Overview

Dataset statistics

Number of variables6
Number of observations91
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.4 KiB
Average record size in memory49.5 B

Variable types

Text1
Categorical3
DateTime2

Dataset

Description제주특별자치도 제주농업기술원에서 진행하는 영농교육과 관련한 데이터로 교육명, 교육장소, 교육일정 등 정보를 제공합니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15056431/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
접수방법 is highly overall correlated with 교육장소High correlation
교육장소 is highly overall correlated with 접수방법High correlation

Reproduction

Analysis started2023-12-12 10:54:10.607045
Analysis finished2023-12-12 10:54:11.861004
Duration1.25 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육명
Text

Distinct85
Distinct (%)93.4%
Missing0
Missing (%)0.0%
Memory size860.0 B
2023-12-12T19:54:12.328316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length30
Mean length21.692308
Min length12

Characters and Unicode

Total characters1974
Distinct characters227
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique79 ?
Unique (%)86.8%

Sample

1st row2023년 감귤분야 농업인 전문교육
2nd row2023년 감귤 정지·전정 교육
3rd row2023 우리 쌀 활용 가공 기술 교육(우리쌀 활용 건강한 디저트 만들기)
4th row2023년 신규농업인 감귤재배 기초교육
5th row2023년 친환경농업 기초교육
ValueCountFrequency (%)
2023년 44
 
10.0%
교육 44
 
10.0%
2023 21
 
4.8%
농업기계 12
 
2.7%
청년농업인 11
 
2.5%
활용 10
 
2.3%
신규농업인 8
 
1.8%
기초교육 7
 
1.6%
친환경농업 6
 
1.4%
컨설팅 6
 
1.4%
Other values (172) 269
61.4%
2023-12-12T19:54:13.178529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
347
 
17.6%
2 132
 
6.7%
육 78
 
4.0%
교 77
 
3.9%
농 77
 
3.9%
기 70
 
3.5%
3 66
 
3.3%
0 66
 
3.3%
업 62
 
3.1%
년 56
 
2.8%
Other values (217) 943
47.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1311
66.4%
Space Separator 347
 
17.6%
Decimal Number 265
 
13.4%
Open Punctuation 11
 
0.6%
Close Punctuation 11
 
0.6%
Lowercase Letter 10
 
0.5%
Uppercase Letter 8
 
0.4%
Other Punctuation 6
 
0.3%
Dash Punctuation 5
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
육 78
 
5.9%
교 77
 
5.9%
농 77
 
5.9%
기 70
 
5.3%
업 62
 
4.7%
년 56
 
4.3%
인 32
 
2.4%
정 24
 
1.8%
술 18
 
1.4%
용 18
 
1.4%
Other values (189) 799
60.9%
Uppercase Letter
ValueCountFrequency (%)
C 2
25.0%
D 1
12.5%
P 1
12.5%
A 1
12.5%
G 1
12.5%
T 1
12.5%
I 1
12.5%
Lowercase Letter
ValueCountFrequency (%)
e 4
40.0%
s 2
20.0%
a 2
20.0%
l 1
 
10.0%
y 1
 
10.0%
Decimal Number
ValueCountFrequency (%)
2 132
49.8%
3 66
24.9%
0 66
24.9%
1 1
 
0.4%
Other Punctuation
ValueCountFrequency (%)
· 3
50.0%
? 1
 
16.7%
, 1
 
16.7%
! 1
 
16.7%
Open Punctuation
ValueCountFrequency (%)
( 9
81.8%
『 1
 
9.1%
[ 1
 
9.1%
Close Punctuation
ValueCountFrequency (%)
) 9
81.8%
』 1
 
9.1%
] 1
 
9.1%
Space Separator
ValueCountFrequency (%)
347
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1311
66.4%
Common 645
32.7%
Latin 18
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
육 78
 
5.9%
교 77
 
5.9%
농 77
 
5.9%
기 70
 
5.3%
업 62
 
4.7%
년 56
 
4.3%
인 32
 
2.4%
정 24
 
1.8%
술 18
 
1.4%
용 18
 
1.4%
Other values (189) 799
60.9%
Common
ValueCountFrequency (%)
347
53.8%
2 132
 
20.5%
3 66
 
10.2%
0 66
 
10.2%
( 9
 
1.4%
) 9
 
1.4%
- 5
 
0.8%
· 3
 
0.5%
? 1
 
0.2%
, 1
 
0.2%
Other values (6) 6
 
0.9%
Latin
ValueCountFrequency (%)
e 4
22.2%
s 2
11.1%
a 2
11.1%
C 2
11.1%
l 1
 
5.6%
y 1
 
5.6%
D 1
 
5.6%
P 1
 
5.6%
A 1
 
5.6%
G 1
 
5.6%
Other values (2) 2
11.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1311
66.4%
ASCII 658
33.3%
None 5
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
347
52.7%
2 132
 
20.1%
3 66
 
10.0%
0 66
 
10.0%
( 9
 
1.4%
) 9
 
1.4%
- 5
 
0.8%
e 4
 
0.6%
s 2
 
0.3%
a 2
 
0.3%
Other values (15) 16
 
2.4%
Hangul
ValueCountFrequency (%)
육 78
 
5.9%
교 77
 
5.9%
농 77
 
5.9%
기 70
 
5.3%
업 62
 
4.7%
년 56
 
4.3%
인 32
 
2.4%
정 24
 
1.8%
술 18
 
1.4%
용 18
 
1.4%
Other values (189) 799
60.9%
None
ValueCountFrequency (%)
· 3
60.0%
』 1
 
20.0%
『 1
 
20.0%

접수방법
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size860.0 B
전화및방문신청
46 
방문신청
16 
전화신청
15 
온라인및방문신청
5 
온라인
5 

