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
1,185,200
37
Female
5,650
Divorced
0
PhD
Self-Employed
35.897636
Urban
Comprehensive
2
13
471
6
2024-07-11 15:21:39.098696
Poor
No
Weekly
House
309
1,185,201
20
Female
8,281
Single
null
Master's
null
12.727812
Suburban
Comprehensive
1
0
823
3
2020-10-01 15:21:39.200452
Good
No
Rarely
Condo
1,664
1,185,202
40
Female
9,507
Single
2
Bachelor's
Unemployed
24.236966
Rural
Premium
null
17
773
7
2023-10-17 15:21:39.259788
Poor
No
Rarely
House
66
1,185,203
33
Male
58,463
null
3
Master's
null
26.158313
Urban
Comprehensive
null
11
364
6
2021-09-22 15:21:39.121169
Good
Yes
Monthly
Condo
282
1,185,204
51
Male
1,599
Single
2
PhD
null
29.827768
Rural
Premium
0
17
615
6
2020-03-18 15:21:39.206847
Good
Yes
Rarely
Apartment
2,520
1,185,205
23
Female
null
Married
2
High School
Self-Employed
51.139028
Urban
Basic
null
0
837
3
2019-08-18 15:21:39.190215
Good
No
Weekly
House
1,208
1,185,206
58
Male
46,184
Divorced
0
Master's
null
32.711775
Urban
Basic
null
6
322
5
2021-02-04 15:21:39.276901
Good
Yes
Weekly
House
2,905
1,185,207
45
Male
2,864
Divorced
0
Bachelor's
null
35.159906
Urban
Premium
0
17
536
8
2023-09-18 15:21:39.175719
Average
Yes
Weekly
Apartment
2,268
1,185,208
54
Female
713
Divorced
1
PhD
Self-Employed
null
Urban
Basic
0
14
437
9
2023-12-14 15:21:39.283783
Average
Yes
Daily
Condo
1,460
1,185,209
41
Female
20,943
Single
2
High School
Self-Employed
48.290191
Urban
Premium
1
12
484
2
2022-06-20 15:21:39.109552
Good
No
Daily
House
870
1,185,210
54
Female
5,546
Divorced
null
Master's
Self-Employed
50.294475
Rural
Comprehensive
null
16
687
7
2022-12-27 15:21:39.247098
Average
Yes
Daily
House
636
1,185,211
34
Female
3,265
Single
1
PhD
Self-Employed
16.80607
Suburban
Comprehensive
0
16
518
5
2019-12-07 15:21:39.146733
Good
Yes
Monthly
Apartment
1,187
1,185,212
21
Female
35,227
Single
0
Bachelor's
Self-Employed
38.939249
Urban
Comprehensive
null
7
783
9
2022-12-05 15:21:39.174719
Average
Yes
Daily
House
459
1,185,213
20
Female
67,514
Single
1
Bachelor's
Unemployed
32.649316
Rural
Comprehensive
null
13
424
1
2021-02-25 15:21:39.134960
Average
Yes
Monthly
House
24
1,185,214
43
Female
45,947
Married
1
Bachelor's
Employed
35.897906
Suburban
Premium
2
19
707
2
2020-07-24 15:21:39.093681
Good
No
Daily
Apartment
1,133
1,185,215
32
Female
43,898
Single
1
Bachelor's
Self-Employed
12.918288
Rural
Premium
null
17
775
9
2020-07-05 15:21:39.134960
Average
Yes
Rarely
House
745
1,185,216
19
Male
21,615
Single
3
Bachelor's
Self-Employed
16.550064
Rural
Basic
0
6
733
1
2024-06-23 15:21:39.191219
Average
Yes
Monthly
House
1,292
1,185,217
24
Female
1,679
null
4
Bachelor's
null
25.583032
Rural
Comprehensive
0
8
622
5
2021-09-02 15:21:39.094752
Good
Yes
Monthly
House
1,233
1,185,218
30
Female
9,079
Married
0
PhD
null
8.543807
Suburban
Basic
0
12
497
5
2022-11-20 15:21:39.244069
Good
Yes
Monthly
House
1,320
1,185,219
36
Female
9,072
Married
4
High School
Unemployed
24.074737
Urban
Comprehensive
0
2
