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
1,196,500
54
Female
null
Single
1
PhD
Self-Employed
33.083039
Suburban
Basic
2
2
453
6
2020-05-23 15:21:39.265513
Poor
Yes
Monthly
Apartment
1,113
1,196,501
42
Male
34,369
Single
3
Bachelor's
Employed
16.13117
Suburban
Premium
2
4
458
1
2021-08-11 15:21:39.232526
Good
No
Rarely
Condo
998
1,196,502
28
Male
27,114
Divorced
2
High School
Self-Employed
10.755057
Suburban
Premium
0
5
null
5
2021-05-22 15:21:39.096739
Average
No
Rarely
Apartment
489
1,196,503
44
Male
64,968
Single
null
Master's
null
17.979383
Urban
Basic
null
0
411
7
2021-08-07 15:21:39.286113
Poor
Yes
Rarely
Apartment
112
1,196,504
52
Female
936
Married
4
Bachelor's
Employed
null
Rural
Comprehensive
0
0
621
6
2021-03-02 15:21:39.126661
Average
Yes
Rarely
Apartment
651
1,196,505
20
Female
null
Single
1
Bachelor's
Employed
27.646432
Suburban
Basic
null
5
779
1
2022-11-19 15:21:39.281787
Good
No
Daily
Condo
85
1,196,506
40
Male
15,893
Divorced
null
Bachelor's
Self-Employed
18.390948
Urban
Comprehensive
null
10
716
9
2020-04-27 15:21:39.096739
Good
No
Weekly
House
708
1,196,507
20
Female
39,451
Single
3
Bachelor's
Employed
34.797879
Suburban
Comprehensive
null
14
798
1
2021-02-07 15:21:39.231531
Poor
Yes
Weekly
House
577
1,196,508
48
Female
25,400
Married
4
Master's
Employed
39.098276
Rural
Premium
null
18
832
7
2021-09-22 15:21:39.171102
Poor
No
Daily
House
3,244
1,196,509
28
Male
21,597
Single
3
PhD
Unemployed
31.766816
Suburban
Premium
null
13
335
2
2021-09-19 15:21:39.080184
Average
No
Monthly
Condo
704
1,196,510
38
Female
2,662
Married
2
Master's
Unemployed
11.389833
Urban
Comprehensive
2
0
553
1
2020-02-29 15:21:39.155231
Average
No
Rarely
House
2,598
1,196,511
22
Female
7,875
Divorced
1
Bachelor's
Unemployed
20.983863
Urban
Premium
1
8
332
9
2020-05-26 15:21:39.201446
Poor
No
Monthly
Condo
487
1,196,512
60
Male
740
Single
1
Bachelor's
Self-Employed
51.788425
Rural
Comprehensive
0
0
678
6
2022-08-02 15:21:39.237118
Good
No
Rarely
Condo
569
1,196,513
28
Male
82,931
Married
4
High School
Unemployed
35.171549
Suburban
Premium
2
6
790
2
2023-10-06 15:21:39.155231
null
Yes
Weekly
House
28
1,196,514
40
Female
6,912
Divorced
2
PhD
Unemployed
45.064163
Urban
Premium
0
4
463
9
2020-11-21 15:21:39.122134
Poor
No
Rarely
House
1,731
1,196,515
39
Female
92,287
Single
2
High School
null
null
Urban
Basic
2
11
497
8
2020-06-12 15:21:39.220389
null
No
Weekly
House
1,419
1,196,516
34
Male
24,897
Single
null
Bachelor's
Self-Employed
30.769152
Rural
Basic
1
0
812
6
2021-09-24 15:21:39.134960
Poor
No
Weekly
House
748
1,196,517
48
Male
12,881
Married
1
Bachelor's
null
null
Urban
Basic
1
6
null
8
2022-05-26 15:21:39.208842
Average
No
Monthly
House
442
1,196,518
27
Male
9,886
Married
0
Master's
null
34.722101
Rural
Premium
1
18
658
5
2020-05-14 15:21:39.245086
Average
No
Monthly
Apartment
1,925
1,196,519
33
Male
13,173
Single
0
PhD
Unemployed
12.539547
Urban
Premium
null
15
587
