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
51,100
29
Male
5,966
Divorced
2
Bachelor's
Employed
40.457857
Rural
Comprehensive
1
4
827
1
2022-09-15 15:21:39.155231
Poor
Yes
Weekly
Condo
746
51,101
39
Male
null
Married
1
PhD
null
44.35147
Rural
Comprehensive
1
7
507
6
2022-06-07 15:21:39.151732
Poor
Yes
Monthly
Condo
4,246
51,102
32
Female
3,921
Divorced
0
Master's
null
38.582948
Rural
Premium
3
14
null
8
2021-06-17 15:21:39.117183
Average
No
Weekly
Condo
885
51,103
27
Male
522
Single
2
PhD
Unemployed
null
Suburban
Basic
null
16
582
3
2023-08-16 15:21:39.132191
Average
Yes
Weekly
Condo
1,078
51,104
53
Male
3,340
Divorced
2
Bachelor's
Self-Employed
40.580435
Urban
Comprehensive
1
8
588
1
2021-02-26 15:21:39.173834
Average
No
Daily
Condo
2,482
51,105
24
Male
30,650
Divorced
1
Master's
null
9.390829
Suburban
Premium
null
12
766
2
2020-01-29 15:21:39.252145
Average
Yes
Monthly
Apartment
568
51,106
18
Female
20,551
Married
3
High School
Employed
49.739794
Suburban
Premium
0
17
843
3
2023-04-29 15:21:39.256696
Average
No
Monthly
Condo
805
51,107
19
Male
24,863
Divorced
3
PhD
Unemployed
22.440148
Suburban
Premium
null
2
767
8
2023-11-23 15:21:39.110557
Average
Yes
Weekly
Apartment
1,091
51,108
64
Female
15,961
Single
3
PhD
Self-Employed
39.552304
Rural
Comprehensive
null
5
null
5
2023-05-01 15:21:39.086123
Poor
Yes
Daily
House
1,298
51,109
64
Male
17,559
Divorced
4
Master's
Employed
22.189371
Suburban
Basic
null
16
null
1
2023-09-20 15:21:39.188220
Good
No
Rarely
House
486
51,110
49
Male
29,003
Divorced
4
Bachelor's
Unemployed
18.385826
Rural
Premium
1
6
697
3
2024-06-09 15:21:39.087123
null
No
Weekly
House
1,063
51,111
24
Female
null
Single
0
Master's
null
16.672644
Rural
Comprehensive
0
11
757
9
2021-03-07 15:21:39.228521
Poor
No
Rarely
Condo
295
51,112
null
Male
47,846
Single
2
PhD
null
51.572658
Urban
Comprehensive
null
19
520
9
2021-11-15 15:21:39.169102
null
Yes
Rarely
Apartment
547
51,113
36
Male
66,258
Divorced
4
Bachelor's
Self-Employed
32.57249
Rural
Premium
0
12
439
6
2021-04-10 15:21:39.249100
Average
No
Daily
Apartment
719
51,114
18
Female
11,634
Single
0
Bachelor's
Unemployed
45.382605
Suburban
Premium
null
14
685
2
2024-01-29 15:21:39.272456
Poor
No
Rarely
Condo
424
51,115
25
Female
44,241
Married
null
High School
Unemployed
30.412576
Rural
Basic
1
19
325
8
2020-10-04 15:21:39.154008
Poor
No
Daily
Apartment
603
51,116
57
Male
44,374
Divorced
1
Bachelor's
Unemployed
18.246986
Urban
Basic
0
9
709
6
2021-06-17 15:21:39.115178
Poor
Yes
Daily
Apartment
2,835
51,117
19
Female
105,596
Married
null
High School
Self-Employed
24.237869
Rural
Comprehensive
3
14
374
4
2022-08-09 15:21:39.124659
Poor
Yes
Rarely
Condo
748
51,118
35
Female
30,382
Married
0
Master's
Self-Employed
17.328967
Suburban
Premium
null
12
353
3
2023-01-12 15:21:39.087123
Average
No
Monthly
Apartment
755
51,119
45
Male
50,613
Divorced
2
Bachelor's
null
20.847347
Rural
Premium
1
10
718
9
