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
1,172,100
25
Male
5,513
Divorced
1
PhD
Unemployed
5.576841
Rural
Basic
2
18
571
3
2020-03-20 15:21:39.237118
Average
No
Daily
House
658
1,172,101
45
Male
57,929
Single
4
PhD
Self-Employed
25.16165
Suburban
Comprehensive
1
6
367
8
2022-08-26 15:21:39.111551
Good
No
Weekly
Apartment
615
1,172,102
59
Female
null
Single
1
Bachelor's
Employed
45.926115
Rural
Comprehensive
3
12
446
4
2021-01-22 15:21:39.237118
Average
No
Weekly
House
1,110
1,172,103
21
Female
43,412
Married
1
Master's
Employed
13.744981
Suburban
Basic
1
13
783
7
2024-07-31 15:21:39.134960
Average
No
Rarely
Condo
511
1,172,104
39
Female
41,592
Married
1
High School
Employed
21.936346
Rural
Premium
0
8
367
7
2020-08-29 15:21:39.208842
Good
Yes
Weekly
Apartment
730
1,172,105
22
Female
81,432
Single
4
High School
Unemployed
23.508345
Urban
Basic
3
16
572
8
2022-03-02 15:21:39.087123
Good
Yes
Weekly
Condo
130
1,172,106
40
Male
23,864
Married
3
Bachelor's
Self-Employed
45.087703
Suburban
Premium
1
18
773
8
2022-02-05 15:21:39.151732
Average
Yes
Daily
Apartment
2,171
1,172,107
41
Female
71,063
Single
4
High School
null
null
Suburban
Premium
1
12
518
3
2020-07-18 15:21:39.092127
null
No
Rarely
Condo
2,344
1,172,108
48
Female
109,441
Divorced
null
Bachelor's
Self-Employed
35.784319
Suburban
Premium
null
11
337
6
2023-10-28 15:21:39.134960
Good
No
Daily
Apartment
2,087
1,172,109
42
Male
40,682
Divorced
null
PhD
null
29.632807
Suburban
Premium
1
7
null
9
2021-06-05 15:21:39.237118
Average
No
Monthly
Apartment
1,519
1,172,110
27
Male
56,570
Divorced
null
Bachelor's
null
34.683685
Rural
Premium
null
7
323
5
2024-06-15 15:21:39.079128
Good
Yes
Rarely
Condo
1,348
1,172,111
36
Female
25,235
Divorced
2
PhD
Employed
36.859626
Rural
Basic
0
18
629
5
2022-11-18 15:21:39.132191
Average
No
Daily
House
705
1,172,112
55
Male
91,840
Single
1
Master's
Self-Employed
34.814442
Urban
Premium
1
2
449
2
2021-05-14 15:21:39.172097
Average
No
Weekly
House
1,892
1,172,113
21
Male
24,894
Married
1
Master's
null
4.494462
Suburban
Comprehensive
null
14
582
6
2022-12-20 15:21:39.272456
Poor
No
Daily
Condo
1,180
1,172,114
40
Male
4,282
Single
null
High School
Unemployed
21.151345
Urban
Basic
null
6
507
8
2020-12-22 15:21:39.125660
Average
No
Monthly
Condo
1,275
1,172,115
31
Male
6,925
Married
2
High School
null
null
Suburban
Comprehensive
null
14
472
4
2021-10-19 15:21:39.134960
Poor
Yes
Weekly
Condo
912
1,172,116
33
Male
9,909
Single
3
Master's
Self-Employed
17.509903
Urban
Comprehensive
2
13
568
5
2022-11-29 15:21:39.267454
Poor
Yes
Daily
Apartment
1,581
1,172,117
53
Female
1,343
Married
1
Master's
Employed
12.316318
Urban
Basic
null
3
336
6
2022-02-09 15:21:39.288099
Good
Yes
Monthly
Condo
28
1,172,118
21
Male
7,074
Married
0
Bachelor's
Self-Employed
13.958846
Suburban
Premium
3
4
775
4
2021-11-20 15:21:39.169102
Good
No
Monthly
Condo
725
1,172,119
44
Male
39,155
Single
2
Bachelor's
null
40.700053
Rural
Basic
null
1
636
8
