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
35,100
44
Female
24,885
Married
3
PhD
Employed
24.8265
Urban
Basic
null
0
656
5
2023-04-30 15:21:39.122134
Average
No
Rarely
Condo
1,422
35,101
45
Male
8,807
Divorced
3
PhD
null
9.923242
Urban
Comprehensive
null
18
600
6
2020-08-02 15:21:39.205850
Good
No
Weekly
Condo
762
35,102
53
Male
29,759
Divorced
3
High School
Employed
23.15393
Suburban
Comprehensive
0
9
463
8
2023-06-24 15:21:39.176717
Good
No
Rarely
Condo
36
35,103
23
Female
627
Married
null
PhD
Unemployed
25.824547
Suburban
Comprehensive
2
4
713
1
2023-05-04 15:21:39.155231
Poor
Yes
Daily
Apartment
29
35,104
27
Female
45,161
Married
3
PhD
Employed
29.673495
Urban
Basic
null
18
523
1
2023-10-25 15:21:39.235012
Average
Yes
Rarely
House
1,714
35,105
34
Male
24,294
Married
4
Master's
Employed
9.450051
Rural
Premium
1
16
585
5
2021-05-20 15:21:39.155231
Poor
Yes
Daily
Apartment
717
35,106
42
Male
null
Married
3
High School
Self-Employed
34.634502
Rural
Premium
0
2
837
9
2023-04-13 15:21:39.094752
Average
No
Weekly
Apartment
343
35,107
49
Male
44,722
Single
2
PhD
Employed
50.07668
Urban
Basic
0
13
647
9
2022-09-23 15:21:39.237118
Poor
Yes
Rarely
Condo
614
35,108
60
Male
38,991
Married
4
PhD
Employed
6.918798
Rural
Basic
0
2
728
6
2021-10-15 15:21:39.237118
Average
Yes
Weekly
House
714
35,109
33
Female
63,395
Married
0
High School
Employed
23.038198
Urban
Premium
0
9
453
2
2024-08-04 15:21:39.155231
Good
Yes
Rarely
House
1,197
35,110
45
Male
715
Single
1
PhD
Self-Employed
null
Suburban
Premium
0
6
573
9
2021-02-13 15:21:39.092127
Good
No
Weekly
House
571
35,111
29
Female
55,904
Single
4
Bachelor's
Employed
51.272694
Rural
Premium
null
13
334
1
2023-02-10 15:21:39.209847
Good
No
Monthly
House
1,572
35,112
42
Female
127,052
Married
null
Master's
Self-Employed
47.844303
Suburban
Comprehensive
0
16
304
5
2023-06-18 15:21:39.155231
Average
No
Weekly
Condo
1,231
35,113
29
Male
114,483
Single
2
Bachelor's
Self-Employed
29.813017
Suburban
Basic
3
1
631
9
2022-06-14 15:21:39.202448
Poor
Yes
Weekly
Condo
278
35,114
49
Female
null
Single
3
Master's
Self-Employed
17.051446
Suburban
Basic
2
9
734
4
2019-12-25 15:21:39.095696
Average
No
Daily
Condo
2,855
35,115
59
Male
3,397
Married
4
Bachelor's
Employed
30.711896
Urban
Premium
1
1
387
6
2021-10-25 15:21:39.132191
Good
Yes
Monthly
Condo
1,994
35,116
21
Male
5,838
Divorced
4
PhD
Unemployed
null
Urban
Premium
null
18
691
9
2022-05-04 15:21:39.169102
Average
Yes
Monthly
Condo
48
35,117
30
Male
24,761
Divorced
1
Bachelor's
Unemployed
28.596587
Urban
Basic
0
18
723
4
2023-09-10 15:21:39.237118
Good
Yes
Rarely
House
652
35,118
57
Male
13,070
Divorced
1
Master's
Unemployed
24.677785
Rural
Basic
0
14
null
9
2023-02-22 15:21:39.276901
Average
No
Daily
Condo
1,871
35,119
27
Male
54,869
Married
4
High School
null
31.992709
Rural
Comprehensive
2
2
607
3
2024-07-27 15:21:39.274993
Average
Yes
Weekly
Apartment
3,440
