Overview

Dataset statistics

Number of variables5
Number of observations57
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory43.3 B

Variable types

Numeric1
Text1
Categorical2
DateTime1

Dataset

Description농림식품 문화 R&D 출원특허 정보에 관한 공공데이터로써 특허명,출원/등록인,출원/등록일,출원/등록국가 등 정보 제공
Author농림식품기술기획평가원
URLhttps://www.data.go.kr/data/15053210/fileData.do

Alerts

출원등록국가 has constant value ""Constant
번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 20:42:28.965851
Analysis finished2023-12-12 20:42:29.491858
Duration0.53 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct57
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29
Minimum1
Maximum57
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size645.0 B
2023-12-13T05:42:29.576616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.8
Q115
median29
Q343
95-th percentile54.2
Maximum57
Range56
Interquartile range (IQR)28

Descriptive statistics

Standard deviation16.598193
Coefficient of variation (CV)0.57235147
Kurtosis-1.2
Mean29
Median Absolute Deviation (MAD)14
Skewness0
Sum1653
Variance275.5
MonotonicityStrictly increasing
2023-12-13T05:42:29.742263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.8%
44 1
 
1.8%
32 1
 
1.8%
33 1
 
1.8%
34 1
 
1.8%
35 1
 
1.8%
36 1
 
1.8%
37 1
 
1.8%
38 1
 
1.8%
39 1
 
1.8%
Other values (47) 47
82.5%
ValueCountFrequency (%)
1 1
1.8%
2 1
1.8%
3 1
1.8%
4 1
1.8%
5 1
1.8%
6 1
1.8%
7 1
1.8%
8 1
1.8%
9 1
1.8%
10 1
1.8%
ValueCountFrequency (%)
57 1
1.8%
56 1
1.8%
55 1
1.8%
54 1
1.8%
53 1
1.8%
52 1
1.8%
51 1
1.8%
50 1
1.8%
49 1
1.8%
48 1
1.8%

특허명
Text

Distinct56
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Memory size588.0 B
2023-12-13T05:42:30.100227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length42
Median length26
Mean length15.035088
Min length2

Characters and Unicode

Total characters857
Distinct characters161
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique55 ?
Unique (%)96.5%

Sample

1st row유묘관리용 용기
2nd row농업용 지주고리
3rd row실내벽면 녹화용 화분 장치
4th row정수용 식생시스템
5th row식생매트 및 그 제조방법
ValueCountFrequency (%)
화분 10
 
5.0%
및 9
 
4.5%
이용한 8
 
4.0%
장치 5
 
2.5%
식물 5
 
2.5%
가로화분 4
 
2.0%
보존화의 3
 
1.5%
식생 3
 
1.5%
제조방법 3
 
1.5%
그 3
 
1.5%
Other values (127) 148
73.6%
2023-12-13T05:42:30.668915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
144
 
16.8%
화 43
 
5.0%
분 30
 
3.5%
0 28
 
3.3%
용 25
 
2.9%
식 20
 
2.3%
4 19
 
2.2%
이 18
 
2.1%
조 15
 
1.8%
물 15
 
1.8%
Other values (151) 500
58.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 571
66.6%
Space Separator 144
 
16.8%
Decimal Number 103
 
12.0%
Close Punctuation 13
 
1.5%
Open Punctuation 13
 
1.5%
Dash Punctuation 10
 
1.2%
Uppercase Letter 3
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
화 43
 
7.5%
분 30
 
5.3%
용 25
 
4.4%
식 20
 
3.5%
이 18
 
3.2%
조 15
 
2.6%
물 15
 
2.6%
장 14
 
2.5%
한 13
 
2.3%
기 11
 
1.9%
Other values (132) 367
64.3%
Decimal Number
ValueCountFrequency (%)
0 28
27.2%
4 19
18.4%
6 13
12.6%
3 11
 
10.7%
8 11
 
10.7%
1 6
 
5.8%
5 6
 
5.8%
9 4
 
3.9%
7 3
 
2.9%
2 2
 
1.9%
Uppercase Letter
ValueCountFrequency (%)
L 1
33.3%
E 1
33.3%
D 1
33.3%
Close Punctuation
ValueCountFrequency (%)
) 12
92.3%
] 1
 
7.7%
Open Punctuation
ValueCountFrequency (%)
( 12
92.3%
[ 1
 
7.7%
Space Separator
ValueCountFrequency (%)
144
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 571
66.6%
Common 283
33.0%
Latin 3
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
화 43
 
7.5%
분 30
 
5.3%
용 25
 
4.4%
식 20
 
3.5%
이 18
 
3.2%
조 15
 
2.6%
물 15
 
2.6%
장 14
 
2.5%
한 13
 
2.3%
기 11
 
1.9%
Other values (132) 367
64.3%
Common
ValueCountFrequency (%)
144
50.9%
0 28
 
9.9%
4 19
 
6.7%
6 13
 
4.6%
) 12
 
4.2%
( 12
 
4.2%
3 11
 
3.9%
8 11
 
3.9%
- 10
 
3.5%
1 6
 
2.1%
Other values (6) 17
 
6.0%
Latin
ValueCountFrequency (%)
L 1
33.3%
E 1
33.3%
D 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 571
66.6%
ASCII 286
33.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
144
50.3%
0 28
 
