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
1,163,100
35
Male
5,098
Divorced
3
PhD
null
43.684557
Suburban
Basic
null
8
711
8
2021-06-02 15:21:39.187211
Poor
Yes
Rarely
Apartment
479
1,163,101
25
Female
8,894
Divorced
0
Bachelor's
null
38.869334
Suburban
Premium
null
16
693
6
2021-04-05 15:21:39.175719
Good
No
Rarely
Condo
1,253
1,163,102
29
Male
2,907
Divorced
3
Bachelor's
Employed
51.849859
Rural
Premium
2
3
690
2
2022-08-11 15:21:39.205850
Good
No
Daily
Condo
1,242
1,163,103
29
Male
40,978
Divorced
1
Master's
Self-Employed
43.312847
Rural
Basic
null
15
587
9
2021-02-05 15:21:39.155231
Average
Yes
Weekly
House
1,351
1,163,104
23
Male
3,198
Married
4
Master's
Unemployed
11.634109
Urban
Premium
0
18
null
6
2023-02-16 15:21:39.192212
Average
Yes
Weekly
Condo
2,501
1,163,105
36
Male
66,481
Single
1
High School
null
37.14251
Urban
Premium
null
8
774
5
2020-06-02 15:21:39.200452
Average
Yes
Monthly
Apartment
121
1,163,106
19
Female
11,642
Single
4
High School
null
9.722672
Urban
Basic
1
9
null
2
2021-05-15 15:21:39.090124
Good
Yes
Rarely
Condo
784
1,163,107
31
Female
126,966
Single
4
Bachelor's
null
25.879237
Urban
Basic
null
6
371
3
2020-10-03 15:21:39.088124
Good
No
Rarely
House
744
1,163,108
43
Female
36,454
Single
1
High School
null
27.958234
Rural
Basic
1
19
586
2
2019-12-14 15:21:39.180553
null
Yes
Rarely
Apartment
898
1,163,109
52
Male
58,913
Divorced
0
High School
null
21.282002
Suburban
Comprehensive
null
16
453
8
2024-04-07 15:21:39.094752
Good
Yes
Daily
Apartment
39
1,163,110
29
Male
17,001
Married
1
High School
null
19.439814
Rural
Comprehensive
1
16
642
2
2023-10-14 15:21:39.155231
Poor
No
Monthly
Apartment
1,687
1,163,111
32
Male
26,369
Married
3
Master's
Employed
41.624051
Suburban
Comprehensive
4
10
699
4
2024-01-10 15:21:39.088124
Poor
No
Monthly
Apartment
1,089
1,163,112
56
Female
20,997
Single
3
PhD
null
43.93561
Suburban
Comprehensive
null
1
778
1
2020-11-02 15:21:39.110557
Good
Yes
Rarely
Condo
1,580
1,163,113
19
Female
3,679
Single
1
High School
Self-Employed
36.266777
Rural
Premium
null
0
568
5
2024-07-13 15:21:39.266452
Good
No
Weekly
Condo
2,916
1,163,114
41
Female
22,875
Single
2
Bachelor's
null
25.840736
Suburban
Basic
1
17
609
4
2023-08-15 15:21:39.155231
Poor
Yes
Daily
Apartment
910
1,163,115
44
Female
17,069
Divorced
4
Master's
null
17.470192
Suburban
Basic
0
5
547
7
2021-11-01 15:21:39.134960
Poor
No
Weekly
Condo
509
1,163,116
54
Female
28,170
Single
1
Master's
Unemployed
51.92689
Urban
Basic
0
16
null
3
2020-10-01 15:21:39.237118
Good
No
Daily
Apartment
514
1,163,117
46
Male
49,085
Single
0
Master's
null
40.544875
Urban
Premium
null
0
584
9
2022-02-02 15:21:39.172097
Good
Yes
Daily
Apartment
207
1,163,118
51
Male
3,468
Divorced
2
Master's
Self-Employed
31.647978
Urban
Comprehensive
null
2
446
1
2023-10-16 15:21:39.143708
Good
Yes
Daily
House
538
1,163,119
22
Female
39,791
Single
2
High School
Unemployed
40.996776
Suburban
Comprehensive
null
7
565
1
