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
1,194,100
59
Male
78,733
Divorced
0
High School
null
9.955292
Urban
Premium
null
12
310
2
2023-10-06 15:21:39.175719
Poor
Yes
Rarely
Condo
1,232
1,194,101
50
Female
431
Single
4
PhD
Employed
26.374919
Urban
Basic
0
8
652
1
2023-05-15 15:21:39.184157
Average
Yes
Rarely
Apartment
1,691
1,194,102
55
Female
1,607
Married
1
High School
Employed
42.068447
Rural
Comprehensive
2
16
619
4
2020-01-21 15:21:39.221386
Average
No
Rarely
Apartment
614
1,194,103
60
Female
17,891
Married
3
Master's
null
23.724669
Urban
Basic
null
7
829
4
2024-05-04 15:21:39.155231
Good
Yes
Monthly
Apartment
1,317
1,194,104
44
Female
12,006
Divorced
4
PhD
Self-Employed
40.753595
Urban
Basic
null
3
603
5
2020-01-15 15:21:39.224915
Poor
Yes
Weekly
House
462
1,194,105
39
Female
17,095
Single
2
High School
Unemployed
47.715477
Rural
Premium
1
18
835
5
2021-04-05 15:21:39.091080
Average
Yes
Rarely
House
454
1,194,106
30
Male
22,232
Divorced
0
Master's
null
26.9884
Rural
Premium
null
11
415
4
2022-11-25 15:21:39.207847
Poor
No
Weekly
Condo
687
1,194,107
42
Male
6,095
Single
4
PhD
Employed
10.81245
Urban
Comprehensive
0
0
415
9
2021-12-29 15:21:39.134960
Average
No
Monthly
House
1,374
1,194,108
54
Female
60,960
Divorced
4
PhD
Unemployed
5.483088
Urban
Premium
2
17
null
4
2021-12-25 15:21:39.208842
Average
No
Monthly
Apartment
25
1,194,109
48
Female
16,881
Married
3
PhD
Unemployed
34.715545
Suburban
Comprehensive
0
11
null
7
2019-09-06 15:21:39.155231
null
Yes
Daily
Apartment
2,790
1,194,110
33
Male
6,973
Divorced
2
PhD
null
21.576774
Rural
Basic
2
1
718
7
2023-01-17 15:21:39.155231
Poor
Yes
Rarely
House
1,113
1,194,111
39
Male
4,720
Single
4
PhD
Unemployed
20.288314
Suburban
Basic
1
18
359
5
2022-07-07 15:21:39.264504
null
Yes
Weekly
House
1,301
1,194,112
32
Male
579
Divorced
1
PhD
null
21.813662
Rural
Comprehensive
2
3
584
8
2022-09-01 15:21:39.173834
Poor
Yes
Daily
House
496
1,194,113
53
Male
6,814
Divorced
1
Master's
Self-Employed
30.73772
Rural
Basic
1
9
728
3
2020-07-12 15:21:39.193945
Average
No
Weekly
Apartment
2,952
1,194,114
20
Female
44,942
Married
0
Master's
Unemployed
31.812255
Rural
Basic
null
15
597
4
2022-08-02 15:21:39.122134
Average
No
Weekly
Apartment
1,215
1,194,115
35
Male
17,175
Married
null
PhD
Unemployed
6.073634
Urban
Comprehensive
0
7
774
8
2019-11-02 15:21:39.193945
Good
No
Weekly
House
677
1,194,116
41
Female
39,711
Divorced
4
Bachelor's
null
44.948425
Urban
Basic
null
5
692
9
2019-12-12 15:21:39.261856
Average
Yes
Weekly
House
1,341
1,194,117
48
Male
36,100
Divorced
4
Master's
Employed
14.272359
Suburban
Basic
0
7
772
6
2024-02-04 15:21:39.155231
Good
Yes
Rarely
House
1,369
1,194,118
34
Female
80,539
Single
0
PhD
Self-Employed
21.393547
Suburban
Comprehensive
0
15
447
9
2021-09-08 15:21:39.116179
Poor
Yes
Monthly
Condo
1,035
1,194,119
38
Male
40,292
Single
0
High School
Unemployed
6.574187
Rural
Comprehensive
1
1
null
7
2021-05-10 15:21:39.167099
Average
