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
1,171,200
38
Male
4,496
Divorced
0
Master's
Unemployed
16.976063
Rural
Comprehensive
null
5
810
4
2019-10-29 15:21:39.155231
Average
No
Weekly
Apartment
921
1,171,201
23
Female
11,428
Single
2
PhD
Employed
27.826933
Suburban
Comprehensive
3
9
577
1
2020-10-31 15:21:39.278402
Poor
Yes
Rarely
Apartment
1,658
1,171,202
31
Female
26,482
Married
2
Master's
null
20.780017
Suburban
Basic
3
12
582
3
2022-02-06 15:21:39.109552
null
Yes
Weekly
House
3,306
1,171,203
58
Female
12,129
Single
3
High School
Unemployed
17.955795
Rural
Basic
0
16
666
9
2022-02-18 15:21:39.134960
Average
Yes
Weekly
House
129
1,171,204
20
Female
25,776
Married
0
Bachelor's
Unemployed
42.362464
Suburban
Basic
null
1
742
3
2019-10-13 15:21:39.207847
Poor
Yes
Rarely
House
3,977
1,171,205
61
Male
null
Single
0
Master's
Self-Employed
16.939804
Rural
Basic
null
19
323
2
2022-03-18 15:21:39.221386
null
Yes
Monthly
Condo
684
1,171,206
21
Male
47,761
Single
4
Master's
Self-Employed
6.087828
Urban
Basic
null
16
840
1
2023-07-10 15:21:39.267454
Good
No
Weekly
House
115
1,171,207
33
Female
3,067
Married
1
PhD
null
4.056342
Suburban
Basic
1
5
488
7
2023-10-31 15:21:39.123711
Average
No
Monthly
Apartment
2,886
1,171,208
24
Male
14,406
Married
0
PhD
Employed
16.038633
Suburban
Basic
0
3
537
2
2022-11-30 15:21:39.134960
Average
No
Monthly
Condo
778
1,171,209
42
Male
146,917
Married
0
Bachelor's
null
26.722847
Rural
Comprehensive
0
8
645
9
2020-02-17 15:21:39.107553
Good
No
Rarely
House
150
1,171,210
63
Female
35,644
Divorced
4
Bachelor's
Employed
34.627817
Urban
Basic
2
16
774
7
2020-06-19 15:21:39.102694
Poor
Yes
Weekly
House
774
1,171,211
46
Male
3,518
Divorced
1
PhD
Self-Employed
11.271768
Suburban
Comprehensive
1
5
706
3
2024-03-15 15:21:39.155231
Poor
Yes
Daily
Condo
1,871
1,171,212
24
Male
null
Married
1
Master's
null
36.002629
Rural
Basic
2
14
578
2
2021-02-14 15:21:39.237118
Poor
Yes
Monthly
Condo
218
1,171,213
51
Male
30,892
Divorced
2
High School
Self-Employed
6.329835
Suburban
Basic
0
14
676
7
2021-09-04 15:21:39.155231
Average
Yes
Daily
Condo
538
1,171,214
37
Female
16,054
Single
2
Bachelor's
null
43.571818
Suburban
Comprehensive
2
17
821
3
2021-08-11 15:21:39.237118
Poor
No
Weekly
Condo
661
1,171,215
37
Male
66,330
Single
1
Master's
Self-Employed
30.809543
Rural
Comprehensive
null
15
356
7
2021-04-20 15:21:39.248098
Poor
No
Rarely
Apartment
2,817
1,171,216
21
Female
81
Married
2
High School
Self-Employed
40.876154
Suburban
Comprehensive
null
18
722
1
2023-03-20 15:21:39.095696
Poor
No
Rarely
Apartment
2,076
1,171,217
54
Female
71,778
null
4
Bachelor's
Employed
8.647738
Suburban
Comprehensive
1
19
709
6
2020-03-02 15:21:39.202448
Average
No
Rarely
Apartment
24
1,171,218
40
Male
null
Married
1
Master's
Employed
33.79356
Urban
Basic
1
2
756
9
2021-04-10 15:21:39.194829
Poor
No
Weekly
Apartment
115
1,171,219
47
Male
16,078
Divorced
1
Master's
Self-Employed
9.944311
Rural
Basic
null
3
730
2