Length

Max length8
Median length7
Mean length5.6813187
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전화및방문신청 46
50.5%
방문신청 16
 
17.6%
전화신청 15
 
16.5%
온라인및방문신청 5
 
5.5%
온라인 5
 
5.5%
<NA> 4
 
4.4%

Length

2023-12-12T19:54:13.462871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:54:13.686687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전화및방문신청 46
50.5%
방문신청 16
 
17.6%
전화신청 15
 
16.5%
온라인및방문신청 5
 
5.5%
온라인 5
 
5.5%
na 4
 
4.4%

교육장소
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size860.0 B
동부농업기술센터
19 
제주농업기술센터
17 
서부농업기술센터
16 
서귀포농업기술센터
15 
농업기술원
14 

Length

Max length9
Median length8
Mean length7.043956
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동부농업기술센터 19
20.9%
제주농업기술센터 17
18.7%
서부농업기술센터 16
17.6%
서귀포농업기술센터 15
16.5%
농업기술원 14
15.4%
기타 10
11.0%

Length

2023-12-12T19:54:13.922556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:54:14.150519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동부농업기술센터 19
20.9%
제주농업기술센터 17
18.7%
서부농업기술센터 16
17.6%
서귀포농업기술센터 15
16.5%
농업기술원 14
15.4%
기타 10
11.0%

교육시작(예정)일
Date

Distinct73
Distinct (%)80.2%
Missing0
Missing (%)0.0%
Memory size860.0 B
Minimum2023-01-06 00:00:00
Maximum2032-05-08 00:00:00
2023-12-12T19:54:14.941495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:54:15.197117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육종료(예정)일
Date

Distinct65
Distinct (%)71.4%
Missing0
Missing (%)0.0%
Memory size860.0 B
Minimum2023-01-31 00:00:00
Maximum2023-12-12 00:00:00
2023-12-12T19:54:15.461925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:54:15.757100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size860.0 B
2023-11-23
91 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-23
2nd row2023-11-23
3rd row2023-11-23
4th row2023-11-23
5th row2023-11-23

Common Values

ValueCountFrequency (%)
2023-11-23 91
100.0%

Length

2023-12-12T19:54:15.992659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:54:16.171778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-23 91
100.0%

Correlations

2023-12-12T19:54:16.280832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육명접수방법교육장소교육시작(예정)일교육종료(예정)일
교육명1.0001.0000.0000.9760.991
접수방법1.0001.0000.6450.0000.756
교육장소0.0000.6451.0000.5860.452
교육시작(예정)일0.9760.0000.5861.0000.972
교육종료(예정)일0.9910.7560.4520.9721.000
2023-12-12T19:54:16.441231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
접수방법교육장소
접수방법1.0000.502
교육장소0.5021.000
2023-12-12T19:54:16.584986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
접수방법교육장소
접수방법1.0000.502
교육장소0.5021.000

Missing values

2023-12-12T19:54:11.582498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:54:11.777819image/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

교육명접수방법교육장소교육시작(예정)일교육종료(예정)일데이터기준일자
02023년 감귤분야 농업인 전문교육전화및방문신청서귀포농업기술센터2023-03-132023-09-142023-11-23
12023년 감귤 정지·전정 교육전화및방문신청서귀포농업기술센터2023-03-102023-03-102023-11-23
22023 우리 쌀 활용 가공 기술 교육(우리쌀 활용 건강한 디저트 만들기)전화및방문신청서귀포농업기술센터2023-03-302023-03-312023-11-23
32023년 신규농업인 감귤재배 기초교육전화및방문신청서귀포농업기술센터2023-03-282023-09-192023-11-23
42023년 친환경농업 기초교육전화및방문신청서귀포농업기술센터2023-04-262023-04-272023-11-23
52023년 농업기계 실무교육전화및방문신청서귀포농업기술센터2023-05-232023-09-202023-11-23
6제주녹차 수제차 만들기 체험행사전화신청서귀포농업기술센터2032-04-242023-04-262023-11-23
72023년 농업인 e-비즈니스 활성화 기초 교육전화및방문신청서귀포농업기술센터2023-05-152023-07-142023-11-23
8라이브커머스 마케팅 교육전화신청서귀포농업기술센터2023-04-202023-05-192023-11-23
92023 우리 쌀 활용 가공 기술 교육(우리 쌀 활용 전통 디저트 만들기)전화및방문신청서귀포농업기술센터2023-05-242023-05-252023-11-23
교육명접수방법교육장소교육시작(예정)일교육종료(예정)일데이터기준일자
812023 강소농 농업경영체 경영개선실천 기초교육방문신청제주농업기술센터2023-04-262023-05-042023-11-23
82이야기로 풀어보는 제주 발효 식문화의 이해 과정전화신청제주농업기술센터2023-05-152023-06-082023-11-23
832023 사이버e-비즈니스 활성화 기초과정전화신청제주농업기술센터2023-06-012023-07-142023-11-23
84천연염색 기초·심화 과정전화신청기타2023-06-122023-07-132023-11-23
852023년 하반기 농업기계 안전이용 교육전화및방문신청제주농업기술센터2023-09-052023-09-272023-11-23
862023년 하반기 농업기계 경정비 교육전화및방문신청제주농업기술센터2023-10-112023-10-182023-11-23
87여름 제철농산물 활용 『건강 한 끼 만들기』 1Day Class전화신청제주농업기술센터2023-08-312023-08-312023-11-23
882023 도시원예 전문가 과정<NA>제주농업기술센터2023-08-232023-11-032023-11-23
892023 농촌융복합산업 창업 기초과정전화및방문신청제주농업기술센터2023-10-102023-10-302023-11-23
90농촌융복합산업 현장 운영능력 향상 교육전화신청기타2023-11-202023-11-202023-11-23