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
25,100
48
Male
16,891
Divorced
4
Master's
Unemployed
null
Urban
Basic
0
4
622
3
2022-03-28 15:21:39.274993
Average
Yes
Weekly
House
929
25,101
25
Male
null
Single
null
High School
Unemployed
39.819261
Rural
Comprehensive
3
17
734
1
2019-09-04 15:21:39.223901
Poor
No
Monthly
Apartment
3,446
25,102
33
Male
665
Single
4
Bachelor's
null
14.717783
Rural
Premium
2
3
629
1
2020-01-06 15:21:39.134960
Average
Yes
Daily
House
2,114
25,103
58
Female
10,174
Divorced
3
PhD
Self-Employed
5.814404
Suburban
Basic
1
12
576
9
2023-11-26 15:21:39.155231
Poor
Yes
Daily
Apartment
3,737
25,104
46
Male
7,991
Single
0
High School
null
7.934894
Suburban
Premium
0
7
511
2
2022-02-15 15:21:39.134960
Good
Yes
Monthly
House
726
25,105
30
Female
80,634
Married
3
Bachelor's
Employed
30.673956
Urban
Basic
null
12
561
7
2021-12-10 15:21:39.134960
Poor
Yes
Monthly
Apartment
115
25,106
20
Female
20,521
Divorced
3
Bachelor's
Self-Employed
35.897636
Rural
Comprehensive
0
6
null
4
2022-09-01 15:21:39.175719
Poor
No
Daily
House
471
25,107
42
Male
30,984
Married
1
Master's
Self-Employed
11.674867
Rural
Premium
0
5
833
4
2023-10-14 15:21:39.272456
Poor
No
Rarely
House
441
25,108
59
Male
27,025
Divorced
null
PhD
Self-Employed
24.273963
Suburban
Basic
null
16
553
7
2022-07-30 15:21:39.134960
Good
Yes
Weekly
Apartment
1,662
25,109
48
Male
4,718
Divorced
2
High School
Self-Employed
null
Urban
Basic
3
19
773
1
2024-03-15 15:21:39.134960
Good
No
Weekly
Apartment
3,423
25,110
31
Female
36,730
null
null
PhD
Self-Employed
24.724495
Suburban
Premium
null
19
null
4
2021-09-22 15:21:39.267454
Average
No
Weekly
House
107
25,111
28
Female
25,672
Married
2
Bachelor's
null
30.175711
Rural
Basic
2
18
766
7
2022-05-09 15:21:39.190215
Poor
No
Monthly
Condo
568
25,112
63
Male
11,734
Divorced
1
Master's
Unemployed
15.688566
Urban
Basic
1
12
641
7
2020-11-21 15:21:39.114118
Average
No
Weekly
House
639
25,113
45
Female
54,793
Divorced
2
PhD
Employed
26.153434
Urban
Basic
2
12
780
7
2021-04-19 15:21:39.237118
Average
Yes
Rarely
Apartment
389
25,114
41
Male
30,897
Single
4
PhD
Unemployed
42.133973
Urban
Basic
1
10
528
4
2020-05-02 15:21:39.211806
Average
No
Daily
Apartment
1,745
25,115
23
Female
95,924
Married
null
High School
Unemployed
11.104848
Suburban
Comprehensive
null
10
308
3
2023-05-01 15:21:39.134960
Average
No
Daily
Apartment
1,592
25,116
32
Female
29,894
Divorced
1
High School
null
20.63786
Rural
Premium
1
16
null
6
2023-10-29 15:21:39.155231
Good
Yes
Rarely
House
733
25,117
25
Female
24,682
Divorced
3
Master's
null
26.337022
Urban
Comprehensive
null
4
791
9
2021-10-10 15:21:39.094752
Good
Yes
Rarely
House
1,764
25,118
52
Female
7,443
Married
4
Bachelor's
null
30.567164
Suburban
Comprehensive
0
5
621
6
2023-04-01 15:21:39.279729
Good
Yes
Weekly
Condo
776
25,119
37
Male
7,068
Divorced
3
High School
null
27.908603
Suburban
Basic
1
19
462
5