2024-02-24 15:21:39.120168
Average
Yes
Weekly
Apartment
374
51,120
58
Male
8,040
Single
3
High School
Employed
35.598511
Suburban
Comprehensive
0
2
754
9
2022-07-24 15:21:39.285112
Poor
No
Daily
Condo
459
51,121
39
Female
37,253
Single
1
High School
Unemployed
7.672737
Suburban
Basic
0
19
null
6
2020-03-01 15:21:39.228521
Average
No
Rarely
Condo
2,248
51,122
22
Male
3,258
Single
0
High School
Self-Employed
33.886549
Urban
Comprehensive
null
19
554
1
2019-10-06 15:21:39.245086
Average
Yes
Monthly
House
815
51,123
46
Male
84,717
Married
4
High School
Employed
null
Urban
Comprehensive
null
7
728
9
2023-02-27 15:21:39.171102
null
Yes
Monthly
Condo
714
51,124
61
Female
26,700
Single
2
Bachelor's
Employed
5.514464
Urban
Comprehensive
0
2
749
2
2024-04-15 15:21:39.144722
Poor
Yes
Daily
Apartment
906
51,125
18
Male
45,982
null
3
Bachelor's
Employed
34.751449
Suburban
Comprehensive
1
19
589
2
2019-10-23 15:21:39.155231
Average
Yes
Daily
House
321
51,126
62
Female
null
Single
2
High School
null
36.442656
Suburban
Basic
0
4
778
7
2024-03-16 15:21:39.263607
Average
Yes
Daily
Condo
321
51,127
46
Male
6,091
Divorced
3
PhD
Employed
16.556836
Rural
Comprehensive
null
11
734
2
2023-05-16 15:21:39.134960
Good
Yes
Rarely
Condo
742
51,128
57
Male
6,877
Divorced
2
Master's
Employed
9.874166
Rural
Comprehensive
3
7
775
9
2022-11-01 15:21:39.185215
null
No
Daily
House
1,005
51,129
20
Male
36,231
Married
3
PhD
null
4.262977
Suburban
Basic
null
1
785
7
2024-04-26 15:21:39.087123
Good
No
Monthly
House
669
51,130
29
Female
12,091
Married
3
Master's
Employed
9.584592
Rural
Basic
null
11
691
8
2020-06-08 15:21:39.208842
Good
Yes
Weekly
Condo
2,581
51,131
18
Female
75,826
Married
3
Bachelor's
Employed
49.104611
Urban
Basic
null
16
471
5
2021-02-19 15:21:39.247098
Poor
No
Rarely
Apartment
380
51,132
42
Male
27,951
Divorced
3
Master's
Unemployed
45.054147
Urban
Comprehensive
null
2
744
3
2021-03-17 15:21:39.144722
Poor
Yes
Monthly
Apartment
761
51,133
55
Male
17,093
Single
3
Master's
null
30.71649
Urban
Comprehensive
2
17
477
5
2023-01-14 15:21:39.134960
Good
Yes
Daily
Apartment
1,174
51,134
62
Male
null
Single
4
Bachelor's
Unemployed
11.638975
Suburban
Comprehensive
1
12
305
4
2020-05-15 15:21:39.193945
Average
Yes
Daily
Apartment
1,238
51,135
60
Female
71,829
Married
2
Master's
Employed
null
Suburban
Comprehensive
2
9
683
3
2024-02-20 15:21:39.122134
Good
No
Weekly
House
1,154
51,136
52
Male
26,618
Divorced
3
Master's
null
45.054284
Suburban
Comprehensive
0
5
793
1
2021-01-29 15:21:39.084065
Poor
Yes
Monthly
Condo
1,407
51,137
34
Female
1,040
Divorced
1
Bachelor's
Employed
12.69676
Urban
Comprehensive
2
13
615
4
2024-04-12 15:21:39.236064
Good
No
Monthly
Condo
40
51,138
64
Male
40,673
Single
1
Master's
Employed
12.691272
Urban
Comprehensive
1
8
674
5
2023-05-22 15:21:39.220389
Good
No
Monthly
Apartment
2,169
51,139
29
Male
38,729
Single
4
Master's
Employed
40.958818
Urban
Premium
null
7
null
