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
1,193,200
57
Male
5,599
Divorced
3
High School
Employed
52.066876
Suburban
Premium
null
5
null
1
2024-02-22 15:21:39.112553
Poor
Yes
Daily
Condo
1,326
1,193,201
45
Male
823
null
0
Master's
Self-Employed
36.302299
Rural
Basic
1
8
309
6
2021-03-28 15:21:39.086123
Poor
Yes
Daily
House
855
1,193,202
32
Male
28,455
Single
null
High School
null
33.642838
Suburban
Basic
null
4
837
2
2023-05-28 15:21:39.237118
null
Yes
Daily
Apartment
1,762
1,193,203
20
Female
17,460
Married
3
Master's
null
20.392286
Rural
Basic
1
19
422
7
2020-07-01 15:21:39.206847
Poor
No
Daily
House
504
1,193,204
33
Male
28,448
Single
2
High School
null
12.837476
Rural
Basic
null
4
838
2
2019-09-09 15:21:39.172097
Poor
Yes
Rarely
Apartment
2,145
1,193,205
27
Female
44,955
Divorced
1
Bachelor's
Self-Employed
22.16206
Urban
Premium
1
5
545
7
2021-05-21 15:21:39.134960
Poor
Yes
Rarely
House
748
1,193,206
31
Male
38,642
Married
null
Bachelor's
Self-Employed
46.495968
Rural
Premium
0
14
650
6
2022-12-19 15:21:39.134960
Good
Yes
Rarely
Apartment
1,037
1,193,207
30
Female
5,881
Divorced
4
High School
Unemployed
27.527552
Suburban
Comprehensive
0
5
710
8
2021-01-11 15:21:39.123711
Poor
No
Rarely
Condo
807
1,193,208
33
Male
39,077
Married
4
High School
Self-Employed
21.66808
Urban
Basic
1
12
364
7
2021-05-30 15:21:39.172097
Good
Yes
Rarely
Condo
798
1,193,209
19
Male
585
Divorced
1
Bachelor's
Employed
28.271581
Urban
Comprehensive
null
5
426
3
2023-06-12 15:21:39.191219
Good
No
Daily
Apartment
1,007
1,193,210
47
Female
40,488
Single
1
Bachelor's
Employed
27.814203
Rural
Comprehensive
0
9
810
6
2021-03-30 15:21:39.237118
Average
Yes
Daily
House
1,163
1,193,211
48
Male
15,641
Married
4
High School
Unemployed
10.796585
Suburban
Basic
1
4
848
4
2023-02-02 15:21:39.237118
Average
Yes
Monthly
Apartment
1,145
1,193,212
40
Female
1,035
Single
4
PhD
Unemployed
50.532154
Urban
Basic
1
15
518
9
2024-05-03 15:21:39.169102
Poor
No
Monthly
Condo
1,818
1,193,213
32
Male
22,293
Divorced
1
High School
null
19.529631
Urban
Comprehensive
1
16
346
2
2023-06-29 15:21:39.108562
Poor
No
Weekly
House
2,786
1,193,214
55
Female
975
Married
2
Master's
null
37.993871
Suburban
Basic
2
16
787
6
2022-02-22 15:21:39.204790
Average
Yes
Monthly
Condo
1,099
1,193,215
40
Male
120,588
Divorced
2
PhD
Self-Employed
14.977781
Rural
Premium
1
1
629
2
2022-01-04 15:21:39.251142
Poor
No
Weekly
Apartment
167
1,193,216
53
Male
11,279
Single
0
Master's
null
4.094623
Rural
Premium
0
18
825
2
2020-12-23 15:21:39.155231
Good
No
Rarely
House
1,136
1,193,217
52
Female
16,274
Married
0
PhD
Self-Employed
10.93836
Suburban
Premium
0
1
613
9
2024-01-31 15:21:39.166062
Average
No
Weekly
Condo
1,765
1,193,218
48
Female
40,252
Single
0
Bachelor's
Employed
25.480172
Urban
Premium
0
5
574
2
2021-05-19 15:21:39.134960
Average
Yes
Monthly
House
1,761
1,193,219
22
Male
37,349
Divorced
0
PhD
Employed
32.143464
Urban
Premium
1
9
753
4
