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
8,200
18
Female
37,197
Married
4
PhD
null
7.948732
Rural
Basic
4
19
734
3
2020-03-16 15:21:39.134960
Good
No
Daily
House
1,157
8,201
59
Female
25,791
Single
2
High School
Self-Employed
11.826352
Rural
Basic
1
19
663
8
2024-06-19 15:21:39.134960
null
Yes
Daily
Condo
1,308
8,202
32
Female
40,563
Single
1
High School
Employed
37.070905
Urban
Basic
1
14
521
8
2022-11-19 15:21:39.272456
Poor
No
Rarely
House
781
8,203
40
Female
26,009
Single
2
Master's
Self-Employed
5.920113
Suburban
Premium
2
12
538
4
2020-04-05 15:21:39.134960
Good
Yes
Daily
Apartment
1,877
8,204
52
Male
129,960
Single
1
Bachelor's
Unemployed
23.874166
Suburban
Basic
0
1
393
8
2023-11-15 15:21:39.278402
Good
Yes
Monthly
Apartment
1,482
8,205
20
Female
5,896
Single
1
Bachelor's
Self-Employed
17.885786
Urban
Basic
1
10
558
6
2021-05-29 15:21:39.155231
Good
No
Daily
Apartment
1,131
8,206
35
Male
32,583
Married
0
High School
null
52.868993
Suburban
Comprehensive
null
3
713
2
2020-04-05 15:21:39.237118
Good
Yes
Rarely
Condo
2,738
8,207
30
Male
5,534
Married
4
Bachelor's
Unemployed
16.845598
Urban
Basic
1
5
637
9
2020-11-14 15:21:39.096739
Good
Yes
Weekly
Apartment
849
8,208
42
Female
6,077
Single
0
High School
Unemployed
27.935999
Urban
Basic
0
13
778
8
2020-07-17 15:21:39.143708
Poor
Yes
Rarely
Apartment
648
8,209
39
Male
23,591
Married
null
High School
null
28.91265
Rural
Comprehensive
0
5
null
7
2023-06-29 15:21:39.134960
Average
Yes
Rarely
House
2,699
8,210
19
Female
1,299
Divorced
1
PhD
Unemployed
6.793114
Rural
Basic
0
5
379
9
2023-10-19 15:21:39.215386
Poor
No
Weekly
Condo
1,007
8,211
35
Female
35,384
Single
3
Bachelor's
Self-Employed
15.441775
Rural
Comprehensive
1
7
null
9
2021-03-10 15:21:39.106582
Average
No
Weekly
Apartment
652
8,212
55
Female
35,139
Married
4
High School
null
12.9728
Urban
Basic
1
14
556
9
2020-11-24 15:21:39.260856
Poor
No
Daily
Condo
130
8,213
20
Female
28,316
Single
2
PhD
null
28.959275
Urban
Premium
null
12
null
9
2024-07-26 15:21:39.182597
Good
No
Daily
Apartment
1,634
8,214
29
Female
18,560
Single
3
PhD
Unemployed
17.868842
Rural
Premium
null
8
559
1
2022-08-01 15:21:39.155231
Poor
No
Rarely
House
1,364
8,215
52
Female
64,564
Married
4
Bachelor's
null
19.927373
Rural
Comprehensive
0
16
670
1
2022-03-05 15:21:39.273973
Poor
Yes
Rarely
House
81
8,216
19
Male
60,172
Married
1
Master's
Unemployed
7.497329
Rural
Basic
0
17
null
2
2021-03-23 15:21:39.134960
Average
Yes
Daily
House
76
8,217
44
Female
909
Divorced
3
High School
Self-Employed
34.045901
Urban
Comprehensive
2
9
684
6
2021-09-10 15:21:39.218388
Poor
Yes
Rarely
Apartment
735
8,218
57
Female
58,548
Married
1
PhD
Employed
14.633294
Rural
Basic
2
0
394
5
2023-05-25 15:21:39.134960
Average
No
Monthly
Condo
1,314
8,219
58
Female
4,615
Single
2
Bachelor's
Employed
13.985711
Suburban
Comprehensive
2
9
585
2
2023-01-19 15:21:39.273973
