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
36,100
32
Female
34,111
Married
2
PhD
Self-Employed
14.13655
Urban
Premium
null
7
585
3
2020-08-15 15:21:39.214388
Average
No
Weekly
House
581
36,101
64
Female
90,841
Divorced
3
Master's
Self-Employed
22.49276
Suburban
Comprehensive
0
12
329
5
2024-06-23 15:21:39.204790
null
Yes
Daily
Apartment
783
36,102
29
Male
9,894
Married
null
High School
Unemployed
9.924745
Suburban
Basic
3
0
723
5
2020-06-25 15:21:39.268507
null
No
Monthly
Condo
1,327
36,103
26
Female
11,863
Divorced
0
Master's
Employed
17.037775
Urban
Basic
1
16
816
2
2023-08-29 15:21:39.155231
Average
Yes
Daily
House
25
36,104
28
Female
5,099
Divorced
2
Master's
null
34.177835
Urban
Premium
2
3
null
9
2022-02-09 15:21:39.087123
Average
Yes
Weekly
Apartment
111
36,105
48
Male
59,596
Divorced
0
Master's
Self-Employed
12.170835
Urban
Comprehensive
3
1
440
6
2023-01-31 15:21:39.126661
Average
Yes
Rarely
Condo
1,251
36,106
46
Male
58,943
Married
0
Bachelor's
Unemployed
32.865988
Suburban
Basic
null
16
352
7
2020-05-01 15:21:39.155231
Good
No
Rarely
Condo
613
36,107
51
Male
18,082
Married
3
High School
null
19.639111
Urban
Basic
null
19
645
2
2020-05-02 15:21:39.237118
Average
Yes
Monthly
House
870
36,108
24
Male
16,649
Divorced
1
PhD
Self-Employed
50.793567
Suburban
Basic
0
10
734
1
2021-05-17 15:21:39.261856
Average
Yes
Monthly
Condo
477
36,109
32
Male
1,064
Single
1
PhD
Employed
25.719284
Urban
Basic
0
7
456
1
2023-09-11 15:21:39.197445
Good
No
Daily
House
1,375
36,110
63
Male
24,145
Married
2
High School
null
18.782294
Rural
Premium
0
1
742
8
2023-05-26 15:21:39.224915
Poor
No
Weekly
Apartment
40
36,111
35
Male
9,087
Divorced
0
Bachelor's
Employed
null
Urban
Comprehensive
2
17
657
7
2021-03-25 15:21:39.216387
Average
No
Monthly
Apartment
1,576
36,112
43
Female
null
Divorced
3
PhD
Self-Employed
19.557766
Rural
Basic
2
16
359
6
2024-07-13 15:21:39.194829
Good
No
Weekly
Apartment
1,294
36,113
64
Female
24,280
Single
1
High School
Unemployed
4.295913
Suburban
Premium
0
18
657
6
2023-03-30 15:21:39.218388
Good
No
Weekly
Apartment
936
36,114
52
Female
19,770
Single
1
Bachelor's
Self-Employed
22.873649
Urban
Comprehensive
null
9
772
2
2023-01-20 15:21:39.155231
null
No
Monthly
Condo
1,827
36,115
64
Female
24,897
Divorced
4
Master's
null
8.470131
Suburban
Basic
1
8
531
8
2020-08-08 15:21:39.231531
Good
No
Rarely
House
932
36,116
21
Male
null
Married
3
High School
Self-Employed
51.80489
Urban
Basic
1
10
521
4
2024-01-14 15:21:39.095696
Poor
No
Monthly
Apartment
1,773
36,117
61
Female
null
Married
null
PhD
Self-Employed
47.694048
Rural
Basic
null
8
453
2
2022-06-22 15:21:39.263607
Good
Yes
Rarely
Condo
2,160
36,118
24
Female
431
Single
null
Master's
Employed
24.973185
Rural
Premium
1
13
804
8
2021-10-18 15:21:39.100695
Good
Yes
Weekly
House
557
36,119
50
Female
35,273
Divorced
null
Master's
Unemployed
27.513878
Rural
Comprehensive
1
6
718
7
2021-03-29 15:21:39.248098
Poor
Yes
Daily
Apartment
131
36,120
28
Female
25,572
Married
3
Master's
Unemployed
22.05332
Suburban
Premium
3
13
840
9
2021-09-22 15:21:39.221386
Average
Yes
Weekly
Condo
1,459
36,121
45
Female
28,253
Divorced
4
High School
null
20.173793
Rural
Basic
null
19
844
3
2022-06-17 15:21:39.204790
Good
No
Monthly
Apartment
447
36,122
41
Male
53,486
Single
3
PhD
Self-Employed
33.108469
Urban
Comprehensive
3
1
312
1
2020-09-04 15:21:39.283783
null
Yes
Daily
House
737
36,123
55
Female
70,878
Divorced
3
High School
Self-Employed
35.845626
Rural
Premium
2
7
null
1
2020-09-13 15:21:39.174719
null
Yes
Monthly
House
736
36,124
42
Female
14,894
Divorced
1
Bachelor's
Unemployed
18.744376
Suburban
Premium
2
16
668
9
2021-09-17 15:21:39.095696
Good
No
Daily
Condo
23
36,125
56
Male
28,863
Divorced
4
PhD
null
22.318815
Rural
Comprehensive
null
5
434
3
2019-11-19 15:21:39.207847
Poor
No
Daily
House
919
36,126
53
Male
8,069
Single
2
PhD
Self-Employed
8.596907
Suburban
Basic
0
15
727
4
2023-07-31 15:21:39.081504
Average
No
Rarely
Apartment
1,089
36,127
23
Female
45,520
Married
0
PhD
null
11.844192
Urban
Basic
1
19
683
4
2022-07-15 15:21:39.221386
Good
Yes
Weekly
Apartment
422
36,128
48
Female
71,218
Married
3
PhD
null
null
Suburban
Comprehensive
null
11
524
5
2019-09-11 15:21:39.236064
Poor
Yes
Rarely
Condo
2,387
36,129
30
Male
739
Single
3
High School
Unemployed
26.912143
Rural
Basic
null
14
471
7
2022-04-16 15:21:39.180553
Good
Yes
Monthly
Apartment
1,060
36,130
null
Male
10,034
Single
null
High School
Self-Employed
43.663558
Urban
Basic
1
7
774
6
2024-02-19 15:21:39.259788
Average
No
Weekly
Condo
3,040
36,131
23
Female
96,691
Divorced
null
High School
Self-Employed
15.926777
Suburban
Comprehensive
2
3
406
1
2023-11-05 15:21:39.237118
Poor
No
Monthly
Condo
568
36,132
27
Female
55,829
Divorced
3
Master's
Unemployed
26.162566
Suburban
Comprehensive
1
11
839
6
2021-04-26 15:21:39.144722
Average
No
Weekly
House
98
36,133
27
Male
2,864
Divorced
3
PhD
Self-Employed
23.834999
Urban
Premium
1
13
677
9
2023-02-20 15:21:39.134960
Average
No
Daily
Condo
3,075
36,134
27
Female
36,623
Single
3
High School
null
5.095061
Suburban
Basic
null
7
543
2
2020-11-09 15:21:39.179186
Average
Yes
Rarely
House
120
36,135
51
Female
103,317
Single
2
High School
Self-Employed
9.553771
Urban
Comprehensive
null
10
395
1
2024-03-07 15:21:39.155231
Good
Yes
Weekly
Apartment
1,816
36,136
59
Male
46,781
Single
0
Bachelor's
Unemployed
26.132926
Rural
Basic
2
16
479
6
2019-10-29 15:21:39.122134
Poor
Yes
Monthly
Apartment
1,175
36,137
48
Female
70,557
Divorced
0
Master's
Unemployed
19.099549
Rural
Comprehensive
0
3
null
2
2022-03-24 15:21:39.237118
Good
Yes
Rarely
Apartment
107
36,138
41
Female
18,072
Married
null
Master's
Unemployed
4.088823
Urban
Comprehensive
1
7
319
3
2024-06-21 15:21:39.155231
Poor
Yes
Weekly
House
1,181
36,139
62
Male
1,345
Single
0
Master's
Employed
37.896684
Urban
Basic
null
12
616
9
2023-04-08 15:21:39.237118