2020-07-29 15:21:39.134960
Good
No
Rarely
House
1,399
1,172,120
43
Male
107,778
Single
3
Master's
Employed
49.75001
Suburban
Basic
0
17
306
4
2020-01-17 15:21:39.229482
Average
No
Daily
Apartment
1,861
1,172,121
34
Male
130,042
Divorced
3
High School
Unemployed
27.402366
Rural
Comprehensive
0
11
590
2
2022-07-25 15:21:39.084065
Good
Yes
Rarely
Apartment
164
1,172,122
24
Male
82,657
Single
3
Bachelor's
Employed
37.753043
Rural
Comprehensive
null
14
579
6
2020-12-03 15:21:39.151732
Average
Yes
Daily
House
150
1,172,123
51
Female
82,696
Divorced
1
High School
Employed
25.865974
Suburban
Premium
1
18
459
8
2022-05-30 15:21:39.134960
Average
Yes
Weekly
Apartment
2,044
1,172,124
20
Male
1,526
Single
3
Bachelor's
Self-Employed
null
Suburban
Premium
null
10
762
6
2024-07-14 15:21:39.155231
Poor
No
Weekly
Apartment
1,798
1,172,125
45
Female
17,076
Single
3
High School
Employed
null
Urban
Basic
null
9
827
6
2022-11-26 15:21:39.155231
Average
No
Weekly
Condo
562
1,172,126
60
Female
35,297
Divorced
4
High School
Self-Employed
33.398221
Suburban
Basic
null
12
738
2
2022-06-02 15:21:39.229482
Poor
Yes
Daily
Condo
977
1,172,127
24
Female
5,864
Divorced
2
Master's
Unemployed
24.030415
Suburban
Basic
1
4
558
2
2023-02-17 15:21:39.264504
Average
Yes
Daily
Apartment
1,818
1,172,128
32
Male
9,053
Single
1
PhD
Unemployed
28.273912
Rural
Premium
1
19
null
4
2024-03-20 15:21:39.092127
Poor
No
Daily
House
740
1,172,129
28
Female
5,854
Divorced
0
Bachelor's
Employed
45.42652
Rural
Basic
null
12
453
5
2021-11-30 15:21:39.134960
Good
Yes
Weekly
Condo
930
1,172,130
44
Female
26,200
Divorced
3
PhD
Employed
16.79465
Rural
Comprehensive
0
12
null
3
2022-02-15 15:21:39.225916
Average
No
Rarely
Apartment
1,678
1,172,131
55
Male
91,293
null
4
Bachelor's
Self-Employed
18.698928
Rural
Comprehensive
2
6
619
8
2021-05-03 15:21:39.192212
Poor
No
Rarely
Apartment
34
1,172,132
29
Female
14,079
Married
2
Bachelor's
Self-Employed
31.090601
Suburban
Basic
null
15
801
6
2023-01-23 15:21:39.155231
Average
Yes
Rarely
House
1,409
1,172,133
51
Female
29,467
Married
null
PhD
Self-Employed
21.896545
Urban
Premium
null
3
718
1
2020-09-10 15:21:39.224915
Average
No
Weekly
Condo
2,763
1,172,134
32
Female
21,710
Married
1
PhD
Self-Employed
27.907738
Urban
Basic
2
13
849
6
2024-01-01 15:21:39.122134
Good
Yes
Daily
Condo
1,594
1,172,135
61
Female
48,937
Married
4
PhD
Self-Employed
28.91778
Urban
Basic
3
10
null
4
2023-08-27 15:21:39.237118
Poor
Yes
Monthly
House
24
1,172,136
37
Male
45,388
Divorced
3
PhD
Employed
null
Urban
Comprehensive
null
19
673
5
2020-05-25 15:21:39.114118
Average
Yes
Monthly
Condo
1,099
1,172,137
25
Female
null
Single
1
High School
null
26.016524
Suburban
Comprehensive
0
10
554
2
2022-05-25 15:21:39.206847
Good
Yes
Rarely
Condo
260
1,172,138
25
Female
1,412
Single
1
Master's
null
5.010537
Suburban
Basic
0
11
838
8
2021-04-13 15:21:39.288099
Good
Yes
Rarely
Condo
3,446
1,172,139
50
Female
12,093
Divorced
4
Master's
Self-Employed
27.093667
Rural
Comprehensive
