Dataset statistics
Number of variables | 23 |
---|---|
Number of observations | 35 |
Missing cells | 630 |
Missing cells (%) | 78.3% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.1 KiB |
Average record size in memory | 208.8 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 3 |
Unsupported | 18 |
Dataset
Description | 경찰청에서 제공하는 65세 이상 운전면허 소지자 통계입니다. |
---|---|
Author | 경찰청 |
URL | https://www.data.go.kr/data/15048429/fileData.do |
지역 has constant value "" | Constant |
시군구 has constant value "" | Constant |
Unnamed: 5 has 35 (100.0%) missing values | Missing |
Unnamed: 6 has 35 (100.0%) missing values | Missing |
Unnamed: 7 has 35 (100.0%) missing values | Missing |
Unnamed: 8 has 35 (100.0%) missing values | Missing |
Unnamed: 9 has 35 (100.0%) missing values | Missing |
Unnamed: 10 has 35 (100.0%) missing values | Missing |
Unnamed: 11 has 35 (100.0%) missing values | Missing |
Unnamed: 12 has 35 (100.0%) missing values | Missing |
Unnamed: 13 has 35 (100.0%) missing values | Missing |
Unnamed: 14 has 35 (100.0%) missing values | Missing |
Unnamed: 15 has 35 (100.0%) missing values | Missing |
Unnamed: 16 has 35 (100.0%) missing values | Missing |
Unnamed: 17 has 35 (100.0%) missing values | Missing |
Unnamed: 18 has 35 (100.0%) missing values | Missing |
Unnamed: 19 has 35 (100.0%) missing values | Missing |
Unnamed: 20 has 35 (100.0%) missing values | Missing |
Unnamed: 21 has 35 (100.0%) missing values | Missing |
Unnamed: 22 has 35 (100.0%) missing values | Missing |
나이구분 has unique values | Unique |
2020-12-31 has unique values | Unique |
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-12-12 14:14:15.208899 |
---|---|
Analysis finished | 2023-12-12 14:14:15.332891 |
Duration | 0.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
지역
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 412.0 B |
서울 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울 |
---|---|
2nd row | 서울 |
3rd row | 서울 |
4th row | 서울 |
5th row | 서울 |
Common Values
Value | Count | Frequency (%) |
서울 | 35 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서울 | 35 |
시군구
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 412.0 B |
동작 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 동작 |
---|---|
2nd row | 동작 |
3rd row | 동작 |
4th row | 동작 |
5th row | 동작 |
Common Values
Value | Count | Frequency (%) |
동작 | 35 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
동작 | 35 |
나이구분
Real number (ℝ)
UNIQUE
 
Distinct | 35 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 82 |
Minimum | 65 |
---|---|
Maximum | 99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 447.0 B |
Quantile statistics
Minimum | 65 |
---|---|
5-th percentile | 66.7 |
Q1 | 73.5 |
median | 82 |
Q3 | 90.5 |
95-th percentile | 97.3 |
Maximum | 99 |
Range | 34 |
Interquartile range (IQR) | 17 |
Descriptive statistics
Standard deviation | 10.246951 |
---|---|
Coefficient of variation (CV) | 0.12496281 |
Kurtosis | -1.2 |
Mean | 82 |
Median Absolute Deviation (MAD) | 9 |
Skewness | 0 |
Sum | 2870 |
Variance | 105 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
65 | 1 | 2.9% |
66 | 1 | 2.9% |
85 | 1 | 2.9% |
86 | 1 | 2.9% |
87 | 1 | 2.9% |
88 | 1 | 2.9% |
89 | 1 | 2.9% |
90 | 1 | 2.9% |
91 | 1 | 2.9% |
92 | 1 | 2.9% |
Other values (25) | 25 |
Value | Count | Frequency (%) |
65 | 1 | |
66 | 1 | |
67 | 1 | |
68 | 1 | |
69 | 1 | |
70 | 1 | |
71 | 1 | |
72 | 1 | |
73 | 1 | |
74 | 1 |
Value | Count | Frequency (%) |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 | |
90 | 1 |
2019-06-30
Real number (ℝ)
Distinct | 34 |
---|---|
Distinct (%) | 97.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 768.34286 |
Minimum | 2 |
---|---|
Maximum | 2905 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 447.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 2.7 |
Q1 | 27.5 |
median | 327 |
Q3 | 1173 |
95-th percentile | 2581.4 |
Maximum | 2905 |
Range | 2903 |
Interquartile range (IQR) | 1145.5 |
Descriptive statistics
Standard deviation | 902.53356 |
---|---|
Coefficient of variation (CV) | 1.1746495 |
Kurtosis | -0.22011954 |
Mean | 768.34286 |
Median Absolute Deviation (MAD) | 322 |
Skewness | 1.0188999 |
Sum | 26892 |
Variance | 814566.82 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 2 | 5.7% |
2905 | 1 | 2.9% |
22 | 1 | 2.9% |
147 | 1 | 2.9% |
