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
1,168,100
53
Male
40,753
Divorced
4
Bachelor's
null
37.294908
Suburban
Comprehensive
0
7
null
5
2022-10-25 15:21:39.222387
Good
No
Weekly
Apartment
1,123
1,168,101
54
Female
11,703
Divorced
3
Master's
Unemployed
45.283563
Rural
Comprehensive
null
14
676
9
2024-08-13 15:21:39.180553
Poor
No
Weekly
Apartment
1,597
1,168,102
38
Female
null
Single
3
Master's
null
null
Rural
Basic
null
5
464
5
2022-08-25 15:21:39.167099
Good
No
Daily
Condo
2,060
1,168,103
63
Male
1,191
Single
3
PhD
Self-Employed
36.643379
Rural
Premium
1
13
802
5
2020-06-03 15:21:39.261856
Good
No
Monthly
House
2,145
1,168,104
32
Female
40,940
Married
3
High School
null
null
Rural
Basic
2
0
752
6
2020-12-02 15:21:39.144722
Good
Yes
Weekly
Apartment
1,390
1,168,105
64
Female
34,493
Married
3
Master's
Employed
50.839215
Rural
Basic
0
13
402
7
2020-08-03 15:21:39.290098
Poor
No
Rarely
House
815
1,168,106
45
Female
null
Divorced
0
High School
null
49.099105
Rural
Basic
2
10
518
1
2024-07-14 15:21:39.121169
Average
No
Rarely
Apartment
2,088
1,168,107
37
Female
30,021
Single
1
Bachelor's
null
18.632607
Urban
Comprehensive
2
10
586
3
2020-06-29 15:21:39.208842
Poor
No
Monthly
Apartment
319
1,168,108
26
Female
83,515
Single
2
Master's
Self-Employed
22.081546
Rural
Premium
0
1
455
9
2021-07-13 15:21:39.123711
Good
No
Rarely
Apartment
2,144
1,168,109
61
Male
26,296
Single
0
Master's
Unemployed
39.847243
Rural
Comprehensive
1
13
696
9
2023-01-30 15:21:39.237118
Poor
No
Daily
Apartment
1,810
1,168,110
25
Female
11,864
null
0
PhD
Unemployed
44.933418
Rural
Basic
1
17
548
6
2024-02-21 15:21:39.186212
Good
Yes
Weekly
Apartment
1,355
1,168,111
29
Male
37,659
Single
3
Bachelor's
Unemployed
43.068242
Rural
Premium
0
12
769
8
2024-06-12 15:21:39.155231
Good
Yes
Monthly
Apartment
1,069
1,168,112
null
Male
1,007
Married
2
High School
Unemployed
16.836705
Rural
Basic
0
8
327
4
2023-03-16 15:21:39.155231
Poor
No
Daily
House
107
1,168,113
26
Male
24,252
Divorced
0
Bachelor's
Employed
21.564319
Urban
Premium
null
2
552
9
2022-06-10 15:21:39.134960
Good
No
Daily
Apartment
1,180
1,168,114
62
Male
null
Divorced
1
Master's
Employed
8.294318
Rural
Comprehensive
0
3
357
7
2019-08-17 15:21:39.134960
Good
No
Rarely
Condo
1,270
1,168,115
40
Male
4,928
Divorced
4
High School
null
22.839231
Rural
Premium
1
15
474
5
2024-05-30 15:21:39.155231
Poor
No
Rarely
Condo
995
1,168,116
25
Male
null
Divorced
3
PhD
Employed
12.664833
Rural
Premium
0
7
799
5
2020-08-11 15:21:39.134960
Poor
No
Rarely
Condo
392
1,168,117
44
Male
61,411
Single
0
PhD
Employed
27.959577
Rural
Basic
null
2
326
2
2024-05-11 15:21:39.155231
Good
Yes
Daily
Apartment
1,563
1,168,118
35
Male
38,305
Single
3
High School
null
34.929377
Rural
Premium
0
7
747
1
2020-08-05 15:21:39.155231
Good
Yes
Monthly
Apartment
1,032
1,168,119
18
Female
10,255
Single
4
Master's
Unemployed
25.084564
Suburban
Basic
2
0
707
7
2023-08-22 15:21:39.080440
Poor
Yes
Rarely
