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
1,197,500
23
Female
23,108
Married
1
Master's
Unemployed
17.849059
Rural
Basic
null
4
677
9
2019-09-09 15:21:39.265513
Average
No
Daily
Condo
619
1,197,501
64
Male
40,552
Married
0
High School
Employed
14.569146
Rural
Basic
null
13
731
2
2020-12-09 15:21:39.237118
Good
No
Rarely
Condo
775
1,197,502
32
Female
7,850
Single
null
Master's
Employed
20.018023
Suburban
Basic
null
6
656
4
2020-12-13 15:21:39.167099
Poor
No
Monthly
Condo
24
1,197,503
41
Female
3,898
Divorced
3
Master's
Unemployed
16.080176
Suburban
Premium
2
15
543
1
2020-05-25 15:21:39.249100
Good
Yes
Daily
House
1,136
1,197,504
30
Female
2,474
Divorced
1
High School
Self-Employed
33.085468
Rural
Premium
null
9
629
7
2022-04-10 15:21:39.113566
Good
Yes
Daily
House
431
1,197,505
51
Female
45,972
Divorced
0
Bachelor's
Self-Employed
15.705851
Rural
Premium
0
2
745
5
2020-01-23 15:21:39.145732
Average
Yes
Monthly
Condo
622
1,197,506
48
Male
null
Divorced
4
PhD
Self-Employed
null
Suburban
Basic
0
3
526
6
2022-04-09 15:21:39.205850
null
Yes
Rarely
House
1,327
1,197,507
52
Male
4,066
Married
4
High School
Self-Employed
20.076522
Rural
Comprehensive
null
14
585
9
2024-04-06 15:21:39.226954
Good
No
Weekly
Condo
23
1,197,508
58
Female
1,414
Single
1
PhD
Employed
13.908411
Suburban
Comprehensive
null
13
730
7
2021-09-11 15:21:39.237118
Good
No
Weekly
Apartment
24
1,197,509
46
Male
11,589
Married
1
Master's
Self-Employed
37.919052
Rural
Comprehensive
null
8
null
2
2022-03-07 15:21:39.134960
Good
Yes
Daily
House
825
1,197,510
22
Male
2,562
Single
3
PhD
Self-Employed
36.472238
Suburban
Basic
null
2
477
1
2020-11-06 15:21:39.092127
Good
Yes
Rarely
Condo
1,015
1,197,511
52
Female
44,216
null
0
Master's
null
23.356059
Suburban
Premium
1
0
801
7
2020-01-03 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,015
1,197,512
30
Male
80,128
Married
4
Bachelor's
Self-Employed
13.251525
Urban
Basic
1
4
442
8
2023-10-15 15:21:39.237118
Average
No
Daily
House
1,308
1,197,513
59
Female
29,173
Married
0
Master's
Unemployed
25.940868
Urban
Comprehensive
0
3
470
8
2023-02-09 15:21:39.278402
Poor
No
Monthly
Condo
316
1,197,514
54
Female
35,781
Divorced
2
Bachelor's
Self-Employed
24.454651
Rural
Premium
null
13
710
8
2020-06-04 15:21:39.233485
Poor
Yes
Daily
Condo
794
1,197,515
33
Male
6,097
Married
4
High School
Unemployed
null
Urban
Premium
1
0
629
9
2022-07-05 15:21:39.155231
Average
Yes
Daily
House
837
1,197,516
45
Female
32,633
Divorced
1
High School
Employed
36.336346
Urban
Basic
null
12
839
7
2020-10-15 15:21:39.093681
Average
No
Rarely
Apartment
782
1,197,517
63
Male
143,722
Married
3
High School
Unemployed
35.77246
Urban
Premium
2
12
394
4
2023-07-08 15:21:39.176717
Average
Yes
Weekly
Apartment
494
1,197,518
28
Female
13,982
Divorced
1
Bachelor's
null
19.55174
Suburban
Comprehensive
0
10
730
1
2019-11-28 15:21:39.126661
Poor
Yes
Weekly
House
938
1,197,519
59
Male
39,284
Single
2
Bachelor's
Employed
48.136655
Suburban
Comprehensive