35,120
23
Female
30,361
Divorced
4
Master's
null
11.759637
Suburban
Premium
1
8
657
8
2020-06-20 15:21:39.190215
Poor
Yes
Daily
House
44
35,121
28
Male
7,094
Married
4
Master's
Unemployed
27.128957
Rural
Basic
1
6
581
9
2023-02-25 15:21:39.192212
Average
No
Weekly
Apartment
704
35,122
50
Female
67,904
Divorced
2
Master's
null
30.85317
Suburban
Basic
null
10
759
2
2020-11-12 15:21:39.281787
null
No
Monthly
Apartment
2,289
35,123
38
Female
27,961
Single
1
Bachelor's
Employed
23.234413
Suburban
Premium
null
11
486
7
2021-11-02 15:21:39.131192
Poor
No
Weekly
House
1,819
35,124
53
Female
38,224
Married
3
PhD
Employed
15.9858
Suburban
Basic
1
14
623
1
2024-04-08 15:21:39.134960
null
No
Daily
Apartment
108
35,125
21
Male
35,330
Single
1
PhD
Self-Employed
26.536868
Urban
Premium
1
11
659
8
2023-11-04 15:21:39.134960
null
No
Weekly
Condo
1,194
35,126
26
Male
35,200
Divorced
3
PhD
Employed
35.928147
Urban
Comprehensive
1
10
646
9
2023-04-02 15:21:39.155231
Average
No
Weekly
Condo
481
35,127
60
Female
null
null
2
PhD
null
24.354813
Rural
Basic
3
9
431
1
2021-01-17 15:21:39.193945
Average
No
Weekly
Apartment
1,071
35,128
36
Male
68,014
Divorced
0
PhD
null
28.413814
Suburban
Basic
2
0
493
5
2023-08-27 15:21:39.264504
Average
No
Daily
Condo
22
35,129
31
Male
9,366
Single
3
High School
Unemployed
21.814349
Urban
Basic
null
5
null
8
2022-06-22 15:21:39.134960
Average
Yes
Daily
House
1,032
35,130
27
Female
471
Married
4
Master's
null
21.988158
Suburban
Basic
0
3
652
3
2020-05-23 15:21:39.134960
Average
No
Monthly
Condo
305
35,131
42
Female
null
Divorced
0
High School
Employed
29.348412
Urban
Premium
3
2
529
3
2022-09-14 15:21:39.082499
Good
Yes
Weekly
Apartment
2,143
35,132
60
Male
78,786
Married
4
Bachelor's
null
20.59294
Suburban
Basic
0
6
472
4
2020-01-01 15:21:39.155231
Average
No
Daily
Condo
2,355
35,133
50
Female
1,646
Divorced
0
Bachelor's
null
6.09474
Urban
Comprehensive
4
10
579
3
2022-06-02 15:21:39.256696
Average
Yes
Daily
House
471
35,134
24
Male
5,549
Single
3
Bachelor's
Unemployed
4.838112
Urban
Comprehensive
3
1
804
2
2023-10-21 15:21:39.200452
Average
Yes
Weekly
Apartment
431
35,135
29
Male
140,722
Single
4
Master's
Unemployed
null
Suburban
Premium
2
3
765
5
2022-04-14 15:21:39.290098
Average
Yes
Weekly
Apartment
22
35,136
50
Male
5,942
Divorced
3
High School
null
31.064707
Rural
Comprehensive
0
16
564
6
2022-05-22 15:21:39.250151
Poor
Yes
Rarely
Apartment
1,762
35,137
62
Male
17,210
Single
0
Master's
Unemployed
34.317961
Rural
Premium
null
0
532
3
2023-04-08 15:21:39.207847
Average
Yes
Weekly
Apartment
720
35,138
26
Female
47,172
Married
0
Master's
null
48.513533
Rural
Premium
2
9
711
4
2022-06-23 15:21:39.082499
Poor
Yes
Monthly
Condo
2,762
35,139
35
Male
37,279
Single
0
Master's
Self-Employed
33.998521
Urban
Comprehensive
null
11
710
1
2020-02-11 15:21:39.155231
Average
No
Rarely
Apartment
1,128
35,140
24
Female
107,605
Married
0
PhD
null
