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
1,169,500
21
Female
13,191
Divorced
1
PhD
Unemployed
29.818231
Rural
Comprehensive
null
18
684
6
2022-08-10 15:21:39.256696
Poor
Yes
Rarely
House
819
1,169,501
42
Male
87,541
Divorced
3
High School
Self-Employed
21.858437
Urban
Premium
0
2
849
4
2019-09-30 15:21:39.172097
Average
Yes
Rarely
House
1,871
1,169,502
59
Female
41,434
Divorced
2
Master's
Self-Employed
12.136692
Urban
Comprehensive
2
13
494
5
2021-07-31 15:21:39.260856
Average
Yes
Rarely
Condo
1,249
1,169,503
55
Male
81,256
Divorced
1
High School
null
18.141083
Urban
Premium
0
15
406
1
2022-03-21 15:21:39.151732
Average
No
Rarely
Apartment
3,284
1,169,504
56
Male
15,642
Divorced
0
Master's
Employed
20.754903
Urban
Premium
0
9
652
9
2023-08-11 15:21:39.209847
Poor
Yes
Monthly
Condo
944
1,169,505
50
Female
22,695
Divorced
1
Master's
Unemployed
34.452887
Suburban
Basic
null
13
644
7
2023-12-27 15:21:39.134960
Poor
No
Daily
House
1,926
1,169,506
55
Male
17,093
Married
3
Master's
Self-Employed
11.41542
Suburban
Basic
0
19
454
1
2024-04-12 15:21:39.290098
Good
Yes
Rarely
Apartment
1,229
1,169,507
52
Female
5,881
Single
3
PhD
Unemployed
35.246799
Suburban
Basic
2
2
626
2
2023-11-30 15:21:39.155231
Good
No
Rarely
House
434
1,169,508
45
Female
19,210
Single
2
High School
Unemployed
16.52832
Urban
Comprehensive
0
19
null
7
2022-03-28 15:21:39.134960
Average
No
Monthly
Apartment
514
1,169,509
23
Male
129,863
Married
null
PhD
Unemployed
23.893526
Suburban
Premium
1
2
433
1
2021-07-25 15:21:39.237118
Poor
No
Rarely
Apartment
1,296
1,169,510
22
Male
44,946
Divorced
3
PhD
Unemployed
null
Suburban
Basic
null
18
646
2
2020-12-14 15:21:39.154008
Good
No
Monthly
Condo
1,160
1,169,511
29
Male
37,803
Divorced
1
Master's
null
15.404677
Urban
Comprehensive
0
13
664
7
2020-07-17 15:21:39.253660
Average
Yes
Monthly
House
549
1,169,512
50
Male
null
Single
0
High School
Self-Employed
43.745879
Rural
Premium
2
18
null
6
2023-02-19 15:21:39.134960
Average
No
Rarely
Condo
2,439
1,169,513
37
Male
30,892
Divorced
3
High School
null
30.823669
Rural
Basic
1
0
382
9
2023-06-24 15:21:39.134960
Average
No
Daily
Apartment
1,335
1,169,514
40
Male
6,952
Married
3
Bachelor's
Self-Employed
7.564408
Urban
Basic
null
12
770
6
2020-12-15 15:21:39.247098
Average
Yes
Rarely
House
1,598
1,169,515
51
Male
5,516
Divorced
1
High School
Self-Employed
16.556465
Rural
Basic
3
18
null
2
2022-12-20 15:21:39.237118
null
No
Weekly
Apartment
28
1,169,516
46
Male
21,350
Married
2
Bachelor's
null
26.586079
Rural
Comprehensive
0
10
633
1
2023-10-06 15:21:39.225916
Average
Yes
Weekly
Condo
263
1,169,517
25
Male
20,290
Divorced
0
PhD
Unemployed
9.894187
Suburban
Comprehensive
1
8
776
6
2021-04-11 15:21:39.108562
Average
No
Monthly
Apartment
1,435
1,169,518
39
Male
6,073
Divorced
4
Bachelor's
null
12.539224
Suburban
Basic
0
12
776
8
2022-12-08 15:21:39.155231
Good
No
Weekly
Condo
1,472
1,169,519
34
Male
91,610
Married
3
Master's
Self-Employed
23.351781
Suburban