null
19
346
4
2019-09-03 15:21:39.194829
Poor
Yes
Weekly
Apartment
3,170
1,197,520
48
Male
33,412
Single
4
High School
null
19.979245
Urban
Comprehensive
1
0
663
7
2023-09-12 15:21:39.237118
Average
No
Rarely
Condo
806
1,197,521
57
Male
106,058
Married
null
Bachelor's
null
14.147764
Urban
Basic
null
5
410
3
2019-12-30 15:21:39.260856
Average
Yes
Monthly
Condo
695
1,197,522
43
Male
132,726
Married
2
High School
Self-Employed
25.997504
Rural
Comprehensive
2
3
759
7
2021-02-01 15:21:39.263607
Average
No
Monthly
Apartment
1,857
1,197,523
54
Male
1,169
Single
2
High School
Self-Employed
13.547993
Urban
Premium
1
18
472
5
2022-09-08 15:21:39.207847
Poor
No
Monthly
Apartment
784
1,197,524
47
Male
13,095
Married
2
Bachelor's
null
14.287151
Suburban
Premium
0
16
553
8
2023-06-06 15:21:39.248098
Good
No
Daily
Condo
1,988
1,197,525
46
Female
5,872
Single
4
PhD
Unemployed
24.284599
Rural
Premium
null
16
543
2
2023-05-28 15:21:39.194829
Good
Yes
Rarely
Condo
574
1,197,526
null
Male
16,274
Divorced
0
High School
Unemployed
15.806667
Suburban
Basic
null
19
581
8
2023-05-04 15:21:39.155231
Average
No
Rarely
House
1,000
1,197,527
34
Female
17,555
Single
2
High School
Unemployed
36.303718
Urban
Comprehensive
1
14
586
2
2022-08-20 15:21:39.207847
Good
No
Rarely
Apartment
842
1,197,528
56
Male
39,379
Married
4
PhD
Unemployed
35.89216
Suburban
Basic
1
8
845
8
2023-05-22 15:21:39.237118
Good
Yes
Weekly
Apartment
376
1,197,529
53
Female
83,571
Single
1
High School
Self-Employed
11.947156
Rural
Basic
0
0
788
5
2020-02-13 15:21:39.221386
Average
Yes
Weekly
House
116
1,197,530
42
Male
39,600
Single
2
Master's
null
33.694671
Urban
Basic
3
10
762
7
2022-04-02 15:21:39.134960
Average
Yes
Daily
Apartment
854
1,197,531
57
Female
35,535
Divorced
null
Bachelor's
Self-Employed
38.630724
Rural
Basic
1
19
428
1
2023-01-31 15:21:39.222387
Average
No
Rarely
House
517
1,197,532
38
Male
null
Divorced
2
Master's
Self-Employed
27.276935
Suburban
Premium
null
13
572
6
2024-05-15 15:21:39.155231
Good
Yes
Daily
Condo
105
1,197,533
64
Female
17,227
Divorced
2
High School
Self-Employed
7.553715
Suburban
Premium
null
15
605
7
2020-01-31 15:21:39.134960
Average
No
Daily
Apartment
2,088
1,197,534
20
Female
12,762
Divorced
3
Master's
Unemployed
14.908198
Suburban
Basic
1
0
782
2
2024-04-11 15:21:39.155231
Poor
No
Daily
Apartment
1,028
1,197,535
21
Male
35,819
Married
2
High School
Self-Employed
18.93432
Rural
Basic
2
14
834
6
2021-04-02 15:21:39.183598
Average
Yes
Daily
Apartment
402
1,197,536
24
Female
48,721
Married
2
High School
Employed
39.085723
Urban
Basic
1
3
365
5
2022-06-17 15:21:39.090124
Poor
No
Rarely
Apartment
3,107
1,197,537
34
Female
17,991
Single
2
Bachelor's
null
11.265537
Rural
Basic
1
2
814
2
2022-05-17 15:21:39.237118
Average
No
Monthly
Condo
1,703
1,197,538
58
Male
18,051
Single
0
High School
null
43.939043
Suburban
Comprehensive
0
12
null
7
2021-11-06 15:21:39.134960
Average
No
Daily
Apartment
834
1,197,539
47
Female
82,487
Divorced
0
Bachelor's
