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
1,168,000
54
Male
36,368
Divorced
4
Master's
Employed
28.073107
Suburban
Basic
2
11
543
7
2024-08-14 15:21:39.182597
Average
Yes
Daily
Apartment
1,344
1,168,001
null
Female
17,076
Single
2
High School
null
28.869031
Urban
Comprehensive
null
10
781
8
2022-11-22 15:21:39.134960
Average
No
Weekly
House
893
1,168,002
29
Male
2,840
Divorced
null
PhD
null
27.759868
Suburban
Comprehensive
1
5
313
2
2021-02-09 15:21:39.129190
Average
No
Weekly
Apartment
803
1,168,003
24
Male
7,394
Single
2
PhD
Unemployed
28.312865
Rural
Comprehensive
1
16
347
9
2020-07-18 15:21:39.155231
Good
No
Daily
Apartment
3,861
1,168,004
24
Male
1,210
Divorced
1
Master's
Unemployed
51.744955
Urban
Comprehensive
1
7
796
6
2023-08-24 15:21:39.155231
Average
Yes
Weekly
House
1,114
1,168,005
31
Female
17,054
Divorced
4
High School
Unemployed
34.746341
Suburban
Premium
1
5
843
3
2020-11-14 15:21:39.126661
Average
No
Daily
Condo
3,413
1,168,006
22
Male
10,706
Divorced
3
PhD
Self-Employed
39.464628
Suburban
Premium
null
9
442
5
2020-09-06 15:21:39.182597
Average
No
Monthly
Condo
790
1,168,007
54
Male
1,567
Single
null
Bachelor's
Self-Employed
4.939168
Suburban
Basic
null
1
753
3
2019-12-25 15:21:39.096739
Good
No
Rarely
Condo
1,862
1,168,008
39
Female
3,488
Married
0
Master's
Unemployed
23.776972
Urban
Comprehensive
null
3
458
5
2023-10-24 15:21:39.237118
Average
Yes
Daily
Apartment
112
1,168,009
59
Female
null
Divorced
4
High School
Self-Employed
null
Urban
Premium
1
3
613
1
2023-03-18 15:21:39.171102
Good
No
Rarely
Condo
39
1,168,010
41
Female
35,706
Single
2
Bachelor's
Unemployed
34.39103
Suburban
Premium
null
11
411
8
2020-06-18 15:21:39.193945
Good
Yes
Monthly
House
1,852
1,168,011
57
Female
38,107
Single
3
Bachelor's
Unemployed
19.924896
Urban
Basic
0
2
678
1
2020-08-12 15:21:39.287115
Poor
Yes
Monthly
Apartment
1,209
1,168,012
29
Male
65,468
Divorced
2
High School
Unemployed
8.618766
Urban
Premium
null
17
525
2
2020-10-01 15:21:39.114118
Good
No
Monthly
Apartment
396
1,168,013
28
Female
216
Single
2
Bachelor's
Employed
13.04274
Urban
Basic
null
12
441
7
2021-10-13 15:21:39.288099
Good
No
Rarely
Apartment
1,875
1,168,014
54
Male
16,058
Divorced
null
PhD
Self-Employed
8.992383
Rural
Basic
null
18
541
4
2019-12-13 15:21:39.189223
Average
Yes
Rarely
Condo
1,027
1,168,015
46
Female
23,173
Single
2
High School
Employed
12.662126
Suburban
Premium
0
4
451
3
2019-08-17 15:21:39.198406
Average
No
Daily
Condo
1,885
1,168,016
63
Male
null
Single
2
High School
null
null
Rural
Comprehensive
1
17
785
6
2022-07-08 15:21:39.132191
null
Yes
Daily
Apartment
1,761
1,168,017
36
Male
27,663
Single
1
Master's
Employed
15.420116
Rural
Comprehensive
null
12
334
5
2020-12-14 15:21:39.204790
null
Yes
Weekly
Apartment
516
1,168,018
64
Female
6,945
Married
3
High School
Employed
25.908681
Suburban
Comprehensive
1
5
463
5
2021-05-12 15:21:39.096739
Good
No
Monthly
House
1,322
1,168,019
55
Female
100,858
Divorced
3
High School
null
