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
1,168,200
20
Male
77,873
Married
1
Master's
Employed
46.56622
Urban
Comprehensive
1
17
418
7
2022-09-14 15:21:39.203442
Average
No
Monthly
House
1,779
1,168,201
34
Male
29,696
Married
2
Master's
Self-Employed
49.26159
Suburban
Comprehensive
1
2
453
8
2021-04-13 15:21:39.083497
Poor
Yes
Weekly
Condo
728
1,168,202
43
Male
17,720
Single
4
PhD
Self-Employed
31.495119
Rural
Basic
null
3
668
1
2019-11-11 15:21:39.276901
Good
No
Rarely
Condo
453
1,168,203
51
Female
20,160
Divorced
3
High School
Employed
22.824536
Suburban
Premium
null
5
592
5
2019-10-30 15:21:39.289099
Poor
No
Monthly
House
1,577
1,168,204
21
Female
38,700
Divorced
3
PhD
Self-Employed
14.994523
Rural
Comprehensive
null
9
848
2
2019-10-21 15:21:39.081504
Good
No
Rarely
House
1,209
1,168,205
35
Male
75,209
Married
3
Master's
Unemployed
18.443963
Rural
Basic
1
17
364
5
2023-06-14 15:21:39.155231
Average
Yes
Monthly
Apartment
790
1,168,206
null
Female
30,280
Married
null
PhD
Self-Employed
13.28131
Rural
Comprehensive
1
0
658
2
2022-10-26 15:21:39.174719
Average
No
Daily
House
961
1,168,207
63
Male
21,324
Single
4
Master's
Unemployed
12.906286
Rural
Basic
1
9
400
2
2020-10-10 15:21:39.155231
Average
No
Weekly
Apartment
879
1,168,208
57
Male
35,446
Divorced
0
Master's
Unemployed
29.963277
Rural
Premium
null
7
336
5
2020-09-29 15:21:39.184157
Average
No
Rarely
House
548
1,168,209
37
Male
30,226
Married
3
Bachelor's
Self-Employed
29.407989
Urban
Premium
null
7
847
1
2022-12-29 15:21:39.084065
Average
No
Rarely
House
716
1,168,210
36
Male
29,593
Married
0
High School
Unemployed
10.838169
Urban
Premium
null
19
731
1
2022-10-05 15:21:39.249100
Average
No
Rarely
Apartment
614
1,168,211
51
Male
14,085
Single
0
PhD
null
25.827691
Urban
Basic
0
19
543
2
2022-07-12 15:21:39.134960
Good
No
Daily
House
815
1,168,212
31
Male
1,823
Single
0
PhD
Unemployed
21.394927
Urban
Premium
0
9
637
5
2024-07-04 15:21:39.261856
null
Yes
Weekly
Apartment
1,722
1,168,213
27
Female
5,866
Divorced
4
High School
null
38.636262
Suburban
Basic
0
16
510
4
2020-11-15 15:21:39.260856
Good
Yes
Daily
Apartment
1,346
1,168,214
45
Male
44,369
null
0
Bachelor's
Self-Employed
32.573328
Suburban
Premium
0
17
540
3
2019-11-12 15:21:39.204790
Average
No
Rarely
House
1,554
1,168,215
47
Male
40,454
Married
2
Bachelor's
Self-Employed
35.252061
Urban
Premium
1
4
null
6
2022-03-30 15:21:39.274993
Average
No
Daily
Apartment
661
1,168,216
59
Male
37,991
Divorced
4
Master's
Employed
22.280115
Suburban
Comprehensive
null
11
644
6
2021-08-07 15:21:39.082499
Average
Yes
Weekly
Apartment
871
1,168,217
30
Female
18,085
Divorced
0
Master's
Employed
23.764243
Rural
Basic
0
9
813
3
2022-02-06 15:21:39.224915
Good
No
Monthly
House
602
1,168,218
20
Female
37,663
Divorced
4
PhD
Employed
33.084516
Rural
Comprehensive
null
14
844
7
2022-09-16 15:21:39.176717
Poor
Yes
Weekly
Condo
2,133
1,168,219
33
Female
24,146
Divorced
3
High School
Self-Employed
null
Rural
