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
5,100
27
Female
84,817
Married
2
Bachelor's
null
31.744305
Urban
Comprehensive
0
2
672
7
2019-08-24 15:21:39.105404
Poor
Yes
Monthly
Condo
2,246
5,101
49
Female
48,842
Divorced
4
Master's
Self-Employed
44.141008
Suburban
Comprehensive
1
3
419
1
2020-12-06 15:21:39.173834
Good
Yes
Monthly
Apartment
1,542
5,102
39
Male
20
Married
null
High School
Unemployed
16.13708
Urban
Comprehensive
0
6
654
4
2021-01-30 15:21:39.172097
Poor
No
Monthly
Apartment
793
5,103
58
Female
7,595
Married
0
PhD
Unemployed
6.686571
Suburban
Premium
3
7
616
7
2022-07-13 15:21:39.235012
Good
Yes
Monthly
Condo
522
5,104
33
Female
8,881
Single
0
PhD
Unemployed
13.99892
Suburban
Premium
2
19
719
3
2023-12-16 15:21:39.134960
Poor
No
Daily
House
1,459
5,105
55
Female
45,374
Married
4
Master's
null
null
Urban
Basic
0
4
566
1
2023-09-23 15:21:39.110557
Poor
No
Weekly
House
1,014
5,106
55
Male
2,312
Single
3
High School
null
10.879129
Suburban
Basic
null
7
845
6
2019-10-15 15:21:39.223901
Average
No
Weekly
Apartment
2,747
5,107
61
Male
null
Single
3
Master's
null
17.413924
Suburban
Basic
1
5
765
8
2021-08-03 15:21:39.172097
Average
Yes
Rarely
Condo
255
5,108
36
Female
30,224
Married
0
Master's
Self-Employed
19.012461
Urban
Comprehensive
null
0
590
3
2021-06-08 15:21:39.172097
Average
No
Rarely
Condo
482
5,109
38
Male
27,892
Married
2
Master's
Unemployed
19.619112
Suburban
Basic
2
7
756
4
2021-08-09 15:21:39.086123
Good
No
Daily
House
629
5,110
62
Female
5,930
Married
3
PhD
Self-Employed
null
Urban
Basic
null
0
null
6
2020-06-02 15:21:39.223901
Poor
No
Rarely
Apartment
818
5,111
42
Female
61,466
Married
4
Bachelor's
Employed
38.986556
Urban
Comprehensive
null
8
null
6
2022-06-03 15:21:39.151732
Average
No
Monthly
Condo
175
5,112
58
Male
86,548
Single
1
Master's
Self-Employed
43.735364
Urban
Premium
1
13
566
9
2023-12-19 15:21:39.237118
Poor
Yes
Rarely
Apartment
130
5,113
32
Male
null
Married
4
Master's
null
7.936371
Urban
Premium
null
8
331
8
2021-03-01 15:21:39.134960
Average
Yes
Daily
Condo
818
5,114
53
Female
28,305
Married
null
Master's
Self-Employed
32.752613
Rural
Premium
0
4
751
6
2022-01-27 15:21:39.264504
Poor
No
Weekly
Condo
1,522
5,115
21
Female
54,527
Divorced
0
Master's
Employed
32.738203
Suburban
Premium
0
2
null
5
2021-04-11 15:21:39.249100
Poor
Yes
Daily
Apartment
318
5,116
31
Male
16,082
Married
0
PhD
Employed
33.01228
Rural
Premium
null
2
533
4
2022-09-08 15:21:39.237118
Average
Yes
Rarely
House
2,851
5,117
45
Female
23,717
Single
1
Bachelor's
Employed
13.387471
Rural
Comprehensive
0
6
717
6
2024-04-20 15:21:39.182597
Poor
No
Weekly
House
1,108
5,118
48
Female
17,384
Single
1
High School
null
19.752238
Urban
Premium
null
1
584
9
2021-01-18 15:21:39.092127
Average
No
Rarely
House
304
5,119
30
Male
93,793
Married
3
Bachelor's
Self-Employed
27.352418
Suburban
Premium
0
0
303
4
2022-11-09 15:21:39.192212
