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 memory49.4 B

Variable types

Text3
Categorical1
DateTime2

Dataset

Description농림식품 관련 RnD 녹색인증 정보. 인증번호, 기술명칭, 기관명, 발급부처, 인증확정일, 인증만료일 등으로 구성
Author농림식품기술기획평가원
URLhttps://www.data.go.kr/data/15126297/fileData.do

Alerts

발급부처 has constant value ""Constant
인증번호 has unique valuesUnique
기술명칭 has unique valuesUnique

Reproduction

Analysis started2024-03-15 01:12:36.720896
Analysis finished2024-03-15 01:12:38.015503
Duration1.29 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

인증번호
Text

UNIQUE 

Distinct91
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size856.0 B
2024-03-15T10:12:39.117817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters1001
Distinct characters13
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique91 ?
Unique (%)100.0%

Sample

1st rowGT-20-01005
2nd rowGT-20-01009
3rd rowGT-20-01010
4th rowGT-23-01822
5th rowGT-23-01831
ValueCountFrequency (%)
gt-20-01005 1
 
1.1%
gt-19-00753 1
 
1.1%
gt-22-01350 1
 
1.1%
gt-22-01352 1
 
1.1%
gt-22-01354 1
 
1.1%
gt-22-01356 1
 
1.1%
gt-22-01369 1
 
1.1%
gt-22-01375 1
 
1.1%
gt-22-01384 1
 
1.1%
gt-22-01376 1
 
1.1%
Other values (81) 81
89.0%
2024-03-15T10:12:40.834407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 182
18.2%
0 146
14.6%
2 143
14.3%
1 121
12.1%
G 91
9.1%
T 91
9.1%
3 57
 
5.7%
5 43
 
4.3%
7 33
 
3.3%
6 27
 
2.7%
Other values (3) 67
 
6.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 637
63.6%
Dash Punctuation 182
 
18.2%
Uppercase Letter 182
 
18.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 146
22.9%
2 143
22.4%
1 121
19.0%
3 57
 
8.9%
5 43
 
6.8%
7 33
 
5.2%
6 27
 
4.2%
8 26
 
4.1%
9 22
 
3.5%
4 19
 
3.0%
Uppercase Letter
ValueCountFrequency (%)
G 91
50.0%
T 91
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 182
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 819
81.8%
Latin 182
 
18.2%

Most frequent character per script

Common
ValueCountFrequency (%)
- 182
22.2%
0 146
17.8%
2 143
17.5%
1 121
14.8%
3 57
 
7.0%
5 43
 
5.3%
7 33
 
4.0%
6 27
 
3.3%
8 26
 
3.2%
9 22
 
2.7%
Latin
ValueCountFrequency (%)
G 91
50.0%
T 91
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1001
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 182
18.2%
0 146
14.6%
2 143
14.3%
1 121
12.1%
G 91
9.1%
T 91
9.1%
3 57
 
5.7%
5 43
 
4.3%
7 33
 
3.3%
6 27
 
2.7%
Other values (3) 67
 
6.7%

기술명칭
Text

UNIQUE 

Distinct91
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size856.0 B
2024-03-15T10:12:42.089617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length38
Mean length30.263736
Min length12

Characters and Unicode

Total characters2754
Distinct characters317
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique91 ?
Unique (%)100.0%

Sample

1st row풍력을 활용한 두더지 퇴치 기술
2nd row수성 잉크를 이용한 플라스틱 필름 포장재 제조기술
3rd row환경독성물질 저감 잉크를 이용한 포장재 제조 기술
4th row수분 및 가스 차단성 종이의 제조 기술
5th row갈파래를 활용한 반추동물 메탄가스 저감 사료 첨가제 제조 기술
ValueCountFrequency (%)
기술 42
 