Basic
0
19
651
8
2020-04-18 15:21:39.105504
Poor
No
Rarely
Condo
2,040
1,168,220
18
Male
2,691
Divorced
1
Bachelor's
null
19.777521
Urban
Premium
2
4
668
8
2021-12-17 15:21:39.084065
Poor
Yes
Daily
Condo
638
1,168,221
33
Female
85,701
Married
0
Master's
Unemployed
22.246076
Rural
Comprehensive
1
16
662
5
2023-01-31 15:21:39.180553
Average
No
Daily
Condo
263
1,168,222
27
Female
6,672
Divorced
2
Bachelor's
Unemployed
17.908019
Suburban
Basic
null
5
358
2
2021-07-26 15:21:39.100695
Average
Yes
Weekly
Apartment
1,614
1,168,223
47
Female
7,876
Married
null
Bachelor's
null
8.873363
Urban
Premium
1
14
null
1
2022-06-08 15:21:39.237118
Average
Yes
Rarely
Condo
2,653
1,168,224
39
Male
55,724
Married
2
PhD
Employed
32.182906
Suburban
Comprehensive
null
1
477
5
2024-08-05 15:21:39.214388
Good
Yes
Daily
Condo
21
1,168,225
24
Female
17,054
Divorced
3
Bachelor's
null
26.94448
Urban
Premium
1
18
575
5
2020-05-25 15:21:39.155231
Average
No
Rarely
Condo
327
1,168,226
32
Female
8,881
Married
0
Master's
Self-Employed
20.98868
Urban
Premium
1
17
703
4
2021-05-13 15:21:39.151732
Average
Yes
Weekly
Apartment
829
1,168,227
34
Male
35,484
Divorced
2
Bachelor's
Employed
null
Urban
Premium
3
10
513
3
2023-10-12 15:21:39.177724
Poor
Yes
Daily
House
876
1,168,228
37
Male
64,441
Divorced
2
Master's
Employed
11.646494
Urban
Premium
3
14
736
3
2022-12-10 15:21:39.134960
Average
No
Weekly
Apartment
2,701
1,168,229
54
Female
39,216
Divorced
0
Bachelor's
Employed
13.171353
Urban
Comprehensive
0
16
761
7
2020-03-16 15:21:39.106582
null
Yes
Monthly
House
861
1,168,230
57
Female
30,224
Single
0
Bachelor's
null
30.848358
Suburban
Comprehensive
null
10
575
8
2021-06-30 15:21:39.250151
Poor
No
Monthly
Condo
609
1,168,231
24
Female
null
Single
4
Bachelor's
null
15.661528
Suburban
Comprehensive
0
1
433
7
2020-09-16 15:21:39.230483
Good
No
Weekly
House
964
1,168,232
27
Female
131,233
Married
0
Bachelor's
Employed
16.828173
Rural
Comprehensive
2
7
393
3
2022-05-22 15:21:39.146733
Poor
No
Daily
House
955
1,168,233
51
Female
19,873
Single
null
PhD
Self-Employed
18.968824
Rural
Basic
2
18
369
2
2023-07-10 15:21:39.148733
Good
No
Rarely
House
705
1,168,234
49
Female
18,122
Single
2
PhD
Self-Employed
49.281617
Urban
Basic
0
17
630
2
2023-01-14 15:21:39.102694
Good
No
Daily
House
2,240
1,168,235
37
Male
3,461
Single
2
Master's
Unemployed
46.645849
Suburban
Premium
2
3
587
1
2021-03-20 15:21:39.229482
Poor
No
Rarely
House
1,312
1,168,236
60
Female
124,946
Single
2
PhD
Employed
23.334319
Rural
Premium
2
7
799
3
2024-03-16 15:21:39.155231
Poor
No
Weekly
House
3,128
1,168,237
31
Female
111,955
Divorced
2
Bachelor's
null
39.78366
Rural
Comprehensive
0
16
453
1
2023-12-08 15:21:39.092127
Average
Yes
Daily
Condo
25
1,168,238
59
Male
null
Married
null
High School
Employed
41.735116
Rural
Comprehensive
1
17
833
4
2020-05-18 15:21:39.168099
Average
No
Daily
House
50
1,168,239
43
Male
null
Married
0
High School
Employed
38.774137
Suburban
Premium
3
16
null
7
2024-03-12 15:21:39.155231
Average
No
Weekly
House
3,138
1,168,240
25
Female
12,617
Single
3
Master's
Self-Employed
30.24292
Suburban
Premium
null
15
541
8
2019-10-12 15:21:39.092127
Good
No
Rarely
Condo
1,098
1,168,241
33
Female
12,082
Divorced
3
Master's
Self-Employed
31.86531
Urban
Basic
2
8
696
1
2022-04-08 15:21:39.134960
Good
Yes
Daily
Condo
567
1,168,242
51
Female
38,470
Married
1
High School
Self-Employed
21.554117
Rural
Basic
0
2
807
9
2020-03-03 15:21:39.263432
Average
Yes
Daily
Condo
1,148
1,168,243
36
Male
18,644
Divorced
3
PhD
Unemployed
23.923763
Urban
Basic
null
9
543
6
2022-02-17 15:21:39.082499
Poor
No
Rarely
Condo
728
1,168,244
35
Female
53,354
Married
4
Bachelor's
Self-Employed
45.16977
Urban
Premium
0
4
363
5
2024-05-31 15:21:39.185215
Good
Yes
Daily
Apartment
656
1,168,245
43
Male
71,645
Divorced
null
Master's
null
45.888875
Urban
Basic
1
15
769
9
2021-08-28 15:21:39.134960
Poor
No
Weekly
House
216
1,168,246
41
Female
65,882
Single
2
Bachelor's
null
30.495633
Rural
Comprehensive
2
17
417
5
2023-10-03 15:21:39.206847
Average
Yes
Rarely
Condo
1,498
1,168,247
53
Female
15,585
Single
1
PhD
null
8.247936
Urban
Comprehensive
2
4
471
7
2022-08-06 15:21:39.167099
Good
No
Weekly
House
729
1,168,248
34
Male
34,764
Married
0
Master's
Employed
31.259951
Urban
Basic
null
6
704
2
2019-08-27 15:21:39.134960
Good
Yes
Daily
House
825
1,168,249
23
Male
null
Divorced
0
High School
Unemployed
19.262271
Suburban
Basic
1
6
742
3
2024-01-23 15:21:39.130190
Poor
Yes
Weekly
Condo
82
1,168,250
28
Female
44,213
Married
2
Master's
Unemployed
31.098732
Rural
Premium
1
2
532
6
2022-02-10 15:21:39.244069
Good
No
Monthly
House
3,274
1,168,251
56
Male
70,925
Married
0
High School
Unemployed
42.967264
Suburban
Basic
1
18
713
5
2023-10-16 15:21:39.173834
Good
No
Monthly
Apartment
148
1,168,252
20
Female
4,522
Single
3
Master's
null
4.147215
Urban
Comprehensive
2
0
829
5
2021-04-28 15:21:39.283783
Poor
No
Monthly
Condo
477
1,168,253
53
Female
43,815
Married
4
Bachelor's
null
10.848678
Suburban
Basic
null
15
678
8
2020-01-05 15:21:39.096739
Poor
Yes
Weekly
Apartment
602
1,168,254
45
Male
141,726
Single
2
Bachelor's
Employed
null
Rural
Basic
null
14
469
9
2024-05-14 15:21:39.155231
Good
Yes
Weekly
Condo
1,273
1,168,255
23
Male
12,086
Married
3
High School
null
28.241171
Suburban
Premium
null
3
349
5
2020-10-23 15:21:39.104139
Average
No
Rarely
Apartment
1,484
1,168,256
50
Male
39,735
Married
0
Bachelor's
null
10.381554
Suburban
Comprehensive
null
0
538
3
2019-11-11 15:21:39.151732
Average
Yes
Rarely
Apartment
1,580
1,168,257
22
Male
62,727
Married
3
Master's
null
11.646726
Rural
Premium
1
4
464
4
2022-07-02 15:21:39.214388
Poor
No
Monthly
Apartment
1,838
1,168,258
21
Female
null
Divorced
3
Bachelor's
Unemployed
35.619382
Urban
Premium
2
15
486
9
2024-05-23 15:21:39.276901
Poor
No
Weekly
Apartment
3,136
1,168,259
26
Female
3,445
Married
2
Master's
Unemployed
40.596096
Urban
Comprehensive
0
10
754
6
2021-04-21 15:21:39.288099
