Overview

Dataset statistics

Number of variables12
Number of observations86
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.4 KiB
Average record size in memory99.5 B

Variable types

Numeric2
Categorical6
Text2
DateTime2

Dataset

Description대구광역시 달서구_HACCP 인증업소_20221231
Author대구광역시 달서구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15098513&dataSetDetailId=15098513182069ee1ef2e&provdMethod=FILE

Alerts

업종 has constant value ""Constant
담당부서 has constant value ""Constant
자료 기준일 has constant value ""Constant
주소 is highly overall correlated with 위도 and 3 other fieldsHigh correlation
업소명 is highly overall correlated with 위도 and 3 other fieldsHigh correlation
대표자 is highly overall correlated with 위도 and 3 other fieldsHigh correlation
위도 is highly overall correlated with 업소명 and 2 other fieldsHigh correlation
경도 is highly overall correlated with 업소명 and 2 other fieldsHigh correlation
인증번호 has unique valuesUnique

Reproduction

Analysis started2024-04-19 05:17:21.071007
Analysis finished2024-04-19 05:17:22.143490
Duration1.07 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

HIGH CORRELATION 

Distinct33
Distinct (%)38.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.837843
Minimum35.807139
Maximum35.851037
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size906.0 B
2024-04-19T14:17:22.200849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.807139
5-th percentile35.820714
Q135.834721
median35.840806
Q335.844431
95-th percentile35.848718
Maximum35.851037
Range0.04389804
Interquartile range (IQR)0.0097093475

Descriptive statistics

Standard deviation0.0088812358
Coefficient of variation (CV)0.00024781725
Kurtosis1.5599896
Mean35.837843
Median Absolute Deviation (MAD)0.00464192
Skewness-1.219069
Sum3082.0545
Variance7.8876348 × 10-5
MonotonicityNot monotonic
2024-04-19T14:17:22.582319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
35.83616421 16
18.6%
35.8444307 8
 
9.3%
35.84312611 7
 
8.1%
35.84080613 6
 
7.0%
35.83285308 5
 
5.8%
35.84535729 5
 
5.8%
35.84649448 4
 
4.7%
35.82355721 3
 
3.5%
35.84169834 2
 
2.3%
35.84099142 2
 
2.3%
Other values (23) 28
32.6%
ValueCountFrequency (%)
35.80713855 1
 
1.2%
35.8101793 1
 
1.2%
35.81948194 1
 
1.2%
35.81962123 1
 
1.2%
35.82071379 2
2.3%
35.82231507 1
 
1.2%
35.82355721 3
3.5%
35.82535992 1
 
1.2%
35.82678597 1
 
1.2%
35.82925484 1
 
1.2%
ValueCountFrequency (%)
35.85103659 1
 
1.2%
35.85082205 1
 
1.2%
35.85029983 2
 
2.3%
35.84945962 1
 
1.2%
35.84649448 4
4.7%
35.84545073 1
 
1.2%
35.84535729 5
5.8%
35.8444307 8
9.3%
35.8440376 2
 
2.3%
35.84312611 7
8.1%

경도
Real number (ℝ)

HIGH CORRELATION 

Distinct33
Distinct (%)38.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.50224
Minimum128.47377
Maximum128.55332
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size906.0 B
2024-04-19T14:17:22.694117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.47377
5-th percentile128.47962
Q1128.49846
median128.50037
Q3128.50645
95-th percentile128.52262
Maximum128.55332
Range0.0795489
Interquartile range (IQR)0.007989975

Descriptive statistics

Standard deviation0.013715676
Coefficient of variation (CV)0.00010673492
Kurtosis3.4949955
Mean128.50224
Median Absolute Deviation (MAD)0.00582085
Skewness0.90703246
Sum11051.192
Variance0.00018811977
MonotonicityNot monotonic
2024-04-19T14:17:22.821431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
128.4984582 16
18.6%
128.5003145 8
 