2023-07-02 15:21:39.148733
Good
Yes
Daily
Apartment
3,178
25,120
26
Male
10,130
Single
4
High School
null
20.794617
Urban
Premium
null
8
825
8
2021-06-01 15:21:39.155231
Good
Yes
Rarely
Apartment
1,141
25,121
39
Male
80,795
Single
null
High School
Unemployed
null
Suburban
Basic
1
15
468
2
2020-02-02 15:21:39.149731
Average
No
Rarely
Apartment
1,222
25,122
21
Male
16,229
Divorced
1
High School
Self-Employed
18.643377
Suburban
Basic
0
4
721
5
2019-12-19 15:21:39.147735
Good
No
Weekly
Apartment
719
25,123
null
Male
44,664
Married
2
Bachelor's
null
20.184927
Suburban
Premium
null
8
609
1
2021-01-07 15:21:39.134960
Poor
No
Daily
House
807
25,124
44
Male
25,170
Divorced
0
PhD
Employed
34.396573
Urban
Comprehensive
2
2
718
8
2024-01-07 15:21:39.098696
Average
No
Monthly
Apartment
536
25,125
55
Male
39,267
Divorced
4
PhD
Self-Employed
20.152778
Urban
Basic
1
9
564
4
2020-10-02 15:21:39.134960
Good
Yes
Daily
Condo
1,586
25,126
40
Female
24,200
Married
4
Bachelor's
Unemployed
42.068646
Urban
Comprehensive
null
16
null
2
2020-08-13 15:21:39.171102
Good
No
Daily
Apartment
1,275
25,127
39
Male
16,981
Married
2
Master's
Employed
18.992869
Suburban
Premium
0
16
null
5
2023-08-23 15:21:39.279729
Poor
No
Daily
House
1,325
25,128
40
Male
4,031
Divorced
3
Master's
Unemployed
44.7384
Urban
Basic
0
5
754
5
2021-01-03 15:21:39.126661
Good
No
Weekly
House
394
25,129
28
Male
123,634
Married
3
Bachelor's
Employed
22.937119
Rural
Comprehensive
0
19
436
2
2020-04-07 15:21:39.208842
Good
No
Daily
Condo
1,090
25,130
35
Female
16,063
Divorced
4
Bachelor's
null
47.973443
Rural
Comprehensive
0
6
751
3
2024-06-07 15:21:39.237118
Average
Yes
Rarely
House
26
25,131
44
Male
17,649
Divorced
4
PhD
null
null
Urban
Comprehensive
0
12
769
4
2022-10-16 15:21:39.206847
Average
No
Weekly
House
1,599
25,132
45
Female
90,614
Single
3
High School
Employed
21.083909
Suburban
Premium
null
2
437
7
2024-01-21 15:21:39.216387
Poor
Yes
Rarely
House
473
25,133
43
Male
60,760
Divorced
null
Master's
Unemployed
12.092924
Suburban
Comprehensive
null
17
502
3
2023-06-21 15:21:39.269494
Good
No
Daily
House
1,878
25,134
23
Male
16,888
Married
4
High School
Self-Employed
16.227218
Suburban
Premium
null
15
null
3
2024-07-08 15:21:39.172097
Good
Yes
Monthly
House
1,716
25,135
64
Male
27,383
Divorced
0
Master's
null
12.013345
Urban
Basic
0
5
368
1
2020-12-21 15:21:39.155231
Good
Yes
Weekly
House
1,737
25,136
60
Male
20,550
Single
3
High School
Self-Employed
13.519206
Suburban
Comprehensive
0
8
610
4
2021-11-04 15:21:39.131192
Poor
Yes
Weekly
House
787
25,137
50
Female
726
Single
null
Bachelor's
null
19.092226
Urban
Comprehensive
0
11
507
2
2022-12-14 15:21:39.188220
Average
No
Weekly
Condo
2,977
25,138
51
Female
18,078
Divorced
4
Master's
Unemployed
32.944732
Rural
Comprehensive
1
2
541
9
2022-04-27 15:21:39.176717
Average
No
Daily
Apartment
1,152
25,139
21
Male
1,368
Married
1
Bachelor's
Employed
null
Urban
Comprehensive