122 | 1 | 2.9% |
82 | 1 | 2.9% |
53 | 1 | 2.9% |
39 | 1 | 2.9% |
33 | 1 | 2.9% |
15 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
2 | 2 | |
3 | 1 | |
5 | 1 | |
6 | 1 | |
14 | 1 | |
15 | 1 | |
16 | 1 | |
22 | 1 | |
33 | 1 | |
39 | 1 |
Value | Count | Frequency (%) |
2905 | 1 | |
2664 | 1 | |
2546 | 1 | |
2073 | 1 | |
2008 | 1 | |
1931 | 1 | |
1884 | 1 | |
1738 | 1 | |
1212 | 1 | |
1134 | 1 |
2020-12-31
Real number (ℝ)
UNIQUE
 
Distinct | 35 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 858.28571 |
Minimum | 3 |
---|---|
Maximum | 3701 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 447.0 B |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 6.4 |
Q1 | 32 |
median | 367 |
Q3 | 1535 |
95-th percentile | 2851 |
Maximum | 3701 |
Range | 3698 |
Interquartile range (IQR) | 1503 |
Descriptive statistics
Standard deviation | 1028.296 |
---|---|
Coefficient of variation (CV) | 1.1980813 |
Kurtosis | 0.55394436 |
Mean | 858.28571 |
Median Absolute Deviation (MAD) | 359 |
Skewness | 1.2022176 |
Sum | 30040 |
Variance | 1057392.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3701 | 1 | 2.9% |
3012 | 1 | 2.9% |
188 | 1 | 2.9% |
142 | 1 | 2.9% |
98 | 1 | 2.9% |
76 | 1 | 2.9% |
50 | 1 | 2.9% |
30 | 1 | 2.9% |
34 | 1 | 2.9% |
18 | 1 | 2.9% |
Other values (25) | 25 |
Value | Count | Frequency (%) |
3 | 1 | |
5 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 | |
18 | 1 | |
19 | 1 | |
30 | 1 | |
34 | 1 |
Value | Count | Frequency (%) |
3701 | 1 | |
3012 | 1 | |
2782 | 1 | |
2620 | 1 | |
1951 | 1 | |
1902 | 1 | |
1865 | 1 | |
1807 | 1 | |
1739 | 1 | |
1331 | 1 |
Unnamed: 5
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 10
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 11
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 12
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 13
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 14
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 15
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 16
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 17
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 18
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 19
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 20
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 21
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
Unnamed: 22
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 35 |
---|---|
Missing (%) | 100.0% |
Memory size | 447.0 B |
지역 | 시군구 | 나이구분 | 2019-06-30 | 2020-12-31 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 서울 | 동작 | 65 | 2905 | 3701 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 서울 | 동작 | 66 | 2664 | 3012 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 서울 | 동작 | 67 | 2546 | 2620 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 서울 | 동작 | 68 | 2008 | 2782 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 서울 | 동작 | 69 | 2073 | 1902 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 서울 | 동작 | 70 | 1931 | 1951 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 서울 | 동작 | 71 | 1884 | 1865 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
7 | 서울 | 동작 | 72 | 1738 | 1807 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 서울 | 동작 | 73 | 1134 | 1739 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 서울 | 동작 | 74 | 1212 | 1331 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
지역 | 시군구 | 나이구분 | 2019-06-30 | 2020-12-31 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 | 서울 | 동작 | 90 | 33 | 30 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
26 | 서울 | 동작 | 91 | 22 | 34 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
27 | 서울 | 동작 | 92 | 15 | 18 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
28 | 서울 | 동작 | 93 | 14 | 19 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
29 | 서울 | 동작 | 94 | 16 | 10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
30 | 서울 | 동작 | 95 | 3 | 9 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
31 | 서울 | 동작 | 96 | 6 | 8 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
32 | 서울 | 동작 | 97 | 2 | 5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
33 | 서울 | 동작 | 98 | 2 | 3 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
34 | 서울 | 동작 | 99 | 5 | 7 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |