Overview

Dataset statistics

Number of variables5
Number of observations52
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.2 KiB
Average record size in memory43.5 B

Variable types

Text1
Categorical4

Dataset

Description경상남도농업기술원의 연구실 현황자료입니다.경상남도농업기술원의 연구실명, 위치 등의 데이터 정보를 제공합니다.
Author경상남도
URLhttps://www.data.go.kr/data/15070579/fileData.do

Alerts

연구실분류 is highly overall correlated with 연구실 위치_상세High correlation
연구활동종사자_명 is highly overall correlated with 연구실 위치High correlation
연구실 위치 is highly overall correlated with 연구활동종사자_명 and 1 other fieldsHigh correlation
연구실 위치_상세 is highly overall correlated with 연구실분류 and 1 other fieldsHigh correlation

Reproduction

Analysis started2024-03-15 01:43:31.568014
Analysis finished2024-03-15 01:43:32.326886
Duration0.76 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연구실명
Text

Distinct42
Distinct (%)80.8%
Missing0
Missing (%)0.0%
Memory size544.0 B
2024-03-15T10:43:32.933781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length8
Median length5
Mean length5.3653846
Min length3

Characters and Unicode

Total characters279
Distinct characters69
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)69.2%

Sample

1st row정밀기기실
2nd row전처리실
3rd row조사실
4th row유기물분해실
5th row기기분석실
ValueCountFrequency (%)
조직배양실 4
 
7.7%
기기분석실 4
 
7.7%
정밀기기실 2
 
3.8%
재배실험실 2
 
3.8%
시약보관실 2
 
3.8%
품질분석실 2
 
3.8%
실험실3-2 1
 
1.9%
검경실 1
 
1.9%
농산가공실 1
 
1.9%
물리실 1
 
1.9%
Other values (32) 32
61.5%
2024-03-15T10:43:34.119562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
실 69
24.7%
기 18
 
6.5%
험 17
 
6.1%
분 16
 
5.7%
석 14
 
5.0%
배 6
 
2.2%
물 6
 
2.2%
조 5
 
1.8%
2 5
 
1.8%
연 5
 
1.8%
Other values (59) 118
42.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 264
94.6%
Decimal Number 11
 
3.9%
Dash Punctuation 4
 
1.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
실 69
26.1%
기 18
 
6.8%
험 17
 
6.4%
분 16
 
6.1%
석 14
 
5.3%
배 6
 
2.3%
물 6
 
2.3%
조 5
 
1.9%
연 5
 
1.9%
양 5
 
1.9%
Other values (55) 103
39.0%
Decimal Number
ValueCountFrequency (%)
2 5
45.5%
1 4
36.4%
3 2
 
18.2%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 264
94.6%
Common 15
 
5.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
실 69
26.1%
기 18
 
6.8%
험 17
 
6.4%
분 16
 
6.1%
석 14
 
5.3%
배 6
 
2.3%
물 6
 
2.3%
조 5
 
1.9%
연 5
 
1.9%
양 5
 
1.9%
Other values (55) 103
39.0%
Common
ValueCountFrequency (%)
2 5
33.3%
1 4
26.7%
- 4
26.7%
3 2
 
13.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 264
94.6%
ASCII 15
 
5.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
실 69
26.1%
기 18
 
6.8%
험 17
 
6.4%
분 16
 
6.1%
석 14
 
5.3%
배 6
 
2.3%
물 6
 
2.3%
조 5
 
1.9%
연 5
 
1.9%
양 5
 
1.9%
Other values (55) 103
39.0%
ASCII
ValueCountFrequency (%)
2 5
33.3%
1 4
26.7%
- 4
26.7%
3 2
 
13.3%

연구실분류
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size544.0 B
생명/미생물
30 
화학/화공
13 
기계/물리
5 
기타
4 

Length

Max length6
Median length6
Mean length5.3461538
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row생명/미생물
2nd row생명/미생물
3rd row생명/미생물
4th row화학/화공
5th row화학/화공

Common Values

ValueCountFrequency (%)
생명/미생물 30
57.7%
화학/화공 13
25.0%
기계/물리 5
 
9.6%
기타 4
 
7.7%

Length

2024-03-15T10:43:34.535263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:43:34.735179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
생명/미생물 30
57.7%
화학/화공 13
25.0%
기계/물리 5
 
9.6%
기타 4
 
7.7%

연구활동종사자_명
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size544.0 B
1
24 
2
13 
3
8 
4
6 
0
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.9%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 24
46.2%
2 13
25.0%
3 8
 
15.4%
4 6
 
11.5%
0 1
 
1.9%

Length

2024-03-15T10:43:34.942668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:43:35.148580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 24
46.2%
2 13
25.0%
3 8
 
15.4%
4 6
 
11.5%
0 1
 
1.9%

연구실 위치
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)17.3%
Missing0
Missing (%)0.0%
Memory size544.0 B
환경농업연구과
23 
사과이용연구소
7 
단감연구소
5 
원예연구과
4 
작물연구과
3 
Other values (4)
10 