Comprehensive
null
12
489
2
2024-02-09 15:21:39.276901
Poor
No
Monthly
Apartment
3,088
1,169,520
62
Male
26,395
Single
4
PhD
Unemployed
23.567726
Urban
Basic
1
2
593
6
2023-03-26 15:21:39.191219
Average
Yes
Rarely
Apartment
792
1,169,521
29
Male
71,354
Divorced
1
Bachelor's
Employed
22.827694
Suburban
Comprehensive
null
12
682
5
2019-09-09 15:21:39.155231
Good
No
Daily
House
3,074
1,169,522
23
Male
648
Single
3
Master's
null
9.791136
Suburban
Premium
null
2
347
2
2023-01-30 15:21:39.226954
Poor
Yes
Monthly
Condo
816
1,169,523
33
Female
20,805
Married
3
High School
Self-Employed
49.014027
Rural
Comprehensive
0
12
null
8
2022-10-15 15:21:39.134960
Good
Yes
Daily
Apartment
1,082
1,169,524
29
Female
29,759
Divorced
null
Bachelor's
Unemployed
38.253949
Urban
Basic
1
14
454
3
2019-08-30 15:21:39.134960
Average
Yes
Rarely
Condo
1,074
1,169,525
30
Female
20,906
Married
0
High School
null
43.848339
Suburban
Comprehensive
0
18
729
9
2021-12-07 15:21:39.102694
Average
Yes
Weekly
Condo
695
1,169,526
48
Female
38,825
Married
3
PhD
null
22.933493
Suburban
Comprehensive
null
17
791
8
2020-02-06 15:21:39.126661
null
Yes
Rarely
Condo
1,956
1,169,527
25
Male
38,961
Married
4
High School
Employed
15.390641
Suburban
Basic
2
1
699
6
2021-10-14 15:21:39.093681
Average
Yes
Rarely
Apartment
2,367
1,169,528
52
Male
89,940
Divorced
2
PhD
Employed
11.92301
Urban
Premium
0
1
496
1
2023-06-06 15:21:39.272456
Good
Yes
Daily
House
39
1,169,529
35
Male
17,860
Divorced
2
Master's
Employed
41.433438
Urban
Basic
1
19
528
1
2024-03-04 15:21:39.251142
Average
No
Daily
House
955
1,169,530
45
Male
17,596
Single
2
Bachelor's
Self-Employed
34.796049
Urban
Basic
null
2
null
2
2021-11-15 15:21:39.226954
Good
Yes
Daily
Condo
757
1,169,531
46
Male
44,081
Single
2
High School
null
21.187321
Rural
Basic
3
9
420
6
2019-11-19 15:21:39.206847
Poor
No
Weekly
Apartment
1,049
1,169,532
55
Female
689
Single
1
Master's
Employed
21.824252
Suburban
Basic
2
0
814
8
2019-09-18 15:21:39.180553
Good
Yes
Monthly
Condo
1,320
1,169,533
24
Male
18,721
Married
4
Master's
Unemployed
48.553243
Urban
Comprehensive
2
8
null
5
2020-08-31 15:21:39.166062
Good
Yes
Rarely
Apartment
1,044
1,169,534
28
Male
59,087
Divorced
0
Bachelor's
Employed
41.571701
Urban
Comprehensive
1
4
370
3
2021-06-28 15:21:39.177724
Good
Yes
Daily
Apartment
709
1,169,535
49
Male
13,523
Single
4
Bachelor's
Unemployed
23.81679
Urban
Basic
0
12
437
1
2021-07-07 15:21:39.090124
Average
Yes
Weekly
Apartment
536
1,169,536
43
Male
88,596
Married
2
Bachelor's
Self-Employed
22.996613
Suburban
Comprehensive
1
1
727
5
2023-08-16 15:21:39.200452
Good
Yes
Daily
Apartment
91
1,169,537
37
Male
46,364
Married
3
PhD
Unemployed
22.755063
Suburban
Basic
1
14
795
9
2022-04-29 15:21:39.172097
Average
No
Monthly
Condo
459
1,169,538
47
Female
5,743
Single
1
PhD
Employed
7.591479
Rural
Comprehensive
0
18
775
3
2021-01-10 15:21:39.152732
Average
No
Weekly
Apartment
939
1,169,539
40
Female
29,051
Divorced
4
High School
Employed