2023-08-04 15:21:39.149731
Poor
No
Daily
House
557
1,171,220
29
Male
1,003
Married
2
Master's
null
25.39704
Urban
Basic
1
8
622
7
2022-10-05 15:21:39.134960
Average
No
Weekly
House
29
1,171,221
20
Female
5,547
Single
1
Master's
Self-Employed
26.570137
Rural
Premium
0
13
677
7
2020-03-14 15:21:39.181605
Average
Yes
Weekly
Condo
639
1,171,222
44
Female
1,592
Married
3
Bachelor's
Unemployed
13.090952
Suburban
Basic
0
2
402
2
2024-01-16 15:21:39.133866
Poor
No
Monthly
Condo
1,450
1,171,223
44
Female
538
Single
3
PhD
Unemployed
24.739185
Suburban
Premium
4
4
null
3
2023-07-21 15:21:39.102694
Average
No
Rarely
House
1,452
1,171,224
58
Male
17,104
Married
4
PhD
null
43.2047
Urban
Basic
0
4
712
6
2022-12-24 15:21:39.237118
Good
Yes
Weekly
House
51
1,171,225
50
Male
32,078
Divorced
1
PhD
Employed
16.867447
Suburban
Basic
1
16
609
7
2023-10-04 15:21:39.226954
Poor
Yes
Weekly
House
320
1,171,226
60
Male
2,665
Married
3
Master's
null
30.309301
Suburban
Premium
null
16
319
3
2021-10-01 15:21:39.271453
Good
No
Weekly
House
1,992
1,171,227
59
Male
2,575
Married
1
High School
Self-Employed
null
Urban
Comprehensive
1
14
589
4
2021-05-31 15:21:39.151732
Poor
Yes
Weekly
House
1,101
1,171,228
63
Male
15,456
Married
null
PhD
Self-Employed
22.486831
Rural
Premium
null
12
588
5
2019-09-09 15:21:39.134960
Poor
Yes
Rarely
House
2,143
1,171,229
38
Male
17,069
Divorced
1
PhD
Employed
15.938651
Rural
Comprehensive
null
8
null
5
2023-12-23 15:21:39.143708
Poor
Yes
Daily
Condo
1,083
1,171,230
48
Male
61,939
Married
0
Master's
Employed
21.231337
Rural
Comprehensive
2
5
319
4
2024-05-26 15:21:39.180553
Good
No
Monthly
House
2,465
1,171,231
63
Male
22,031
Divorced
1
Master's
null
24.522007
Rural
Premium
null
10
311
3
2023-09-02 15:21:39.204790
Good
No
Weekly
House
2,149
1,171,232
60
Female
123,886
Divorced
1
Master's
Employed
23.019327
Rural
Comprehensive
1
13
322
3
2022-09-25 15:21:39.263607
Good
Yes
Rarely
Condo
3,107
1,171,233
62
Female
38,501
Divorced
null
Bachelor's
Unemployed
50.746286
Rural
Premium
0
13
582
6
2022-05-13 15:21:39.085129
Poor
Yes
Monthly
Apartment
2,048
1,171,234
18
Male
3,653
Married
1
High School
null
24.813923
Suburban
Basic
null
9
465
1
2020-08-11 15:21:39.190215
Poor
Yes
Daily
Apartment
539
1,171,235
24
Male
1,135
Married
3
Master's
Unemployed
null
Rural
Comprehensive
0
6
531
8
2022-11-11 15:21:39.134960
Good
Yes
Monthly
Apartment
717
1,171,236
64
Female
2,521
Single
3
PhD
null
32.064866
Urban
Premium
0
0
676
3
2019-11-12 15:21:39.082499
null
No
Monthly
Condo
3,254
1,171,237
40
Female
82,991
Single
4
High School
null
36.096091
Suburban
Basic
1
8
470
6
2021-05-27 15:21:39.134960
Good
No
Weekly
Condo
191
1,171,238
43
Male
18,091
Divorced
2
Bachelor's
null
49.73541
Suburban
Comprehensive
null
18
731
2
2023-06-21 15:21:39.218388
Average
Yes
Monthly
Condo
1,647
1,171,239
32
Male
3,398
Married
2
High School
Employed
34.865765
Urban
Basic
3
2
444
8
2022-06-12 15:21:39.095696
Average
Yes
Monthly
House
290
1,171,240
28
Female
33,749