Average
Yes
Rarely
House
2,080
36,140
22
Male
6,096
Divorced
null
Master's
null
17.766558
Rural
Basic
0
16
null
8
2023-04-02 15:21:39.123711
Good
Yes
Rarely
House
2,686
36,141
22
Male
27,925
Single
null
Master's
Self-Employed
10.944758
Urban
Premium
1
19
745
2
2020-11-10 15:21:39.251142
Poor
No
Monthly
Apartment
263
36,142
null
Male
16,054
Single
0
Master's
Employed
23.935005
Rural
Basic
1
16
663
1
2021-03-20 15:21:39.132191
Good
No
Weekly
Condo
627
36,143
35
Male
5,341
Divorced
0
High School
Employed
9.878157
Suburban
Basic
null
9
null
7
2024-04-16 15:21:39.134960
Good
Yes
Weekly
House
378
36,144
26
Female
5,254
Married
4
Master's
Unemployed
27.945502
Urban
Comprehensive
2
4
568
8
2021-05-10 15:21:39.244069
Poor
Yes
Rarely
Apartment
1,001
36,145
60
Male
10,761
Married
2
Bachelor's
Unemployed
15.955447
Suburban
Premium
1
7
487
4
2021-07-29 15:21:39.107553
Average
No
Daily
Condo
774
36,146
45
Male
3,817
Divorced
4
Master's
Self-Employed
29.907916
Urban
Comprehensive
1
10
472
1
2023-12-03 15:21:39.207847
Average
No
Daily
Condo
462
36,147
59
Female
8,892
Divorced
3
PhD
null
10.099444
Suburban
Comprehensive
null
12
733
6
2022-01-15 15:21:39.172097
Average
Yes
Monthly
Apartment
1,210
36,148
60
Female
18,094
Single
2
Master's
null
28.410618
Suburban
Comprehensive
1
10
824
9
2022-11-05 15:21:39.166062
Average
Yes
Weekly
House
102
36,149
58
Female
43,432
Divorced
1
PhD
null
8.004083
Suburban
Premium
null
7
569
9
2022-09-19 15:21:39.202448
Poor
Yes
Rarely
Apartment
476
36,150
48
Male
25,658
Married
3
Bachelor's
Self-Employed
17.158314
Suburban
Basic
1
0
null
6
2019-12-14 15:21:39.143708
Good
Yes
Rarely
House
1,386
36,151
34
Male
64,500
Single
2
Bachelor's
Self-Employed
39.903279
Urban
Basic
2
19
675
1
2021-07-08 15:21:39.155231
Average
Yes
Rarely
Apartment
24
36,152
37
Male
62,954
Single
3
Bachelor's
null
31.891295
Urban
Comprehensive
null
6
null
3
2020-11-19 15:21:39.177724
Good
Yes
Rarely
Condo
4,511
36,153
47
Male
23,456
Single
null
PhD
Self-Employed
14.096033
Suburban
Basic
0
8
758
2
2021-03-12 15:21:39.237118
Good
Yes
Weekly
Apartment
481
36,154
20
Male
96,448
Married
1
High School
Unemployed
21.502948
Rural
Premium
0
1
472
3
2020-10-02 15:21:39.283783
Good
No
Daily
Apartment
2,131
36,155
25
Female
43,949
Single
3
Bachelor's
Unemployed
41.569292
Urban
Premium
null
15
653
2
2021-11-23 15:21:39.282785
Poor
No
Rarely
House
1,221
36,156
22
Female
62,811
Single
0
Master's
Employed
null
Suburban
Comprehensive
null
19
421
5
2023-01-11 15:21:39.083497
Average
Yes
Weekly
Condo
684
36,157
22
Female
14,096
Divorced
0
Bachelor's
Self-Employed
18.128525
Rural
Premium
null
15
532
8
2022-08-23 15:21:39.110557
Good
Yes
Rarely
Apartment
38
36,158
62
Male
64,960
Single
0
Bachelor's
Self-Employed
21.908754
Suburban
Basic
0
19
411
1
2022-09-20 15:21:39.155231
Good
Yes
Rarely
House
2,422
36,159
60
Female
4,081
Single
4
Master's
null
37.896068
Rural
Premium
2
15
632
1
2023-11-09 15:21:39.190215