4
2020-10-02 15:21:39.283783
Average
No
Rarely
Apartment
859
1,196,520
46
Female
18,759
Single
0
High School
Self-Employed
28.689516
Rural
Basic
0
13
null
2
2020-06-08 15:21:39.193945
null
No
Rarely
Condo
709
1,196,521
24
Female
491
Married
4
High School
Unemployed
15.784419
Rural
Basic
null
4
331
2
2023-09-25 15:21:39.236064
Poor
No
Monthly
Apartment
1,430
1,196,522
64
Male
17,885
Divorced
1
High School
Unemployed
33.527447
Rural
Basic
null
9
null
7
2020-01-04 15:21:39.168099
Good
Yes
Rarely
Condo
1,653
1,196,523
31
Female
35,454
Married
0
High School
Employed
17.124762
Rural
Premium
0
5
476
1
2024-07-19 15:21:39.286113
Poor
Yes
Weekly
Apartment
454
1,196,524
55
Male
35,725
Divorced
3
Master's
Employed
15.722142
Suburban
Comprehensive
1
6
748
1
2022-03-25 15:21:39.123711
Poor
Yes
Weekly
House
1,201
1,196,525
56
Male
28,984
Single
3
PhD
Unemployed
14.988739
Suburban
Premium
0
3
534
9
2021-02-22 15:21:39.213373
Average
No
Weekly
Condo
86
1,196,526
51
Male
26,139
Divorced
0
High School
Self-Employed
13.615724
Rural
Premium
null
3
586
4
2024-04-05 15:21:39.237118
Average
Yes
Weekly
House
645
1,196,527
51
Male
29,097
Single
2
High School
Unemployed
40.928357
Suburban
Premium
1
17
693
4
2023-04-23 15:21:39.253660
Poor
Yes
Rarely
Condo
761
1,196,528
63
Male
62,471
Divorced
0
Bachelor's
null
42.492717
Rural
Premium
1
15
767
4
2019-11-20 15:21:39.199447
null
No
Weekly
House
63
1,196,529
34
Female
27,230
Single
3
PhD
null
15.169102
Rural
Premium
null
10
442
2
2023-02-23 15:21:39.089116
null
No
Weekly
House
467
1,196,530
24
Male
20,340
Divorced
1
PhD
null
43.692624
Rural
Premium
null
13
515
2
2020-10-22 15:21:39.288099
null
No
Weekly
House
176
1,196,531
59
Female
29,377
Single
0
Bachelor's
null
15.351912
Suburban
Comprehensive
2
14
725
5
2022-10-17 15:21:39.155231
Average
Yes
Rarely
Apartment
1,117
1,196,532
19
Male
121,888
Married
0
High School
Unemployed
10.287545
Rural
Premium
null
13
null
1
2021-04-20 15:21:39.106582
Poor
No
Rarely
House
121
1,196,533
44
Female
24,486
Married
3
High School
Self-Employed
43.49098
Urban
Basic
0
6
683
8
2023-02-26 15:21:39.250151
Poor
Yes
Weekly
House
28
1,196,534
54
Male
20,474
Married
0
Bachelor's
null
null
Urban
Basic
null
3
816
7
2023-03-03 15:21:39.186212
Average
No
Rarely
House
1,416
1,196,535
18
Male
5,538
Divorced
3
Bachelor's
null
37.837344
Urban
Comprehensive
2
19
526
6
2019-08-18 15:21:39.098696
Good
Yes
Daily
Apartment
2,677
1,196,536
54
Male
15,021
Married
0
Master's
null
49.056635
Suburban
Premium
1
10
573
1
2020-01-14 15:21:39.172097
Good
Yes
Rarely
House
588
1,196,537
34
Female
706
Divorced
2
High School
Employed
null
Rural
Premium
null
0
681
2
2020-06-12 15:21:39.147735
Good
Yes
Monthly
Apartment
889
1,196,538
46
Female
12,052
Divorced
4
PhD
Employed
19.9725
Urban
Basic
null
8
599
8
2022-11-06 15:21:39.124659
Average
Yes
Rarely
House
1,236
1,196,539
45
Male
null
Married
0
Bachelor's
null
36.047054
Suburban
Basic
3
9
506
8