Average
Yes
Daily
Apartment
133
5,120
35
Male
61,631
Divorced
3
Master's
Self-Employed
9.922267
Rural
Premium
1
15
584
3
2020-12-26 15:21:39.289099
Good
Yes
Weekly
House
119
5,121
37
Male
31,879
Married
2
Master's
null
12.459027
Suburban
Basic
1
2
342
4
2019-11-02 15:21:39.206847
Good
Yes
Daily
House
832
5,122
null
Male
15,279
Married
0
Master's
Unemployed
21.426717
Rural
Comprehensive
null
1
552
4
2019-12-05 15:21:39.259788
Good
Yes
Daily
House
661
5,123
44
Female
20,720
Married
4
Master's
Employed
17.882624
Urban
Basic
2
5
null
4
2021-04-03 15:21:39.106582
Poor
Yes
Weekly
Condo
819
5,124
22
Male
5,967
Married
3
Bachelor's
Employed
27.891975
Urban
Basic
0
1
532
3
2023-11-24 15:21:39.118178
Average
No
Daily
House
2,582
5,125
49
Female
20,533
Single
3
Master's
Self-Employed
19.826181
Suburban
Premium
0
1
533
4
2024-07-20 15:21:39.199447
Average
Yes
Daily
Condo
1,069
5,126
19
Male
53,986
Married
4
High School
Employed
38.081789
Rural
Comprehensive
0
12
336
9
2024-04-04 15:21:39.254678
null
Yes
Daily
House
511
5,127
53
Female
26,413
Married
3
Bachelor's
null
24.92982
Suburban
Basic
null
15
730
6
2019-09-23 15:21:39.088124
Good
Yes
Daily
House
269
5,128
23
Female
636
Married
1
Bachelor's
Unemployed
46.752688
Suburban
Comprehensive
2
5
718
2
2020-12-22 15:21:39.155231
Good
No
Monthly
Apartment
1,857
5,129
53
Female
1,235
Divorced
2
Master's
Employed
18.419988
Suburban
Basic
1
18
486
2
2022-07-08 15:21:39.102694
Good
No
Daily
House
1,028
5,130
43
Male
11,980
Single
2
PhD
Self-Employed
13.392714
Urban
Comprehensive
null
1
772
2
2021-01-16 15:21:39.213373
Good
Yes
Weekly
House
538
5,131
36
Male
3,929
Single
3
PhD
null
12.993637
Urban
Comprehensive
2
18
644
3
2021-04-27 15:21:39.092127
Average
No
Rarely
Condo
1,657
5,132
26
Male
3,098
Married
2
Master's
null
31.074668
Urban
Comprehensive
3
1
586
4
2023-02-22 15:21:39.155231
Average
Yes
Rarely
Apartment
442
5,133
45
Female
80,772
Married
0
High School
null
13.738331
Rural
Comprehensive
0
18
320
2
2021-05-31 15:21:39.190215
Poor
Yes
Daily
Apartment
2,034
5,134
56
Male
64,564
Married
4
High School
Unemployed
null
Rural
Basic
0
14
468
2
2023-04-12 15:21:39.134960
null
No
Weekly
House
952
5,135
28
Male
44,954
Single
0
PhD
Unemployed
29.527543
Rural
Premium
null
15
544
2
2022-08-03 15:21:39.107553
null
No
Rarely
House
2,187
5,136
57
Male
33,890
Married
4
Bachelor's
Unemployed
5.897997
Urban
Premium
1
5
549
8
2022-11-29 15:21:39.083497
Average
Yes
Daily
Apartment
441
5,137
37
Female
87,982
Single
3
Master's
null
19.305577
Urban
Basic
0
0
586
3
2021-02-25 15:21:39.221386
null
No
Monthly
Apartment
1,879
5,138
39
Female
2,301
Divorced
2
High School
Self-Employed
31.481465
Rural
Comprehensive
3
12
705
1
2022-05-02 15:21:39.097737
Poor
No
Rarely
Apartment
115
5,139
41
Female
27,281
Divorced
2
Master's
null
22.331019
Suburban
Comprehensive
1
12
438
9
2019-09-13 15:21:39.259788
Good
