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
1,167,800
62
Male
33,739
Divorced
2
PhD
null
19.92038
Rural
Comprehensive
0
13
390
1
2020-02-06 15:21:39.267454
Good
No
Rarely
Apartment
709
1,167,801
45
Female
4,659
Married
4
PhD
null
28.373439
Suburban
Premium
null
1
616
6
2022-01-24 15:21:39.144722
Average
Yes
Rarely
House
48
1,167,802
34
Male
36,090
Divorced
4
PhD
Unemployed
44.446908
Rural
Premium
1
5
835
2
2024-05-14 15:21:39.134960
Poor
No
Daily
House
1,069
1,167,803
64
Male
24,000
Divorced
0
Master's
null
10.373917
Rural
Comprehensive
null
19
364
5
2021-09-03 15:21:39.171102
Average
Yes
Daily
Apartment
1,297
1,167,804
23
Male
42,601
Single
0
Master's
null
11.653218
Urban
Premium
null
14
436
8
2023-01-14 15:21:39.155231
Good
Yes
Daily
Apartment
1,108
1,167,805
42
Male
14,135
Married
1
High School
Unemployed
37.913162
Rural
Basic
0
0
648
4
2020-07-22 15:21:39.108562
Poor
No
Weekly
House
459
1,167,806
31
Male
1,607
Married
3
Bachelor's
Self-Employed
31.757078
Rural
Premium
4
7
485
3
2023-06-19 15:21:39.278402
Good
No
Monthly
Condo
714
1,167,807
57
Female
1,493
Married
2
High School
Employed
12.183412
Rural
Basic
0
19
null
2
2020-10-14 15:21:39.219432
Average
Yes
Monthly
House
34
1,167,808
28
Female
27,239
Married
3
Bachelor's
Employed
18.081328
Suburban
Basic
null
18
453
5
2023-08-27 15:21:39.092127
Average
No
Rarely
Apartment
467
1,167,809
39
Female
60,527
Single
1
High School
Unemployed
11.128842
Urban
Premium
1
8
691
4
2022-10-30 15:21:39.256696
Good
No
Daily
House
145
1,167,810
60
Female
48,965
Single
3
Master's
null
17.647653
Suburban
Comprehensive
1
11
430
3
2020-08-01 15:21:39.184157
Poor
No
Weekly
Condo
748
1,167,811
27
Male
11,220
Divorced
2
PhD
null
22.458971
Suburban
Basic
4
5
null
6
2024-02-12 15:21:39.174719
Average
Yes
Rarely
House
1,346
1,167,812
46
Male
44,883
Married
3
High School
null
12.922257
Rural
Basic
null
10
664
1
2023-05-15 15:21:39.252145
Poor
Yes
Daily
House
856
1,167,813
38
Female
16,195
Married
3
High School
Unemployed
30.251847
Urban
Premium
null
10
null
3
2023-01-08 15:21:39.237118
Poor
Yes
Monthly
Apartment
3,565
1,167,814
60
Male
2,390
Married
3
High School
Unemployed
null
Suburban
Premium
null
8
492
4
2020-10-19 15:21:39.134960
Average
Yes
Rarely
Condo
1,521
1,167,815
20
Female
5,560
Single
4
PhD
Unemployed
32.867184
Suburban
Comprehensive
1
16
695
4
2022-04-20 15:21:39.274993
Poor
No
Weekly
Apartment
703
1,167,816
26
Female
2,456
Single
0
PhD
Self-Employed
13.393337
Suburban
Premium
2
0
573
9
2022-06-19 15:21:39.237118
Poor
Yes
Daily
House
790
1,167,817
37
Female
7,573
Married
null
Master's
Employed
13.096308
Urban
Basic
2
7
779
6
2024-03-31 15:21:39.268507
Good
No
Monthly
Apartment
950
1,167,818
57
Male
102,290
Divorced
null
PhD
null
32.441288
Urban
Comprehensive
3
9
556
3
2022-08-17 15:21:39.237118
Average
No
Daily
Condo
130
1,167,819
38
Female
105,736
Single
3
PhD
Unemployed
28.611172
Rural
Basic
0
19
594
4
2023-12-02 15:21:39.204790
Poor
No