Good
Yes
Daily
Apartment
854
36,160
22
Female
39,267
Divorced
1
Bachelor's
Employed
9.31097
Urban
Comprehensive
null
1
722
1
2021-12-05 15:21:39.271453
Poor
Yes
Daily
Apartment
1,351
36,161
39
Female
8,791
Single
null
PhD
Employed
null
Urban
Basic
0
16
743
5
2022-03-06 15:21:39.223390
Average
Yes
Monthly
Condo
1,010
36,162
39
Male
3,193
Married
3
Bachelor's
Self-Employed
30.959421
Urban
Comprehensive
0
6
366
4
2021-10-02 15:21:39.110557
Poor
Yes
Weekly
House
1,342
36,163
38
Male
16,882
Single
3
Bachelor's
Self-Employed
12.935645
Suburban
Comprehensive
null
12
513
7
2021-03-30 15:21:39.217387
Poor
Yes
Daily
Apartment
2,105
36,164
59
Male
7,770
Single
2
High School
null
21.890205
Rural
Premium
0
19
321
1
2021-07-14 15:21:39.265513
Good
Yes
Rarely
Condo
4,327
36,165
42
Male
71,516
Divorced
4
Master's
Unemployed
15.524699
Rural
Comprehensive
null
10
468
9
2023-04-20 15:21:39.276388
null
Yes
Daily
House
772
36,166
20
Male
30,286
Married
0
PhD
null
50.782705
Rural
Premium
2
11
null
7
2024-01-25 15:21:39.182597
Poor
No
Rarely
Condo
1,620
36,167
32
Female
127,912
Single
3
Bachelor's
Self-Employed
5.789858
Suburban
Basic
1
2
324
3
2021-01-08 15:21:39.134960
Average
No
Monthly
Condo
1,260
36,168
43
Female
16,690
Single
0
Master's
Unemployed
20.272347
Suburban
Basic
0
13
804
3
2021-10-30 15:21:39.155231
Average
Yes
Rarely
Condo
572
36,169
39
Female
82,961
Married
3
Master's
null
19.777655
Suburban
Comprehensive
2
15
355
2
2023-05-20 15:21:39.232526
Poor
No
Rarely
Apartment
1,560
36,170
27
Female
25,962
Divorced
3
High School
Unemployed
null
Urban
Basic
1
4
576
9
2020-08-28 15:21:39.221386
Good
Yes
Rarely
Apartment
494
36,171
46
Male
11,200
Divorced
2
Master's
Self-Employed
30.945858
Urban
Premium
3
7
496
2
2023-02-05 15:21:39.245086
Average
No
Monthly
Condo
1,121
36,172
34
Female
5,848
Single
2
High School
Self-Employed
45.059952
Rural
Comprehensive
0
9
754
9
2019-08-29 15:21:39.170099
Good
No
Weekly
Apartment
523
36,173
42
Male
18,127
Single
1
PhD
null
5.346788
Suburban
Comprehensive
2
5
648
3
2023-06-10 15:21:39.182597
Good
Yes
Rarely
Apartment
617
36,174
18
Male
1,265
null
0
Master's
Employed
34.987501
Rural
Premium
1
4
822
9
2022-02-24 15:21:39.217387
Poor
Yes
Rarely
Apartment
435
36,175
35
Female
49,061
Married
2
Bachelor's
Self-Employed
21.047823
Suburban
Comprehensive
null
5
497
9
2023-05-28 15:21:39.225916
Poor
Yes
Daily
House
3,924
36,176
28
Male
4,066
Divorced
null
PhD
null
25.73959
Rural
Comprehensive
2
12
636
6
2023-07-31 15:21:39.283783
Good
No
Weekly
Condo
1,015
36,177
60
Female
null
Single
4
High School
Unemployed
33.322217
Suburban
Basic
2
10
553
4
2024-06-29 15:21:39.169102
Average
No
Daily
Apartment
37
36,178
31
Female
9,095
Single
2
Master's
null
23.857121
Urban
Comprehensive
null
2
null
4
2023-09-04 15:21:39.155231
Good
Yes
Weekly
House
1,348
36,179
56
Male
321
Single
2
High School
Unemployed
9.859487
Urban
Comprehensive
null
9
396
4
2020-04-17 15:21:39.245086
