Overview

Dataset statistics

Number of variables5
Number of observations60
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory45.2 B

Variable types

Text1
Numeric3
Categorical1

Dataset

Description경상북도 친환경인증현황으로 친환경인증 유형별(무농약, 유기농)친환경농산물 인증건수, 출하량, 인증 농가수, 인증 면적을 포함하고 있는 데이터 입니다.
Author경상북도
URLhttps://www.data.go.kr/data/15044800/fileData.do

Alerts

유기농산물 is highly overall correlated with 무농약농산물High correlation
무농약농산물 is highly overall correlated with 유기농산물High correlation
구분 has unique valuesUnique
유기농산물 has unique valuesUnique
무농약농산물 has unique valuesUnique
저농약농산물 has 32 (53.3%) zerosZeros

Reproduction

Analysis started2024-03-30 08:45:11.419669
Analysis finished2024-03-30 08:45:15.117262
Duration3.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Text

UNIQUE 

Distinct60
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
2024-03-30T08:45:15.360519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length10.75
Min length10

Characters and Unicode

Total characters645
Distinct characters26
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)100.0%

Sample

1st row2023 건수(건)
2nd row2023 농가수(호)
3rd row2023 면적(ha)
4th row2023 출하량(톤)
5th row2022 건수(건)
ValueCountFrequency (%)
농가수(호 15
12.5%
면적(ha 15
12.5%
출하량(톤 15
12.5%
건수(건 15
12.5%
2023 4
 
3.3%
2012 4
 
3.3%
2011 4
 
3.3%
2009 4
 
3.3%
2013 4
 
3.3%
2014 4
 
3.3%
Other values (9) 36
30.0%
2024-03-30T08:45:16.342260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 84
13.0%
0 72
11.2%
60
 
9.3%
( 60
 
9.3%
) 60
 
9.3%
1 48
 
7.4%
건 30
 
4.7%
수 30
 
4.7%
톤 15
 
2.3%
량 15
 
2.3%
Other values (16) 171
26.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 240
37.2%
Other Letter 195
30.2%
Space Separator 60
 
9.3%
Open Punctuation 60
 
9.3%
Close Punctuation 60
 
9.3%
Lowercase Letter 30
 
4.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
건 30
15.4%
수 30
15.4%
톤 15
7.7%
량 15
7.7%
하 15
7.7%
출 15
7.7%
적 15
7.7%
면 15
7.7%
호 15
7.7%
가 15
7.7%
Decimal Number
ValueCountFrequency (%)
2 84
35.0%
0 72
30.0%
1 48
20.0%
3 8
 
3.3%
9 8
 
3.3%
6 4
 
1.7%
8 4
 
1.7%
7 4
 
1.7%
5 4
 
1.7%
4 4
 
1.7%
Lowercase Letter
ValueCountFrequency (%)
a 15
50.0%
h 15
50.0%
Space Separator
ValueCountFrequency (%)
60
100.0%
Open Punctuation
ValueCountFrequency (%)
( 60
100.0%
Close Punctuation
ValueCountFrequency (%)
) 60
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 420
65.1%
Hangul 195
30.2%
Latin 30
 
4.7%

Most frequent character per script

Common
ValueCountFrequency (%)
2 84
20.0%
0 72
17.1%
60
14.3%
( 60
14.3%
) 60
14.3%
1 48
11.4%
3 8
 
1.9%
9 8
 
1.9%
6 4
 
1.0%
8 4
 
1.0%
Other values (3) 12
 
2.9%
Hangul
ValueCountFrequency (%)
건 30
15.4%
수 30
15.4%
톤 15
7.7%
량 15
7.7%
하 15
7.7%
출 15
7.7%
적 15
7.7%
면 15
7.7%
호 15
7.7%
가 15
7.7%
Latin
ValueCountFrequency (%)
a 15
50.0%
h 15
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 450
69.8%
Hangul 195
30.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 84
18.7%
0 72
16.0%
60
13.3%
( 60
13.3%
) 60
13.3%
1 48
10.7%
a 15
 
