Overview

Dataset statistics

Number of variables9
Number of observations956
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory67.3 KiB
Average record size in memory72.1 B

Variable types

Categorical3
Text4
DateTime2

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

인증종료일 has constant value ""Constant
인증기관 is highly imbalanced (85.3%)Imbalance

Reproduction

Analysis started2024-03-23 07:25:28.502312
Analysis finished2024-03-23 07:25:30.842884
Duration2.34 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

인증구분
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
전통식품인증
769 
KS인증
187 

Length

Max length6
Median length6
Mean length5.6087866
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전통식품인증 769
80.4%
KS인증 187
 
19.6%

Length

2024-03-23T07:25:31.132947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:25:31.469644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전통식품인증 769
80.4%
ks인증 187
 
19.6%
Distinct945
Distinct (%)98.8%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2024-03-23T07:25:31.982181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.452929
Min length12

Characters and Unicode

Total characters11905
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

Unique934 ?
Unique (%)97.7%

Sample

1st row식품연 제2021-36호
2nd row식품연 제2021-35호
3rd row식품연 제2021-33호
4th row식품연 제2021-32호
5th row식품연 제2021-31호
ValueCountFrequency (%)
식품연 956
35.7%
전통 769
28.7%
제599호 2
 
0.1%
제243호 2
 
0.1%
제169호 2
 
0.1%
제168호 2
 
0.1%
제167호 2
 
0.1%
제600호 2
 
0.1%
제165호 2
 
0.1%
제162호 2
 
0.1%
Other values (937) 940
35.1%
2024-03-23T07:25:32.911083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1725
14.5%
956
 
8.0%
956
 
8.0%
956
 
8.0%
956
 
8.0%
956
 
8.0%
769
 
6.5%
769
 
6.5%
1 761
 
6.4%
0 588
 
4.9%
Other values (9) 2513
21.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6318
53.1%
Decimal Number 3675
30.9%
Space Separator 1725
 
14.5%
Dash Punctuation 187
 
1.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 761
20.7%
0 588
16.0%
2 516
14.0%
9 292
 
7.9%
8 286
 
7.8%
3 256
 
7.0%
6 253
 
6.9%
7 245
 
6.7%
4 242
 
6.6%
5 236
 
6.4%
Other Letter
ValueCountFrequency (%)
956
15.1%
956
15.1%
956
15.1%
956
15.1%
956
15.1%
769
12.2%
769
12.2%
Space Separator
ValueCountFrequency (%)
1725
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 187
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6318
53.1%
Common 5587
46.9%

Most frequent character per script

Common
ValueCountFrequency (%)
1725
30.9%
1 761
13.6%
0 588
 
10.5%
2 516
 
9.2%
9 292
 
5.2%
8 286
 
5.1%
3 256
 
4.6%
6 253
 
4.5%
7 245
 
4.4%
4 242
 
4.3%
Other values (2) 423
 
7.6%
Hangul
ValueCountFrequency (%)
956
15.1%
956
15.1%
956
15.1%
956
15.1%
956
15.1%
769
12.2%
769
12.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6318
53.1%
ASCII 5587
46.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1725
30.9%
1 761
13.6%
0 588
 
10.5%
2 516
 
9.2%
9 292
 
5.2%
8 286
 
5.1%
3 256
 
4.6%
6 253
 
4.5%
7 245
 
4.4%
4 242
 
4.3%
Other values (2) 423
 
7.6%
Hangul
ValueCountFrequency (%)
956
15.1%
956
15.1%
956
15.1%
956
15.1%
956
15.1%
769
12.2%
769
12.2%

인증기관
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
한국식품연구원
936 
주식회사 푸름인증원
 
20

Length

Max length10
Median length7
Mean length7.0627615
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
한국식품연구원 936
97.9%
주식회사 푸름인증원 20
 
2.1%

Length

2024-03-23T07:25:33.331581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:25:33.687125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
한국식품연구원 936
95.9%
주식회사 20
 
