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

Description강동구의 2011년~201년 불법주정차 월별 단속 건수 데이터를 제공합니다.
Author서울특별시 강동구
URLhttps://www.data.go.kr/data/15102001/fileData.do

Alerts

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

Reproduction

Analysis started2023-12-12 20:15:13.412743
Analysis finished2023-12-12 20:15:14.040812
Duration0.63 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

2023-12-13T05:15:14.113665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:15:14.254106image/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
강동구
132 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강동구 132
100.0%

Length

2023-12-13T05:15:14.387060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:15:14.489439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강동구 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
2023-12-13T05:15:14.621739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:15:14.771143image/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%
Mean7900.697
Minimum2825
Maximum11757
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-13T05:15:14.908180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2825
5-th percentile3942.6
Q16524.5
median8112.5
Q39553.25
95-th percentile10496.65
Maximum11757
Range8932
Interquartile range (IQR)3028.75

Descriptive statistics

Standard deviation2027.0178
Coefficient of variation (CV)0.2565619
Kurtosis-0.383744
Mean7900.697
Median Absolute Deviation (MAD)1485.5
Skewness-0.51096038
Sum1042892
Variance4108801.1
MonotonicityNot monotonic
2023-12-13T05:15:15.033409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9226 2
 
1.5%
8097 1
 
0.8%
4826 1
 
0.8%
9603 1
 
0.8%
9316 1
 
0.8%
8293 1
 
0.8%
8183 1
 
0.8%
9419 1
 
0.8%
8076 1
 
0.8%
6101 1
 
0.8%
Other values (121) 121
91.7%
ValueCountFrequency (%)
2825 1
0.8%
3290 1
0.8%
3335 1
0.8%
3614 1
0.8%
3769 1
0.8%
3794 1
0.8%
3892 1
0.8%
3984 1
0.8%
4081 1
0.8%
4189 1
0.8%
ValueCountFrequency (%)
11757 1
0.8%
11727 1
0.8%
11355 1
0.8%
11178 1
0.8%
11170 1
0.8%
10622 1
0.8%
10506 1
0.8%
10489 1
0.8%
10478 1
0.8%
10408 1
0.8%

Interactions

2023-12-13T05:15:13.779050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-13T05:15:13.894838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:15:13.990971image/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
0서울특별시강동구2011-018097
1서울특별시강동구2011-026844
2서울특별시강동구2011-039705
3서울특별시강동구2011-049226
4서울특별시강동구2011-059740
5서울특별시강동구2011-0610054
6서울특별시강동구2011-079543
7서울특별시강동구2011-0811170
8서울특별시강동구2011-099294
9서울특별시강동구2011-1010489
시도명시군구명단속년월단속건수
122서울특별시강동구2021-034323
123서울특별시강동구2021-043290
124서울특별시강동구2021-053614
125서울특별시강동구2021-063335
126서울특별시강동구2021-073769
127서울특별시강동구2021-083794
128서울특별시강동구2021-093984
129서울특별시강동구2021-104189
130서울특별시강동구2021-114381
131서울특별시강동구2021-123892