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
Categorical3
Numeric1

Dataset

Description경상남도농업기술원의 연구실 현황자료입니다.
Author경상남도
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15070579

Alerts

연구활동종사자_명 is highly overall correlated with 연구실 위치High correlation
연구실분류 is highly overall correlated with 연구실 위치_상세High 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
연구활동종사자_명 has 1 (1.9%) zerosZeros

Reproduction

Analysis started2023-12-10 22:37:04.183126
Analysis finished2023-12-10 22:37:05.046888
Duration0.86 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연구실명
Text

Distinct42
Distinct (%)80.8%
Missing0
Missing (%)0.0%
Memory size548.0 B
2023-12-11T07:37:05.181072image/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%
2023-12-11T07:37:05.470759image/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 size548.0 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

2023-12-11T07:37:05.585510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:37:05.675909image/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
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct6
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.9423077
Minimum0
Maximum5
Zeros1
Zeros (%)1.9%
Negative0
Negative (%)0.0%
Memory size600.0 B
2023-12-11T07:37:05.756809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q33
95-th percentile4.45
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.2112781
Coefficient of variation (CV)0.62362831
Kurtosis0.49545767
Mean1.9423077
Median Absolute Deviation (MAD)1
Skewness1.0781478
Sum101
Variance1.4671946
MonotonicityNot monotonic
2023-12-11T07:37:05.843893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 24
46.2%
2 13
25.0%
3 8
 
15.4%
4 3
 
5.8%
5 3
 
5.8%
0 1
 
1.9%
ValueCountFrequency (%)
0 1
 
1.9%
1 24
46.2%
2 13
25.0%
3 8
 
15.4%
4 3
 
5.8%
5 3
 
5.8%
ValueCountFrequency (%)
5 3
 
5.8%
4 3
 
5.8%
3 8
 
15.4%
2 13
25.0%
1 24
46.2%
0 1
 
1.9%

연구실 위치
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)17.3%
Missing0
Missing (%)0.0%
Memory size548.0 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

2023-12-11T07:37:06.004951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:37:06.115551image/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 size548.0 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

2023-12-11T07:37:06.232232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:37:06.343032image/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%

Interactions

2023-12-11T07:37:04.862892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T07:37:06.426480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연구실명연구실분류연구활동종사자_명연구실 위치연구실 위치_상세
연구실명1.0000.0000.0000.0000.697
연구실분류0.0001.0000.2170.5820.722
연구활동종사자_명0.0000.2171.0000.7770.499
연구실 위치0.0000.5820.7771.0000.830
연구실 위치_상세0.6970.7220.4990.8301.000
2023-12-11T07:37:06.516829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연구실 위치연구실 위치_상세연구실분류
연구실 위치1.0000.6240.389
연구실 위치_상세0.6241.0000.573
연구실분류0.3890.5731.000
2023-12-11T07:37:06.596617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연구활동종사자_명연구실분류연구실 위치연구실 위치_상세
연구활동종사자_명1.0000.1310.5030.319
연구실분류0.1311.0000.3890.573
연구실 위치0.5030.3891.0000.624
연구실 위치_상세0.3190.5730.6241.000

Missing values

2023-12-11T07:37:04.944632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:37:05.014741image/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/물리5약용자원연구소본관
50유용곤충연구실1생명/미생물4유용곤충연구소본관
51유용곤충연구실2생명/미생물5유용곤충연구소본관