9.3%
128.5061955 7
 
8.1%
128.5154903 6
 
7.0%
128.4882987 5
 
5.8%
128.500741 5
 
5.8%
128.4737695 4
 
4.7%
128.5042891 3
 
3.5%
128.513415 2
 
2.3%
128.5058498 2
 
2.3%
Other values (23) 28
32.6%
ValueCountFrequency (%)
128.4737695 4
 
4.7%
128.479622 2
 
2.3%
128.4869107 2
 
2.3%
128.4882987 5
 
5.8%
128.4885219 2
 
2.3%
128.4931686 1
 
1.2%
128.4933273 1
 
1.2%
128.4956242 2
 
2.3%
128.4984582 16
18.6%
128.5003145 8
9.3%
ValueCountFrequency (%)
128.5533184 1
 
1.2%
128.5528967 1
 
1.2%
128.5298538 1
 
1.2%
128.5276139 1
 
1.2%
128.5246268 1
 
1.2%
128.5165897 1
 
1.2%
128.5154903 6
7.0%
128.5154209 1
 
1.2%
128.513415 2
 
2.3%
128.5122267 1
 
1.2%

업소명
Categorical

HIGH CORRELATION 

Distinct35
Distinct (%)40.7%
Missing0
Missing (%)0.0%
Memory size820.0 B
(주)푸드웰
16 
㈜떡파는 사람들
8 
삼화식품공사
7 
다원바이오
6 
(재)대구테크노파크부설 바이오산업지원센터
5 
Other values (30)
44 

Length

Max length22
Median length13
Mean length7.6627907
Min length3

Unique

Unique22 ?
Unique (%)25.6%

Sample

1st row(재)대구테크노파크부설 바이오산업지원센터
2nd row(재)대구테크노파크부설 바이오산업지원센터
3rd row(재)대구테크노파크부설 바이오산업지원센터
4th row(재)대구테크노파크부설 바이오산업지원센터
5th row(재)대구테크노파크부설 바이오산업지원센터

Common Values

ValueCountFrequency (%)
(주)푸드웰 16
18.6%
㈜떡파는 사람들 8
 
9.3%
삼화식품공사 7
 
8.1%
다원바이오 6
 
7.0%
(재)대구테크노파크부설 바이오산업지원센터 5
 
5.8%
㈜일동플러스팜 5
 
5.8%
명동종합식품 4
 
4.7%
농업회사법인㈜영풍지점 3
 
3.5%
농업회사법인㈜영풍 4캠퍼스 2
 
2.3%
(주)엔피베버리지 2
 
2.3%
Other values (25) 28
32.6%

Length

2024-04-19T14:17:22.960194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
주)푸드웰 16
 
14.7%
사람들 8
 
7.3%
㈜떡파는 8
 
7.3%
삼화식품공사 7
 
6.4%
다원바이오 6
 
5.5%
재)대구테크노파크부설 5
 
4.6%
바이오산업지원센터 5
 
4.6%
㈜일동플러스팜 5
 
4.6%
명동종합식품 4
 
3.7%
농업회사법인㈜영풍지점 3
 
2.8%
Other values (32) 42
38.5%

업종
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size820.0 B
식품제조가공업
86 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
식품제조가공업 86
100.0%

Length

2024-04-19T14:17:23.073924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:17:23.162376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
식품제조가공업 86
100.0%

적용품목
Text

Distinct46
Distinct (%)53.5%
Missing0
Missing (%)0.0%
Memory size820.0 B
2024-04-19T14:17:23.342161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length10
Mean length4.744186
Min length1

Characters and Unicode

Total characters408
Distinct characters89
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)32.6%

Sample

1st row과.채음료
2nd row혼합음료
3rd row액상차
4th row커피
5th row과.채주스
ValueCountFrequency (%)
혼합음료 5
 
