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

Description부산광역시해운대구_해운대창조비즈니스센터(1인창조기업지원센터)현황_20210824
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075328

Alerts

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

Reproduction

Analysis started2023-12-10 17:00:51.294209
Analysis finished2023-12-10 17:00:51.948561
Duration0.65 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
2023-12-11T02:00:52.023178image/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
2023-12-11T02:00:52.194728image/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
2023-12-11T02:00:52.469686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length9
Mean length5.4814815
Min length2

Characters and Unicode

Total characters148
Distinct characters90
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

Unique27 ?
Unique (%)100.0%

Sample

1st row준성
2nd row디온시스템
3rd row올인원진텍
4th row루시드라인
5th row케이(k)-미르
ValueCountFrequency (%)
준성 1
 
3.4%
아이치시저스 1
 
3.4%
에이티씨 1
 
3.4%
앗싸가오리 1
 
3.4%
플랜 1
 
3.4%
시카고 1
 
3.4%
성안모티브 1
 
3.4%
주)제이케이글로벌 1
 
3.4%
제이앤씨 1
 
3.4%
코리아아트컴퍼니 1
 
3.4%
Other values (19) 19
65.5%
2023-12-11T02:00:52.953232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 10
 
6.8%
리 6
 
4.1%
㈜ 4
 
2.7%
시 4
 
2.7%
아 4
 
2.7%
인 4
 
2.7%
제 3
 
2.0%
에 3
 
2.0%
플 3
 
2.0%
드 3
 
2.0%
Other values (80) 104
70.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 133
89.9%
Other Symbol 4
 
2.7%
Decimal Number 3
 
2.0%
Space Separator 2
 
1.4%
Close Punctuation 2
 
1.4%
Open Punctuation 2
 
1.4%
Lowercase Letter 1
 
0.7%
Dash Punctuation 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 10
 
7.5%
리 6
 
4.5%
시 4
 
3.0%
아 4
 
3.0%
인 4
 
3.0%
제 3
 
2.3%
에 3
 
2.3%
플 3
 
2.3%
드 3
 
2.3%
씨 3
 
2.3%
Other values (71) 90
67.7%
Decimal Number
ValueCountFrequency (%)
2 1
33.3%
1 1
33.3%
5 1
33.3%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Lowercase Letter
ValueCountFrequency (%)
k 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 137
92.6%
Common 10
 
6.8%
Latin 1
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 10
 
7.3%
리 6
 
4.4%
㈜ 4
 
2.9%
시 4
 
2.9%
아 4
 
2.9%
인 4
 
2.9%
제 3
 
2.2%
에 3
 
2.2%
플 3
 
2.2%
드 3
 
2.2%
Other values (72) 93
67.9%
Common
ValueCountFrequency (%)
2
20.0%
) 2
20.0%
( 2
20.0%
2 1
10.0%
1 1
10.0%
5 1
10.0%
- 1
10.0%
Latin
ValueCountFrequency (%)
k 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 133
89.9%
ASCII 11
 
7.4%
None 4
 
2.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 10
 
7.5%
리 6
 
4.5%
시 4
 
3.0%
아 4
 
3.0%
인 4
 
3.0%
제 3
 
2.3%
에 3
 
2.3%
플 3
 
2.3%
드 3
 
2.3%
씨 3
 
2.3%
Other values (71) 90
67.7%
None
ValueCountFrequency (%)
㈜ 4
100.0%
ASCII
ValueCountFrequency (%)
2
18.2%
) 2
18.2%
( 2
18.2%
2 1
9.1%
1 1
9.1%
5 1
9.1%
k 1
9.1%
- 1
9.1%

대표자명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-11T02:00:53.260312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length7
Median length3
Mean length3.1481481
Min length3

Characters and Unicode

Total characters85
Distinct characters42
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 row하*범
2nd row유*늘
3rd row한*성
4th row최*우
5th row강*구
ValueCountFrequency (%)
하*범 1
 
3.7%
이*욱 1
 
3.7%
김*겸 1
 
3.7%
김*주 1
 
3.7%
이*도 1
 
3.7%
김*원 1
 
3.7%
송*미/박*수 1
 
3.7%
김*순 1
 
3.7%
이*훈 1
 
3.7%
조*정 1
 
3.7%
Other values (17) 17
63.0%
2023-12-11T02:00:54.001327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
* 28
32.9%
김 10
 
11.8%
이 5
 
5.9%
정 2
 
2.4%
규 2
 
2.4%
주 2
 
2.4%
조 1
 
1.2%
욱 1
 
1.2%
홍 1
 
1.2%
형 1
 
1.2%
Other values (32) 32
37.6%

Most occurring categories

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

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 10
 
17.9%
이 5
 
8.9%
정 2
 
3.6%
규 2
 
3.6%
주 2
 
3.6%
조 1
 
1.8%
욱 1
 
1.8%
홍 1
 
1.8%
형 1
 
1.8%
동 1
 
1.8%
Other values (30) 30
53.6%
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 10
 