Yes
Rarely
House
1,185
1,194,120
62
Female
39,722
Single
1
Bachelor's
Unemployed
23.424865
Suburban
Comprehensive
1
6
603
8
2023-09-23 15:21:39.259788
Poor
Yes
Rarely
Condo
829
1,194,121
64
Female
40,682
Divorced
0
PhD
Unemployed
42.977415
Urban
Basic
null
3
774
1
2024-05-22 15:21:39.134960
Good
No
Rarely
Condo
23
1,194,122
30
Female
62,733
Divorced
1
High School
Unemployed
5.995546
Suburban
Premium
1
16
710
5
2019-11-01 15:21:39.128286
Poor
No
Monthly
Condo
2,262
1,194,123
45
Female
2,564
Single
null
PhD
null
23.279418
Suburban
Basic
1
1
498
9
2023-08-28 15:21:39.134960
Poor
Yes
Daily
House
1,344
1,194,124
43
Female
52,897
Single
1
PhD
null
40.880125
Rural
Comprehensive
null
3
433
2
2021-08-05 15:21:39.205850
Average
Yes
Weekly
House
178
1,194,125
24
Female
null
Divorced
3
Bachelor's
Employed
23.624591
Urban
Comprehensive
2
18
446
8
2023-04-06 15:21:39.193945
Good
No
Weekly
Apartment
703
1,194,126
24
Female
5,924
Divorced
0
PhD
Unemployed
25.858019
Suburban
Basic
null
11
772
9
2024-05-11 15:21:39.164044
Good
Yes
Weekly
Apartment
3,279
1,194,127
45
Female
26,604
Single
4
PhD
null
16.928359
Urban
Basic
0
16
528
6
2022-01-06 15:21:39.174719
Good
No
Daily
Condo
904
1,194,128
64
Male
91,031
Married
2
Bachelor's
Self-Employed
30.015962
Urban
Comprehensive
0
5
null
3
2020-08-20 15:21:39.095696
Poor
Yes
Weekly
Apartment
144
1,194,129
50
Female
24,997
Single
3
Bachelor's
Employed
21.904252
Suburban
Premium
0
6
null
2
2022-06-23 15:21:39.155231
Poor
Yes
Daily
Apartment
2,361
1,194,130
24
Male
73,863
Single
4
Master's
Self-Employed
30.772625
Urban
Basic
0
18
755
3
2020-01-23 15:21:39.222387
Good
Yes
Rarely
House
72
1,194,131
45
Female
14,085
Divorced
1
PhD
null
34.064014
Rural
Premium
2
15
590
1
2022-08-02 15:21:39.283783
Good
Yes
Rarely
Apartment
731
1,194,132
55
Male
70,560
Divorced
0
Bachelor's
Self-Employed
null
Rural
Basic
0
13
400
6
2021-08-13 15:21:39.172097
Good
No
Rarely
Apartment
712
1,194,133
27
Male
9,062
Single
2
High School
Unemployed
null
Suburban
Premium
2
19
589
7
2024-05-22 15:21:39.122134
Good
No
Rarely
Condo
1,081
1,194,134
36
Male
138,372
Divorced
4
Master's
null
53.465617
Rural
Comprehensive
0
11
null
7
2023-08-31 15:21:39.253660
null
No
Daily
Condo
1,192
1,194,135
49
Female
10,086
Married
2
High School
null
29.785923
Urban
Premium
0
3
698
1
2019-10-24 15:21:39.149731
Average
No
Daily
House
437
1,194,136
22
Male
82,441
Single
4
PhD
Employed
null
Urban
Premium
1
8
447
2
2023-07-02 15:21:39.134960
Average
No
Rarely
Apartment
446
1,194,137
51
Female
17,069
Divorced
2
High School
null
35.998219
Urban
Premium
2
7
759
1
2024-02-04 15:21:39.283783
null
Yes
Monthly
Apartment
691
1,194,138
31
Female
27,155
Single
2
PhD
null
22.823584
Suburban
Comprehensive
1
12
682
3
2021-12-06 15:21:39.120168
Average
Yes
Daily
House
889
1,194,139
59
Male
6,929
Single
4
Bachelor's
Employed
20.848148
Rural
Premium
null
17
759
9
2020-12-13 15:21:39.090124
Poor
Yes
Monthly
Apartment
1,010
1,194,140
22
Female