5.4%
즉석섭취식품 5
 
5.4%
캔디류 5
 
5.4%
기타가공품 5
 
5.4%
즉석조리식품 5
 
5.4%
떡류 4
 
4.3%
빵류 3
 
3.3%
액상차 3
 
3.3%
과.채주스 3
 
3.3%
음료베이스 3
 
3.3%
Other values (40) 51
55.4%
2024-04-19T14:17:23.673208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
품 32
 
7.8%
류 25
 
6.1%
식 17
 
4.2%
가 15
 
3.7%
공 15
 
3.7%
료 14
 
3.4%
음 14
 
3.4%
석 11
 
2.7%
조 11
 
2.7%
즉 11
 
2.7%
Other values (79) 243
59.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 378
92.6%
Close Punctuation 8
 
2.0%
Open Punctuation 8
 
2.0%
Other Punctuation 8
 
2.0%
Space Separator 6
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
품 32
 
8.5%
류 25
 
6.6%
식 17
 
4.5%
가 15
 
4.0%
공 15
 
4.0%
료 14
 
3.7%
음 14
 
3.7%
석 11
 
2.9%
조 11
 
2.9%
즉 11
 
2.9%
Other values (75) 213
56.3%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Other Punctuation
ValueCountFrequency (%)
. 8
100.0%
Space Separator
ValueCountFrequency (%)
6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 378
92.6%
Common 30
 
7.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
품 32
 
8.5%
류 25
 
6.6%
식 17
 
4.5%
가 15
 
4.0%
공 15
 
4.0%
료 14
 
3.7%
음 14
 
3.7%
석 11
 
2.9%
조 11
 
2.9%
즉 11
 
2.9%
Other values (75) 213
56.3%
Common
ValueCountFrequency (%)
) 8
26.7%
( 8
26.7%
. 8
26.7%
6
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 378
92.6%
ASCII 30
 
7.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
품 32
 
8.5%
류 25
 
6.6%
식 17
 
4.5%
가 15
 
4.0%
공 15
 
4.0%
료 14
 
3.7%
음 14
 
3.7%
석 11
 
2.9%
조 11
 
2.9%
즉 11
 
2.9%
Other values (75) 213
56.3%
ASCII
ValueCountFrequency (%)
) 8
26.7%
( 8
26.7%
. 8
26.7%
6
20.0%

대표자
Categorical

HIGH CORRELATION 

Distinct33
Distinct (%)38.4%
Missing0
Missing (%)0.0%
Memory size820.0 B
성기준 외 1명
16 
성우진
8 
조재곤
7 
양병탁
7 
최현진
6 
Other values (28)
42 

Length

Max length8
Median length3
Mean length4.0348837
Min length3

Unique

Unique22 ?
Unique (%)25.6%

Sample

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

Common Values

ValueCountFrequency (%)
성기준 외 1명 16
18.6%
성우진 8
 
9.3%
조재곤 7
 
8.1%
양병탁 7
 
8.1%
최현진 6
 
7.0%
권대수 5
 
5.8%
권성수 5
 
5.8%
한창동 4
 
4.7%
김동근 2
 
2.3%
이태재 2
 
2.3%
Other values (23) 24
27.9%

Length

2024-04-19T14:17:23.797145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1명 17
14.0%
외 17
14.0%
성기준 16
13.2%
성우진 8
 
6.6%
조재곤 7
 
5.8%
양병탁 7
 
5.8%
최현진 6
 
5.0%
권대수 5
 
4.1%
권성수 5
 
4.1%
한창동 4
 
3.3%
Other values (26) 29
24.0%

주소
Categorical

HIGH CORRELATION 

Distinct36
Distinct (%)41.9%
Missing0
Missing (%)0.0%
Memory size820.0 B
대구광역시 달서구 성서서로 121(지하1층-지상3층 갈산동)
16 
대구광역시 달서구 성서공단북로 250(갈산동)
8 
대구광역시 달서구 성서동로 225 (장동) 나동 1,2층
6 
대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)
5 
대구광역시 달서구 성서서로48길 6, 지상1층(갈산동)
5 
Other values (31)
46 

