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
18,200
59
Male
24,603
Married
1
Bachelor's
Self-Employed
15.564144
Suburban
Basic
0
15
829
2
2022-10-09 15:21:39.155231
Poor
Yes
Daily
House
724
18,201
25
Male
2,061
Single
4
Bachelor's
null
null
Rural
Comprehensive
null
19
661
5
2024-03-30 15:21:39.200452
null
Yes
Rarely
Condo
1,373
18,202
47
Female
149,561
Divorced
4
Master's
null
null
Rural
Comprehensive
null
7
509
8
2022-12-25 15:21:39.207847
Poor
Yes
Rarely
House
1,407
18,203
56
Male
6,193
Married
null
PhD
Employed
9.092274
Rural
Premium
1
18
577
3
2023-03-04 15:21:39.247098
Good
Yes
Daily
Condo
442
18,204
45
Male
20,861
Married
null
PhD
null
24.837988
Urban
Basic
2
3
null
9
2022-06-23 15:21:39.176717
null
No
Weekly
Condo
441
18,205
57
Female
2,770
Divorced
3
Master's
Employed
44.956215
Rural
Premium
1
16
410
7
2023-05-08 15:21:39.186212
Average
Yes
Monthly
Condo
89
18,206
24
Female
16,791
Divorced
1
Master's
null
42.539528
Rural
Premium
1
6
643
8
2021-12-12 15:21:39.155231
Poor
Yes
Weekly
Apartment
685
18,207
20
Female
27,961
Divorced
4
PhD
Employed
16.84485
Rural
Comprehensive
null
1
661
6
2021-04-28 15:21:39.209847
Average
Yes
Monthly
House
1,358
18,208
39
Female
47,828
Single
1
High School
null
23.268713
Rural
Premium
2
7
644
6
2023-09-27 15:21:39.281787
Average
No
Monthly
Condo
4,527
18,209
31
Male
4,918
Married
3
Master's
Unemployed
29.491638
Urban
Premium
1
1
706
8
2020-03-12 15:21:39.206847
Average
Yes
Weekly
House
2,341
18,210
56
Female
13,548
Divorced
2
PhD
null
9.82951
Suburban
Comprehensive
2
6
634
8
2021-12-19 15:21:39.121169
Average
Yes
Monthly
Apartment
643
18,211
26
Female
51,312
Divorced
0
PhD
null
23.336971
Urban
Comprehensive
2
19
712
9
2021-10-05 15:21:39.237118
Average
Yes
Monthly
Condo
2,345
18,212
43
Female
910
Divorced
null
Master's
null
21.5907
Urban
Basic
null
7
307
9
2023-06-03 15:21:39.134960
Average
Yes
Daily
Condo
984
18,213
62
Female
null
Single
0
PhD
Self-Employed
20.336551
Rural
Premium
2
11
476
3
2023-05-11 15:21:39.270454
Average
Yes
Rarely
Condo
2,086
18,214
26
Female
106,624
Divorced
0
Bachelor's
Self-Employed
22.055788
Suburban
Premium
1
1
481
5
2022-10-22 15:21:39.251142
Poor
Yes
Weekly
Apartment
2,120
18,215
51
Female
8,062
Single
3
High School
Unemployed
27.590541
Urban
Basic
1
11
621
9
2020-06-24 15:21:39.190215
Poor
No
Weekly
Apartment
1,056
18,216
60
Male
31,004
Married
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
2
526
7
2020-04-11 15:21:39.167099
Good
No
Daily
Apartment
4,207
18,217
47
Male
15,762
Single
1
Master's
Employed
17.168973
Urban
Comprehensive
1
12
707
5
2021-03-28 15:21:39.180553
Good
Yes
Daily
Apartment
536
18,218
42
Female
59,931
Married
2
High School
null
16.893671
Urban
Premium
0
3
332
9
2021-02-24 15:21:39.122134
Average
No
Rarely
Apartment
991
18,219
33
Male
43,840
Single
0
Master's
null
32.717054
Suburban
Comprehensive
0
16
638
8
2022-12-07 15:21:39.134960
Good
