Overview

Dataset statistics

Number of variables4
Number of observations52
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory37.5 B

Variable types

Categorical2
Numeric2

Dataset

Description국립농산물품질관리원에서 관리하는 농축산물 원산지표시 업태별 적발현황(연도, 업종, 거짓표시 적발실적, 미표시 적발실적)
Author국립농산물품질관리원
URLhttps://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220613000000002102

Alerts

거짓표시 적발실적(개소) is highly overall correlated with 미표시 적발실적(개소)High correlation
미표시 적발실적(개소) is highly overall correlated with 거짓표시 적발실적(개소)High correlation

Reproduction

Analysis started2024-03-23 07:21:30.564811
Analysis finished2024-03-23 07:21:37.552795
Duration6.99 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

Distinct5
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size548.0 B
2018
11 
2019
11 
2020
10 
2021
10 
2022
10 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2018
2nd row2018
3rd row2018
4th row2018
5th row2018

Common Values

ValueCountFrequency (%)
2018 11
21.2%
2019 11
21.2%
2020 10
19.2%
2021 10
19.2%
2022 10
19.2%

Length

2024-03-23T07:21:37.879545image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:21:39.162491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2018 11
21.2%
2019 11
21.2%
2020 10
19.2%
2021 10
19.2%
2022 10
19.2%

업종
Categorical

Distinct16
Distinct (%)30.8%
Missing0
Missing (%)0.0%
Memory size548.0 B
일반음식점
5 
가공업체
5 
통신판매업체
5 
노점상
5 
슈퍼
5 
Other values (11)
27 

Length

Max length9
Median length6
Mean length4.1538462
Min length2

Unique

Unique5 ?
Unique (%)9.6%

Sample

1st row일반음식점
2nd row식육판매업
3rd row가공업체
4th row통신판매업체
5th row집단급식소

Common Values

ValueCountFrequency (%)
일반음식점 5
9.6%
가공업체 5
9.6%
통신판매업체 5
9.6%
노점상 5
9.6%
슈퍼 5
9.6%
휴게음식점 5
9.6%
기타 5
9.6%
식육판매업 4
7.7%
식품유통업 4
7.7%
집단급식소 2
 
3.8%
Other values (6) 7
13.5%

Length

2024-03-23T07:21:40.006191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
일반음식점 5
9.6%
가공업체 5
9.6%
통신판매업체 5
9.6%
노점상 5
9.6%
슈퍼 5
9.6%
휴게음식점 5
9.6%
기타 5
9.6%
식육판매업 4
7.7%
식품유통업 4
7.7%
집단급식소 2
 
3.8%
Other values (6) 7
13.5%

거짓표시 적발실적(개소)
Real number (ℝ)

HIGH CORRELATION 

Distinct38
Distinct (%)73.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean161.86538
Minimum1
Maximum1633
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-03-23T07:21:40.658442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.55
Q121
median34.5
Q3142.75
95-th percentile991
Maximum1633
Range1632
Interquartile range (IQR)121.75

Descriptive statistics

Standard deviation349.59831
Coefficient of variation (CV)2.159809
Kurtosis11.357026
Mean161.86538
Median Absolute Deviation (MAD)28
Skewness3.4240786
Sum8417
Variance122218.98
MonotonicityNot monotonic
2024-03-23T07:21:41.361828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
21 4
 
7.7%
991 2
 
3.8%
116 2
 
3.8%
176 2
 
3.8%
137 2
 
3.8%
20 2
 
3.8%
19 2
 
3.8%
30 2
 
3.8%
6 2
 
3.8%
145 2
 
3.8%
Other values (28) 30
57.7%
ValueCountFrequency (%)
1 1
 
1.9%
3 1
 
1.9%
5 1
 
1.9%
6 2
3.8%
7 1
 
1.9%
8 1
 
1.9%
13 1
 
1.9%
19 2
3.8%
20 2
3.8%
21 4
7.7%
ValueCountFrequency (%)
1633 1
1.9%
1594 1
1.9%
991 2
3.8%
244 1
1.9%
217 1
1.9%
197 1
1.9%
176 2
3.8%
160 1
1.9%
148 1
1.9%
145 2
3.8%

미표시 적발실적(개소)
Real number (ℝ)

HIGH CORRELATION 

Distinct37
Distinct (%)71.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean115.32692
Minimum5
Maximum746
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size600.0 B
2024-03-23T07:21:42.193031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile7.55
Q127.75
median49
Q3129.75
95-th percentile603
Maximum746
Range741
Interquartile range (IQR)102

Descriptive statistics

Standard deviation167.85927
Coefficient of variation (CV)1.4555081
Kurtosis6.7199034
Mean115.32692
Median Absolute Deviation (MAD)30
Skewness2.6780276
Sum5997
Variance28176.734
MonotonicityNot monotonic
2024-03-23T07:21:43.327765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
33 6
 
11.5%
603 2
 
3.8%
27 2
 
3.8%
160 2
 
3.8%
113 2
 
3.8%
49 2
 
3.8%
88 2
 
3.8%
7 2
 
3.8%
23 2
 
3.8%
183 2
 
3.8%
Other values (27) 28
53.8%
ValueCountFrequency (%)
5 1
1.9%
7 2
3.8%
8 1
1.9%
12 1
1.9%
19 2
3.8%
23 2
3.8%
24 1
1.9%
25 1
1.9%
27 2
3.8%
28 1
1.9%
ValueCountFrequency (%)
746 1
1.9%
652 1
1.9%
603 2
3.8%
234 1
1.9%
212 1
1.9%
199 1
1.9%
183 2
3.8%
160 2
3.8%
152 1
1.9%
147 1
1.9%

Interactions

2024-03-23T07:21:36.144096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T07:21:35.382842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T07:21:36.518385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T07:21:35.773756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-23T07:21:43.590353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도업종거짓표시 적발실적(개소)미표시 적발실적(개소)
연도1.0000.0000.0000.000
업종0.0001.0000.7490.710
거짓표시 적발실적(개소)0.0000.7491.0000.846
미표시 적발실적(개소)0.0000.7100.8461.000
2024-03-23T07:21:43.998989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도업종
연도1.0000.000
업종0.0001.000
2024-03-23T07:21:44.356906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
거짓표시 적발실적(개소)미표시 적발실적(개소)연도업종
거짓표시 적발실적(개소)1.0000.8630.0000.380
미표시 적발실적(개소)0.8631.0000.0000.382
연도0.0000.0001.0000.000
업종0.3800.3820.0001.000

Missing values

2024-03-23T07:21:37.048867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-23T07:21:37.373092image/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

연도업종거짓표시 적발실적(개소)미표시 적발실적(개소)
02018일반음식점1633652
12018식육판매업244152
22018가공업체197212
32018통신판매업체5929
42018집단급식소3733
52018노점상3762
62018슈퍼2851
72018휴게음식점2828
82018식품유통업2723
92018도매상2123
연도업종거짓표시 적발실적(개소)미표시 적발실적(개소)
422022일반음식점10697
432022가공업체4072
442022식육판매점3933
452022노점상325
462022통신판매업체137
472022슈퍼78
482022청과상112
492022식육즉석판매가공업85
502022휴게음식점57
512022기타2443