2021-01-03 15:21:39.146733
Good
Yes
Weekly
Apartment
2,401
1,193,220
22
Female
38,156
Married
0
Master's
null
39.79358
Suburban
Comprehensive
1
17
null
1
2020-07-28 15:21:39.189223
Average
No
Daily
Condo
568
1,193,221
45
Female
35,754
Single
3
Master's
Unemployed
25.876453
Urban
Basic
null
4
646
5
2022-07-31 15:21:39.147735
Poor
Yes
Weekly
Apartment
3,347
1,193,222
19
Female
56,727
Married
3
PhD
null
null
Suburban
Premium
null
10
460
3
2020-12-08 15:21:39.261856
Average
No
Daily
Condo
739
1,193,223
49
Male
16,862
Divorced
1
High School
Self-Employed
8.924493
Suburban
Premium
2
19
551
2
2021-08-26 15:21:39.085129
Poor
Yes
Daily
House
939
1,193,224
53
Female
1,468
Divorced
1
Bachelor's
Self-Employed
30.827367
Rural
Comprehensive
null
12
632
4
2023-09-19 15:21:39.147735
null
Yes
Rarely
Condo
772
1,193,225
20
Male
47,813
Single
2
PhD
null
19.783801
Urban
Premium
null
4
300
5
2024-04-04 15:21:39.288099
Poor
Yes
Weekly
House
3,171
1,193,226
20
Male
43,803
Divorced
0
Master's
Self-Employed
12.192644
Suburban
Basic
null
17
838
6
2020-08-20 15:21:39.108562
Average
Yes
Weekly
House
878
1,193,227
55
Male
11,052
Divorced
3
PhD
Unemployed
33.890578
Suburban
Premium
null
12
433
8
2022-11-02 15:21:39.257696
Average
Yes
Daily
Apartment
644
1,193,228
62
Male
13,245
Single
0
High School
Self-Employed
26.845275
Urban
Premium
2
7
775
1
2021-05-24 15:21:39.094752
Poor
Yes
Rarely
Condo
632
1,193,229
30
Male
62,495
Single
null
Master's
Employed
15.061089
Rural
Premium
1
5
456
9
2023-01-24 15:21:39.098696
Poor
Yes
Rarely
House
705
1,193,230
19
Male
38,614
Married
2
High School
Unemployed
26.527558
Suburban
Basic
1
5
452
2
2024-03-18 15:21:39.175719
Poor
No
Rarely
House
536
1,193,231
null
Female
5,843
Single
3
PhD
Unemployed
34.926792
Urban
Comprehensive
5
17
602
5
2021-12-30 15:21:39.172097
Good
Yes
Rarely
House
695
1,193,232
24
Female
11,943
Married
0
High School
Unemployed
38.869088
Rural
Basic
null
7
785
4
2024-03-03 15:21:39.155231
Average
No
Weekly
Apartment
23
1,193,233
29
Male
5,568
Divorced
null
Bachelor's
Employed
30.011679
Rural
Basic
null
16
743
3
2021-09-04 15:21:39.237118
Poor
Yes
Weekly
Apartment
930
1,193,234
58
Female
7,077
Married
1
Master's
null
23.895222
Urban
Basic
0
2
626
1
2021-12-19 15:21:39.170099
Poor
Yes
Monthly
Apartment
846
1,193,235
53
Female
959
Married
2
Bachelor's
null
36.452745
Urban
Premium
1
6
835
8
2022-09-07 15:21:39.237118
null
No
Monthly
House
4,865
1,193,236
45
Female
83,060
Single
3
Bachelor's
Self-Employed
16.540937
Urban
Premium
0
13
397
8
2024-05-19 15:21:39.172097
Good
Yes
Rarely
House
2,140
1,193,237
44
Male
null
Single
0
High School
Employed
32.91963
Rural
Premium
0
11
381
6
2020-07-14 15:21:39.198406
Poor
Yes
Daily
House
1,260
1,193,238
51
Female
3,749
Divorced
3
PhD
Self-Employed
24.845542
Rural
Basic
1
12
484
2
2023-03-04 15:21:39.237118
Good
Yes
Rarely
Condo
2,597
1,193,239
null
Male
79,277
Divorced
0
Bachelor's
Self-Employed
51.882345
Urban
Basic
1
17
486
3
2019-11-21 15:21:39.165120