2.0%
푸름인증원 20
 
2.0%
Distinct205
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
Minimum2013-05-16 00:00:00
Maximum2022-03-17 00:00:00
2024-03-23T07:25:33.990891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T07:25:34.419268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
Distinct406
Distinct (%)42.5%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
Minimum1967-07-15 00:00:00
Maximum2022-03-14 00:00:00
2024-03-23T07:25:34.780462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-23T07:25:35.171292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

인증종료일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2999-12-31
956 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2999-12-31
2nd row2999-12-31
3rd row2999-12-31
4th row2999-12-31
5th row2999-12-31

Common Values

ValueCountFrequency (%)
2999-12-31 956
100.0%

Length

2024-03-23T07:25:35.540236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-23T07:25:35.791266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2999-12-31 956
100.0%
Distinct551
Distinct (%)57.6%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2024-03-23T07:25:36.132135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length16
Mean length9.0763598
Min length2

Characters and Unicode

Total characters8677
Distinct characters381
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

Unique343 ?
Unique (%)35.9%

Sample

1st row(주)오뚜기 포승공장
2nd row서창산업(주)
3rd row(주)진미식품
4th row보은용사촌(주)경산육가공사업소
5th row보은용사촌(주)경산육가공사업소
ValueCountFrequency (%)
농업회사법인 96
 
7.9%
영농조합법인 65
 
5.4%
남안동농협가공사업소 12
 
1.0%
주식회사 12
 
1.0%
주)디아이 10
 
0.8%
안동제비원전통식품㈜ 10
 
0.8%
주)태림에프웰 8
 
0.7%
주)오뚜기 7
 
0.6%
순애할매농산(유 6
 
0.5%
매일식품(주 5
 
0.4%
Other values (581) 978
80.9%
2024-03-23T07:25:36.786720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
464
 
5.3%
362
 
4.2%
345
 
4.0%
339
 
3.9%
) 312
 
3.6%
( 312
 
3.6%
284
 
3.3%
273
 
3.1%
264
 
3.0%
260
 
3.0%
Other values (371) 5462
62.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7564
87.2%
Close Punctuation 312
 
3.6%
Open Punctuation 312
 
3.6%
Space Separator 260
 
3.0%
Other Symbol 168
 
1.9%
Decimal Number 32
 
0.4%
Uppercase Letter 20
 
0.2%
Other Punctuation 9
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
464
 
6.1%
362
 
4.8%
345
 
4.6%
339
 
4.5%
284
 
3.8%
273
 
3.6%
264
 
3.5%
240
 
3.2%
212
 
2.8%
193
 
2.6%
Other values (358) 4588
60.7%
Uppercase Letter
ValueCountFrequency (%)
F 10
50.0%
S 5
25.0%
B 3
 
15.0%
K 1
 
5.0%
C 1
 
5.0%
Decimal Number
ValueCountFrequency (%)
2 21
65.6%
1 10
31.2%
3 1
 
3.1%
Close Punctuation
ValueCountFrequency (%)
) 312
100.0%
Open Punctuation
ValueCountFrequency (%)
( 312
100.0%
Space Separator
ValueCountFrequency (%)
260
100.0%
Other Symbol
ValueCountFrequency (%)
168
100.0%
Other Punctuation
ValueCountFrequency (%)
& 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7732
89.1%
Common 925
 
10.7%
Latin 20
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
464
 
6.0%
362
 
4.7%
345
 
4.5%
339
 
4.4%
284
 
3.7%
273
 
3.5%
264
 
3.4%
240
 
3.1%
212
 
2.7%
193
 
2.5%
Other values (359) 4756
61.5%
Common
ValueCountFrequency (%)
) 312
33.7%
( 312
33.7%
260
28.1%
2 21
 
2.3%
1 10
 
1.1%
& 9
 
1.0%
3 1
 
0.1%
Latin
ValueCountFrequency (%)
F 10
50.0%
S 5
25.0%
B 3
 
15.0%
K 1
 
5.0%
C 1
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7564
87.2%
ASCII 945
 