23.5499
Suburban
Premium
null
5
459
3
2021-10-18 15:21:39.251142
Average
No
Daily
Apartment
2,155
1,169,540
38
Female
86,063
Single
1
Bachelor's
Self-Employed
44.037294
Rural
Premium
2
15
563
7
2024-06-13 15:21:39.256696
Poor
No
Rarely
Condo
2,236
1,169,541
51
Female
23,419
Divorced
0
High School
Self-Employed
11.869098
Suburban
Premium
1
18
828
7
2022-04-27 15:21:39.214388
Good
Yes
Weekly
Condo
1,804
1,169,542
54
Female
null
Single
4
High School
Employed
35.001152
Suburban
Basic
null
6
566
3
2022-06-08 15:21:39.202448
Average
Yes
Rarely
Condo
221
1,169,543
45
Male
63,655
null
1
PhD
Employed
3.124576
Urban
Premium
0
10
509
3
2020-09-02 15:21:39.261856
Poor
No
Daily
Condo
671
1,169,544
31
Male
22,551
Single
2
PhD
null
44.366712
Rural
Basic
0
11
827
2
2023-01-22 15:21:39.249100
Poor
Yes
Rarely
Condo
1,383
1,169,545
60
Male
11,583
Married
null
Master's
Unemployed
10.869659
Urban
Premium
null
19
785
7
2020-10-15 15:21:39.174719
Good
No
Daily
House
408
1,169,546
50
Female
18,062
Married
1
PhD
Employed
35.038355
Rural
Comprehensive
2
11
685
1
2020-07-24 15:21:39.097737
Good
No
Weekly
House
1,630
1,169,547
59
Male
3,431
Single
4
Master's
Unemployed
null
Rural
Premium
1
10
709
8
2020-02-23 15:21:39.155231
Good
Yes
Monthly
Condo
511
1,169,548
29
Male
23,863
Married
null
PhD
Self-Employed
8.139913
Urban
Basic
0
10
635
9
2023-11-15 15:21:39.268507
Average
No
Daily
House
1,297
1,169,549
45
Male
38,983
Married
2
PhD
Unemployed
11.175744
Rural
Comprehensive
null
15
576
3
2022-08-09 15:21:39.092127
Poor
Yes
Daily
Apartment
638
1,169,550
60
Male
17,131
Divorced
0
PhD
Unemployed
38.085854
Rural
Premium
3
19
518
7
2022-03-12 15:21:39.082499
Good
Yes
Daily
House
542
1,169,551
46
Female
26,850
Married
1
Bachelor's
null
35.93558
Suburban
Premium
null
16
791
1
2021-08-28 15:21:39.155231
Average
Yes
Rarely
Apartment
901
1,169,552
29
Male
14,104
Single
3
Bachelor's
Self-Employed
22.923198
Urban
Comprehensive
null
18
492
7
2023-01-02 15:21:39.245086
Poor
No
Monthly
Apartment
574
1,169,553
33
Female
33,698
Divorced
3
Master's
Unemployed
32.688046
Suburban
Premium
null
7
776
8
2022-01-24 15:21:39.149731
Good
Yes
Weekly
Condo
2,141
1,169,554
62
Male
18,830
Single
2
PhD
null
17.5698
Rural
Premium
0
1
572
4
2024-04-22 15:21:39.237118
Good
Yes
Rarely
Condo
315
1,169,555
51
Female
3,565
Single
4
Master's
Employed
null
Suburban
Basic
0
17
null
7
2020-05-19 15:21:39.111551
Good
No
Rarely
Apartment
1,484
1,169,556
64
Male
25,156
Married
0
Master's
Self-Employed
20.950156
Rural
Comprehensive
0
11
null
3
2024-08-02 15:21:39.202448
Average
Yes
Daily
House
1,157
1,169,557
37
Male
1,496
Married
2
Bachelor's
Unemployed
24.20956
Rural
Comprehensive
3
7
639
4
2023-05-30 15:21:39.102694
Average
No
Daily
Condo
447
1,169,558
38
Male
5,066
Single
1
PhD
null
25.615739
Urban
Basic
0
16
791
5
2021-10-20 15:21:39.251142
Average
No
Rarely
Apartment
649
1,169,559
43
Female
51,187
Divorced
4
Master's
Self-Employed
14.994045
Suburban
Basic
1
15
682
4
2024-02-21 15:21:39.237118