No
Daily
Apartment
962
18,220
27
Male
2,953
Married
0
PhD
Unemployed
5.974151
Suburban
Comprehensive
1
5
566
4
2019-09-22 15:21:39.264504
Good
No
Rarely
Apartment
1,475
18,221
33
Male
26,249
Single
1
Bachelor's
Self-Employed
6.545568
Rural
Premium
0
1
471
9
2024-05-24 15:21:39.180553
Good
Yes
Rarely
Condo
28
18,222
19
Male
null
Married
4
PhD
Unemployed
43.937311
Suburban
Basic
2
4
603
3
2019-10-07 15:21:39.091080
Poor
Yes
Weekly
House
106
18,223
31
Female
102,448
Married
3
Bachelor's
Employed
14.780467
Suburban
Comprehensive
0
13
697
2
2023-10-28 15:21:39.289099
Poor
Yes
Daily
Apartment
420
18,224
null
Female
10,892
Married
3
High School
Self-Employed
null
Urban
Premium
null
4
602
5
2019-10-12 15:21:39.229482
Good
No
Daily
House
1,420
18,225
27
Female
39,425
Married
null
PhD
Employed
41.382809
Urban
Comprehensive
0
4
584
5
2024-01-01 15:21:39.214388
null
Yes
Weekly
House
1,128
18,226
20
Female
2,611
Divorced
0
High School
Unemployed
35.59493
Urban
Premium
0
9
761
5
2021-04-05 15:21:39.121169
null
No
Daily
House
1,475
18,227
31
Female
127,584
Single
0
PhD
Unemployed
47.592137
Suburban
Premium
null
2
731
3
2023-12-31 15:21:39.081504
Good
No
Rarely
Condo
100
18,228
64
Male
5,050
Divorced
4
Master's
Employed
14.848776
Suburban
Comprehensive
null
7
519
1
2020-05-15 15:21:39.090124
Average
No
Monthly
House
604
18,229
56
Female
9,643
Divorced
1
High School
null
40.611574
Suburban
Basic
1
5
324
9
2023-12-30 15:21:39.094752
Average
No
Weekly
House
1,368
18,230
54
Female
44,624
Divorced
null
PhD
Employed
47.039692
Urban
Comprehensive
1
19
810
1
2020-06-10 15:21:39.185215
Good
Yes
Daily
House
1,475
18,231
25
Female
16,196
Married
0
PhD
Employed
38.085317
Suburban
Comprehensive
1
16
668
7
2022-10-18 15:21:39.276388
Average
No
Weekly
Condo
493
18,232
57
Female
4,908
Single
null
Bachelor's
Employed
30.442236
Suburban
Basic
null
12
503
8
2023-07-26 15:21:39.080440
Good
No
Rarely
Apartment
839
18,233
51
Male
null
Married
0
High School
Employed
20.082664
Urban
Basic
1
13
471
7
2022-12-02 15:21:39.289099
Poor
No
Monthly
House
28
18,234
61
Male
59,063
Single
2
PhD
null
39.696832
Rural
Premium
2
15
426
6
2023-08-10 15:21:39.193945
Poor
No
Weekly
House
73
18,235
43
Male
null
Divorced
1
Master's
Self-Employed
null
Rural
Comprehensive
null
1
543
4
2019-12-18 15:21:39.134960
Poor
Yes
Daily
Apartment
26
18,236
38
Male
89,142
Single
2
PhD
Self-Employed
26.685938
Rural
Premium
0
15
337
8
2024-06-24 15:21:39.274993
Poor
No
Daily
Condo
146
18,237
36
Female
24,108
Married
3
Master's
null
24.182907
Suburban
Basic
1
12
511
8
2022-01-22 15:21:39.187211
Poor
No
Daily
Condo
649
18,238
55
Male
5,978
Married
4
Master's
null
44.365024
Urban
Comprehensive
0
12
553
2
2023-02-25 15:21:39.187211
Good
No
Weekly
House
1,608
18,239
60
Male
5,978
Married
0
Bachelor's
null
17.59896
Urban
Premium
null
19
843
2
2020-02-14 15:21:39.208842
null
Yes
Rarely
Condo
487
18,240
24
Female
1,605
