Overview

Dataset statistics

Number of variables4
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.1 KiB
Average record size in memory37.6 B

Variable types

Numeric1
Text2
Categorical1

Dataset

Description규제자유특구는 중소벤처기업부에서 운영중인 사업입니다.본 규제자유특구 참여기업 대상 벤처투자 로드쇼 행사에 참석한 심사역(VC) 명단입니다.
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15107494/fileData.do

Alerts

순번 is highly overall correlated with 비고High correlation
비고 is highly overall correlated with 순번High correlation
순번 has unique valuesUnique
벤처캐피탈 명 has unique valuesUnique
유선번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 23:21:35.113729
Analysis finished2023-12-12 23:21:35.533760
Duration0.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15
Minimum1
Maximum29
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size393.0 B
2023-12-13T08:21:35.596667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.4
Q18
median15
Q322
95-th percentile27.6
Maximum29
Range28
Interquartile range (IQR)14

Descriptive statistics

Standard deviation8.5146932
Coefficient of variation (CV)0.56764621
Kurtosis-1.2
Mean15
Median Absolute Deviation (MAD)7
Skewness0
Sum435
Variance72.5
MonotonicityStrictly increasing
2023-12-13T08:21:35.705597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
1 1
 
3.4%
2 1
 
3.4%
29 1
 
3.4%
28 1
 
3.4%
27 1
 
3.4%
26 1
 
3.4%
25 1
 
3.4%
24 1
 
3.4%
23 1
 
3.4%
22 1
 
3.4%
Other values (19) 19
65.5%
ValueCountFrequency (%)
1 1
3.4%
2 1
3.4%
3 1
3.4%
4 1
3.4%
5 1
3.4%
6 1
3.4%
7 1
3.4%
8 1
3.4%
9 1
3.4%
10 1
3.4%
ValueCountFrequency (%)
29 1
3.4%
28 1
3.4%
27 1
3.4%
26 1
3.4%
25 1
3.4%
24 1
3.4%
23 1
3.4%
22 1
3.4%
21 1
3.4%
20 1
3.4%

벤처캐피탈 명
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-13T08:21:35.936495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length11
Mean length8.6896552
Min length5

Characters and Unicode

Total characters252
Distinct characters82
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st row유티씨인베스트먼트
2nd row하나벤처스
3rd row인터밸류파트너스
4th row삼호그린인베스트먼트
5th row메디치인베스트먼트
ValueCountFrequency (%)
유티씨인베스트먼트 1
 
3.3%
하나벤처스 1
 
3.3%
마이다스동아인베스트먼트 1
 
3.3%
라이트하우스컴바인인베스트 1
 
3.3%
포스텍홀딩스 1
 
3.3%
경남벤처투자 1
 
3.3%
포스코기술투자 1
 
3.3%
인탑스인베스트먼트 1
 
3.3%
엔브이씨파트너스 1
 
3.3%
수인베스트먼트 1
 
3.3%
Other values (20) 20
66.7%
2023-12-13T08:21:36.433805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
트 35
 
13.9%
스 31
 
12.3%
인 16
 
6.3%
베 13
 
5.2%
먼 13
 
5.2%
파 10
 
4.0%
너 9
 
3.6%
투 7
 
2.8%
이 7
 
2.8%
자 7
 
2.8%
Other values (72) 104
41.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 240
95.2%
Uppercase Letter 6
 
2.4%
Close Punctuation 2
 
0.8%
Open Punctuation 2
 
0.8%
Space Separator 1
 
0.4%
Other Symbol 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
트 35
 
14.6%
스 31
 
12.9%
인 16
 
6.7%
베 13
 
5.4%
먼 13
 
5.4%
파 10
 
4.2%
너 9
 
3.8%
투 7
 
2.9%
이 7
 
2.9%
자 7
 
2.9%
Other values (63) 92
38.3%
Uppercase Letter
ValueCountFrequency (%)
J 2
33.3%
X 1
16.7%
I 1
16.7%
B 1
16.7%
S 1
16.7%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 241
95.6%
Latin 6
 