6.2%
제조기술 34
 
5.0%
이용한 33
 
4.9%
제조 23
 
3.4%
포장재 22
 
3.3%
및 17
 
2.5%
활용한 10
 
1.5%
유해성 10
 
1.5%
에탄올 10
 
1.5%
잉크를 10
 
1.5%
Other values (380) 465
68.8%
2024-03-15T10:12:43.915396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
588
 
21.4%
기 128
 
4.6%
술 95
 
3.4%
용 85
 
3.1%
제 80
 
2.9%
조 65
 
2.4%
한 62
 
2.3%
이 62
 
2.3%
성 47
 
1.7%
재 43
 
1.6%
Other values (307) 1499
54.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2063
74.9%
Space Separator 588
 
21.4%
Lowercase Letter 52
 
1.9%
Uppercase Letter 33
 
1.2%
Other Punctuation 6
 
0.2%
Open Punctuation 5
 
0.2%
Close Punctuation 5
 
0.2%
Dash Punctuation 1
 
< 0.1%
Decimal Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 128
 
6.2%
술 95
 
4.6%
용 85
 
4.1%
제 80
 
3.9%
조 65
 
3.2%
한 62
 
3.0%
이 62
 
3.0%
성 47
 
2.3%
재 43
 
2.1%
장 36
 
1.7%
Other values (268) 1360
65.9%
Lowercase Letter
ValueCountFrequency (%)
l 7
13.5%
e 7
13.5%
a 5
9.6%
o 4
 
7.7%
d 4
 
7.7%
t 3
 
5.8%
r 3
 
5.8%
y 3
 
5.8%
c 3
 
5.8%
i 3
 
5.8%
Other values (8) 10
19.2%
Uppercase Letter
ValueCountFrequency (%)
P 10
30.3%
C 3
 
9.1%
E 3
 
9.1%
F 2
 
6.1%
O 2
 
6.1%
A 2
 
6.1%
L 2
 
6.1%
M 2
 
6.1%
D 1
 
3.0%
H 1
 
3.0%
Other values (5) 5
15.2%
Space Separator
ValueCountFrequency (%)
588
100.0%
Other Punctuation
ValueCountFrequency (%)
, 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Decimal Number
ValueCountFrequency (%)
2 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2061
74.8%
Common 606
 
22.0%
Latin 85
 
3.1%
Han 2
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 128
 
6.2%
술 95
 
4.6%
용 85
 
4.1%
제 80
 
3.9%
조 65
 
3.2%
한 62
 
3.0%
이 62
 
3.0%
성 47
 
2.3%
재 43
 
2.1%
장 36
 
1.7%
Other values (266) 1358
65.9%
Latin
ValueCountFrequency (%)
P 10
 
11.8%
l 7
 
8.2%
e 7
 
8.2%
a 5
 
5.9%
o 4
 
4.7%
d 4
 
4.7%
t 3
 
3.5%
C 3
 
3.5%
r 3
 
3.5%
y 3
 
3.5%
Other values (23) 36
42.4%
Common
ValueCountFrequency (%)
588
97.0%
, 6
 
1.0%
( 5
 
0.8%
) 5
 
0.8%
- 1
 
0.2%
2 1
 
0.2%
Han
ValueCountFrequency (%)
羽 1
50.0%
毛 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2061
74.8%
ASCII 691
 
25.1%
CJK 2
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
588
85.1%
P 10
 
1.4%
l 7
 
1.0%
e 7
 
1.0%
, 6
 
0.9%
( 5
 
0.7%
) 5
 
0.7%
a 5
 
0.7%
o 4
 
0.6%
d 4
 
0.6%
Other values (29) 50
 
7.2%
Hangul
ValueCountFrequency (%)
기 128
 
6.2%
술 95
 
4.6%
용 85
 
4.1%
제 80
 
3.9%
조 65
 
3.2%
한 62
 
3.0%
이 62
 
3.0%
성 47
 
2.3%
재 43
 
2.1%
장 36
 
1.7%
Other values (266) 1358
65.9%
CJK
ValueCountFrequency (%)
羽 1
50.0%
毛 1
50.0%

기관명
Text

Distinct82
Distinct (%)90.1%
Missing0
Missing (%)0.0%
Memory size856.0 B
2024-03-15T10:12:44.810474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length7.6263736
Min length2

Characters and Unicode

Total characters694
Distinct characters164
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique75 ?
Unique (%)82.4%

Sample

1st row에코팜
2nd row(주)유래코
3rd row(주)유상
4th row한솔제지
5th row이안스주식회사
ValueCountFrequency (%)
주식회사 27
 
22.7%
아모레퍼시픽 3
 
2.5%
롯데알미늄(주 3
 
2.5%
동서 2
 
1.7%
주)유상 2
 
1.7%
에스피씨팩 2
 
1.7%
주)뉴트렉스테크놀러지 2
 
1.7%
율촌화학(주 2
 
1.7%
본우드 1
 
0.8%
에코팜 1
 
0.8%
Other values (74) 74
62.2%
2024-03-15T10:12:46.139973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 73
 
10.5%
( 45
 
6.5%
) 45
 
6.5%
사 32
 
4.6%
회 31
 
4.5%
29
 
4.2%
식 29
 
4.2%
스 20
 
2.9%
이 20
 
2.9%
에 16
 
2.3%
Other values (154) 354
51.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 570
82.1%
Open Punctuation 45
 
6.5%
Close Punctuation 45
 
6.5%
Space Separator 29
 
4.2%
Uppercase Letter 4
 
0.6%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 73
 
12.8%
사 32
 
5.6%
회 31
 
5.4%
식 29
 
5.1%
스 20
 
3.5%
이 20
 
3.5%
에 16
 
2.8%
코 9
 
1.6%
오 9
 
1.6%
피 9
 
1.6%
Other values (147) 322
56.5%
Uppercase Letter
ValueCountFrequency (%)
P 2
50.0%
C 1
25.0%
J 1
25.0%
Open Punctuation
ValueCountFrequency (%)
( 45
100.0%
Close Punctuation
ValueCountFrequency (%)
) 45
100.0%
Space Separator
ValueCountFrequency (%)
29
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 570
82.1%
Common 120
 
17.3%
Latin 4
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 73
 
12.8%
사 32
 
5.6%
회 31
 
5.4%
식 29
 
5.1%
스 20
 
3.5%
이 20
 
3.5%
에 16
 
2.8%
코 9
 
1.6%
오 9
 
1.6%
피 9
 
1.6%
Other values (147) 322
56.5%
Common
ValueCountFrequency (%)
( 45
37.5%
) 45
37.5%
29
24.2%
& 1
 
0.8%
Latin
ValueCountFrequency (%)
P 2
50.0%
C 1
25.0%
J 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 570
82.1%
ASCII 124
 
17.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 73
 
12.8%
사 32
 
5.6%
회 31
 
5.4%
식 29
 
5.1%
스 20
 
3.5%
이 20
 
3.5%
에 16
 
2.8%
코 9
 
1.6%
오 9
 
1.6%
피 9
 
1.6%
Other values (147) 322
56.5%
ASCII
ValueCountFrequency (%)
( 45
36.3%
) 45
36.3%
29
23.4%
P 2
 
1.6%
C 1
 
0.8%
J 1
 
0.8%
& 1
 
0.8%

발급부처
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size856.0 B
농림축산식품부
91 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
농림축산식품부 91
100.0%

Length

2024-03-15T10:12:46.542469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:12:46.835863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
농림축산식품부 91
100.0%

인증확정일
Date

Distinct35
Distinct (%)38.5%
Missing0
Missing (%)0.0%
Memory size856.0 B
Minimum2018-09-06 00:00:00
Maximum2023-11-30 00:00:00
2024-03-15T10:12:47.182711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:12:47.671206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)