645
6
2022-08-25 15:21:39.251142
Good
Yes
Weekly
Condo
456
1,185,220
43
Female
43,890
Single
1
High School
Employed
11.811128
Urban
Premium
null
16
612
1
2023-10-29 15:21:39.134960
Poor
Yes
Weekly
House
685
1,185,221
27
Female
19,579
Married
3
High School
null
28.913552
Rural
Basic
null
6
331
7
2021-10-11 15:21:39.134960
Poor
No
Rarely
Apartment
1,213
1,185,222
38
Male
4,983
Married
1
Master's
Employed
33.127031
Suburban
Basic
3
0
707
5
2024-06-26 15:21:39.237118
Average
Yes
Daily
Condo
1,580
1,185,223
45
Male
null
Single
1
High School
Unemployed
9.058649
Suburban
Comprehensive
1
6
391
4
2024-07-24 15:21:39.085129
Poor
Yes
Daily
Apartment
2,186
1,185,224
21
Male
5,872
Divorced
3
High School
null
20.272905
Rural
Basic
null
18
761
8
2023-07-30 15:21:39.253660
null
No
Rarely
Condo
1,109
1,185,225
30
Female
17,616
Divorced
3
PhD
Self-Employed
43.39559
Suburban
Premium
2
6
561
3
2022-08-04 15:21:39.237118
Average
Yes
Daily
Apartment
616
1,185,226
27
Male
3,354
Single
0
Bachelor's
Self-Employed
25.307721
Suburban
Comprehensive
1
8
442
5
2024-04-08 15:21:39.172097
Poor
Yes
Weekly
Apartment
677
1,185,227
28
Female
9,504
Single
3
PhD
null
44.920618
Urban
Basic
2
6
475
6
2020-08-20 15:21:39.102694
Average
No
Weekly
Apartment
865
1,185,228
54
Male
9,527
Single
2
Master's
null
24.985076
Suburban
Basic
1
1
748
8
2022-07-10 15:21:39.123711
Good
No
Daily
Condo
519
1,185,229
35
Male
39,429
Single
3
Master's
null
35.86838
Suburban
Comprehensive
0
12
648
8
2021-09-25 15:21:39.192212
Good
No
Monthly
House
806
1,185,230
28
Female
29,073
Single
0
PhD
Employed
41.682805
Suburban
Comprehensive
1
9
733
2
2021-10-22 15:21:39.181605
Poor
No
Monthly
House
23
1,185,231
32
Male
37,882
Single
4
PhD
Employed
19.944161
Urban
Comprehensive
0
17
786
7
2020-07-29 15:21:39.252145
Poor
Yes
Monthly
House
2,340
1,185,232
null
Female
25,982
Divorced
3
PhD
null
20.257579
Urban
Basic
0
15
301
4
2019-11-02 15:21:39.226954
null
No
Daily
Apartment
477
1,185,233
18
Male
30,779
Married
2
High School
Self-Employed
41.152098
Urban
Premium
3
2
666
1
2023-10-08 15:21:39.134960
Poor
Yes
Weekly
House
886
1,185,234
51
Female
137,798
Single
0
Bachelor's
null
13.69391
Rural
Premium
0
8
360
1
2021-11-26 15:21:39.155231
Poor
Yes
Weekly
Condo
395
1,185,235
56
Female
9,897
Single
2
High School
Employed
41.737393
Suburban
Basic
0
18
null
8
2021-04-18 15:21:39.226954
Poor
No
Rarely
House
1,296
1,185,236
42
Male
1,119
Divorced
0
Master's
Employed
15.391728
Urban
Basic
2
18
843
5
2021-04-10 15:21:39.259788
Average
No
Rarely
House
3,084
1,185,237
38
Female
1,099
Single
4
Master's
Unemployed
33.938882
Suburban
Comprehensive
0
14
739
4
2023-06-22 15:21:39.155231
Average
No
Rarely
House
2,626
1,185,238
46
Female
28,666
Divorced
4
Master's
Employed
6.717195
Suburban
Comprehensive
1
16
439
4
2023-04-09 15:21:39.102694
Good
No
Monthly
Condo
1,131
1,185,239
62
Female
17,069
Married
0
High School
Self-Employed
18.353965
Rural
Premium
0
8
818
5
2020-07-14 15:21:39.152732
Average
No
Daily