20.735309
Suburban
Basic
0
2
null
4
2023-11-21 15:21:39.252145
Good
No
Daily
House
198
1,168,020
54
Female
55,450
Single
null
PhD
Unemployed
15.58482
Rural
Comprehensive
1
8
null
3
2022-06-29 15:21:39.237118
Poor
Yes
Monthly
Condo
172
1,168,021
19
Male
15,198
Divorced
0
Master's
null
20.513614
Urban
Comprehensive
1
18
377
8
2023-05-07 15:21:39.202448
Poor
No
Rarely
House
894
1,168,022
31
Male
66,236
Single
4
PhD
Self-Employed
48.696837
Urban
Premium
2
5
314
2
2021-01-24 15:21:39.280784
Average
Yes
Monthly
Condo
563
1,168,023
50
Female
35,769
Married
2
Bachelor's
Unemployed
14.79121
Rural
Comprehensive
null
10
821
5
2023-02-28 15:21:39.112553
Average
No
Monthly
House
1,616
1,168,024
52
Male
20,428
Divorced
3
High School
null
4.686087
Rural
Comprehensive
null
6
677
8
2019-12-06 15:21:39.121169
Poor
Yes
Monthly
Apartment
108
1,168,025
40
Female
48,722
Married
3
Master's
null
18.816186
Rural
Basic
0
13
394
3
2022-05-10 15:21:39.107553
Good
No
Rarely
House
489
1,168,026
43
Female
2,544
Divorced
0
High School
Employed
51.607601
Rural
Comprehensive
0
1
833
9
2021-07-25 15:21:39.264504
Good
Yes
Weekly
Condo
474
1,168,027
36
Female
47,224
Single
3
High School
Self-Employed
35.263446
Urban
Basic
null
17
632
6
2024-08-09 15:21:39.288099
Good
Yes
Daily
House
391
1,168,028
41
Female
3,562
Married
2
Bachelor's
Employed
40.858251
Suburban
Basic
1
1
470
3
2021-04-14 15:21:39.134960
Good
No
Weekly
Condo
1,107
1,168,029
60
Male
51,956
Single
1
Bachelor's
Unemployed
32.958279
Urban
Comprehensive
3
2
391
9
2023-03-30 15:21:39.256696
Good
No
Monthly
Condo
668
1,168,030
30
Female
60,917
Divorced
4
High School
Employed
42.266524
Urban
Premium
1
4
433
1
2022-08-02 15:21:39.190215
Good
Yes
Monthly
House
566
1,168,031
18
Male
117,887
Married
0
High School
Unemployed
14.530712
Rural
Basic
null
14
471
9
2022-09-23 15:21:39.247098
Poor
Yes
Rarely
Condo
2,201
1,168,032
24
Female
18,074
Married
3
High School
Employed
13.845458
Urban
Basic
1
8
554
1
2020-10-02 15:21:39.084065
Average
Yes
Monthly
Condo
467
1,168,033
45
Female
2,396
Single
3
Master's
Unemployed
45.799967
Urban
Premium
2
19
582
1
2022-11-26 15:21:39.184157
Average
Yes
Weekly
House
216
1,168,034
26
Male
6,091
Single
4
High School
null
9.330054
Suburban
Premium
null
19
null
9
2020-11-05 15:21:39.095696
Average
No
Daily
Apartment
546
1,168,035
36
Female
34,057
Married
null
Bachelor's
Self-Employed
18.9822
Rural
Comprehensive
1
18
767
8
2024-06-12 15:21:39.248098
Average
No
Daily
Apartment
1,614
1,168,036
40
Male
3,104
Married
0
Bachelor's
Unemployed
null
Rural
Comprehensive
null
13
633
3
2023-06-13 15:21:39.258696
Good
Yes
Monthly
House
26
1,168,037
42
Female
128,654
Married
4
PhD
Self-Employed
46.23952
Rural
Premium
1
18
387
5
2022-07-08 15:21:39.237118
null
Yes
Weekly
Condo
1,523
1,168,038
37
Female
1,608
Married
3
PhD
null
35.11368
Rural
Basic
3
3
null
9
2022-06-13 15:21:39.256696
Average
No
Rarely
Apartment
2,109
1,168,039
39
Male
17,720
Single
1
Master's
Employed
25.577557
Rural
Premium