Length

Max length60
Median length43
Mean length32.825581
Min length17

Unique

Unique22 ?
Unique (%)25.6%

Sample

1st row대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)
2nd row대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)
3rd row대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)
4th row대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)
5th row대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)

Common Values

ValueCountFrequency (%)
대구광역시 달서구 성서서로 121(지하1층-지상3층 갈산동) 16
18.6%
대구광역시 달서구 성서공단북로 250(갈산동) 8
 
9.3%
대구광역시 달서구 성서동로 225 (장동) 나동 1,2층 6
 
7.0%
대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층) 5
 
5.8%
대구광역시 달서구 성서서로48길 6, 지상1층(갈산동) 5
 
5.8%
대구광역시 달서구 성서공단북로3길 25-7 (파호동, 지상1층) 4
 
4.7%
대구광역시 달서구 성서로 281 (갈산동, A동(지상1,2층), G동(지상1층)) 4
 
4.7%
대구광역시 달서구 성서로9길 25 (대천동,(지상1층)) 3
 
3.5%
대구광역시 달서구 성서로 281 (갈산동, E동 지상1층.F동 지상1,2층.J동 지상1,2층.M동 지상1층) 3
 
3.5%
대구광역시 달서구 성서4차첨단로 50-7(대천동,(1~3층)) 2
 
2.3%
Other values (26) 30
34.9%

Length

2024-04-19T14:17:23.918048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
달서구 86
18.0%
대구광역시 80
 
16.7%
갈산동 24
 
5.0%
성서서로 19
 
4.0%
121(지하1층-지상3층 16
 
3.3%
성서공단북로 13
 
2.7%
성서로 9
 
1.9%
250(갈산동 8
 
1.7%
장동 8
 
1.7%
1,2층 8
 
1.7%
Other values (93) 207
43.3%

인증번호
Text

UNIQUE 

Distinct86
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size820.0 B
2024-04-19T14:17:24.179257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters946
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique86 ?
Unique (%)100.0%

Sample

1st row2014-4-8118
2nd row2015-4-8077
3rd row2015-4-8078
4th row2017-4-9089
5th row2018-4-9034
ValueCountFrequency (%)
2014-4-8118 1
 
1.2%
2011-4-8021 1
 
1.2%
2015-4-8044 1
 
1.2%
2015-4-8043 1
 
1.2%
2012-4-8086 1
 
1.2%
2020-4-0378 1
 
1.2%
2019-4-9200 1
 
1.2%
2017-4-9206 1
 
1.2%
2013-4-8011 1
 
1.2%
2017-4-9176 1
 
1.2%
Other values (76) 76
88.4%
2024-04-19T14:17:24.540974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 172
18.2%
0 166
17.5%
2 146
15.4%
1 123
13.0%
4 106
11.2%
8 61
 
6.4%
9 60
 
6.3%
7 44
 
4.7%
3 30
 
3.2%
5 23
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 774
81.8%
Dash Punctuation 172
 
18.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 166
21.4%
2 146
18.9%
1 123
15.9%
4 106
13.7%
8 61
 
7.9%
9 60
 
7.8%
7 44
 
5.7%
3 30
 
3.9%
5 23
 
3.0%
6 15
 
1.9%
Dash Punctuation
ValueCountFrequency (%)
- 172
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 946
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 172
18.2%
0 166
17.5%
2 146
15.4%
1 123
13.0%
4 106
11.2%
8 61
 
6.4%
9 60
 
6.3%
7 44
 
4.7%
3 30
 
3.2%
5 23
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 946
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 172
18.2%
0 166
17.5%
2 146
15.4%
1 123
13.0%
4 106
11.2%
8 61
 
6.4%
9 60
 
6.3%
7 44
 
4.7%
3 30
 
3.2%
5 23
 
2.4%

최초인증일
Date

Distinct63
Distinct (%)73.3%
Missing0
Missing (%)0.0%
Memory size820.0 B
Minimum2005-06-10 00:00:00
Maximum2022-11-15 00:00:00
2024-04-19T14:17:24.674458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:17:24.787267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