Married
2
PhD
Employed
27.810046
Urban
Premium
null
0
547
5
2023-07-04 15:21:39.259648
Poor
No
Monthly
House
2,305
1,171,241
48
Male
29,702
Divorced
null
High School
Self-Employed
null
Urban
Basic
null
13
583
2
2019-08-28 15:21:39.134960
Good
Yes
Monthly
Apartment
1,118
1,171,242
31
Male
10,169
Married
1
Master's
Unemployed
25.26181
Urban
Comprehensive
0
14
609
1
2022-06-15 15:21:39.134960
Poor
Yes
Weekly
Condo
107
1,171,243
41
Female
5,894
Divorced
2
Bachelor's
null
39.518075
Suburban
Comprehensive
null
8
470
6
2024-07-19 15:21:39.087123
Average
Yes
Weekly
House
535
1,171,244
33
Female
3,490
Married
4
High School
Employed
27.948159
Urban
Premium
1
3
695
9
2021-10-22 15:21:39.134960
Good
Yes
Monthly
Condo
32
1,171,245
49
Male
77,835
Divorced
3
Master's
Unemployed
13.003219
Rural
Comprehensive
null
5
430
8
2022-04-26 15:21:39.134960
Good
No
Monthly
Condo
535
1,171,246
54
Male
14,053
Married
2
Bachelor's
Unemployed
24.865235
Rural
Basic
null
14
799
4
2023-12-21 15:21:39.237118
Average
Yes
Weekly
Apartment
3,167
1,171,247
30
Female
18,063
Married
1
PhD
Employed
9.624586
Suburban
Basic
null
13
624
9
2023-03-07 15:21:39.092127
Good
No
Daily
Condo
474
1,171,248
31
Female
149,830
Divorced
null
Master's
null
null
Rural
Basic
1
11
357
6
2022-04-14 15:21:39.147735
Good
Yes
Monthly
Condo
2,174
1,171,249
52
Female
28,665
Married
4
PhD
Employed
13.49498
Rural
Basic
1
6
784
3
2021-06-12 15:21:39.251142
Poor
No
Rarely
Condo
653
1,171,250
42
Male
4,433
Single
null
High School
Employed
18.849245
Rural
Premium
1
13
370
9
2024-04-05 15:21:39.237118
Good
No
Weekly
House
624
1,171,251
44
Female
43,846
Divorced
1
Master's
Self-Employed
13.84855
Rural
Basic
0
1
488
4
2020-08-28 15:21:39.155231
Average
Yes
Daily
Condo
1,442
1,171,252
63
Female
49,517
Single
2
PhD
null
5.01773
Rural
Basic
3
1
482
2
2023-07-04 15:21:39.094752
Good
Yes
Monthly
Condo
3,079
1,171,253
30
Male
72,522
Married
3
High School
Self-Employed
10.008061
Urban
Basic
0
9
345
5
2020-04-20 15:21:39.237118
Good
Yes
Daily
Apartment
1,403
1,171,254
45
Male
6,529
Divorced
null
Bachelor's
Self-Employed
null
Urban
Basic
1
16
null
8
2021-05-08 15:21:39.134960
Good
Yes
Daily
Apartment
961
1,171,255
46
Female
24,552
Married
2
Master's
Unemployed
17.160862
Rural
Comprehensive
null
17
599
6
2024-04-12 15:21:39.180553
Poor
Yes
Weekly
Apartment
492
1,171,256
18
Male
19,293
Married
4
Bachelor's
Self-Employed
22.933501
Suburban
Premium
null
10
482
9
2023-09-22 15:21:39.155231
Average
Yes
Daily
House
337
1,171,257
26
Female
24,256
Divorced
null
Master's
Unemployed
15.183675
Suburban
Basic
0
4
495
6
2020-04-11 15:21:39.155231
Poor
No
Weekly
Apartment
992
1,171,258
30
Male
35,808
Married
3
High School
null
16.83927
Rural
Basic
null
18
null
1
2023-06-03 15:21:39.186212
Good
Yes
Rarely
Condo
1,534
1,171,259
61
Female
69,129
Divorced
1
Bachelor's
null
51.982649
Urban
Basic
1
8
688
2
2023-12-19 15:21:39.181605
Good
Yes
Rarely
Apartment
196
1,171,260
45
Female
9,690
Married
4
High School
Self-Employed
