id
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0
1.2M
Age
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18
64
Gender
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2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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0
4
Education Level
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4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
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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
100
51
Male
82,546
Divorced
null
Bachelor's
Employed
null
Rural
Premium
null
3
446
5
2023-03-30 15:21:39.097737
Good
No
Monthly
Apartment
3,378
101
39
Female
null
Married
0
High School
null
24.534293
Suburban
Basic
null
7
null
5
2024-04-23 15:21:39.155231
Good
No
Daily
House
164
102
63
Female
31,400
Married
4
Bachelor's
Employed
15.936012
Suburban
Basic
0
0
593
2
2020-11-22 15:21:39.259788
Average
No
Monthly
Apartment
657
103
34
Female
4,098
Single
1
Master's
null
43.695031
Rural
Basic
0
5
576
4
2020-06-30 15:21:39.222387
null
No
Rarely
House
954
104
51
Male
56,415
Married
1
High School
null
51.960859
Suburban
Premium
0
3
493
2
2022-04-15 15:21:39.155231
Poor
No
Rarely
Condo
993
105
44
Female
20,705
Divorced
1
Bachelor's
Self-Employed
15.363099
Suburban
Comprehensive
4
9
479
9
2023-12-22 15:21:39.151732
Poor
No
Monthly
House
619
106
32
Female
45,301
Married
2
Master's
null
20.31875
Rural
Basic
null
10
826
5
2022-07-08 15:21:39.173834
Good
No
Rarely
House
607
107
19
Male
43,953
Divorced
4
Master's
Unemployed
31.715603
Urban
Premium
0
3
null
3
2020-03-27 15:21:39.170099
Poor
Yes
Rarely
House
616
108
62
Female
44,674
Single
0
Master's
Unemployed
40.834183
Urban
Premium
0
5
332
1
2020-04-29 15:21:39.101733
Average
Yes
Daily
Condo
632
109
49
Male
25,863
Divorced
2
Bachelor's
Employed
null
Suburban
Comprehensive
1
0
616
5
2020-09-22 15:21:39.130190
null
No
Monthly
Apartment
2,045
110
45
Female
18,582
Divorced
2
High School
Employed
34.396583
Suburban
Basic
1
14
716
2
2021-05-30 15:21:39.155231
Poor
No
Daily
Condo
541
111
40
Male
14,079
Single
2
PhD
Unemployed
36.567386
Suburban
Premium
0
17
602
3
2023-01-01 15:21:39.179186
Average
No
Monthly
Apartment
1,461
112
55
Female
21,223
Single
4
Master's
Employed
18.869648
Urban
Comprehensive
3
6
343
8
2022-03-02 15:21:39.222387
Average
Yes
Rarely
Apartment
555
113
55
Male
140,988
Married
0
Bachelor's
Unemployed
30.164884
Urban
Comprehensive
1
4
377
7
2019-12-29 15:21:39.088124
Poor
No
Daily
Condo
2,411
114
38
Male
3,718
Single
1
PhD
null
38.7115
Rural
Comprehensive
2
7
788
8
2023-12-03 15:21:39.196387
Average
Yes
Weekly
House
3,111
115
39
Female
36,373
Divorced
2
Master's
Employed
13.518571
Rural
Comprehensive
1
0
748
4
2021-04-10 15:21:39.148733
Average
No
Rarely
Apartment
454
116
57
Male
17,001
Divorced
1
PhD
Employed
14.894766
Rural
Premium
0
6
null
3
2021-09-07 15:21:39.134960
null
No
Daily
Condo
1,055
117
42