Rarely
Apartment
293
1,167,820
37
Male
11,211
Married
1
High School
null
50.085143
Urban
Comprehensive
null
1
681
5
2023-04-13 15:21:39.079128
Average
No
Weekly
Apartment
1,180
1,167,821
19
Male
27,863
Single
3
PhD
null
29.561346
Suburban
Comprehensive
0
13
null
2
2022-08-16 15:21:39.173834
Average
No
Monthly
House
545
1,167,822
51
Female
34,376
Married
null
PhD
Self-Employed
18.794461
Urban
Comprehensive
2
8
null
2
2023-10-20 15:21:39.134960
Good
No
Weekly
Condo
755
1,167,823
50
Male
40,565
Married
2
Bachelor's
Unemployed
29.450122
Suburban
Basic
1
13
693
1
2023-12-14 15:21:39.258696
Average
Yes
Weekly
House
205
1,167,824
43
Male
64,839
Divorced
4
Bachelor's
Self-Employed
33.677022
Rural
Premium
0
4
847
6
2021-09-27 15:21:39.248098
Average
No
Weekly
House
49
1,167,825
41
Female
9,071
Married
4
PhD
Employed
31.716375
Rural
Premium
null
19
573
3
2024-08-07 15:21:39.237118
Poor
Yes
Monthly
Condo
1,816
1,167,826
47
Male
47,813
Single
2
Bachelor's
Unemployed
13.034834
Rural
Comprehensive
2
15
309
1
2022-09-16 15:21:39.205850
Poor
Yes
Weekly
House
1,484
1,167,827
47
Female
40,861
Single
2
PhD
Unemployed
8.966374
Urban
Premium
null
3
614
6
2019-11-01 15:21:39.079128
Poor
No
Rarely
House
1,720
1,167,828
22
Male
1,018
Single
1
High School
null
27.934129
Urban
Premium
null
11
784
6
2023-02-23 15:21:39.170099
null
No
Daily
House
864
1,167,829
59
Male
21,382
Married
2
Master's
Employed
32.539867
Urban
Premium
0
12
678
3
2022-02-21 15:21:39.290098
Good
Yes
Daily
House
406
1,167,830
34
Male
16,290
Single
null
Bachelor's
Self-Employed
32.385861
Rural
Comprehensive
1
4
709
1
2021-12-14 15:21:39.281787
Average
No
Weekly
Condo
956
1,167,831
32
Male
25,246
Divorced
1
Bachelor's
Unemployed
32.574675
Urban
Comprehensive
1
12
582
9
2023-07-26 15:21:39.279729
Poor
Yes
Rarely
House
3,610
1,167,832
23
Female
898
Divorced
1
PhD
null
27.447942
Suburban
Premium
2
15
null
3
2020-06-28 15:21:39.102694
Average
Yes
Rarely
Apartment
813
1,167,833
57
Male
2,666
Single
3
PhD
Employed
null
Urban
Comprehensive
1
3
478
2
2021-01-02 15:21:39.155231
Average
No
Weekly
House
2,548
1,167,834
23
Male
20,890
Divorced
null
Master's
Employed
19.552755
Rural
Comprehensive
0
19
696
1
2021-03-27 15:21:39.276901
Good
Yes
Monthly
House
1,011
1,167,835
64
Male
74,122
Divorced
4
Bachelor's
Unemployed
11.719064
Suburban
Comprehensive
0
14
398
9
2020-08-22 15:21:39.121169
Poor
Yes
Monthly
House
459
1,167,836
27
Male
2,264
Married
0
Master's
null
17.859031
Rural
Comprehensive
3
5
573
2
2020-05-02 15:21:39.134960
Average
Yes
Monthly
Condo
907
1,167,837
47
Female
15,144
Married
3
Master's
null
null
Suburban
Basic
null
0
526
3
2022-08-12 15:21:39.192212
Poor
Yes
Monthly
House
688
1,167,838
45
Female
39,741
Single
3
Master's
Self-Employed
30.828447
Rural
Premium
0
15
759
4
2022-12-20 15:21:39.155231
Good
No
Monthly
House
1,172
1,167,839
46
Female
45,907
Married
null
PhD
Self-Employed
17.816594
Suburban
Premium
2
17
568
2
2019-11-09 15:21:39.155231
