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 강서구 불법주정차 월별 단속 건수 현황 데이터입니다.
Author서울특별시 강서구
URLhttps://www.data.go.kr/data/15101968/fileData.do

Alerts

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

Reproduction

Analysis started2023-12-12 14:58:55.686647
Analysis finished2023-12-12 14:58:56.238952
Duration0.55 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

2023-12-12T23:58:56.366128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:58:56.463500image/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
강서구
132 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서구 132
100.0%

Length

2023-12-12T23:58:56.579879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:58:56.681644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구 132
100.0%

단속연월
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
2023-12-12T23:58:56.790899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:58:56.935442image/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%
Mean10330.409
Minimum4358
Maximum18154
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-12T23:58:57.479700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4358
5-th percentile6290.1
Q17981
median9190
Q313095.25
95-th percentile16003.7
Maximum18154
Range13796
Interquartile range (IQR)5114.25

Descriptive statistics

Standard deviation3322.3358
Coefficient of variation (CV)0.32160738
Kurtosis-0.70657069
Mean10330.409
Median Absolute Deviation (MAD)2065
Skewness0.60020961
Sum1363614
Variance11037915
MonotonicityNot monotonic
2023-12-12T23:58:57.625307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8880 2
 
1.5%
9641 1
 
0.8%
10888 1
 
0.8%
15081 1
 
0.8%
11694 1
 
0.8%
12692 1
 
0.8%
11219 1
 
0.8%
14104 1
 
0.8%
12860 1
 
0.8%
9940 1
 
0.8%
Other values (121) 121
91.7%
ValueCountFrequency (%)
4358 1
0.8%
4701 1
0.8%
5668 1
0.8%
5698 1
0.8%
5880 1
0.8%
6130 1
0.8%
6245 1
0.8%
6327 1
0.8%
6370 1
0.8%
6389 1
0.8%
ValueCountFrequency (%)
18154 1
0.8%
17877 1
0.8%
17788 1
0.8%
17309 1
0.8%
17120 1
0.8%
16182 1
0.8%
16007 1
0.8%
16001 1
0.8%
15920 1
0.8%
15854 1
0.8%

Interactions

2023-12-12T23:58:55.773536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T23:58:56.008101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:58:56.187289image/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

시도명시군구명단속연월단속건수
0서울특별시강서구2011-019641
1서울특별시강서구2011-028674
2서울특별시강서구2011-0311768
3서울특별시강서구2011-0410487
4서울특별시강서구2011-059793
5서울특별시강서구2011-069214
6서울특별시강서구2011-077709
7서울특별시강서구2011-087985
8서울특별시강서구2011-098156
9서울특별시강서구2011-108451
시도명시군구명단속연월단속건수
122서울특별시강서구2021-0315854
123서울특별시강서구2021-0414964
124서울특별시강서구2021-0514460
125서울특별시강서구2021-0615277
126서울특별시강서구2021-0716182
127서울특별시강서구2021-0817788
128서울특별시강서구2021-0917120
129서울특별시강서구2021-1017309
130서울특별시강서구2021-1115920
131서울특별시강서구2021-1213838