Overview

Dataset statistics

Number of variables7
Number of observations584
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory32.1 KiB
Average record size in memory56.2 B

Variable types

Categorical2
Text4
DateTime1

Dataset

Description우수식품인증업체, 민간인증기관 정보서비스(인증구분, 인증번호, 인증기관, 인증일자, 인증업체, 주소, 제품명)
Author국립농산물품질관리원
URLhttps://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220204000000001688

Alerts

인증기관 is highly imbalanced (78.5%)Imbalance

Reproduction

Analysis started2024-03-23 07:26:14.528135
Analysis finished2024-03-23 07:26:16.494712
Duration1.97 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

인증구분
Categorical

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
전통식품인증
469 
KS인증
115 

Length

Max length6
Median length6
Mean length5.6061644
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전통식품인증 469
80.3%
KS인증 115
 
19.7%

Length

2024-03-23T07:26:16.628227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:26:16.970975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전통식품인증 469
80.3%
ks인증 115
 
19.7%

인증번호
Text

Distinct573
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
2024-03-23T07:26:17.748501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.494863
Min length12

Characters and Unicode

Total characters7297
Distinct characters19
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique562 ?
Unique (%)96.2%

Sample

1st row식품연 제2021-36호
2nd row식품연 제2021-35호
3rd row식품연 제2021-33호
4th row식품연 제2021-32호
5th row식품연 제2021-31호
ValueCountFrequency (%)
식품연 584
35.7%
전통 469
28.6%
제162호 2
 
0.1%
제175호 2
 
0.1%
제169호 2
 
0.1%
제167호 2
 
0.1%
제599호 2
 
0.1%
제168호 2
 
0.1%
제600호 2
 
0.1%
제597호 2
 
0.1%
Other values (565) 568
34.7%
2024-03-23T07:26:18.731888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1053
14.4%
식 584
 
8.0%
연 584
 
8.0%
제 584
 
8.0%
품 584
 
8.0%
호 584
 
8.0%
1 492
 
6.7%
전 469
 
6.4%
통 469
 
6.4%
0 371
 
5.1%
Other values (9) 1523
20.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3858
52.9%
Decimal Number 2271
31.1%
Space Separator 1053
 
14.4%
Dash Punctuation 115
 
1.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 492
21.7%
0 371
16.3%
2 337
14.8%
9 185
 
8.1%
8 166
 
7.3%
3 157
 
6.9%
4 152
 
6.7%
6 139
 
6.1%
5 138
 
6.1%
7 134
 
5.9%
Other Letter
ValueCountFrequency (%)
식 584
15.1%
연 584
15.1%
제 584
15.1%
품 584
15.1%
호 584
15.1%
전 469
12.2%
통 469
12.2%
Space Separator
ValueCountFrequency (%)
1053
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 115
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3858
52.9%
Common 3439
47.1%

Most frequent character per script

Common
ValueCountFrequency (%)
1053
30.6%
1 492
14.3%
0 371
 
10.8%
2 337
 
9.8%
9 185
 
5.4%
8 166
 
4.8%
3 157
 
4.6%
4 152
 
4.4%
6 139
 
4.0%
5 138
 
4.0%
Other values (2) 249
 
7.2%
Hangul
ValueCountFrequency (%)
식 584
15.1%
연 584
15.1%
제 584
15.1%
품 584
15.1%
호 584
15.1%
전 469
12.2%
통 469
12.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3858
52.9%
ASCII 3439
47.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1053
30.6%
1 492
14.3%
0 371
 
10.8%
2 337
 
9.8%
9 185
 
5.4%
8 166
 
4.8%
3 157
 
4.6%
4 152
 
4.4%
6 139
 
4.0%
5 138
 
4.0%
Other values (2) 249
 
7.2%
Hangul
ValueCountFrequency (%)
식 584
15.1%
연 584
15.1%
제 584
15.1%
품 584
15.1%
호 584
15.1%
전 469
12.2%
통 469
12.2%

인증기관
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
한국식품연구원
564 
주식회사 푸름인증원
 
20

Length

Max length10
Median length7
Mean length7.1027397
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한국식품연구원 564
96.6%
주식회사 푸름인증원 20
 