Average
No
Weekly
Condo
2,047
1,168,260
45
Male
45,889
Single
2
Bachelor's
Employed
33.938777
Urban
Basic
2
6
790
9
2024-03-05 15:21:39.237118
Poor
No
Rarely
Apartment
779
1,168,261
42
Female
18,277
Married
0
Master's
Unemployed
37.692468
Rural
Premium
0
9
640
6
2024-07-09 15:21:39.151732
Average
No
Monthly
House
710
1,168,262
40
Male
10,131
Single
3
High School
Unemployed
26.371966
Urban
Premium
1
12
725
7
2021-05-16 15:21:39.098696
Good
Yes
Rarely
House
704
1,168,263
59
Male
5,006
Single
0
Bachelor's
Self-Employed
15.947268
Suburban
Comprehensive
null
12
825
6
2022-05-02 15:21:39.166062
Good
Yes
Weekly
House
1,698
1,168,264
35
Male
29,185
Married
0
Bachelor's
Unemployed
4.587598
Suburban
Premium
null
5
775
7
2020-04-29 15:21:39.155231
Poor
Yes
Weekly
Condo
966
1,168,265
62
Male
43,800
Married
0
Master's
Unemployed
8.812161
Rural
Basic
0
9
711
6
2023-09-24 15:21:39.084065
Poor
No
Daily
House
878
1,168,266
28
Female
15,984
Married
0
PhD
Unemployed
null
Suburban
Comprehensive
null
11
535
5
2023-12-23 15:21:39.202448
Poor
Yes
Rarely
Apartment
24
1,168,267
34
Female
5,855
Married
4
Bachelor's
null
19.826393
Rural
Premium
1
3
569
6
2024-05-29 15:21:39.101733
Poor
No
Daily
Condo
73
1,168,268
37
Male
29,087
Married
null
High School
Unemployed
16.939102
Suburban
Comprehensive
1
16
561
1
2022-09-06 15:21:39.146733
Average
No
Rarely
Apartment
647
1,168,269
41
Male
72,623
Single
1
Bachelor's
Self-Employed
12.92615
Urban
Basic
0
17
414
3
2023-06-09 15:21:39.237118
Good
Yes
Weekly
House
30
1,168,270
37
Male
28,961
Divorced
null
High School
Self-Employed
17.392977
Urban
Premium
null
10
587
3
2020-11-22 15:21:39.092127
null
Yes
Weekly
Condo
909
1,168,271
59
Female
108,893
Divorced
1
PhD
Employed
27.172378
Urban
Premium
2
1
null
8
2022-10-15 15:21:39.261856
Average
Yes
Daily
Apartment
1,884
1,168,272
47
Male
18,993
Divorced
4
High School
null
28.553202
Rural
Basic
null
5
824
2
2020-08-09 15:21:39.232526
Average
No
Daily
House
1,695
1,168,273
31
Male
75,816
Divorced
0
High School
Self-Employed
41.624007
Rural
Basic
2
1
531
4
2023-04-20 15:21:39.229482
Average
Yes
Daily
Condo
123
1,168,274
45
Female
81,873
Married
4
High School
null
40.042828
Urban
Comprehensive
3
9
741
2
2020-05-10 15:21:39.133866
Good
Yes
Monthly
Condo
2,685
1,168,275
44
Male
30,650
Divorced
0
PhD
Employed
21.399913
Rural
Basic
0
7
694
7
2023-08-22 15:21:39.259648
Poor
No
Weekly
Condo
176
1,168,276
30
Male
33,016
Married
3
Bachelor's
Self-Employed
27.239577
Urban
Premium
0
6
744
4
2022-03-07 15:21:39.281787
null
No
Daily
House
1,086
1,168,277
58
Female
817
Single
2
PhD
null
21.834175
Rural
Premium
1
3
434
3
2020-11-22 15:21:39.081504
Poor
Yes
Monthly
House
1,218
1,168,278
null
Male
38,156
Single
null
PhD
Employed
32.090431
Suburban
Basic
0
18
705
9
2020-03-14 15:21:39.102694
Average
Yes
Rarely
Condo
1,292
1,168,279
45
Female
1,927
Single
1
PhD
Unemployed
30.08169
Rural
Comprehensive
0
8
424
4
2019-08-17 15:21:39.246098
Poor
Yes
Daily
Apartment
2,569