Male
32,002
Single
null
High School
Unemployed
28.987627
Urban
Comprehensive
2
7
null
4
2021-10-30 15:21:39.134960
Good
No
Weekly
Condo
549
118
39
Female
648
Single
3
Bachelor's
Employed
null
Rural
Comprehensive
1
14
758
4
2024-06-23 15:21:39.081504
Good
No
Weekly
Apartment
1,405
119
64
Male
18,069
Married
4
High School
Employed
20.182434
Urban
Basic
null
3
null
5
2023-01-28 15:21:39.155231
Good
No
Rarely
Apartment
638
120
18
Male
1,288
Single
2
Bachelor's
Unemployed
34.737971
Suburban
Premium
1
7
571
2
2023-04-15 15:21:39.134960
null
Yes
Weekly
Apartment
2,120
121
34
Female
8,072
Married
1
High School
null
null
Urban
Premium
null
8
null
3
2020-05-18 15:21:39.223901
Poor
No
Monthly
House
1,186
122
32
Male
53,491
Single
1
PhD
Unemployed
51.126435
Suburban
Basic
1
12
554
8
2020-09-25 15:21:39.179186
Average
No
Weekly
House
1,042
123
24
Male
128,516
Divorced
0
PhD
Self-Employed
51.897485
Rural
Basic
0
4
682
9
2021-07-11 15:21:39.170099
Good
Yes
Monthly
Apartment
526
124
38
Male
13,287
Single
4
Master's
Unemployed
46.242829
Suburban
Premium
null
19
641
6
2021-08-11 15:21:39.225916
Average
No
Weekly
House
154
125
18
Male
123,331
Married
null
Master's
null
11.166727
Rural
Premium
0
11
360
2
2022-02-11 15:21:39.248098
Average
Yes
Daily
Condo
1,753
126
48
Female
39,766
Divorced
1
Bachelor's
null
16.753834
Urban
Comprehensive
null
6
null
2
2022-06-05 15:21:39.180553
Poor
Yes
Weekly
Apartment
602
127
20
Male
54,532
Divorced
4
High School
Employed
50.097652
Rural
Premium
1
16
638
4
2023-02-01 15:21:39.194829
Good
Yes
Rarely
House
2,034
128
63
Female
24,983
Married
1
High School
Unemployed
42.753926
Urban
Premium
0
2
522
7
2021-03-28 15:21:39.081504
Poor
No
Weekly
Apartment
902
129
47
Male
3,631
Married
2
PhD
null
37.837642
Rural
Basic
2
0
728
8
2023-02-18 15:21:39.220389
Good
Yes
Monthly
House
731
130
35
Male
365
Single
0
Master's
Unemployed
29.957311
Rural
Comprehensive
0
17
388
9
2020-02-25 15:21:39.267454
Poor
Yes
Monthly
Condo
747
131
56
Female
24,932
Married
2
High School
Employed
49.739385
Suburban
Premium
0
1
535
1
2023-05-28 15:21:39.181605
Average
Yes
Rarely
Apartment
111
132
59
Male
86,031
null
4
Master's
Unemployed
18.878407
Urban
Basic
null
12
519
8
2023-05-16 15:21:39.111551
Average
Yes
Monthly
Condo
2,228
133
18
Female
71,015
Divorced
4
High School
Self-Employed
23.764216
Suburban
Premium
0
18
807
2
2023-10-06 15:21:39.282785
Average
Yes
Monthly
Apartment
378
134
30
Female
12,595
Married
0
High School
null
17.849307
Rural
Comprehensive
1
6
651
9
2022-12-27 15:21:39.237118
Poor
Yes
Rarely
Apartment
677
135
41
Male
10,082
Married
3
Bachelor's
Self-Employed
13.448961
Urban
Premium
null
13
829
8
2023-12-08 15:21:39.263607
Average
Yes
Daily
Apartment
872
136
55
Female
48,834
Single
0
High School
Self-Employed
37.0372
Urban
Premium
null
0
486
5
2021-07-25 15:21:39.098696
Good
No
Rarely
House
298
137
40
Male
17,894
Divorced
1
Bachelor's
Unemployed
26.836285
Suburban
Premium
