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
1,176,000
39
Female
2,046
Single
null
PhD
null
12.865194
Suburban
Basic
1
0
653
1
2023-12-25 15:21:39.102694
Average
No
Weekly
Condo
2,391
1,176,001
26
Female
45,498
Married
4
Master's
Employed
33.124072
Rural
Basic
2
2
445
6
2021-12-12 15:21:39.134960
Good
No
Rarely
House
382
1,176,002
18
Male
5,621
Married
4
PhD
Self-Employed
28.515625
Rural
Premium
null
17
671
5
2020-07-23 15:21:39.084065
Average
Yes
Monthly
House
1,854
1,176,003
42
Male
16,547
Divorced
0
PhD
Unemployed
40.939157
Suburban
Comprehensive
0
19
472
9
2023-01-15 15:21:39.226954
Average
No
Daily
Apartment
616
1,176,004
41
Male
35,239
Married
0
PhD
null
12.474673
Rural
Premium
1
8
567
8
2020-07-25 15:21:39.232526
Poor
Yes
Weekly
Condo
1,420
1,176,005
40
Male
16,891
Divorced
2
Bachelor's
Unemployed
14.883569
Urban
Basic
0
5
695
6
2022-12-20 15:21:39.094752
Good
Yes
Rarely
House
763
1,176,006
25
Male
64,054
Divorced
0
PhD
Self-Employed
21.859632
Urban
Basic
null
4
407
8
2024-03-28 15:21:39.155231
Poor
Yes
Weekly
House
533
1,176,007
50
Female
43,835
Married
1
High School
Self-Employed
22.81823
Rural
Basic
null
7
null
3
2024-03-24 15:21:39.126661
Poor
Yes
Monthly
Condo
742
1,176,008
28
Female
6,777
Divorced
2
High School
Self-Employed
9.266049
Rural
Basic
null
18
360
1
2023-04-10 15:21:39.107553
Poor
No
Rarely
House
451
1,176,009
23
Female
14,861
Single
0
Bachelor's
Employed
17.498835
Urban
Basic
5
3
849
3
2022-07-19 15:21:39.171102
null
Yes
Monthly
House
731
1,176,010
null
Female
null
Married
0
Bachelor's
Self-Employed
23.782628
Suburban
Premium
null
6
445
2
2020-09-27 15:21:39.276901
null
No
Weekly
House
789
1,176,011
34
Female
68,669
Single
2
Master's
Self-Employed
47.341225
Urban
Premium
null
12
381
4
2022-05-11 15:21:39.155231
Good
No
Rarely
Condo
1,616
1,176,012
54
Female
87,592
Married
1
PhD
null
48.07613
Rural
Comprehensive
3
17
636
2
2021-11-20 15:21:39.155231
Good
Yes
Monthly
Apartment
2,493
1,176,013
24
Male
3,465
Married
1
Master's
null
8.544827
Suburban
Comprehensive
3
7
787
5
2019-10-06 15:21:39.134960
null
Yes
Weekly
House
947
1,176,014
25
Male
null
null
2
Master's
null
13.818836
Urban
Comprehensive
1
2
null
6
2019-09-19 15:21:39.221386
Good
No
Daily
Apartment
2,070
1,176,015
63
Male
null
Divorced
1
High School
null
36.480156
Rural
Premium
0
9
410
2
2023-11-12 15:21:39.245086
Average
No
Weekly
Apartment
483
1,176,016
19
Male
17,495
Divorced
null
PhD
Unemployed
7.74096
Suburban
Basic
1
18
377
3
2020-09-01 15:21:39.236064
Poor
No
Weekly
House
28
1,176,017
51
Male
24,446
Single
1
High School
Unemployed
12.447827
Urban
Comprehensive
0
9
751
4
2020-11-10 15:21:39.256696
Good
Yes
Monthly
Condo
515
1,176,018
55
Female
25,554
Married
3
Bachelor's
Self-Employed
18.552077
Urban
Basic
null
7
336
1
2022-12-09 15:21:39.237118
Good
No
Daily
House
539
1,176,019
18
Male
11,577
Single
1
Master's
Employed
31.411437
Suburban
Premium
1
3
634
1
2021-06-01 15:21:39.132191
Average
No
Weekly
House
818
