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
1,194,000
47
Male
38,612
Single
null
Bachelor's
Unemployed
38.383334
Rural
Comprehensive
1
18
324
2
2021-06-02 15:21:39.182597
Poor
No
Monthly
House
2,789
1,194,001
56
Female
59,765
Single
1
Bachelor's
Employed
null
Urban
Premium
3
2
825
3
2022-12-08 15:21:39.155231
Average
No
Monthly
Apartment
22
1,194,002
62
Female
3,418
Married
2
Bachelor's
Employed
17.275941
Suburban
Comprehensive
null
9
438
6
2022-06-11 15:21:39.134960
Average
Yes
Daily
House
101
1,194,003
63
Female
8,056
Divorced
1
High School
null
null
Suburban
Comprehensive
null
1
661
1
2020-07-16 15:21:39.134960
Average
Yes
Weekly
House
861
1,194,004
48
Male
null
Married
4
PhD
Employed
4.812442
Urban
Basic
0
0
552
5
2021-11-30 15:21:39.123711
Average
No
Daily
Condo
280
1,194,005
32
Female
93,059
Single
3
Bachelor's
null
34.240576
Rural
Basic
null
4
663
1
2024-06-04 15:21:39.252145
Good
Yes
Monthly
Apartment
198
1,194,006
27
Male
16,018
Single
null
Master's
Self-Employed
36.553524
Rural
Comprehensive
null
13
551
2
2022-04-10 15:21:39.134960
Good
Yes
Daily
Condo
2,452
1,194,007
34
Male
4,942
Single
0
Bachelor's
Employed
19.083516
Rural
Comprehensive
2
4
533
6
2019-09-13 15:21:39.132191
Poor
Yes
Rarely
House
627
1,194,008
50
Male
18,380
Single
3
PhD
Employed
21.881634
Suburban
Basic
0
3
595
1
2024-05-03 15:21:39.261856
Average
Yes
Daily
Apartment
1,347
1,194,009
29
Female
44,374
Married
3
Master's
null
21.804906
Suburban
Premium
0
13
null
1
2023-06-15 15:21:39.134960
Good
Yes
Weekly
Condo
735
1,194,010
63
Female
3,851
Married
null
Master's
Employed
32.151211
Rural
Basic
3
7
551
7
2020-03-06 15:21:39.125660
Average
Yes
Weekly
Apartment
1,065
1,194,011
46
Male
2,301
Married
1
Master's
Self-Employed
16.81136
Suburban
Comprehensive
0
13
372
1
2022-03-09 15:21:39.192212
Good
No
Monthly
Condo
895
1,194,012
34
Female
2,322
Single
4
Bachelor's
null
26.873292
Urban
Basic
2
9
842
6
2021-03-29 15:21:39.118178
Average
No
Rarely
Condo
604
1,194,013
43
Female
6,008
Married
1
High School
Unemployed
23.017831
Urban
Comprehensive
null
4
679
6
2020-04-05 15:21:39.205850
Average
No
Daily
Condo
1,176
1,194,014
42
Male
10,963
Single
1
Master's
Self-Employed
11.544919
Suburban
Premium
1
12
599
2
2020-01-05 15:21:39.289099
Average
Yes
Weekly
House
871
1,194,015
29
Male
44,939
Single
3
PhD
null
43.848367
Suburban
Comprehensive
0
1
783
4
2021-08-30 15:21:39.171102
Poor
Yes
Daily
Apartment
1,043
1,194,016
53
Male
91,476
Divorced
0
Bachelor's
Unemployed
26.270617
Rural
Comprehensive
null
14
null
9
2023-07-29 15:21:39.134960
Poor
Yes
Rarely
Apartment
100
1,194,017
21
Female
66,967
Single
1
High School
Self-Employed
29.657572
Urban
Comprehensive
null
13
734
2
2024-04-20 15:21:39.117183
Average
No
Monthly
Apartment
145
1,194,018
32
Male
122,661
Divorced
2
Bachelor's
Self-Employed
24.879866
Suburban
Premium
0
0
420
6
2023-08-22 15:21:39.271453
Good
No
Weekly
Condo
434
1,194,019
47
Male
29,389
Divorced
0
High School
null
25.423781
Rural
