Overview

Dataset statistics

Number of variables5
Number of observations160
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.7 KiB
Average record size in memory42.8 B

Variable types

DateTime2
Categorical1
Numeric2

Dataset

Description구리기 관내 주정차 위반 단속 실적 집계 자료(집계년월, 시군면, 부과건수, 징수건수 등)를 제공합니다. (2010년 부터 월단위)
URLhttps://www.data.go.kr/data/15089200/fileData.do

Alerts

시군명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
부과건수 is highly overall correlated with 징수건수High correlation
징수건수 is highly overall correlated with 부과건수High correlation
집계년월 has unique valuesUnique

Reproduction

Analysis started2023-12-12 11:18:51.474124
Analysis finished2023-12-12 11:18:52.544506
Duration1.07 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

집계년월
Date

UNIQUE 

Distinct160
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
Minimum2022-01-10 00:00:00
Maximum2023-05-31 00:00:00
2023-12-12T20:18:52.682969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:18:52.935018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

시군명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
구리시
160 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
구리시 160
100.0%

Length

2023-12-12T20:18:53.161259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T20:18:53.336804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
구리시 160
100.0%

부과건수
Real number (ℝ)

HIGH CORRELATION 

Distinct158
Distinct (%)98.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2596.2125
Minimum753
Maximum5466
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-12T20:18:53.540839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum753
5-th percentile1235.8
Q11709.5
median2781.5
Q33336.5
95-th percentile4242.4
Maximum5466
Range4713
Interquartile range (IQR)1627

Descriptive statistics

Standard deviation988.50022
Coefficient of variation (CV)0.38074704
Kurtosis-0.81154725
Mean2596.2125
Median Absolute Deviation (MAD)790.5
Skewness0.16070184
Sum415394
Variance977132.68
MonotonicityNot monotonic
2023-12-12T20:18:53.797780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1512 2
 
1.2%
2835 2
 
1.2%
2021 1
 
0.6%
3356 1
 
0.6%
2590 1
 
0.6%
3272 1
 
0.6%
2928 1
 
0.6%
3330 1
 
0.6%
3394 1
 
0.6%
2840 1
 
0.6%
Other values (148) 148
92.5%
ValueCountFrequency (%)
753 1
0.6%
871 1
0.6%
895 1
0.6%
1040 1
0.6%
1098 1
0.6%
1107 1
0.6%
1178 1
0.6%
1213 1
0.6%
1237 1
0.6%
1249 1
0.6%
ValueCountFrequency (%)
5466 1
0.6%
4708 1
0.6%
4627 1
0.6%
4483 1
0.6%
4437 1
0.6%
4354 1
0.6%
4276 1
0.6%
4269 1
0.6%
4241 1
0.6%
4070 1
0.6%

징수건수
Real number (ℝ)

HIGH CORRELATION 

Distinct154
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2212.1188
Minimum749
Maximum4746
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-12T20:18:54.055531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum749
5-th percentile1024.45
Q11449.5
median2317
Q32869
95-th percentile3534.25
Maximum4746
Range3997
Interquartile range (IQR)1419.5

Descriptive statistics

Standard deviation845.85425
Coefficient of variation (CV)0.3823729
Kurtosis-0.85170245
Mean2212.1188
Median Absolute Deviation (MAD)702
Skewness0.14897473
Sum353939
Variance715469.41
MonotonicityNot monotonic
2023-12-12T20:18:54.321295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2985 2
 
1.2%
2986 2
 
1.2%
1147 2
 
1.2%
2605 2
 
1.2%
2329 2
 
1.2%
2728 2
 
1.2%
2833 1
 
0.6%
3101 1
 
0.6%
2256 1
 
0.6%
2893 1
 
0.6%
Other values (144) 144
90.0%
ValueCountFrequency (%)
749 1
0.6%
854 1
0.6%
866 1
0.6%
895 1
0.6%
903 1
0.6%
928 1
0.6%
968 1
0.6%
1014 1
0.6%
1025 1
0.6%
1052 1
0.6%
ValueCountFrequency (%)
4746 1
0.6%
3954 1
0.6%
3927 1
0.6%
3868 1
0.6%
3627 1
0.6%
3544 1
0.6%
3541 1
0.6%
3539 1
0.6%
3534 1
0.6%
3500 1
0.6%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
Minimum2023-06-21 00:00:00
Maximum2023-06-21 00:00:00
2023-12-12T20:18:54.528635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:18:54.697372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T20:18:51.937767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:18:51.625647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:18:52.076884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T20:18:51.773015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T20:18:54.822569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
부과건수징수건수
부과건수1.0000.967
징수건수0.9671.000
2023-12-12T20:18:54.989836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
부과건수징수건수
부과건수1.0000.969
징수건수0.9691.000

Missing values

2023-12-12T20:18:52.279319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T20:18:52.478309image/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

집계년월시군명부과건수징수건수데이터기준일자
02022-01-10구리시202116492023-06-21
12022-02-10구리시200215992023-06-21
22022-03-10구리시233319482023-06-21
32022-04-10구리시188215852023-06-21
42022-05-10구리시205217502023-06-21
52022-06-10구리시183815122023-06-21
62022-07-10구리시220518432023-06-21
72022-08-10구리시217918392023-06-21
82022-09-10구리시165113572023-06-21
92022-10-10구리시206517132023-06-21
집계년월시군명부과건수징수건수데이터기준일자
1502022-08-31구리시361129072023-06-21
1512022-09-30구리시344321222023-06-21
1522022-10-31구리시443735342023-06-21
1532022-11-30구리시435433732023-06-21
1542022-12-31구리시339825392023-06-21
1552023-01-31구리시366927182023-06-21
1562023-02-28구리시366026242023-06-21
1572023-03-31구리시403926342023-06-21
1582023-04-30구리시346121532023-06-21
1592023-05-31구리시132913112023-06-21