Apartment
3,379
1,168,120
55
Female
82,486
Married
null
Master's
Unemployed
17.260095
Urban
Premium
0
12
345
2
2022-11-22 15:21:39.257696
Poor
Yes
Weekly
Condo
1,336
1,168,121
62
Male
63,989
Single
2
Master's
null
20.170732
Rural
Premium
2
3
821
8
2022-03-07 15:21:39.237118
Good
Yes
Monthly
Condo
150
1,168,122
38
Female
47,485
Divorced
3
Master's
null
14.377318
Suburban
Comprehensive
2
5
592
9
2024-05-13 15:21:39.194829
Good
No
Monthly
Apartment
73
1,168,123
50
Female
29,073
Married
1
PhD
Self-Employed
13.458981
Rural
Basic
1
9
826
8
2022-08-30 15:21:39.134960
null
Yes
Weekly
Apartment
432
1,168,124
47
Female
12,623
Married
3
Bachelor's
Unemployed
35.544969
Urban
Premium
1
11
343
3
2020-04-07 15:21:39.089116
Average
Yes
Monthly
Apartment
854
1,168,125
36
Male
40,258
Divorced
null
PhD
Unemployed
48.76918
Urban
Premium
0
13
841
4
2022-01-05 15:21:39.244069
Average
No
Monthly
Apartment
467
1,168,126
43
Male
121,337
Divorced
2
High School
Unemployed
5.823351
Urban
Premium
2
0
762
4
2020-02-17 15:21:39.155231
Average
Yes
Weekly
Apartment
2,559
1,168,127
31
Male
12,086
Divorced
4
High School
Employed
35.919463
Suburban
Premium
1
13
null
9
2021-02-11 15:21:39.281787
Good
No
Monthly
House
1,132
1,168,128
null
Female
47,876
Married
null
Master's
null
20.351596
Rural
Basic
1
5
393
3
2023-07-12 15:21:39.207847
Good
Yes
Weekly
House
1,804
1,168,129
47
Male
81,637
null
4
High School
Employed
40.148915
Urban
Comprehensive
3
13
716
3
2024-06-26 15:21:39.155231
Good
Yes
Weekly
Apartment
532
1,168,130
55
Female
135,574
Single
0
Bachelor's
Unemployed
null
Rural
Comprehensive
1
9
379
7
2020-11-03 15:21:39.150730
Poor
Yes
Rarely
House
1,005
1,168,131
36
Male
null
Married
1
PhD
null
19.91318
Urban
Basic
2
12
690
8
2023-11-21 15:21:39.147735
Poor
Yes
Weekly
Condo
35
1,168,132
61
Female
43,936
Single
0
Bachelor's
null
20.928006
Rural
Basic
1
4
573
6
2023-09-07 15:21:39.188220
Poor
No
Rarely
Apartment
687
1,168,133
64
Female
44,182
Married
4
Master's
Employed
20.838225
Urban
Premium
0
0
683
3
2023-03-23 15:21:39.086123
Average
Yes
Daily
Apartment
156
1,168,134
40
Female
38,916
Divorced
1
High School
null
18.06864
Suburban
Comprehensive
1
15
549
5
2021-12-16 15:21:39.085129
Average
Yes
Monthly
Condo
456
1,168,135
29
Male
9,143
Single
null
Bachelor's
Unemployed
31.286494
Suburban
Comprehensive
1
14
307
6
2020-01-07 15:21:39.132191
Good
No
Weekly
Condo
3,514
1,168,136
56
Male
758
Married
null
Master's
null
null
Suburban
Premium
0
12
320
1
2020-11-15 15:21:39.252145
Good
No
Monthly
Condo
1,381
1,168,137
27
Male
44,969
Single
3
Master's
null
36.41583
Rural
Basic
null
15
566
1
2024-02-01 15:21:39.237118
Poor
Yes
Weekly
House
1,157
1,168,138
58
Male
44,747
Divorced
null
Bachelor's
Unemployed
22.845508
Suburban
Basic
null
4
687
8
2024-05-05 15:21:39.107553
Average
No
Monthly
Apartment
522
1,168,139
35
Female
23,122
Married
3
PhD
Self-Employed
6.967528
Rural
Comprehensive
0
11
613
4
2020-12-29 15:21:39.190215
Good
Yes
Weekly