Basic
2
13
null
1
2022-09-08 15:21:39.278402
Average
Yes
Weekly
Apartment
1,282
1,194,020
63
Male
null
Divorced
2
High School
null
42.751849
Urban
Basic
null
16
331
7
2019-11-01 15:21:39.105504
Good
No
Daily
Condo
1,258
1,194,021
63
Male
66,523
Single
4
High School
Employed
null
Rural
Premium
null
6
578
1
2023-05-10 15:21:39.177724
Good
Yes
Weekly
Condo
110
1,194,022
26
Male
26,954
Married
1
PhD
null
38.272358
Rural
Premium
0
11
816
2
2022-01-23 15:21:39.184157
Average
Yes
Daily
House
635
1,194,023
32
Male
34,366
Divorced
0
Master's
Employed
16.939836
Rural
Premium
2
17
639
9
2023-11-15 15:21:39.201446
Poor
Yes
Weekly
Condo
1,722
1,194,024
35
Male
92,971
Single
1
Bachelor's
Employed
30.938453
Suburban
Premium
3
3
null
5
2024-04-02 15:21:39.263607
Poor
No
Daily
House
2,513
1,194,025
46
Female
20,268
Divorced
1
High School
Unemployed
24.715531
Urban
Premium
2
12
797
1
2023-02-04 15:21:39.237118
Good
No
Daily
Condo
2,197
1,194,026
57
Female
8,825
Married
1
Master's
Employed
29.709364
Suburban
Premium
null
14
697
3
2022-01-08 15:21:39.247098
Average
No
Weekly
Condo
1,097
1,194,027
20
Female
6,076
Single
0
High School
Self-Employed
17.927796
Suburban
Premium
1
18
754
9
2020-10-06 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,189
1,194,028
57
Female
10,178
Single
0
Bachelor's
Self-Employed
37.47667
Rural
Comprehensive
null
1
null
9
2020-07-29 15:21:39.283783
Good
No
Weekly
Condo
1,531
1,194,029
59
Male
947
Single
3
High School
Self-Employed
49.865777
Urban
Comprehensive
2
14
607
1
2020-12-30 15:21:39.155231
Poor
No
Rarely
Condo
1,258
1,194,030
48
Male
28,118
Single
0
PhD
null
46.012035
Rural
Premium
0
0
null
5
2022-05-13 15:21:39.144722
Poor
No
Rarely
Condo
698
1,194,031
39
Male
null
Married
1
Master's
Self-Employed
13.637019
Urban
Basic
0
1
763
4
2024-03-26 15:21:39.134960
Average
No
Weekly
Condo
255
1,194,032
45
Female
15,892
Divorced
null
Bachelor's
Unemployed
26.959705
Urban
Basic
1
13
706
4
2020-10-21 15:21:39.106582
Average
No
Weekly
Apartment
1,018
1,194,033
29
Male
18,681
Divorced
0
PhD
Employed
33.993429
Urban
Premium
1
0
573
2
2024-04-12 15:21:39.134960
Average
No
Monthly
Condo
29
1,194,034
26
Male
39,749
Divorced
4
Bachelor's
Employed
null
Urban
Premium
null
8
724
4
2023-03-04 15:21:39.088124
Poor
Yes
Rarely
Apartment
2,429
1,194,035
23
Female
62,121
Single
1
Bachelor's
Self-Employed
20.030581
Rural
Premium
0
1
366
6
2023-04-01 15:21:39.285112
Poor
Yes
Daily
Condo
956
1,194,036
57
Male
null
Married
3
PhD
Unemployed
11.919586
Rural
Comprehensive
1
11
434
8
2021-01-24 15:21:39.272456
Average
Yes
Weekly
House
532
1,194,037
58
Female
15,983
Single
3
Master's
null
24.988443
Urban
Premium
1
14
464
8
2019-10-26 15:21:39.126661
Poor
Yes
Rarely
House
1,057
1,194,038
46
Female
4,761
Divorced
null
Bachelor's
Self-Employed
11.844296
Rural
Comprehensive
0
8
null
3
2019-08-29 15:21:39.134960
Average
Yes
Daily
Condo
729
1,194,039
26
Female
41,007
Married
3
Bachelor's
Self-Employed
17.812304
Urban
Comprehensive
null