1
13
598
5
2021-03-29 15:21:39.092127
Average
Yes
Monthly
Condo
578
1,172,140
40
Female
381
Divorced
3
Bachelor's
Self-Employed
16.769596
Rural
Comprehensive
0
14
823
1
2021-04-06 15:21:39.134960
Good
No
Daily
House
1,452
1,172,141
63
Female
19,605
Divorced
1
PhD
Self-Employed
7.366521
Suburban
Comprehensive
1
3
402
2
2022-01-11 15:21:39.101733
Poor
No
Rarely
Apartment
663
1,172,142
27
Male
1,646
Divorced
4
Bachelor's
Self-Employed
17.847297
Urban
Basic
0
18
809
6
2022-11-27 15:21:39.237118
null
Yes
Rarely
Condo
647
1,172,143
43
Male
26,625
Single
0
PhD
null
17.698968
Urban
Premium
null
17
825
9
2024-06-22 15:21:39.237118
Poor
No
Monthly
Condo
2,817
1,172,144
61
Female
33,882
Single
0
Bachelor's
Employed
26.754009
Suburban
Premium
2
2
null
7
2020-12-15 15:21:39.237118
Good
No
Monthly
Condo
722
1,172,145
41
Female
14,081
Single
1
Bachelor's
Unemployed
11.965113
Suburban
Premium
null
0
628
1
2023-03-02 15:21:39.244069
Poor
Yes
Weekly
Condo
595
1,172,146
29
Female
142,638
Single
0
Bachelor's
Self-Employed
8.061243
Urban
Premium
0
8
616
5
2020-09-03 15:21:39.146733
Good
Yes
Rarely
Condo
430
1,172,147
18
Female
null
Married
2
PhD
null
44.16147
Urban
Basic
2
1
507
7
2020-12-08 15:21:39.244069
Poor
Yes
Rarely
Condo
25
1,172,148
48
Female
25,845
Divorced
0
High School
Unemployed
17.957242
Rural
Premium
null
2
759
8
2020-12-18 15:21:39.166062
Poor
Yes
Weekly
Condo
212
1,172,149
21
Male
2,476
Divorced
1
Bachelor's
Employed
null
Urban
Premium
2
16
646
2
2024-03-07 15:21:39.096739
Poor
No
Rarely
House
382
1,172,150
47
Male
23,755
Married
3
Master's
Unemployed
17.040661
Suburban
Comprehensive
1
18
753
9
2021-03-30 15:21:39.250151
Average
No
Rarely
House
1,318
1,172,151
57
Male
70,914
Divorced
4
High School
Employed
23.675092
Urban
Basic
null
15
385
2
2022-01-17 15:21:39.286113
Average
No
Weekly
Condo
690
1,172,152
52
Female
28,665
Single
3
High School
Employed
50.641232
Rural
Comprehensive
null
13
558
4
2023-11-13 15:21:39.220389
Good
Yes
Daily
House
1,729
1,172,153
39
Male
4,320
Divorced
2
PhD
null
27.813847
Suburban
Basic
0
11
738
3
2019-10-09 15:21:39.145732
Poor
Yes
Monthly
House
645
1,172,154
51
Male
15,844
Married
2
Bachelor's
Unemployed
4.674766
Suburban
Premium
0
2
685
7
2022-11-12 15:21:39.154008
Good
Yes
Monthly
House
972
1,172,155
50
Male
38,393
Married
2
High School
Employed
28.179847
Rural
Premium
2
14
682
2
2020-08-28 15:21:39.290098
Average
No
Weekly
Condo
1,003
1,172,156
46
Female
5,090
Divorced
1
High School
Employed
21.173958
Urban
Premium
2
5
695
3
2022-05-31 15:21:39.274993
Good
No
Monthly
Apartment
1,871
1,172,157
50
Female
53,859
Married
3
PhD
Employed
51.917046
Suburban
Comprehensive
1
2
584
7
2020-11-19 15:21:39.164044
Average
Yes
Monthly
Condo
612
1,172,158
42
Male
60,969
Married
1
Master's
Self-Employed
16.839574
Suburban
Comprehensive
0
3
788
9
2021-02-18 15:21:39.107553
null
No
Rarely
House
2,121
1,172,159
26
Male
44,632
Divorced
2
Bachelor's
null
9.823481
Suburban
Premium
null
17
null
5