10.9%
None 168
 
1.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
464
 
6.1%
362
 
4.8%
345
 
4.6%
339
 
4.5%
284
 
3.8%
273
 
3.6%
264
 
3.5%
240
 
3.2%
212
 
2.8%
193
 
2.6%
Other values (358) 4588
60.7%
ASCII
ValueCountFrequency (%)
) 312
33.0%
( 312
33.0%
260
27.5%
2 21
 
2.2%
1 10
 
1.1%
F 10
 
1.1%
& 9
 
1.0%
S 5
 
0.5%
B 3
 
0.3%
K 1
 
0.1%
Other values (2) 2
 
0.2%
None
ValueCountFrequency (%)
168
100.0%

주소
Text

Distinct541
Distinct (%)56.6%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2024-03-23T07:25:37.455932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length36
Mean length23.008368
Min length14

Characters and Unicode

Total characters21996
Distinct characters352
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique328 ?
Unique (%)34.3%

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 222
 
4.5%
충청남도 138
 
2.8%
경상북도 117
 
2.4%
전라북도 95
 
1.9%
충청북도 84
 
1.7%
전라남도 80
 
1.6%
경상남도 64
 
1.3%
강원도 62
 
1.3%
순창군 29
 
0.6%
파주시 28
 
0.6%
Other values (1537) 3967
81.2%
2024-03-23T07:25:38.542569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3981
 
18.1%
903
 
4.1%
1 789
 
3.6%
621
 
2.8%
600
 
2.7%
568
 
2.6%
528
 
2.4%
2 510
 
2.3%
442
 
2.0%
3 425
 
1.9%
Other values (342) 12629
57.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 13506
61.4%
Space Separator 3981
 
18.1%
Decimal Number 3632
 
16.5%
Dash Punctuation 420
 
1.9%
Close Punctuation 192
 
0.9%
Open Punctuation 192
 
0.9%
Uppercase Letter 25
 
0.1%
Lowercase Letter 24
 
0.1%
Other Punctuation 23
 
0.1%
Other Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
903
 
6.7%
621
 
4.6%
600
 
4.4%
568
 
4.2%
528
 
3.9%
442
 
3.3%
407
 
3.0%
400
 
3.0%
370
 
2.7%
368
 
2.7%
Other values (310) 8299
61.4%
Uppercase Letter
ValueCountFrequency (%)
F 8
32.0%
T 2
 
8.0%
O 2
 
8.0%
L 2
 
8.0%
C 2
 
8.0%
W 1
 
4.0%
E 1
 
4.0%
S 1
 
4.0%
I 1
 
4.0%
B 1
 
4.0%
Other values (4) 4
16.0%
Decimal Number
ValueCountFrequency (%)
1 789
21.7%
2 510
14.0%
3 425
11.7%
5 337
9.3%
4 304
 
8.4%
6 280
 
7.7%
0 267
 
7.4%
8 258
 
7.1%
7 247
 
6.8%
9 215
 
5.9%
Lowercase Letter
ValueCountFrequency (%)
o 16
66.7%
d 8
33.3%
Space Separator
ValueCountFrequency (%)
3981
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 420
100.0%
Close Punctuation
ValueCountFrequency (%)
) 192
100.0%
Open Punctuation
ValueCountFrequency (%)
( 192
100.0%
Other Punctuation
ValueCountFrequency (%)
, 23
100.0%
Other Symbol
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 13507
61.4%
Common 8440
38.4%
Latin 49
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
903
 
6.7%
621
 
4.6%
600
 
4.4%
568
 
4.2%
528
 
3.9%
442
 
3.3%
407
 
3.0%
400
 
3.0%
370
 
2.7%
368
 
2.7%
Other values (311) 8300
61.4%
Latin
ValueCountFrequency (%)
o 16
32.7%
d 8
16.3%
F 8
16.3%
T 2
 
4.1%
O 2
 
4.1%
L 2
 
4.1%
C 2
 
4.1%
W 1
 
2.0%
E 1
 
2.0%
S 1
 
2.0%
Other values (6) 6
 
12.2%
Common
ValueCountFrequency (%)
3981
47.2%
1 789
 
9.3%
2 510
 
6.0%
3 425
 
5.0%
- 420
 
5.0%
5 337
 
4.0%
4 304
 
3.6%
6 280
 
3.3%
0 267
 
3.2%
8 258
 
3.1%
Other values (5) 869
 
10.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 13506
61.4%
ASCII 8489
38.6%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3981
46.9%
1 789
 