1
9
815
7
2020-03-05 15:21:39.194829
Good
No
Monthly
House
1,242
25,140
18
Male
41,143
Single
3
Master's
null
34.517766
Rural
Basic
null
17
552
3
2021-04-18 15:21:39.155231
Poor
Yes
Daily
Condo
1,221
25,141
22
Male
126
Divorced
0
High School
Unemployed
45.581819
Rural
Comprehensive
1
1
576
1
2023-03-21 15:21:39.209847
Average
No
Weekly
Condo
149
25,142
48
Female
44,969
Divorced
0
Bachelor's
Employed
40.56798
Urban
Basic
null
19
699
5
2022-12-01 15:21:39.172097
Poor
Yes
Monthly
House
1,361
25,143
47
Female
47,834
Divorced
3
Master's
Unemployed
40.025316
Suburban
Comprehensive
1
6
308
3
2023-08-07 15:21:39.261856
Good
No
Weekly
Apartment
1,738
25,144
54
Male
128,443
Divorced
null
PhD
null
25.094151
Rural
Premium
4
4
550
8
2022-10-02 15:21:39.192212
Poor
Yes
Rarely
House
417
25,145
46
Male
null
Married
1
PhD
Self-Employed
16.240545
Suburban
Premium
null
5
384
8
2023-09-09 15:21:39.134960
Good
Yes
Monthly
Condo
520
25,146
31
Male
69,760
Divorced
1
Bachelor's
Unemployed
35.868202
Suburban
Basic
2
11
830
5
2020-12-31 15:21:39.278402
Poor
Yes
Weekly
Apartment
3,269
25,147
28
Male
17,963
Single
3
PhD
Employed
39.152402
Suburban
Comprehensive
1
15
520
1
2021-06-12 15:21:39.253660
Average
Yes
Rarely
Apartment
2,871
25,148
26
Female
3,076
Married
2
Master's
null
42.28851
Suburban
Premium
null
1
487
1
2024-07-05 15:21:39.095696
Poor
Yes
Daily
House
1,245
25,149
40
Male
71,196
Married
0
Bachelor's
Unemployed
24.574461
Suburban
Basic
null
6
null
4
2021-07-03 15:21:39.182597
Poor
No
Weekly
Condo
365
25,150
59
Male
104,907
Single
0
PhD
Self-Employed
20.678503
Urban
Comprehensive
2
1
449
3
2021-10-10 15:21:39.199447
Good
Yes
Monthly
Condo
2,213
25,151
46
Female
44,984
Divorced
null
PhD
Self-Employed
30.786737
Rural
Basic
1
4
805
2
2023-05-14 15:21:39.155231
Poor
No
Daily
Apartment
1,020
25,152
49
Male
11,200
Single
3
Master's
null
16.946603
Urban
Comprehensive
2
13
473
1
2024-01-27 15:21:39.202448
Good
Yes
Daily
Apartment
832
25,153
55
Female
65,363
Divorced
4
High School
Unemployed
33.567117
Urban
Comprehensive
0
16
393
4
2022-11-18 15:21:39.218388
Good
No
Daily
Condo
138
25,154
33
Female
10,114
Divorced
3
PhD
Employed
37.847147
Rural
Premium
null
2
null
8
2020-04-06 15:21:39.090124
Average
Yes
Daily
Apartment
627
25,155
26
Male
51,631
Single
4
Bachelor's
null
18.858984
Rural
Premium
0
3
796
7
2023-01-28 15:21:39.205850
null
No
Rarely
House
50
25,156
43
Female
21,421
Single
2
High School
Self-Employed
17.739093
Rural
Basic
1
12
685
4
2024-03-08 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,257
25,157
42
Male
15,987
Married
0
PhD
Unemployed
8.061243
Rural
Comprehensive
1
0
348
8
2021-01-21 15:21:39.219432
null
Yes
Rarely
Apartment
2,458
25,158
null
Male
7,082
Married
1
Bachelor's
Employed
21.820104
Rural
Premium
null
3
753
8
2020-09-17 15:21:39.107553
Average
No
Monthly
House
1,658
25,159
38
Female
988
Married
1
PhD
Unemployed
14.913739
Rural
Basic
null
4