3.4%

Length

2024-03-23T07:26:19.159207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:26:19.447834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국식품연구원 564
93.4%
주식회사 20
 
3.3%
푸름인증원 20
 
3.3%

인증일자
Date

Distinct144
Distinct (%)24.7%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
Minimum2013-06-25 00:00:00
Maximum2022-03-17 00:00:00
2024-03-23T07:26:19.640864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T07:26:19.953470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

인증업체
Text

Distinct339
Distinct (%)58.0%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
2024-03-23T07:26:20.375574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length15
Mean length8.7722603
Min length2

Characters and Unicode

Total characters5123
Distinct characters320
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique205 ?
Unique (%)35.1%

Sample

1st row(주)오뚜기 포승공장
2nd row서창산업(주)
3rd row(주)진미식품
4th row보은용사촌(주)경산육가공사업소
5th row보은용사촌(주)경산육가공사업소
ValueCountFrequency (%)
농업회사법인 59
 
8.1%
영농조합법인 33
 
4.5%
남안동농협가공사업소 12
 
1.6%
안동제비원전통식품㈜ 10
 
1.4%
주식회사 8
 
1.1%
순애할매농산(유 6
 
0.8%
주)태림에프웰 6
 
0.8%
매일식품(주 5
 
0.7%
서일농원 5
 
0.7%
양평절골농원 5
 
0.7%
Other values (359) 580
79.6%
2024-03-23T07:26:21.434346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
농 269
 
5.3%
인 203
 
4.0%
주 195
 
3.8%
법 193
 
3.8%
( 178
 
3.5%
) 178
 
3.5%
식 175
 
3.4%
품 170
 
3.3%
사 163
 
3.2%
150
 
2.9%
Other values (310) 3249
63.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4468
87.2%
Open Punctuation 178
 
3.5%
Close Punctuation 178
 
3.5%
Space Separator 150
 
2.9%
Other Symbol 114
 
2.2%
Decimal Number 15
 
0.3%
Uppercase Letter 14
 
0.3%
Other Punctuation 6
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
농 269
 
6.0%
인 203
 
4.5%
주 195
 
4.4%
법 193
 
4.3%
식 175
 
3.9%
품 170
 
3.8%
사 163
 
3.6%
업 140
 
3.1%
회 125
 
2.8%
장 123
 
2.8%
Other values (299) 2712
60.7%
Uppercase Letter
ValueCountFrequency (%)
F 7
50.0%
S 4
28.6%
B 2
 
14.3%
K 1
 
7.1%
Decimal Number
ValueCountFrequency (%)
2 10
66.7%
1 5
33.3%
Open Punctuation
ValueCountFrequency (%)
( 178
100.0%
Close Punctuation
ValueCountFrequency (%)
) 178
100.0%
Space Separator
ValueCountFrequency (%)
150
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 114
100.0%
Other Punctuation
ValueCountFrequency (%)
& 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4582
89.4%
Common 527
 
10.3%
Latin 14
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
농 269
 
5.9%
인 203
 
4.4%
주 195
 
4.3%
법 193
 
4.2%
식 175
 
3.8%
품 170
 
3.7%
사 163
 
3.6%
업 140
 
3.1%
회 125
 
2.7%
장 123
 
2.7%
Other values (300) 2826
61.7%
Common
ValueCountFrequency (%)
( 178
33.8%
) 178
33.8%
150
28.5%
2 10
 
1.9%
& 6
 
1.1%
1 5
 
0.9%
Latin
ValueCountFrequency (%)
F 7
50.0%
S 4
28.6%
B 2
 
14.3%
K 1
 
7.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4468
87.2%
ASCII 541
 
10.6%
None 114
 
2.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
농 269
 
6.0%
인 203
 
4.5%
주 195
 
4.4%
법 193
 
4.3%
식 175
 
3.9%
품 170
 
3.8%
사 163
 
3.6%
업 140
 
3.1%
회 125
 
2.8%
장 123
 
2.8%
Other values (299) 2712
60.7%
ASCII
ValueCountFrequency (%)
( 178
32.9%
) 178
32.9%
150
27.7%
2 10
 
1.8%
F 7
 
1.3%
& 6
 
1.1%
1 5
 
0.9%
S 4
 
0.7%
B 2
 
0.4%
K 1
 
0.2%
None
ValueCountFrequency (%)
㈜ 114
100.0%

주소
Text

Distinct333
Distinct (%)57.0%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
2024-03-23T07:26:22.052645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length34
Mean length23.070205
Min length15

Characters and Unicode

Total characters13473
Distinct characters310
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique199 ?
Unique (%)34.1%

Sample

1st row경기도 평택시 포승읍 포승공단로 2
2nd row세종특별자치시 전의면 의당전의로 807
3rd row충청북도 괴산군 괴산읍 문무로 184 (공장)
4th row경상북도 경산시 남산면 대왕로 45
5th row경상북도 경산시 남산면 대왕로 45
ValueCountFrequency (%)
경기도 133
 
4.4%
충청남도 95
 
3.2%
경상북도 88
 
2.9%
충청북도 57
 
1.9%
전라북도 49
 
1.6%
경상남도 43
 
1.4%
전라남도 40
 
1.3%
강원특별자치도 27
 
0.9%
안동시 25
 
0.8%
안성시 24
 
0.8%
Other values (1040) 2410
80.6%
2024-03-23T07:26:22.995091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2434
 
18.1%
도 552
 
4.1%
1 523
 
3.9%
면 393
 
2.9%
시 374
 
2.8%
길 365
 
2.7%
로 314
 
2.3%
2 291
 
2.2%
경 290
 
2.2%
3 273
 
2.0%
Other values (300) 7664
56.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8309
61.7%
Space Separator 2434
 
18.1%
Decimal Number 2236
 
16.6%
Dash Punctuation 251
 
1.9%
Open Punctuation 99
 
0.7%
Close Punctuation 99
 
0.7%
Lowercase Letter 18
 
0.1%
Uppercase Letter 16
 
0.1%
Other Punctuation 11
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 552
 
6.6%
면 393
 
4.7%
시 374
 
4.5%
길 365
 
4.4%
로 314
 
3.8%
경 290
 
3.5%
군 251
 
3.0%
북 243
 
2.9%
산 240
 
2.9%
남 239
 
2.9%
Other values (273) 5048
60.8%
Decimal Number
ValueCountFrequency (%)
1 523
23.4%
2 291
13.0%
3 273
12.2%
5 217
9.7%
6 177
 
7.9%
4 170
 
7.6%
0 162
 
7.2%
8 149
 
6.7%
7 143
 
6.4%
9 131
 
5.9%
Uppercase Letter
ValueCountFrequency (%)
F 6
37.5%
O 2
 
12.5%
S 1
 
6.2%
I 1
 
6.2%
C 1
 
6.2%
X 1
 
6.2%
T 1
 
6.2%
W 1
 
6.2%
E 1
 
6.2%
R 1
 
6.2%
Lowercase Letter
ValueCountFrequency (%)
o 12
66.7%
d 6
33.3%
Space Separator
ValueCountFrequency (%)
2434
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 251
100.0%
Open Punctuation
ValueCountFrequency (%)
( 99
100.0%
Close Punctuation
ValueCountFrequency (%)
) 99
100.0%
Other Punctuation
ValueCountFrequency (%)
, 11
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8309
61.7%
Common 5130
38.1%
Latin 34
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 552
 
6.6%
면 393
 
4.7%
시 374
 
4.5%
길 365
 
4.4%
로 314
 
3.8%
경 290
 
3.5%
군 251
 
3.0%
북 243
 
2.9%
산 240
 
2.9%
남 239
 
2.9%
Other values (273) 5048
60.8%
Common
ValueCountFrequency (%)
2434
47.4%
1 523
 
10.2%
2 291
 
5.7%
3 273
 
5.3%
- 251
 
4.9%
5 217
 
4.2%
6 177
 
3.5%
4 170
 
3.3%
0 162
 
3.2%
8 149
 
2.9%
Other values (5) 483
 
9.4%
Latin
ValueCountFrequency (%)
o 12
35.3%
F 6
17.6%
d 6
17.6%
O 2
 
5.9%
S 1
 
2.9%
I 1
 
2.9%
C 1
 
2.9%
X 1
 
2.9%
T 1
 
2.9%
W 1
 
2.9%
Other values (2) 2
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8309
61.7%
ASCII 5164
38.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2434
47.1%
1 523
 