12
583
6
2023-02-13 15:21:39.143708
Good
Yes
Rarely
House
734
1,194,040
43
Male
77,837
Married
4
PhD
Unemployed
38.596943
Rural
Comprehensive
null
18
334
6
2023-06-20 15:21:39.155231
Poor
No
Monthly
Apartment
548
1,194,041
60
Male
2,589
Single
null
PhD
Unemployed
9.8139
Suburban
Premium
null
0
812
8
2020-09-19 15:21:39.201446
Poor
Yes
Weekly
Apartment
83
1,194,042
29
Male
23,755
Single
3
Master's
null
23.322618
Urban
Premium
null
19
390
4
2020-02-14 15:21:39.134960
Average
Yes
Rarely
House
3,600
1,194,043
19
Male
null
Single
3
Bachelor's
null
32.674937
Urban
Basic
null
6
573
9
2022-12-15 15:21:39.260856
Poor
Yes
Rarely
Apartment
112
1,194,044
62
Female
9,258
Married
null
Master's
Unemployed
18.053541
Rural
Comprehensive
1
3
399
4
2019-11-24 15:21:39.199447
Poor
No
Weekly
Apartment
586
1,194,045
22
Female
10,589
Married
0
Master's
Self-Employed
8.596907
Urban
Comprehensive
1
12
364
8
2023-05-14 15:21:39.209847
Poor
No
Rarely
Apartment
3,350
1,194,046
41
Female
21,466
Married
1
High School
Self-Employed
33.679824
Rural
Premium
null
1
641
9
2022-06-02 15:21:39.176717
Good
Yes
Weekly
Apartment
662
1,194,047
34
Male
47,018
Single
3
Bachelor's
null
31.886683
Urban
Basic
0
6
507
6
2020-05-10 15:21:39.192212
Good
Yes
Daily
Apartment
44
1,194,048
38
Female
9,981
Single
0
Bachelor's
null
48.76474
Urban
Basic
0
1
738
4
2021-12-26 15:21:39.164044
Average
Yes
Monthly
Condo
894
1,194,049
27
Female
43,901
Divorced
null
High School
Self-Employed
25.027866
Rural
Premium
1
1
548
9
2021-12-13 15:21:39.134960
Good
No
Rarely
Apartment
1,043
1,194,050
31
Female
5,838
Single
1
High School
Unemployed
13.49348
Suburban
Basic
null
2
832
9
2020-02-07 15:21:39.120168
Poor
No
Daily
Condo
1,914
1,194,051
36
Female
12,073
Divorced
1
Master's
Self-Employed
3.361777
Suburban
Comprehensive
3
0
523
6
2022-01-26 15:21:39.099739
Good
Yes
Weekly
Condo
799
1,194,052
44
Female
20,951
Married
null
High School
null
25.87437
Urban
Basic
null
12
623
2
2019-09-08 15:21:39.222387
Good
Yes
Weekly
Condo
366
1,194,053
26
Female
null
Married
2
PhD
null
46.362367
Urban
Premium
null
4
393
4
2023-12-26 15:21:39.130190
Poor
Yes
Weekly
Apartment
38
1,194,054
28
Female
52,673
Single
3
PhD
Self-Employed
51.81658
Urban
Basic
null
16
716
2
2022-02-15 15:21:39.155231
Good
Yes
Rarely
House
1,797
1,194,055
21
Female
1,676
null
3
High School
Unemployed
22.324901
Suburban
Premium
1
5
null
9
2020-11-10 15:21:39.197445
Good
Yes
Weekly
Apartment
2,058
1,194,056
47
Male
38,287
Single
3
High School
Self-Employed
8.569954
Suburban
Premium
2
15
529
5
2020-01-10 15:21:39.152732
Average
No
Daily
Condo
341
1,194,057
24
Male
11,484
Single
2
Bachelor's
Employed
12.246865
Urban
Basic
null
13
799
8
2024-04-06 15:21:39.226954
Poor
No
Monthly
Apartment
1,375
1,194,058
48
Male
140,563
Divorced
0
High School
null
20.639545
Suburban
Comprehensive
1
15
433
7
2021-08-30 15:21:39.256696
Poor
No
Weekly
House
441
1,194,059
22
Male
575
Married
0
PhD
null
null
Suburban
Comprehensive
0
19
673
1