null
Yes
Daily
House
393
1,169,560
43
Female
33,552
Divorced
0
Master's
Unemployed
24.292881
Suburban
Basic
0
10
347
8
2023-06-01 15:21:39.092127
Average
Yes
Daily
House
1,189
1,169,561
19
Male
56,806
Divorced
1
Master's
Self-Employed
34.442201
Suburban
Comprehensive
1
5
456
9
2023-12-18 15:21:39.155231
Good
Yes
Weekly
House
572
1,169,562
28
Female
16,370
Divorced
4
PhD
null
24.271838
Urban
Basic
null
0
554
2
2020-02-06 15:21:39.237118
Average
Yes
Daily
House
2,678
1,169,563
18
Male
4,079
Divorced
1
Bachelor's
Unemployed
13.844151
Suburban
Premium
2
14
null
3
2021-02-21 15:21:39.134960
Good
Yes
Weekly
House
678
1,169,564
27
Male
4,976
Single
0
Bachelor's
Employed
5.994594
Rural
Basic
0
6
837
3
2020-04-05 15:21:39.280784
Good
Yes
Weekly
Apartment
3,111
1,169,565
42
Male
28,981
Single
3
High School
Employed
36.121848
Urban
Premium
1
10
705
7
2022-11-01 15:21:39.274993
Poor
No
Weekly
Condo
1,588
1,169,566
63
Male
31,648
Single
null
PhD
Self-Employed
10.381928
Rural
Basic
1
19
null
8
2023-07-15 15:21:39.193945
Average
No
Rarely
Condo
1,540
1,169,567
40
Male
6,866
Married
0
Bachelor's
Employed
13.849219
Urban
Basic
3
11
523
2
2020-01-07 15:21:39.205850
Poor
No
Rarely
House
1,615
1,169,568
29
Male
44,270
Divorced
1
PhD
Self-Employed
31.824285
Suburban
Basic
0
19
null
4
2023-09-26 15:21:39.182597
Poor
Yes
Daily
Condo
2,122
1,169,569
29
Female
null
Married
null
PhD
Employed
43.812789
Rural
Basic
1
2
417
9
2022-07-03 15:21:39.167099
null
Yes
Monthly
House
100
1,169,570
58
Female
71,206
Divorced
3
Bachelor's
Self-Employed
31.167591
Urban
Premium
1
15
591
6
2021-06-10 15:21:39.274993
Good
Yes
Weekly
House
247
1,169,571
49
Female
29,207
Divorced
4
High School
Employed
5.58003
Urban
Basic
1
15
674
7
2022-10-11 15:21:39.194829
Poor
No
Monthly
House
593
1,169,572
46
Female
84,955
Married
null
Master's
null
24.290046
Suburban
Basic
2
17
559
7
2024-02-12 15:21:39.236064
Average
No
Daily
Condo
77
1,169,573
38
Female
16,984
Divorced
2
Bachelor's
Employed
32.372498
Urban
Premium
0
3
462
5
2024-05-01 15:21:39.134960
Average
No
Daily
House
240
1,169,574
54
Male
24,986
Married
2
Bachelor's
null
5.925921
Rural
Comprehensive
0
13
null
1
2022-01-29 15:21:39.246098
Average
No
Monthly
Apartment
1,195
1,169,575
63
Female
70,320
Married
0
Master's
null
13.485926
Rural
Comprehensive
2
6
743
4
2021-01-06 15:21:39.226954
Average
No
Weekly
Apartment
431
1,169,576
31
Female
11,145
Divorced
2
High School
Self-Employed
46.96658
Urban
Premium
1
3
801
4
2021-07-29 15:21:39.105192
Good
Yes
Weekly
House
1,721
1,169,577
52
Female
14,054
Married
4
Master's
Unemployed
12.677746
Urban
Comprehensive
1
3
575
2
2019-10-29 15:21:39.112553
Poor
Yes
Weekly
House
1,356
1,169,578
51
Female
4,981
Married
null
High School
Employed
13.12784
Suburban
Basic
3
10
394
6
2021-06-25 15:21:39.237118
null
No
Weekly
House
1,618
1,169,579
19
Male
16,081
Married
0
Bachelor's
Unemployed
47.869078
Urban
Comprehensive
null
19
651
9
2020-11-26 15:21:39.237118
Poor
No