Average
No
Rarely
Apartment
327
1,193,240
33
Female
17,053
Married
3
Master's
null
25.844358
Suburban
Comprehensive
2
4
null
7
2021-09-02 15:21:39.096739
Good
No
Rarely
Apartment
631
1,193,241
33
Female
14,076
Divorced
4
High School
Unemployed
16.904103
Rural
Comprehensive
null
18
null
3
2022-09-03 15:21:39.171102
Average
No
Weekly
Apartment
596
1,193,242
62
Male
6,919
Married
4
Bachelor's
null
43.639246
Rural
Basic
0
5
759
7
2020-12-10 15:21:39.274993
Poor
No
Rarely
Apartment
839
1,193,243
49
Male
null
Single
4
High School
null
25.818481
Rural
Basic
1
11
430
7
2022-04-16 15:21:39.155231
Poor
No
Monthly
Apartment
541
1,193,244
57
Female
17,072
Single
1
Bachelor's
Employed
30.769494
Suburban
Basic
0
3
787
1
2024-02-02 15:21:39.155231
Average
Yes
Daily
House
599
1,193,245
48
Female
817
Single
2
High School
Self-Employed
18.355795
Suburban
Basic
3
15
721
5
2020-06-30 15:21:39.119168
Poor
Yes
Rarely
Apartment
1,099
1,193,246
44
Male
32,058
Divorced
1
Master's
Unemployed
5.570076
Suburban
Premium
0
9
597
2
2024-07-02 15:21:39.122134
Average
No
Monthly
Condo
954
1,193,247
38
Male
40,217
Divorced
0
Bachelor's
Self-Employed
13.738331
Rural
Premium
1
9
589
8
2019-08-31 15:21:39.192212
Poor
No
Rarely
Condo
386
1,193,248
18
Male
2,907
Single
null
Bachelor's
Employed
14.811379
Suburban
Premium
null
18
486
8
2023-05-02 15:21:39.274993
Average
No
Monthly
Apartment
661
1,193,249
30
Female
6,902
Single
null
PhD
Unemployed
16.271381
Suburban
Comprehensive
1
19
691
1
2023-06-16 15:21:39.209847
null
No
Monthly
Condo
610
1,193,250
39
Female
13,861
Married
4
PhD
Self-Employed
15.715264
Urban
Comprehensive
0
2
598
3
2023-03-13 15:21:39.166062
Average
No
Daily
House
24
1,193,251
40
Female
68,816
Divorced
2
High School
Employed
null
Urban
Comprehensive
1
14
689
3
2021-08-14 15:21:39.228521
Good
Yes
Rarely
Apartment
2,731
1,193,252
29
Female
17,963
Divorced
null
PhD
Employed
16.141706
Rural
Comprehensive
0
9
731
7
2022-10-07 15:21:39.237118
Poor
No
Monthly
House
2,952
1,193,253
35
Female
4,420
Single
1
High School
null
28.29387
Suburban
Basic
null
15
473
7
2021-02-11 15:21:39.176717
Poor
Yes
Daily
House
2,601
1,193,254
51
Female
46,125
Married
4
Bachelor's
null
26.907856
Urban
Basic
null
16
671
5
2021-01-08 15:21:39.102694
Average
No
Weekly
House
2,352
1,193,255
47
Male
83,594
Married
1
High School
Self-Employed
35.684831
Rural
Basic
2
8
576
7
2022-06-12 15:21:39.098696
Good
No
Weekly
Condo
2,384
1,193,256
24
Male
73,300
Divorced
3
Bachelor's
null
18.088519
Urban
Basic
1
6
319
8
2020-07-12 15:21:39.236064
null
No
Rarely
House
2,496
1,193,257
29
Male
null
Married
1
Master's
Unemployed
45.676535
Urban
Comprehensive
2
10
707
6
2019-08-17 15:21:39.134960
Poor
Yes
Rarely
Condo
244
1,193,258
50
Male
6,862
Married
0
Bachelor's
null
22.149769
Urban
Premium
1
13
797
4
2021-03-02 15:21:39.281787
Good
No
Monthly
House
1,276
1,193,259
58
Male
1,644
Single
3
High School
Employed
23.038198
Suburban
Comprehensive
3
15