2022-05-24 15:21:39.134960
Good
No
Daily
Condo
807
1,194,060
39
Female
32,674
Single
2
PhD
Employed
21.265475
Suburban
Basic
0
7
367
9
2020-08-15 15:21:39.094752
Good
No
Daily
Apartment
807
1,194,061
26
Female
7,317
Single
2
Bachelor's
Self-Employed
7.893432
Rural
Comprehensive
0
5
312
2
2020-11-06 15:21:39.172097
Poor
Yes
Rarely
House
1,138
1,194,062
23
Female
8,823
Single
0
PhD
Employed
33.074585
Urban
Basic
null
6
378
3
2022-11-24 15:21:39.164044
Average
No
Daily
Apartment
2,948
1,194,063
29
Female
109,866
Divorced
2
High School
Self-Employed
27.232875
Rural
Basic
1
14
357
4
2020-01-13 15:21:39.119168
Average
Yes
Weekly
Apartment
2,112
1,194,064
53
Female
5,799
Divorced
4
High School
Employed
19.417622
Rural
Basic
null
2
null
1
2021-06-03 15:21:39.134960
Poor
Yes
Monthly
Apartment
823
1,194,065
25
Male
43,943
Divorced
4
PhD
Employed
26.417526
Suburban
Basic
0
11
710
5
2020-06-10 15:21:39.285112
Poor
Yes
Monthly
House
385
1,194,066
53
Male
41,412
Married
4
High School
null
14.934226
Urban
Basic
0
12
386
3
2022-05-29 15:21:39.183598
Good
No
Monthly
Apartment
927
1,194,067
30
Male
4,975
Divorced
0
High School
Employed
27.693058
Suburban
Comprehensive
2
8
682
5
2023-10-26 15:21:39.147735
Good
No
Rarely
Condo
1,246
1,194,068
21
Male
837
Married
null
PhD
Employed
null
Urban
Premium
2
19
558
6
2023-05-29 15:21:39.092127
Good
No
Daily
House
959
1,194,069
61
Male
1,045
Single
0
PhD
Self-Employed
32.417934
Urban
Comprehensive
null
14
571
9
2022-05-27 15:21:39.105504
Average
No
Daily
Apartment
49
1,194,070
28
Male
4,740
Divorced
4
Bachelor's
Employed
33.592267
Suburban
Basic
null
2
545
7
2023-05-03 15:21:39.152732
Good
No
Rarely
Condo
2,033
1,194,071
38
Male
636
Married
3
High School
Unemployed
41.928581
Suburban
Basic
2
2
592
3
2021-03-23 15:21:39.134960
Average
No
Monthly
Condo
556
1,194,072
43
Male
54,985
Divorced
2
High School
null
19.743254
Urban
Comprehensive
0
17
308
7
2021-07-21 15:21:39.288099
Average
Yes
Weekly
House
2,460
1,194,073
46
Male
96,449
Single
0
PhD
null
20.162409
Rural
Premium
2
13
707
5
2022-02-19 15:21:39.151732
Poor
Yes
Monthly
Condo
141
1,194,074
50
Female
8,799
Single
3
Bachelor's
null
20.824015
Urban
Comprehensive
null
4
790
2
2021-11-10 15:21:39.219432
Good
No
Weekly
Apartment
2,399
1,194,075
47
Male
17,053
Divorced
1
Bachelor's
Employed
19.735362
Suburban
Premium
null
5
534
3
2021-03-06 15:21:39.134960
Average
Yes
Weekly
Condo
1,091
1,194,076
45
Male
6,818
Single
4
Bachelor's
Employed
41.370039
Rural
Basic
0
0
558
7
2023-02-05 15:21:39.134960
Average
No
Rarely
Apartment
1,133
1,194,077
45
Female
14,699
Divorced
3
Master's
Unemployed
4.235002
Rural
Comprehensive
0
5
600
9
2024-03-28 15:21:39.166062
Poor
No
Daily
Condo
682
1,194,078
62
Female
18,391
Divorced
0
PhD
Employed
14.331359
Suburban
Comprehensive
1
19
null
3
2020-09-21 15:21:39.211806
Average
Yes
Daily
House
622
1,194,079
34
Female
null
Divorced
3
PhD
Unemployed
35.383734
Urban
Basic
0
19
499
7
2021-12-02 15:21:39.165120
Good
Yes
Daily
House
28
