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
32,200
18
Male
146,092
Married
3
Bachelor's
null
6.383205
Suburban
Comprehensive
0
4
331
1
2020-03-17 15:21:39.123711
Poor
No
Rarely
Apartment
508
32,201
46
Female
52,443
Married
3
High School
Unemployed
26.654571
Suburban
Premium
0
5
300
3
2023-12-11 15:21:39.194829
Average
Yes
Daily
House
776
32,202
30
Female
18,076
Married
4
PhD
Employed
48.508765
Urban
Basic
4
5
696
6
2022-01-27 15:21:39.185215
Average
No
Weekly
Condo
1,681
32,203
26
Female
38,284
Single
3
PhD
Employed
9.849792
Urban
Premium
1
12
432
3
2020-09-22 15:21:39.259788
Poor
No
Rarely
House
1,679
32,204
33
Male
102,290
Single
2
High School
Employed
12.726015
Rural
Basic
2
12
408
7
2023-04-02 15:21:39.237118
Poor
No
Daily
Apartment
799
32,205
60
Male
71,686
Single
0
Master's
Self-Employed
51.956076
Urban
Premium
3
1
482
3
2022-01-24 15:21:39.144722
Good
No
Weekly
Apartment
1,639
32,206
41
Female
25,235
Divorced
3
Bachelor's
Employed
12.938275
Rural
Premium
null
11
426
1
2024-05-01 15:21:39.096739
null
No
Daily
Apartment
26
32,207
62
Male
53,353
Single
4
Bachelor's
Unemployed
42.135615
Rural
Comprehensive
0
10
394
8
2019-12-22 15:21:39.222387
Average
No
Rarely
House
110
32,208
22
Male
6,571
Divorced
null
PhD
null
25.13163
Urban
Premium
1
5
null
7
2024-01-01 15:21:39.130190
Average
No
Rarely
House
2,748
32,209
35
Male
34,689
Married
null
Master's
Self-Employed
43.483897
Rural
Basic
3
17
738
2
2023-07-24 15:21:39.109552
Average
No
Weekly
House
1,675
32,210
48
Female
6,909
Divorced
1
PhD
Employed
null
Urban
Comprehensive
null
1
690
3
2023-03-18 15:21:39.237118
Good
No
Daily
House
875
32,211
61
Female
22,567
Divorced
2
Bachelor's
Unemployed
39.719854
Suburban
Premium
1
17
836
2
2020-07-10 15:21:39.237118
Poor
No
Rarely
Condo
527
32,212
19
Male
123,770
Divorced
4
Bachelor's
Self-Employed
null
Urban
Basic
null
7
566
8
2020-05-26 15:21:39.134960
Good
Yes
Weekly
Condo
2,196
32,213
40
Male
25,249
Married
4
Master's
Self-Employed
20.629902
Suburban
Premium
2
8
666
4
2022-10-16 15:21:39.090124
Good
No
Rarely
House
949
32,214
37
Male
59,945
Married
4
Master's
null
36.723447
Rural
Basic
null
16
488
9
2024-06-04 15:21:39.250151
Poor
No
Daily
Condo
2,082
32,215
19
Male
58,662
Married
3
Master's
Self-Employed
20.817397
Suburban
Premium
1
1
497
7
2020-03-20 15:21:39.166062
Average
No
Weekly
House
3,171
32,216
26
Male
7,074
Single
0
Master's
Employed
null
Urban
Premium
null
9
658
3
2024-07-15 15:21:39.172097
Good
Yes
Monthly
Condo
1,204
32,217
49
Female
6,071
Divorced
3
High School
null
null
Rural
Basic
0
1
848
9
2024-01-24 15:21:39.248098
Poor
No
Monthly
Condo
2,131
32,218
37
Female
28,112
Married
4
PhD
Unemployed
38.646477
Urban
Basic
null
8
366
8
2022-12-09 15:21:39.192212
null
No
Rarely
Apartment
2,780
32,219
40
Male
14,984
Single
0
PhD
Employed
22.356051
Suburban
Premium
null
18
686
4
2020-08-15 15:21:39.180553
Poor
No
Weekly
House
845
