Overview

Dataset statistics

Number of variables23
Number of observations35
Missing cells630
Missing cells (%)78.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.1 KiB
Average record size in memory208.8 B

Variable types

Categorical2
Numeric3
Unsupported18

Dataset

Description경찰청에서 제공하는 65세 이상 운전면허 소지자 통계입니다.
Author경찰청
URLhttps://www.data.go.kr/data/15048429/fileData.do

Alerts

지역 has constant value ""Constant
시군구 has constant value ""Constant
Unnamed: 5 has 35 (100.0%) missing valuesMissing
Unnamed: 6 has 35 (100.0%) missing valuesMissing
Unnamed: 7 has 35 (100.0%) missing valuesMissing
Unnamed: 8 has 35 (100.0%) missing valuesMissing
Unnamed: 9 has 35 (100.0%) missing valuesMissing
Unnamed: 10 has 35 (100.0%) missing valuesMissing
Unnamed: 11 has 35 (100.0%) missing valuesMissing
Unnamed: 12 has 35 (100.0%) missing valuesMissing
Unnamed: 13 has 35 (100.0%) missing valuesMissing
Unnamed: 14 has 35 (100.0%) missing valuesMissing
Unnamed: 15 has 35 (100.0%) missing valuesMissing
Unnamed: 16 has 35 (100.0%) missing valuesMissing
Unnamed: 17 has 35 (100.0%) missing valuesMissing
Unnamed: 18 has 35 (100.0%) missing valuesMissing
Unnamed: 19 has 35 (100.0%) missing valuesMissing
Unnamed: 20 has 35 (100.0%) missing valuesMissing
Unnamed: 21 has 35 (100.0%) missing valuesMissing
Unnamed: 22 has 35 (100.0%) missing valuesMissing
나이구분 has unique valuesUnique
2020-12-31 has unique valuesUnique
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 14:14:15.208899
Analysis finished2023-12-12 14:14:15.332891
Duration0.12 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

지역
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
서울
35 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울
2nd row서울
3rd row서울
4th row서울
5th row서울

Common Values

ValueCountFrequency (%)
서울 35
100.0%

Length

2023-12-12T23:14:15.411786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:14:15.538447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울 35
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size412.0 B
동작
35 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row동작
2nd row동작
3rd row동작
4th row동작
5th row동작

Common Values

ValueCountFrequency (%)
동작 35
100.0%

Length

2023-12-12T23:14:15.673169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:14:15.773490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동작 35
100.0%

나이구분
Real number (ℝ)

UNIQUE 

Distinct35
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean82
Minimum65
Maximum99
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T23:14:15.905179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum65
5-th percentile66.7
Q173.5
median82
Q390.5
95-th percentile97.3
Maximum99
Range34
Interquartile range (IQR)17

Descriptive statistics

Standard deviation10.246951
Coefficient of variation (CV)0.12496281
Kurtosis-1.2
Mean82
Median Absolute Deviation (MAD)9
Skewness0
Sum2870
Variance105
MonotonicityStrictly increasing
2023-12-12T23:14:16.077549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
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
71.4%
ValueCountFrequency (%)
65 1
2.9%
66 1
2.9%
67 1
2.9%
68 1
2.9%
69 1
2.9%
70 1
2.9%
71 1
2.9%
72 1
2.9%
73 1
2.9%
74 1
2.9%
ValueCountFrequency (%)
99 1
2.9%
98 1
2.9%
97 1
2.9%
96 1
2.9%
95 1
2.9%
94 1
2.9%
93 1
2.9%
92 1
2.9%
91 1
2.9%
90 1
2.9%

2019-06-30
Real number (ℝ)

Distinct34
Distinct (%)97.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean768.34286
Minimum2
Maximum2905
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T23:14:16.218429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile2.7
Q127.5
median327
Q31173
95-th percentile2581.4
Maximum2905
Range2903
Interquartile range (IQR)1145.5

Descriptive statistics

Standard deviation902.53356
Coefficient of variation (CV)1.1746495
Kurtosis-0.22011954
Mean768.34286
Median Absolute Deviation (MAD)322
Skewness1.0188999
Sum26892
Variance814566.82
MonotonicityNot monotonic
2023-12-12T23:14:16.386708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
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
68.6%
ValueCountFrequency (%)
2 2
5.7%
3 1
2.9%
5 1
2.9%
6 1
2.9%
14 1
2.9%
15 1
2.9%
16 1
2.9%
22 1
2.9%
33 1
2.9%
39 1
2.9%
ValueCountFrequency (%)
2905 1
2.9%
2664 1
2.9%
2546 1
2.9%
2073 1
2.9%
2008 1
2.9%
1931 1
2.9%
1884 1
2.9%
1738 1
2.9%
1212 1
2.9%
1134 1
2.9%

2020-12-31
Real number (ℝ)

UNIQUE 

Distinct35
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean858.28571
Minimum3
Maximum3701
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size447.0 B
2023-12-12T23:14:16.528273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile6.4
Q132
median367
Q31535
95-th percentile2851
Maximum3701
Range3698
Interquartile range (IQR)1503

Descriptive statistics

Standard deviation1028.296
Coefficient of variation (CV)1.1980813
Kurtosis0.55394436
Mean858.28571
Median Absolute Deviation (MAD)359
Skewness1.2022176
Sum30040
Variance1057392.7
MonotonicityNot monotonic
2023-12-12T23:14:16.723338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
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
71.4%
ValueCountFrequency (%)
3 1
2.9%
5 1
2.9%
7 1
2.9%
8 1
2.9%
9 1
2.9%
10 1
2.9%
18 1
2.9%
19 1
2.9%
30 1
2.9%
34 1
2.9%
ValueCountFrequency (%)
3701 1
2.9%
3012 1
2.9%
2782 1
2.9%
2620 1
2.9%
1951 1
2.9%
1902 1
2.9%
1865 1
2.9%
1807 1
2.9%
1739 1
2.9%
1331 1
2.9%

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing35
Missing (%)100.0%
Memory size447.0 B

Sample

지역시군구나이구분2019-06-302020-12-31Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22
0서울동작6529053701<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
1서울동작6626643012<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
2서울동작6725462620<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
3서울동작6820082782<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
4서울동작6920731902<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
5서울동작7019311951<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
6서울동작7118841865<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
7서울동작7217381807<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
8서울동작7311341739<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
9서울동작7412121331<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
지역시군구나이구분2019-06-302020-12-31Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22
25서울동작903330<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
26서울동작912234<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
27서울동작921518<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
28서울동작931419<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
29서울동작941610<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
30서울동작9539<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
31서울동작9668<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
32서울동작9725<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
33서울동작9823<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
34서울동작9957<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>