2023-12-07 15:21:39.155231
Good
No
Weekly
Condo
519
1,172,160
41
Male
23,258
Married
null
PhD
Unemployed
19.527623
Rural
Basic
0
9
507
4
2020-10-18 15:21:39.279729
Average
No
Daily
House
1,024
1,172,161
62
Male
15,929
Divorced
2
High School
Unemployed
40.684902
Rural
Premium
null
15
842
9
2020-03-09 15:21:39.220389
Average
No
Daily
House
518
1,172,162
25
Female
471
Divorced
2
Master's
null
5.460838
Rural
Basic
2
13
514
7
2023-12-02 15:21:39.289099
Poor
Yes
Rarely
Apartment
979
1,172,163
58
Female
75,589
Single
3
Bachelor's
null
22.242599
Suburban
Basic
0
16
307
4
2022-04-23 15:21:39.252145
Average
Yes
Weekly
House
1,793
1,172,164
55
Female
21,707
Married
1
PhD
Unemployed
37.899838
Rural
Comprehensive
null
16
355
9
2021-02-21 15:21:39.134960
Good
No
Daily
Apartment
1,184
1,172,165
34
Male
17,561
Married
2
High School
null
null
Rural
Comprehensive
1
12
749
8
2020-08-28 15:21:39.279729
Poor
No
Daily
Apartment
2,139
1,172,166
24
Male
25,861
Single
1
PhD
Employed
12.788795
Rural
Premium
null
17
729
3
2020-09-04 15:21:39.223390
Poor
No
Monthly
Apartment
1,326
1,172,167
22
Male
84,772
Divorced
2
PhD
Employed
22.838206
Suburban
Basic
0
5
817
2
2019-10-10 15:21:39.122134
Good
Yes
Daily
House
1,887
1,172,168
23
Male
63,552
Single
3
Master's
Employed
31.787939
Urban
Basic
0
0
null
3
2020-04-11 15:21:39.206847
null
No
Monthly
Condo
2,572
1,172,169
58
Female
87,787
Divorced
3
PhD
Unemployed
28.908943
Urban
Premium
null
10
433
2
2021-05-30 15:21:39.192212
Good
Yes
Daily
Condo
2,826
1,172,170
48
Male
1,075
Divorced
3
Bachelor's
null
11.164811
Rural
Basic
1
5
603
3
2023-02-14 15:21:39.248098
Poor
No
Weekly
Condo
434
1,172,171
24
Female
77,871
Divorced
2
PhD
null
12.064893
Urban
Premium
0
8
null
9
2023-10-25 15:21:39.268507
Poor
Yes
Weekly
Condo
365
1,172,172
43
Male
35,682
Single
null
High School
Employed
28.898573
Suburban
Premium
null
8
538
6
2021-11-18 15:21:39.172097
Poor
Yes
Rarely
Condo
741
1,172,173
null
Female
124,494
Married
3
Bachelor's
Self-Employed
6.427099
Suburban
Comprehensive
0
2
419
4
2020-12-08 15:21:39.192212
Good
No
Rarely
Apartment
233
1,172,174
40
Male
28,321
Single
2
PhD
null
41.077312
Rural
Premium
1
2
648
9
2021-07-18 15:21:39.143708
Average
No
Daily
Apartment
1,706
1,172,175
46
Male
1,477
Single
2
Master's
Employed
50.742806
Rural
Premium
0
15
null
3
2020-03-10 15:21:39.237118
Poor
Yes
Monthly
House
1,246
1,172,176
28
Male
14,055
Married
3
Bachelor's
null
4.675879
Rural
Comprehensive
1
19
671
5
2019-08-26 15:21:39.226954
Poor
No
Monthly
Condo
370
1,172,177
50
Male
25,897
Single
4
Master's
null
22.49123
Suburban
Basic
1
6
775
8
2022-05-08 15:21:39.145732
Poor
Yes
Rarely
Condo
1,340
1,172,178
58
Male
10,791
Single
4
Bachelor's
Unemployed
33.81678
Rural
Comprehensive
null
6
602
5
2024-02-04 15:21:39.237118
Average
No
Monthly
Apartment
1,524
1,172,179
62
Female
744
Single
1
Master's
Self-Employed
null
Urban
Basic
null
8
584
6
2021-10-08 15:21:39.198406
Poor
Yes
Daily
Condo
710
1,172,180
55
Male
7,991
Divorced