8
2020-06-12 15:21:39.134960
Average
Yes
Weekly
Condo
1,072
51,140
28
Female
4,936
Married
3
High School
Employed
19.896026
Urban
Premium
1
4
488
4
2021-10-05 15:21:39.134960
Poor
Yes
Daily
House
3,055
51,141
null
Male
2,745
Married
4
Bachelor's
Self-Employed
4.591517
Rural
Basic
0
13
551
3
2024-01-10 15:21:39.282785
Poor
No
Weekly
Apartment
305
51,142
46
Female
2,071
Divorced
0
Bachelor's
Unemployed
51.922605
Urban
Premium
1
3
838
9
2021-03-06 15:21:39.226954
Good
Yes
Weekly
Apartment
954
51,143
58
Male
38,194
Married
1
Bachelor's
null
31.564784
Suburban
Basic
0
12
769
8
2021-02-04 15:21:39.134960
Poor
Yes
Rarely
Apartment
870
51,144
41
Male
40,208
Divorced
null
Bachelor's
null
10.2826
Rural
Basic
1
2
621
6
2020-04-13 15:21:39.084065
Poor
No
Daily
Condo
619
51,145
23
Female
45,359
Single
1
PhD
Self-Employed
48.439769
Rural
Basic
1
6
555
1
2024-04-18 15:21:39.261856
Good
No
Weekly
House
1,253
51,146
57
Male
458
Married
3
PhD
Employed
27.554284
Suburban
Premium
3
8
423
4
2023-09-28 15:21:39.255696
Poor
No
Weekly
Condo
1,115
51,147
64
Female
null
Single
2
PhD
null
42.646561
Urban
Comprehensive
null
1
626
1
2022-09-05 15:21:39.271453
Poor
No
Daily
Apartment
67
51,148
60
Male
34,214
Married
0
PhD
Self-Employed
45.346062
Rural
Premium
1
8
576
9
2022-05-25 15:21:39.132191
Average
No
Monthly
Apartment
2,627
51,149
63
Female
3,046
Married
1
Bachelor's
Unemployed
39.145063
Urban
Premium
2
13
793
1
2022-04-11 15:21:39.134960
Good
No
Monthly
Condo
1,298
51,150
52
Male
18,646
Married
2
High School
Self-Employed
13.826375
Suburban
Basic
0
18
495
1
2023-10-02 15:21:39.226954
Average
No
Weekly
House
1,062
51,151
35
Male
28,665
Divorced
4
High School
null
17.873165
Suburban
Basic
null
10
null
3
2023-08-19 15:21:39.237118
Good
No
Daily
House
1,584
51,152
21
Male
13,894
Divorced
0
High School
Self-Employed
5.735406
Urban
Basic
null
13
null
7
2024-01-18 15:21:39.171102
Average
Yes
Rarely
House
1,936
51,153
37
Female
35,200
Married
3
Master's
Employed
39.888871
Urban
Premium
null
16
696
6
2021-10-08 15:21:39.190215
Good
No
Rarely
Condo
1,138
51,154
44
Male
22,156
Single
4
High School
null
27.14707
Suburban
Basic
null
5
492
1
2020-01-30 15:21:39.155231
Poor
Yes
Rarely
Condo
3,130
51,155
41
Female
17,336
Single
1
High School
Self-Employed
21.922102
Suburban
Comprehensive
1
11
491
6
2024-06-22 15:21:39.182597
Poor
Yes
Weekly
Apartment
602
51,156
46
Male
12,098
Single
0
PhD
null
18.261312
Rural
Comprehensive
null
19
709
1
2022-07-28 15:21:39.134960
Average
No
Daily
House
782
51,157
19
Male
15,279
Married
1
Bachelor's
Employed
16.828173
Suburban
Comprehensive
1
4
818
6
2022-08-15 15:21:39.095696
Good
Yes
Rarely
House
2,561
51,158
43
Male
9,078
Divorced
3
High School
Unemployed
8.64144
Urban
Premium
null
5
758
9
2023-08-29 15:21:39.237118
Average
Yes
Daily
Condo
513
51,159
20
Male
10,042
Divorced
2
High School
null
33.077238
Suburban
Premium
2
19
320
7
2022-05-19 15:21:39.209847
Average
No
