1
2022-08-12 15:21:39.180553
Average
Yes
Rarely
Apartment
1,342
1,197,116
30
Female
6,950
Divorced
4
Master's
Unemployed
24.867652
Rural
Premium
0
9
513
9
2022-12-18 15:21:39.222387
Average
No
Weekly
Condo
276
1,197,117
25
Male
45,956
Married
0
Bachelor's
Unemployed
21.504678
Suburban
Comprehensive
1
16
605
2
2021-01-29 15:21:39.257696
Good
Yes
Daily
Apartment
614
1,197,118
51
Female
122,528
Single
1
PhD
Self-Employed
15.838206
Suburban
Comprehensive
0
11
328
5
2023-09-21 15:21:39.110557
Average
No
Daily
Condo
1,845
1,197,119
52
Male
29,862
Divorced
2
Master's
Employed
28.939826
Urban
Basic
1
16
326
2
2023-11-28 15:21:39.251142
Poor
No
Rarely
Apartment
1,236
1,197,120
58
Male
17,001
Divorced
2
Bachelor's
Unemployed
16.566876
Urban
Basic
2
6
696
6
2022-05-14 15:21:39.134960
Average
No
Weekly
Condo
473
1,197,121
47
Female
27,132
Married
4
PhD
Unemployed
30.455765
Urban
Premium
null
4
506
8
2022-05-12 15:21:39.164044
Good
Yes
Rarely
Apartment
1,142
1,197,122
35
Female
7,069
Single
4
Master's
null
24.262799
Urban
Basic
2
8
478
7
2022-06-13 15:21:39.134960
Poor
Yes
Monthly
Apartment
639
1,197,123
21
Female
21,874
Single
2
High School
Unemployed
14.32973
Urban
Basic
null
0
null
7
2020-10-07 15:21:39.134960
Poor
No
Monthly
Condo
716
1,197,124
48
Female
70,894
Single
0
Master's
Self-Employed
21.977103
Suburban
Comprehensive
1
18
619
3
2023-08-18 15:21:39.175719
Good
Yes
Daily
Condo
222
1,197,125
34
Female
40,940
Single
3
Master's
Self-Employed
null
Urban
Comprehensive
0
10
498
6
2020-09-06 15:21:39.278402
Average
Yes
Weekly
House
20
1,197,126
52
Male
64,474
Single
1
Bachelor's
Employed
18.835707
Suburban
Comprehensive
0
15
449
1
2021-08-21 15:21:39.107553
Average
Yes
Monthly
House
834
1,197,127
30
Male
806
Divorced
4
Bachelor's
Self-Employed
35.843805
Urban
Basic
null
12
806
5
2022-09-24 15:21:39.087123
Poor
Yes
Weekly
Condo
40
1,197,128
37
Female
68,424
Single
2
Bachelor's
null
32.07563
Rural
Comprehensive
0
18
518
2
2022-12-27 15:21:39.224915
Average
No
Weekly
Apartment
47
1,197,129
63
Female
17,991
Divorced
2
High School
null
9.843209
Urban
Basic
null
17
552
5
2022-10-13 15:21:39.237118
Poor
Yes
Weekly
Apartment
494
1,197,130
42
Female
84,554
Married
4
High School
null
9.827245
Suburban
Basic
1
15
829
7
2020-12-19 15:21:39.092127
Good
No
Daily
House
262
1,197,131
52
Female
51,536
Married
2
PhD
Self-Employed
17.037316
Suburban
Premium
1
9
400
4
2020-01-20 15:21:39.281787
Poor
No
Daily
Apartment
165
1,197,132
64
Female
1,592
Single
3
Bachelor's
null
14.44325
Suburban
Basic
2
10
811
1
2020-06-14 15:21:39.282785
Good
Yes
Weekly
House
812
1,197,133
51
Male
24,486
Divorced
3
Master's
Unemployed
23.815775
Rural
Basic
0
4
412
3
2022-05-20 15:21:39.134960
Poor
No
Daily
Condo
1,374
1,197,134
25
Male
null
Single
2
High School
Employed
8.847285
Rural
Premium
1
15
700
6
2020-04-17 15:21:39.237118
Poor
Yes
Monthly
House
377
1,197,135
38
Male
12,518
Married
1
PhD
Unemployed
25.823189
Suburban
Comprehensive
1
10
762
6
2022-01-02 15:21:39.285112
Average
No
Daily
Apartment
578
1,197,136
64
Male
52,901
Married
3
High School
Unemployed
46.826277
Urban
Basic
1
1
836
4
2022-06-23 15:21:39.276901