null
16
null
1
2023-02-16 15:21:39.237118
Good
Yes
Monthly
House
755
138
34
Male
45,974
Divorced
2
Master's
Unemployed
41.922892
Rural
Comprehensive
1
3
620
4
2019-12-31 15:21:39.233485
Poor
No
Rarely
Apartment
1,069
139
41
Female
10,117
Divorced
3
Master's
Self-Employed
6.86526
Urban
Premium
1
12
641
9
2022-06-23 15:21:39.148733
Average
Yes
Monthly
Condo
729
140
31
Male
6,819
Single
null
Master's
null
15.479717
Rural
Basic
null
7
776
6
2021-06-21 15:21:39.123711
Average
No
Weekly
Apartment
1,763
141
60
Male
38,920
Single
4
PhD
null
52.20302
Urban
Premium
1
2
835
6
2022-09-24 15:21:39.082499
Average
Yes
Monthly
Apartment
3,890
142
22
Female
87,770
Divorced
0
PhD
null
null
Suburban
Premium
null
8
779
2
2023-08-30 15:21:39.155231
Average
No
Daily
Condo
2,158
143
57
Male
99,878
Single
4
PhD
Unemployed
23.940724
Suburban
Comprehensive
0
6
432
7
2020-01-13 15:21:39.237118
Average
Yes
Monthly
Apartment
1,596
144
19
Female
23,135
Single
4
PhD
Self-Employed
7.753224
Rural
Comprehensive
null
16
null
9
2023-06-12 15:21:39.180553
Poor
No
Monthly
Condo
673
145
26
Female
596
Married
1
High School
Employed
10.836942
Urban
Basic
1
7
607
1
2022-11-13 15:21:39.155231
null
Yes
Rarely
House
656
146
31
Male
5,719
Divorced
0
Master's
null
28.292019
Urban
Premium
null
1
705
5
2023-11-07 15:21:39.104139
Average
Yes
Weekly
House
588
147
37
Male
1,686
Married
1
PhD
Self-Employed
20.662435
Suburban
Basic
null
3
644
7
2022-07-07 15:21:39.226954
Average
No
Monthly
Condo
25
148
23
Female
16,077
Married
2
PhD
Self-Employed
45.958894
Urban
Comprehensive
null
5
null
8
2024-04-16 15:21:39.221386
Good
Yes
Monthly
House
2,543
149
25
Male
7,073
Single
3
Master's
Employed
17.012323
Rural
Premium
null
19
686
6
2021-11-24 15:21:39.252145
Average
No
Daily
Condo
823
150
62
Female
83,335
Divorced
2
Master's
null
13.085136
Suburban
Comprehensive
1
15
null
3
2023-01-23 15:21:39.164044
Poor
No
Rarely
Condo
277
151
59
Male
29,777
Single
1
Bachelor's
null
27.247945
Urban
Basic
null
5
797
4
2020-10-07 15:21:39.261856
Poor
No
Daily
Condo
446
152
55
Female
54,720
Married
3
PhD
Unemployed
31.552475
Rural
Basic
null
16
509
3
2022-01-16 15:21:39.235012
Poor
No
Weekly
Condo
2,037
153
35
Male
4,907
Single
1
PhD
Unemployed
11.744929
Rural
Premium
null
4
831
6
2021-07-19 15:21:39.155231
Average
No
Monthly
Condo
34
154
61
Female
44,377
Married
1
High School
null
11.581986
Suburban
Comprehensive
2
17
null
9
2024-06-10 15:21:39.246098
Average
No
Weekly
Condo
37
155
26
Male
61,327
Divorced
2
High School
Employed
32.993946
Urban
Premium
0
4
529
8
2022-05-25 15:21:39.102694
Poor
Yes
Rarely
Condo
368
156
62
Female
6,726
Married
2
Bachelor's
Unemployed
6.794343
Suburban
Comprehensive
0
1
774
2
2020-04-12 15:21:39.151732
Average
Yes
Weekly
Condo
44
157
33
Female
3,098
Single
0
Master's
Employed
12.296741
Rural
Basic
3
14
592
7
2023-11-21 15:21:39.185215
Good
Yes
Weekly
House
1,033
158
59
Female
2,098
Divorced
2
High School
null
35.682537