Apartment
1,201
1,185,240
52
Male
8,982
Divorced
1
Master's
Employed
12.484949
Suburban
Basic
null
4
636
6
2023-01-28 15:21:39.256696
Poor
No
Rarely
Condo
573
1,185,241
null
Male
17,553
Single
3
High School
null
19.995548
Urban
Basic
5
9
656
6
2020-03-11 15:21:39.237118
null
Yes
Monthly
Apartment
2,087
1,185,242
48
Female
22,700
Divorced
0
Bachelor's
Unemployed
19.051214
Urban
Comprehensive
null
2
708
5
2022-02-19 15:21:39.155231
Average
Yes
Rarely
House
448
1,185,243
29
Male
28,450
Single
0
Bachelor's
Employed
9.722735
Rural
Basic
2
4
779
2
2021-12-28 15:21:39.092127
Poor
No
Daily
Apartment
1,162
1,185,244
29
Male
17,850
Divorced
0
PhD
Self-Employed
36.873017
Suburban
Comprehensive
2
3
393
4
2020-04-08 15:21:39.164044
Average
Yes
Monthly
House
1,054
1,185,245
23
Female
80,594
Single
null
PhD
Self-Employed
11.387566
Urban
Premium
2
17
328
2
2022-10-26 15:21:39.134960
Average
Yes
Weekly
Condo
693
1,185,246
57
Male
67
Single
4
High School
Self-Employed
15.35873
Urban
Basic
1
18
464
3
2020-02-03 15:21:39.237118
null
Yes
Rarely
Condo
3,031
1,185,247
49
Male
15,774
Single
2
Bachelor's
Employed
18.570745
Suburban
Premium
null
1
706
3
2023-12-20 15:21:39.229482
Average
Yes
Weekly
Condo
3,259
1,185,248
24
Female
28,706
Married
null
Bachelor's
null
24.231533
Urban
Basic
null
19
787
1
2022-06-12 15:21:39.134960
Good
Yes
Weekly
House
646
1,185,249
36
Male
108,544
Divorced
4
High School
Unemployed
54.487522
Suburban
Basic
0
8
736
3
2022-03-09 15:21:39.209847
Good
Yes
Weekly
House
2,318
1,185,250
24
Female
43,007
Single
4
High School
Self-Employed
31.27214
Rural
Premium
null
7
540
6
2021-12-09 15:21:39.272456
Poor
Yes
Daily
Condo
635
1,185,251
43
Male
60,745
Married
null
High School
Employed
30.054523
Urban
Comprehensive
0
11
425
2
2023-05-04 15:21:39.130190
Poor
Yes
Weekly
House
542
1,185,252
36
Female
11,600
Single
1
PhD
null
39.828331
Suburban
Premium
null
5
848
7
2021-02-01 15:21:39.192212
Good
Yes
Rarely
Apartment
1,448
1,185,253
43
Female
940
Divorced
0
Bachelor's
null
27.292228
Suburban
Comprehensive
3
17
null
1
2024-01-28 15:21:39.224915
Poor
Yes
Daily
Condo
978
1,185,254
39
Male
12,899
Single
4
Bachelor's
Unemployed
33.527182
Suburban
Comprehensive
1
5
558
3
2022-08-04 15:21:39.145732
Average
No
Rarely
Condo
35
1,185,255
50
Female
85,970
Married
0
Bachelor's
Unemployed
50.839733
Suburban
Basic
null
0
442
3
2020-05-29 15:21:39.120168
Good
No
Monthly
House
831
1,185,256
26
Male
4,718
Divorced
3
PhD
Self-Employed
31.887558
Rural
Comprehensive
1
15
569
7
2019-10-29 15:21:39.237118
Good
Yes
Weekly
Apartment
1,148
1,185,257
24
Male
20,571
Divorced
4
PhD
null
40.755902
Rural
Comprehensive
1
6
733
4
2020-02-21 15:21:39.247098
Poor
No
Monthly
Condo
892
1,185,258
21
Male
41,840
Divorced
null
Master's
Unemployed
5.980128
Suburban
Premium
null
11
498
6
2022-05-24 15:21:39.104139
Good
No
Weekly
House
1,082
1,185,259
53
Female
5,540
Divorced
4
High School
Self-Employed
16.443363
Suburban
Basic
null
14
609
4
2021-07-18 15:21:39.150730