Poor
Yes
Monthly
Apartment
508
8,220
20
Male
29,054
Single
0
High School
Employed
45.271544
Suburban
Basic
null
12
381
4
2019-10-20 15:21:39.272456
Average
Yes
Weekly
Condo
589
8,221
54
Male
85,789
Divorced
3
Master's
Self-Employed
45.788243
Urban
Comprehensive
1
0
457
5
2023-02-22 15:21:39.165120
Good
Yes
Monthly
Condo
1,350
8,222
54
Female
149,927
Single
3
Master's
Employed
34.65252
Urban
Comprehensive
null
2
684
6
2021-07-07 15:21:39.123711
null
Yes
Monthly
Apartment
381
8,223
28
Male
2,069
Single
2
Master's
Unemployed
11.919244
Rural
Comprehensive
null
10
383
9
2019-10-03 15:21:39.155231
Average
Yes
Weekly
House
732
8,224
39
Female
6,841
Married
4
Bachelor's
null
37.764153
Suburban
Basic
null
16
622
5
2022-04-07 15:21:39.264504
Average
No
Monthly
House
524
8,225
21
Female
84,554
Divorced
2
Master's
Self-Employed
38.086715
Urban
Comprehensive
0
1
null
5
2021-07-09 15:21:39.084065
null
Yes
Rarely
House
1,845
8,226
57
Female
31,348
Married
1
Bachelor's
Self-Employed
11.898013
Urban
Comprehensive
0
0
756
7
2021-11-15 15:21:39.155231
Good
No
Rarely
Apartment
944
8,227
40
Male
null
Single
2
Master's
Self-Employed
51.938187
Suburban
Basic
1
7
607
8
2020-07-22 15:21:39.209847
Poor
Yes
Monthly
House
518
8,228
58
Female
27,958
Married
1
High School
null
45.633269
Urban
Basic
null
9
731
7
2020-06-14 15:21:39.261856
Good
No
Rarely
Condo
499
8,229
20
Male
23,258
Single
null
Master's
Self-Employed
47.705428
Suburban
Basic
1
1
null
9
2020-03-30 15:21:39.081504
null
No
Monthly
House
1,641
8,230
41
Male
5,570
Divorced
3
PhD
Employed
21.001674
Rural
Comprehensive
0
17
704
5
2024-02-25 15:21:39.080440
Poor
Yes
Monthly
Apartment
291
8,231
30
Female
18,447
Single
0
PhD
Self-Employed
16.227025
Urban
Comprehensive
null
13
485
4
2021-11-05 15:21:39.287115
Average
Yes
Monthly
House
3,830
8,232
29
Male
26,553
Divorced
4
Bachelor's
null
50.568949
Suburban
Premium
null
14
420
8
2020-02-05 15:21:39.249100
Poor
Yes
Daily
House
2,682
8,233
43
Male
23,258
Married
1
PhD
Unemployed
31.847308
Suburban
Premium
0
19
null
5
2021-11-27 15:21:39.098696
Poor
Yes
Daily
House
112
8,234
35
Male
30,680
Divorced
4
High School
Self-Employed
23.967943
Suburban
Comprehensive
1
5
713
5
2023-11-14 15:21:39.279729
Average
Yes
Rarely
Apartment
731
8,235
45
Male
26
Divorced
0
High School
Employed
31.83865
Rural
Premium
null
3
711
1
2022-11-29 15:21:39.143708
null
Yes
Rarely
Apartment
1,201
8,236
58
Male
75,585
Divorced
4
Master's
Unemployed
19.76909
Rural
Premium
null
18
825
3
2022-09-10 15:21:39.134960
Poor
Yes
Weekly
House
386
8,237
60
Female
18,071
Married
2
Master's
null
4.68364
Suburban
Comprehensive
null
11
607
1
2020-10-29 15:21:39.134960
Poor
No
Weekly
House
1,165
8,238
63
Female
5,931
Married
0
Bachelor's
Unemployed
40.270121
Urban
Comprehensive
1
6
571
2
2022-10-27 15:21:39.248098
Average
Yes
Weekly
Condo
1,639
8,239
58
Male
null
Single
0
Master's
Employed
34.339989