Average
No
Weekly
Condo
514
36,180
48
Female
35,244
Divorced
4
Master's
Self-Employed
44.156895
Urban
Basic
1
10
798
8
2022-01-04 15:21:39.259788
Average
Yes
Monthly
Condo
933
36,181
20
Male
51,631
Divorced
2
PhD
Unemployed
null
Suburban
Premium
null
19
519
3
2022-01-15 15:21:39.090124
Average
No
Monthly
House
2,687
36,182
57
Male
15,535
Divorced
4
PhD
Self-Employed
19.981614
Suburban
Premium
null
1
495
6
2024-04-24 15:21:39.155231
Good
Yes
Rarely
Apartment
101
36,183
21
Female
49,894
Married
0
High School
Employed
19.682023
Urban
Basic
1
18
582
9
2020-02-04 15:21:39.204790
null
No
Weekly
Condo
2,393
36,184
48
Male
91,054
Married
3
Master's
null
20.648629
Rural
Premium
0
4
538
8
2024-02-15 15:21:39.092127
null
No
Weekly
Condo
38
36,185
18
Male
16,963
Single
1
Master's
Self-Employed
50.437629
Urban
Basic
0
18
596
1
2023-02-11 15:21:39.155231
Average
No
Monthly
Apartment
703
36,186
33
Male
30,345
Single
0
PhD
Unemployed
9.552123
Urban
Basic
0
10
620
8
2019-10-05 15:21:39.164044
Good
No
Rarely
Apartment
2,381
36,187
34
Female
68,845
Married
3
PhD
Employed
null
Rural
Premium
5
19
549
6
2023-01-09 15:21:39.130190
Good
Yes
Monthly
Apartment
807
36,188
40
Male
18,671
Married
4
High School
Unemployed
null
Suburban
Premium
null
4
513
3
2022-09-05 15:21:39.134960
null
No
Rarely
Condo
1,044
36,189
54
Male
90,568
Divorced
3
High School
null
41.637483
Suburban
Comprehensive
null
9
425
6
2022-11-01 15:21:39.280784
Average
No
Monthly
Condo
395
36,190
19
Male
15,774
Single
0
PhD
null
22.148914
Suburban
Basic
0
18
807
5
2022-05-18 15:21:39.272456
Poor
Yes
Weekly
House
743
36,191
31
Female
52,168
Married
0
PhD
Employed
32.539177
Rural
Comprehensive
1
15
401
7
2022-08-17 15:21:39.250151
Good
Yes
Rarely
Apartment
1,108
36,192
33
Female
null
Divorced
1
Bachelor's
null
21.444428
Urban
Comprehensive
1
10
442
3
2022-02-19 15:21:39.080440
Poor
Yes
Daily
Apartment
434
36,193
26
Male
17
Married
4
PhD
Employed
48.122864
Suburban
Premium
1
9
null
5
2020-08-28 15:21:39.188220
Average
No
Weekly
Apartment
1,770
36,194
57
Female
10,967
Single
0
PhD
Employed
46.037173
Rural
Comprehensive
1
8
813
5
2021-02-26 15:21:39.148733
Average
Yes
Weekly
Apartment
2,099
36,195
63
Male
9,984
Divorced
2
Master's
null
34.945284
Suburban
Comprehensive
1
18
null
5
2020-07-01 15:21:39.155231
Average
Yes
Weekly
Apartment
1,215
36,196
59
Female
31,778
Single
3
Master's
Unemployed
9.8223
Suburban
Premium
1
14
504
2
2020-02-18 15:21:39.192212
Average
Yes
Monthly
House
503
36,197
60
Male
81,762
Married
null
Master's
Employed
36.811544
Suburban
Premium
0
3
null
2
2024-02-01 15:21:39.202448
Average
Yes
Monthly
Condo
348
36,198
49
Female
49,081
Married
0
Bachelor's
null
5.814988
Suburban
Basic
null
7
501
8
2020-01-04 15:21:39.149731
Poor
Yes
Daily
Apartment
2,826
36,199
37
Male
141,240
Single
2
High School
Unemployed
33.874003
Rural
Comprehensive
null
12
446
7
2021-04-09 15:21:39.099739
Good
Yes
Rarely
House
1,652