2022-05-11 15:21:39.279729
Good
No
Weekly
Condo
567
1,163,120
28
Male
5,835
Divorced
2
Master's
Self-Employed
36.271033
Suburban
Basic
1
7
699
8
2022-12-10 15:21:39.237118
Average
Yes
Rarely
Apartment
3,413
1,163,121
44
Male
5,942
Single
3
Master's
Self-Employed
22.451048
Rural
Premium
2
7
783
4
2020-04-22 15:21:39.134960
null
Yes
Rarely
Condo
439
1,163,122
32
Male
2,594
Single
0
Master's
Self-Employed
26.629764
Rural
Premium
0
7
398
6
2022-06-21 15:21:39.134960
Good
No
Monthly
Condo
1,221
1,163,123
24
Female
1,134
Single
4
Bachelor's
Employed
32.67005
Rural
Comprehensive
1
3
508
2
2020-09-05 15:21:39.201446
Good
Yes
Monthly
Apartment
2,845
1,163,124
25
Female
26,355
Married
3
PhD
Unemployed
16.754735
Suburban
Comprehensive
0
3
null
7
2021-07-16 15:21:39.121169
Poor
Yes
Monthly
Apartment
923
1,163,125
64
Male
27,696
Single
2
Master's
null
33.25964
Rural
Premium
null
19
845
1
2021-02-05 15:21:39.134960
null
Yes
Weekly
House
1,655
1,163,126
57
Male
null
Single
null
High School
Self-Employed
30.622942
Rural
Premium
0
17
330
8
2022-08-24 15:21:39.152732
Good
No
Daily
House
618
1,163,127
25
Female
61,101
Divorced
1
PhD
Unemployed
15.663067
Urban
Basic
0
19
783
5
2021-02-20 15:21:39.155231
Poor
Yes
Monthly
Apartment
166
1,163,128
42
Male
14,991
Divorced
0
PhD
Employed
14.944354
Rural
Basic
1
8
725
4
2020-01-04 15:21:39.224915
Good
No
Rarely
Condo
1,344
1,163,129
41
Female
25,558
Married
1
PhD
null
25.738507
Urban
Comprehensive
null
19
835
6
2020-04-28 15:21:39.201446
Poor
No
Monthly
Condo
537
1,163,130
55
Male
74,421
Divorced
1
Bachelor's
Unemployed
17.869689
Rural
Premium
null
11
null
8
2022-12-23 15:21:39.168099
Good
No
Daily
Condo
303
1,163,131
33
Male
6,916
Divorced
0
Bachelor's
Employed
35.613445
Rural
Comprehensive
0
1
471
9
2021-01-16 15:21:39.206847
Average
No
Monthly
House
1,105
1,163,132
52
Male
35,786
Divorced
1
Bachelor's
Self-Employed
10.938304
Urban
Premium
null
0
null
7
2022-05-22 15:21:39.174719
Poor
Yes
Weekly
Condo
1,062
1,163,133
43
Male
16,983
Single
1
Master's
Unemployed
34.637654
Suburban
Premium
1
5
398
7
2023-11-04 15:21:39.134960
Average
Yes
Weekly
House
1,172
1,163,134
20
Male
6,960
Married
4
Master's
Employed
25.829762
Rural
Premium
null
7
796
2
2020-07-31 15:21:39.171102
Good
Yes
Monthly
Apartment
1,672
1,163,135
44
Male
65,900
Married
1
High School
Self-Employed
5.985824
Rural
Premium
1
13
397
9
2022-03-18 15:21:39.261856
Poor
Yes
Weekly
House
1,651
1,163,136
34
Male
11,126
Married
1
High School
Unemployed
7.845007
Suburban
Basic
2
8
525
6
2022-09-13 15:21:39.243673
Good
No
Monthly
House
1,238
1,163,137
54
Female
10,084
Single
3
Master's
Self-Employed
43.237024
Suburban
Basic
3
6
584
4
2022-05-26 15:21:39.254678
Poor
No
Daily
House
1,115
1,163,138
64
Female
null
Divorced
0
Master's
null
44.923149
Suburban
Basic
1
11
393
5
2022-04-24 15:21:39.205850
Good
No
Weekly
Apartment
1,876
1,163,139
46
Male
null
Single
4
Bachelor's
Unemployed
36.709741
Suburban
Comprehensive
0
6
674