인증종료일
Date

Distinct44
Distinct (%)51.2%
Missing0
Missing (%)0.0%
Memory size820.0 B
Minimum2023-02-07 00:00:00
Maximum2025-11-29 00:00:00
2024-04-19T14:17:24.904595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:17:25.019864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)

담당부서
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size820.0 B
대구광역시 달서구 위생과
86 

Length

Max length13
Median length13
Mean length13
Min length13

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 달서구 위생과
2nd row대구광역시 달서구 위생과
3rd row대구광역시 달서구 위생과
4th row대구광역시 달서구 위생과
5th row대구광역시 달서구 위생과

Common Values

ValueCountFrequency (%)
대구광역시 달서구 위생과 86
100.0%

Length

2024-04-19T14:17:25.127514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:17:25.224992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 86
33.3%
달서구 86
33.3%
위생과 86
33.3%

자료 기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size820.0 B
2022-12-31
86 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-12-31
2nd row2022-12-31
3rd row2022-12-31
4th row2022-12-31
5th row2022-12-31

Common Values

ValueCountFrequency (%)
2022-12-31 86
100.0%

Length

2024-04-19T14:17:25.333550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-19T14:17:25.417654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-31 86
100.0%

Interactions

2024-04-19T14:17:21.686137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:17:21.538376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:17:21.771466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-19T14:17:21.600445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-19T14:17:25.481265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도업소명적용품목대표자주소인증번호최초인증일인증종료일
위도1.0000.9471.0000.0000.9971.0001.0001.0000.999
경도0.9471.0001.0000.0000.9871.0001.0000.9990.998
업소명1.0001.0001.0000.0001.0001.0001.0001.0000.999
적용품목0.0000.0000.0001.0000.0000.0001.0000.0000.000
대표자0.9970.9871.0000.0001.0001.0001.0001.0001.000
주소1.0001.0001.0000.0001.0001.0001.0001.0000.999
인증번호1.0001.0001.0001.0001.0001.0001.0001.0001.000
최초인증일1.0000.9991.0000.0001.0001.0001.0001.0000.999
인증종료일0.9990.9980.9990.0001.0000.9991.0000.9991.000
2024-04-19T14:17:25.590574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주소업소명대표자
주소1.0000.9900.971
업소명0.9901.0000.981
대표자0.9710.9811.000
2024-04-19T14:17:25.668781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도업소명대표자주소
위도1.000-0.2410.8140.8050.806
경도-0.2411.0000.8140.7990.806
업소명0.8140.8141.0000.9810.990
대표자0.8050.7990.9811.0000.971
주소0.8060.8060.9900.9711.000

Missing values

2024-04-19T14:17:21.934413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-19T14:17:22.086298image/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

