Overview

Dataset statistics

Number of variables4
Number of observations27
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1023.0 B
Average record size in memory37.9 B

Variable types

Numeric1
Text3

Dataset

Description2023.8.22.기준 해운대구창조비즈니스센터 입주한 기업 현황에 대한 데이터로 기업명, 업종에 대한 자료를 제공합니다.
URLhttps://www.data.go.kr/data/3075328/fileData.do

Alerts

순번 has unique valuesUnique
입주 기업명 has unique valuesUnique
대표자명 has unique valuesUnique
업종 has unique valuesUnique

Reproduction

Analysis started2023-12-12 09:31:13.288284
Analysis finished2023-12-12 09:31:13.821230
Duration0.53 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14
Minimum1
Maximum27
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size375.0 B
2023-12-12T18:31:13.885413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.3
Q17.5
median14
Q320.5
95-th percentile25.7
Maximum27
Range26
Interquartile range (IQR)13

Descriptive statistics

Standard deviation7.9372539
Coefficient of variation (CV)0.56694671
Kurtosis-1.2
Mean14
Median Absolute Deviation (MAD)7
Skewness0
Sum378
Variance63
MonotonicityStrictly increasing
2023-12-12T18:31:14.009894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
1 1
 
3.7%
2 1
 
3.7%
27 1
 
3.7%
26 1
 
3.7%
25 1
 
3.7%
24 1
 
3.7%
23 1
 
3.7%
22 1
 
3.7%
21 1
 
3.7%
20 1
 
3.7%
Other values (17) 17
63.0%
ValueCountFrequency (%)
1 1
3.7%
2 1
3.7%
3 1
3.7%
4 1
3.7%
5 1
3.7%
6 1
3.7%
7 1
3.7%
8 1
3.7%
9 1
3.7%
10 1
3.7%
ValueCountFrequency (%)
27 1
3.7%
26 1
3.7%
25 1
3.7%
24 1
3.7%
23 1
3.7%
22 1
3.7%
21 1
3.7%
20 1
3.7%
19 1
3.7%
18 1
3.7%

입주 기업명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-12T18:31:14.199946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length10
Mean length5.3703704
Min length2

Characters and Unicode

Total characters145
Distinct characters88
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st row엘이이원
2nd row바다플랫폼
3rd row에이티씨
4th row보다
5th row주호가람
ValueCountFrequency (%)
엘이이원 1
 
3.3%
바다플랫폼 1
 
3.3%
스타더스트 1
 
3.3%
우람코리아 1
 
3.3%
케이에스테크 1
 
3.3%
아폴로니아케어 1
 
3.3%
㈜세임보트 1
 
3.3%
풍선연구소 1
 
3.3%
미르비전 1
 
3.3%
엘앤앰테크 1
 
3.3%
Other values (20) 20
66.7%
2023-12-12T18:31:14.520913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 10
 
6.9%
스 6
 
4.1%
에 6
 
4.1%
더 4
 
2.8%
아 4
 
2.8%
케 4
 
2.8%
3
 
2.1%
터 3
 
2.1%
㈜ 3
 
2.1%
로 3
 
2.1%
Other values (78) 99
68.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 137
94.5%
Space Separator 3
 
2.1%
Other Symbol 3
 
2.1%
Open Punctuation 1
 
0.7%
Close Punctuation 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 10
 
7.3%
스 6
 
4.4%
에 6
 
4.4%
더 4
 
2.9%
아 4
 
2.9%
케 4
 
2.9%
터 3
 
2.2%
로 3
 
2.2%
주 3
 
2.2%
어 2
 
1.5%
Other values (74) 92
67.2%
Space Separator
ValueCountFrequency (%)
3
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 140
96.6%
Common 5
 
3.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 10
 
7.1%
스 6
 
4.3%
에 6
 
4.3%
더 4
 
2.9%
아 4
 
2.9%
케 4
 
2.9%
터 3
 
2.1%
㈜ 3
 
2.1%
로 3
 
2.1%
주 3
 
2.1%
Other values (75) 94
67.1%
Common
ValueCountFrequency (%)
3
60.0%
( 1
 
20.0%
) 1
 
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 137
94.5%
ASCII 5
 
3.4%
None 3
 
2.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 10
 
7.3%
스 6
 
4.4%
에 6
 
4.4%
더 4
 
2.9%
아 4
 
2.9%
케 4
 
2.9%
터 3
 
2.2%
로 3
 
2.2%
주 3
 
2.2%
어 2
 
1.5%
Other values (74) 92
67.2%
ASCII
ValueCountFrequency (%)
3
60.0%
( 1
 
20.0%
) 1
 
20.0%
None
ValueCountFrequency (%)
㈜ 3
100.0%

대표자명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-12T18:31:14.697157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length3
Mean length3.1481481
Min length3