Weekly
Condo
1,326
51,160
38
Female
23,015
Married
null
PhD
null
27.94512
Urban
Premium
null
0
766
3
2020-03-20 15:21:39.261856
Poor
Yes
Weekly
Condo
784
51,161
26
Female
3,483
Married
2
High School
null
22.827416
Rural
Comprehensive
1
17
null
5
2022-04-18 15:21:39.134960
Average
No
Monthly
Condo
2,575
51,162
58
Male
43,887
Single
3
PhD
null
28.671978
Urban
Premium
2
7
null
6
2024-05-01 15:21:39.134960
Good
Yes
Daily
House
1,893
51,163
32
Female
62,319
Single
2
High School
null
28.181632
Urban
Basic
3
10
582
5
2022-12-10 15:21:39.082499
Poor
No
Daily
House
3,210
51,164
43
Male
59,822
null
0
High School
Employed
16.674523
Urban
Premium
1
13
null
2
2022-02-07 15:21:39.276901
Good
No
Monthly
Apartment
27
51,165
57
Male
23,138
Single
4
High School
null
16.819612
Suburban
Premium
null
1
472
1
2020-01-29 15:21:39.148733
Good
No
Weekly
House
138
51,166
23
Female
126,978
Married
2
Master's
null
30.12496
Rural
Basic
null
5
311
7
2022-04-16 15:21:39.118178
Average
Yes
Weekly
House
1,277
51,167
48
Male
25,011
Divorced
0
Master's
null
28.72648
Urban
Basic
null
2
608
5
2023-01-13 15:21:39.237118
Poor
No
Monthly
Apartment
532
51,168
50
Male
8,567
Divorced
2
PhD
Employed
43.497673
Urban
Comprehensive
null
16
492
3
2021-11-19 15:21:39.290098
Good
No
Daily
Apartment
1,103
51,169
20
Female
39,766
Divorced
0
High School
Unemployed
20.242338
Suburban
Basic
1
2
554
5
2020-05-27 15:21:39.237118
Average
No
Weekly
House
1,260
51,170
29
Female
20,783
Married
0
PhD
Employed
21.266887
Rural
Premium
1
10
401
3
2022-03-31 15:21:39.172097
Poor
No
Weekly
Condo
963
51,171
20
Female
38,615
Divorced
0
High School
Employed
25.988553
Suburban
Basic
2
18
728
3
2023-04-21 15:21:39.155231
Good
No
Monthly
House
952
51,172
48
Male
38,880
Divorced
1
High School
Self-Employed
23.559859
Rural
Comprehensive
null
7
712
2
2020-04-12 15:21:39.093681
Average
No
Weekly
Condo
305
51,173
28
Female
34,386
Single
4
Master's
Self-Employed
35.038589
Suburban
Comprehensive
null
14
471
7
2023-08-25 15:21:39.167099
Poor
Yes
Weekly
Apartment
1,045
51,174
60
Male
2,859
Single
2
Master's
Employed
20.525641
Suburban
Premium
null
13
478
9
2022-07-26 15:21:39.092127
Poor
Yes
Monthly
House
526
51,175
38
Male
6,988
Divorced
2
High School
null
20.333923
Urban
Premium
0
8
823
4
2020-03-27 15:21:39.176717
Poor
No
Monthly
Apartment
857
51,176
56
Female
24,035
Married
3
PhD
null
12.898326
Urban
Premium
0
15
612
5
2020-01-21 15:21:39.250151
Poor
No
Monthly
Condo
860
51,177
55
Female
1,460
Single
0
Bachelor's
Unemployed
44.160146
Suburban
Basic
3
5
620
6
2021-05-04 15:21:39.265513
null
Yes
Rarely
Apartment
2,167
51,178
45
Male
24,264
Divorced
3
PhD
Employed
29.027329
Suburban
Basic
0
13
471
1
2019-08-19 15:21:39.133866
Average
Yes
Rarely
House
1,309
51,179
60
Female
14,961
Single
0
Master's
null
32.858642
Urban
Comprehensive
null
7
617
2
2021-08-05 15:21:39.222387
Average
Yes
Monthly
House
794
51,180
26
Female
9,091
Divorced
2
High School