792
6
2020-02-17 15:21:39.155231
Average
Yes
Daily
Apartment
1,571
1,193,260
33
Female
1,333
Married
1
Bachelor's
Self-Employed
8.777878
Suburban
Premium
1
10
441
9
2024-07-09 15:21:39.123711
Good
No
Weekly
House
1,518
1,193,261
33
Male
15,556
Single
1
PhD
null
27.291716
Urban
Comprehensive
null
13
590
4
2021-02-27 15:21:39.276901
Average
No
Daily
Apartment
2,623
1,193,262
61
Female
27,059
Married
null
High School
Self-Employed
21.881479
Urban
Comprehensive
0
6
null
5
2023-04-10 15:21:39.094752
Poor
Yes
Rarely
Condo
884
1,193,263
64
Male
7,011
Married
3
PhD
null
21.52747
Urban
Basic
2
0
324
8
2021-12-02 15:21:39.176717
Average
Yes
Monthly
Condo
774
1,193,264
32
Female
45,436
Married
1
Bachelor's
Unemployed
17.492636
Suburban
Comprehensive
2
3
492
3
2021-03-15 15:21:39.085129
Poor
Yes
Weekly
Condo
454
1,193,265
22
Female
20,360
Married
3
Bachelor's
null
48.926832
Suburban
Premium
0
19
713
7
2021-01-03 15:21:39.276901
Average
No
Weekly
House
3,341
1,193,266
60
Male
1,003
Single
2
Master's
null
31.451638
Urban
Basic
3
15
776
4
2022-05-19 15:21:39.081504
Poor
No
Monthly
House
830
1,193,267
51
Male
82,832
Single
0
PhD
null
34.914496
Suburban
Comprehensive
null
5
454
2
2020-03-23 15:21:39.237118
Good
No
Monthly
Condo
654
1,193,268
25
Female
43,433
Married
4
Bachelor's
Employed
14.858019
Urban
Premium
2
14
null
5
2021-11-02 15:21:39.259788
Good
Yes
Weekly
Apartment
614
1,193,269
62
Male
7,136
Married
1
High School
null
6.098742
Rural
Basic
2
5
672
2
2021-04-07 15:21:39.168099
Good
Yes
Monthly
Condo
2,086
1,193,270
41
Male
16,399
Married
1
PhD
null
9.251811
Urban
Premium
2
9
467
4
2020-10-19 15:21:39.248098
Poor
No
Rarely
House
81
1,193,271
44
Female
4,348
Single
1
Bachelor's
Unemployed
37.834198
Urban
Basic
null
15
711
3
2022-05-28 15:21:39.134960
Average
Yes
Monthly
Condo
2,362
1,193,272
46
Male
14,085
Divorced
1
PhD
Employed
14.442979
Urban
Premium
0
14
655
2
2021-09-09 15:21:39.182597
Poor
Yes
Weekly
Apartment
1,377
1,193,273
63
Female
18,087
Single
1
PhD
Self-Employed
51.077115
Suburban
Basic
0
7
603
6
2020-03-13 15:21:39.237118
Average
Yes
Monthly
Apartment
1,114
1,193,274
32
Female
25,170
Single
2
PhD
Employed
45.990796
Rural
Basic
0
7
738
8
2020-01-15 15:21:39.186212
Average
Yes
Daily
Condo
1,052
1,193,275
53
Female
11,417
Married
2
Master's
Unemployed
12.639408
Rural
Basic
null
5
662
1
2022-09-02 15:21:39.087123
Good
No
Rarely
House
692
1,193,276
58
Female
144,905
Married
4
Master's
Employed
21.950926
Urban
Comprehensive
null
8
375
5
2020-06-16 15:21:39.260856
Poor
Yes
Weekly
House
1,461
1,193,277
33
Male
38,201
Single
null
PhD
Employed
46.776225
Urban
Comprehensive
null
13
322
2
2023-08-26 15:21:39.260856
Average
Yes
Daily
House
2,827
1,193,278
27
Female
669
Married
1
High School
Unemployed
30.887585
Suburban
Comprehensive
2
10
null
7
2024-01-06 15:21:39.134960
Good
Yes
Daily
House
1,174
1,193,279
35
Male
20,961
Divorced
2
High School
Self-Employed
16.966506
Urban
Comprehensive
null
16
739