Single
4
Bachelor's
Self-Employed
10.824933
Suburban
Comprehensive
null
1
379
8
2024-07-18 15:21:39.268507
Average
Yes
Monthly
Condo
1,485
18,241
46
Female
26,395
Divorced
4
PhD
Self-Employed
30.346953
Urban
Comprehensive
null
17
628
1
2021-09-07 15:21:39.282785
Average
Yes
Daily
House
1,749
18,242
38
Female
28,429
Divorced
3
Master's
Employed
34.938497
Rural
Premium
2
0
796
5
2020-06-21 15:21:39.134960
Good
Yes
Rarely
Condo
2,566
18,243
29
Male
125,842
Single
2
High School
Self-Employed
17.752339
Urban
Comprehensive
3
9
762
7
2022-09-15 15:21:39.133866
Poor
Yes
Rarely
Apartment
23
18,244
29
Male
615
Single
3
PhD
null
null
Rural
Premium
2
13
511
4
2024-04-24 15:21:39.253660
null
No
Rarely
Condo
612
18,245
19
Male
10,378
Married
3
Master's
Employed
11.898473
Urban
Premium
2
14
844
4
2020-11-09 15:21:39.132191
Poor
No
Monthly
Condo
477
18,246
24
Female
7,082
Married
3
Bachelor's
Self-Employed
null
Suburban
Premium
null
8
null
6
2023-04-30 15:21:39.134960
Poor
Yes
Rarely
Condo
2,387
18,247
41
Male
16,259
Married
0
High School
null
23.390944
Urban
Basic
1
11
516
2
2021-06-06 15:21:39.121169
Average
No
Daily
House
469
18,248
25
Male
1,121
Married
2
High School
Employed
null
Suburban
Premium
0
11
708
1
2020-12-20 15:21:39.190215
Good
Yes
Monthly
House
1,404
18,249
38
Female
17,227
Divorced
1
High School
Employed
28.966013
Rural
Premium
3
1
null
7
2023-08-17 15:21:39.151732
null
Yes
Monthly
Apartment
1,314
18,250
30
Male
102,986
Married
4
Bachelor's
Unemployed
37.751277
Urban
Premium
0
18
677
5
2019-12-09 15:21:39.134960
Poor
No
Rarely
Condo
20
18,251
64
Male
16,281
Married
0
Bachelor's
null
null
Rural
Premium
0
14
709
2
2023-11-30 15:21:39.091080
Good
Yes
Daily
Condo
832
18,252
64
Male
3,284
Single
3
High School
Employed
32.816266
Urban
Basic
null
1
765
1
2022-05-05 15:21:39.189223
null
No
Monthly
House
2,196
18,253
39
Male
39,746
Divorced
1
High School
Employed
42.182755
Suburban
Premium
2
16
617
6
2024-03-04 15:21:39.221386
Average
No
Monthly
House
1,414
18,254
18
Male
1,097
Divorced
0
PhD
Employed
29.067771
Suburban
Comprehensive
null
7
722
5
2021-09-14 15:21:39.255696
Average
No
Monthly
Condo
2,248
18,255
52
Female
43,208
Married
1
Bachelor's
Self-Employed
21.805787
Suburban
Comprehensive
null
6
615
3
2023-07-30 15:21:39.105192
Good
No
Rarely
House
40
18,256
62
Male
1,365
Single
2
High School
Unemployed
25.406401
Suburban
Basic
null
5
449
9
2020-07-02 15:21:39.155231
Average
No
Monthly
House
910
18,257
58
Male
4,418
Single
1
PhD
null
7.190557
Urban
Basic
null
16
328
3
2023-09-03 15:21:39.164044
Poor
No
Daily
Condo
573
18,258
24
Male
5,962
Single
4
Bachelor's
Employed
33.262038
Suburban
Comprehensive
1
12
688
1
2021-12-02 15:21:39.134960
Average
Yes
Monthly
Apartment
822
18,259
40
Female
12,569
Married
4
High School
Employed
45.082185
Suburban
Basic
null
2
387
7
2023-08-14 15:21:39.247098
Good
Yes
Monthly
Apartment
1,104
18,260
35
Female
null