null
36.591667
Rural
Premium
null
8
301
4
2019-12-23 15:21:39.181605
Average
No
Weekly
Apartment
1,302
1,197,540
44
Female
null
Married
1
PhD
Unemployed
13.132226
Rural
Basic
2
16
354
7
2022-06-05 15:21:39.237118
Good
Yes
Daily
Condo
1,415
1,197,541
47
Male
10,438
Married
2
Bachelor's
Employed
12.285926
Suburban
Premium
null
1
459
8
2023-06-09 15:21:39.134960
Average
Yes
Daily
Apartment
305
1,197,542
61
Male
8,072
Single
4
PhD
Employed
27.90827
Urban
Basic
2
2
590
6
2021-09-21 15:21:39.134960
Average
Yes
Monthly
Apartment
134
1,197,543
50
Male
6,919
Divorced
1
Bachelor's
Employed
42.749853
Rural
Basic
1
9
812
1
2023-10-12 15:21:39.132191
Good
Yes
Rarely
House
291
1,197,544
48
Male
null
Divorced
1
Master's
Self-Employed
24.611018
Rural
Premium
2
7
311
5
2024-06-13 15:21:39.228521
Good
Yes
Rarely
Apartment
451
1,197,545
61
Male
25,480
Married
4
High School
Self-Employed
15.883502
Urban
Basic
2
2
644
7
2023-12-14 15:21:39.250151
Average
Yes
Daily
Apartment
1,421
1,197,546
47
Male
19,412
Single
0
Bachelor's
Self-Employed
16.419945
Suburban
Comprehensive
3
12
486
8
2022-10-11 15:21:39.281787
Poor
No
Rarely
Condo
1,193
1,197,547
22
Female
103,414
Divorced
0
High School
Unemployed
24.64684
Rural
Comprehensive
1
9
422
8
2021-02-25 15:21:39.211806
null
Yes
Rarely
House
2,279
1,197,548
53
Male
59,946
Divorced
1
Bachelor's
Self-Employed
21.583462
Rural
Comprehensive
0
7
692
6
2023-11-11 15:21:39.253660
Poor
No
Daily
Condo
263
1,197,549
56
Male
3,905
Single
3
PhD
Self-Employed
null
Urban
Comprehensive
null
7
672
5
2024-03-12 15:21:39.134960
Poor
Yes
Daily
House
1,211
1,197,550
47
Female
43,341
Single
4
PhD
null
10.056746
Suburban
Premium
0
10
346
2
2022-07-31 15:21:39.226954
Poor
No
Monthly
Condo
804
1,197,551
18
Female
45,902
Single
3
Master's
Self-Employed
51.430329
Rural
Comprehensive
null
16
555
1
2022-06-12 15:21:39.180553
Average
No
Daily
Condo
479
1,197,552
30
Female
88,919
Divorced
0
PhD
Employed
16.135025
Suburban
Basic
1
6
338
7
2022-10-26 15:21:39.155231
Average
Yes
Monthly
Condo
564
1,197,553
27
Male
71,270
Divorced
3
Bachelor's
null
51.869334
Rural
Basic
null
2
421
8
2019-10-30 15:21:39.094752
Average
No
Daily
House
474
1,197,554
45
Female
1,368
Single
0
High School
Unemployed
33.058354
Suburban
Basic
1
13
487
9
2020-08-10 15:21:39.102694
Average
No
Rarely
Apartment
1,947
1,197,555
36
Female
8,009
Divorced
4
PhD
Unemployed
26.07942
Suburban
Premium
1
13
621
6
2024-05-24 15:21:39.252145
Average
Yes
Weekly
Apartment
180
1,197,556
35
Female
35,670
Single
2
Bachelor's
Self-Employed
29.999632
Urban
Basic
null
15
511
2
2023-12-26 15:21:39.222387
Good
Yes
Monthly
House
526
1,197,557
27
Female
143,433
Divorced
2
PhD
Employed
null
Rural
Comprehensive
null
10
811
8
2024-08-05 15:21:39.272456
Good
Yes
Daily
Condo
2,140
1,197,558
55
Male
1,429
Married
null
Bachelor's
null
25.8957
Urban
Basic
2
3
814
8
2022-04-30 15:21:39.147735
Average
No
Weekly
Condo
1,059
1,197,559
53
Male
24,169
Divorced
4
High School
null
17.927493
Rural
Premium
