Overview

Dataset statistics

Number of variables3
Number of observations132
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.5 KiB
Average record size in memory27.0 B

Variable types

Numeric2
DateTime1

Dataset

Description2011년 부터 2021년 까지 불법주정차 단속(과태료) 월별 현황 파일내에는 2011년 부터 2021년까지 불법주정차 단속(과태료)부과 월별 현황이 있습니다 교통지도과 주차단속팀
URLhttps://www.data.go.kr/data/15101955/fileData.do

Alerts

연번 has unique valuesUnique
기간 has unique valuesUnique

Reproduction

Analysis started2023-12-12 06:04:00.881062
Analysis finished2023-12-12 06:04:01.479541
Duration0.6 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct132
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean66.5
Minimum1
Maximum132
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T15:04:01.561805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7.55
Q133.75
median66.5
Q399.25
95-th percentile125.45
Maximum132
Range131
Interquartile range (IQR)65.5

Descriptive statistics

Standard deviation38.249183
Coefficient of variation (CV)0.57517568
Kurtosis-1.2
Mean66.5
Median Absolute Deviation (MAD)33
Skewness0
Sum8778
Variance1463
MonotonicityStrictly increasing
2023-12-12T15:04:01.738820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.8%
85 1
 
0.8%
99 1
 
0.8%
98 1
 
0.8%
97 1
 
0.8%
96 1
 
0.8%
95 1
 
0.8%
94 1
 
0.8%
93 1
 
0.8%
92 1
 
0.8%
Other values (122) 122
92.4%
ValueCountFrequency (%)
1 1
0.8%
2 1
0.8%
3 1
0.8%
4 1
0.8%
5 1
0.8%
6 1
0.8%
7 1
0.8%
8 1
0.8%
9 1
0.8%
10 1
0.8%
ValueCountFrequency (%)
132 1
0.8%
131 1
0.8%
130 1
0.8%
129 1
0.8%
128 1
0.8%
127 1
0.8%
126 1
0.8%
125 1
0.8%
124 1
0.8%
123 1
0.8%

기간
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
2023-12-12T15:04:01.891594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:04:02.051872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속건수
Real number (ℝ)

Distinct130
Distinct (%)98.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4456.9015
Minimum2448
Maximum6613
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T15:04:02.204041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2448
5-th percentile3056.5
Q13880.75
median4415.5
Q35129.25
95-th percentile5862.15
Maximum6613
Range4165
Interquartile range (IQR)1248.5

Descriptive statistics

Standard deviation882.82771
Coefficient of variation (CV)0.19808104
Kurtosis-0.36367131
Mean4456.9015
Median Absolute Deviation (MAD)592
Skewness0.0015497698
Sum588311
Variance779384.76
MonotonicityNot monotonic
2023-12-12T15:04:02.338830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4516 2
 
1.5%
3578 2
 
1.5%
5134 1
 
0.8%
4009 1
 
0.8%
3936 1
 
0.8%
4515 1
 
0.8%
4727 1
 
0.8%
4387 1
 
0.8%
3857 1
 
0.8%
4377 1
 
0.8%
Other values (120) 120
90.9%
ValueCountFrequency (%)
2448 1
0.8%
2499 1
0.8%
2500 1
0.8%
2810 1
0.8%
2855 1
0.8%
2968 1
0.8%
3051 1
0.8%
3061 1
0.8%
3127 1
0.8%
3188 1
0.8%
ValueCountFrequency (%)
6613 1
0.8%
6450 1
0.8%
6343 1
0.8%
6228 1
0.8%
5937 1
0.8%
5899 1
0.8%
5888 1
0.8%
5841 1
0.8%
5840 1
0.8%
5770 1
0.8%

Interactions

2023-12-12T15:04:01.141925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:04:00.958004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:04:01.268087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:04:01.043598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T15:04:02.424515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번단속건수
연번1.0000.559
단속건수0.5591.000
2023-12-12T15:04:02.512192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번단속건수
연번1.000-0.357
단속건수-0.3571.000

Missing values

2023-12-12T15:04:01.368523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:04:01.450282image/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

연번기간단속건수
012011-015134
122011-024976
232011-036450
342011-045341
452011-054835
562011-064682
672011-075133
782011-085937
892011-095454
9102011-105728
연번기간단속건수
1221232021-034516
1231242021-043860
1241252021-053370
1251262021-063994
1261272021-073874
1271282021-083464
1281292021-093127
1291302021-102968
1301312021-113424
1311322021-123188