Length

Max length7
Median length7
Mean length6.3076923
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row작물연구과
2nd row작물연구과
3rd row작물연구과
4th row환경농업연구과
5th row환경농업연구과

Common Values

ValueCountFrequency (%)
환경농업연구과 23
44.2%
사과이용연구소 7
 
13.5%
단감연구소 5
 
9.6%
원예연구과 4
 
7.7%
작물연구과 3
 
5.8%
양파연구소 3
 
5.8%
화훼연구소 3
 
5.8%
약용자원연구소 2
 
3.8%
유용곤충연구소 2
 
3.8%

Length

2024-03-15T10:43:35.979737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:43:36.389657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
환경농업연구과 23
44.2%
사과이용연구소 7
 
13.5%
단감연구소 5
 
9.6%
원예연구과 4
 
7.7%
작물연구과 3
 
5.8%
양파연구소 3
 
5.8%
화훼연구소 3
 
5.8%
약용자원연구소 2
 
3.8%
유용곤충연구소 2
 
3.8%

연구실 위치_상세
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)13.5%
Missing0
Missing (%)0.0%
Memory size544.0 B
본관
22 
환경농업연구동
17 
농산가공연구동
4 
원예연구실험실
4 
종합육종동
3 
Other values (2)
 
2

Length

Max length7
Median length6
Mean length4.7307692
Min length2

Unique

Unique2 ?
Unique (%)3.8%

Sample

1st row종합육종동
2nd row종합육종동
3rd row종합육종동
4th row환경농업연구동
5th row환경농업연구동

Common Values

ValueCountFrequency (%)
본관 22
42.3%
환경농업연구동 17
32.7%
농산가공연구동 4
 
7.7%
원예연구실험실 4
 
7.7%
종합육종동 3
 
5.8%
농업해충연구동 1
 
1.9%
버섯연구동 1
 
1.9%

Length

2024-03-15T10:43:36.918361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:43:37.291630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
본관 22
42.3%
환경농업연구동 17
32.7%
농산가공연구동 4
 
7.7%
원예연구실험실 4
 
7.7%
종합육종동 3
 
5.8%
농업해충연구동 1
 
1.9%
버섯연구동 1
 
1.9%

Correlations

2024-03-15T10:43:37.550636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연구실명연구실분류연구활동종사자_명연구실 위치연구실 위치_상세
연구실명1.0000.0000.0000.0000.697
연구실분류0.0001.0000.1980.5820.722
연구활동종사자_명0.0000.1981.0000.7750.545
연구실 위치0.0000.5820.7751.0000.830
연구실 위치_상세0.6970.7220.5450.8301.000
2024-03-15T10:43:37.874062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연구실분류연구실 위치연구활동종사자_명연구실 위치_상세
연구실분류1.0000.3890.1560.573
연구실 위치0.3891.0000.5640.624
연구활동종사자_명0.1560.5641.0000.378
연구실 위치_상세0.5730.6240.3781.000
2024-03-15T10:43:38.186172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연구실분류연구활동종사자_명연구실 위치연구실 위치_상세
연구실분류1.0000.1560.3890.573
연구활동종사자_명0.1561.0000.5640.378
연구실 위치0.3890.5641.0000.624
연구실 위치_상세0.5730.3780.6241.000

Missing values

2024-03-15T10:43:32.073327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T10:43:32.258896image/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

연구실명연구실분류연구활동종사자_명연구실 위치연구실 위치_상세
0정밀기기실생명/미생물1작물연구과종합육종동
1전처리실생명/미생물1작물연구과종합육종동
2조사실생명/미생물1작물연구과종합육종동
3유기물분해실화학/화공1환경농업연구과환경농업연구동
4기기분석실화학/화공1환경농업연구과환경농업연구동
5토양물리실화학/화공1환경농업연구과환경농업연구동
6시약보관실화학/화공1환경농업연구과환경농업연구동
7원소분석실화학/화공1환경농업연구과환경농업연구동
8기초분석실험실화학/화공1환경농업연구과환경농업연구동
9가스보관실화학/화공1환경농업연구과환경농업연구동
연구실명연구실분류연구활동종사자_명연구실 위치연구실 위치_상세
42물리실기계/물리1사과이용연구소본관
43시약보관실화학/화공0사과이용연구소본관
44농산가공실기계/물리2사과이용연구소본관
45재배실험실생명/미생물2사과이용연구소본관
46검경실생명/미생물2사과이용연구소본관
47정밀기기실기계/물리1사과이용연구소본관
48재배실험실기계/물리3약용자원연구소본관
49품질분석실기계/물리4약용자원연구소본관
50유용곤충연구실1생명/미생물4유용곤충연구소본관
51유용곤충연구실2생명/미생물4유용곤충연구소본관