1
2020-04-24 15:21:39.144722
null
No
Weekly
Condo
3,294
1,163,140
28
Female
33,749
Married
1
High School
null
27.810046
Suburban
Premium
1
0
318
4
2023-07-04 15:21:39.259648
Average
No
Monthly
Condo
2,305
1,163,141
49
Male
23,192
Married
3
PhD
Self-Employed
null
Suburban
Premium
1
15
null
7
2020-08-15 15:21:39.132191
Poor
Yes
Monthly
House
1,112
1,163,142
46
Female
41,912
Married
2
High School
Self-Employed
16.569208
Urban
Comprehensive
0
9
329
5
2024-06-18 15:21:39.173834
Poor
No
Rarely
Apartment
728
1,163,143
38
Female
5,874
Divorced
3
High School
null
11.01892
Rural
Basic
0
8
641
9
2021-04-21 15:21:39.290098
Poor
No
Rarely
Apartment
884
1,163,144
25
Female
3,718
Single
2
PhD
Employed
46.051749
Suburban
Premium
2
16
686
7
2024-05-31 15:21:39.114118
Average
No
Rarely
Condo
397
1,163,145
62
Female
3,891
Married
0
PhD
Self-Employed
12.691727
Suburban
Comprehensive
3
12
636
9
2023-02-25 15:21:39.105504
Poor
No
Rarely
Apartment
1,859
1,163,146
44
Male
2,631
Married
3
Bachelor's
null
28.523539
Urban
Premium
null
5
null
8
2021-03-15 15:21:39.246098
Good
No
Daily
House
3,429
1,163,147
60
Male
17,338
Married
null
Bachelor's
null
32.564366
Rural
Premium
3
16
495
3
2020-12-14 15:21:39.237118
Poor
Yes
Monthly
Condo
2,183
1,163,148
33
Female
null
Married
1
PhD
Self-Employed
7.352871
Urban
Comprehensive
0
16
701
9
2022-09-21 15:21:39.146733
Poor
Yes
Weekly
Apartment
386
1,163,149
53
Male
5,812
Married
2
Master's
null
20.331524
Suburban
Premium
1
7
530
2
2022-12-07 15:21:39.134960
Poor
Yes
Rarely
House
939
1,163,150
25
Male
23,984
Married
1
Bachelor's
null
25.888945
Rural
Comprehensive
2
18
665
3
2023-01-08 15:21:39.237118
Good
No
Monthly
Apartment
684
1,163,151
null
Male
17,121
Single
0
High School
null
3.603637
Suburban
Basic
3
6
839
8
2023-05-09 15:21:39.132191
Average
No
Rarely
Apartment
1,033
1,163,152
30
Male
34,209
Single
1
Bachelor's
null
17.148939
Rural
Premium
0
13
694
7
2022-07-19 15:21:39.094752
Average
Yes
Daily
Apartment
729
1,163,153
57
Male
39,649
Divorced
3
Bachelor's
Unemployed
28.919394
Urban
Basic
2
15
678
5
2019-12-22 15:21:39.134960
Poor
Yes
Daily
Apartment
45
1,163,154
64
Male
14,069
null
3
High School
null
40.987211
Rural
Basic
null
9
554
8
2021-09-10 15:21:39.167099
Good
Yes
Rarely
House
807
1,163,155
null
Female
52,269
Married
1
PhD
Self-Employed
12.827
Suburban
Premium
null
18
483
4
2020-11-06 15:21:39.230483
Average
No
Rarely
Condo
23
1,163,156
40
Female
2,883
Married
3
Bachelor's
null
25.983596
Rural
Comprehensive
0
12
772
2
2021-05-24 15:21:39.093681
Poor
Yes
Rarely
Condo
2,049
1,163,157
58
Male
12,984
Divorced
4
Master's
Employed
13.566124
Urban
Comprehensive
1
11
718
9
2024-05-23 15:21:39.206847
Poor
No
Weekly
Condo
586
1,163,158
33
Female
5,712
Divorced
2
Bachelor's
null
32.092516
Suburban
Comprehensive
1
17
828
9
2023-12-25 15:21:39.132191
null
No
Weekly
Apartment
917
1,163,159
55
Male
26,779
Single
null
PhD
Self-Employed
26.567219
Urban
Basic
null
19
696
4