10.1%
2 291
 
5.6%
3 273
 
5.3%
- 251
 
4.9%
5 217
 
4.2%
6 177
 
3.4%
4 170
 
3.3%
0 162
 
3.1%
8 149
 
2.9%
Other values (17) 517
 
10.0%
Hangul
ValueCountFrequency (%)
도 552
 
6.6%
면 393
 
4.7%
시 374
 
4.5%
길 365
 
4.4%
로 314
 
3.8%
경 290
 
3.5%
군 251
 
3.0%
북 243
 
2.9%
산 240
 
2.9%
남 239
 
2.9%
Other values (273) 5048
60.8%

제품명
Text

Distinct549
Distinct (%)94.0%
Missing0
Missing (%)0.0%
Memory size4.7 KiB
2024-03-23T07:26:23.502804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length268
Median length160
Mean length23.226027
Min length3

Characters and Unicode

Total characters13564
Distinct characters534
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique525 ?
Unique (%)89.9%

Sample

1st row 콩기름(방위사업청)18L, 콩기름(방위사업청)1.8L
2nd row 이로운죽닭고기, 이로운죽소고기
3rd row 우리메주로만든조선간장
4th row 참살이네순살탕수육, 참살이네순살돈까스
5th row 잇쏘굿에너지업삼계탕
ValueCountFrequency (%)
포기김치 33
 
1.8%
깍두기 31
 
1.7%
열무김치 31
 
1.7%
백김치 31
 
1.7%
총각김치 30
 
1.6%
갓김치 25
 
1.4%
맛김치 18
 
1.0%
파김치 16
 
0.9%
보쌈김치 16
 
0.9%
해뜰찬 14
 
0.8%
Other values (1259) 1581
86.6%
2024-03-23T07:26:24.471550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1845
 
13.6%
, 1054
 
7.8%
치 624
 
4.6%
김 616
 
4.5%
기 365
 
2.7%
장 353
 
2.6%
고 195
 
1.4%
추 161
 
1.2%
이 159
 
1.2%
리 159
 
1.2%
Other values (524) 8033
59.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10145
74.8%
Space Separator 1845
 
13.6%
Other Punctuation 1066
 
7.9%
Open Punctuation 147
 
1.1%
Close Punctuation 147
 
1.1%
Decimal Number 142
 
1.0%
Uppercase Letter 43
 
0.3%
Math Symbol 11
 
0.1%
Dash Punctuation 10
 
0.1%
Lowercase Letter 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
치 624
 
6.2%
김 616
 
6.1%
기 365
 
3.6%
장 353
 
3.5%
고 195
 
1.9%
추 161
 
1.6%
이 159
 
1.6%
리 159
 
1.6%
지 144
 
1.4%
두 130
 
1.3%
Other values (487) 7239
71.4%
Uppercase Letter
ValueCountFrequency (%)
P 16
37.2%
S 7
16.3%
H 4
 
9.3%
C 4
 
9.3%
L 3
 
7.0%
K 2
 
4.7%
I 2
 
4.7%
T 1
 
2.3%
B 1
 
2.3%
D 1
 
2.3%
Other values (2) 2
 
4.7%
Decimal Number
ValueCountFrequency (%)
1 37
26.1%
0 28
19.7%
2 16
11.3%
4 16
11.3%
7 14
 
9.9%
9 10
 
7.0%
5 7
 
4.9%
3 7
 
4.9%
6 5
 
3.5%
8 2
 
1.4%
Other Punctuation
ValueCountFrequency (%)
, 1054
98.9%
/ 6
 
0.6%
& 5
 
0.5%
. 1
 
0.1%
Lowercase Letter
ValueCountFrequency (%)
g 4
66.7%
e 1
 
16.7%
h 1
 
16.7%
Math Symbol
ValueCountFrequency (%)
~ 10
90.9%
∼ 1
 
9.1%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
50.0%
Ⅰ 1
50.0%
Space Separator
ValueCountFrequency (%)
1845
100.0%
Open Punctuation
ValueCountFrequency (%)
( 147
100.0%
Close Punctuation
ValueCountFrequency (%)
) 147
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10133
74.7%
Common 3368
 