17.9%
이 5
 
8.9%
정 2
 
3.6%
규 2
 
3.6%
주 2
 
3.6%
조 1
 
1.8%
욱 1
 
1.8%
홍 1
 
1.8%
형 1
 
1.8%
동 1
 
1.8%
Other values (30) 30
53.6%
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 10
 
17.9%
이 5
 
8.9%
정 2
 
3.6%
규 2
 
3.6%
주 2
 
3.6%
조 1
 
1.8%
욱 1
 
1.8%
홍 1
 
1.8%
형 1
 
1.8%
동 1
 
1.8%
Other values (30) 30
53.6%

업종
Text

Distinct24
Distinct (%)88.9%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-11T02:00:54.379644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length17
Mean length12.851852
Min length3

Characters and Unicode

Total characters347
Distinct characters102
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

Unique22 ?
Unique (%)81.5%

Sample

1st row현수막, 인쇄제작
2nd row응용소프트웨어 개발 및 공급업, 기업인터넷 및 전화 설계, 구축, 유지보수
3rd row수산연구개발, 유전자분석, 수산연구용시약
4th row가죽코팅제품, 가죽코팅, 전자상거래업
5th row전자상거래업
ValueCountFrequency (%)
및 5
 
8.2%
전자상거래업 4
 
6.6%
개발 4
 
6.6%
전자상거래 4
 
6.6%
공급업 3
 
4.9%
응용소프트웨어 2
 
3.3%
소프트웨어 2
 
3.3%
제조업 2
 
3.3%
무역 1
 
1.6%
금속단조제품 1
 
1.6%
Other values (33) 33
54.1%
2023-12-11T02:00:54.982662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
34
 
9.8%
, 23
 
6.6%
자 16
 
4.6%
전 15
 
4.3%
상 14
 
4.0%
업 14
 
4.0%
거 11
 
3.2%
래 11
 
3.2%
제 10
 
2.9%
개 8
 
2.3%
Other values (92) 191
55.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 288
83.0%
Space Separator 34
 
9.8%
Other Punctuation 23
 
6.6%
Open Punctuation 1
 
0.3%
Close Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
자 16
 
5.6%
전 15
 
5.2%
상 14
 
4.9%
업 14
 
4.9%
거 11
 
3.8%
래 11
 
3.8%
제 10
 
3.5%
개 8
 
2.8%
기 8
 
2.8%
발 7
 
2.4%
Other values (88) 174
60.4%
Space Separator
ValueCountFrequency (%)
34
100.0%
Other Punctuation
ValueCountFrequency (%)
, 23
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 288
83.0%
Common 59
 
17.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
자 16
 
5.6%
전 15
 
5.2%
상 14
 
4.9%
업 14
 
4.9%
거 11
 
3.8%
래 11
 
3.8%
제 10
 
3.5%
개 8
 
2.8%
기 8
 
2.8%
발 7
 
2.4%
Other values (88) 174
60.4%
Common
ValueCountFrequency (%)
34
57.6%
, 23
39.0%
( 1
 
1.7%
) 1
 
1.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 288
83.0%
ASCII 59
 
17.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
34
57.6%
, 23
39.0%
( 1
 
1.7%
) 1
 
1.7%
Hangul
ValueCountFrequency (%)
자 16
 
5.6%
전 15
 
5.2%
상 14
 
4.9%
업 14
 
4.9%
거 11
 
3.8%
래 11
 
3.8%
제 10
 
3.5%
개 8
 
2.8%
기 8
 
2.8%
발 7
 
2.4%
Other values (88) 174
60.4%

Interactions

2023-12-11T02:00:51.584549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:00:55.148052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번입주 기업명대표자명업종
순번1.0001.0001.0000.912
입주 기업명1.0001.0001.0001.000
대표자명1.0001.0001.0001.000
업종0.9121.0001.0001.000

Missing values

2023-12-11T02:00:51.730432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:00:51.869120image/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
01준성하*범현수막, 인쇄제작
12디온시스템유*늘응용소프트웨어 개발 및 공급업, 기업인터넷 및 전화 설계, 구축, 유지보수
23올인원진텍한*성수산연구개발, 유전자분석, 수산연구용시약
34루시드라인최*우가죽코팅제품, 가죽코팅, 전자상거래업
45케이(k)-미르강*구전자상거래업
56더푸름 컴퍼니허*민위탁교육,광고대행및홍보영상디자인
67㈜프리모엠김*연소프트웨어 개발
78㈜바다플랫폼안*모시스템 소프트웨어 개발 및 공급업
89삼대김*규웹앱개발
910플로웨어이*철응용소프트웨어 개발 및 공급업
순번입주 기업명대표자명업종
1718조비215주*동전자상거래
1819씨엠인터내셔널조*정전자상거래,해외수출,애완견유산균
1920코리아아트컴퍼니이*훈영상물 제작
2021제이앤씨김*순디자인
2122(주)제이케이글로벌송*미/박*수무역, 제조업, 전자상거래
2223성안모티브김*원기계장비제작, 자동화설비
2324시카고 플랜이*도전자부품 제조업,연구개발지원업
2425앗싸가오리김*주동영상컨텐즈제작,잡화,티셔츠,강의
2526에이티씨김*겸전자상거래,해외구매대행
2627인투더와일드김*영전자상거래