Good
Yes
Monthly
Apartment
956
1,167,840
52
Female
108,875
Married
1
High School
null
null
Urban
Basic
0
12
374
7
2021-11-27 15:21:39.084065
Poor
No
Daily
Condo
1,722
1,167,841
41
Male
12,340
Divorced
4
PhD
null
23.040746
Urban
Basic
1
1
361
1
2020-10-26 15:21:39.186212
Average
Yes
Rarely
Condo
541
1,167,842
62
Female
15,696
Married
1
High School
null
32.120964
Rural
Comprehensive
1
5
689
1
2021-07-27 15:21:39.132191
Average
Yes
Monthly
Condo
577
1,167,843
57
Female
26,625
Single
1
Bachelor's
Unemployed
null
Urban
Basic
1
1
626
4
2022-11-09 15:21:39.217387
Poor
No
Rarely
House
837
1,167,844
33
Male
14,129
Married
null
PhD
null
6.18445
Rural
Premium
0
9
464
7
2020-09-06 15:21:39.217387
Good
No
Daily
House
1,710
1,167,845
34
Male
6,457
Divorced
0
High School
Self-Employed
7.772531
Urban
Comprehensive
1
16
551
5
2021-10-08 15:21:39.194829
Good
No
Monthly
Condo
136
1,167,846
54
Male
15,774
Single
1
Master's
null
48.423927
Rural
Comprehensive
0
10
678
3
2021-03-14 15:21:39.155231
Average
Yes
Rarely
Apartment
642
1,167,847
52
Female
107,516
Single
3
Bachelor's
Unemployed
10.058043
Urban
Basic
1
14
615
7
2022-09-23 15:21:39.285112
Average
No
Daily
Apartment
240
1,167,848
36
Female
21,783
Single
null
Bachelor's
Unemployed
25.745907
Urban
Basic
2
6
784
9
2020-10-26 15:21:39.186212
Good
Yes
Daily
House
1,280
1,167,849
24
Female
29,093
Single
4
High School
Self-Employed
25.935484
Rural
Premium
1
1
719
9
2023-03-11 15:21:39.228521
Poor
Yes
Daily
House
863
1,167,850
54
Female
5,793
Divorced
3
PhD
Employed
22.068385
Urban
Premium
null
0
615
1
2021-07-30 15:21:39.226954
Poor
No
Rarely
Condo
468
1,167,851
20
Female
45,439
Divorced
0
Master's
Unemployed
22.882716
Rural
Basic
null
19
381
3
2022-11-02 15:21:39.122134
Good
Yes
Rarely
House
721
1,167,852
46
Male
133,770
Married
3
PhD
null
32.539287
Suburban
Premium
null
16
471
3
2021-01-19 15:21:39.083497
Poor
Yes
Rarely
House
2,065
1,167,853
49
Male
17,663
Single
1
High School
null
37.367537
Urban
Comprehensive
2
3
781
2
2023-05-18 15:21:39.259788
Poor
No
Daily
House
2,627
1,167,854
22
Male
43,434
Single
null
Bachelor's
null
24.967352
Suburban
Comprehensive
null
15
534
5
2021-06-27 15:21:39.222387
Average
No
Rarely
Apartment
1,035
1,167,855
33
Female
null
Married
4
High School
Self-Employed
29.271117
Urban
Premium
0
7
526
8
2023-02-22 15:21:39.237118
Good
No
Daily
Apartment
397
1,167,856
49
Male
27,705
Divorced
0
Bachelor's
Unemployed
4.242286
Urban
Premium
null
19
403
1
2023-02-18 15:21:39.155231
Average
Yes
Daily
Condo
615
1,167,857
45
Male
null
Married
2
Master's
Unemployed
34.069704
Rural
Premium
null
10
323
9
2021-09-18 15:21:39.170099
Poor
No
Monthly
House
40
1,167,858
24
Male
17,783
Single
3
High School
null
22.85122
Urban
Comprehensive
1
1
null
1
2023-02-20 15:21:39.245086
Poor
No
Weekly
Apartment
606
1,167,859
59
Male
null
Single
2
Master's
Employed
20.073196
Suburban
Comprehensive
2
17
531
3
2021-02-04 15:21:39.093681
Average
No
Weekly
Condo
93