22.878018
Suburban
Premium
1
10
697
4
2020-06-15 15:21:39.105504
Good
No
Daily
Apartment
1,241
1,171,261
28
Male
3,342
Divorced
1
Master's
Employed
43.849489
Rural
Basic
1
8
472
2
2024-02-11 15:21:39.170099
Good
No
Monthly
House
549
1,171,262
36
Female
21,382
Married
0
Bachelor's
Employed
47.898143
Urban
Comprehensive
1
1
704
5
2022-08-15 15:21:39.183598
Poor
No
Daily
House
1,116
1,171,263
57
Female
143,365
Married
2
Bachelor's
Employed
9.163616
Urban
Basic
2
4
433
4
2021-12-27 15:21:39.134960
Poor
No
Rarely
Apartment
100
1,171,264
39
Female
20,397
Single
0
Master's
Self-Employed
35.82673
Urban
Basic
2
0
536
6
2023-09-30 15:21:39.279729
Average
Yes
Monthly
Apartment
1,312
1,171,265
40
Female
38,509
Single
1
PhD
Unemployed
43.440149
Rural
Comprehensive
null
1
846
5
2020-11-04 15:21:39.194829
Average
No
Rarely
Apartment
524
1,171,266
60
Male
116,619
Married
2
PhD
null
26.771428
Rural
Comprehensive
null
4
459
8
2022-07-31 15:21:39.086123
Average
Yes
Daily
Condo
24
1,171,267
27
Female
73,889
Divorced
2
Master's
null
null
Urban
Basic
0
8
787
8
2023-10-24 15:21:39.134960
Average
No
Monthly
House
3,448
1,171,268
43
Female
38,969
Divorced
4
Bachelor's
Unemployed
17.006917
Suburban
Basic
1
2
682
3
2024-07-11 15:21:39.202448
Poor
No
Weekly
Condo
1,509
1,171,269
61
Female
6,072
Married
1
Bachelor's
Self-Employed
35.36659
Urban
Comprehensive
0
18
null
5
2022-09-15 15:21:39.125660
Good
No
Monthly
House
994
1,171,270
44
Male
71,165
Married
1
PhD
Self-Employed
34.913227
Rural
Comprehensive
0
0
572
7
2023-03-09 15:21:39.107553
Average
No
Daily
Condo
208
1,171,271
null
Male
7,079
Married
2
High School
Employed
39.037927
Rural
Comprehensive
0
8
797
7
2022-04-16 15:21:39.134960
Average
Yes
Daily
House
1,238
1,171,272
43
Male
4,527
Single
4
Master's
Employed
6.634204
Urban
Premium
2
7
751
8
2019-12-10 15:21:39.134960
Average
Yes
Daily
House
583
1,171,273
38
Female
939
Single
1
High School
Unemployed
7.712361
Urban
Basic
null
18
632
2
2019-08-25 15:21:39.134960
Poor
Yes
Daily
Apartment
711
1,171,274
46
Male
34,491
Divorced
4
High School
Self-Employed
18.175465
Urban
Comprehensive
1
16
null
3
2024-01-12 15:21:39.203442
Good
Yes
Monthly
Apartment
885
1,171,275
51
Female
25,654
Married
3
PhD
Employed
36.591069
Urban
Basic
0
2
837
6
2022-08-17 15:21:39.134960
Good
No
Daily
Condo
1,107
1,171,276
44
Female
15,103
Married
0
Master's
Self-Employed
29.016665
Urban
Basic
0
14
701
2
2023-11-25 15:21:39.125660
Average
Yes
Daily
House
1,221
1,171,277
48
Male
93,915
Single
4
Bachelor's
Employed
51.404524
Suburban
Premium
null
9
829
7
2020-04-21 15:21:39.208842
Poor
No
Rarely
House
654
1,171,278
30
Female
24,997
Married
2
PhD
null
15.555883
Suburban
Comprehensive
null
0
676
9
2024-02-22 15:21:39.134960
Good
No
Weekly
House
1,253
1,171,279
63
Male
23,755
Single
1
High School
Self-Employed
23.935004
Suburban
Premium
1
17
null
4
2021-07-09 15:21:39.116179
Poor
No
Weekly
Apartment
952
1,171,280
64
Female
44,204
Single
2
High School
Employed