9.3%
2 510
 
6.0%
3 425
 
5.0%
- 420
 
4.9%
5 337
 
4.0%
4 304
 
3.6%
6 280
 
3.3%
0 267
 
3.1%
8 258
 
3.0%
Other values (21) 918
 
10.8%
Hangul
ValueCountFrequency (%)
903
 
6.7%
621
 
4.6%
600
 
4.4%
568
 
4.2%
528
 
3.9%
442
 
3.3%
407
 
3.0%
400
 
3.0%
370
 
2.7%
368
 
2.7%
Other values (310) 8299
61.4%
None
ValueCountFrequency (%)
1
100.0%
Distinct889
Distinct (%)93.0%
Missing0
Missing (%)0.0%
Memory size7.6 KiB
2024-03-23T07:25:39.000783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length396
Median length185.5
Mean length24.302301
Min length3

Characters and Unicode

Total characters23233
Distinct characters617
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

Unique851 ?
Unique (%)89.0%

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 (%)
깍두기 55
 
1.8%
열무김치 53
 
1.8%
포기김치 52
 
1.7%
총각김치 51
 
1.7%
백김치 45
 
1.5%
갓김치 38
 
1.3%
맛김치 29
 
1.0%
파김치 24
 
0.8%
보쌈김치 23
 
0.8%
떡국떡 16
 
0.5%
Other values (2051) 2627
87.2%
2024-03-23T07:25:40.248325image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3039
 
13.1%
, 1805
 
7.8%
1039
 
4.5%
1019
 
4.4%
637
 
2.7%
573
 
2.5%
329
 
1.4%
291
 
1.3%
288
 
1.2%
259
 
1.1%
Other values (607) 13954
60.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 17569
75.6%
Space Separator 3039
 
13.1%
Other Punctuation 1820
 
7.8%
Decimal Number 235
 
1.0%
Open Punctuation 223
 
1.0%
Close Punctuation 223
 
1.0%
Uppercase Letter 62
 
0.3%
Math Symbol 36
 
0.2%
Dash Punctuation 12
 
0.1%
Lowercase Letter 9
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
1039
 
5.9%
1019
 
5.8%
637
 
3.6%
573
 
3.3%
329
 
1.9%
291
 
1.7%
288
 
1.6%
259
 
1.5%
252
 
1.4%
222
 
1.3%
Other values (559) 12660
72.1%
Uppercase Letter
ValueCountFrequency (%)
P 16
25.8%
S 8
12.9%
C 5
 
8.1%
H 5
 
8.1%
T 3
 
4.8%
A 3
 
4.8%
K 3
 
4.8%
I 3
 
4.8%
D 3
 
4.8%
L 3
 
4.8%
Other values (7) 10
16.1%
Decimal Number
ValueCountFrequency (%)
1 65
27.7%
0 40
17.0%
4 25
 
10.6%
2 23
 
9.8%
7 20
 
8.5%
3 16
 
6.8%
6 15
 
6.4%
9 15
 
6.4%
5 14
 
6.0%
8 2
 
0.9%
Other Punctuation
ValueCountFrequency (%)
, 1805
99.2%
/ 7
 
0.4%
& 5
 
0.3%
. 1
 
0.1%
% 1
 
0.1%
! 1
 
0.1%
Lowercase Letter
ValueCountFrequency (%)
g 4
44.4%
e 1
 
11.1%
h 1
 
11.1%
x 1
 
11.1%
i 1
 
11.1%
r 1
 
11.1%
Math Symbol
ValueCountFrequency (%)
~ 34
94.4%
1
 
2.8%
1
 
2.8%
Letter Number
ValueCountFrequency (%)
4
80.0%
1
 
20.0%
Space Separator
ValueCountFrequency (%)
3039
100.0%
Open Punctuation
ValueCountFrequency (%)
( 223
100.0%
Close Punctuation
ValueCountFrequency (%)
) 223
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 12
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 17555
75.6%
Common 5588
 