Rural
Basic
null
11
542
6
2020-02-06 15:21:39.155231
Poor
Yes
Monthly
Condo
49
8,240
21
Male
27,982
Divorced
4
PhD
Employed
42.817362
Urban
Premium
2
18
563
4
2021-04-29 15:21:39.243823
Average
No
Rarely
Apartment
414
8,241
37
Male
2,576
Divorced
3
PhD
Unemployed
16.325567
Suburban
Basic
2
12
439
9
2020-12-02 15:21:39.144722
Average
No
Daily
Apartment
1,867
8,242
28
Female
27,289
Single
3
PhD
Employed
10.636994
Suburban
Premium
2
4
null
2
2021-01-11 15:21:39.174719
Good
Yes
Weekly
Condo
1,053
8,243
26
Male
29,310
Married
1
Bachelor's
Unemployed
29.36145
Suburban
Premium
0
12
308
5
2019-10-19 15:21:39.180553
Poor
Yes
Monthly
House
1,684
8,244
60
Female
16,274
Divorced
2
High School
Self-Employed
18.595849
Rural
Premium
1
11
512
7
2023-05-17 15:21:39.108562
null
Yes
Rarely
Condo
1,620
8,245
35
Male
18,382
Married
1
Bachelor's
Employed
17.144598
Urban
Premium
2
17
848
7
2022-08-06 15:21:39.155231
Good
No
Daily
House
39
8,246
37
Male
70,815
Single
3
Master's
Self-Employed
21.957398
Rural
Premium
0
4
583
3
2021-01-12 15:21:39.117183
Poor
No
Daily
Condo
32
8,247
27
Male
17,091
Married
4
Bachelor's
Employed
30.141801
Suburban
Premium
null
14
534
2
2021-11-17 15:21:39.134960
Good
No
Daily
House
1,238
8,248
51
Female
63,523
Divorced
4
Master's
Self-Employed
25.914598
Suburban
Basic
null
12
715
8
2021-01-19 15:21:39.237118
Poor
Yes
Weekly
Apartment
416
8,249
53
Male
12,595
Married
0
Master's
Unemployed
17.849307
Rural
Basic
0
15
836
7
2022-12-26 15:21:39.155231
Average
Yes
Weekly
Apartment
688
8,250
32
Female
3,769
Single
2
PhD
Employed
23.221781
Rural
Basic
0
15
509
1
2020-04-16 15:21:39.087123
Average
No
Rarely
House
278
8,251
45
Male
5,794
Married
3
Bachelor's
Self-Employed
9.060569
Rural
Premium
2
15
684
7
2021-08-21 15:21:39.179186
Average
No
Rarely
House
176
8,252
45
Female
10,438
Married
3
High School
Unemployed
51.153698
Suburban
Premium
0
2
504
4
2022-12-29 15:21:39.282785
Average
No
Weekly
Apartment
563
8,253
45
Female
25,863
Single
2
Master's
Unemployed
40.053002
Suburban
Premium
2
16
727
2
2020-04-26 15:21:39.198406
Good
No
Monthly
House
565
8,254
53
Female
1,034
Single
1
PhD
Self-Employed
18.169837
Urban
Premium
null
16
710
5
2022-09-15 15:21:39.247098
null
No
Monthly
Apartment
619
8,255
42
Male
57,823
Divorced
4
Master's
Employed
19.14193
Rural
Premium
2
11
530
2
2021-05-08 15:21:39.090124
Average
Yes
Rarely
Condo
20
8,256
35
Male
9,892
Married
1
Master's
null
28.826006
Suburban
Basic
null
0
737
1
2022-12-18 15:21:39.236064
Average
Yes
Weekly
Condo
737
8,257
46
Female
5,813
Married
2
Master's
Employed
5.302593
Suburban
Basic
4
19
337
7
2024-06-18 15:21:39.247098
Good
No
Monthly
House
1,174
8,258
30
Male
8,891
Single
4
Master's
null
16.724547
Suburban
Premium
null
16
null
7
2024-03-17 15:21:39.085129
Average
No
Monthly
Apartment
874
8,259
59
Female
24,897
Married
null
Master's
null
42.160881
Suburban
Premium
null
16
561
8