Weekly
Apartment
749
1,169,580
20
Female
18,059
Single
2
Bachelor's
null
16.786535
Suburban
Comprehensive
0
2
565
3
2023-05-01 15:21:39.272456
Average
No
Rarely
Apartment
1,165
1,169,581
18
Female
3,724
Single
2
High School
null
20.357838
Urban
Basic
0
1
425
6
2020-11-10 15:21:39.230483
Poor
No
Weekly
Condo
2,965
1,169,582
35
Female
103,066
Married
0
High School
Unemployed
14.938143
Rural
Basic
1
5
431
3
2022-04-01 15:21:39.166062
Average
Yes
Daily
Condo
1,670
1,169,583
49
Male
null
Single
null
PhD
null
17.734157
Suburban
Basic
1
13
678
8
2023-11-15 15:21:39.279729
Average
No
Rarely
House
150
1,169,584
49
Male
72,516
Single
3
Bachelor's
Unemployed
30.243832
Urban
Premium
0
9
617
9
2023-12-26 15:21:39.134960
Poor
Yes
Weekly
Condo
49
1,169,585
38
Female
34,390
Married
2
PhD
Unemployed
48.906142
Rural
Comprehensive
null
9
689
7
2023-08-24 15:21:39.084065
Average
No
Weekly
House
1,351
1,169,586
52
Male
3,547
Married
1
High School
Self-Employed
18.535737
Suburban
Comprehensive
0
15
498
9
2022-08-26 15:21:39.185215
Poor
Yes
Weekly
Apartment
533
1,169,587
22
Female
59,749
Married
0
Bachelor's
Self-Employed
20.355901
Rural
Comprehensive
2
7
null
7
2021-05-11 15:21:39.274993
Poor
Yes
Daily
Condo
112
1,169,588
18
Male
45,634
null
3
PhD
Self-Employed
24.381816
Suburban
Basic
2
1
843
1
2023-12-27 15:21:39.290098
Good
No
Rarely
House
2,492
1,169,589
null
Male
26,761
Divorced
2
Bachelor's
Self-Employed
17.353436
Suburban
Premium
null
14
572
1
2020-03-07 15:21:39.226954
Good
Yes
Monthly
House
2,897
1,169,590
25
Female
1,130
Divorced
0
PhD
null
15.616816
Suburban
Basic
1
13
null
4
2021-07-21 15:21:39.147735
Average
Yes
Monthly
House
185
1,169,591
32
Male
37,673
Divorced
4
Master's
Unemployed
31.884079
Rural
Comprehensive
null
7
729
4
2023-04-27 15:21:39.245086
Average
No
Rarely
House
588
1,169,592
54
Female
1,045
Divorced
2
Master's
Self-Employed
null
Urban
Basic
0
7
558
7
2021-01-17 15:21:39.285112
Average
Yes
Weekly
Apartment
1,344
1,169,593
47
Male
2,711
Divorced
4
Master's
Employed
15.959011
Urban
Basic
2
17
801
2
2024-04-01 15:21:39.134960
Average
Yes
Rarely
Condo
1,069
1,169,594
27
Female
11,815
Single
null
PhD
Unemployed
17.029026
Urban
Basic
0
17
null
9
2022-07-08 15:21:39.082499
Average
No
Weekly
Condo
498
1,169,595
34
Female
57,813
Divorced
2
PhD
Unemployed
26.84597
Rural
Basic
0
1
331
6
2020-05-10 15:21:39.134960
Poor
No
Monthly
Apartment
740
1,169,596
51
Female
17,850
Divorced
0
PhD
Unemployed
3.849287
Suburban
Basic
2
6
668
9
2022-12-27 15:21:39.134960
Average
No
Daily
Apartment
1,375
1,169,597
36
Female
35,113
Single
0
High School
Employed
10.488575
Suburban
Comprehensive
null
12
698
8
2024-05-17 15:21:39.181605
Poor
Yes
Daily
House
834
1,169,598
59
Female
6,977
Divorced
1
PhD
Unemployed
13.722747
Urban
Premium
1
13
577
2
2020-03-28 15:21:39.155231
Poor
No
Weekly
House
597
1,169,599
32
Male
3,565
Single
null
Master's
null
39.169935
Suburban
Basic
2
0
643
9
2023-10-13 15:21:39.199447
Good
Yes
Daily
Apartment
2,141