2019-12-22 15:21:39.252145
Good
Yes
Daily
House
316
1,196,540
23
Female
38,156
Single
4
Master's
Unemployed
25.865186
Urban
Basic
0
15
531
4
2024-08-11 15:21:39.223901
Good
Yes
Daily
Apartment
548
1,196,541
63
Female
120,846
Single
1
PhD
Employed
10.664757
Urban
Premium
null
0
null
4
2020-08-15 15:21:39.086123
Poor
No
Rarely
House
224
1,196,542
37
Male
6,941
Married
1
Bachelor's
null
20.096987
Suburban
Basic
1
6
789
8
2023-10-30 15:21:39.134960
Average
No
Daily
House
753
1,196,543
46
Female
28,728
Single
3
Master's
Unemployed
11.788267
Urban
Basic
null
0
820
5
2022-11-02 15:21:39.210805
Average
Yes
Daily
House
928
1,196,544
39
Male
4,895
Married
null
High School
Unemployed
null
Urban
Comprehensive
0
7
689
7
2021-07-26 15:21:39.092127
null
Yes
Rarely
Condo
506
1,196,545
32
Male
28,504
Single
1
PhD
null
22.988787
Suburban
Basic
0
1
540
5
2021-05-04 15:21:39.132191
Poor
No
Monthly
Condo
311
1,196,546
34
Female
3,377
Married
2
Master's
Self-Employed
34.839131
Rural
Basic
1
8
731
2
2021-10-22 15:21:39.102694
null
No
Weekly
Condo
220
1,196,547
59
Male
131,644
Single
3
Master's
Self-Employed
31.132877
Suburban
Basic
null
15
471
7
2021-05-02 15:21:39.192212
Good
No
Daily
Condo
2,294
1,196,548
37
Male
4,465
Single
null
Bachelor's
Unemployed
25.258075
Urban
Premium
1
14
497
1
2020-01-04 15:21:39.237118
Average
Yes
Monthly
Apartment
1,690
1,196,549
26
Male
103,901
Divorced
2
Bachelor's
Self-Employed
37.945169
Urban
Premium
null
6
408
7
2019-12-15 15:21:39.134960
Good
No
Daily
Apartment
228
1,196,550
22
Female
44,257
Divorced
0
PhD
null
28.365716
Urban
Premium
2
17
772
8
2023-02-15 15:21:39.226954
Poor
No
Weekly
House
30
1,196,551
40
Female
7,452
Divorced
4
High School
Self-Employed
44.024528
Rural
Comprehensive
null
16
407
2
2023-06-12 15:21:39.282785
Average
Yes
Monthly
Apartment
716
1,196,552
62
Female
8,125
Divorced
1
PhD
Employed
24.848371
Suburban
Premium
1
6
736
9
2021-06-10 15:21:39.230483
Good
Yes
Monthly
House
551
1,196,553
58
Male
17,607
Single
2
Bachelor's
Employed
44.004855
Rural
Basic
1
17
657
4
2020-07-19 15:21:39.237118
Good
Yes
Weekly
House
990
1,196,554
30
Male
3,614
Single
0
High School
null
21.243827
Urban
Premium
2
8
667
7
2024-01-07 15:21:39.198406
Good
Yes
Monthly
Condo
2,548
1,196,555
44
Female
null
Single
3
PhD
Employed
26.818584
Urban
Comprehensive
0
6
402
8
2021-11-25 15:21:39.133866
Average
Yes
Weekly
Apartment
53
1,196,556
61
Male
null
Married
0
High School
null
47.141689
Rural
Comprehensive
null
12
506
1
2023-03-06 15:21:39.146733
Good
No
Monthly
Condo
2,801
1,196,557
52
Female
28,574
Married
3
High School
Self-Employed
15.816785
Rural
Basic
null
0
613
6
2021-10-25 15:21:39.085129
Good
No
Weekly
Apartment
1,161
1,196,558
64
Male
20,945
Single
4
PhD
Employed
7.532147
Suburban
Premium
2
7
641
8
2021-02-26 15:21:39.094752
Good
No
Monthly
Apartment
1,724
1,196,559
22
Female
26
Married
0
PhD
null
7.559539
Suburban
Comprehensive
2
12
null
3
2021-06-08 15:21:39.237118
Average
No
Daily
Condo
724
1,196,560
34
Female
101
Married
2
PhD
null
16.54982
Urban
Comprehensive
null
1
678
2
2020-05-02 15:21:39.155231
Poor
Yes
Daily
Apartment
1,611
1,196,561
49
Female
40,217
Single
0
PhD
Unemployed
29.534183
Urban
Comprehensive
null
2
711
2
2024-06-02 15:21:39.146733
Poor
Yes
Weekly
House
715
1,196,562
51
Male
38,212
Single
2
Master's
Self-Employed
42.805931
Rural
Basic
1
10
796
4
2023-10-10 15:21:39.273973
Good
No
Daily
Condo
515
1,196,563
56
Male
659
Single
1
Bachelor's
null
31.865234
Suburban
Comprehensive
2
14
677
6
2019-10-16 15:21:39.134960
Good
Yes
Rarely
Condo
1,044
1,196,564
26
Male
1,426
Divorced
2
PhD
Unemployed
23.914087
Rural
Comprehensive
1
10
635
5
2023-10-29 15:21:39.134960
Average
Yes
Monthly
House
2,616
1,196,565
50
Female
3,472
Single
2
Bachelor's
Employed
18.536822
Urban
Comprehensive
2
7
552
6
2021-04-25 15:21:39.155231
Good
No
Daily
Condo
459
1,196,566
64
Male
25,011
Single
2
High School
null
27.056411
Rural
Basic
0
7
328
2
2020-01-22 15:21:39.186212
Poor
No
Weekly
Apartment
984
1,196,567
36
Female
47,927
Single
null
Bachelor's
null
10.752093
Urban
Comprehensive
1
3
438
5
2020-08-15 15:21:39.192212
Good
Yes
Monthly
House
2,501
1,196,568
42
Female
16,619
Divorced
null
High School
Employed
10.121304
Suburban
Basic
1
7
803
6
2020-12-04 15:21:39.184157
Good
No
Weekly
Condo
1,922
1,196,569
47
Female
21,868
Divorced
3
High School
Employed
20.814202
Urban
Basic
0
18
416
4
2020-01-29 15:21:39.166062
Average
Yes
Weekly
Condo
927
1,196,570
23
Male
11,198
Divorced
1
Master's
Employed
20.057879
Rural
Basic
1
3
null
7
2023-12-20 15:21:39.084065
Good
No
Rarely
House
1,060
1,196,571
55
Male
47,313
Divorced
0
Master's
Employed
null
Rural
Premium
3
0
757
8
2020-12-05 15:21:39.192212
Poor
No
Rarely
Condo
979
1,196,572
52
Male
197
Divorced
0
High School
Employed
10.064741
Urban
Basic
1
17
602
2
2020-08-06 15:21:39.226954
Poor
No
Monthly
Apartment
1,179
1,196,573
50
Male
48,698
Single
null
PhD
Employed
38.912377
Suburban
Comprehensive
4
7
307
4
2022-06-13 15:21:39.155231
null
Yes
Rarely
Apartment
1,016
1,196,574
36
Female
25,554
Married
2
Master's
Unemployed
38.50355
Rural
Comprehensive
0
15
410
7
2020-01-09 15:21:39.155231
Good
No
Monthly
House
1,113
1,196,575
49
Male
17,846
Single
4
High School
null
16.549514
Suburban
Premium
1
6
758
8
2019-09-15 15:21:39.120168
Average
Yes
Daily
House
1,094
1,196,576
45
Female
15,177
Divorced
1
Bachelor's
null
10.580424
Urban
Basic
null
11
null
8
2019-10-07 15:21:39.155231
Average
Yes
Monthly
Apartment
666
1,196,577
40
Male
10,881
Single
1
High School
Employed
24.879194
Suburban
Basic
2
7
614
8
2021-11-30 15:21:39.155231
Average
Yes
Rarely
Condo
773
1,196,578
64
Female
9,092
Divorced
0
PhD
Unemployed
null
Urban
Comprehensive
null
0
614
1
2020-08-28 15:21:39.134960
Average
No
Rarely
Condo
761
1,196,579
18
Male
7,317
Married
null
PhD
Self-Employed
35.823522
Urban
Comprehensive
0
9
712
5
2021-12-20 15:21:39.126661