2021-10-01 15:21:39.097737
Average
Yes
Rarely
House
1,531
8,260
27
Female
28,215
Divorced
1
High School
Employed
6.543994
Rural
Comprehensive
0
9
817
6
2019-12-26 15:21:39.095696
Good
Yes
Weekly
House
479
8,261
null
Male
629
Married
3
Master's
Unemployed
21.637243
Urban
Basic
1
3
462
4
2021-12-15 15:21:39.196387
null
Yes
Daily
House
245
8,262
23
Male
2,832
Single
3
Master's
Unemployed
null
Suburban
Basic
2
6
613
2
2023-06-14 15:21:39.281787
Poor
Yes
Daily
Condo
793
8,263
60
Female
3,413
Married
2
High School
null
34.253948
Rural
Comprehensive
0
13
764
5
2024-01-28 15:21:39.134960
Average
No
Monthly
Apartment
2,153
8,264
63
Female
113,185
Divorced
2
PhD
Unemployed
12.914472
Suburban
Basic
1
8
739
7
2022-09-23 15:21:39.119168
Poor
No
Daily
House
384
8,265
19
Female
43,892
Married
0
Bachelor's
Self-Employed
44.356869
Suburban
Premium
0
13
685
7
2021-03-18 15:21:39.197445
Average
No
Daily
Condo
788
8,266
63
Female
43,945
Married
1
PhD
Self-Employed
22.252697
Rural
Comprehensive
0
12
573
8
2019-08-17 15:21:39.117183
Poor
Yes
Weekly
House
2,436
8,267
41
Female
14,894
Single
3
High School
Self-Employed
13.413969
Rural
Premium
1
5
486
3
2022-06-28 15:21:39.224915
Average
Yes
Daily
Apartment
2,735
8,268
46
Female
34,015
Divorced
0
PhD
Employed
26.622804
Rural
Basic
null
0
652
9
2022-07-13 15:21:39.290098
Average
Yes
Daily
Apartment
537
8,269
23
Female
17,091
Married
1
Master's
Self-Employed
13.52016
Rural
Premium
1
17
null
6
2021-02-21 15:21:39.251142
Good
No
Weekly
Condo
613
8,270
31
Female
56,813
Divorced
2
Bachelor's
Unemployed
null
Suburban
Basic
2
18
453
8
2022-12-05 15:21:39.089116
Poor
No
Weekly
House
2,513
8,271
47
Male
5,916
Married
3
Bachelor's
null
32.903208
Suburban
Basic
1
12
395
1
2021-12-05 15:21:39.094752
Good
No
Monthly
House
511
8,272
35
Male
65,846
Single
null
High School
null
19.711354
Urban
Premium
1
11
353
2
2020-11-09 15:21:39.244069
Good
No
Daily
House
2,694
8,273
56
Male
66,673
Single
2
Bachelor's
Unemployed
26.038761
Urban
Comprehensive
1
1
521
1
2022-12-31 15:21:39.221386
Poor
Yes
Weekly
Apartment
278
8,274
48
Male
34,204
Single
1
Bachelor's
Self-Employed
48.906142
Urban
Premium
2
7
759
7
2023-08-24 15:21:39.084065
Poor
No
Weekly
House
1,351
8,275
51
Male
49,865
Divorced
4
Master's
Employed
50.529468
Rural
Comprehensive
null
15
306
1
2020-09-26 15:21:39.134960
Average
No
Rarely
House
44
8,276
50
Female
3,160
Single
2
PhD
Unemployed
25.914195
Suburban
Premium
null
8
434
2
2024-04-17 15:21:39.273973
Poor
No
Daily
Condo
148
8,277
60
Female
36,102
Married
3
Master's
Unemployed
31.08209
Rural
Basic
1
6
459
6
2021-01-11 15:21:39.155231
Good
No
Daily
House
439
8,278
26
Female
8,069
Single
0
Master's
Employed
46.814883
Urban
Comprehensive
null
14
605
8
2021-03-30 15:21:39.206847
Poor
No
Daily
Condo
1,073
8,279
59
Male
35,759
Single
0
High School
Employed
29.388054
Urban
Premium
1
16
571
5
2022-04-25 15:21:39.094752
Average