Apartment
628
1,168,140
30
Male
28,983
Single
0
Bachelor's
Employed
44.97989
Rural
Basic
null
5
729
4
2020-01-02 15:21:39.172097
Poor
Yes
Daily
House
461
1,168,141
60
Male
null
Married
3
High School
Unemployed
27.958606
Rural
Comprehensive
1
17
803
8
2022-03-20 15:21:39.146733
Poor
No
Weekly
House
234
1,168,142
43
Female
21,377
Single
0
Master's
null
51.226231
Rural
Comprehensive
1
18
799
5
2021-05-03 15:21:39.130190
Poor
Yes
Daily
Condo
213
1,168,143
19
Male
null
Divorced
4
High School
null
27.292878
Suburban
Basic
0
17
398
1
2022-06-06 15:21:39.134960
Poor
No
Monthly
Apartment
3,446
1,168,144
19
Female
1,411
Single
3
PhD
Employed
null
Suburban
Premium
1
3
578
7
2022-01-15 15:21:39.207847
Poor
Yes
Daily
House
1,407
1,168,145
42
Female
72,234
Married
4
High School
null
14.064442
Suburban
Comprehensive
null
18
547
2
2019-08-25 15:21:39.155231
null
Yes
Monthly
House
2,408
1,168,146
52
Male
39,172
Married
3
Bachelor's
Self-Employed
23.93634
Rural
Premium
1
7
513
3
2022-02-05 15:21:39.253660
Average
No
Daily
Condo
1,672
1,168,147
59
Female
73,942
Married
4
Master's
null
44.266881
Rural
Basic
3
9
742
8
2020-02-24 15:21:39.111551
null
Yes
Daily
House
961
1,168,148
20
Male
9,406
Single
null
Bachelor's
Unemployed
22.717224
Urban
Basic
null
9
774
5
2023-08-01 15:21:39.109552
Average
Yes
Monthly
Condo
1,005
1,168,149
35
Female
71,231
Divorced
1
Bachelor's
Employed
42.830979
Suburban
Basic
1
18
null
9
2022-01-20 15:21:39.283783
Average
No
Monthly
House
110
1,168,150
20
Male
35,591
Single
2
High School
Self-Employed
31.535571
Urban
Premium
0
1
702
6
2023-11-28 15:21:39.256696
Good
No
Daily
Condo
2,997
1,168,151
20
Male
5,729
Married
0
PhD
null
46.92339
Suburban
Premium
null
0
434
8
2022-06-02 15:21:39.196387
Poor
Yes
Monthly
Condo
809
1,168,152
34
Female
null
Married
1
Bachelor's
null
47.145514
Suburban
Comprehensive
null
12
573
1
2022-08-27 15:21:39.122134
Good
Yes
Weekly
House
119
1,168,153
55
Male
52,409
Divorced
1
Bachelor's
Employed
44.465743
Urban
Basic
0
12
373
7
2021-01-11 15:21:39.099739
Good
No
Daily
House
397
1,168,154
36
Male
135,958
Single
1
Master's
Employed
45.63713
Urban
Basic
4
4
661
9
2022-11-29 15:21:39.253660
Average
Yes
Weekly
Condo
2,479
1,168,155
46
Female
17,001
Single
2
Bachelor's
Unemployed
21.481013
Suburban
Premium
1
0
767
9
2021-04-30 15:21:39.279729
null
No
Weekly
Condo
67
1,168,156
57
Female
46,319
Single
3
High School
Self-Employed
24.934263
Urban
Premium
1
6
673
4
2022-08-01 15:21:39.086123
Poor
Yes
Weekly
Apartment
446
1,168,157
51
Male
70,445
Married
0
Bachelor's
Unemployed
22.41585
Rural
Comprehensive
4
5
544
1
2023-04-18 15:21:39.155231
Average
No
Rarely
Apartment
2,670
1,168,158
62
Male
35,411
Divorced
null
High School
Employed
51.543203
Suburban
Comprehensive
0
10
795
7
2020-09-14 15:21:39.192212
Good
Yes
Daily
House
629
1,168,159
46
Male
49,016
Single
2
PhD
null
18.488045
Urban
Premium
null
11
733
9
2020-05-04 15:21:39.106582
Average
No
Rarely
Apartment
48