0
19
391
2
2020-08-29 15:21:39.082499
Average
Yes
Daily
Condo
516
1,168,040
50
Male
140,861
Divorced
1
High School
Self-Employed
7.949924
Suburban
Comprehensive
0
13
370
4
2022-09-29 15:21:39.152732
Good
No
Monthly
Condo
27
1,168,041
22
Male
16,887
Divorced
0
Bachelor's
Unemployed
25.958649
Suburban
Basic
null
17
634
7
2021-06-04 15:21:39.147735
Good
Yes
Rarely
House
77
1,168,042
24
Female
30,892
Single
0
PhD
null
22.036624
Rural
Basic
2
4
602
2
2019-12-14 15:21:39.252145
Poor
Yes
Daily
Condo
963
1,168,043
28
Female
79,062
Single
0
High School
Employed
6.733948
Rural
Basic
1
8
414
5
2020-01-10 15:21:39.287115
Average
No
Daily
House
714
1,168,044
45
Male
50,731
Married
2
High School
null
36.274867
Suburban
Premium
2
16
599
7
2021-10-12 15:21:39.113566
null
No
Rarely
House
476
1,168,045
19
Female
4,788
Married
null
High School
Self-Employed
4.816077
Suburban
Premium
2
13
null
3
2019-08-18 15:21:39.126661
Average
Yes
Monthly
Condo
1,122
1,168,046
42
Female
938
Divorced
4
Bachelor's
Unemployed
null
Urban
Basic
null
2
631
9
2020-04-06 15:21:39.185215
Poor
No
Monthly
Apartment
722
1,168,047
34
Male
81,776
Married
1
High School
Employed
33.482989
Suburban
Comprehensive
2
6
null
1
2023-10-10 15:21:39.134960
Average
Yes
Monthly
Condo
20
1,168,048
42
Male
38,786
Married
4
Bachelor's
null
29.45831
Suburban
Premium
null
3
814
8
2024-05-01 15:21:39.245086
Poor
No
Monthly
Condo
1,602
1,168,049
31
Female
25,249
Divorced
2
Master's
null
27.938693
Suburban
Comprehensive
1
1
835
7
2020-02-17 15:21:39.134960
Good
No
Rarely
Condo
656
1,168,050
59
Male
15,254
Divorced
3
Bachelor's
Unemployed
21.2674
Urban
Basic
2
6
null
7
2022-08-19 15:21:39.134960
Average
Yes
Monthly
House
782
1,168,051
44
Female
76,875
Single
4
High School
Employed
23.052283
Suburban
Premium
null
13
334
8
2020-03-11 15:21:39.207847
null
Yes
Weekly
Condo
458
1,168,052
38
Female
23,164
Single
0
High School
Self-Employed
26.901935
Urban
Premium
0
19
542
8
2021-08-04 15:21:39.134960
Poor
No
Rarely
House
177
1,168,053
38
Male
55,780
Divorced
3
Master's
Self-Employed
17.710748
Urban
Premium
null
7
437
4
2020-11-06 15:21:39.121169
Poor
Yes
Daily
House
1,279
1,168,054
46
Male
40,446
Single
4
PhD
null
25.049307
Rural
Comprehensive
1
6
617
7
2022-07-22 15:21:39.079128
Good
No
Monthly
Apartment
587
1,168,055
41
Female
15,210
Single
0
PhD
null
40.686978
Suburban
Premium
null
19
418
4
2021-02-19 15:21:39.134960
Poor
No
Monthly
Condo
829
1,168,056
43
Male
633
Married
0
High School
Self-Employed
8.0935
Rural
Comprehensive
1
5
576
2
2023-10-21 15:21:39.091080
Good
No
Rarely
Apartment
100
1,168,057
58
Male
1,322
Divorced
2
Bachelor's
Self-Employed
10.89726
Urban
Premium
0
19
628
8
2023-05-07 15:21:39.089116
Average
Yes
Monthly
Condo
332
1,168,058
47
Male
17,145
Single
4
PhD
Unemployed
19.633923
Rural
Comprehensive
0
1
758
4
2022-07-11 15:21:39.274993
Average
Yes
Rarely
House
1,193
1,168,059
38
Female
28,199
Married
0
High School
Self-Employed
20.23117
Urban
Comprehensive
null
17
479
8