32,220
50
Male
10,054
Divorced
2
PhD
Unemployed
9.873454
Suburban
Comprehensive
1
0
673
4
2022-01-09 15:21:39.172097
Average
Yes
Daily
House
616
32,221
52
Male
17,091
Divorced
1
Bachelor's
Employed
21.935137
Suburban
Premium
1
0
734
7
2023-07-29 15:21:39.155231
Good
Yes
Rarely
House
1,238
32,222
34
Female
48,397
Married
1
PhD
Unemployed
11.240629
Rural
Comprehensive
0
10
315
4
2020-12-18 15:21:39.247098
Poor
No
Weekly
Condo
872
32,223
28
Male
40,716
Married
3
Master's
Unemployed
19.929088
Urban
Premium
null
4
779
7
2021-11-09 15:21:39.280784
Average
No
Rarely
Condo
657
32,224
64
Male
20,098
Divorced
3
Bachelor's
null
38.937382
Suburban
Basic
null
7
683
4
2022-05-01 15:21:39.174719
Average
Yes
Weekly
House
2,009
32,225
28
Female
90,112
Single
3
Master's
Employed
29.986678
Suburban
Comprehensive
0
6
376
3
2021-05-21 15:21:39.172097
Good
Yes
Rarely
Apartment
1,284
32,226
48
Female
57,989
Single
4
Master's
Self-Employed
22.068491
Urban
Premium
null
14
398
9
2020-08-11 15:21:39.085129
Poor
No
Rarely
Condo
1,733
32,227
47
Female
68,853
Divorced
2
PhD
Self-Employed
33.827301
Suburban
Comprehensive
1
13
414
1
2020-01-24 15:21:39.288099
Good
Yes
Rarely
House
24
32,228
47
Female
1,489
Single
3
PhD
Unemployed
null
Suburban
Basic
null
16
534
6
2023-12-19 15:21:39.134960
Average
Yes
Daily
Condo
1,040
32,229
22
Female
43,155
Single
3
Bachelor's
null
44.453452
Urban
Comprehensive
null
4
734
2
2023-07-10 15:21:39.177724
Good
Yes
Weekly
House
1,213
32,230
43
Female
34,184
Divorced
4
PhD
Unemployed
31.182471
Urban
Comprehensive
null
9
435
9
2023-04-10 15:21:39.261856
Poor
Yes
Weekly
Condo
2,646
32,231
34
Male
3,301
Divorced
1
High School
null
13.030627
Rural
Premium
null
9
814
4
2021-10-19 15:21:39.120168
null
No
Daily
House
833
32,232
null
Male
509
Single
0
Bachelor's
Unemployed
14.61501
Urban
Basic
1
3
468
9
2023-10-28 15:21:39.165120
Poor
No
Weekly
Apartment
616
32,233
48
Female
28,112
Single
4
PhD
null
21.090341
Urban
Premium
2
3
534
4
2020-05-18 15:21:39.148733
Average
No
Daily
Apartment
1,099
32,234
null
Male
15,198
Divorced
3
Bachelor's
null
22.816005
Suburban
Comprehensive
1
7
670
1
2022-10-27 15:21:39.122134
Poor
Yes
Rarely
House
882
32,235
34
Female
37,255
Single
0
Bachelor's
Self-Employed
8.8087
Urban
Premium
0
0
801
7
2022-12-25 15:21:39.192212
Average
Yes
Rarely
Apartment
805
32,236
49
Female
7,360
Single
2
High School
null
34.742115
Suburban
Comprehensive
null
10
323
1
2023-09-05 15:21:39.220389
null
No
Daily
Condo
2,186
32,237
44
Male
4,517
Divorced
2
PhD
Employed
50.711123
Urban
Comprehensive
0
15
696
5
2024-03-18 15:21:39.182597
null
No
Rarely
Apartment
964
32,238
26
Female
31,997
Single
3
Bachelor's
Unemployed
18.071723
Rural
Basic
1
15
null
2
2020-05-21 15:21:39.134960
Good
No
Daily
Condo
819
32,239
30
Female
2,359
Single
2
Bachelor's
Unemployed
7.884806
Suburban
Premium
null
19
774
5
2020-02-18 15:21:39.260856
Average
Yes
Rarely