23.148345
Suburban
Premium
2
13
null
2
2020-09-21 15:21:39.267454
Good
Yes
Rarely
Apartment
161
35,141
31
Male
45,550
Divorced
3
Master's
Unemployed
25.412918
Urban
Premium
1
15
null
5
2021-08-20 15:21:39.200452
Good
Yes
Rarely
House
793
35,142
22
Female
41,311
Single
0
PhD
Employed
41.72469
Suburban
Premium
1
19
null
4
2022-11-24 15:21:39.237118
Average
No
Daily
Apartment
1,795
35,143
24
Male
2,398
Divorced
1
High School
Employed
34.983689
Urban
Comprehensive
2
19
727
4
2023-03-05 15:21:39.134960
Poor
Yes
Rarely
Apartment
740
35,144
48
Female
16,259
Married
4
Master's
Employed
20.746997
Suburban
Premium
1
10
327
4
2020-10-31 15:21:39.105504
Average
No
Monthly
Apartment
484
35,145
33
Female
null
Single
1
Bachelor's
Self-Employed
29.636941
Urban
Premium
1
13
357
4
2020-08-04 15:21:39.109552
Poor
Yes
Weekly
Condo
417
35,146
38
Male
25,806
Married
3
Master's
Employed
42.797061
Suburban
Basic
0
8
524
5
2020-07-23 15:21:39.206847
Poor
Yes
Daily
Condo
1,821
35,147
18
Female
44,243
Divorced
3
Master's
Self-Employed
27.859535
Rural
Basic
null
15
634
3
2022-07-28 15:21:39.206847
Poor
No
Rarely
Apartment
2,892
35,148
56
Male
2,630
Divorced
0
Bachelor's
Self-Employed
12.844156
Suburban
Comprehensive
null
8
800
5
2024-06-06 15:21:39.261856
Poor
No
Monthly
Apartment
1,995
35,149
40
Female
12,665
Married
1
High School
Self-Employed
23.967985
Rural
Premium
2
5
602
2
2020-01-25 15:21:39.117183
Poor
No
Daily
Condo
1,263
35,150
64
Male
43,983
Single
3
High School
null
25.879438
Urban
Premium
3
7
659
8
2023-10-09 15:21:39.184157
Poor
Yes
Daily
Apartment
696
35,151
51
Male
25,166
Single
1
Bachelor's
Employed
null
Urban
Basic
1
5
null
2
2024-01-16 15:21:39.164044
Poor
Yes
Rarely
House
1,203
35,152
53
Female
25,309
Divorced
1
Bachelor's
Self-Employed
22.037138
Rural
Basic
0
5
449
6
2024-03-18 15:21:39.155231
Average
Yes
Daily
Apartment
1,094
35,153
18
Female
149,399
Single
4
PhD
Self-Employed
4.396689
Urban
Comprehensive
null
18
344
1
2022-07-23 15:21:39.149731
Good
No
Monthly
Condo
71
35,154
33
Male
12,042
Single
null
High School
Employed
25.489944
Suburban
Comprehensive
2
10
417
6
2021-07-01 15:21:39.134960
Poor
Yes
Monthly
Apartment
516
35,155
22
Male
15,776
Married
3
Master's
null
10.896032
Suburban
Comprehensive
1
3
834
8
2020-03-02 15:21:39.108562
Average
No
Weekly
Apartment
1,982
35,156
18
Male
25,881
Married
0
PhD
Employed
36.822129
Suburban
Comprehensive
null
12
719
6
2024-03-06 15:21:39.134960
Good
Yes
Rarely
Condo
24
35,157
59
Female
32,417
Married
4
PhD
null
26.967306
Suburban
Basic
null
18
512
4
2020-04-24 15:21:39.250151
Poor
Yes
Weekly
Apartment
1,824
35,158
23
Female
17,078
Divorced
2
PhD
Self-Employed
12.007534
Urban
Comprehensive
null
8
439
5
2022-10-12 15:21:39.276901
Good
Yes
Monthly
Condo
49
35,159
46
Female
43,884
Divorced
1
Master's
Self-Employed
5.846003
Rural
Premium
null
14
472
8
2019-12-28 15:21:39.248098
Average
Yes
Rarely
Condo
731
35,160