1,176,020
62
Male
28,274
Single
2
PhD
Self-Employed
14.829206
Urban
Comprehensive
1
5
804
8
2024-07-20 15:21:39.102694
Good
No
Monthly
Apartment
583
1,176,021
64
Male
39,716
Married
1
High School
Self-Employed
5.460627
Rural
Comprehensive
2
6
477
9
2024-05-21 15:21:39.172097
Average
Yes
Daily
House
30
1,176,022
30
Male
7,991
Single
0
PhD
Unemployed
15.369826
Suburban
Comprehensive
2
3
813
9
2023-06-01 15:21:39.122134
Poor
No
Rarely
Apartment
581
1,176,023
32
Female
16,696
Divorced
2
Master's
Self-Employed
5.329816
Urban
Comprehensive
1
12
444
6
2021-12-16 15:21:39.134960
null
Yes
Monthly
House
2,267
1,176,024
48
Male
51,542
Married
0
Master's
null
30.297559
Rural
Premium
1
5
757
8
2024-03-30 15:21:39.205850
Good
No
Rarely
Condo
123
1,176,025
31
Female
28,506
Divorced
2
PhD
Employed
24.795564
Suburban
Premium
null
13
551
8
2022-08-03 15:21:39.087123
Average
No
Weekly
Apartment
441
1,176,026
49
Female
57,879
Married
3
High School
Employed
24.803378
Suburban
Premium
1
17
400
8
2022-11-17 15:21:39.166062
Average
Yes
Daily
Apartment
706
1,176,027
28
Male
132,753
Married
2
Master's
Employed
40.246565
Rural
Premium
1
16
342
1
2021-03-10 15:21:39.179186
Poor
No
Daily
House
616
1,176,028
43
Female
11,982
Single
4
Master's
null
36.282333
Urban
Comprehensive
null
10
773
7
2023-05-31 15:21:39.185215
Good
Yes
Daily
Condo
644
1,176,029
57
Male
31,004
Single
2
PhD
Employed
34.85466
Suburban
Basic
null
19
529
7
2022-03-07 15:21:39.091080
Poor
No
Daily
Apartment
1,698
1,176,030
46
Male
48,131
Single
3
Bachelor's
Unemployed
15.96711
Rural
Comprehensive
1
13
309
9
2023-01-02 15:21:39.174719
Average
Yes
Rarely
Apartment
645
1,176,031
32
Male
6,094
Single
4
High School
Self-Employed
12.15343
Rural
Comprehensive
null
9
461
3
2023-03-10 15:21:39.255696
Good
No
Monthly
Condo
683
1,176,032
64
Male
5,542
Single
3
PhD
Employed
23.769132
Rural
Premium
null
13
848
5
2021-05-01 15:21:39.237118
Average
No
Monthly
House
1,602
1,176,033
47
Male
5,958
Married
null
Bachelor's
Unemployed
38.228037
Suburban
Comprehensive
null
19
791
9
2022-02-20 15:21:39.155231
null
Yes
Daily
Apartment
797
1,176,034
56
Male
25,211
Divorced
1
High School
null
13.589934
Suburban
Comprehensive
null
11
747
8
2021-12-28 15:21:39.096739
Poor
Yes
Daily
Apartment
583
1,176,035
45
Male
7,856
Single
null
High School
Employed
25.827748
Suburban
Premium
1
12
562
5
2020-03-12 15:21:39.177724
Poor
No
Daily
Condo
1,229
1,176,036
23
Female
57,950
Single
4
Master's
null
20.965203
Suburban
Premium
1
18
422
4
2024-01-07 15:21:39.228521
Good
Yes
Daily
Condo
25
1,176,037
59
Female
27,891
Married
4
Master's
null
36.873008
Suburban
Comprehensive
null
13
362
8
2024-08-02 15:21:39.155231
Good
Yes
Rarely
Condo
1,845
1,176,038
23
Female
5,096
Single
2
High School
null
47.286919
Suburban
Comprehensive
0
9
582
4
2023-04-30 15:21:39.237118
Good
No
Monthly
Condo
931
1,176,039
35
Male
3,725
Married
0
High School
null
20.039324
Suburban
Basic
1
17
515
9
2019-12-22 15:21:39.205850
Good
Yes