Apartment
419
32,240
32
Male
19,941
Married
4
PhD
Self-Employed
6.735179
Urban
Comprehensive
0
6
839
6
2022-11-30 15:21:39.147735
Good
No
Daily
Condo
934
32,241
52
Female
9,073
Divorced
1
High School
Self-Employed
20.867458
Suburban
Premium
0
14
481
1
2024-02-11 15:21:39.289099
Good
Yes
Weekly
Apartment
1,224
32,242
36
Male
4,034
Married
0
PhD
Employed
14.583803
Urban
Basic
null
6
433
1
2022-08-18 15:21:39.102694
Poor
No
Weekly
Condo
1,444
32,243
35
Female
5,966
null
null
High School
null
40.258935
Rural
Premium
null
16
766
5
2022-07-01 15:21:39.251142
Average
Yes
Weekly
Apartment
477
32,244
51
Male
70,946
null
4
High School
Employed
18.739336
Rural
Comprehensive
0
16
607
5
2022-08-17 15:21:39.146733
Average
Yes
Weekly
House
176
32,245
61
Female
29,230
Single
2
Master's
null
19.329602
Urban
Premium
0
12
null
7
2021-04-14 15:21:39.155231
Poor
Yes
Daily
House
590
32,246
48
Female
16,084
Divorced
2
Master's
Unemployed
9.948509
Rural
Comprehensive
1
12
552
3
2021-08-15 15:21:39.095696
Poor
No
Daily
Apartment
619
32,247
46
Female
54,489
Married
2
Bachelor's
Unemployed
49.511728
Rural
Premium
3
10
null
8
2023-08-17 15:21:39.190215
Poor
No
Daily
House
1,797
32,248
43
Male
45
Divorced
3
Bachelor's
Employed
13.026711
Suburban
Premium
0
0
736
1
2021-05-23 15:21:39.204790
Average
Yes
Daily
Apartment
1,253
32,249
61
Male
16,082
Divorced
1
Bachelor's
Self-Employed
11.270519
Rural
Basic
2
11
768
3
2021-08-23 15:21:39.225916
Average
No
Weekly
Condo
901
32,250
53
Female
78,842
Married
null
Master's
Self-Employed
28.878561
Rural
Comprehensive
0
4
379
2
2024-06-07 15:21:39.181605
Poor
No
Daily
Condo
554
32,251
30
Female
21,888
Single
4
High School
Unemployed
36.79481
Rural
Premium
null
0
564
4
2022-06-05 15:21:39.237118
Good
No
Weekly
Apartment
115
32,252
29
Female
4,766
Married
0
Bachelor's
Unemployed
null
Rural
Premium
null
13
479
6
2021-01-01 15:21:39.180553
Average
No
Daily
House
590
32,253
25
Male
40,552
Married
4
High School
Unemployed
19.84948
Rural
Premium
1
14
590
5
2020-07-16 15:21:39.252145
Poor
No
Rarely
House
963
32,254
26
Female
3,822
null
3
High School
null
7.062669
Rural
Premium
0
9
835
7
2019-08-24 15:21:39.265513
Poor
Yes
Monthly
Condo
1,335
32,255
18
Male
80,121
Married
0
High School
Unemployed
18.243019
Urban
Basic
1
14
438
6
2023-09-07 15:21:39.155231
Good
No
Weekly
House
194
32,256
48
Female
1,427
Married
2
PhD
Self-Employed
10.660016
Urban
Comprehensive
null
10
649
3
2023-01-06 15:21:39.134960
null
No
Weekly
House
461
32,257
32
Male
120,884
Married
2
High School
Self-Employed
31.634257
Urban
Premium
0
16
437
3
2021-08-02 15:21:39.094752
Average
Yes
Rarely
Apartment
2,056
32,258
44
Female
61,550
Married
4
High School
Self-Employed
26.724774
Urban
Premium
null
9
null
2
2019-10-22 15:21:39.245086
Poor
No
Rarely
Condo
279
32,259
49
Female
16,752
Married
null
Bachelor's
null
16.248538
Suburban
Basic
0
17
683
9
2023-08-03 15:21:39.246098
Poor