1
Bachelor's
null
22.458971
Suburban
Basic
null
1
639
6
2021-09-11 15:21:39.185215
Average
Yes
Monthly
Condo
1,192
1,172,181
60
Female
19,004
Single
3
Bachelor's
Unemployed
29.428537
Urban
Comprehensive
1
5
561
1
2022-10-25 15:21:39.146733
Good
No
Rarely
Apartment
590
1,172,182
61
Female
14,082
Single
2
Bachelor's
Unemployed
37.056243
Urban
Premium
null
8
562
7
2022-01-15 15:21:39.260856
Good
Yes
Daily
Condo
556
1,172,183
63
Male
3,903
Married
4
High School
Employed
null
Suburban
Comprehensive
0
17
null
5
2020-11-20 15:21:39.186212
Poor
No
Weekly
Apartment
515
1,172,184
61
Female
7,727
Divorced
3
Master's
null
43.587653
Rural
Basic
1
4
778
6
2021-12-15 15:21:39.220389
Good
No
Rarely
House
956
1,172,185
36
Female
23,802
Married
1
Master's
null
12.456087
Urban
Premium
1
6
697
6
2022-05-30 15:21:39.151732
Poor
Yes
Monthly
Apartment
1,717
1,172,186
30
Male
888
Divorced
3
High School
null
32.292496
Rural
Comprehensive
2
10
628
7
2020-05-09 15:21:39.122134
Good
Yes
Daily
House
885
1,172,187
28
Male
2,420
Divorced
0
High School
null
51.180523
Suburban
Comprehensive
2
14
822
7
2024-04-26 15:21:39.108562
Poor
No
Rarely
Apartment
573
1,172,188
29
Female
14,891
Married
1
Master's
Employed
20.938843
Suburban
Comprehensive
1
6
null
4
2019-09-03 15:21:39.194829
Good
Yes
Daily
House
1,065
1,172,189
42
Male
36,373
Divorced
1
Master's
Unemployed
27.945175
Suburban
Comprehensive
null
5
null
5
2022-07-06 15:21:39.134960
Good
Yes
Daily
House
1,414
1,172,190
35
Male
1,350
Single
2
High School
Self-Employed
47.569774
Urban
Premium
0
4
578
6
2022-11-18 15:21:39.155231
null
No
Rarely
House
1,048
1,172,191
59
Male
86,884
Married
null
Master's
null
null
Urban
Basic
1
17
751
9
2020-06-01 15:21:39.233485
null
No
Monthly
Condo
1,811
1,172,192
62
Male
72,956
Married
0
Bachelor's
Employed
6.592384
Urban
Premium
null
15
342
9
2021-11-22 15:21:39.273973
Good
Yes
Monthly
Apartment
588
1,172,193
36
Male
66,786
Divorced
0
High School
Unemployed
28.302226
Suburban
Basic
null
6
362
6
2024-06-25 15:21:39.097737
Average
No
Weekly
House
419
1,172,194
52
Female
4,565
Married
3
High School
Self-Employed
32.617539
Suburban
Comprehensive
null
15
397
4
2024-03-27 15:21:39.237118
Poor
No
Daily
House
352
1,172,195
46
Female
29,055
Divorced
3
Bachelor's
Employed
18.296714
Rural
Comprehensive
null
17
807
9
2021-08-24 15:21:39.188220
Average
Yes
Daily
Condo
881
1,172,196
54
Male
10,306
Single
0
Bachelor's
Unemployed
5.944278
Rural
Comprehensive
null
15
361
8
2020-09-14 15:21:39.084065
Good
Yes
Rarely
House
1,714
1,172,197
46
Male
638
Divorced
0
Bachelor's
Self-Employed
23.701615
Rural
Comprehensive
1
19
543
8
2021-01-29 15:21:39.265513
Average
No
Daily
Condo
378
1,172,198
18
Female
6,579
Divorced
3
High School
null
24.955158
Rural
Comprehensive
null
11
434
7
2024-03-01 15:21:39.134960
Good
No
Rarely
Apartment
1,932
1,172,199
53
Female
7,086
Married
4
Master's
Self-Employed
37.879593
Urban
Basic
1
12
467
4
2019-12-11 15:21:39.274993
Good
Yes
Daily
House
898