인증만료일
Date

Distinct35
Distinct (%)38.5%
Missing0
Missing (%)0.0%
Memory size856.0 B
Minimum2024-01-27 00:00:00
Maximum2026-12-16 00:00:00
2024-03-15T10:12:48.027960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:12:48.373013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)

Correlations

2024-03-15T10:12:48.529262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증번호기술명칭기관명인증확정일인증만료일
인증번호1.0001.0001.0001.0001.000
기술명칭1.0001.0001.0001.0001.000
기관명1.0001.0001.0000.0000.000
인증확정일1.0001.0000.0001.0001.000
인증만료일1.0001.0000.0001.0001.000

Missing values

2024-03-15T10:12:37.728408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T10:12:37.928753image/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

인증번호기술명칭기관명발급부처인증확정일인증만료일
0GT-20-01005풍력을 활용한 두더지 퇴치 기술에코팜농림축산식품부2020-12-172026-12-16
1GT-20-01009수성 잉크를 이용한 플라스틱 필름 포장재 제조기술(주)유래코농림축산식품부2020-12-172026-12-16
2GT-20-01010환경독성물질 저감 잉크를 이용한 포장재 제조 기술(주)유상농림축산식품부2020-12-172026-12-16
3GT-23-01822수분 및 가스 차단성 종이의 제조 기술한솔제지농림축산식품부2023-11-302026-11-29
4GT-23-01831갈파래를 활용한 반추동물 메탄가스 저감 사료 첨가제 제조 기술이안스주식회사농림축산식품부2023-11-302026-11-29
5GT-20-00998고능력 한우의 수정란 대량생산 기술엠케이바이오텍농림축산식품부2020-11-192026-11-18
6GT-23-01795농업기계용 저공해 가솔린 2기통 터보 엔진 제작 기술(주)블루플래닛농림축산식품부2023-10-192026-10-18
7GT-23-01786플렉소 인쇄용 잉크를 이용한 포장재 제조기술주식회사 오리온농림축산식품부2023-09-142026-09-13
8GT-23-01765녹조 저감반응을 일으키는 물질을 함유하는 마스터배치를 이용한 녹조 저감기술월드워터농림축산식품부2023-09-142026-09-13
9GT-23-01763곡부체결 커플링 밴드가 적용된 파형강관 제조 기술영남산업 주식회사농림축산식품부2023-09-142026-09-13
인증번호기술명칭기관명발급부처인증확정일인증만료일
81GT-21-01242바이오매스 합성수지 기반의 부분생분해 수지 제조기술(주)에코매스농림축산식품부2021-10-142024-10-13
82GT-18-00516수용성 난연수지 처리 흡음 및 난연성 목질내장재 제조기술주식회사 가온우드농림축산식품부2018-09-062024-09-05
83GT-18-00515알칼리 해리성 및 생분해성을 부여한 수용성 코팅 종이 제조기술(주)바이오소재농림축산식품부2018-09-062024-09-05
84GT-21-01197박막을 이용한 수경 보리새싹사료 재배기술(주)가파농림축산식품부2021-09-022024-09-01
85GT-21-01219에탄올 베이스 용제를 이용한 유해성 저감형 포장재 제조 기술(주)에스피프린팅농림축산식품부2021-09-022024-09-01
86GT-21-01166에탄올 베이스 용제를 인쇄 및 가공공정에 적용한 포장재 제조기술롯데알미늄(주)농림축산식품부2021-06-172024-06-16
87GT-21-01071가축 번식능력향상을 위한 극미약광 응용기술(주)바이오라이트농림축산식품부2021-03-112024-03-10
88GT-21-01070자동 벌집 인출, 탈봉 및 적재 기술대성농림축산식품부2021-03-112024-03-10
89GT-21-01082다량의 우모(羽毛)해리 기술이 접목된 비닐하우스용 오리털 보온커튼 제조법(주)현성부직포농림축산식품부2021-03-112024-03-10
90GT-21-01046폐열활용 에너지절약 오븐 제조기술주식회사 코스티모농림축산식품부2021-01-282024-01-27