null
34.569792
Urban
Premium
null
5
825
7
2022-10-07 15:21:39.134960
Good
No
Weekly
House
1,708
51,181
34
Female
27,894
Married
4
Master's
Self-Employed
null
Urban
Basic
null
14
472
8
2021-12-19 15:21:39.134960
Poor
Yes
Rarely
Condo
34
51,182
43
Male
71,428
Married
4
Bachelor's
Self-Employed
12.449989
Urban
Comprehensive
2
3
398
3
2024-02-23 15:21:39.219432
Poor
No
Daily
Apartment
632
51,183
40
Female
null
Divorced
2
Master's
Unemployed
15.814942
Urban
Comprehensive
null
6
null
9
2021-02-06 15:21:39.155231
null
No
Daily
House
190
51,184
34
Female
81,574
Divorced
0
PhD
Unemployed
15.848267
Urban
Comprehensive
null
1
434
6
2021-10-14 15:21:39.175719
Good
Yes
Weekly
Condo
1,215
51,185
28
Female
2,690
Divorced
2
High School
Self-Employed
5.789992
Rural
Premium
null
11
391
9
2023-09-14 15:21:39.132191
Average
Yes
Daily
Apartment
1,315
51,186
19
Female
5,825
Divorced
1
Master's
Unemployed
25.726648
Suburban
Comprehensive
3
12
522
6
2021-02-13 15:21:39.134960
Average
No
Rarely
House
1,110
51,187
26
Female
25,069
Single
0
Master's
Unemployed
14.479524
Suburban
Comprehensive
0
10
762
3
2021-02-08 15:21:39.237118
Good
Yes
Daily
House
855
51,188
45
Female
5,570
Single
3
PhD
null
26.079593
Suburban
Premium
2
13
493
4
2023-12-22 15:21:39.192212
Average
No
Weekly
Condo
818
51,189
31
Male
36,351
Single
1
Bachelor's
null
11.744674
Suburban
Comprehensive
2
6
775
5
2022-12-02 15:21:39.091080
Average
No
Rarely
Apartment
2,271
51,190
51
Male
18,054
Married
2
Bachelor's
Self-Employed
28.48648
Urban
Comprehensive
null
6
515
7
2020-01-02 15:21:39.235012
Poor
No
Rarely
Apartment
2,695
51,191
57
Female
1,210
Divorced
3
High School
Self-Employed
21.567808
Urban
Premium
3
14
null
8
2022-05-08 15:21:39.116179
Poor
No
Daily
Condo
1,054
51,192
44
Male
675
Married
2
Master's
Employed
28.945362
Rural
Comprehensive
1
1
null
4
2023-04-26 15:21:39.237118
Average
Yes
Weekly
Apartment
2,722
51,193
21
Female
66,263
Single
2
Bachelor's
Self-Employed
51.255701
Suburban
Premium
3
3
513
9
2024-06-26 15:21:39.274993
Average
Yes
Monthly
House
1,491
51,194
53
Female
null
Married
0
PhD
null
19.78777
Rural
Comprehensive
2
5
447
3
2021-06-26 15:21:39.134960
Poor
Yes
Monthly
Apartment
477
51,195
54
Male
68,821
Divorced
4
PhD
null
42.924944
Suburban
Comprehensive
null
5
522
2
2021-02-14 15:21:39.155231
Average
Yes
Rarely
Apartment
110
51,196
26
Male
1,039
null
0
High School
null
49.895118
Suburban
Basic
null
0
498
9
2022-12-06 15:21:39.147735
Good
No
Daily
Condo
588
51,197
50
Male
9,081
Married
2
High School
Employed
12.868758
Suburban
Basic
null
15
308
6
2022-08-20 15:21:39.237118
Average
No
Weekly
Apartment
1,541
51,198
39
Female
17,649
Single
0
Master's
Unemployed
18.584412
Rural
Basic
1
13
439
3
2023-01-31 15:21:39.171102
Poor
No
Daily
Apartment
1,204
51,199
27
Female
34,298
Married
null
Bachelor's
Unemployed
43.571959
Urban
Comprehensive
1
17
750
6
2022-03-07 15:21:39.085129
Average
No
Weekly
Condo
859