2021-12-06 15:21:39.237118
Poor
Yes
Weekly
Condo
365
1,163,160
59
Female
27,478
Divorced
null
High School
Unemployed
15.382123
Suburban
Comprehensive
null
19
707
5
2022-08-07 15:21:39.102694
null
No
Daily
Apartment
27
1,163,161
38
Male
37,466
Single
4
PhD
Self-Employed
32.719506
Urban
Comprehensive
0
13
638
3
2021-07-20 15:21:39.155231
Poor
No
Rarely
Condo
1,789
1,163,162
59
Female
64,893
Divorced
4
Master's
Employed
49.927365
Urban
Comprehensive
0
2
379
5
2024-03-24 15:21:39.121169
Poor
Yes
Weekly
Apartment
649
1,163,163
24
Female
25,409
Single
3
PhD
Unemployed
20.332565
Suburban
Basic
0
12
696
8
2021-04-05 15:21:39.236064
Good
No
Daily
Condo
482
1,163,164
32
Male
36,455
Single
1
PhD
Unemployed
33.798894
Urban
Premium
1
13
609
4
2023-10-22 15:21:39.165120
Poor
Yes
Monthly
House
732
1,163,165
51
Male
29,377
Single
2
PhD
null
16.63861
Urban
Comprehensive
0
4
511
3
2024-03-25 15:21:39.272456
Poor
No
Monthly
Condo
477
1,163,166
58
Male
528
Married
4
PhD
Self-Employed
38.004415
Suburban
Premium
null
15
691
8
2021-03-13 15:21:39.134960
Poor
Yes
Monthly
House
23
1,163,167
22
Female
17,072
Divorced
2
High School
null
38.89004
Suburban
Basic
null
1
587
1
2021-01-16 15:21:39.148733
Poor
Yes
Monthly
Condo
454
1,163,168
39
Female
59,528
Divorced
4
PhD
Employed
23.726509
Suburban
Comprehensive
null
1
346
5
2024-01-07 15:21:39.192212
Average
No
Monthly
House
216
1,163,169
40
Male
38,991
Single
null
Master's
Self-Employed
17.485923
Rural
Premium
null
14
622
4
2023-09-16 15:21:39.264504
Average
No
Monthly
House
533
1,163,170
61
Female
28,745
Divorced
0
Bachelor's
null
24.788124
Rural
Premium
1
1
834
6
2021-08-31 15:21:39.124659
Poor
Yes
Daily
Condo
310
1,163,171
43
Male
83,983
Single
4
High School
Employed
14.749442
Rural
Premium
0
7
809
1
2023-11-07 15:21:39.197445
Average
Yes
Rarely
Condo
169
1,163,172
26
Female
304
Married
null
Bachelor's
null
7.231033
Suburban
Premium
null
10
382
2
2021-09-12 15:21:39.187211
Poor
Yes
Monthly
House
657
1,163,173
34
Male
19,967
Single
2
Master's
Self-Employed
30.054523
Rural
Basic
1
8
507
9
2022-10-21 15:21:39.134960
Poor
No
Daily
Apartment
2,757
1,163,174
25
Male
4,983
Single
3
Bachelor's
Unemployed
null
Suburban
Basic
1
16
673
6
2024-03-21 15:21:39.191219
Poor
No
Daily
House
50
1,163,175
35
Male
83,608
Divorced
4
PhD
Employed
37.849178
Rural
Premium
null
10
591
1
2021-08-11 15:21:39.154008
Good
No
Monthly
House
377
1,163,176
60
Female
39,649
Single
4
Master's
null
10.835361
Urban
Basic
null
7
629
2
2022-10-22 15:21:39.225916
Good
No
Monthly
House
930
1,163,177
19
Male
2,745
Divorced
1
PhD
null
32.867844
Urban
Basic
1
12
456
6
2021-05-30 15:21:39.155231
Average
No
Daily
House
1,733
1,163,178
null
Male
7,875
Married
2
Bachelor's
Employed
48.181166
Suburban
Comprehensive
1
14
589
4
2021-01-17 15:21:39.105504
Poor
Yes
Daily
Condo
2,185
1,163,179
43
Female
82,779
Married
0
High School
Employed
3.692286
Urban
Premium
null
16
461
7
2020-12-26 15:21:39.260856
null
No
Rarely
House
2,122