1,167,860
20
Male
63,354
Married
2
PhD
null
38.18693
Rural
Comprehensive
null
12
447
7
2020-02-09 15:21:39.209847
Good
Yes
Daily
House
931
1,167,861
30
Female
100,175
Single
4
PhD
Self-Employed
16.817677
Rural
Comprehensive
0
15
317
9
2022-07-17 15:21:39.179186
Average
Yes
Daily
Condo
158
1,167,862
21
Female
40,593
Married
2
Master's
null
22.722605
Urban
Comprehensive
1
17
842
5
2021-12-14 15:21:39.167099
Average
No
Monthly
Condo
562
1,167,863
24
Female
41,892
Divorced
2
PhD
Unemployed
18.958262
Suburban
Basic
null
11
514
4
2022-04-28 15:21:39.155231
Poor
No
Monthly
Apartment
563
1,167,864
54
Male
23,358
Divorced
1
Bachelor's
Employed
17.912142
Rural
Comprehensive
0
1
508
4
2022-06-07 15:21:39.197445
Average
No
Weekly
Apartment
1,489
1,167,865
26
Female
50,926
null
1
Master's
null
29.753884
Rural
Comprehensive
null
17
802
3
2021-09-03 15:21:39.096739
Good
Yes
Daily
Condo
1,881
1,167,866
28
Male
18,647
Married
0
PhD
Employed
25.843021
Rural
Basic
0
11
822
5
2021-05-02 15:21:39.125660
Average
Yes
Rarely
Apartment
1,469
1,167,867
57
Female
96,645
Divorced
null
Bachelor's
Employed
44.382226
Rural
Basic
null
19
469
9
2022-09-06 15:21:39.179186
Poor
Yes
Rarely
Condo
3,356
1,167,868
21
Female
10,081
Married
4
Master's
Self-Employed
3.52765
Suburban
Comprehensive
1
15
639
5
2022-09-06 15:21:39.191219
Average
Yes
Monthly
House
614
1,167,869
32
Male
3,518
Single
null
High School
null
39.99094
Rural
Comprehensive
3
2
null
9
2023-02-13 15:21:39.102694
Good
No
Monthly
Condo
3,573
1,167,870
35
Male
null
Divorced
3
PhD
Employed
28.720847
Suburban
Premium
1
14
612
6
2021-09-25 15:21:39.226954
Good
Yes
Weekly
Apartment
112
1,167,871
29
Male
11,564
Divorced
2
PhD
null
27.84321
Rural
Basic
1
2
576
5
2022-08-19 15:21:39.207847
Average
Yes
Monthly
Apartment
1,764
1,167,872
51
Male
140,961
Divorced
0
PhD
null
null
Suburban
Basic
2
17
744
5
2023-12-26 15:21:39.164044
Good
No
Monthly
Apartment
38
1,167,873
32
Female
43,878
Single
2
Bachelor's
Employed
36.261623
Suburban
Premium
null
10
710
1
2021-05-25 15:21:39.155231
Good
Yes
Monthly
Condo
26
1,167,874
57
Female
2,570
Married
1
High School
Unemployed
52.018821
Urban
Basic
2
12
406
1
2021-01-29 15:21:39.185215
Average
Yes
Daily
House
1,063
1,167,875
28
Female
6,945
Single
2
Bachelor's
Unemployed
null
Suburban
Basic
0
9
null
6
2022-06-04 15:21:39.134960
Poor
Yes
Weekly
Condo
705
1,167,876
34
Male
73,574
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Premium
1
11
444
7
2023-05-24 15:21:39.194829
Average
No
Monthly
House
1,229
1,167,877
45
Female
1,201
Married
4
PhD
Employed
38.884954
Urban
Comprehensive
0
1
784
9
2020-04-19 15:21:39.082499
Average
No
Daily
Condo
2,470
1,167,878
44
Male
31,691
Single
3
Bachelor's
null
23.794271
Urban
Premium
null
13
826
7
2023-10-04 15:21:39.289099
Average
Yes
Weekly
Apartment
95
1,167,879
54
Female
6,092
Single
2
High School
null
13.147001
Urban
Comprehensive
0
18
null
7
2019-11-10 15:21:39.236064
Poor
No
Monthly
Apartment
970