No
Daily
House
1,209
32,260
52
Male
17,865
Married
3
High School
Self-Employed
21.735905
Urban
Comprehensive
null
12
534
3
2020-06-01 15:21:39.119168
Good
No
Monthly
House
178
32,261
61
Female
11,977
Married
1
Master's
null
10.099756
Urban
Basic
1
2
483
1
2024-03-22 15:21:39.228521
Poor
Yes
Rarely
Apartment
1,189
32,262
64
Male
14,094
Single
1
Bachelor's
Unemployed
16.279916
Urban
Premium
null
11
546
1
2022-11-19 15:21:39.237118
Poor
No
Daily
Condo
919
32,263
50
Female
2,586
Divorced
1
PhD
Self-Employed
15.717821
Urban
Premium
null
19
766
2
2023-06-20 15:21:39.283783
null
No
Rarely
Apartment
677
32,264
50
Male
7,513
Single
3
High School
Self-Employed
31.259819
Urban
Premium
1
8
null
7
2019-11-01 15:21:39.267454
Average
No
Weekly
Condo
393
32,265
58
Female
20,892
Married
1
Master's
Employed
19.825914
Suburban
Basic
1
1
728
3
2021-06-18 15:21:39.143708
null
Yes
Rarely
Apartment
916
32,266
null
Male
85,585
Married
2
Bachelor's
Self-Employed
25.382899
Suburban
Premium
1
17
452
3
2021-12-17 15:21:39.114118
Poor
Yes
Monthly
Apartment
2,301
32,267
26
Female
141,767
Single
0
High School
Employed
6.686057
Urban
Comprehensive
2
3
420
9
2021-11-12 15:21:39.271453
Good
No
Daily
House
2,779
32,268
18
Male
121,247
Married
0
PhD
Unemployed
29.534183
Urban
Premium
null
6
371
8
2021-08-03 15:21:39.177724
Poor
No
Rarely
Condo
653
32,269
49
Male
9,072
Married
1
PhD
Unemployed
14.929307
Suburban
Premium
1
19
648
2
2022-02-13 15:21:39.085129
Poor
Yes
Weekly
Apartment
1,605
32,270
48
Female
21,066
Married
1
PhD
Self-Employed
24.912888
Rural
Premium
1
7
514
9
2023-08-05 15:21:39.155231
Average
Yes
Weekly
Apartment
60
32,271
56
Male
6,072
Single
0
High School
null
16.947154
Suburban
Basic
2
18
658
9
2021-09-30 15:21:39.261856
Good
No
Weekly
Apartment
288
32,272
29
Female
6,058
Divorced
0
Bachelor's
null
14.715803
Urban
Basic
0
0
761
6
2020-05-29 15:21:39.081504
Good
Yes
Rarely
Condo
1,838
32,273
51
Male
56,723
Married
3
Bachelor's
null
14.812493
Urban
Premium
0
12
498
1
2022-06-06 15:21:39.180553
Average
Yes
Rarely
Condo
2,412
32,274
52
Female
9,843
Divorced
0
Bachelor's
null
7.061734
Urban
Basic
null
6
625
3
2022-10-25 15:21:39.249100
Average
Yes
Daily
Apartment
2,558
32,275
46
Male
null
Married
0
Bachelor's
Employed
15.979865
Rural
Comprehensive
1
18
459
2
2021-05-15 15:21:39.274993
Good
Yes
Monthly
Condo
115
32,276
47
Male
38,662
Married
null
Master's
Employed
9.454822
Suburban
Premium
null
15
835
7
2019-09-02 15:21:39.268507
Poor
No
Rarely
Apartment
2,359
32,277
33
Male
61,955
Married
2
High School
Self-Employed
9.887519
Urban
Premium
null
17
472
9
2024-06-13 15:21:39.126661
Poor
Yes
Weekly
House
2,919
32,278
49
Male
4,532
Married
null
PhD
Unemployed
16.360136
Urban
Comprehensive
1
7
844
3
2024-06-27 15:21:39.134960
Poor
No
Daily
Apartment
2,721
32,279
38
Male
37,163
Single
4
Bachelor's
Self-Employed
32.343396
Urban
Basic
1
6
null
3
2021-04-27 15:21:39.092127