24.1%
Latin 76
 
0.3%
Han 14
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
1039
 
5.9%
1019
 
5.8%
637
 
3.6%
573
 
3.3%
329
 
1.9%
291
 
1.7%
288
 
1.6%
259
 
1.5%
252
 
1.4%
222
 
1.3%
Other values (553) 12646
72.0%
Latin
ValueCountFrequency (%)
P 16
21.1%
S 8
 
10.5%
C 5
 
6.6%
H 5
 
6.6%
4
 
5.3%
g 4
 
5.3%
T 3
 
3.9%
A 3
 
3.9%
K 3
 
3.9%
I 3
 
3.9%
Other values (15) 22
28.9%
Common
ValueCountFrequency (%)
3039
54.4%
, 1805
32.3%
( 223
 
4.0%
) 223
 
4.0%
1 65
 
1.2%
0 40
 
0.7%
~ 34
 
0.6%
4 25
 
0.4%
2 23
 
0.4%
7 20
 
0.4%
Other values (13) 91
 
1.6%
Han
ValueCountFrequency (%)
4
28.6%
2
14.3%
2
14.3%
2
14.3%
2
14.3%
2
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 17555
75.6%
ASCII 5657
 
24.3%
CJK 14
 
0.1%
Number Forms 5
 
< 0.1%
Math Operators 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3039
53.7%
, 1805
31.9%
( 223
 
3.9%
) 223
 
3.9%
1 65
 
1.1%
0 40
 
0.7%
~ 34
 
0.6%
4 25
 
0.4%
2 23
 
0.4%
7 20
 
0.4%
Other values (34) 160
 
2.8%
Hangul
ValueCountFrequency (%)
1039
 
5.9%
1019
 
5.8%
637
 
3.6%
573
 
3.3%
329
 
1.9%
291
 
1.7%
288
 
1.6%
259
 
1.5%
252
 
1.4%
222
 
1.3%
Other values (553) 12646
72.0%
Number Forms
ValueCountFrequency (%)
4
80.0%
1
 
20.0%
CJK
ValueCountFrequency (%)
4
28.6%
2
14.3%
2
14.3%
2
14.3%
2
14.3%
2
14.3%
Math Operators
ValueCountFrequency (%)
1
50.0%
1
50.0%

Correlations

2024-03-23T07:25:40.504359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증구분인증기관
인증구분1.0000.085
인증기관0.0851.000
2024-03-23T07:25:40.702546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증기관인증구분
인증기관1.0000.054
인증구분0.0541.000
2024-03-23T07:25:40.842658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
인증구분인증기관
인증구분1.0000.054
인증기관0.0541.000

Missing values

2024-03-23T07:25:30.312947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-23T07:25:30.695302image/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