9.8%
4 19
 
6.6%
6 13
 
4.5%
) 12
 
4.2%
( 12
 
4.2%
3 11
 
3.8%
8 11
 
3.8%
- 10
 
3.5%
1 6
 
2.1%
Other values (9) 20
 
7.0%
Hangul
ValueCountFrequency (%)
화 43
 
7.5%
분 30
 
5.3%
용 25
 
4.4%
식 20
 
3.5%
이 18
 
3.2%
조 15
 
2.6%
물 15
 
2.6%
장 14
 
2.5%
한 13
 
2.3%
기 11
 
1.9%
Other values (132) 367
64.3%

출원등록인
Categorical

Distinct15
Distinct (%)26.3%
Missing0
Missing (%)0.0%
Memory size588.0 B
농촌진흥청
33 
대한민국(농촌진흥청장)
6 
우리꽃벽화수
 
3
경북대학교산학협력단
 
3
주식회사 가든포유
 
2
Other values (10)
10 

Length

Max length24
Median length5
Mean length7.1052632
Min length3

Unique

Unique10 ?
Unique (%)17.5%

Sample

1st row농촌진흥청
2nd row농촌진흥청
3rd row농촌진흥청
4th row대한민국(농촌진흥청장)
5th row대한민국(농촌진흥청장)

Common Values

ValueCountFrequency (%)
농촌진흥청 33
57.9%
대한민국(농촌진흥청장) 6
 
10.5%
우리꽃벽화수 3
 
5.3%
경북대학교산학협력단 3
 
5.3%
주식회사 가든포유 2
 
3.5%
주미옥 1
 
1.8%
가든포유 1
 
1.8%
경기도 1
 
1.8%
전라남도 농업기술원 1
 
1.8%
재단법인중소조선연구원 1
 
1.8%
Other values (5) 5
 
8.8%

Length

2023-12-13T05:42:30.826896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
농촌진흥청 33
54.1%
대한민국(농촌진흥청장 6
 
9.8%
우리꽃벽화수 3
 
4.9%
경북대학교산학협력단 3
 
4.9%
가든포유 3
 
4.9%
주식회사 2
 
3.3%
순천대학교산학협력단 1
 
1.6%
산학협력단 1
 
1.6%
경북대학교 1
 
1.6%
박공영 1
 
1.6%
Other values (7) 7
 
11.5%

출원등록일
Date

Distinct28
Distinct (%)49.1%
Missing0
Missing (%)0.0%
Memory size588.0 B
Minimum2009-06-03 00:00:00
Maximum2012-12-31 00:00:00
2023-12-13T05:42:30.944334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:42:31.095973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)

출원등록국가
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size588.0 B
대한민국
57 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
대한민국 57
100.0%

Length

2023-12-13T05:42:31.271680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:42:31.398041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대한민국 57
100.0%

Interactions

2023-12-13T05:42:29.214309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T05:42:31.480870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호특허명출원등록인출원등록일
번호1.0000.9280.5960.929
특허명0.9281.0000.9920.000
출원등록인0.5960.9921.0000.992
출원등록일0.9290.0000.9921.000
2023-12-13T05:42:31.597927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호출원등록인
번호1.0000.253
출원등록인0.2531.000

Missing values

2023-12-13T05:42:29.338897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:42:29.449811image/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

번호특허명출원등록인출원등록일출원등록국가
01유묘관리용 용기농촌진흥청2012-12-31대한민국
12농업용 지주고리농촌진흥청2012-12-31대한민국
23실내벽면 녹화용 화분 장치농촌진흥청2012-11-20대한민국
34정수용 식생시스템대한민국(농촌진흥청장)2012-11-19대한민국
45식생매트 및 그 제조방법대한민국(농촌진흥청장)2012-11-19대한민국
56벽면 녹화용 화분 장치농촌진흥청2012-11-19대한민국
67자생식물에서 개발한 한국적색상을 활용한 상표출원주미옥2012-11-14대한민국
78화분대한민국(농촌진흥청장)2012-10-17대한민국
89화분 거치용 지지대대한민국(농촌진흥청장)2012-10-17대한민국
910건축물의 식생 외장 구조물 및 그 식생 외장 시공방법우리꽃벽화수2012-09-25대한민국
번호특허명출원등록인출원등록일출원등록국가
4748휴대용 수의기구 박스경북대학교산학협력단2011-09-21대한민국
4849절화 줄기 분할 장치경북대학교 산학협력단2011-06-09대한민국
4950녹화구조물서지현;김완순;윤나희;손혜영;정순진;이재석2011-03-28대한민국
5051심지관수용 서랍식 화분농촌진흥청2010-12-01대한민국
5152화분장치농촌진흥청2010-12-01대한민국
5253식물 관찰용 키트농촌진흥청2010-12-01대한민국
5354공기 정화용 실내 정원 시스템농촌진흥청2010-07-29대한민국
5455온도 및 광질에 따라 색깔이 변하는 보존화의 제조 방법농촌진흥청2010-03-11대한민국
5556절화의 꽃잎 염색 장치경북대학교산학협력단2009-06-03대한민국
5657절화 꽃잎이 염색된 절화의 제조방법경북대학교산학협력단2009-06-03대한민국