Poor
Yes
Monthly
Condo
635
1,185,260
21
Female
34,372
Single
null
PhD
Unemployed
null
Urban
Basic
1
2
766
2
2022-03-01 15:21:39.166062
Good
No
Monthly
Apartment
1,811
1,185,261
24
Female
759
Single
3
High School
null
11.068836
Suburban
Comprehensive
null
10
554
9
2024-03-09 15:21:39.237118
Good
Yes
Rarely
Condo
3,534
1,185,262
27
Female
13,551
Single
3
Bachelor's
Unemployed
36.028638
Suburban
Comprehensive
1
15
329
3
2019-09-27 15:21:39.235012
Poor
No
Rarely
Condo
1,311
1,185,263
22
Female
29,483
Divorced
1
High School
null
7.674037
Suburban
Premium
0
9
373
2
2020-08-31 15:21:39.082499
Poor
Yes
Daily
Apartment
2,069
1,185,264
53
Female
null
Single
3
PhD
Employed
19.094974
Urban
Comprehensive
2
12
501
9
2020-11-23 15:21:39.191219
null
No
Daily
House
2,077
1,185,265
37
Male
2,426
Divorced
4
PhD
Employed
null
Urban
Comprehensive
null
7
648
2
2022-02-15 15:21:39.176717
Average
Yes
Rarely
Apartment
590
1,185,266
42
Female
17,086
Married
1
Bachelor's
null
37.817649
Urban
Premium
1
15
454
4
2019-11-16 15:21:39.143708
Poor
Yes
Daily
Apartment
687
1,185,267
63
Male
31,688
Married
1
PhD
Self-Employed
13.286918
Urban
Comprehensive
null
4
592
8
2022-07-03 15:21:39.180553
Poor
No
Rarely
House
827
1,185,268
62
Male
11,761
Single
3
Master's
Employed
24.979368
Urban
Comprehensive
1
18
721
9
2024-01-25 15:21:39.250151
Average
Yes
Monthly
House
280
1,185,269
29
Female
34,409
Divorced
0
Bachelor's
null
38.08658
Urban
Basic
null
13
null
4
2023-04-02 15:21:39.132191
Average
Yes
Monthly
House
3,428
1,185,270
58
Male
27,709
Divorced
0
Bachelor's
Employed
7.948002
Rural
Premium
2
14
644
5
2019-10-31 15:21:39.244069
Average
Yes
Rarely
House
711
1,185,271
31
Female
86,867
Married
3
PhD
null
null
Rural
Comprehensive
2
18
351
4
2020-05-24 15:21:39.274993
Average
No
Daily
House
27
1,185,272
49
Female
29,467
Married
2
High School
Self-Employed
7.395878
Rural
Comprehensive
0
10
721
6
2023-05-23 15:21:39.174719
Average
No
Monthly
Condo
1,192
1,185,273
52
Male
16,306
Divorced
2
Bachelor's
Unemployed
24.928505
Suburban
Comprehensive
0
6
834
3
2020-05-20 15:21:39.120168
Average
No
Rarely
Apartment
605
1,185,274
41
Female
12,252
Single
0
Bachelor's
null
5.956428
Rural
Comprehensive
2
7
356
2
2022-02-16 15:21:39.263607
Good
No
Monthly
House
766
1,185,275
44
Male
110,198
Married
0
Bachelor's
Unemployed
9.024908
Suburban
Comprehensive
null
0
407
7
2020-10-09 15:21:39.134960
Good
No
Daily
Condo
2,924
1,185,276
34
Female
3,034
Married
4
Master's
Employed
49.114069
Suburban
Comprehensive
3
5
470
7
2020-11-02 15:21:39.089116
Poor
Yes
Rarely
Apartment
3,067
1,185,277
29
Male
53,743
Divorced
0
Master's
Unemployed
36.998948
Suburban
Comprehensive
0
9
375
6
2021-01-24 15:21:39.257696
Poor
No
Rarely
House
391
1,185,278
18
Male
20,997
Divorced
1
High School
Unemployed
23.263543
Suburban
Premium
null
3
null
7
2020-08-07 15:21:39.172097
Poor
Yes
Monthly
Condo
814
1,185,279
31
Male
319
Single
2
Master's
Self-Employed
21.261017
Suburban
Premium
1
1
310
1