인증구분인증번호인증기관인증일자인증시작일인증종료일인증업체주소제품명
0KS인증식품연 제2021-36호한국식품연구원2021-09-152021-04-262999-12-31(주)오뚜기 포승공장경기도 평택시 포승읍 포승공단로 2콩기름(방위사업청)18L, 콩기름(방위사업청)1.8L
1KS인증식품연 제2021-35호한국식품연구원2021-09-152021-04-192999-12-31서창산업(주)세종특별자치시 전의면 의당전의로 807이로운죽닭고기, 이로운죽소고기
2KS인증식품연 제2021-33호한국식품연구원2021-09-152021-04-142999-12-31(주)진미식품충청북도 괴산군 괴산읍 문무로 184 (공장)우리메주로만든조선간장
3KS인증식품연 제2021-32호한국식품연구원2021-09-152021-04-122999-12-31보은용사촌(주)경산육가공사업소경상북도 경산시 남산면 대왕로 45참살이네순살탕수육, 참살이네순살돈까스
4KS인증식품연 제2021-31호한국식품연구원2021-09-152021-04-122999-12-31보은용사촌(주)경산육가공사업소경상북도 경산시 남산면 대왕로 45잇쏘굿에너지업삼계탕
5KS인증식품연 제2021-29호한국식품연구원2021-09-152021-04-122999-12-31(주)교동식품충청북도 옥천군 옥천읍 지용로 181교동꼬리곰탕, 온리프라이스사골곰탕
6KS인증식품연 제2021-25호한국식품연구원2021-09-152021-03-312999-12-31삼오종합식품㈜경상북도 의성군 의성읍 용연2길 3-12청아담 사골곰탕, 청아담 꼬리곰탕
7KS인증식품연 제2021-24호한국식품연구원2021-09-152021-03-312999-12-31㈜이가자연면충청북도 음성군 맹동면 맹동산단로 38-3타르타르소스S, 머스타드소스S
8KS인증식품연 제2021-21호한국식품연구원2021-08-172021-03-312999-12-31(주)에스아이케이경기도 여주시 능서면 양화로 438에스아이케이김치비빔밥(건조), 에스아이케이잡채밥(건조), 에스아이케이쇠고기고추장비빔밥(건조), 에스아이케이야채비빔밥(건조), 에스아이케이카레비빔밥(건조), 에스아이케이닭고기비빔밥(건조), 에스아이케이해물비빔밥(건조)
9KS인증식품연 제2021-20호한국식품연구원2021-09-142021-03-312999-12-31보은용사촌(주)경산육가공사업소경상북도 경산시 남산면 대왕로 45참살이네미트볼, 수다가있는함박, 치킨너, 참살이네팝콘치킨
인증구분인증번호인증기관인증일자인증시작일인증종료일인증업체주소제품명
946전통식품인증식품연 전통 제060호한국식품연구원2021-04-081995-06-052999-12-31경기농협식품조합공동사업법인경기도 연천군 청산면 평화로 283 (전곡농협청산김치가공공장)국민포기김치, 오색소반백김치, 오색소반묵은지, 오색소반나박김치, 오색소반석박지, 오색소반포기김치, 오색소반보쌈김치, 오색소반갓김치, 오색소반동치미, 오색소반열무김치, 오색소반맛김치, 오색소반깍두기, 아름찬포기김치, 오색소반깻잎김치, 오색소반겉절이, 오색소반오이김치, 오색소반총각김치, 오색소반파김치
947전통식품인증식품연 전통 제059호한국식품연구원2019-03-211995-06-012999-12-31지평농협가공공장경기도 양평군 지평면 월산길 101토움한식된장, 토움쥐눈이콩된장
948전통식품인증식품연 전통 제048호한국식품연구원2019-03-211994-10-152999-12-31양구전통한과영농조합법인강원도 양구군 양구읍 박수근로85번길 20검은깨(흑임자)유과, 참깨유과, 찹쌀유과
949전통식품인증식품연 전통 제044호한국식품연구원2019-03-211993-11-302999-12-31귀빈식품전라남도 해남군 황산면 시등로 129-7이삭원한국간장
950전통식품인증식품연 전통 제043호한국식품연구원2019-03-211993-11-302999-12-31귀빈식품전라남도 해남군 황산면 시등로 129-7이삭원한국된장
951전통식품인증식품연 전통 제042호한국식품연구원2019-03-211993-11-302999-12-31귀빈식품전라남도 해남군 황산면 시등로 129-7 (귀빈식품)이삭원찹쌀고추장
952전통식품인증식품연 전통 제012호한국식품연구원2019-03-211993-03-222999-12-31농업회사법인 호정식품(주)전라남도 담양군 창평면 창평현로 766장평쌀조청
953전통식품인증식품연 전통 제011호한국식품연구원2019-03-211993-03-222999-12-31농업회사법인 호정식품(주)전라남도 담양군 창평면 창평현로 766창평쌀엿
954전통식품인증식품연 전통 제007호한국식품연구원2019-03-201992-03-062999-12-31신궁전통한과경기도 포천시 소흘읍 정금로74번길 38흑임자깨강정, 달콤한유과, 참깨강정
955전통식품인증식품연 전통 제002호한국식품연구원2019-03-201992-01-072999-12-31(주)갈골한과명인식품농업회사법인강원도 강릉시 사천면 중앙서로 62찹쌀강정, 찹쌀과줄