1,168,280
33
Male
28,463
Married
0
Master's
null
5.908381
Urban
Basic
0
3
null
3
2023-05-17 15:21:39.165120
Good
No
Monthly
Condo
2,186
1,168,281
58
Male
2,099
Single
2
Master's
Unemployed
15.121731
Suburban
Basic
1
15
365
6
2022-02-06 15:21:39.272456
Poor
No
Monthly
House
1,527
1,168,282
54
Female
33,080
Single
1
High School
Unemployed
17.589539
Suburban
Comprehensive
1
7
615
2
2024-04-08 15:21:39.237118
Poor
No
Rarely
Apartment
45
1,168,283
51
Male
24,863
Divorced
2
Bachelor's
null
16.838359
Suburban
Comprehensive
null
18
334
9
2023-02-18 15:21:39.151732
null
Yes
Rarely
Apartment
1,136
1,168,284
54
Female
24,961
Divorced
0
PhD
Unemployed
19.232218
Suburban
Premium
1
17
699
6
2021-07-08 15:21:39.147735
Poor
Yes
Daily
Condo
26
1,168,285
33
Female
38,217
Married
4
Bachelor's
Self-Employed
12.00892
Rural
Basic
2
15
798
5
2022-06-27 15:21:39.085129
Poor
No
Daily
Condo
1,155
1,168,286
51
Female
13,705
Divorced
3
Bachelor's
null
25.919143
Rural
Basic
1
12
847
4
2023-12-25 15:21:39.210805
Average
Yes
Monthly
Condo
120
1,168,287
54
Male
11,791
Divorced
2
Bachelor's
Self-Employed
16.917233
Rural
Comprehensive
0
10
764
4
2023-02-18 15:21:39.172097
Good
No
Monthly
Condo
933
1,168,288
49
Male
36,287
Divorced
0
Master's
Self-Employed
16.948561
Urban
Comprehensive
0
10
600
4
2023-01-31 15:21:39.155231
Poor
Yes
Weekly
Condo
1,328
1,168,289
25
Female
81,244
Single
0
High School
null
40.514717
Suburban
Basic
2
11
614
8
2024-05-27 15:21:39.171102
null
No
Rarely
Apartment
639
1,168,290
58
Female
null
Married
3
PhD
null
17.404548
Suburban
Comprehensive
1
6
694
5
2020-10-28 15:21:39.167099
Average
Yes
Daily
House
110
1,168,291
60
Female
4,874
Married
3
Bachelor's
Unemployed
42.420639
Urban
Premium
0
18
697
9
2020-02-19 15:21:39.134960
null
No
Rarely
House
1,330
1,168,292
20
Male
77,872
Divorced
1
Master's
Unemployed
19.970032
Urban
Premium
null
9
590
9
2023-08-13 15:21:39.134960
Poor
No
Daily
Apartment
131
1,168,293
39
Female
11,555
Married
0
Bachelor's
null
42.769808
Suburban
Comprehensive
0
13
null
6
2022-09-18 15:21:39.281787
Good
Yes
Monthly
Condo
1,656
1,168,294
44
Male
106,381
Married
4
PhD
Unemployed
44.181062
Suburban
Basic
0
18
587
9
2022-06-28 15:21:39.151732
Average
No
Rarely
Apartment
401
1,168,295
53
Female
23,173
Married
0
High School
Self-Employed
19.923279
Rural
Basic
1
15
561
2
2024-05-31 15:21:39.170099
Poor
No
Weekly
Apartment
740
1,168,296
41
Male
514
Divorced
1
Master's
null
35.965822
Suburban
Basic
2
5
311
4
2020-12-03 15:21:39.080440
null
No
Monthly
Apartment
1,992
1,168,297
57
Female
26,203
Single
1
High School
null
28.93629
Urban
Comprehensive
null
19
684
7
2021-08-28 15:21:39.096739
Good
Yes
Rarely
House
1,316
1,168,298
30
Male
4,675
Divorced
2
PhD
Self-Employed
23.091433
Urban
Basic
null
4
665
9
2020-03-19 15:21:39.250151
Good
Yes
Rarely
Apartment
2,155
1,168,299
44
Male
null
Divorced
4
High School
Unemployed
31.065122
Suburban
Premium
0
11
694
8
2023-06-14 15:21:39.207847
Good
No
Weekly
Apartment
150