2021-02-02 15:21:39.134960
Average
No
Weekly
Condo
20
1,185,280
55
Female
76,428
Married
1
Bachelor's
Self-Employed
12.56723
Urban
Premium
1
0
351
4
2022-02-08 15:21:39.172097
Good
Yes
Rarely
House
951
1,185,281
24
Male
15,696
Single
4
High School
Unemployed
42.091137
Urban
Premium
null
1
622
1
2023-02-15 15:21:39.151732
Average
No
Weekly
Condo
2,360
1,185,282
18
Female
26,437
Single
0
PhD
null
9.848008
Urban
Premium
0
9
515
5
2024-07-20 15:21:39.181605
Average
No
Monthly
Condo
1,034
1,185,283
19
Male
65,853
Married
2
Master's
Employed
17.883537
Rural
Comprehensive
0
17
781
5
2019-10-02 15:21:39.155231
Poor
Yes
Weekly
Condo
2,369
1,185,284
40
Female
25,152
Married
2
PhD
null
41.772616
Suburban
Comprehensive
null
5
506
3
2020-03-28 15:21:39.207847
null
No
Weekly
House
618
1,185,285
56
Male
6,753
Divorced
null
High School
Employed
10.05142
Rural
Comprehensive
2
6
551
4
2024-07-08 15:21:39.200452
Good
No
Rarely
Condo
954
1,185,286
24
Male
26,668
Single
3
Master's
Unemployed
15.281301
Urban
Comprehensive
null
15
311
5
2022-08-26 15:21:39.251142
Poor
Yes
Daily
Apartment
955
1,185,287
49
Female
36,866
Married
4
High School
Unemployed
32.148877
Urban
Basic
1
16
382
2
2019-09-10 15:21:39.155231
Poor
No
Rarely
House
2,390
1,185,288
58
Male
626
Divorced
1
PhD
Employed
41.530419
Rural
Comprehensive
2
12
796
9
2020-04-11 15:21:39.081504
Poor
Yes
Weekly
Condo
738
1,185,289
39
Male
29,327
Divorced
0
Bachelor's
null
44.726737
Urban
Premium
0
5
null
5
2023-03-15 15:21:39.155231
Average
Yes
Monthly
House
1,142
1,185,290
27
Male
47,445
Divorced
0
High School
null
24.82416
Urban
Comprehensive
null
8
781
8
2024-04-16 15:21:39.092127
Good
No
Daily
Condo
391
1,185,291
33
Male
818
Single
0
Master's
Unemployed
43.094668
Urban
Basic
null
6
505
2
2023-06-07 15:21:39.134960
Poor
Yes
Daily
House
2,134
1,185,292
22
Male
2,879
Divorced
0
High School
Employed
34.095699
Rural
Premium
null
5
848
1
2023-01-25 15:21:39.134960
Good
Yes
Rarely
Apartment
391
1,185,293
59
Male
23,485
Divorced
1
PhD
Unemployed
28.078617
Urban
Basic
0
5
820
9
2020-10-13 15:21:39.111551
Average
No
Rarely
Apartment
2,886
1,185,294
58
Male
51,834
Single
0
PhD
null
5.539179
Urban
Basic
1
3
303
3
2023-05-06 15:21:39.289099
Good
No
Monthly
Apartment
955
1,185,295
59
Male
4,368
Single
4
Bachelor's
Employed
31.354576
Suburban
Premium
null
13
391
1
2022-04-09 15:21:39.236064
Average
Yes
Rarely
Apartment
1,023
1,185,296
37
Female
18,795
Married
4
Master's
null
6.68475
Suburban
Comprehensive
null
7
779
3
2020-06-20 15:21:39.244069
Poor
No
Monthly
Apartment
733
1,185,297
47
Female
13,197
Single
3
PhD
null
6.948434
Rural
Comprehensive
null
5
795
4
2020-05-30 15:21:39.257696
Good
No
Monthly
House
2,451
1,185,298
22
Female
35,297
Single
3
Master's
Unemployed
25.353888
Suburban
Basic
1
19
796
4
2023-09-12 15:21:39.134960
Average
Yes
Monthly
Apartment
710
1,185,299
47
Male
89,691
Divorced
4
Master's
null
7.082473
Rural
Comprehensive
null
4
463
4
2019-11-13 15:21:39.247098
Average
No
Weekly
House
85