1,163,180
20
Male
38,790
Married
0
Bachelor's
null
20.596746
Urban
Comprehensive
0
12
null
9
2021-05-19 15:21:39.187211
Good
No
Daily
Condo
1,856
1,163,181
40
Female
1,707
Married
4
Master's
null
27.959683
Suburban
Basic
0
10
843
1
2022-06-30 15:21:39.095696
Average
Yes
Daily
Apartment
2,889
1,163,182
20
Male
28,193
Married
0
Master's
Unemployed
30.430213
Urban
Comprehensive
1
0
585
9
2023-06-16 15:21:39.254678
Good
No
Weekly
Apartment
241
1,163,183
60
Male
11,992
Divorced
2
Master's
Self-Employed
39.011539
Rural
Basic
null
17
null
8
2022-11-18 15:21:39.130190
null
Yes
Weekly
House
45
1,163,184
33
Male
18,145
Single
3
Bachelor's
Unemployed
24.23606
Suburban
Basic
1
17
607
6
2020-01-17 15:21:39.187211
Good
No
Rarely
Condo
618
1,163,185
29
Male
1,344
Single
3
Master's
null
44.376915
Urban
Premium
2
4
501
8
2022-08-03 15:21:39.213373
Average
No
Rarely
House
2,220
1,163,186
59
Female
26,791
Divorced
null
Master's
Employed
null
Urban
Premium
null
12
null
7
2022-05-08 15:21:39.259788
Good
No
Daily
House
562
1,163,187
23
Female
4,726
Single
3
Master's
Employed
32.691954
Urban
Comprehensive
null
4
506
2
2024-07-03 15:21:39.267454
Poor
No
Monthly
Apartment
659
1,163,188
49
Female
59,286
Divorced
0
Bachelor's
Self-Employed
15.079337
Urban
Basic
1
10
421
8
2020-06-09 15:21:39.134960
Poor
No
Daily
House
825
1,163,189
35
Female
44,094
Single
3
Bachelor's
Self-Employed
24.518859
Suburban
Comprehensive
0
5
565
3
2021-07-12 15:21:39.155231
Good
No
Monthly
Condo
1,307
1,163,190
59
Male
2,361
Married
4
PhD
Unemployed
null
Suburban
Basic
1
10
678
5
2022-02-13 15:21:39.155231
Good
No
Rarely
Condo
923
1,163,191
18
Female
10,963
Single
4
High School
null
24.935597
Suburban
Basic
null
13
null
9
2021-10-24 15:21:39.134960
Good
Yes
Monthly
Condo
838
1,163,192
40
Female
35,706
Married
2
PhD
Unemployed
16.018961
Rural
Premium
0
5
418
9
2023-01-15 15:21:39.192212
Good
No
Monthly
Apartment
1,048
1,163,193
29
Female
49,738
null
0
Master's
Self-Employed
38.958647
Suburban
Comprehensive
4
11
769
7
2019-09-12 15:21:39.155231
Average
No
Daily
Condo
2,765
1,163,194
55
Male
33,515
Divorced
4
Master's
Employed
40.291224
Suburban
Basic
0
13
432
7
2024-01-17 15:21:39.134960
Average
No
Rarely
Condo
1,073
1,163,195
45
Female
2,598
Divorced
1
PhD
Unemployed
28.090064
Urban
Basic
null
13
801
5
2022-01-23 15:21:39.215386
null
No
Weekly
Apartment
839
1,163,196
19
Male
42,647
Divorced
1
PhD
Self-Employed
28.15809
Urban
Basic
0
7
756
1
2020-02-09 15:21:39.223901
Average
Yes
Weekly
Condo
3,275
1,163,197
61
Male
51,139
Single
3
Master's
Self-Employed
17.582556
Suburban
Premium
null
12
778
2
2023-02-08 15:21:39.134960
Average
No
Rarely
Apartment
151
1,163,198
22
Female
37,735
Married
3
Master's
null
14.817489
Suburban
Basic
null
8
496
8
2023-07-09 15:21:39.119168
null
Yes
Daily
House
3,807
1,163,199
56
Female
28,593
Married
4
Bachelor's
Self-Employed
4.011147
Suburban
Basic
0
16
695
9
2023-04-04 15:21:39.092127
Average
No
Weekly
House
596