28.750168
Rural
Comprehensive
null
9
711
7
2022-07-17 15:21:39.216387
Good
Yes
Monthly
Apartment
1,158
1,171,281
54
Male
76,680
Single
0
Master's
Self-Employed
22.092916
Rural
Premium
0
8
379
4
2022-03-11 15:21:39.155231
Poor
Yes
Daily
Apartment
493
1,171,282
23
Male
51,928
Single
1
Bachelor's
Self-Employed
42.52454
Urban
Premium
null
14
329
3
2023-03-05 15:21:39.105504
Good
No
Monthly
Apartment
1,090
1,171,283
64
Female
18,391
Married
3
PhD
Self-Employed
14.479821
Suburban
Premium
2
13
636
2
2020-02-21 15:21:39.260856
Good
Yes
Rarely
Condo
4,890
1,171,284
56
Male
140,564
Married
4
Master's
Employed
43.845137
Suburban
Comprehensive
5
18
642
2
2021-04-27 15:21:39.093681
Average
No
Monthly
Condo
2,558
1,171,285
57
Male
45,519
Divorced
null
Bachelor's
Unemployed
38.00982
Urban
Premium
2
2
null
3
2019-12-04 15:21:39.220389
Poor
Yes
Weekly
Condo
430
1,171,286
49
Male
4,919
Single
null
High School
Self-Employed
26.539691
Suburban
Basic
1
16
446
2
2019-09-16 15:21:39.173834
Average
No
Monthly
Apartment
1,708
1,171,287
53
Male
23,487
Divorced
4
Bachelor's
Employed
6.70164
Rural
Basic
null
17
null
8
2022-08-18 15:21:39.194829
Poor
No
Rarely
Apartment
3,375
1,171,288
19
Male
20,076
Divorced
2
Master's
null
10.855646
Rural
Comprehensive
null
10
846
1
2024-05-26 15:21:39.268507
Poor
Yes
Monthly
House
1,799
1,171,289
61
Male
8,930
Single
null
High School
Self-Employed
22.471098
Rural
Premium
1
17
817
4
2022-07-23 15:21:39.091080
Poor
Yes
Weekly
Apartment
3,352
1,171,290
33
Female
83,922
Single
4
Master's
Employed
22.791229
Suburban
Basic
null
15
639
4
2022-09-04 15:21:39.103944
Poor
No
Monthly
Apartment
355
1,171,291
19
Female
3,635
Single
3
Master's
Self-Employed
8.160984
Rural
Comprehensive
2
19
null
5
2023-01-08 15:21:39.286113
Average
No
Monthly
House
479
1,171,292
38
Female
11,575
Divorced
4
Master's
null
12.996524
Rural
Basic
5
0
544
7
2021-05-16 15:21:39.196387
Good
Yes
Rarely
House
2,524
1,171,293
27
Male
5,173
Divorced
2
Bachelor's
Unemployed
27.592467
Urban
Basic
0
14
319
6
2021-09-03 15:21:39.176717
Poor
Yes
Daily
House
2,196
1,171,294
29
Male
27,773
Married
1
Master's
Unemployed
6.928287
Suburban
Comprehensive
0
10
518
4
2023-05-02 15:21:39.134960
Good
Yes
Rarely
Condo
668
1,171,295
20
Female
85,174
Divorced
null
PhD
Unemployed
24.204411
Suburban
Premium
null
1
301
9
2020-09-13 15:21:39.246098
Poor
Yes
Rarely
Condo
3,168
1,171,296
25
Female
4,838
Single
4
Master's
Unemployed
40.924021
Suburban
Comprehensive
null
1
null
7
2023-02-26 15:21:39.134960
Average
No
Weekly
Apartment
2,344
1,171,297
64
Female
30,393
Single
4
Bachelor's
Self-Employed
null
Urban
Basic
0
5
null
3
2022-05-08 15:21:39.090124
Average
Yes
Daily
House
1,763
1,171,298
21
Male
72,422
Married
0
High School
Self-Employed
12.633588
Rural
Basic
2
15
486
3
2021-07-06 15:21:39.266452
Average
Yes
Daily
Condo
1,898
1,171,299
34
Female
104,926
Single
4
High School
Employed
52.83893
Suburban
Premium
1
3
364
6
2020-02-23 15:21:39.211806
Good
No
Monthly
House
1,284