Good
Yes
Daily
Condo
159
1,197,137
47
Female
6,054
Married
1
Master's
null
12.511847
Urban
Comprehensive
2
7
749
6
2021-06-30 15:21:39.134960
Average
No
Weekly
House
886
1,197,138
25
Male
6,819
Single
1
Bachelor's
Employed
7.788232
Suburban
Comprehensive
1
9
814
5
2021-04-06 15:21:39.155231
Poor
Yes
Daily
House
998
1,197,139
49
Female
44,871
Divorced
1
Bachelor's
null
17.778882
Suburban
Premium
1
8
695
5
2023-09-14 15:21:39.207847
Poor
No
Daily
Apartment
914
1,197,140
28
Male
82,218
Single
2
PhD
null
33.088969
Urban
Basic
null
2
748
2
2022-05-11 15:21:39.111551
null
Yes
Rarely
Apartment
3,086
1,197,141
19
Male
453
Married
3
PhD
null
27.552375
Urban
Premium
3
6
534
6
2019-10-16 15:21:39.112553
Average
No
Daily
House
728
1,197,142
null
Female
15,892
Married
2
High School
null
7.807631
Urban
Basic
2
6
488
2
2021-04-08 15:21:39.096739
Poor
No
Rarely
House
522
1,197,143
25
Male
35,311
Married
4
Bachelor's
null
7.519468
Suburban
Premium
0
5
466
9
2021-02-10 15:21:39.087123
Average
Yes
Rarely
Condo
1,496
1,197,144
33
Male
2,490
Divorced
1
Bachelor's
null
15.084875
Urban
Comprehensive
null
8
578
2
2020-09-25 15:21:39.134960
Good
Yes
Rarely
Condo
365
1,197,145
38
Female
17,430
Single
1
Bachelor's
Self-Employed
21.8952
Rural
Comprehensive
null
7
604
5
2021-08-20 15:21:39.129190
Average
Yes
Daily
Condo
1,076
1,197,146
59
Male
955
Married
1
PhD
Employed
28.02288
Urban
Premium
null
18
515
9
2023-01-17 15:21:39.092127
Average
Yes
Monthly
Condo
293
1,197,147
39
Female
72,828
Single
4
Master's
null
null
Suburban
Basic
0
19
null
2
2020-06-27 15:21:39.134960
Poor
Yes
Rarely
House
38
1,197,148
62
Female
null
Married
1
Bachelor's
null
24.913472
Rural
Premium
3
19
315
5
2019-12-26 15:21:39.236064
Average
No
Monthly
Apartment
834
1,197,149
29
Male
40,327
Divorced
1
Bachelor's
Unemployed
13.753869
Urban
Basic
1
13
621
4
2019-09-17 15:21:39.125660
Poor
Yes
Weekly
Apartment
1,613
1,197,150
37
Male
43,653
Single
null
Bachelor's
Unemployed
12.912755
Suburban
Comprehensive
3
18
460
6
2020-10-19 15:21:39.105504
Poor
No
Weekly
Condo
1,534
1,197,151
18
Female
56,626
Single
3
High School
Employed
13.246445
Urban
Comprehensive
0
1
751
8
2021-10-25 15:21:39.134960
Average
No
Weekly
Apartment
115
1,197,152
55
Female
6,976
Married
0
Master's
Employed
22.160761
Rural
Comprehensive
null
15
498
4
2020-05-25 15:21:39.194829
Average
Yes
Daily
Apartment
1,369
1,197,153
47
Male
6,870
Married
4
High School
Unemployed
23.26137
Urban
Comprehensive
0
6
393
4
2021-12-08 15:21:39.123711
Good
No
Rarely
House
1,204
1,197,154
38
Male
57,933
Single
null
Bachelor's
Self-Employed
31.744685
Suburban
Premium
2
12
337
5
2021-08-01 15:21:39.252145
Good
Yes
Monthly
Condo
906
1,197,155
21
Female
8,891
Divorced
2
Bachelor's
Self-Employed
26.012676
Urban
Premium
1
15
799
3
2021-02-07 15:21:39.251142
Good
Yes
Weekly
Condo
1,210
1,197,156
63
Male
17,074
Single
3
High School
Employed
null
Rural
Basic
2
15
556
3
2022-11-26 15:21:39.172097
Poor
Yes
Weekly
Apartment
1,646
1,197,157
54
Male
15,954
Single
4
Master's
Self-Employed
8.534209
Suburban
Comprehensive
1
10
708
5
2020-03-07 15:21:39.134960
Average
No
Weekly
Condo
739
1,197,158
21
Female
30,254
Divorced
null
Bachelor's
Employed
28.692503
Urban
Basic
null
11
692
3
2023-04-20 15:21:39.167099
Average
Yes
Rarely
House
749
1,197,159
58
Female
4,532
Married
0
High School
null
32.177596
Rural
Premium
0
19
438
1
2023-04-12 15:21:39.283783
Good
No
Monthly
Condo
716
1,197,160
28
Female
6,079
Divorced
3
PhD
null
22.643373
Rural
Premium
1
14
799
1
2020-02-05 15:21:39.134960
Average
No
Daily
House
1,205
1,197,161
60
Female
60,788
Divorced
1
PhD
Unemployed
24.016954
Rural
Premium
null
13
509
1
2024-07-05 15:21:39.155231
Good
Yes
Monthly
House
2,799
1,197,162
37
Female
37,635
Divorced
null
Bachelor's
Employed
33.937318
Urban
Comprehensive
0
5
513
6
2024-05-25 15:21:39.191219
Good
Yes
Daily
Apartment
105
1,197,163
50
Male
20,495
Single
1
High School
null
22.092346
Rural
Premium
2
0
817
1
2024-02-24 15:21:39.146733
Good
Yes
Rarely
House
1,548
1,197,164
31
Female
132,032
Divorced
2
High School
null
24.926786
Rural
Comprehensive
3
14
417
6
2022-06-14 15:21:39.147735
Average
Yes
Weekly
Apartment
1,605
1,197,165
40
Female
728
Divorced
1
PhD
Self-Employed
48.569766
Urban
Basic
0
0
476
9
2023-10-01 15:21:39.114118
Average
No
Rarely
Apartment
1,032
1,197,166
57
Male
50,746
Married
4
Master's
Self-Employed
24.859119
Urban
Premium
0
14
393
7
2022-09-02 15:21:39.192212
Poor
No
Monthly
Apartment
531
1,197,167
58
Female
null
Divorced
2
High School
null
15.95831
Suburban
Comprehensive
0
8
796
1
2022-10-27 15:21:39.221386
Poor
Yes
Weekly
Condo
150
1,197,168
47
Male
54,734
Married
0
Master's
null
40.85823
Urban
Comprehensive
null
9
476
8
2020-06-21 15:21:39.149731
Average
No
Rarely
Condo
24
1,197,169
26
Male
40,491
Divorced
4
Bachelor's
Unemployed
41.460834
Rural
Comprehensive
null
8
485
4
2024-03-19 15:21:39.192212
Good
No
Weekly
House
671
1,197,170
28
Male
3,750
Married
3
Master's
Unemployed
36.671088
Rural
Basic
2
13
731
6
2023-11-16 15:21:39.087123
Poor
Yes
Daily
House
1,705
1,197,171
25
Female
114,916
Single
1
Bachelor's
Employed
13.076787
Rural
Premium
3
12
496
7
2022-07-31 15:21:39.167099
Poor
Yes
Monthly
House
2,833
1,197,172
25
Female
29,095
Married
3
High School
Employed
23.794271
Suburban
Comprehensive
0
9
null
9
2020-05-21 15:21:39.110557
Average
Yes
Rarely
House
1,085
1,197,173
62
Male
4,900
Married
1
PhD
Self-Employed
23.769132
Urban
Basic
2
11
null
6
2021-11-18 15:21:39.134960
Average
No
Monthly
House
1,813
1,197,174
60
Male
26,963
Single
null
Bachelor's
Employed
null
Urban
Premium
null
0
474
9
2020-03-18 15:21:39.170099
Poor
No
Weekly
Condo
513
1,197,175
47
Male
11,497
Single
3
High School
Unemployed
18.966304
Suburban
Basic
0
9
330
3
2021-08-09 15:21:39.144722
Good
Yes
Monthly
Apartment
4,789
1,197,176
31
Male
25,443
Single
2
Bachelor's
Self-Employed
12.108925
Suburban
Basic
1
11
320
3
2024-04-02 15:21:39.092127
Average
Yes
Weekly
Apartment
1,683
1,197,177
54
Male
3,357
Divorced
4
PhD
Employed
11.958494
Rural
Premium
2
3
null
8
2022-08-16 15:21:39.194829
Poor
No
Monthly
Apartment
3,197
1,197,178
50
Male
659
Single
1
Master's
Employed
14.735984
Rural
Comprehensive
1
17
755
1
2021-03-22 15:21:39.087123
Average
No
Monthly