24.8%
Latin 51
 
0.4%
Han 12
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
치 624
 
6.2%
김 616
 
6.1%
기 365
 
3.6%
장 353
 
3.5%
고 195
 
1.9%
추 161
 
1.6%
이 159
 
1.6%
리 159
 
1.6%
지 144
 
1.4%
두 130
 
1.3%
Other values (482) 7227
71.3%
Common
ValueCountFrequency (%)
1845
54.8%
, 1054
31.3%
( 147
 
4.4%
) 147
 
4.4%
1 37
 
1.1%
0 28
 
0.8%
2 16
 
0.5%
4 16
 
0.5%
7 14
 
0.4%
~ 10
 
0.3%
Other values (10) 54
 
1.6%
Latin
ValueCountFrequency (%)
P 16
31.4%
S 7
13.7%
g 4
 
7.8%
H 4
 
7.8%
C 4
 
7.8%
L 3
 
5.9%
K 2
 
3.9%
I 2
 
3.9%
Ⅱ 1
 
2.0%
e 1
 
2.0%
Other values (7) 7
13.7%
Han
ValueCountFrequency (%)
秀 4
33.3%
作 2
16.7%
安 2
16.7%
純 2
16.7%
心 2
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10133
74.7%
ASCII 3416
 
25.2%
CJK 12
 
0.1%
Number Forms 2
 
< 0.1%
Math Operators 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1845
54.0%
, 1054
30.9%
( 147
 
4.3%
) 147
 
4.3%
1 37
 
1.1%
0 28
 
0.8%
2 16
 
0.5%
4 16
 
0.5%
P 16
 
0.5%
7 14
 
0.4%
Other values (24) 96
 
2.8%
Hangul
ValueCountFrequency (%)
치 624
 
6.2%
김 616
 
6.1%
기 365
 
3.6%
장 353
 
3.5%
고 195
 
1.9%
추 161
 
1.6%
이 159
 
1.6%
리 159
 
1.6%
지 144
 
1.4%
두 130
 
1.3%
Other values (482) 7227
71.3%
CJK
ValueCountFrequency (%)
秀 4
33.3%
作 2
16.7%
安 2
16.7%
純 2
16.7%
心 2
16.7%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
50.0%
Ⅰ 1
50.0%
Math Operators
ValueCountFrequency (%)
∼ 1
100.0%

Correlations

2024-03-23T07:26:24.726342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증구분인증기관
인증구분1.0000.110
인증기관0.1101.000
2024-03-23T07:26:24.946369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증기관인증구분
인증기관1.0000.070
인증구분0.0701.000
2024-03-23T07:26:25.168788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증구분인증기관
인증구분1.0000.070
인증기관0.0701.000

Missing values

2024-03-23T07:26:16.040058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-23T07:26:16.415084image/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