Urban
Comprehensive
null
6
843
1
2021-09-12 15:21:39.144722
Poor
No
Monthly
House
3,134
159
60
Female
null
Single
4
Master's
Unemployed
36.331482
Suburban
Comprehensive
0
8
null
8
2023-08-30 15:21:39.283783
Poor
Yes
Rarely
Apartment
142
160
58
Female
2,592
Divorced
3
Bachelor's
Employed
30.484543
Rural
Comprehensive
3
6
392
4
2024-02-25 15:21:39.260856
Good
Yes
Monthly
Condo
3,040
161
34
Female
17,521
Married
4
Bachelor's
Self-Employed
19.052792
Suburban
Comprehensive
0
18
738
8
2021-07-04 15:21:39.144722
Average
No
Weekly
Apartment
692
162
62
Female
3,739
Single
4
PhD
null
38.691342
Rural
Basic
4
12
486
1
2023-05-22 15:21:39.248098
Poor
No
Daily
House
464
163
24
Male
915
Married
null
PhD
null
23.064262
Rural
Basic
null
3
781
6
2021-11-17 15:21:39.289099
null
Yes
Rarely
Apartment
591
164
55
Male
126,549
Single
4
Master's
null
15.674482
Urban
Comprehensive
null
14
766
6
2022-12-24 15:21:39.086123
Good
No
Daily
Condo
111
165
61
Female
35,817
Single
2
High School
null
45.267976
Rural
Premium
null
2
null
3
2021-07-03 15:21:39.134960
Poor
No
Weekly
Apartment
1,099
166
20
Female
6,039
Married
0
Bachelor's
null
42.715287
Suburban
Basic
null
5
644
1
2023-10-03 15:21:39.221386
Poor
Yes
Weekly
Condo
2,316
167
55
Female
524
Divorced
3
High School
Unemployed
null
Rural
Premium
null
18
602
8
2023-07-31 15:21:39.237118
Poor
Yes
Rarely
House
464
168
25
Male
7,007
Divorced
2
Master's
null
22.451128
Suburban
Comprehensive
2
14
364
8
2022-08-01 15:21:39.187211
null
Yes
Weekly
Condo
868
169
43
Male
null
Single
2
PhD
Unemployed
14.865677
Rural
Basic
0
15
349
5
2021-09-09 15:21:39.258696
Good
No
Daily
Condo
366
170
56
Male
6,058
Single
0
High School
Unemployed
15.38152
Suburban
Premium
0
2
692
7
2023-04-25 15:21:39.155231
Good
Yes
Rarely
Apartment
23
171
51
Male
17,140
Married
2
Master's
Unemployed
20.235943
Rural
Comprehensive
null
19
574
5
2023-10-08 15:21:39.155231
Poor
No
Rarely
Condo
1,028
172
32
Female
123,308
Divorced
2
PhD
Unemployed
22.756639
Suburban
Basic
1
11
324
9
2021-12-18 15:21:39.269494
Good
No
Weekly
Apartment
1,116
173
51
Male
35,200
Married
3
PhD
Employed
33.908859
Rural
Premium
0
0
632
3
2020-05-05 15:21:39.264504
Average
No
Weekly
Apartment
804
174
18
Male
56,994
Single
4
Master's
Self-Employed
42.348428
Suburban
Basic
2
2
379
9
2022-11-02 15:21:39.123711
Poor
Yes
Daily
Apartment
522
175
27
Female
67,578
Single
2
PhD
Unemployed
30.94845
Urban
Comprehensive
1
14
434
5
2022-11-16 15:21:39.143708
Poor
Yes
Monthly
House
913
176
51
Female
87,744
Single
3
High School
Self-Employed
51.769704
Urban
Premium
2
11
442
7
2021-12-29 15:21:39.237118
Average
Yes
Rarely
Apartment
1,592
177
27
Male
16,424
Single
4
Bachelor's
Employed
7.746162
Rural
Basic
null
2
497
5
2021-03-24 15:21:39.190215
Good
No
Daily
Condo
1,022
178
64
Male
40,512
Married
4
PhD
Unemployed
25.826544
Rural
Basic
1
4
764
7
2020-11-13 15:21:39.155231
Good
No
Weekly
House
2,476
179
63
Female
1,038
Married
3