2023-03-19 15:21:39.134960
Average
Yes
Rarely
Condo
878
1,168,060
null
Male
29,350
Divorced
null
High School
Self-Employed
17.935373
Suburban
Premium
null
19
662
4
2023-07-28 15:21:39.236064
Good
Yes
Daily
Apartment
2,368
1,168,061
33
Male
26,019
Single
3
Bachelor's
Unemployed
19.588939
Urban
Basic
1
1
499
1
2022-01-14 15:21:39.285112
Poor
No
Weekly
House
639
1,168,062
60
Male
44,687
Married
0
High School
Unemployed
15.56977
Urban
Basic
null
18
776
5
2022-02-05 15:21:39.191219
Poor
No
Weekly
Condo
387
1,168,063
27
Male
8,518
Divorced
4
High School
Employed
46.617418
Urban
Basic
null
6
null
2
2019-08-25 15:21:39.204790
Poor
No
Weekly
Condo
3,430
1,168,064
50
Female
8,791
Married
3
Master's
null
41.07951
Urban
Premium
0
1
638
5
2020-09-06 15:21:39.237118
Poor
No
Rarely
House
1,335
1,168,065
23
Female
838
Divorced
2
Master's
null
23.403828
Rural
Basic
null
19
515
7
2020-03-12 15:21:39.237118
Average
No
Daily
House
2,145
1,168,066
53
Female
2,529
Divorced
4
Master's
null
null
Suburban
Comprehensive
3
1
472
5
2020-03-20 15:21:39.091080
Good
No
Weekly
House
994
1,168,067
27
Female
9,224
Single
null
Bachelor's
Unemployed
20.547944
Rural
Premium
null
10
707
6
2021-09-25 15:21:39.276901
Good
No
Weekly
House
64
1,168,068
53
Female
65,349
Single
0
High School
Unemployed
8.62343
Suburban
Premium
null
4
386
5
2024-06-26 15:21:39.233998
Average
No
Monthly
Apartment
616
1,168,069
25
Female
43,463
Married
3
Bachelor's
Self-Employed
37.918798
Urban
Comprehensive
null
19
646
4
2021-02-08 15:21:39.134960
Good
No
Weekly
Condo
871
1,168,070
43
Male
17,058
Married
2
Master's
Employed
43.839843
Urban
Premium
2
15
432
2
2021-11-06 15:21:39.252145
Good
Yes
Daily
Apartment
1,094
1,168,071
55
Male
2,800
Married
3
Master's
Self-Employed
35.564962
Urban
Comprehensive
0
9
748
9
2023-07-02 15:21:39.171102
Poor
Yes
Monthly
Apartment
24
1,168,072
39
Female
15,507
Divorced
1
PhD
Employed
8.08148
Rural
Comprehensive
2
4
null
4
2023-01-17 15:21:39.174719
Average
Yes
Weekly
Apartment
382
1,168,073
27
Male
90,198
Divorced
3
High School
Employed
10.096017
Urban
Comprehensive
3
5
757
6
2019-12-11 15:21:39.126661
null
No
Daily
Apartment
1,393
1,168,074
30
Female
22,516
Divorced
1
PhD
Unemployed
18.846454
Urban
Basic
0
6
612
7
2022-05-26 15:21:39.254678
Average
No
Weekly
Apartment
712
1,168,075
20
Female
25,819
Divorced
2
PhD
null
29.944004
Urban
Basic
2
3
null
1
2023-09-04 15:21:39.223901
Average
Yes
Daily
House
710
1,168,076
63
Male
42,847
Divorced
0
Master's
Employed
26.837926
Suburban
Basic
1
2
763
6
2023-03-10 15:21:39.106582
Good
Yes
Monthly
Condo
181
1,168,077
45
Female
35,297
Married
2
Bachelor's
null
36.128959
Suburban
Comprehensive
null
10
745
2
2024-07-27 15:21:39.237118
Average
No
Monthly
House
496
1,168,078
34
Female
116,052
Married
3
High School
null
22.817098
Rural
Premium
1
2
441
8
2020-02-10 15:21:39.134960
Good
Yes
Daily
House
872
1,168,079
34
Male
null
Divorced
4
Bachelor's
Employed
13.79952
Rural
Basic
null
6
318
3
2021-01-11 15:21:39.134960