1,168,160
null
Female
31,469
Married
4
High School
Employed
32.087023
Urban
Premium
1
19
595
3
2024-02-10 15:21:39.248098
Poor
No
Daily
House
988
1,168,161
49
Female
27,467
Single
1
High School
null
12.109629
Rural
Basic
1
15
554
1
2020-09-30 15:21:39.274993
null
No
Daily
House
651
1,168,162
29
Male
5,788
Divorced
2
Master's
null
5.082398
Rural
Premium
1
9
588
7
2020-11-24 15:21:39.120168
Poor
Yes
Weekly
Condo
1,773
1,168,163
57
Male
65,256
Married
2
PhD
Employed
13.80508
Rural
Comprehensive
1
7
609
1
2021-08-16 15:21:39.274993
Average
Yes
Rarely
Apartment
308
1,168,164
56
Female
15,516
Single
2
PhD
Unemployed
27.143897
Urban
Basic
1
2
null
2
2022-09-05 15:21:39.180553
Poor
Yes
Daily
House
1,099
1,168,165
44
Female
8,076
Single
1
PhD
null
null
Rural
Basic
0
9
518
1
2023-03-27 15:21:39.288099
null
No
Daily
Condo
875
1,168,166
49
Female
588
Single
0
Master's
null
12.491915
Rural
Comprehensive
2
16
493
1
2019-11-01 15:21:39.117183
Average
No
Daily
Condo
557
1,168,167
40
Female
42,170
Married
2
High School
Employed
17.41991
Urban
Comprehensive
null
8
538
1
2021-07-12 15:21:39.134960
Average
No
Daily
Apartment
2,321
1,168,168
58
Female
3,895
Single
1
PhD
null
18.545968
Urban
Basic
1
13
577
1
2022-11-29 15:21:39.118178
Good
No
Weekly
Apartment
2,880
1,168,169
48
Male
67,733
Single
3
High School
null
33.885105
Rural
Comprehensive
0
12
336
7
2021-04-16 15:21:39.128286
Good
No
Daily
Condo
1,456
1,168,170
47
Female
18,086
Divorced
4
High School
Self-Employed
6.924587
Rural
Comprehensive
null
2
439
3
2020-04-14 15:21:39.131192
Poor
Yes
Rarely
Apartment
462
1,168,171
54
Female
120,961
Single
null
Master's
null
26.57497
Rural
Comprehensive
2
8
686
7
2021-07-01 15:21:39.254678
null
Yes
Daily
Condo
742
1,168,172
21
Female
101,807
Married
4
Master's
Self-Employed
21.263139
Urban
Basic
0
19
342
5
2020-11-19 15:21:39.168099
Good
Yes
Rarely
Condo
952
1,168,173
51
Male
130,849
null
2
Bachelor's
Unemployed
14.749357
Urban
Comprehensive
2
18
746
7
2023-10-06 15:21:39.121169
Poor
No
Rarely
Condo
2,110
1,168,174
30
Female
51,630
Divorced
1
Bachelor's
Employed
9.503947
Rural
Basic
2
3
788
8
2021-02-15 15:21:39.205850
Poor
No
Monthly
House
39
1,168,175
18
Male
null
Single
3
Master's
null
11.552821
Rural
Premium
1
2
429
4
2023-11-25 15:21:39.109552
Good
No
Weekly
Apartment
176
1,168,176
63
Female
109,605
Divorced
4
High School
Employed
37.87911
Urban
Basic
null
9
515
6
2024-01-09 15:21:39.113566
null
No
Monthly
House
312
1,168,177
45
Female
17,992
Divorced
4
Bachelor's
Employed
33.663431
Suburban
Basic
2
12
691
1
2022-11-25 15:21:39.237118
Average
Yes
Daily
Condo
3,469
1,168,178
44
Female
7,814
Married
0
Bachelor's
null
45.083008
Suburban
Comprehensive
null
2
352
9
2024-06-28 15:21:39.155231
Average
Yes
Monthly
House
449
1,168,179
23
Male
16,646
Divorced
4
Master's
Employed
26.390946
Suburban
Comprehensive
2
7
null
4
2021-10-14 15:21:39.165120
Poor
Yes
Monthly
Apartment
453
1,168,180
60
Male
43,414
Single
3
Master's
null
