Overview

Dataset statistics

Number of variables5
Number of observations33
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory44.9 B

Variable types

DateTime1
Text3
Numeric1

Dataset

Description국립농산물품질관리원에서 실시하는 GAP 인증담당자 및 시설담당자 교육일정(교육일자, 교육지역, 교육기관,교육 장소, 교육인원)
Author국립농산물품질관리원
URLhttps://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220614000000002104

Reproduction

Analysis started2024-04-13 11:14:14.200946
Analysis finished2024-04-13 11:14:15.395530
Duration1.19 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육일자
Date

Distinct26
Distinct (%)78.8%
Missing0
Missing (%)0.0%
Memory size392.0 B
Minimum2024-01-10 00:00:00
Maximum2024-11-28 00:00:00
2024-04-13T20:14:15.502904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-13T20:14:15.703131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)

교육지역
Text

Distinct24
Distinct (%)72.7%
Missing0
Missing (%)0.0%
Memory size392.0 B
2024-04-13T20:14:16.403384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length9
Mean length8.6969697
Min length7

Characters and Unicode

Total characters287
Distinct characters53
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique17 ?
Unique (%)51.5%

Sample

1st row경상북도 예천군
2nd row강원특별자치도 정선군
3rd row강원특별자치도 정선군
4th row충청북도 보은군
5th row경기도 안성시
ValueCountFrequency (%)
전라남도 8
 
12.3%
강원특별자치도 7
 
10.8%
경상북도 5
 
7.7%
광주광역시 4
 
6.2%
광산구 4
 
6.2%
경기도 4
 
6.2%
곡성군 2
 
3.1%
상주시 2
 
3.1%
의성군 2
 
3.1%
광양시 2
 
3.1%
Other values (22) 25
38.5%
2024-04-13T20:14:17.587004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
32
 
11.1%
도 28
 
9.8%
군 17
 
5.9%
시 16
 
5.6%
광 14
 
4.9%
남 10
 
3.5%
치 9
 
3.1%
자 9
 
3.1%
별 9
 
3.1%
전 9
 
3.1%
Other values (43) 134
46.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 255
88.9%
Space Separator 32
 
11.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 28
 
11.0%
군 17
 
6.7%
시 16
 
6.3%
광 14
 
5.5%
남 10
 
3.9%
치 9
 
3.5%
자 9
 
3.5%
별 9
 
3.5%
전 9
 
3.5%
특 9
 
3.5%
Other values (42) 125
49.0%
Space Separator
ValueCountFrequency (%)
32
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 255
88.9%
Common 32
 
11.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 28
 
11.0%
군 17
 
6.7%
시 16
 
6.3%
광 14
 
5.5%
남 10
 
3.9%
치 9
 
3.5%
자 9
 
3.5%
별 9
 
3.5%
전 9
 
3.5%
특 9
 
3.5%
Other values (42) 125
49.0%
Common
ValueCountFrequency (%)
32
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 255
88.9%
ASCII 32
 
11.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
32
100.0%
Hangul
ValueCountFrequency (%)
도 28
 
11.0%
군 17
 
6.7%
시 16
 
6.3%
광 14
 
5.5%
남 10
 
3.9%
치 9
 
3.5%
자 9
 
3.5%
별 9
 
3.5%
전 9
 
3.5%
특 9
 
3.5%
Other values (42) 125
49.0%

교육기관
Text

Distinct27
Distinct (%)81.8%
Missing0
Missing (%)0.0%
Memory size392.0 B
2024-04-13T20:14:18.283461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length18
Mean length11.030303
Min length3

Characters and Unicode

Total characters364
Distinct characters86
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)69.7%

Sample

1st row예천군 농업기술센터
2nd row국립농산물품질관리원 강원지원 정선태백사무소
3rd row정선군농업기술센터
4th row보은군농업기술센터
5th row경기농업인증센터
ValueCountFrequency (%)
국립농산물품질관리원 5
 
10.9%
광주광역시농업기술센터 4
 
8.7%
농업기술센터 3
 
6.5%
금성농업협동조합 2
 
4.3%
횡성군농업기술센터 2
 
4.3%
강원지원 2
 
4.3%
곡성군 2
 
4.3%
광양백운산참돌배연구회 1
 
2.2%
낙안지점 1
 
2.2%
태백시농업기술센터 1
 
2.2%
Other values (23) 23
50.0%
2024-04-13T20:14:19.242465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
농 30
 