64
Male
605
Divorced
3
Master's
Employed
31.581564
Suburban
Premium
null
5
746
1
2023-09-16 15:21:39.119168
Good
Yes
Weekly
Condo
48
35,161
56
Male
16,459
Single
4
Bachelor's
Self-Employed
26.619687
Suburban
Comprehensive
1
16
589
1
2019-12-28 15:21:39.272456
Poor
No
Rarely
Condo
466
35,162
28
Female
55,426
Married
3
Master's
Unemployed
18.587835
Suburban
Basic
2
5
482
2
2024-07-15 15:21:39.206847
Average
No
Daily
House
2,414
35,163
43
Female
20,283
Divorced
null
High School
null
26.412914
Suburban
Comprehensive
0
18
514
4
2024-07-26 15:21:39.218388
Good
No
Rarely
Condo
2,635
35,164
38
Male
111,070
Single
0
Bachelor's
Self-Employed
46.928304
Urban
Comprehensive
0
7
322
4
2023-11-19 15:21:39.087123
Poor
No
Monthly
House
176
35,165
38
Female
9,988
Married
0
Bachelor's
null
28.881327
Urban
Basic
1
6
null
5
2020-01-04 15:21:39.219432
Poor
No
Rarely
House
846
35,166
34
Female
36,302
Single
null
PhD
null
12.925974
Urban
Basic
1
5
538
3
2023-07-30 15:21:39.247098
Poor
Yes
Weekly
House
159
35,167
30
Male
105,559
Divorced
3
Master's
null
42.653061
Rural
Comprehensive
0
2
766
7
2020-01-25 15:21:39.109552
Good
Yes
Monthly
Apartment
277
35,168
46
Male
3,135
Married
0
High School
Employed
35.50585
Suburban
Premium
0
17
779
7
2021-04-19 15:21:39.214388
Good
No
Rarely
House
34
35,169
24
Male
44,667
Married
1
PhD
Self-Employed
27.907364
Urban
Basic
null
16
754
2
2022-11-18 15:21:39.120168
Average
Yes
Monthly
Condo
605
35,170
49
Female
79,302
Single
2
Master's
Unemployed
25.843021
Suburban
Premium
null
17
749
3
2023-01-08 15:21:39.155231
Poor
Yes
Monthly
Condo
271
35,171
60
Male
17,059
Married
4
Bachelor's
Unemployed
8.268023
Rural
Comprehensive
null
1
null
7
2022-07-17 15:21:39.155231
Good
No
Weekly
Apartment
2,968
35,172
25
Male
20,389
Divorced
1
Bachelor's
null
28.926256
Suburban
Basic
1
18
565
8
2022-11-06 15:21:39.199447
Average
No
Weekly
House
841
35,173
60
Male
44,777
Married
2
High School
Unemployed
20.010534
Rural
Comprehensive
null
12
592
2
2023-12-27 15:21:39.092127
Poor
Yes
Weekly
House
902
35,174
28
Female
39,881
Single
1
PhD
Employed
43.625569
Rural
Premium
1
19
598
7
2024-03-05 15:21:39.259648
Average
Yes
Rarely
Apartment
4,342
35,175
63
Male
16,737
Married
2
High School
Unemployed
25.723557
Urban
Comprehensive
0
8
624
9
2022-01-09 15:21:39.095696
Average
Yes
Weekly
Apartment
131
35,176
60
Female
30,562
Divorced
1
High School
null
16.266422
Rural
Premium
0
19
665
9
2022-08-26 15:21:39.155231
Poor
No
Monthly
Condo
1,764
35,177
null
Female
10,981
Single
2
Master's
Self-Employed
30.064889
Rural
Premium
1
12
509
5
2022-02-17 15:21:39.237118
Good
Yes
Daily
Apartment
860
35,178
25
Female
4,899
Single
1
Bachelor's
Employed
17.45985
Rural
Basic
1
4
459
6
2020-05-21 15:21:39.280784
Poor
No
Daily
House
793
35,179
49
Male
16,082
Divorced
2
Master's
null
46.890237
Rural
Premium
3
13
null
8
2022-03-28 15:21:39.120168
Average
Yes
Weekly
Apartment
1,204