Characters and Unicode

Total characters85
Distinct characters38
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st row이*형
2nd row안*우
3rd row김*겸
4th row고*욱
5th row김*성
ValueCountFrequency (%)
이*형 1
 
3.7%
장*권 1
 
3.7%
김*환 1
 
3.7%
이*희 1
 
3.7%
성*수 1
 
3.7%
서*진 1
 
3.7%
한*준 1
 
3.7%
이*현 1
 
3.7%
권*석 1
 
3.7%
김*규 1
 
3.7%
Other values (17) 17
63.0%
2023-12-12T18:31:15.057523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
* 28
32.9%
김 6
 
7.1%
정 4
 
4.7%
권 3
 
3.5%
석 3
 
3.5%
이 3
 
3.5%
우 3
 
3.5%
성 2
 
2.4%
최 2
 
2.4%
형 2
 
2.4%
Other values (28) 29
34.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 56
65.9%
Other Punctuation 29
34.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 6
 
10.7%
정 4
 
7.1%
권 3
 
5.4%
석 3
 
5.4%
이 3
 
5.4%
우 3
 
5.4%
성 2
 
3.6%
최 2
 
3.6%
형 2
 
3.6%
윤 2
 
3.6%
Other values (26) 26
46.4%
Other Punctuation
ValueCountFrequency (%)
* 28
96.6%
/ 1
 
3.4%

Most occurring scripts

ValueCountFrequency (%)
Hangul 56
65.9%
Common 29
34.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 6
 
10.7%
정 4
 
7.1%
권 3
 
5.4%
석 3
 
5.4%
이 3
 
5.4%
우 3
 
5.4%
성 2
 
3.6%
최 2
 
3.6%
형 2
 
3.6%
윤 2
 
3.6%
Other values (26) 26
46.4%
Common
ValueCountFrequency (%)
* 28
96.6%
/ 1
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 56
65.9%
ASCII 29
34.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
* 28
96.6%
/ 1
 
3.4%
Hangul
ValueCountFrequency (%)
김 6
 
10.7%
정 4
 
7.1%
권 3
 
5.4%
석 3
 
5.4%
이 3
 
5.4%
우 3
 
5.4%
성 2
 
3.6%
최 2
 
3.6%
형 2
 
3.6%
윤 2
 
3.6%
Other values (26) 26
46.4%

업종
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-12T18:31:15.262738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length76
Median length38
Mean length37.074074
Min length18

Characters and Unicode

Total characters1001
Distinct characters145
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st row업태:제조업/종목:금속단조제품 제조업
2nd row업태:정보통신업/종목:시스템 소프트웨어 개발 및 공급업
3rd row업태:소매,서비스/종목:전자상거래,해외구매대행
4th row업태:서비스/종목:기획및광고대행,상업사진및영상제작
5th row업태:정보통신업/종목:응용 소프트웨어 개발 및 공급업
ValueCountFrequency (%)
및 13
 
9.4%
6
 
4.3%
소매업 6
 
4.3%
업태 5
 
3.6%
도매및 4
 
2.9%
소프트웨어 3
 
2.2%
개발 3
 
2.2%
제조업 3
 
2.2%
전자상거래 2
 
1.4%
제작 2
 
1.4%
Other values (86) 92
66.2%
2023-12-12T18:31:15.738130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
112
 
11.2%
업 106
 
10.6%
, 59
 
5.9%
: 54
 
5.4%
매 30
 
3.0%
태 28
 
2.8%
종 28
 
2.8%
/ 27
 
2.7%
및 23
 
2.3%
제 23
 
2.3%
Other values (135) 511
51.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 746
74.5%
Other Punctuation 140
 