인증구분인증번호인증기관인증일자인증업체주소제품명
0KS인증식품연 제2021-36호한국식품연구원2021-09-15(주)오뚜기 포승공장경기도 평택시 포승읍 포승공단로 2콩기름(방위사업청)18L, 콩기름(방위사업청)1.8L
1KS인증식품연 제2021-35호한국식품연구원2021-09-15서창산업(주)세종특별자치시 전의면 의당전의로 807이로운죽닭고기, 이로운죽소고기
2KS인증식품연 제2021-33호한국식품연구원2021-09-15(주)진미식품충청북도 괴산군 괴산읍 문무로 184 (공장)우리메주로만든조선간장
3KS인증식품연 제2021-32호한국식품연구원2021-09-15보은용사촌(주)경산육가공사업소경상북도 경산시 남산면 대왕로 45참살이네순살탕수육, 참살이네순살돈까스
4KS인증식품연 제2021-31호한국식품연구원2021-09-15보은용사촌(주)경산육가공사업소경상북도 경산시 남산면 대왕로 45잇쏘굿에너지업삼계탕
5KS인증식품연 제2021-29호한국식품연구원2021-09-15(주)교동식품충청북도 옥천군 옥천읍 지용로 181교동꼬리곰탕, 온리프라이스사골곰탕
6KS인증식품연 제2021-25호한국식품연구원2021-09-15삼오종합식품㈜경상북도 의성군 의성읍 용연2길 3-12청아담 사골곰탕, 청아담 꼬리곰탕
7KS인증식품연 제2021-24호한국식품연구원2021-09-15㈜이가자연면충청북도 음성군 맹동면 맹동산단로 38-3타르타르소스S, 머스타드소스S
8KS인증식품연 제2021-21호한국식품연구원2021-08-17(주)에스아이케이경기도 여주시 능서면 양화로 438에스아이케이김치비빔밥(건조), 에스아이케이잡채밥(건조), 에스아이케이쇠고기고추장비빔밥(건조), 에스아이케이야채비빔밥(건조), 에스아이케이카레비빔밥(건조), 에스아이케이닭고기비빔밥(건조), 에스아이케이해물비빔밥(건조)
9KS인증식품연 제2021-20호한국식품연구원2021-09-14보은용사촌(주)경산육가공사업소경상북도 경산시 남산면 대왕로 45참살이네미트볼, 수다가있는함박, 치킨너, 참살이네팝콘치킨
인증구분인증번호인증기관인증일자인증업체주소제품명
574전통식품인증식품연 전통 제086호한국식품연구원2019-03-25서안동농협 풍산김치공장경상북도 안동시 풍산읍 미내길 127-4맛김치, 풍산갓김치, 열무김치, 깍두기김치, 총각김치, 백김치, 포기김치
575전통식품인증식품연 전통 제084호한국식품연구원2019-03-25수진원농장경기도 양평군 용문면 용문삼성로 19-71해바랑재래한식간장
576전통식품인증식품연 전통 제083호한국식품연구원2019-03-25수진원농장경기도 양평군 용문면 용문삼성로 19-71해바랑재래한식된장
577전통식품인증식품연 전통 제065호한국식품연구원2020-06-16대상(주) 횡성공장강원특별자치도 횡성군 횡성읍 청용길 15 ((주)두산종가집)우리땅깍두기, 우리땅열무김치, 우리땅무섞박지, 깍두기, 우리땅배추김치(한라), 우리땅총각김치, 우리땅배추김치(소백), 우리땅배추김치(백두), 우리땅맛김치(백두), 우리땅백김치, 우리땅묵은지, 우리땅맛김치(소백), 백김치, 우리땅배추김치(소백남도), 튼튼 포기김치, 우리땅배추김치(태백)
578전통식품인증식품연 전통 제063호한국식품연구원2019-03-22농업회사법인㈜한울충청남도 청양군 비봉면 작은한술길 42 (한울농산)한울급식백김치, 한울급식총각김치, 한울급식열무김치, 한울급식포기김치, 한울급식깍두기, 한울급식맛김치
579전통식품인증식품연 전통 제062호한국식품연구원2019-03-22서부농산 영농조합법인충청북도 괴산군 사리면 중흥로 228맛김치, 깍두기, 포기김치
580전통식품인증식품연 전통 제061호한국식품연구원2019-09-06㈜임진강김치경기도 연천군 청산면 학담로 81가람가온총각김치, 막김치, 마음심은배윤자김치, 동치미, 가람가온갓김치, 가람가온깍두기, 가람가온열무김치, 석박지, 포기김치, 보쌈김치, 나박김치, 겉절이, 가람가온파김치, 가람가온백김치, 오이김치
581전통식품인증식품연 전통 제012호한국식품연구원2019-03-21농업회사법인 호정식품(주)전라남도 담양군 창평면 창평현로 766장평쌀조청
582전통식품인증식품연 전통 제011호한국식품연구원2019-03-21농업회사법인 호정식품(주)전라남도 담양군 창평면 창평현로 766창평쌀엿
583전통식품인증식품연 전통 제007호한국식품연구원2019-03-20신궁전통한과경기도 포천시 소흘읍 정금로74번길 38흑임자깨강정, 달콤한유과, 참깨강정