35,180
63
Male
80,538
Married
3
High School
Self-Employed
51.953354
Urban
Comprehensive
1
11
567
8
2022-03-28 15:21:39.289099
Good
No
Monthly
Apartment
1,052
35,181
25
Female
16,082
Divorced
1
PhD
null
42.019878
Suburban
Comprehensive
null
12
612
2
2023-01-24 15:21:39.155231
Poor
No
Monthly
House
1,218
35,182
38
Male
18,671
Married
4
Master's
Employed
42.068346
Suburban
Premium
0
6
364
3
2021-08-05 15:21:39.102694
Poor
No
Weekly
Condo
803
35,183
55
Male
92,557
Married
null
PhD
null
44.068407
Urban
Basic
2
15
541
4
2022-11-22 15:21:39.080440
Average
No
Weekly
Condo
153
35,184
22
Female
82,596
Married
2
Bachelor's
Self-Employed
11.716174
Rural
Premium
0
13
543
5
2022-11-04 15:21:39.134960
Good
No
Monthly
Condo
411
35,185
28
Female
131,813
Single
0
Bachelor's
Employed
5.817853
Suburban
Basic
null
0
422
5
2020-06-21 15:21:39.119168
null
No
Monthly
House
597
35,186
47
Male
87,073
Divorced
2
Bachelor's
null
33.556447
Rural
Comprehensive
1
12
null
5
2022-11-03 15:21:39.102694
Poor
Yes
Daily
Condo
253
35,187
56
Female
47,179
Single
1
PhD
null
22.554914
Suburban
Basic
null
9
534
3
2022-05-30 15:21:39.187211
Average
Yes
Weekly
House
45
35,188
59
Female
11,526
Married
null
Bachelor's
null
31.934111
Rural
Premium
2
17
443
8
2020-12-03 15:21:39.134960
Good
No
Rarely
Condo
938
35,189
50
Male
11,406
Single
3
Master's
Unemployed
19.988276
Suburban
Comprehensive
1
11
419
8
2023-05-03 15:21:39.124659
Good
No
Daily
House
2,357
35,190
52
Female
91,570
Married
3
High School
Self-Employed
27.259924
Suburban
Comprehensive
null
11
372
6
2019-11-19 15:21:39.176717
Poor
Yes
Daily
Condo
3,098
35,191
24
Male
26,351
Single
3
Bachelor's
null
19.953695
Rural
Comprehensive
2
3
573
7
2021-03-20 15:21:39.207847
Average
No
Monthly
Apartment
509
35,192
54
Male
1,349
Married
null
Master's
null
null
Rural
Basic
0
15
null
5
2020-02-18 15:21:39.253660
Average
Yes
Weekly
Condo
662
35,193
27
Male
104,514
Single
2
Bachelor's
Employed
36.056493
Suburban
Premium
0
11
340
3
2022-06-30 15:21:39.208842
Poor
Yes
Monthly
Condo
1,069
35,194
49
Male
115,542
Married
0
Bachelor's
null
32.120796
Urban
Basic
2
1
312
6
2024-02-10 15:21:39.248098
Poor
No
Monthly
House
990
35,195
28
Female
2,301
Single
2
High School
Self-Employed
18.019548
Rural
Premium
1
1
null
8
2021-11-15 15:21:39.184157
Poor
Yes
Daily
House
2,034
35,196
30
Female
95,940
Married
1
Bachelor's
null
10.38696
Suburban
Comprehensive
null
13
558
9
2019-10-13 15:21:39.244069
Average
Yes
Monthly
Apartment
262
35,197
43
Female
17,784
Divorced
1
Bachelor's
Self-Employed
35.865104
Urban
Premium
0
18
663
3
2020-09-13 15:21:39.182597
Average
Yes
Monthly
House
24
35,198
44
Female
2,688
Divorced
0
Bachelor's
Self-Employed
19.798878
Rural
Basic
1
0
818
9
2020-12-14 15:21:39.194829
Poor
Yes
Monthly
Apartment
2,937
35,199
57
Female
18,457
Divorced
2
Master's
null
16.183787
Urban
Premium
null
7
751
6
2021-09-11 15:21:39.126661
Good
Yes
Weekly
House
609