1,194,080
39
Female
2,042
Divorced
1
High School
null
35.293966
Rural
Comprehensive
2
9
514
5
2019-09-27 15:21:39.129190
Average
No
Weekly
Condo
563
1,194,081
29
Female
10,310
Divorced
null
Bachelor's
Self-Employed
47.949711
Urban
Premium
null
9
430
9
2022-12-21 15:21:39.096739
Average
No
Daily
Condo
676
1,194,082
58
Female
47,738
Divorced
1
Bachelor's
Self-Employed
39.34441
Rural
Basic
0
10
678
8
2019-12-18 15:21:39.155231
Average
No
Rarely
Apartment
50
1,194,083
33
Male
482
Single
2
High School
Employed
null
Rural
Basic
1
11
null
2
2021-12-30 15:21:39.134960
Good
Yes
Weekly
Condo
649
1,194,084
22
Female
45,906
Single
4
High School
Employed
46.967193
Suburban
Comprehensive
1
16
572
9
2020-11-29 15:21:39.150730
Good
Yes
Daily
House
1,027
1,194,085
61
Female
40,217
Divorced
1
High School
Unemployed
33.264566
Suburban
Comprehensive
0
0
653
9
2021-07-20 15:21:39.172097
Average
No
Rarely
Apartment
870
1,194,086
45
Female
103,819
Single
1
Bachelor's
Self-Employed
18.769295
Rural
Comprehensive
3
10
787
8
2022-10-20 15:21:39.192212
Poor
Yes
Monthly
House
2,300
1,194,087
19
Male
20,243
Married
0
High School
Employed
34.145026
Suburban
Premium
0
18
838
1
2019-10-23 15:21:39.226954
Good
No
Rarely
Apartment
657
1,194,088
42
Male
9,791
Divorced
2
PhD
Unemployed
17.846279
Suburban
Basic
null
15
null
3
2023-09-11 15:21:39.237118
Average
Yes
Rarely
Condo
553
1,194,089
57
Male
29,138
Married
4
High School
null
9.750065
Urban
Basic
0
4
742
6
2023-07-17 15:21:39.101733
Average
Yes
Rarely
House
187
1,194,090
35
Female
2,396
Divorced
2
High School
null
39.790726
Urban
Premium
0
2
765
5
2023-03-30 15:21:39.285112
Average
Yes
Monthly
House
196
1,194,091
36
Female
43,498
Divorced
2
Bachelor's
Unemployed
19.772791
Urban
Premium
1
11
795
7
2023-08-24 15:21:39.155231
Average
No
Daily
Apartment
693
1,194,092
25
Male
15,274
Single
1
High School
Self-Employed
42.922915
Rural
Premium
0
17
565
4
2020-09-05 15:21:39.265513
Good
No
Monthly
House
541
1,194,093
22
Female
59,087
Married
0
PhD
null
49.011337
Rural
Basic
1
17
479
1
2021-12-20 15:21:39.155231
Good
Yes
Rarely
Condo
2,323
1,194,094
62
Male
564
Single
0
High School
null
13.938327
Urban
Comprehensive
1
18
610
1
2023-08-13 15:21:39.155231
Average
Yes
Monthly
Apartment
350
1,194,095
44
Male
75,826
Divorced
0
High School
Unemployed
28.42082
Rural
Basic
1
4
514
5
2022-05-24 15:21:39.166062
Average
Yes
Monthly
House
400
1,194,096
20
Female
25,265
Single
1
Bachelor's
Unemployed
18.012357
Suburban
Basic
null
3
644
3
2023-07-02 15:21:39.192212
Good
Yes
Monthly
Condo
1,195
1,194,097
34
Female
4,729
Divorced
1
High School
null
7.997555
Suburban
Comprehensive
null
16
336
3
2020-04-18 15:21:39.221386
Average
Yes
Daily
Apartment
882
1,194,098
41
Male
12,092
Single
4
High School
null
27.878982
Urban
Basic
0
13
690
3
2022-06-28 15:21:39.094752
Poor
Yes
Daily
Condo
1,758
1,194,099
23
Female
3,427
Divorced
3
PhD
Employed
42.332173
Suburban
Basic
3
9
404
7
2024-05-27 15:21:39.132191
null
No
Weekly
Condo
759