Poor
No
Daily
Condo
499
1,196,580
46
Male
21,675
Married
1
PhD
Unemployed
18.085881
Rural
Basic
null
15
557
1
2019-11-20 15:21:39.085129
Poor
Yes
Monthly
House
551
1,196,581
27
Female
20,293
Married
4
Master's
Unemployed
46.878309
Rural
Basic
null
0
444
1
2019-10-18 15:21:39.151732
null
Yes
Daily
Condo
1,244
1,196,582
50
Female
45,907
Married
3
Master's
Employed
7.185736
Suburban
Premium
2
8
null
6
2022-07-22 15:21:39.277975
Average
Yes
Weekly
Apartment
1,162
1,196,583
64
Male
116,784
Single
1
PhD
Unemployed
39.827162
Suburban
Premium
0
14
322
1
2019-08-20 15:21:39.273973
Good
Yes
Weekly
Condo
939
1,196,584
41
Female
53,399
Married
3
PhD
null
22.735139
Rural
Basic
null
17
824
8
2023-07-06 15:21:39.168099
Average
No
Daily
House
377
1,196,585
57
Male
12,904
Single
4
High School
Unemployed
30.967296
Suburban
Comprehensive
1
0
744
2
2023-03-06 15:21:39.204790
Good
Yes
Weekly
House
581
1,196,586
37
Male
40,224
Married
2
Master's
Self-Employed
9.46988
Urban
Basic
3
1
773
3
2023-09-28 15:21:39.134960
Good
Yes
Monthly
House
40
1,196,587
61
Female
26,351
Single
0
PhD
Self-Employed
47.759639
Urban
Basic
1
12
443
5
2022-12-27 15:21:39.285112
Poor
No
Monthly
House
572
1,196,588
64
Female
5,546
Divorced
0
Bachelor's
Self-Employed
8.527507
Suburban
Basic
0
7
645
6
2022-07-03 15:21:39.155231
Average
Yes
Weekly
Apartment
1,750
1,196,589
31
Male
3,555
Divorced
null
PhD
null
37.754731
Urban
Basic
1
5
589
6
2021-09-25 15:21:39.230483
null
No
Weekly
House
1,160
1,196,590
49
Male
4,420
Married
3
PhD
Employed
38.970416
Suburban
Premium
1
13
393
3
2019-10-27 15:21:39.121169
Good
Yes
Rarely
House
96
1,196,591
51
Female
86,417
Married
2
Master's
Employed
32.817501
Rural
Comprehensive
1
3
418
4
2024-03-08 15:21:39.082499
Average
Yes
Rarely
Condo
2,436
1,196,592
30
Male
966
Married
4
PhD
null
24.564402
Rural
Basic
3
0
839
9
2019-10-23 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,688
1,196,593
57
Female
92,648
Single
2
PhD
Self-Employed
23.181717
Urban
Comprehensive
0
10
null
5
2020-08-22 15:21:39.182597
Good
Yes
Daily
Condo
300
1,196,594
56
Female
57,732
Single
1
Master's
Self-Employed
21.812203
Rural
Comprehensive
0
16
351
4
2021-01-04 15:21:39.155231
Good
Yes
Weekly
Condo
2,258
1,196,595
57
Female
14,079
Single
0
Bachelor's
Unemployed
16.937181
Urban
Premium
1
3
803
8
2021-03-13 15:21:39.134960
Average
Yes
Monthly
Condo
1,472
1,196,596
32
Male
46,943
Single
null
Master's
Unemployed
43.657987
Urban
Basic
0
12
391
7
2022-06-29 15:21:39.081504
Poor
Yes
Weekly
Apartment
619
1,196,597
46
Male
1,017
Single
null
PhD
Unemployed
35.176739
Urban
Premium
3
1
801
6
2022-02-17 15:21:39.208842
Good
No
Weekly
Condo
473
1,196,598
62
Male
25,672
Divorced
4
Master's
Self-Employed
19.01266
Rural
Basic
2
2
461
1
2021-06-29 15:21:39.254678
Good
Yes
Rarely
House
724
1,196,599
47
Male
53,956
Divorced
null
Master's
null
31.965345
Rural
Premium
1
7
612
5
2022-09-17 15:21:39.173834
Poor
No
Rarely
Condo
394