Single
1
High School
Self-Employed
22.934398
Suburban
Comprehensive
null
0
769
6
2022-04-06 15:21:39.237118
Good
No
Weekly
Condo
93
18,261
39
Male
33,114
Single
3
Master's
Unemployed
22.590798
Urban
Comprehensive
2
16
616
6
2020-04-01 15:21:39.111551
Average
Yes
Rarely
Condo
1,472
18,262
44
Male
28,209
Single
0
High School
Employed
41.566892
Rural
Comprehensive
0
8
816
3
2020-07-29 15:21:39.248098
Average
Yes
Weekly
Apartment
1,430
18,263
47
Female
1,741
Single
0
Bachelor's
Unemployed
30.054523
Suburban
Premium
null
5
452
5
2021-01-27 15:21:39.155231
Average
No
Monthly
Condo
397
18,264
36
Female
35,138
Married
2
High School
Unemployed
22.572662
Rural
Premium
0
0
782
4
2023-12-03 15:21:39.276901
Poor
No
Monthly
Condo
1,758
18,265
42
Male
63,372
Single
3
Master's
Unemployed
50.677075
Rural
Premium
1
17
null
4
2020-09-06 15:21:39.237118
null
No
Weekly
House
2,670
18,266
23
Female
35,796
Divorced
4
Master's
null
30.684589
Suburban
Premium
0
18
673
2
2020-05-26 15:21:39.145732
Average
No
Daily
House
736
18,267
23
Female
2,399
Single
3
Master's
Employed
21.859004
Urban
Premium
1
1
null
4
2023-03-29 15:21:39.114118
Average
No
Monthly
Apartment
4,978
18,268
45
Female
43,183
Divorced
2
PhD
Self-Employed
27.717878
Rural
Basic
null
5
739
4
2022-09-30 15:21:39.246098
Good
Yes
Monthly
Apartment
1,363
18,269
28
Male
33,913
Married
3
Bachelor's
null
32.270197
Rural
Premium
1
10
522
6
2022-06-29 15:21:39.209847
Average
No
Daily
Condo
410
18,270
48
Female
909
Single
3
Bachelor's
Self-Employed
35.292567
Urban
Premium
null
1
495
8
2020-12-01 15:21:39.237118
Average
No
Daily
House
884
18,271
56
Male
71,572
Divorced
4
High School
null
12.983149
Rural
Premium
2
14
null
7
2022-02-23 15:21:39.134960
Good
Yes
Rarely
House
1,875
18,272
50
Female
948
Divorced
0
PhD
null
25.724396
Rural
Comprehensive
1
3
699
7
2021-12-12 15:21:39.155231
Average
No
Daily
Condo
2,148
18,273
26
Male
53,314
Married
4
PhD
Employed
51.504527
Suburban
Basic
1
18
730
8
2022-09-08 15:21:39.245086
Good
No
Weekly
Apartment
34
18,274
20
Female
20,696
Married
0
Master's
Self-Employed
18.638612
Urban
Premium
0
10
796
1
2024-03-21 15:21:39.126661
null
Yes
Rarely
Condo
369
18,275
49
Female
35,244
Single
null
High School
Self-Employed
null
Suburban
Premium
0
0
656
8
2021-01-26 15:21:39.268507
Good
Yes
Monthly
Apartment
1,230
18,276
34
Male
null
Single
null
Master's
null
19.896976
Urban
Premium
1
18
523
3
2023-10-18 15:21:39.100695
Average
Yes
Daily
Apartment
122
18,277
19
Male
10,356
Single
0
Bachelor's
Unemployed
35.935962
Urban
Comprehensive
1
2
619
1
2020-10-06 15:21:39.093681
Good
No
Daily
Apartment
872
18,278
61
Male
52,221
Single
0
PhD
Unemployed
49.067488
Rural
Comprehensive
2
4
598
6
2024-07-31 15:21:39.164044
Good
No
Rarely
Condo
2,387
18,279
60
Male
6,071
Single
1
Bachelor's
null
25.396919
Urban
Basic
0
10
635
1
2024-04-12 15:21:39.088124
Average
Yes
Weekly
Condo
2,847
18,280
43
Female
2,541