Monthly
Apartment
1,595
1,176,040
58
Female
8,071
Divorced
0
PhD
Self-Employed
10.693681
Rural
Premium
null
17
595
3
2024-02-18 15:21:39.122134
Average
Yes
Daily
Condo
464
1,176,041
31
Female
66,790
Divorced
2
High School
Employed
null
Suburban
Comprehensive
1
6
null
9
2023-04-03 15:21:39.202448
null
Yes
Rarely
House
919
1,176,042
59
Female
60,996
Single
2
PhD
null
43.51403
Urban
Premium
1
11
697
6
2023-02-12 15:21:39.207847
Average
No
Monthly
House
188
1,176,043
29
Female
24,892
Divorced
1
Master's
Employed
47.141325
Urban
Comprehensive
0
9
745
5
2020-11-17 15:21:39.265513
Poor
Yes
Rarely
House
1,449
1,176,044
39
Male
28,894
Married
2
Bachelor's
Employed
14.056172
Urban
Premium
0
2
329
1
2024-07-30 15:21:39.185215
Poor
No
Weekly
Apartment
597
1,176,045
36
Male
48,784
Single
2
PhD
Self-Employed
21.414635
Urban
Basic
null
1
678
9
2021-07-04 15:21:39.134960
Poor
No
Weekly
House
316
1,176,046
24
Female
29,006
Married
2
Master's
Self-Employed
20.459789
Urban
Basic
1
1
836
9
2022-02-17 15:21:39.272456
Poor
No
Monthly
Condo
479
1,176,047
45
Male
1,399
Single
0
High School
Self-Employed
37.182998
Rural
Premium
null
3
790
1
2024-03-05 15:21:39.181605
Average
Yes
Rarely
Condo
374
1,176,048
41
Female
5,082
Single
0
PhD
null
40.817699
Rural
Premium
null
11
498
2
2020-05-07 15:21:39.148733
Good
Yes
Monthly
Apartment
1,256
1,176,049
55
Female
6,960
Single
3
High School
null
37.773475
Rural
Basic
1
16
657
7
2022-11-05 15:21:39.283783
Poor
No
Daily
Apartment
1,176
1,176,050
58
Female
4,632
Divorced
3
High School
Employed
11.699549
Rural
Comprehensive
1
6
310
4
2019-10-26 15:21:39.134960
Average
No
Rarely
Condo
834
1,176,051
48
Female
38,981
Divorced
0
Master's
null
9.847342
Rural
Comprehensive
null
9
609
7
2023-09-27 15:21:39.155231
Average
Yes
Weekly
Apartment
1,269
1,176,052
21
Female
92,449
Married
0
High School
Employed
43.91265
Urban
Premium
null
12
489
8
2020-01-20 15:21:39.155231
Good
Yes
Daily
Condo
30
1,176,053
23
Female
11,982
Divorced
null
Master's
Self-Employed
24.976257
Rural
Basic
0
6
779
8
2024-01-14 15:21:39.132191
Average
Yes
Daily
House
1,313
1,176,054
30
Female
16,751
Single
4
High School
Unemployed
32.074886
Suburban
Premium
null
8
692
2
2022-02-26 15:21:39.207847
Average
Yes
Weekly
Apartment
793
1,176,055
56
Female
10,897
Married
1
Master's
null
22.242018
Rural
Comprehensive
3
19
802
6
2023-06-23 15:21:39.182597
Average
No
Weekly
Apartment
587
1,176,056
26
Male
29,685
Divorced
1
Bachelor's
null
16.41841
Suburban
Basic
null
7
null
2
2020-12-29 15:21:39.155231
Good
No
Rarely
Apartment
159
1,176,057
51
Male
4,085
Single
0
Master's
Employed
12.912196
Urban
Basic
0
10
785
9
2019-11-13 15:21:39.282785
Poor
Yes
Weekly
Condo
25
1,176,058
27
Male
34,140
Single
null
PhD
null
19.483195
Rural
Basic
3
6
null
2
2023-08-17 15:21:39.166062
Poor
No
Rarely
Apartment
1,717
1,176,059
47
Male
111,267
Single
0
Master's
Self-Employed
null
Rural
Comprehensive
null
11
467
2
2021-05-30 15:21:39.155231
Good
No
Rarely
House
1,479