Yes
Monthly
Apartment
1,009
8,280
44
Male
null
Single
4
PhD
Self-Employed
38.240043
Rural
Premium
0
16
557
8
2021-02-12 15:21:39.096739
Poor
Yes
Monthly
House
309
8,281
63
Male
27,848
Married
3
High School
Self-Employed
6.018748
Urban
Premium
1
0
null
5
2024-03-16 15:21:39.170099
Good
Yes
Daily
Condo
624
8,282
44
Male
15,791
Single
0
Bachelor's
Self-Employed
22.091599
Rural
Basic
0
7
629
4
2024-04-01 15:21:39.168099
Poor
Yes
Weekly
House
717
8,283
63
Female
43,923
Married
1
High School
Unemployed
3.99117
Rural
Basic
0
11
645
8
2022-09-22 15:21:39.155231
null
No
Daily
Apartment
464
8,284
58
Male
18,644
Single
1
High School
null
23.166423
Urban
Premium
1
1
653
7
2021-02-12 15:21:39.237118
Poor
No
Weekly
Apartment
1,411
8,285
37
Male
26,625
Divorced
4
Master's
null
34.096413
Urban
Premium
null
18
824
3
2023-06-15 15:21:39.102694
Average
Yes
Monthly
House
130
8,286
57
Male
22,978
Divorced
3
Master's
Unemployed
31.082088
Suburban
Premium
null
4
521
7
2021-04-26 15:21:39.216387
Good
No
Weekly
Condo
407
8,287
39
Male
45,922
Divorced
1
PhD
Self-Employed
35.819311
Rural
Premium
null
16
573
9
2021-06-04 15:21:39.237118
Good
No
Weekly
Condo
992
8,288
34
Female
12,894
Single
4
Master's
null
6.865985
Rural
Basic
1
19
742
2
2023-05-16 15:21:39.092127
Average
No
Daily
Condo
892
8,289
61
Male
48,901
Married
4
Bachelor's
Employed
20.039484
Urban
Basic
1
14
435
5
2023-09-20 15:21:39.203442
Poor
Yes
Monthly
Apartment
292
8,290
27
Female
9,978
Married
1
Bachelor's
Self-Employed
9.890509
Rural
Premium
1
0
null
1
2019-10-07 15:21:39.288099
Poor
Yes
Weekly
House
1,169
8,291
57
Male
72,520
Single
3
Master's
Unemployed
17.674864
Rural
Comprehensive
null
6
363
7
2020-07-23 15:21:39.151732
Average
No
Weekly
Condo
1,696
8,292
57
Female
5,685
Divorced
2
High School
Self-Employed
21.636149
Suburban
Premium
null
6
468
6
2021-05-30 15:21:39.087123
Poor
No
Rarely
Condo
954
8,293
47
Male
11,903
Divorced
1
PhD
Unemployed
7.67283
Suburban
Premium
null
0
816
3
2023-12-19 15:21:39.098696
Poor
Yes
Daily
Condo
35
8,294
42
Female
17,591
Married
0
Bachelor's
Self-Employed
20.910716
Urban
Comprehensive
null
17
773
7
2024-01-07 15:21:39.104139
Good
Yes
Weekly
House
471
8,295
20
Female
5,860
Divorced
1
Master's
Employed
20.983777
Suburban
Comprehensive
null
14
null
2
2021-04-12 15:21:39.223901
Good
Yes
Rarely
Apartment
494
8,296
39
Male
11,110
Married
0
Bachelor's
Self-Employed
30.999281
Urban
Comprehensive
1
2
563
7
2022-11-16 15:21:39.230483
Poor
No
Daily
Apartment
815
8,297
42
Male
24,036
Married
0
PhD
null
18.620041
Urban
Comprehensive
null
15
515
9
2023-10-13 15:21:39.147735
Good
No
Monthly
Condo
855
8,298
21
Female
128,532
Divorced
1
PhD
Unemployed
21.964306
Rural
Basic
2
5
766
6
2023-04-15 15:21:39.170099
Poor
No
Monthly
Condo
131
8,299
25
Male
43,953
Single
2
PhD
Employed
5.566112
Suburban
Premium
null
10
742
2
2021-07-24 15:21:39.193945
Average
No
Rarely
House
1,167