Overview

Dataset statistics

Number of variables4
Number of observations132
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.4 KiB
Average record size in memory34.0 B

Variable types

Categorical2
DateTime1
Numeric1

Dataset

Description서울특별시 서대문구 내 불법주정차 단속 현황에 관련된 데이터로, 서대문구 불법주정차 단속 건수를 월별로 제공하고자 합니다.
Author서울특별시 서대문구
URLhttps://www.data.go.kr/data/15101723/fileData.do

Alerts

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

Reproduction

Analysis started2023-12-12 05:18:38.438778
Analysis finished2023-12-12 05:18:38.752898
Duration0.31 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
서울특별시
132 

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 132
100.0%

Length

2023-12-12T14:18:38.860178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:18:38.975801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 132
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
서대문구
132 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서대문구 132
100.0%

Length

2023-12-12T14:18:39.113925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:18:39.226739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서대문구 132
100.0%

단속년월
Date

UNIQUE 

Distinct132
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2011-01-01 00:00:00
Maximum2021-12-01 00:00:00
2023-12-12T14:18:39.360260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:18:39.516777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속건수
Real number (ℝ)

Distinct131
Distinct (%)99.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5018.4242
Minimum3099
Maximum7543
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T14:18:39.713065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3099
5-th percentile3394.1
Q14145.25
median5102.5
Q35913.5
95-th percentile6612.95
Maximum7543
Range4444
Interquartile range (IQR)1768.25

Descriptive statistics

Standard deviation1040.5682
Coefficient of variation (CV)0.20734959
Kurtosis-1.0210479
Mean5018.4242
Median Absolute Deviation (MAD)843
Skewness0.02008441
Sum662432
Variance1082782.2
MonotonicityNot monotonic
2023-12-12T14:18:39.868256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4560 2
 
1.5%
3593 1
 
0.8%
3892 1
 
0.8%
6141 1
 
0.8%
5843 1
 
0.8%
5747 1
 
0.8%
5688 1
 
0.8%
6162 1
 
0.8%
6445 1
 
0.8%
5311 1
 
0.8%
Other values (121) 121
91.7%
ValueCountFrequency (%)
3099 1
0.8%
3194 1
0.8%
3247 1
0.8%
3327 1
0.8%
3366 1
0.8%
3379 1
0.8%
3393 1
0.8%
3395 1
0.8%
3419 1
0.8%
3455 1
0.8%
ValueCountFrequency (%)
7543 1
0.8%
6981 1
0.8%
6876 1
0.8%
6845 1
0.8%
6746 1
0.8%
6743 1
0.8%
6641 1
0.8%
6590 1
0.8%
6456 1
0.8%
6445 1
0.8%

Interactions

2023-12-12T14:18:38.501677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T14:18:38.608298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:18:38.718336image/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
0서울특별시서대문구2011-01-013593
1서울특별시서대문구2011-02-014351
2서울특별시서대문구2011-03-015581
3서울특별시서대문구2011-04-015107
4서울특별시서대문구2011-05-014797
5서울특별시서대문구2011-06-014855
6서울특별시서대문구2011-07-014732
7서울특별시서대문구2011-08-014560
8서울특별시서대문구2011-09-013504
9서울특별시서대문구2011-10-014295
시도명시군구명단속년월단속건수
122서울특별시서대문구2021-03-013794
123서울특별시서대문구2021-04-013767
124서울특별시서대문구2021-05-013509
125서울특별시서대문구2021-06-013692
126서울특별시서대문구2021-07-013875
127서울특별시서대문구2021-08-013327
128서울특별시서대문구2021-09-013395
129서울특별시서대문구2021-10-013419
130서울특별시서대문구2021-11-013963
131서울특별시서대문구2021-12-013635