447
3
2024-03-01 15:21:39.224915
Poor
No
Daily
House
447
25,160
46
Female
18,380
Married
3
Master's
Unemployed
null
Suburban
Basic
1
19
689
3
2022-02-18 15:21:39.209847
Poor
Yes
Rarely
House
565
25,161
null
Female
6,971
Divorced
null
Bachelor's
Unemployed
9.142441
Urban
Basic
1
18
462
4
2022-10-01 15:21:39.093681
Average
Yes
Monthly
Apartment
33
25,162
19
Female
9,072
Divorced
0
PhD
null
35.582617
Urban
Premium
1
16
584
3
2023-05-05 15:21:39.134960
Average
No
Rarely
House
819
25,163
34
Male
26,928
Divorced
4
Master's
Self-Employed
20.163873
Suburban
Premium
2
8
787
4
2020-04-16 15:21:39.167099
Poor
No
Daily
Condo
473
25,164
30
Male
null
Married
null
High School
null
10.674878
Urban
Basic
null
10
775
5
2023-09-26 15:21:39.209847
Average
Yes
Monthly
Apartment
100
25,165
60
Female
7,555
Married
4
PhD
null
12.67103
Urban
Premium
0
6
null
2
2022-05-22 15:21:39.117183
Average
Yes
Monthly
House
659
25,166
21
Female
60,285
Single
3
High School
Self-Employed
34.591689
Suburban
Comprehensive
1
15
384
3
2021-10-27 15:21:39.194829
Average
Yes
Daily
Condo
292
25,167
56
Male
6,092
Divorced
1
PhD
Unemployed
20.685733
Urban
Comprehensive
null
9
null
1
2021-11-23 15:21:39.288099
Poor
No
Weekly
Apartment
785
25,168
40
Male
113,615
Single
3
Master's
null
7.051314
Suburban
Basic
null
0
451
5
2019-11-26 15:21:39.209847
Average
Yes
Daily
Condo
56
25,169
50
Female
659
Divorced
4
PhD
null
9.837475
Urban
Basic
null
3
803
3
2021-02-22 15:21:39.237118
Average
Yes
Monthly
House
22
25,170
46
Female
17,054
Single
4
Master's
Unemployed
8.009974
Suburban
Premium
null
6
382
4
2020-05-03 15:21:39.194829
null
No
Rarely
Condo
1,173
25,171
61
Male
38,782
Married
3
PhD
Unemployed
21.926971
Rural
Basic
1
19
602
9
2022-12-18 15:21:39.185215
Good
No
Rarely
Apartment
572
25,172
40
Male
12,097
Single
2
PhD
Self-Employed
24.839596
Suburban
Premium
1
4
576
4
2021-12-14 15:21:39.155231
Average
No
Monthly
House
611
25,173
null
Male
108,515
Single
0
Bachelor's
Unemployed
37.569145
Rural
Basic
3
18
582
5
2020-04-04 15:21:39.155231
Average
Yes
Weekly
House
2,303
25,174
57
Male
43,885
Divorced
2
Master's
Unemployed
17.957242
Suburban
Premium
0
19
598
4
2023-10-21 15:21:39.253660
Poor
No
Weekly
House
25
25,175
59
Male
75,745
Married
1
Bachelor's
Employed
20.826191
Urban
Basic
2
0
null
2
2020-01-30 15:21:39.155231
Average
No
Monthly
Condo
37
25,176
60
Female
9,312
Single
3
Bachelor's
Employed
12.897504
Urban
Basic
0
13
775
9
2021-01-09 15:21:39.084065
Poor
No
Rarely
Condo
93
25,177
63
Male
10,173
Single
3
PhD
Employed
41.449843
Rural
Basic
0
11
374
3
2020-02-07 15:21:39.278402
Good
No
Rarely
Condo
1,259
25,178
59
Female
84,913
Divorced
2
Bachelor's
null
32.868126
Urban
Premium
0
9
352
3
2023-02-05 15:21:39.218388
Poor
Yes
Monthly
House
2,621
25,179
64
Female
2,389
Single
2
Master's
Unemployed
36.553845
Rural
Premium
1
5
552
2
2021-04-08 15:21:39.149731
Poor
Yes
Weekly
Apartment
391
25,180
18
Female
30,206
Single
0
Bachelor's
null
21.272599
Suburban
Premium
0
17
663
5
2022-06-07 15:21:39.148733
Poor
No
Rarely
Condo
2,355
25,181
53
Female
55,471
Divorced
0
High School
Employed
3.726599
Urban
Comprehensive
null
3
317
6
2022-11-17 15:21:39.121169
Poor
No
Daily
Apartment
69
25,182
null
Male
667
Married
1
High School
null
21.472366
Suburban
Basic
4
16
729
2
2022-06-15 15:21:39.224915
Good
No
Monthly
Condo
581
25,183
60
Male
40,861
Married
4
Master's
Unemployed
20.907866
Suburban
Comprehensive
null
7
689
2
2020-12-05 15:21:39.092127
Good
No
Daily
Apartment
119
25,184
55
Male
47,841
Single
4
PhD
Employed
51.354986
Rural
Comprehensive
0
14
584
7
2020-05-18 15:21:39.167099
Average
No
Weekly
Condo
811
25,185
21
Male
43,430
Single
4
High School
Employed
25.393414
Rural
Comprehensive
null
14
826
8
2020-10-07 15:21:39.192212
Good
Yes
Rarely
Apartment
1,014
25,186
19
Male
35,358
Single
0
Master's
Employed
33.854755
Suburban
Basic
null
8
695
2
2024-04-04 15:21:39.180553
Average
No
Weekly
Condo
548
25,187
49
Male
845
Divorced
2
Bachelor's
null
20.859819
Suburban
Premium
null
10
392
4
2021-09-25 15:21:39.107553
Good
No
Weekly
Condo
838
25,188
36
Male
35,118
Divorced
1
High School
Employed
32.044859
Urban
Comprehensive
0
3
null
7
2023-05-22 15:21:39.166062
Good
Yes
Rarely
House
474
25,189
59
Female
7,702
Married
2
Bachelor's
Self-Employed
23.072436
Urban
Basic
null
8
595
2
2022-02-20 15:21:39.272456
Good
No
Rarely
Apartment
692
25,190
36
Male
null
Married
2
Master's
Self-Employed
44.725825
Urban
Comprehensive
1
2
408
8
2023-03-26 15:21:39.134960
Good
Yes
Weekly
Apartment
179
25,191
45
Female
8,078
Single
0
Bachelor's
null
14.8462
Suburban
Comprehensive
1
18
null
8
2020-09-27 15:21:39.152732
Poor
No
Weekly
Apartment
1,052
25,192
51
Male
69,479
Divorced
null
High School
null
42.656871
Rural
Premium
0
18
440
8
2023-08-23 15:21:39.166062
Good
Yes
Monthly
Condo
554
25,193
63
Male
34,309
Single
1
High School
null
3.947174
Urban
Basic
0
12
727
5
2023-01-20 15:21:39.122134
Poor
Yes
Daily
Apartment
571
25,194
47
Female
130,107
Married
0
Master's
Self-Employed
16.081549
Urban
Comprehensive
1
15
384
2
2023-05-19 15:21:39.131192
Good
No
Weekly
Condo
1,253
25,195
33
Female
5,517
Married
2
PhD
Self-Employed
9.547704
Suburban
Basic
0
8
796
8
2020-01-22 15:21:39.172097
Poor
No
Weekly
Condo
30
25,196
35
Female
43,894
Divorced
3
Master's
Employed
25.824598
Rural
Comprehensive
1
11
779
9
2023-05-26 15:21:39.134960
Poor
No
Weekly
Condo
561
25,197
36
Female
1,029
Single
null
Master's
Self-Employed
46.868231
Suburban
Comprehensive
1
2
786
7
2023-12-22 15:21:39.236064
Poor
Yes
Weekly
House
2,450
25,198
38
Female
79,975
Single
2
PhD
Unemployed
11.283367
Urban
Comprehensive
0
3
364
7
2022-09-28 15:21:39.134960
Average
Yes
Weekly
Apartment
2,034
25,199
57
Female
6,850
Divorced
1
High School
Employed
26.137569
Suburban
Premium
1
18
593
8
2019-11-09 15:21:39.092127
Good
Yes
Rarely
Condo
1,336