Condo
25
1,197,179
57
Female
35,303
Divorced
3
High School
null
16.827258
Rural
Basic
0
16
696
7
2021-08-22 15:21:39.216387
Good
Yes
Monthly
Apartment
303
1,197,180
48
Male
54,541
Divorced
1
PhD
null
52.355792
Rural
Premium
null
5
788
3
2020-04-05 15:21:39.155231
Good
Yes
Monthly
Condo
1,248
1,197,181
29
Male
130,175
Married
2
Bachelor's
Unemployed
10.937345
Rural
Comprehensive
null
5
308
9
2023-02-12 15:21:39.083497
Average
Yes
Monthly
Apartment
2,059
1,197,182
48
Male
53,470
Single
4
PhD
Unemployed
26.71482
Urban
Comprehensive
1
13
369
1
2021-06-15 15:21:39.134960
Poor
No
Monthly
Apartment
640
1,197,183
40
Female
15,109
Divorced
null
PhD
Employed
29.943161
Rural
Premium
1
17
761
6
2023-03-29 15:21:39.148733
Average
No
Rarely
Condo
972
1,197,184
35
Female
44,782
Divorced
1
Master's
Employed
24.749187
Suburban
Basic
null
7
681
6
2021-08-02 15:21:39.134960
Poor
Yes
Daily
House
476
1,197,185
27
Female
3,965
Married
2
Master's
null
20.240011
Rural
Comprehensive
1
17
404
3
2023-03-04 15:21:39.198406
null
No
Weekly
Condo
554
1,197,186
47
Female
4,833
Married
2
PhD
null
null
Rural
Comprehensive
2
12
673
3
2024-05-03 15:21:39.201446
Good
No
Monthly
Condo
2,168
1,197,187
57
Female
1,054
Married
1
Master's
null
8.926388
Rural
Comprehensive
null
2
664
7
2021-11-27 15:21:39.219432
Good
No
Weekly
House
2,079
1,197,188
64
Female
null
Single
3
High School
Unemployed
20.663506
Rural
Comprehensive
3
7
632
7
2022-01-17 15:21:39.105504
Good
Yes
Daily
Apartment
2,745
1,197,189
22
Male
3,711
Divorced
2
Master's
Unemployed
6.868667
Rural
Premium
null
18
564
6
2024-02-05 15:21:39.245086
Good
Yes
Daily
Condo
2,167
1,197,190
35
Female
28,464
Divorced
1
Bachelor's
Self-Employed
13.31403
Suburban
Basic
1
0
712
4
2022-11-07 15:21:39.155231
Good
No
Daily
House
137
1,197,191
31
Male
44,003
Divorced
0
Master's
Employed
8.918463
Rural
Basic
null
16
712
2
2020-02-23 15:21:39.128286
Average
No
Daily
Condo
1,759
1,197,192
19
Male
2,576
Married
4
Bachelor's
Self-Employed
11.548748
Suburban
Comprehensive
null
16
716
1
2021-09-03 15:21:39.228521
null
Yes
Weekly
Apartment
648
1,197,193
38
Male
1,077
Married
0
High School
Employed
29.35407
Urban
Premium
2
0
484
7
2022-04-22 15:21:39.122134
Average
No
Monthly
Apartment
1,016
1,197,194
25
Female
7,763
Married
4
Master's
Self-Employed
7.190311
Rural
Comprehensive
null
2
791
8
2020-12-07 15:21:39.237118
Good
Yes
Weekly
Condo
3,700
1,197,195
44
Male
114,939
Married
1
Master's
Unemployed
40.958689
Urban
Comprehensive
1
19
394
3
2022-08-21 15:21:39.123711
Average
No
Weekly
House
1,895
1,197,196
53
Female
2,748
Single
4
PhD
null
12.052233
Suburban
Basic
null
10
475
9
2023-06-12 15:21:39.155231
Average
No
Weekly
House
3,801
1,197,197
25
Female
9,961
Single
3
Master's
Self-Employed
22.013985
Suburban
Basic
null
4
585
9
2020-01-31 15:21:39.283783
Average
Yes
Rarely
Condo
537
1,197,198
58
Male
6,848
Divorced
2
High School
null
27.49233
Urban
Basic
2
4
837
1
2022-07-25 15:21:39.131192
Average
Yes
Monthly
House
596
1,197,199
47
Female
71,891
Divorced
null
High School
Employed
23.352319
Rural
Premium
1
13
489
4
2021-04-03 15:21:39.237118
Good
Yes
Monthly
Condo
20