8.2%
업 22
 
6.0%
기 17
 
4.7%
센 16
 
4.4%
터 16
 
4.4%
술 15
 
4.1%
13
 
3.6%
원 13
 
3.6%
광 10
 
2.7%
산 9
 
2.5%
Other values (76) 203
55.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 351
96.4%
Space Separator 13
 
3.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
농 30
 
8.5%
업 22
 
6.3%
기 17
 
4.8%
센 16
 
4.6%
터 16
 
4.6%
술 15
 
4.3%
원 13
 
3.7%
광 10
 
2.8%
산 9
 
2.6%
군 9
 
2.6%
Other values (75) 194
55.3%
Space Separator
ValueCountFrequency (%)
13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 351
96.4%
Common 13
 
3.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
농 30
 
8.5%
업 22
 
6.3%
기 17
 
4.8%
센 16
 
4.6%
터 16
 
4.6%
술 15
 
4.3%
원 13
 
3.7%
광 10
 
2.8%
산 9
 
2.6%
군 9
 
2.6%
Other values (75) 194
55.3%
Common
ValueCountFrequency (%)
13
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 351
96.4%
ASCII 13
 
3.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
농 30
 
8.5%
업 22
 
6.3%
기 17
 
4.8%
센 16
 
4.6%
터 16
 
4.6%
술 15
 
4.3%
원 13
 
3.7%
광 10
 
2.8%
산 9
 
2.6%
군 9
 
2.6%
Other values (75) 194
55.3%
ASCII
ValueCountFrequency (%)
13
100.0%

교육장소
Text

Distinct30
Distinct (%)90.9%
Missing0
Missing (%)0.0%
Memory size392.0 B
2024-04-13T20:14:19.912154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length20
Mean length16.30303
Min length8

Characters and Unicode

Total characters538
Distinct characters109
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)87.9%

Sample

1st row예천군 문화회관
2nd row정선군 산림조합 곤드레 명품관 2층 회의실
3rd row정선군농업기술센터 3층 대회의실
4th row보은군농업기술센터 상록수교육관
5th row일죽농협 2층 중회의실
ValueCountFrequency (%)
2층 8
 
8.0%
회의실 7
 
7.0%
대회의실 7
 
7.0%
농업기술센터 6
 
6.0%
교육관 5
 
5.0%
광주광역시 4
 
4.0%
농산물산지유통센터 2
 
2.0%
1층 2
 
2.0%
농업인교육관 2
 
2.0%
교육장 2
 
2.0%
Other values (54) 55
55.0%
2024-04-13T20:14:20.875659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
67
 
12.5%
농 36
 
6.7%
회 19
 
3.5%
협 17
 
3.2%
의 17
 
3.2%
실 17
 
3.2%
업 17
 
3.2%
터 16
 
3.0%
센 16
 
3.0%
관 15
 
2.8%
Other values (99) 301
55.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 452
84.0%
Space Separator 67
 
12.5%
Decimal Number 17
 
3.2%
Open Punctuation 1
 
0.2%
Close Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
농 36
 
8.0%
회 19
 
4.2%
협 17
 
3.8%
의 17
 
3.8%
실 17
 
3.8%
업 17
 
3.8%
터 16
 
3.5%
센 16
 
3.5%
관 15
 
3.3%
기 14
 
3.1%
Other values (92) 268
59.3%
Decimal Number
ValueCountFrequency (%)
2 10
58.8%
3 3
 
17.6%
1 3
 
17.6%
4 1
 
5.9%
Space Separator
ValueCountFrequency (%)
67
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 452
84.0%
Common 86
 
16.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
농 36
 
8.0%
회 19
 
4.2%
협 17
 
3.8%
의 17
 
3.8%
실 17
 
3.8%
업 17
 
3.8%
터 16
 
3.5%
센 16
 
3.5%
관 15
 
3.3%
기 14
 
3.1%
Other values (92) 268
59.3%
Common
ValueCountFrequency (%)
67
77.9%
2 10
 
11.6%
3 3
 
3.5%
1 3
 
3.5%
( 1
 
1.2%
4 1
 
1.2%
) 1
 
1.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 452
84.0%
ASCII 86
 
16.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
67
77.9%
2 10
 
11.6%
3 3
 
3.5%
1 3
 
3.5%
( 1
 
1.2%
4 1
 
1.2%
) 1
 
1.2%
Hangul
ValueCountFrequency (%)
농 36
 
8.0%
회 19
 
4.2%
협 17
 
3.8%
의 17
 
3.8%
실 17
 
3.8%
업 17
 
3.8%
터 16
 
3.5%
센 16
 
3.5%
관 15
 
3.3%
기 14
 
3.1%
Other values (92) 268
59.3%

교육인원
Real number (ℝ)