3.3%
h 15
 
3.3%
3 8
 
1.8%
9 8
 
1.8%
Other values (5) 20
 
4.4%
Hangul
ValueCountFrequency (%)
건 30
15.4%
수 30
15.4%
톤 15
7.7%
량 15
7.7%
하 15
7.7%
출 15
7.7%
적 15
7.7%
면 15
7.7%
호 15
7.7%
가 15
7.7%

유기농산물
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct60
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4889.2833
Minimum142
Maximum69007
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size672.0 B
2024-03-30T08:45:16.734963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum142
5-th percentile350.3
Q1961
median1395
Q36870.5
95-th percentile12635.35
Maximum69007
Range68865
Interquartile range (IQR)5909.5

Descriptive statistics

Standard deviation10325.598
Coefficient of variation (CV)2.1118837
Kurtosis27.21325
Mean4889.2833
Median Absolute Deviation (MAD)939.5
Skewness4.8676987
Sum293357
Variance1.0661797 × 108
MonotonicityNot monotonic
2024-03-30T08:45:17.229058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
523 1
 
1.7%
8158 1
 
1.7%
12610 1
 
1.7%
1312 1
 
1.7%
8957 1
 
1.7%
394 1
 
1.7%
1377 1
 
1.7%
1413 1
 
1.7%
8823 1
 
1.7%
424 1
 
1.7%
Other values (50) 50
83.3%
ValueCountFrequency (%)
142 1
1.7%
315 1
1.7%
318 1
1.7%
352 1
1.7%
394 1
1.7%
423 1
1.7%
424 1
1.7%
430 1
1.7%
431 1
1.7%
434 1
1.7%
ValueCountFrequency (%)
69007 1
1.7%
39728 1
1.7%
13117 1
1.7%
12610 1
1.7%
12210 1
1.7%
11754 1
1.7%
10955 1
1.7%
8957 1
1.7%
8823 1
1.7%
8158 1
1.7%

무농약농산물
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct60
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20510.683
Minimum400
Maximum122557
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size672.0 B
2024-03-30T08:45:17.662903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum400
5-th percentile920.85
Q12039
median3870.5
Q38102.25
95-th percentile86105.95
Maximum122557
Range122157
Interquartile range (IQR)6063.25

Descriptive statistics

Standard deviation33014.523
Coefficient of variation (CV)1.6096257
Kurtosis1.6528075
Mean20510.683
Median Absolute Deviation (MAD)2163.5
Skewness1.6883233
Sum1230641
Variance1.0899587 × 109
MonotonicityNot monotonic
2024-03-30T08:45:18.225152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1704 1
 
1.7%
54121 1
 
1.7%
4530 1
 
1.7%
3860 1
 
1.7%
64386 1
 
1.7%
1741 1
 
1.7%
5573 1
 
1.7%
4930 1
 
1.7%
118751 1
 
1.7%
1635 1
 
1.7%
Other values (50) 50
83.3%
ValueCountFrequency (%)
400 1
1.7%
513 1
1.7%
785 1
1.7%
928 1
1.7%
1049 1
1.7%
1128 1
1.7%
1168 1
1.7%
1397 1
1.7%
1635 1
1.7%
1704 1
1.7%
ValueCountFrequency (%)
122557 1
1.7%
118751 1
1.7%
90684 1
1.7%
85865 1
1.7%
84897 1
1.7%
83978 1
1.7%
65850 1
1.7%
65619 1
1.7%
64386 1
1.7%
62562 1
1.7%

저농약농산물
Real number (ℝ)

ZEROS 

Distinct29
Distinct (%)48.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23693.617
Minimum0
Maximum299430
Zeros32
Zeros (%)53.3%
Negative0
Negative (%)0.0%
Memory size672.0 B
2024-03-30T08:45:18.699254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q39247.25
95-th percentile187077.15
Maximum299430
Range299430
Interquartile range (IQR)9247.25