Average
No
Monthly
House
1,622
32,280
57
Male
1,575
Single
0
Bachelor's
Self-Employed
44.290974
Rural
Premium
3
8
513
5
2022-01-30 15:21:39.182597
Good
No
Weekly
Apartment
639
32,281
22
Female
589
Divorced
2
PhD
Employed
39.131324
Urban
Comprehensive
0
3
301
5
2023-12-21 15:21:39.223901
Good
Yes
Monthly
House
1,583
32,282
45
Female
247
Single
4
Bachelor's
Unemployed
23.072548
Rural
Basic
1
5
628
6
2022-11-06 15:21:39.288099
Average
No
Monthly
Apartment
1,104
32,283
43
Female
1,369
Married
1
High School
Employed
41.744136
Urban
Comprehensive
null
10
406
5
2022-06-20 15:21:39.259788
Average
No
Rarely
House
827
32,284
39
Female
148,819
Single
3
Master's
null
21.096382
Urban
Comprehensive
0
12
412
9
2022-12-02 15:21:39.225916
null
Yes
Rarely
House
115
32,285
29
Male
7,248
Married
3
Bachelor's
null
22.141349
Suburban
Basic
0
5
343
4
2023-07-29 15:21:39.086123
Good
Yes
Rarely
House
1,631
32,286
26
Female
7,991
Divorced
null
Bachelor's
Unemployed
22.988787
Rural
Basic
0
10
540
9
2020-02-02 15:21:39.134960
Average
No
Daily
House
659
32,287
39
Female
962
Married
3
Master's
Unemployed
15.096749
Suburban
Basic
0
18
null
6
2020-09-06 15:21:39.258696
Poor
No
Rarely
Apartment
1,840
32,288
40
Male
28,215
Single
4
Bachelor's
Employed
26.929998
Suburban
Basic
null
9
846
5
2020-05-15 15:21:39.237118
Poor
No
Rarely
House
28
32,289
39
Female
132,327
Married
null
PhD
Self-Employed
10.964354
Urban
Premium
1
6
436
5
2023-07-10 15:21:39.128286
Average
No
Daily
Condo
1,121
32,290
23
Female
null
Married
2
PhD
null
13.719453
Suburban
Premium
0
10
332
5
2021-06-08 15:21:39.129190
Good
Yes
Daily
Condo
390
32,291
42
Female
72,670
Married
3
Master's
Self-Employed
null
Suburban
Basic
0
10
446
5
2023-07-12 15:21:39.184157
Poor
Yes
Monthly
House
592
32,292
20
Male
73,355
null
0
PhD
Self-Employed
14.38325
Suburban
Comprehensive
0
10
302
6
2023-06-20 15:21:39.182597
Good
No
Rarely
House
1,603
32,293
33
Female
11,492
Single
0
Bachelor's
Unemployed
30.043427
Suburban
Comprehensive
1
15
599
9
2020-10-05 15:21:39.115178
Poor
Yes
Daily
Condo
1,217
32,294
20
Female
18,048
Divorced
0
Master's
null
38.082303
Urban
Basic
2
18
832
3
2023-06-12 15:21:39.134960
Good
Yes
Weekly
House
1,199
32,295
23
Female
38,782
Single
4
High School
null
22.928782
Suburban
Premium
0
4
681
4
2024-06-08 15:21:39.134960
Average
Yes
Rarely
Apartment
453
32,296
50
Male
43,839
Single
1
PhD
Employed
18.938806
Suburban
Premium
1
7
null
9
2019-09-02 15:21:39.151732
Average
Yes
Rarely
House
4,161
32,297
37
Male
1,435
Married
1
Master's
Employed
12.878313
Rural
Premium
2
18
531
1
2021-07-12 15:21:39.087123
Average
Yes
Weekly
Apartment
843
32,298
40
Female
35,484
Divorced
1
Master's
Self-Employed
18.858143
Rural
Basic
null
0
832
5
2020-03-18 15:21:39.191219
Poor
Yes
Daily
Condo
24
32,299
64
Female
88,813
Single
1
PhD
Employed
null
Urban
Premium
1
2
438
8
2020-06-26 15:21:39.266452
Poor
Yes
Weekly
Condo
722