Overview

Dataset statistics

Number of variables4
Number of observations150
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.0 KiB
Average record size in memory33.9 B

Variable types

Categorical2
DateTime1
Numeric1

Dataset

Description서울특별시 중구 연월별 주정차 위반 단속 건수(2011~2023)에 관한 자료, 시도, 시군구, 단속연월, 단속건수에 관한 자료 포함
URLhttps://www.data.go.kr/data/15101465/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
단속년월 has unique valuesUnique

Reproduction

Analysis started2023-12-12 03:02:12.865111
Analysis finished2023-12-12 03:02:13.257985
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
서울특별시
150 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서울특별시 150
100.0%

Length

2023-12-12T12:02:13.335829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:13.477241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 150
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
중구
150 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
중구 150
100.0%

Length

2023-12-12T12:02:13.627247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:13.771364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
중구 150
100.0%

단속년월
Date

UNIQUE 

Distinct150
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
Minimum2011-01-01 00:00:00
Maximum2023-06-01 00:00:00
2023-12-12T12:02:13.896866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:02:14.083087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속건수
Real number (ℝ)

Distinct149
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14841.52
Minimum6309
Maximum21992
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T12:02:14.280468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6309
5-th percentile9907.95
Q112896.5
median14584.5
Q316984.5
95-th percentile19755.65
Maximum21992
Range15683
Interquartile range (IQR)4088

Descriptive statistics

Standard deviation3081.0361
Coefficient of variation (CV)0.20759572
Kurtosis-0.24918415
Mean14841.52
Median Absolute Deviation (MAD)1941
Skewness0.018910047
Sum2226228
Variance9492783.4
MonotonicityNot monotonic
2023-12-12T12:02:14.510345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
16584 2
 
1.3%
15181 1
 
0.7%
13429 1
 
0.7%
12134 1
 
0.7%
13716 1
 
0.7%
14267 1
 
0.7%
14318 1
 
0.7%
19080 1
 
0.7%
17930 1
 
0.7%
15944 1
 
0.7%
Other values (139) 139
92.7%
ValueCountFrequency (%)
6309 1
0.7%
6689 1
0.7%
8904 1
0.7%
9326 1
0.7%
9534 1
0.7%
9650 1
0.7%
9683 1
0.7%
9822 1
0.7%
10013 1
0.7%
10016 1
0.7%
ValueCountFrequency (%)
21992 1
0.7%
21530 1
0.7%
20874 1
0.7%
20810 1
0.7%
20671 1
0.7%
20045 1
0.7%
19983 1
0.7%
19766 1
0.7%
19743 1
0.7%
19714 1
0.7%

Interactions

2023-12-12T12:02:12.942758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T12:02:13.097502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T12:02:13.211003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

시도명시군구명단속년월단속건수
0서울특별시중구2011-01-0115181
1서울특별시중구2011-02-0112512
2서울특별시중구2011-03-0120671
3서울특별시중구2011-04-0119983
4서울특별시중구2011-05-0115909
5서울특별시중구2011-06-0113714
6서울특별시중구2011-07-0113475
7서울특별시중구2011-08-0118143
8서울특별시중구2011-09-0112854
9서울특별시중구2011-10-0116160
시도명시군구명단속년월단속건수
140서울특별시중구2022-09-0113163
141서울특별시중구2022-10-0115311
142서울특별시중구2022-11-0117015
143서울특별시중구2022-12-0113986
144서울특별시중구2023-01-0110707
145서울특별시중구2023-02-0112212
146서울특별시중구2023-03-0116372
147서울특별시중구2023-04-0116785
148서울특별시중구2023-05-0114456
149서울특별시중구2023-06-016309