No
Daily
Condo
4,538
5,140
53
Male
1,210
Divorced
2
Master's
null
15.939674
Suburban
Premium
2
11
657
2
2020-04-13 15:21:39.134960
Good
No
Daily
Condo
882
5,141
21
Male
110,529
Married
2
PhD
null
30.92408
Rural
Premium
1
2
426
6
2021-06-14 15:21:39.134960
Good
Yes
Rarely
Apartment
920
5,142
35
Female
43,989
Divorced
2
Bachelor's
Self-Employed
40.726872
Rural
Basic
null
10
816
1
2021-01-11 15:21:39.134960
Poor
No
Weekly
Condo
37
5,143
48
Female
56,657
Single
1
Bachelor's
Employed
15.92486
Urban
Comprehensive
2
19
685
7
2020-09-20 15:21:39.192212
Good
Yes
Daily
Apartment
24
5,144
62
Female
73,954
Divorced
3
High School
Unemployed
40.835361
Suburban
Basic
null
13
456
4
2021-07-06 15:21:39.283783
Poor
Yes
Weekly
Apartment
544
5,145
43
Female
2,292
Married
0
Bachelor's
Employed
13.371156
Rural
Premium
1
1
null
9
2020-03-13 15:21:39.154008
null
No
Weekly
House
436
5,146
39
Female
12,961
Single
1
Bachelor's
null
18.52789
Suburban
Basic
0
2
832
7
2021-03-04 15:21:39.134960
Good
Yes
Monthly
Apartment
439
5,147
33
Female
11,536
Single
1
High School
null
33.584489
Urban
Premium
1
13
489
1
2022-10-27 15:21:39.237118
Average
Yes
Monthly
House
522
5,148
26
Male
null
Married
null
Master's
null
21.428853
Suburban
Premium
1
16
627
6
2022-01-23 15:21:39.257696
Average
No
Rarely
Apartment
283
5,149
58
Female
33,159
Divorced
0
Bachelor's
Self-Employed
43.845137
Suburban
Comprehensive
1
5
null
8
2020-01-20 15:21:39.283783
Good
Yes
Daily
Apartment
827
5,150
20
Male
3,712
Divorced
3
Master's
Employed
20.45685
Rural
Comprehensive
2
12
null
7
2020-10-21 15:21:39.091080
Poor
No
Rarely
Apartment
3,361
5,151
52
Female
3,375
Divorced
4
High School
Self-Employed
51.835668
Rural
Comprehensive
3
10
null
7
2022-03-02 15:21:39.278402
Good
No
Weekly
House
1,465
5,152
46
Male
70,243
Married
0
Bachelor's
Unemployed
19.812959
Urban
Basic
0
3
646
1
2019-11-18 15:21:39.176717
Poor
Yes
Rarely
Condo
31
5,153
36
Male
142,293
Married
1
High School
null
null
Rural
Premium
0
19
493
8
2024-02-16 15:21:39.205850
null
No
Rarely
House
1,067
5,154
38
Male
121,870
Married
4
High School
Employed
38.372529
Rural
Basic
3
16
840
6
2021-09-02 15:21:39.207847
Average
Yes
Monthly
Condo
388
5,155
28
Male
16,894
Single
0
PhD
Unemployed
21.466638
Suburban
Basic
1
12
574
4
2019-09-18 15:21:39.132191
Average
No
Weekly
Apartment
1,819
5,156
22
Male
16,787
Divorced
0
Master's
Self-Employed
48.8984
Rural
Basic
null
7
729
9
2021-03-01 15:21:39.170099
Poor
Yes
Weekly
Condo
843
5,157
52
Male
18,442
Divorced
0
High School
Employed
45.389375
Urban
Premium
null
14
569
5
2021-12-07 15:21:39.098696
Average
No
Monthly
House
728
5,158
27
Female
18,576
Divorced
0
PhD
Unemployed
15.047635
Suburban
Basic
null
8
742
2
2021-05-30 15:21:39.134960
Average
No
Daily
House
295
5,159
36
Male
37,420
Divorced
2
High School
null
42.835199
Suburban
Comprehensive
0
8
680
2
2021-05-24 15:21:39.112553
Average
No
Daily
Apartment
293
5,160
61
Male
15,724
Divorced
null
PhD
null
12.772926
Suburban
Basic
0
11
558
2
2023-05-02 15:21:39.193945
Poor
No
Weekly
House
138
5,161
55
Male
138,729
Divorced
3
High School
null
24.844492
Suburban
Basic
null
9
572
3
2021-02-03 15:21:39.134960
Poor
No
Monthly
House
397
5,162
47
Female
9,417
Single
1
High School
Self-Employed
21.3551
Urban
Premium
null
8
775
3
2020-07-01 15:21:39.279729
Average
No
Rarely
Condo
572
5,163
null
Male
91,075
Divorced
2
High School
Unemployed
33.573796
Rural
Comprehensive
2
16
376
4
2021-01-16 15:21:39.149731
Poor
No
Weekly
House
2,891
5,164
35
Male
855
Single
null
PhD
Unemployed
23.067001
Suburban
Comprehensive
1
13
511
9
2020-01-30 15:21:39.214388
Poor
Yes
Rarely
Condo
183
5,165
62
Female
26,881
Single
1
Master's
Unemployed
29.769013
Suburban
Premium
1
4
716
6
2021-07-12 15:21:39.283783
Good
No
Daily
Apartment
942
5,166
45
Male
25,862
Divorced
0
High School
null
46.144821
Suburban
Premium
1
6
662
9
2024-05-14 15:21:39.228521
Poor
No
Daily
Condo
1,340
5,167
32
Female
68,146
Divorced
1
Master's
null
49.826668
Suburban
Basic
0
2
null
4
2021-10-20 15:21:39.274993
Good
Yes
Daily
House
104
5,168
56
Male
15,987
Married
0
Master's
Unemployed
32.735222
Rural
Premium
null
15
765
9
2021-09-21 15:21:39.123711
Average
Yes
Daily
Apartment
1,595
5,169
30
Female
4,947
Single
4
Bachelor's
Employed
null
Urban
Comprehensive
1
3
null
8
2024-03-06 15:21:39.143708
Average
Yes
Weekly
Condo
933
5,170
23
Female
25,211
Married
1
High School
null
31.817304
Rural
Basic
0
8
406
5
2023-01-25 15:21:39.218388
Good
No
Weekly
Condo
463
5,171
57
Male
37,692
Divorced
3
High School
Unemployed
24.785933
Urban
Premium
null
3
382
6
2023-11-21 15:21:39.231531
Good
Yes
Monthly
House
2,675
5,172
27
Male
null
Single
4
PhD
Self-Employed
29.639388
Rural
Comprehensive
null
10
705
9
2022-04-06 15:21:39.182597
null
No
Rarely
Apartment
24
5,173
43
Female
46,218
Married
4
PhD
Unemployed
25.357844
Urban
Comprehensive
2
1
441
5
2022-07-29 15:21:39.191219
Average
Yes
Daily
Condo
1,783
5,174
45
Female
61,718
Single
1
High School
Unemployed
43.817056
Suburban
Comprehensive
null
13
641
6
2020-04-01 15:21:39.085129
Poor
No
Monthly
Condo
276
5,175
57
Male
null
Single
1
High School
Unemployed
11.569392
Suburban
Comprehensive
2
13
null
4
2023-11-01 15:21:39.237118
Average
Yes
Weekly
House
434
5,176
51
Male
24,552
null
2
High School
Self-Employed
12.15986
Suburban
Comprehensive
null
0
null
5
2020-05-16 15:21:39.090124
Average
Yes
Rarely
Condo
2,436
5,177
61
Male
6,853
Divorced
0
Master's
Unemployed
37.387789
Urban
Comprehensive
0
12
479
3
2020-10-09 15:21:39.287115
Good
Yes
Weekly
Apartment
643
5,178
55
Male
18,127
Single
0
PhD
Employed
null
Urban
Comprehensive
null
7
null
2
2023-04-08 15:21:39.132191
Poor
Yes
Monthly
House
725
5,179
56
Female
5,655
Single
0
High School
Employed
29.763846
Suburban
Comprehensive
null
19
634
5
2021-06-01 15:21:39.267454
null
Yes
Monthly
House
56
5,180
30
Male
29,084
Divorced
1
PhD
null
null
Suburban
Premium
2
5
651
6
2023-11-02 15:21:39.244069
Good
Yes
Daily
Apartment
533
5,181
43
Male
5,874
Married
null
Bachelor's
Unemployed
3.420976
Suburban
Basic
1
5
433
8
2023-12-31 15:21:39.268507
Good
Yes
Daily
Apartment
614
5,182
34
Male
23,611
Single
3
PhD
Self-Employed
6.764357
Urban
Basic
1
5
654
1
2021-01-09 15:21:39.285112
Good
No
Weekly
House
1,589
5,183
24
Male
39,460
Married
3
Master's
Self-Employed
32.178865
Suburban
Premium
2
14
827
1
2021-06-10 15:21:39.155231
Poor
Yes
Rarely
Condo
716
5,184
null
Male
23,593
Married
0
Master's
null
20.253758
Suburban
Basic
0
8
478
8
2023-09-24 15:21:39.090124
Poor
Yes
Daily
Condo
832
5,185
21
Male
10,108
Single
1
High School
Self-Employed
9.764327
Rural
Basic
1
0
725
5
2020-07-17 15:21:39.256696
Average
Yes
Monthly
House
1,094
5,186
53
Male
58,822
Divorced
1
PhD
Self-Employed
42.247792
Suburban
Basic
1
6
454
9
2020-01-14 15:21:39.134960
Good
No
Daily
Apartment
1,219
5,187
28
Female
50,834
Divorced
3
High School
null
48.979017
Urban
Premium
0
0
438
4
2021-04-16 15:21:39.219432
Average
No
Daily
Condo
253
5,188
24
Male
29,486
null
3
Bachelor's
Unemployed
14.156524
Urban
Basic
null
2
563
8
2019-12-28 15:21:39.233485
Poor
No
Daily
Condo
649
5,189
31
Female
15,892
Divorced
2
PhD
Employed
24.834365
Rural
Premium
null
8
552
3
2022-09-05 15:21:39.155231
Poor
Yes
Weekly
House
662
5,190
62
Female
29,173
Single
1
Bachelor's
Unemployed
6.738423
Urban
Comprehensive
0
2
612
6
2024-03-31 15:21:39.288099
Average
Yes
Weekly
Apartment
35
5,191
44
Female
6,638
Single
1
Bachelor's
Self-Employed
22.993049
Suburban
Premium
null
10
518
5
2022-06-16 15:21:39.187211
Good
Yes
Monthly
Condo
362
5,192
35
Male
18,061
Single
1
High School
Unemployed
37.995725
Suburban
Basic
2
13
551
1
2023-12-22 15:21:39.237118
Good
No
Monthly
Condo
1,346
5,193
58
Male
90,411
Single
2
High School
Self-Employed
51.920068
Urban
Basic
0
1
null
6
2022-07-20 15:21:39.111551
Poor
Yes
Daily
Condo
722
5,194
26
Female
36,454
Divorced
3
PhD
Self-Employed
null
Urban
Premium
null
6
567
6
2021-06-29 15:21:39.205850
Poor
No
Monthly
House
632
5,195
60
Male
17,092
Divorced
3
High School
Unemployed
null
Suburban
Premium
1
14
830
9
2020-10-30 15:21:39.172097
Poor
No
Daily
Apartment
1,006
5,196
24
Male
18,280
Divorced
4
PhD
Unemployed
6.984586
Suburban
Basic
null
4
451
1
2020-09-08 15:21:39.225916
Poor
No
Weekly
Condo
1,527
5,197
19
Female
56,482
Divorced
4
Bachelor's
Unemployed
41.588876
Rural
Basic
2
11
375
7
2020-09-29 15:21:39.288099
Poor
No
Weekly
Condo
275
5,198
60
Female
6,908
Divorced
4
Bachelor's
null
25.560528
Rural
Comprehensive
1
6
400
6
2023-12-28 15:21:39.276901
Good
Yes
Rarely
Apartment
1,011
5,199
63
Female
8,907
Single
0
High School
Unemployed
38.764669
Urban
Premium
null
12
null
5
2020-04-25 15:21:39.155231
Poor
Yes
Daily
Apartment
1,799