위도경도업소명업종적용품목대표자주소인증번호최초인증일인증종료일담당부서자료 기준일
035.832853128.488299(재)대구테크노파크부설 바이오산업지원센터식품제조가공업과.채음료권대수대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)2014-4-81182014-12-102023-07-30대구광역시 달서구 위생과2022-12-31
135.832853128.488299(재)대구테크노파크부설 바이오산업지원센터식품제조가공업혼합음료권대수대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)2015-4-80772015-07-312023-07-30대구광역시 달서구 위생과2022-12-31
235.832853128.488299(재)대구테크노파크부설 바이오산업지원센터식품제조가공업액상차권대수대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)2015-4-80782015-07-312023-07-30대구광역시 달서구 위생과2022-12-31
335.832853128.488299(재)대구테크노파크부설 바이오산업지원센터식품제조가공업커피권대수대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)2017-4-90892017-07-312023-07-30대구광역시 달서구 위생과2022-12-31
435.832853128.488299(재)대구테크노파크부설 바이오산업지원센터식품제조가공업과.채주스권대수대구광역시 달서구 성서공단로 46-17(대천동,)(1동 1-2층, 2동 1층)2018-4-90342018-02-222023-07-30대구광역시 달서구 위생과2022-12-31
535.842963128.486911(주)그루나무식품제조가공업소스김동근대구광역시 달서구 호산동로 90-10(호산동)2021-4-03162021-08-062024-08-05대구광역시 달서구 위생과2022-12-31
635.842963128.486911(주)그루나무식품제조가공업즉석조리식품김동근대구광역시 달서구 호산동로 90-10(호산동)2021-4-03172021-08-062024-08-05대구광역시 달서구 위생과2022-12-31
735.84036128.488522(주)엔피베버리지식품제조가공업음료베이스이태근대구광역시 달서구 성서공단로11길 62(지상4층 호산동, 대구TTP벤처 2공장)2017-4-91302017-10-272023-10-26대구광역시 달서구 위생과2022-12-31
835.84036128.488522(주)엔피베버리지식품제조가공업혼합음료이태근대구광역시 달서구 성서공단로11길 62(지상4층 호산동, 대구TTP벤처 2공장)2020-4-05312020-12-092023-12-08대구광역시 달서구 위생과2022-12-31
935.836164128.498458(주)푸드웰식품제조가공업기타잼성기준 외 1명대구광역시 달서구 성서서로 121(지하1층-지상3층 갈산동)2005-4-80112005-06-102025-11-29대구광역시 달서구 위생과2022-12-31
위도경도업소명업종적용품목대표자주소인증번호최초인증일인증종료일담당부서자료 기준일
7635.845357128.500741㈜일동플러스팜식품제조가공업혼합음료권성수대구광역시 달서구 성서서로48길 6, 지상1층(갈산동)2018-4-91262018-09-212024-09-20대구광역시 달서구 위생과2022-12-31
7735.845357128.500741㈜일동플러스팜식품제조가공업기타가공품권성수대구광역시 달서구 성서서로48길 6, 지상1층(갈산동)2018-4-91272018-09-212024-09-20대구광역시 달서구 위생과2022-12-31
7835.840991128.50585㈜파리크라상식품제조가공업빵류황재복대구 달서구 성서로 255(갈산동)2011-4-80492011-11-112023-03-07대구광역시 달서구 위생과2022-12-31
7935.83424128.512227햇살푸드식품제조가공업즉석섭취식품이갑성대구 달서구 성서공단로 54길 19(월암동, A동(지상1층), B동(지상1층))2012-4-80672012-08-102023-06-22대구광역시 달서구 위생과2022-12-31
8035.841698128.513415달콤제작실식품제조가공업캔디류김서현대구광역시 달서구 성서공단북로 376(장동) 1동 1층 104호2022-4-03712022-11-042025-11-03대구광역시 달서구 위생과2022-12-31
8135.829255128.493169주식회사 언약컴퍼니식품제조가공업즉석조리식품이상호대구광역시 달서구 성서공단남로6길 14(가동 1층 대천동)2022-4-02982022-09-022025-09-01대구광역시 달서구 위생과2022-12-31
8235.819482128.527614스위티식품제조가공업캔디류윤아섭대구광역시 달서구 성서공단북로 376(1층 110호 장동)2022-4-02922022-08-302025-08-29대구광역시 달서구 위생과2022-12-31
8335.841698128.513415주식회사 레비테이트식품제조가공업음료베이스박상원 외1명대구광역시 달서구 성서공단북로 376(103호 장동)2022-4-01702022-05-272025-05-26대구광역시 달서구 위생과2022-12-31
8435.826786128.552897한국홍삼제조공사식품제조가공업인삼홍삼음료심호웅대구광역시 달서구 앞산순환로49길 50(송현동,지상1층)2022-4-00772022-03-072025-03-06대구광역시 달서구 위생과2022-12-31
8535.829812128.510793팡드켜흐식품제조가공업빵류여상훈대구광역시 달서구 성서공단남로32길 9-9(월암동) A동 2층2021-4-01202021-04-022024-04-01대구광역시 달서구 위생과2022-12-31