11.950926
Rural
Premium
0
17
354
5
2021-05-11 15:21:39.180553
Average
No
Monthly
Condo
1,919
1,168,181
24
Female
143,681
Divorced
null
Master's
Self-Employed
14.497817
Urban
Premium
1
15
547
1
2019-08-17 15:21:39.218388
Good
No
Monthly
House
2,071
1,168,182
60
Female
2,956
Single
4
PhD
Employed
37.508933
Urban
Premium
1
19
473
8
2023-04-15 15:21:39.134960
Average
Yes
Weekly
House
1,718
1,168,183
19
Male
5,835
Single
2
High School
Self-Employed
26.959359
Rural
Comprehensive
0
17
630
1
2023-07-12 15:21:39.098696
Good
Yes
Weekly
House
1,714
1,168,184
null
Female
5,055
Divorced
4
High School
Employed
23.086877
Urban
Premium
null
7
492
2
2020-07-20 15:21:39.237118
Average
Yes
Weekly
House
1,560
1,168,185
39
Male
30,991
Single
0
PhD
Unemployed
22.986364
Urban
Comprehensive
1
2
525
8
2024-07-18 15:21:39.092127
Poor
No
Daily
House
588
1,168,186
52
Female
24,280
Single
0
Bachelor's
Unemployed
5.865266
Urban
Comprehensive
0
3
null
5
2021-07-24 15:21:39.237118
Poor
Yes
Weekly
Condo
112
1,168,187
64
Female
66,971
Divorced
2
PhD
Unemployed
24.424816
Urban
Comprehensive
0
19
476
5
2020-12-06 15:21:39.131192
Average
Yes
Monthly
Apartment
2,917
1,168,188
24
Male
60,947
Married
1
PhD
null
15.616576
Suburban
Comprehensive
0
0
506
3
2020-01-03 15:21:39.092127
Average
No
Monthly
Condo
2,135
1,168,189
28
Male
17,093
Divorced
3
PhD
Unemployed
5.714218
Rural
Basic
0
16
null
5
2024-02-19 15:21:39.172097
Poor
Yes
Weekly
Apartment
719
1,168,190
33
Female
51,598
Married
0
PhD
Self-Employed
20.534785
Rural
Basic
1
3
356
8
2019-10-27 15:21:39.256696
Average
No
Monthly
House
3,869
1,168,191
43
Female
17,086
Divorced
1
High School
Self-Employed
37.879472
Suburban
Comprehensive
null
1
542
5
2021-11-07 15:21:39.155231
Average
No
Rarely
House
514
1,168,192
56
Female
16,149
Single
1
High School
Unemployed
44.87914
Suburban
Basic
1
17
592
6
2020-12-15 15:21:39.115178
Poor
No
Monthly
Condo
588
1,168,193
50
Male
2,858
Married
1
High School
Self-Employed
28.206658
Urban
Basic
3
17
595
1
2022-10-15 15:21:39.231531
Poor
No
Rarely
Condo
1,238
1,168,194
47
Female
86,693
Married
0
PhD
Unemployed
50.302399
Rural
Basic
2
10
320
9
2020-08-15 15:21:39.086123
Average
Yes
Daily
House
881
1,168,195
56
Male
6,056
Divorced
3
High School
Self-Employed
23.823963
Suburban
Comprehensive
null
4
826
6
2021-12-30 15:21:39.254678
Good
Yes
Rarely
Condo
683
1,168,196
23
Female
143,438
Single
1
Master's
Unemployed
15.646826
Suburban
Comprehensive
1
0
382
4
2023-05-29 15:21:39.246098
Poor
Yes
Weekly
Condo
437
1,168,197
59
Female
58,429
Divorced
null
Master's
Employed
14.948106
Urban
Comprehensive
1
15
492
3
2020-09-01 15:21:39.080440
Average
Yes
Monthly
Apartment
3,624
1,168,198
48
Male
30,836
Married
1
Master's
null
28.984514
Suburban
Premium
null
13
378
3
2020-03-23 15:21:39.205850
Average
No
Daily
Condo
27
1,168,199
35
Female
10,093
Divorced
1
High School
Employed
32.882799
Urban
Premium
null
1
707
4
2022-03-11 15:21:39.134960
Good
No
Daily
Condo
508