1,167,880
56
Female
6,539
Single
0
High School
Unemployed
35.276528
Suburban
Basic
2
18
527
4
2024-03-26 15:21:39.167099
Average
Yes
Rarely
Apartment
438
1,167,881
60
Male
1,488
Divorced
1
PhD
Unemployed
24.389865
Suburban
Comprehensive
null
19
753
5
2023-10-13 15:21:39.102694
Average
Yes
Weekly
House
2,770
1,167,882
35
Female
18,096
Divorced
1
PhD
null
23.903013
Urban
Premium
1
1
815
7
2022-07-24 15:21:39.134960
Poor
No
Weekly
Condo
1,245
1,167,883
28
Female
11,514
Single
0
Master's
null
30.957916
Rural
Premium
0
8
null
6
2022-01-14 15:21:39.175719
null
No
Weekly
Apartment
1,524
1,167,884
54
Male
4,025
Divorced
4
Bachelor's
Employed
25.885963
Urban
Premium
null
2
393
2
2020-11-16 15:21:39.189223
Average
Yes
Rarely
Condo
785
1,167,885
45
Male
27,383
Single
3
PhD
null
23.087588
Suburban
Premium
5
15
554
6
2024-02-03 15:21:39.249100
Poor
No
Daily
House
709
1,167,886
25
Female
6,455
Divorced
4
PhD
null
48.839068
Urban
Premium
2
7
668
1
2021-11-27 15:21:39.099739
Average
Yes
Rarely
Condo
721
1,167,887
26
Male
58,236
Single
3
Bachelor's
Unemployed
39.887007
Suburban
Premium
0
19
475
9
2023-12-27 15:21:39.237118
Poor
Yes
Rarely
Condo
2,399
1,167,888
57
Male
4,926
Divorced
3
Master's
Employed
19.957198
Urban
Premium
2
2
531
7
2023-12-28 15:21:39.147735
Good
Yes
Weekly
Condo
111
1,167,889
46
Female
10,235
Divorced
4
High School
Unemployed
34.49748
Urban
Premium
1
5
null
4
2022-04-10 15:21:39.101733
Poor
Yes
Monthly
Apartment
966
1,167,890
57
Female
null
Married
2
Bachelor's
Unemployed
17.698968
Suburban
Basic
null
14
814
1
2024-06-06 15:21:39.188220
Average
Yes
Rarely
Apartment
49
1,167,891
33
Female
38,173
Married
0
High School
Employed
25.739231
Suburban
Premium
null
0
577
5
2022-03-16 15:21:39.122134
Good
Yes
Daily
House
1,001
1,167,892
22
Male
3,837
Married
1
High School
Unemployed
27.952434
Urban
Basic
null
11
681
1
2021-06-01 15:21:39.263432
Average
No
Daily
House
94
1,167,893
51
Female
2,592
Single
4
Bachelor's
Self-Employed
12.908885
Urban
Basic
0
16
849
5
2019-08-18 15:21:39.115178
Good
No
Monthly
Apartment
1,373
1,167,894
18
Female
73,924
Divorced
null
Bachelor's
Self-Employed
33.414768
Rural
Basic
3
14
473
7
2023-11-12 15:21:39.271453
Good
No
Weekly
Condo
1,745
1,167,895
36
Female
24,237
Single
3
PhD
null
44.966173
Rural
Premium
0
8
558
1
2021-03-01 15:21:39.187211
Poor
No
Daily
Condo
1,806
1,167,896
47
Female
612
Single
0
PhD
Unemployed
14.06469
Urban
Basic
null
6
439
6
2022-10-17 15:21:39.117183
Poor
No
Daily
Apartment
2,285
1,167,897
22
Female
null
Married
3
PhD
Self-Employed
7.973103
Urban
Comprehensive
2
18
370
3
2022-04-14 15:21:39.105504
Good
Yes
Rarely
House
1,453
1,167,898
33
Female
2,386
Single
null
Master's
Self-Employed
43.782306
Rural
Comprehensive
null
1
350
6
2022-07-14 15:21:39.206847
Average
No
Monthly
House
1,432
1,167,899
19
Male
1,412
Divorced
null
Bachelor's
Self-Employed
8.29474
Urban
Comprehensive
0
9
729
5
2023-03-14 15:21:39.134960
Good
Yes
Rarely
Apartment
3,188