14.0%
Space Separator 112
 
11.2%
Close Punctuation 1
 
0.1%
Decimal Number 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
업 106
 
14.2%
매 30
 
4.0%
태 28
 
3.8%
종 28
 
3.8%
및 23
 
3.1%
제 23
 
3.1%
소 22
 
2.9%
전 17
 
2.3%
비 17
 
2.3%
조 16
 
2.1%
Other values (128) 436
58.4%
Other Punctuation
ValueCountFrequency (%)
, 59
42.1%
: 54
38.6%
/ 27
19.3%
Space Separator
ValueCountFrequency (%)
112
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 746
74.5%
Common 255
 
25.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
업 106
 
14.2%
매 30
 
4.0%
태 28
 
3.8%
종 28
 
3.8%
및 23
 
3.1%
제 23
 
3.1%
소 22
 
2.9%
전 17
 
2.3%
비 17
 
2.3%
조 16
 
2.1%
Other values (128) 436
58.4%
Common
ValueCountFrequency (%)
112
43.9%
, 59
23.1%
: 54
21.2%
/ 27
 
10.6%
) 1
 
0.4%
1 1
 
0.4%
( 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 746
74.5%
ASCII 255
 
25.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
112
43.9%
, 59
23.1%
: 54
21.2%
/ 27
 
10.6%
) 1
 
0.4%
1 1
 
0.4%
( 1
 
0.4%
Hangul
ValueCountFrequency (%)
업 106
 
14.2%
매 30
 
4.0%
태 28
 
3.8%
종 28
 
3.8%
및 23
 
3.1%
제 23
 
3.1%
소 22
 
2.9%
전 17
 
2.3%
비 17
 
2.3%
조 16
 
2.1%
Other values (128) 436
58.4%

Interactions

2023-12-12T18:31:13.546334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:31:15.868147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번입주 기업명대표자명업종
순번1.0001.0001.0001.000
입주 기업명1.0001.0001.0001.000
대표자명1.0001.0001.0001.000
업종1.0001.0001.0001.000

Missing values

2023-12-12T18:31:13.689253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:31:13.785202image/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

순번입주 기업명대표자명업종
01엘이이원이*형업태:제조업/종목:금속단조제품 제조업
12바다플랫폼안*우업태:정보통신업/종목:시스템 소프트웨어 개발 및 공급업
23에이티씨김*겸업태:소매,서비스/종목:전자상거래,해외구매대행
34보다고*욱업태:서비스/종목:기획및광고대행,상업사진및영상제작
45주호가람김*성업태:정보통신업/종목:응용 소프트웨어 개발 및 공급업
56에스앤에스프로최*경업태:도매업 및 소매업, 제조업, 출판 영상 방송통신/종목:전자상거래, 잡화, 기타 상품 중개업, 무역, 홈페이지제작, 영화
67더그린정*지업태:도매 및 소매업/종목:방역용품, 방역약품 외 의약외품
78(주)케이피컴퍼니양*형업태:통신판매업/종목:전자상거래 소매업
89더블유엔터정*택업태:서비스업/종목:방송영상제작, 전시컨벤션 및 행사대행업
910티엠 영상미디어 출판김*석업태:정보통신업/종목:메타버스 강의, 영상물 제작, 유통
순번입주 기업명대표자명업종
1718메디마켓송*우업종: 도매및 소매업/업종:의료기기판매, 무역, 전자상거래, 해외직구대행업
1819엘앤앰테크김*규업태 : 기술서비스업/업종 : 엔지니어링 서비스업
1920미르비전권*석업태 : 정보통신업/업종 : 일반영화 및 비디오물 제작, 미디어콘텐츠창작업
2021풍선연구소이*현업태 : 서비스업/업종 : 이벤트
2122㈜세임보트한*준업태: 제조업, 도매및 소매업, 전문, 과학및 기술서비스업/업종: 사무, 장난감, 무역(생활용품),전자상거래 소매업,연구개발업,경영컨설팅
2223아폴로니아케어서*진업태:소매, 도매및 소매업/업종:전자상거래, 치과용품,구강용품중개
2324케이에스테크성*수업태:제조업,서비스업/업종:사출금형,정밀지그제작,1인미디어콘텐츠창작업
2425우람코리아이*희업태: 제조업/업종: 이동식화장실 및 유지보수
2526스타더스트김*환업태:정보통신업,제조업, 도매및 소매업, 서비스업/업종:어플리케이션플랫폼제작, 무역업, 광고대행업,구매대행업
2627㈜워터리아배*로업태:제조업,전기,가스,증기 및 공기조절공급업/업종:산업용로봇제조업,기타기관및 터빈 제조업,태양력 발전업