1,176,060
40
Female
8,093
Married
0
Bachelor's
null
31.788495
Rural
Comprehensive
1
13
729
3
2020-09-05 15:21:39.221386
Good
Yes
Weekly
Condo
1,824
1,176,061
40
Male
4,538
Divorced
1
Bachelor's
Employed
23.322325
Rural
Premium
null
0
846
9
2024-03-24 15:21:39.095696
Good
No
Daily
Apartment
3,356
1,176,062
57
Female
33,941
Married
0
Master's
Unemployed
16.256817
Urban
Comprehensive
1
9
660
5
2023-02-03 15:21:39.247098
Good
Yes
Monthly
House
203
1,176,063
43
Male
17,982
Married
null
High School
Unemployed
42.737842
Urban
Premium
2
17
758
4
2023-08-12 15:21:39.246098
Average
Yes
Daily
Apartment
657
1,176,064
38
Female
1,779
Married
null
Bachelor's
Unemployed
14.553624
Suburban
Premium
null
12
697
3
2021-12-03 15:21:39.237118
Average
No
Monthly
House
3,573
1,176,065
48
Male
106,431
Married
2
PhD
Employed
30.143818
Urban
Basic
null
1
410
9
2024-06-23 15:21:39.149731
Good
Yes
Monthly
Apartment
728
1,176,066
60
Female
26,892
Married
3
High School
Self-Employed
20.104316
Suburban
Premium
2
3
511
6
2021-02-27 15:21:39.102694
Good
Yes
Daily
Condo
437
1,176,067
37
Female
23,188
Divorced
4
Bachelor's
null
26.336797
Urban
Premium
0
7
null
4
2019-08-18 15:21:39.233998
Good
Yes
Weekly
Apartment
1,197
1,176,068
53
Female
47,207
Married
2
High School
null
17.944442
Suburban
Basic
null
4
334
9
2020-03-15 15:21:39.121169
Poor
Yes
Rarely
Apartment
551
1,176,069
23
Male
null
Single
2
PhD
Unemployed
34.964213
Rural
Comprehensive
2
15
454
7
2020-02-27 15:21:39.134960
Poor
No
Rarely
Apartment
1,325
1,176,070
28
Male
38,156
Single
0
PhD
Unemployed
null
Suburban
Premium
null
8
801
2
2019-10-19 15:21:39.198406
Good
No
Daily
Apartment
657
1,176,071
35
Female
8,264
Married
3
High School
Self-Employed
14.723101
Suburban
Basic
0
12
793
6
2024-03-21 15:21:39.206847
Good
No
Daily
Condo
614
1,176,072
27
Male
6,950
Single
2
PhD
Unemployed
19.161808
Suburban
Comprehensive
0
19
826
6
2024-04-20 15:21:39.155231
Poor
No
Weekly
Condo
454
1,176,073
19
Female
68,876
Married
2
PhD
Unemployed
7.593981
Rural
Comprehensive
0
13
740
1
2020-07-11 15:21:39.113566
Poor
No
Rarely
House
100
1,176,074
55
Female
126,450
Divorced
4
Master's
Unemployed
15.077418
Rural
Comprehensive
0
4
647
2
2020-01-16 15:21:39.244069
Average
No
Rarely
Condo
414
1,176,075
61
Female
16,999
Married
0
Bachelor's
null
22.056263
Rural
Basic
0
17
734
3
2019-12-31 15:21:39.184157
Poor
Yes
Daily
Condo
1,824
1,176,076
51
Female
null
Single
4
High School
Employed
19.365797
Rural
Comprehensive
4
8
613
7
2023-08-31 15:21:39.268507
Good
No
Rarely
House
2,563
1,176,077
53
Male
824
Divorced
1
Bachelor's
Unemployed
7.039357
Urban
Basic
null
19
757
7
2021-05-13 15:21:39.134960
Average
Yes
Rarely
Apartment
2,091
1,176,078
49
Female
36,458
Divorced
1
High School
Self-Employed
21.63826
Urban
Comprehensive
null
8
767
2
2020-06-17 15:21:39.253660
Poor
No
Rarely
House
519
1,176,079
29
Male
41,301
Single
2
PhD
Self-Employed
34.193394
Rural
Premium
null
8
416
5
2020-01-19 15:21:39.191219
Good
No
Daily