3
2020-07-22 15:21:39.148733
Poor
Yes
Rarely
Apartment
35
1,193,280
61
Female
102,724
null
1
PhD
Employed
52.629853
Urban
Premium
0
3
658
3
2021-07-10 15:21:39.098696
Good
No
Rarely
House
1,111
1,193,281
36
Female
37,297
Divorced
0
PhD
null
49.281347
Rural
Basic
1
3
526
9
2024-01-11 15:21:39.219432
Average
No
Daily
House
1,115
1,193,282
35
Male
40,881
Divorced
3
Bachelor's
Self-Employed
19.597026
Urban
Premium
1
4
501
1
2022-03-18 15:21:39.084065
Poor
No
Weekly
House
586
1,193,283
21
Female
40,803
Single
0
PhD
Employed
10.092273
Urban
Premium
2
4
null
5
2023-09-18 15:21:39.249100
Average
No
Weekly
Condo
627
1,193,284
44
Male
16,053
Divorced
0
High School
null
17.05003
Rural
Premium
null
15
null
2
2023-12-16 15:21:39.265513
Good
Yes
Monthly
Condo
1,324
1,193,285
59
Male
57,949
Divorced
4
Master's
Unemployed
20.551528
Rural
Premium
3
4
693
6
2020-05-02 15:21:39.289099
Average
Yes
Weekly
House
2,938
1,193,286
58
Male
82,912
Married
2
Master's
null
34.73561
Suburban
Premium
null
15
434
4
2024-03-20 15:21:39.092127
Good
No
Monthly
House
1,482
1,193,287
24
Female
40,981
Married
2
Master's
null
null
Rural
Basic
1
10
null
6
2022-06-10 15:21:39.134960
Good
Yes
Rarely
House
857
1,193,288
39
Male
15,455
Married
2
PhD
Unemployed
33.099103
Suburban
Comprehensive
null
0
553
1
2023-08-21 15:21:39.091080
Good
Yes
Rarely
House
714
1,193,289
24
Male
20,237
Single
3
Master's
Employed
22.955402
Urban
Basic
null
15
633
2
2023-11-20 15:21:39.087123
Good
Yes
Weekly
Condo
3,044
1,193,290
56
Female
23,202
Divorced
0
Bachelor's
Unemployed
20.278419
Suburban
Premium
0
2
823
1
2024-02-02 15:21:39.155231
Good
No
Rarely
Condo
1,671
1,193,291
59
Male
39,766
Married
null
PhD
Unemployed
14.937987
Rural
Comprehensive
null
7
618
1
2021-05-17 15:21:39.134960
Poor
Yes
Daily
Apartment
2,613
1,193,292
40
Male
61,760
Single
1
PhD
Unemployed
24.039785
Urban
Premium
1
10
472
4
2020-04-23 15:21:39.143708
Good
Yes
Rarely
Apartment
3,167
1,193,293
57
Male
46,184
Married
1
PhD
Employed
17.52902
Suburban
Premium
3
13
515
1
2024-01-28 15:21:39.248098
Poor
No
Monthly
Condo
1,263
1,193,294
23
Male
15,641
Single
4
PhD
Self-Employed
18.715272
Rural
Premium
1
5
722
1
2022-06-30 15:21:39.096739
Poor
No
Monthly
Apartment
541
1,193,295
27
Female
26,395
Divorced
0
Bachelor's
Self-Employed
null
Suburban
Basic
0
13
null
3
2023-09-12 15:21:39.170099
Average
Yes
Rarely
House
729
1,193,296
61
Male
16,073
Divorced
4
High School
Unemployed
26.026612
Rural
Basic
1
4
653
1
2024-03-17 15:21:39.214388
Poor
No
Monthly
House
454
1,193,297
64
Female
5,542
Divorced
3
High School
Unemployed
30.268428
Suburban
Comprehensive
2
5
639
8
2022-02-20 15:21:39.181605
Average
Yes
Rarely
House
1,867
1,193,298
45
Male
43,892
Divorced
3
Master's
null
18.55379
Suburban
Premium
1
9
675
8
2023-08-15 15:21:39.237118
Poor
No
Monthly
House
1,177
1,193,299
36
Male
30,892
Divorced
0
PhD
Unemployed
11.589996
Rural
Basic
0
10
762
5
2020-03-31 15:21:39.134960
Poor
Yes
Rarely
House
536