Overview

Dataset statistics

Number of variables4
Number of observations756
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory24.5 KiB
Average record size in memory33.2 B

Variable types

DateTime1
Categorical2
Numeric1

Dataset

Description수도권매립지에 반입되는 음식물 탈리액 반입정보입니다. 개방항목 : 마감년월, 지역명, 폐기물명, 반입량(kg)의 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15064393/fileData.do

Alerts

폐기물명 is highly overall correlated with 반입량(kg) and 1 other fieldsHigh correlation
지역명 is highly overall correlated with 폐기물명High correlation
반입량(kg) is highly overall correlated with 폐기물명High correlation

Reproduction

Analysis started2023-12-12 10:54:18.005731
Analysis finished2023-12-12 10:54:18.675240
Duration0.67 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

마감년월
Date

Distinct166
Distinct (%)22.0%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
Minimum2007-03-01 00:00:00
Maximum2020-12-01 00:00:00
2023-12-12T19:54:18.791794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:54:19.006885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

지역명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
(사)한국음식물자원화협회
167 
인천시남동구
160 
인천시미추홀구
157 
인천환경공단(청라)
115 
인천환경공단(송도)
89 
Other values (2)
68 

Length

Max length13
Median length10
Mean length8.9232804
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row(사)한국음식물자원화협회
2nd row인천시미추홀구
3rd row인천시남동구
4th row인천시(청라)
5th row(사)한국음식물자원화협회

Common Values

ValueCountFrequency (%)
(사)한국음식물자원화협회 167
22.1%
인천시남동구 160
21.2%
인천시미추홀구 157
20.8%
인천환경공단(청라) 115
15.2%
인천환경공단(송도) 89
11.8%
인천시(청라) 44
 
5.8%
인천시(송도) 24
 
3.2%

Length

2023-12-12T19:54:19.208175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:54:19.378638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사)한국음식물자원화협회 167
22.1%
인천시남동구 160
21.2%
인천시미추홀구 157
20.8%
인천환경공단(청라 115
15.2%
인천환경공단(송도 89
11.8%
인천시(청라 44
 
5.8%
인천시(송도 24
 
3.2%

폐기물명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size6.0 KiB
음식물탈리액(인천)
576 
음식물탈리액(음자협)
180 

Length

Max length11
Median length10
Mean length10.238095
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row음식물탈리액(음자협)
2nd row음식물탈리액(인천)
3rd row음식물탈리액(인천)
4th row음식물탈리액(인천)
5th row음식물탈리액(음자협)

Common Values

ValueCountFrequency (%)
음식물탈리액(인천) 576
76.2%
음식물탈리액(음자협) 180
 
23.8%

Length

2023-12-12T19:54:19.601919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:54:19.791322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음식물탈리액(인천 576
76.2%
음식물탈리액(음자협 180
 
23.8%

반입량(kg)
Real number (ℝ)

HIGH CORRELATION 

Distinct755
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3382226.7
Minimum24240
Maximum22217490
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.8 KiB
2023-12-12T19:54:20.031551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum24240
5-th percentile171202.5
Q1861415
median1439755
Q32274282.5
95-th percentile13428648
Maximum22217490
Range22193250
Interquartile range (IQR)1412867.5

Descriptive statistics

Standard deviation4496895
Coefficient of variation (CV)1.3295664
Kurtosis1.7921946
Mean3382226.7
Median Absolute Deviation (MAD)649815
Skewness1.7370773
Sum2.5569634 × 109
Variance2.0222065 × 1013
MonotonicityNot monotonic
2023-12-12T19:54:20.288266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1025790 2
 
0.3%
2089570 1
 
0.1%
2768480 1
 
0.1%
11467290 1
 
0.1%
2390420 1
 
0.1%
1430390 1
 
0.1%
1412650 1
 
0.1%
2287840 1
 
0.1%
11486300 1
 
0.1%
2412760 1
 
0.1%
Other values (745) 745
98.5%
ValueCountFrequency (%)
24240 1
0.1%
24410 1
0.1%
24520 1
0.1%
43710 1
0.1%
46170 1
0.1%
46220 1
0.1%
46920 1
0.1%
47660 1
0.1%
48780 1
0.1%
52220 1
0.1%
ValueCountFrequency (%)
22217490 1
0.1%
20487670 1
0.1%
19781880 1
0.1%
18796080 1
0.1%
18290780 1
0.1%
17797730 1
0.1%
17735250 1
0.1%
17476690 1
0.1%
17037050 1
0.1%
16936500 1
0.1%

Interactions

2023-12-12T19:54:18.210938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:54:20.475064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
지역명폐기물명반입량(kg)
지역명1.0000.8770.642
폐기물명0.8771.0000.993
반입량(kg)0.6420.9931.000
2023-12-12T19:54:20.636909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
폐기물명지역명
폐기물명1.0000.944
지역명0.9441.000
2023-12-12T19:54:20.821856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
반입량(kg)지역명폐기물명
반입량(kg)1.0000.3940.920
지역명0.3941.0000.944
폐기물명0.9200.9441.000

Missing values

2023-12-12T19:54:18.478236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:54:18.617076image/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

마감년월지역명폐기물명반입량(kg)
02007-03(사)한국음식물자원화협회음식물탈리액(음자협)1074400
12007-03인천시미추홀구음식물탈리액(인천)705260
22007-03인천시남동구음식물탈리액(인천)351110
32007-03인천시(청라)음식물탈리액(인천)645490
42007-04(사)한국음식물자원화협회음식물탈리액(음자협)2692610
52007-04인천시미추홀구음식물탈리액(인천)623020
62007-04인천시남동구음식물탈리액(인천)386090
72007-04인천시(청라)음식물탈리액(인천)1862200
82007-05(사)한국음식물자원화협회음식물탈리액(음자협)2286250
92007-05인천시미추홀구음식물탈리액(인천)942900
마감년월지역명폐기물명반입량(kg)
7462020-11(사)한국음식물자원화협회음식물탈리액(음자협)14303120
7472020-11인천시미추홀구음식물탈리액(인천)2461570
7482020-11인천시남동구음식물탈리액(인천)795070
7492020-11인천환경공단(청라)음식물탈리액(인천)1511460
7502020-11인천환경공단(송도)음식물탈리액(인천)675410
7512020-12(사)한국음식물자원화협회음식물탈리액(음자협)10653080
7522020-12인천시미추홀구음식물탈리액(인천)1727750
7532020-12인천시남동구음식물탈리액(인천)740810
7542020-12인천환경공단(청라)음식물탈리액(인천)1806460
7552020-12인천환경공단(송도)음식물탈리액(인천)328000