0
17
632
6
2021-07-17 15:21:39.118178
null
Yes
Weekly
Condo
502
1,197,560
46
Female
36,118
Married
3
PhD
Self-Employed
18.685476
Rural
Basic
2
0
null
2
2020-02-17 15:21:39.237118
Good
Yes
Monthly
House
2,593
1,197,561
47
Male
37,076
Married
3
Bachelor's
Employed
12.121008
Urban
Basic
1
17
null
3
2024-03-27 15:21:39.155231
Poor
Yes
Monthly
Apartment
596
1,197,562
52
Female
2,514
Married
4
High School
Self-Employed
21.805073
Urban
Basic
1
18
485
9
2023-10-14 15:21:39.110557
Good
No
Rarely
House
34
1,197,563
53
Female
2,301
Single
null
Master's
Self-Employed
44.924472
Suburban
Premium
2
9
782
2
2023-02-19 15:21:39.289099
Poor
Yes
Rarely
House
816
1,197,564
50
Male
75,939
Married
null
High School
null
null
Suburban
Comprehensive
0
14
766
8
2024-05-04 15:21:39.224915
Poor
Yes
Rarely
Condo
2,396
1,197,565
25
Male
126,030
Married
3
High School
Unemployed
8.01574
Suburban
Basic
3
8
483
4
2019-11-25 15:21:39.223901
Good
Yes
Weekly
Apartment
609
1,197,566
49
Male
17,177
Married
3
Bachelor's
Unemployed
16.548628
Urban
Premium
0
7
826
1
2021-11-11 15:21:39.155231
Average
No
Rarely
Condo
476
1,197,567
24
Male
135,551
Divorced
1
PhD
Employed
8.555414
Rural
Basic
2
18
459
4
2020-03-18 15:21:39.116179
Average
No
Monthly
Apartment
715
1,197,568
59
Female
24,372
Divorced
3
Bachelor's
Unemployed
46.664127
Suburban
Basic
0
2
null
9
2022-10-06 15:21:39.279729
Poor
Yes
Rarely
House
382
1,197,569
43
Male
25,249
Single
null
Bachelor's
Employed
14.86545
Urban
Comprehensive
0
19
null
8
2024-08-03 15:21:39.134960
Good
Yes
Daily
House
740
1,197,570
49
Female
49,143
Single
3
Bachelor's
Employed
37.446492
Urban
Premium
null
9
343
9
2021-06-30 15:21:39.134960
Average
No
Daily
Condo
1,674
1,197,571
24
Female
60,593
Married
0
PhD
Unemployed
3.361722
Urban
Basic
1
12
368
8
2024-03-11 15:21:39.084065
Average
No
Weekly
Apartment
176
1,197,572
18
Female
4,925
Single
0
High School
Employed
19.680943
Urban
Premium
1
13
476
4
2023-07-30 15:21:39.092127
Average
No
Weekly
Condo
590
1,197,573
30
Female
43,783
Married
null
High School
null
31.959462
Rural
Premium
0
17
556
3
2022-09-16 15:21:39.145732
Poor
Yes
Rarely
Apartment
1,048
1,197,574
59
Female
40,485
Divorced
0
Bachelor's
Self-Employed
17.473618
Urban
Basic
2
7
null
6
2023-04-05 15:21:39.237118
Average
No
Rarely
House
2,460
1,197,575
36
Female
30,210
Single
0
Master's
Self-Employed
41.456851
Urban
Basic
0
19
465
5
2023-09-12 15:21:39.206847
Good
No
Weekly
Condo
831
1,197,576
40
Female
25,170
Single
4
PhD
Employed
31.826108
Urban
Basic
1
12
null
4
2021-01-14 15:21:39.134960
Poor
Yes
Rarely
House
884
1,197,577
37
Male
7,230
Divorced
4
High School
null
15.80312
Suburban
Comprehensive
null
6
669
1
2022-05-24 15:21:39.205850
Poor
No
Monthly
Apartment
291
1,197,578
34
Female
17,881
Divorced
0
Bachelor's
Employed
40.881205
Rural
Premium
1
13
506
4
2022-05-19 15:21:39.237118
Average
No
Daily
Condo
1,031
1,197,579
22
Male
15,409
Divorced
1
Bachelor's
Self-Employed
5.549629
Urban
Comprehensive
null
15
770
2