Married
4
PhD
Unemployed
42.024416
Rural
Basic
0
18
456
5
2019-10-17 15:21:39.155231
Poor
Yes
Rarely
House
806
18,281
36
Female
6,870
Divorced
3
Master's
Self-Employed
11.551226
Rural
Basic
0
18
null
9
2023-06-16 15:21:39.155231
Average
Yes
Weekly
House
473
18,282
41
Male
141,259
Divorced
1
Master's
null
29.264534
Urban
Comprehensive
2
2
303
9
2020-03-28 15:21:39.254678
Good
Yes
Rarely
House
1,539
18,283
33
Female
119,928
Divorced
null
High School
Unemployed
28.879239
Rural
Premium
2
8
null
5
2020-06-18 15:21:39.096739
null
No
Weekly
House
739
18,284
52
Male
null
Single
1
High School
Employed
49.881904
Suburban
Basic
1
12
419
5
2024-02-17 15:21:39.289099
Poor
No
Daily
House
359
18,285
45
Male
4,570
Single
0
Master's
Self-Employed
9.951503
Suburban
Comprehensive
null
6
417
7
2021-05-19 15:21:39.199447
Poor
No
Rarely
Condo
1,177
18,286
34
Female
10,173
Divorced
1
Bachelor's
Self-Employed
18.69275
Suburban
Basic
1
11
613
5
2020-02-03 15:21:39.237118
Average
No
Monthly
House
1,028
18,287
52
Male
92,975
Divorced
1
Bachelor's
Employed
31.13958
Rural
Comprehensive
0
14
null
4
2022-01-12 15:21:39.237118
Average
Yes
Monthly
Condo
253
18,288
41
Female
6,317
Married
4
Master's
Employed
26.205664
Suburban
Premium
null
16
462
7
2021-04-22 15:21:39.230483
Average
Yes
Monthly
House
769
18,289
53
Male
43,732
Divorced
2
Bachelor's
null
13.486726
Rural
Basic
null
15
602
2
2020-07-13 15:21:39.273973
Good
Yes
Monthly
Apartment
1,782
18,290
19
Female
14,094
Married
2
Bachelor's
Self-Employed
30.958811
Rural
Comprehensive
null
12
584
4
2020-11-26 15:21:39.082499
Average
Yes
Weekly
Condo
829
18,291
62
Male
30,472
Single
1
PhD
Employed
42.232514
Urban
Comprehensive
null
19
447
6
2020-04-13 15:21:39.155231
Average
Yes
Weekly
House
1,405
18,292
64
Female
2,606
Divorced
null
Master's
Employed
21.121501
Rural
Premium
1
19
597
6
2021-08-08 15:21:39.237118
Average
Yes
Weekly
House
270
18,293
21
Female
16,447
Divorced
2
PhD
null
30.387957
Rural
Premium
0
8
752
2
2022-08-24 15:21:39.126661
Average
Yes
Daily
Condo
1,447
18,294
51
Female
9,215
Divorced
3
Bachelor's
null
6.171439
Urban
Comprehensive
2
9
705
9
2020-02-28 15:21:39.097737
Poor
Yes
Daily
Apartment
936
18,295
40
Male
44,385
Single
3
Bachelor's
Unemployed
23.992125
Urban
Premium
null
14
774
8
2020-05-19 15:21:39.085129
Average
No
Daily
House
1,190
18,296
19
Female
16,306
Married
1
Bachelor's
Unemployed
36.779506
Rural
Premium
null
18
622
9
2022-11-10 15:21:39.184157
Poor
No
Monthly
Apartment
1,741
18,297
24
Male
36,342
Divorced
4
High School
null
12.957897
Rural
Comprehensive
2
14
644
7
2022-01-02 15:21:39.155231
Good
No
Monthly
House
926
18,298
24
Female
6,796
Married
1
Bachelor's
Unemployed
10.938705
Rural
Premium
null
14
761
2
2020-11-16 15:21:39.237118
Average
No
Daily
House
1,178
18,299
32
Male
4,020
Married
4
PhD
null
7.757059
Suburban
Premium
0
16
441
1
2022-10-31 15:21:39.231531
Poor
Yes
Rarely
Condo
784