Average
No
Weekly
House
1,502
1,168,080
58
Female
1,186
null
2
Bachelor's
Self-Employed
22.59356
Urban
Comprehensive
null
2
668
1
2023-04-12 15:21:39.198406
Good
No
Daily
House
2,216
1,168,081
26
Male
535
Divorced
2
Master's
Unemployed
19.427539
Urban
Basic
0
17
712
6
2021-11-08 15:21:39.237118
Poor
No
Monthly
House
23
1,168,082
28
Female
29,460
Divorced
2
Bachelor's
Unemployed
33.898577
Suburban
Comprehensive
0
1
598
5
2020-12-30 15:21:39.192212
Poor
No
Monthly
Apartment
596
1,168,083
20
Male
null
Divorced
3
PhD
null
29.944004
Rural
Premium
2
10
null
8
2024-06-03 15:21:39.146733
Average
No
Daily
Apartment
297
1,168,084
31
Female
27,392
Married
2
PhD
Self-Employed
31.722244
Urban
Comprehensive
1
11
783
7
2019-08-29 15:21:39.170099
Poor
No
Daily
Apartment
714
1,168,085
27
Male
3,966
Single
null
Bachelor's
Employed
21.786661
Rural
Basic
2
0
null
3
2020-06-22 15:21:39.237118
null
No
Weekly
Apartment
2,109
1,168,086
50
Female
45,970
Divorced
4
PhD
null
15.923824
Rural
Basic
null
4
658
5
2023-08-29 15:21:39.155231
Poor
Yes
Rarely
Condo
1,724
1,168,087
37
Male
25,246
Divorced
0
High School
null
23.93517
Suburban
Basic
1
10
661
9
2020-11-03 15:21:39.208842
Average
Yes
Rarely
House
627
1,168,088
22
Female
46,065
Married
4
PhD
Employed
43.645437
Rural
Basic
0
14
647
3
2020-08-21 15:21:39.123711
Average
Yes
Weekly
Condo
1,266
1,168,089
49
Male
10,014
null
1
High School
Self-Employed
42.725946
Suburban
Premium
4
14
729
7
2024-06-06 15:21:39.191219
Good
Yes
Daily
Condo
506
1,168,090
60
Female
46,011
Divorced
1
Master's
Unemployed
28.352627
Suburban
Basic
0
10
593
3
2020-06-28 15:21:39.155231
Average
No
Rarely
Apartment
870
1,168,091
49
Female
3,614
Divorced
0
Master's
Self-Employed
19.859066
Rural
Premium
null
3
398
7
2023-05-04 15:21:39.180553
Average
No
Weekly
House
4,510
1,168,092
25
Male
43,435
Married
3
High School
Self-Employed
17.92417
Suburban
Comprehensive
null
13
615
7
2024-03-03 15:21:39.282785
Average
Yes
Monthly
Condo
902
1,168,093
44
Male
17,091
Single
1
PhD
Self-Employed
24.895321
Rural
Basic
1
13
563
3
2023-02-23 15:21:39.134960
Poor
No
Rarely
House
668
1,168,094
50
Male
43,365
Single
4
Master's
Unemployed
11.82279
Suburban
Comprehensive
0
12
null
3
2021-10-14 15:21:39.121169
Poor
No
Weekly
Apartment
1,117
1,168,095
36
Female
126,659
Married
1
Master's
Unemployed
null
Suburban
Basic
1
9
671
9
2023-06-05 15:21:39.150730
Poor
No
Daily
Condo
2,403
1,168,096
46
Male
51,118
Married
1
PhD
Employed
23.413958
Suburban
Premium
1
7
459
5
2019-09-13 15:21:39.097737
Poor
Yes
Rarely
Apartment
2,114
1,168,097
42
Male
989
Divorced
3
Master's
null
null
Urban
Basic
3
14
651
6
2023-07-09 15:21:39.134960
Good
No
Rarely
Apartment
1,092
1,168,098
21
Female
4,051
Single
null
Master's
Self-Employed
null
Urban
Basic
null
4
523
3
2021-07-07 15:21:39.134960
Average
Yes
Daily
Condo
1,639
1,168,099
59
Male
48,838
Married
1
High School
Self-Employed
15.651165
Rural
Comprehensive
2
18
447
1
2022-05-13 15:21:39.285112
Average
No
Weekly
Condo
718