Distinct22
Distinct (%)66.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean73.606061
Minimum7
Maximum200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size425.0 B
2024-04-13T20:14:21.097164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile25
Q130
median60
Q3100
95-th percentile200
Maximum200
Range193
Interquartile range (IQR)70

Descriptive statistics

Standard deviation52.920896
Coefficient of variation (CV)0.71897471
Kurtosis0.90358642
Mean73.606061
Median Absolute Deviation (MAD)33
Skewness1.2152053
Sum2429
Variance2800.6212
MonotonicityNot monotonic
2024-04-13T20:14:21.461718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
25 5
15.2%
200 3
 
9.1%
50 3
 
9.1%
110 2
 
6.1%
80 2
 
6.1%
60 2
 
6.1%
150 1
 
3.0%
84 1
 
3.0%
32 1
 
3.0%
28 1
 
3.0%
Other values (12) 12
36.4%
ValueCountFrequency (%)
7 1
 
3.0%
25 5
15.2%
27 1
 
3.0%
28 1
 
3.0%
30 1
 
3.0%
32 1
 
3.0%
43 1
 
3.0%
45 1
 
3.0%
46 1
 
3.0%
50 3
9.1%
ValueCountFrequency (%)
200 3
9.1%
150 1
 
3.0%
115 1
 
3.0%
111 1
 
3.0%
110 2
6.1%
100 1
 
3.0%
95 1
 
3.0%
84 1
 
3.0%
80 2
6.1%
75 1
 
3.0%

Interactions

2024-04-13T20:14:14.749401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-13T20:14:21.691048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육일자교육지역교육기관교육장소교육인원
교육일자1.0000.7520.8370.8490.570
교육지역0.7521.0001.0001.0000.959
교육기관0.8371.0001.0001.0000.942
교육장소0.8491.0001.0001.0001.000
교육인원0.5700.9590.9421.0001.000

Missing values

2024-04-13T20:14:15.044799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-13T20:14:15.216873image/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

교육일자교육지역교육기관교육장소교육인원
02024-01-10경상북도 예천군예천군 농업기술센터예천군 문화회관150
12024-01-11강원특별자치도 정선군국립농산물품질관리원 강원지원 정선태백사무소정선군 산림조합 곤드레 명품관 2층 회의실43
22024-01-19강원특별자치도 정선군정선군농업기술센터정선군농업기술센터 3층 대회의실111
32024-01-22충청북도 보은군보은군농업기술센터보은군농업기술센터 상록수교육관200
42024-01-22경기도 안성시경기농업인증센터일죽농협 2층 중회의실50
52024-01-24세종특별자치시세종특별자치시농업기술센터세종시농업기술센터 농업인교육관 1층 제1강의실50
62024-01-26경상북도 상주시고산영농조합법인고산영농조합법인 교육장75
72024-01-26충청남도 서산시서산시농업기술센터대산농협협동조합 대회의실110
82024-01-31경상북도 상주시농식품안전관리원상주원예농협 농산물산지유통센터 교육장80
92024-02-01경기도 이천시국립농산물품질관리원 경기지원 이천사무소국립농산물품질관리원 경기지원 이천사무소7
교육일자교육지역교육기관교육장소교육인원
232024-03-19강원특별자치도 영월군국립농산물품질관리원 강원지원 영월사무소영월군 농업기술센터 농업인교육관100
242024-03-20전라남도 화순군도곡농업협동조합도곡농협 제3농산물산지유통센터 2층 대회의실50
252024-03-26전라남도 무안군전남서남부채소농협공선출하회전남서남부채소농협 해제사업소 회의실45
262024-03-28전라남도 곡성군곡성군곡성농협 농산물산지유통센터 회의실115
272024-03-28광주광역시 광산구광주광역시농업기술센터광주광역시 농업기술센터 교육관25
282024-04-02경기도 화성시국립농산물품질관리원 화성오산사무소수원원예농협산지유통센터 대회의실28
292024-04-05전라남도 곡성군곡성군곡성군농업기술센터 농업기계교육관 회의실(2층)32
302024-06-27광주광역시 광산구광주광역시농업기술센터광주광역시 농업기술센터 교육관25
312024-08-29광주광역시 광산구광주광역시농업기술센터광주광역시 농업기술센터 교육관25
322024-11-28광주광역시 광산구광주광역시농업기술센터광주광역시 농업기술센터 교육관25