548
Single
2
High School
Employed
28.268873
Rural
Premium
0
17
548
4
2024-04-19 15:21:39.170099
Good
Yes
Rarely
Condo
131
1,194,141
18
Male
3,135
Single
3
High School
null
26.267935
Urban
Comprehensive
1
15
310
1
2021-07-09 15:21:39.271453
Good
Yes
Weekly
Condo
724
1,194,142
29
Male
40,336
Married
3
High School
null
42.812416
Suburban
Basic
null
13
494
9
2019-10-28 15:21:39.134960
Average
No
Weekly
Apartment
42
1,194,143
58
Female
3,329
Married
0
Master's
Unemployed
19.398421
Urban
Comprehensive
2
9
595
4
2022-04-10 15:21:39.259788
Average
Yes
Daily
Apartment
1,063
1,194,144
64
Female
29,791
Divorced
1
Master's
null
9.884468
Rural
Basic
0
4
587
3
2020-10-27 15:21:39.247098
Average
No
Rarely
Apartment
2,225
1,194,145
34
Male
869
Divorced
4
High School
Employed
25.922668
Rural
Comprehensive
1
3
332
1
2022-06-23 15:21:39.155231
Poor
Yes
Monthly
Condo
1,101
1,194,146
58
Male
52,318
Divorced
2
Bachelor's
Unemployed
25.95826
Suburban
Comprehensive
null
15
483
7
2021-10-07 15:21:39.116179
Poor
No
Monthly
Condo
45
1,194,147
56
Female
10,892
Divorced
4
Bachelor's
null
null
Rural
Comprehensive
null
4
767
4
2023-04-26 15:21:39.091080
Poor
Yes
Daily
Condo
756
1,194,148
18
Female
5,901
Divorced
1
High School
Unemployed
29.174226
Suburban
Premium
1
9
758
1
2022-05-08 15:21:39.251142
Good
No
Daily
Apartment
208
1,194,149
33
Male
1,459
Single
1
Bachelor's
Unemployed
8.939254
Urban
Premium
2
2
744
7
2022-04-03 15:21:39.191219
Average
Yes
Weekly
Apartment
2,237
1,194,150
31
Female
53,496
Divorced
2
Master's
Self-Employed
13.723177
Urban
Basic
null
5
326
6
2023-04-26 15:21:39.134960
Average
No
Rarely
Apartment
1,021
1,194,151
54
Female
29,096
Married
1
Master's
Unemployed
47.824115
Suburban
Basic
null
19
566
4
2020-04-21 15:21:39.276901
Good
No
Monthly
Condo
3,833
1,194,152
19
Male
38,324
null
4
Master's
Employed
18.790329
Suburban
Premium
3
12
837
8
2024-03-21 15:21:39.170099
Poor
Yes
Monthly
Condo
1,367
1,194,153
53
Male
29,483
Married
4
Bachelor's
Self-Employed
28.353799
Suburban
Comprehensive
null
5
634
3
2023-12-22 15:21:39.134960
Poor
No
Monthly
House
612
1,194,154
28
Female
40,688
Married
null
Bachelor's
Employed
31.879673
Urban
Comprehensive
0
11
758
9
2023-02-22 15:21:39.134960
Good
Yes
Monthly
Condo
645
1,194,155
36
Female
20,997
Married
null
High School
Self-Employed
17.726306
Suburban
Comprehensive
null
6
null
7
2022-01-09 15:21:39.112553
Good
No
Weekly
Apartment
801
1,194,156
35
Male
35,794
Married
3
High School
Unemployed
26.837687
Suburban
Comprehensive
0
3
757
4
2023-01-05 15:21:39.155231
Poor
No
Rarely
House
4,056
1,194,157
64
Male
52,785
Divorced
4
PhD
null
27.569603
Suburban
Comprehensive
1
6
476
7
2022-09-27 15:21:39.171102
Poor
No
Monthly
Condo
25
1,194,158
45
Female
23,604
Single
1
Master's
null
18.816905
Suburban
Comprehensive
1
15
476
7
2020-02-24 15:21:39.155231
Poor
No
Monthly
House
619
1,194,159
53
Male
43,836
Single
2
Master's
Unemployed
25.827554
Rural
Basic
1
3
694
8
2020-05-31 15:21:39.092127
Good
Yes
Daily
Apartment
23
1,194,160
26
Male
3,575
Married
4
Master's
null
null
Urban
Basic
null
12
756
7
2023-02-28 15:21:39.132191
Poor
Yes
Weekly
House
983
1,194,161
55
Female
121,296
Single
1
Master's
Employed
33.443943
Rural
Premium
null
12
591
3
2023-08-21 15:21:39.223901
Average
No
Rarely
Apartment
212
1,194,162
39
Female
15,456
Divorced
3
PhD
Employed
21.912593
Rural
Basic
null
10
619
4
2021-03-17 15:21:39.237118
Average
Yes
Weekly
Apartment
712
1,194,163
46
Female
56,889
Single
1
Bachelor's
Unemployed
28.819106
Suburban
Basic
0
14
441
5
2021-11-20 15:21:39.134960
Poor
No
Monthly
Apartment
463
1,194,164
26
Male
24,862
Divorced
3
High School
Employed
35.944447
Rural
Comprehensive
null
12
819
5
2020-02-14 15:21:39.190215
Average
No
Rarely
House
1,068
1,194,165
55
Male
14,982
Divorced
0
PhD
Employed
null
Urban
Premium
2
17
391
9
2021-10-18 15:21:39.092127
Good
Yes
Daily
Condo
1,052
1,194,166
43
Female
10,892
Single
null
High School
Unemployed
20.829052
Rural
Comprehensive
null
5
469
4
2022-11-30 15:21:39.083497
Poor
No
Rarely
Apartment
1,391
1,194,167
64
Male
27,983
Single
4
High School
Self-Employed
27.286516
Urban
Premium
1
15
735
8
2024-05-27 15:21:39.126661
null
Yes
Monthly
Condo
782
1,194,168
20
Female
28,682
Divorced
2
Master's
Unemployed
16.520149
Suburban
Premium
null
5
759
9
2022-01-08 15:21:39.172097
Poor
No
Daily
Condo
766
1,194,169
40
Female
12,984
Single
3
PhD
null
27.929885
Suburban
Comprehensive
1
10
541
7
2019-08-20 15:21:39.134960
Good
No
Weekly
Apartment
952
1,194,170
50
Female
96,608
Divorced
4
PhD
Unemployed
31.141965
Rural
Comprehensive
0
10
340
7
2020-10-22 15:21:39.097737
Good
Yes
Daily
Condo
130
1,194,171
57
Female
27,755
Married
3
Master's
Self-Employed
22.945901
Rural
Basic
1
1
751
5
2021-03-26 15:21:39.237118
Average
Yes
Rarely
House
798
1,194,172
41
Female
123,809
Married
4
Master's
null
14.715803
Rural
Basic
null
10
694
6
2023-05-10 15:21:39.091080
Poor
No
Daily
Condo
123
1,194,173
40
Male
5,745
Divorced
1
PhD
Unemployed
10.60991
Rural
Basic
1
1
788
6
2022-01-10 15:21:39.287115
Average
No
Weekly
Condo
595
1,194,174
40
Male
108,551
Divorced
3
High School
null
30.764839
Urban
Basic
null
18
463
9
2021-03-13 15:21:39.122134
null
No
Rarely
House
1,702
1,194,175
34
Female
15,215
Divorced
0
Master's
Unemployed
13.955169
Suburban
Comprehensive
0
10
null
2
2022-12-16 15:21:39.272456
Poor
No
Monthly
House
1,831
1,194,176
46
Male
43,714
Married
2
Master's
Self-Employed
19.78129
Rural
Basic
1
6
592
3
2022-04-30 15:21:39.182597
Average
Yes
Daily
Apartment
857
1,194,177
32
Male
6,846
Divorced
4
Bachelor's
Unemployed
17.40383
Rural
Premium
1
1
551
7
2022-01-11 15:21:39.192212
Poor
No
Weekly
House
546
1,194,178
24
Male
11,573
Divorced
3
PhD
Unemployed
8.844388
Rural
Premium
3
10
841
8
2024-03-21 15:21:39.098696
Good
No
Monthly
Apartment
1,348
1,194,179
41
Male
65,918
Single
4
PhD
null
13.272489
Suburban
Basic
0
18
483
8
2021-03-16 15:21:39.155231
Good
Yes
Weekly