Descriptive statistics

Standard deviation64979.637
Coefficient of variation (CV)2.7424955
Kurtosis9.9269356
Mean23693.617
Median Absolute Deviation (MAD)0
Skewness3.2530689
Sum1421617
Variance4.2223533 × 109
MonotonicityNot monotonic
2024-03-30T08:45:19.139631image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 32
53.3%
492 1
 
1.7%
299430 1
 
1.7%
17825 1
 
1.7%
19224 1
 
1.7%
1627 1
 
1.7%
274239 1
 
1.7%
15841 1
 
1.7%
17467 1
 
1.7%
1539 1
 
1.7%
Other values (19) 19
31.7%
ValueCountFrequency (%)
0 32
53.3%
492 1
 
1.7%
903 1
 
1.7%
1054 1
 
1.7%
1247 1
 
1.7%
1363 1
 
1.7%
1539 1
 
1.7%
1627 1
 
1.7%
2636 1
 
1.7%
3104 1
 
1.7%
ValueCountFrequency (%)
299430 1
1.7%
274239 1
1.7%
231863 1
1.7%
184720 1
1.7%
127035 1
1.7%
100642 1
1.7%
41253 1
1.7%
19224 1
1.7%
17825 1
1.7%
17467 1
1.7%

데이터기준일
Categorical

Distinct4
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
2021-09-14
48 
2023-12-29
 
4
2022-12-29
 
4
2021-12-31
 
4

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-12-29
2nd row2023-12-29
3rd row2023-12-29
4th row2023-12-29
5th row2022-12-29

Common Values

ValueCountFrequency (%)
2021-09-14 48
80.0%
2023-12-29 4
 
6.7%
2022-12-29 4
 
6.7%
2021-12-31 4
 
6.7%

Length

2024-03-30T08:45:19.591135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-30T08:45:19.918360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021-09-14 48
80.0%
2023-12-29 4
 
6.7%
2022-12-29 4
 
6.7%
2021-12-31 4
 
6.7%

Interactions

2024-03-30T08:45:13.303217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:11.685237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:12.469065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:13.605208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:11.949952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:12.753552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:13.996524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:12.203845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-30T08:45:13.038727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-30T08:45:20.259989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분유기농산물무농약농산물저농약농산물데이터기준일
구분1.0001.0001.0001.0001.000
유기농산물1.0001.0000.7710.7650.492
무농약농산물1.0000.7711.0000.8760.000
저농약농산물1.0000.7650.8761.0000.000
데이터기준일1.0000.4920.0000.0001.000
2024-03-30T08:45:20.817113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유기농산물무농약농산물저농약농산물데이터기준일
유기농산물1.0000.8120.3700.206
무농약농산물0.8121.0000.4420.000
저농약농산물0.3700.4421.0000.000
데이터기준일0.2060.0000.0001.000

Missing values

2024-03-30T08:45:14.658985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-30T08:45:15.011801image/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

구분유기농산물무농약농산물저농약농산물데이터기준일
02023 건수(건)523170402023-12-29
12023 농가수(호)1021249002023-12-29
22023 면적(ha)1153231102023-12-29
32023 출하량(톤)68338397802023-12-29
42022 건수(건)242551302022-12-29
52022 농가수(호)3935104902022-12-29
62022 면적(ha)3681116802022-12-29
72022 출하량(톤)69007813002022-12-29
82021 건수(건)14240002021-12-31
92021 농가수(호)1049288602021-12-31
구분유기농산물무농약농산물저농약농산물데이터기준일
502011 면적(ha)18835726124982021-09-14
512011 출하량(톤)12210848972318632021-09-14
522010 건수(건)35292815392021-09-14
532010 농가수(호)21506031174672021-09-14
542010 면적(ha)18074678158412021-09-14
552010 출하량(톤)11754656192742392021-09-14
562009 건수(건)31878516272021-09-14
572009 농가수(호)20605326192242021-09-14
582009 면적(ha)16123881178252021-09-14
592009 출하량(톤)13117658502994302021-09-14