Bachelor's
Unemployed
15.865622
Rural
Premium
1
0
429
7
2023-03-17 15:21:39.134960
Good
Yes
Monthly
House
48
180
30
Male
13,635
Divorced
3
High School
Unemployed
3.957421
Rural
Basic
0
2
683
3
2023-01-28 15:21:39.189223
Average
No
Rarely
House
85
181
33
Male
5,079
Married
0
PhD
Unemployed
16.482065
Urban
Premium
0
14
770
3
2019-08-30 15:21:39.134960
Good
Yes
Rarely
Apartment
939
182
62
Female
38,133
Single
4
Bachelor's
Employed
47.12088
Suburban
Comprehensive
null
19
696
5
2020-10-03 15:21:39.179186
Poor
Yes
Rarely
House
1,057
183
21
Female
25,318
Single
1
Bachelor's
null
25.823279
Urban
Comprehensive
0
5
611
6
2022-03-01 15:21:39.186212
Good
Yes
Monthly
House
745
184
59
Male
14,572
Single
0
Bachelor's
Self-Employed
33.883676
Rural
Basic
null
10
436
1
2022-07-19 15:21:39.226954
Poor
No
Weekly
House
2,365
185
21
Male
93,924
Single
null
Bachelor's
Unemployed
47.986401
Rural
Premium
1
6
482
8
2022-08-12 15:21:39.196387
Poor
Yes
Monthly
Apartment
3,168
186
60
Female
29,173
Married
null
Master's
Unemployed
null
Rural
Comprehensive
0
17
null
3
2022-04-24 15:21:39.147735
Good
No
Daily
Condo
1,127
187
35
Female
11,705
Divorced
0
High School
null
41.146814
Urban
Premium
0
5
636
1
2021-10-07 15:21:39.265513
Poor
No
Weekly
Apartment
783
188
40
Female
196
Married
null
Master's
Unemployed
11.656576
Suburban
Premium
1
17
null
3
2021-05-20 15:21:39.245086
Average
No
Monthly
Apartment
1,391
189
51
Female
12,063
Single
3
Master's
Self-Employed
34.590099
Urban
Premium
null
3
null
6
2021-12-27 15:21:39.237118
Poor
Yes
Rarely
Condo
39
190
54
Male
66,284
Divorced
1
Bachelor's
null
16.262079
Rural
Premium
0
12
713
4
2019-11-27 15:21:39.231531
Good
Yes
Monthly
Condo
229
191
60
Female
3,645
Married
4
High School
Unemployed
13.490792
Suburban
Comprehensive
null
4
498
6
2021-04-16 15:21:39.132191
Good
No
Rarely
House
872
192
45
Female
14,450
Divorced
0
High School
Employed
28.378039
Urban
Premium
null
15
479
7
2023-06-20 15:21:39.148733
null
No
Monthly
House
510
193
29
Female
43,928
Married
1
PhD
Self-Employed
19.710311
Urban
Premium
null
6
609
1
2023-10-16 15:21:39.271453
Good
No
Daily
House
722
194
33
Male
53,637
Divorced
3
PhD
Self-Employed
null
Suburban
Comprehensive
1
19
374
7
2021-04-10 15:21:39.267454
Good
No
Daily
House
587
195
39
Male
61,461
Single
2
PhD
Employed
20.780159
Suburban
Comprehensive
2
5
566
5
2021-11-12 15:21:39.237118
null
No
Weekly
House
49
196
32
Male
5,819
Divorced
0
PhD
null
null
Urban
Basic
0
4
784
7
2021-02-09 15:21:39.282785
Average
Yes
Weekly
House
934
197
23
Male
25,444
Married
4
High School
null
10.719385
Rural
Comprehensive
1
5
537
3
2021-01-10 15:21:39.134960
Poor
Yes
Monthly
Condo
1,375
198
46
Female
36,316
Divorced
3
Bachelor's
null
13.8294
Urban
Basic
0
17
648
5
2021-06-13 15:21:39.155231
Average
Yes
Rarely
Apartment
524
199
51
Female
97,966
Single
0
Master's
Self-Employed
9.052357
Rural
Premium
2
14
578
3
2022-09-08 15:21:39.134960
Good
No
Rarely
Apartment
2,343