Apartment
3,040
1,194,180
47
Female
21,534
Divorced
1
Master's
Self-Employed
32.184862
Urban
Basic
1
5
null
4
2024-02-28 15:21:39.276901
null
No
Monthly
Condo
216
1,194,181
19
Male
6,283
Divorced
null
PhD
null
21.577869
Urban
Basic
0
11
708
6
2022-06-12 15:21:39.114118
Average
No
Rarely
Apartment
826
1,194,182
45
Female
29,069
Married
2
PhD
Self-Employed
19.777521
Urban
Premium
2
11
373
5
2024-03-07 15:21:39.134960
Good
No
Daily
House
684
1,194,183
22
Male
83,596
Married
0
PhD
null
28.090697
Urban
Comprehensive
3
17
391
4
2023-12-17 15:21:39.106582
Average
Yes
Rarely
Apartment
2,069
1,194,184
53
Female
1,028
Single
0
Bachelor's
Self-Employed
41.15597
Urban
Basic
null
12
335
4
2022-08-03 15:21:39.192212
null
No
Rarely
Condo
791
1,194,185
22
Male
24,897
Single
null
Master's
null
8.068679
Urban
Basic
0
10
591
9
2022-12-02 15:21:39.175719
Poor
No
Rarely
House
602
1,194,186
42
Female
129,855
Divorced
1
PhD
Self-Employed
26.592451
Suburban
Basic
1
14
571
9
2019-12-29 15:21:39.228521
Poor
No
Monthly
Condo
2,159
1,194,187
40
Female
17,576
Divorced
3
Master's
Employed
5.584576
Urban
Basic
null
3
454
2
2022-04-19 15:21:39.215386
null
Yes
Rarely
Apartment
163
1,194,188
38
Female
82,967
Married
2
Bachelor's
Unemployed
45.988782
Rural
Comprehensive
1
2
674
9
2021-09-05 15:21:39.232526
Average
Yes
Weekly
Condo
130
1,194,189
37
Male
11,078
Single
0
Master's
Employed
8.749484
Rural
Basic
null
19
791
4
2022-02-05 15:21:39.250151
Good
Yes
Weekly
Apartment
3,259
1,194,190
24
Male
18,300
Single
2
Master's
Unemployed
28.751705
Suburban
Basic
1
18
549
4
2020-11-30 15:21:39.231531
null
No
Weekly
House
1,053
1,194,191
52
Male
9,071
Married
4
High School
Unemployed
27.897244
Rural
Basic
null
16
587
5
2021-10-24 15:21:39.264504
Average
No
Monthly
Condo
669
1,194,192
42
Male
24,987
Single
null
Master's
Employed
41.818325
Rural
Basic
2
18
null
7
2022-08-29 15:21:39.208842
Poor
Yes
Daily
Apartment
1,207
1,194,193
22
Male
17,982
Married
4
High School
null
17.792414
Rural
Comprehensive
null
15
694
2
2024-05-19 15:21:39.134960
Average
No
Daily
House
907
1,194,194
22
Male
10,881
Divorced
1
Bachelor's
Employed
29.758913
Urban
Comprehensive
1
19
773
5
2022-03-18 15:21:39.282785
Average
No
Daily
House
1,125
1,194,195
32
Female
16,800
Married
0
High School
null
45.067761
Rural
Basic
0
12
585
6
2021-02-07 15:21:39.207847
Good
No
Weekly
Apartment
1,369
1,194,196
61
Female
20,862
Single
3
PhD
null
38.987792
Suburban
Premium
0
16
739
9
2021-10-22 15:21:39.252145
Good
Yes
Weekly
House
1,046
1,194,197
34
Male
1,064
Single
1
Master's
Unemployed
null
Urban
Comprehensive
null
0
null
9
2023-04-12 15:21:39.209847
Average
Yes
Monthly
House
1,314
1,194,198
51
Female
20,863
Married
1
PhD
Unemployed
25.935483
Suburban
Comprehensive
1
8
568
9
2020-01-29 15:21:39.155231
Good
Yes
Monthly
Apartment
3,148
1,194,199
36
Female
5,927
Divorced
null
High School
Employed
41.444415
Suburban
Basic
0
1
null
5
2024-02-25 15:21:39.155231
Poor
Yes
Rarely
Condo
714