House
25
1,176,080
43
Female
20,881
Single
1
Bachelor's
null
45.603639
Rural
Basic
0
4
694
5
2021-01-10 15:21:39.155231
Poor
Yes
Rarely
House
2,136
1,176,081
54
Male
8,151
Single
2
Master's
null
13.816847
Urban
Comprehensive
null
14
521
2
2021-06-05 15:21:39.228521
Poor
Yes
Monthly
Condo
652
1,176,082
42
Female
89,836
Single
null
Bachelor's
null
18.986464
Rural
Premium
1
1
643
2
2020-02-24 15:21:39.276901
Good
Yes
Weekly
Apartment
50
1,176,083
60
Female
54,568
Single
3
PhD
Employed
18.163316
Suburban
Comprehensive
null
15
397
1
2020-04-03 15:21:39.092127
Average
Yes
Daily
Apartment
795
1,176,084
31
Female
33,209
Married
4
PhD
null
28.527186
Suburban
Premium
1
2
550
8
2024-04-09 15:21:39.134960
Poor
No
Daily
Condo
301
1,176,085
56
Female
121,110
Divorced
3
Bachelor's
Self-Employed
10.605315
Rural
Comprehensive
2
0
720
9
2020-06-23 15:21:39.259788
null
No
Weekly
House
1,079
1,176,086
47
Male
17,223
Divorced
4
PhD
Self-Employed
43.051592
Suburban
Premium
null
7
506
3
2023-09-02 15:21:39.126661
Good
No
Rarely
Condo
501
1,176,087
64
Male
551
Single
0
Master's
Employed
14.919043
Suburban
Comprehensive
null
15
639
7
2021-03-07 15:21:39.106582
Poor
No
Monthly
Condo
356
1,176,088
32
Male
44,379
Single
1
PhD
Unemployed
10.950081
Urban
Premium
null
19
602
2
2019-11-04 15:21:39.179186
Average
No
Daily
House
1,994
1,176,089
43
Male
36,454
Married
3
Master's
Self-Employed
13.372274
Rural
Comprehensive
1
8
482
3
2022-04-17 15:21:39.134960
Poor
No
Monthly
Apartment
966
1,176,090
54
Male
null
Single
null
Bachelor's
null
19.726852
Rural
Comprehensive
3
6
762
1
2019-11-04 15:21:39.188220
Poor
Yes
Weekly
Condo
39
1,176,091
45
Female
14,962
Single
1
Bachelor's
Unemployed
42.653658
Urban
Premium
2
17
776
4
2019-11-29 15:21:39.088124
Good
No
Daily
Apartment
577
1,176,092
39
Male
106,065
Married
4
High School
Unemployed
12.149515
Urban
Comprehensive
0
8
449
7
2024-05-27 15:21:39.176717
Good
Yes
Rarely
Apartment
1,563
1,176,093
63
Male
103,655
Married
4
Master's
Self-Employed
14.98353
Rural
Premium
1
8
382
4
2021-09-07 15:21:39.134960
Poor
Yes
Daily
House
1,591
1,176,094
46
Male
71,281
Divorced
0
High School
Self-Employed
13.411629
Suburban
Comprehensive
2
2
607
9
2023-06-22 15:21:39.209847
Average
No
Daily
Apartment
113
1,176,095
49
Male
27,998
Single
null
Master's
Employed
38.766358
Rural
Basic
0
16
651
9
2024-02-01 15:21:39.143708
Good
No
Monthly
House
724
1,176,096
42
Male
6,901
Divorced
1
Master's
null
45.611393
Urban
Comprehensive
0
15
733
2
2020-03-06 15:21:39.134960
Poor
Yes
Daily
House
1,115
1,176,097
42
Male
16,751
Single
0
High School
null
14.12289
Suburban
Basic
0
4
447
2
2020-02-12 15:21:39.237118
Poor
Yes
Monthly
House
1,203
1,176,098
55
Male
39,054
Single
4
High School
Self-Employed
7.71965
Suburban
Comprehensive
0
7
713
5
2019-12-02 15:21:39.237118
Average
No
Daily
House
1,106
1,176,099
57
Male
5,728
Single
3
High School
null
27.011117
Urban
Basic
null
6
826
8
2020-02-05 15:21:39.091080
Average
No
Monthly
Condo
1,359