2021-05-02 15:21:39.188220
Poor
Yes
Monthly
House
1,620
1,197,580
36
Female
70,974
Single
3
PhD
Unemployed
27.966341
Urban
Basic
0
12
393
9
2023-09-10 15:21:39.085129
Average
No
Rarely
House
713
1,197,581
58
Female
38,335
Married
1
Master's
null
9.741965
Suburban
Premium
3
19
567
3
2020-03-03 15:21:39.254678
Average
Yes
Weekly
House
1,226
1,197,582
44
Male
17,607
Divorced
0
High School
Self-Employed
49.924942
Rural
Comprehensive
2
12
594
5
2021-09-30 15:21:39.263607
Good
No
Monthly
House
1,456
1,197,583
45
Female
3,818
null
2
Master's
Unemployed
28.967135
Rural
Comprehensive
1
1
812
2
2020-08-04 15:21:39.092127
Good
No
Rarely
House
719
1,197,584
48
Male
43,832
Single
null
Bachelor's
Self-Employed
10.052547
Urban
Premium
0
7
547
1
2023-02-28 15:21:39.134960
Average
Yes
Weekly
Condo
1,556
1,197,585
50
Female
10,128
Single
1
Bachelor's
null
29.990069
Suburban
Basic
1
2
765
6
2023-06-11 15:21:39.081504
Good
Yes
Weekly
House
1,595
1,197,586
58
Female
64,847
Divorced
4
PhD
null
11.828667
Rural
Basic
3
7
670
7
2023-08-27 15:21:39.261856
Average
No
Rarely
Condo
130
1,197,587
18
Female
3,523
null
0
Bachelor's
null
3.039709
Rural
Basic
0
13
465
8
2021-09-09 15:21:39.237118
Average
No
Daily
House
1,174
1,197,588
19
Female
5,593
Divorced
0
High School
Unemployed
7.847307
Suburban
Premium
2
8
656
5
2022-08-19 15:21:39.237118
Average
No
Rarely
Condo
455
1,197,589
62
Female
58,874
Single
4
High School
Self-Employed
51.82745
Suburban
Basic
0
13
638
7
2021-03-20 15:21:39.182597
Poor
No
Monthly
House
917
1,197,590
54
Male
null
Divorced
0
Bachelor's
Self-Employed
12.87876
Urban
Premium
0
17
532
9
2021-03-24 15:21:39.237118
Average
No
Monthly
Condo
119
1,197,591
40
Female
24,677
Divorced
0
Master's
null
7.15385
Urban
Comprehensive
null
19
536
9
2020-10-07 15:21:39.244069
Average
No
Weekly
Condo
781
1,197,592
30
Male
20,962
Married
4
Bachelor's
null
4.795428
Urban
Comprehensive
null
12
836
2
2023-01-11 15:21:39.237118
Good
Yes
Daily
Condo
929
1,197,593
31
Male
62,844
Divorced
2
Bachelor's
Self-Employed
12.243536
Rural
Premium
1
5
588
4
2020-12-08 15:21:39.134960
Average
Yes
Weekly
House
394
1,197,594
45
Female
45,421
Divorced
2
PhD
Employed
15.998928
Suburban
Comprehensive
null
15
804
2
2022-12-07 15:21:39.222387
Poor
No
Monthly
Apartment
1,563
1,197,595
19
Female
43,987
Single
0
PhD
null
8.569639
Suburban
Basic
null
15
790
1
2023-04-13 15:21:39.253660
Average
No
Daily
Condo
351
1,197,596
36
Male
71,213
null
0
High School
Unemployed
11.678884
Rural
Basic
2
4
631
3
2019-10-23 15:21:39.082499
null
No
Monthly
Apartment
474
1,197,597
24
Male
28,897
Divorced
2
Master's
Unemployed
23.014078
Rural
Basic
null
19
588
1
2021-04-21 15:21:39.204790
Average
No
Monthly
Condo
1,804
1,197,598
45
Male
10,163
Divorced
2
PhD
Unemployed
4.270178
Urban
Premium
2
17
583
9
2019-12-26 15:21:39.155231
Good
Yes
Daily
House
50
1,197,599
48
Male
102,810
Married
null
Master's
Unemployed
13.886557
Urban
Basic
1
3
597
5
2024-03-02 15:21:39.182597
null
Yes
Weekly
Apartment
3,717