2.4%
Common 5
 
2.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
트 35
 
14.5%
스 31
 
12.9%
인 16
 
6.6%
베 13
 
5.4%
먼 13
 
5.4%
파 10
 
4.1%
너 9
 
3.7%
투 7
 
2.9%
이 7
 
2.9%
자 7
 
2.9%
Other values (64) 93
38.6%
Latin
ValueCountFrequency (%)
J 2
33.3%
X 1
16.7%
I 1
16.7%
B 1
16.7%
S 1
16.7%
Common
ValueCountFrequency (%)
) 2
40.0%
( 2
40.0%
1
20.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 240
95.2%
ASCII 11
 
4.4%
None 1
 
0.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
트 35
 
14.6%
스 31
 
12.9%
인 16
 
6.7%
베 13
 
5.4%
먼 13
 
5.4%
파 10
 
4.2%
너 9
 
3.8%
투 7
 
2.9%
이 7
 
2.9%
자 7
 
2.9%
Other values (63) 92
38.3%
ASCII
ValueCountFrequency (%)
) 2
18.2%
( 2
18.2%
J 2
18.2%
X 1
9.1%
I 1
9.1%
B 1
9.1%
1
9.1%
S 1
9.1%
None
ValueCountFrequency (%)
㈜ 1
100.0%

유선번호
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-13T08:21:36.712623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.758621
Min length11

Characters and Unicode

Total characters341
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

Unique29 ?
Unique (%)100.0%

Sample

1st row02-2783-3347
2nd row02-2006-6000
3rd row02-564-0494
4th row02-3453-6996
5th row02-561-1881
ValueCountFrequency (%)
02-2783-3347 1
 
3.4%
02-569-4661 1
 
3.4%
02-2020-0906 1
 
3.4%
02-578-0323 1
 
3.4%
054-279-8494 1
 
3.4%
055-606-0014 1
 
3.4%
02-3457-6300 1
 
3.4%
02-567-2500 1
 
3.4%
051-914-0938 1
 
3.4%
031-4716-3017 1
 
3.4%
Other values (19) 19
65.5%
2023-12-13T08:21:37.143705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 66
19.4%
- 58
17.0%
2 42
12.3%
6 30
8.8%
4 29
8.5%
1 23
 
6.7%
3 22
 
6.5%
5 22
 
6.5%
9 18
 
5.3%
7 16
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 283
83.0%
Dash Punctuation 58
 
17.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 66
23.3%
2 42
14.8%
6 30
10.6%
4 29
10.2%
1 23
 
8.1%
3 22
 
7.8%
5 22
 
7.8%
9 18
 
6.4%
7 16
 
5.7%
8 15
 
5.3%
Dash Punctuation
ValueCountFrequency (%)
- 58
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 341
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 66
19.4%
- 58
17.0%
2 42
12.3%
6 30
8.8%
4 29
8.5%
1 23
 
6.7%
3 22
 
6.5%
5 22
 
6.5%
9 18
 
5.3%
7 16
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 341
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 66
19.4%
- 58
17.0%
2 42
12.3%
6 30
8.8%
4 29
8.5%
1 23
 
6.7%
3 22
 
6.5%
5 22
 
6.5%
9 18
 
5.3%
7 16
 
4.7%

비고
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
1차
17 
2차
12 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1차
2nd row1차
3rd row1차
4th row1차
5th row1차

Common Values

ValueCountFrequency (%)
1차 17
58.6%
2차 12
41.4%

Length

2023-12-13T08:21:37.280992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:21:37.730836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1차 17
58.6%
2차 12
41.4%

Interactions

2023-12-13T08:21:35.257212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:21:37.810345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번벤처캐피탈 명유선번호비고
순번1.0001.0001.0001.000
벤처캐피탈 명1.0001.0001.0001.000
유선번호1.0001.0001.0001.000
비고1.0001.0001.0001.000
2023-12-13T08:21:37.936010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번비고
순번1.0000.839
비고0.8391.000

Missing values

2023-12-13T08:21:35.401292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:21:35.500976image/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

순번벤처캐피탈 명유선번호비고
01유티씨인베스트먼트02-2783-33471차
12하나벤처스02-2006-60001차
23인터밸류파트너스02-564-04941차
34삼호그린인베스트먼트02-3453-69961차
45메디치인베스트먼트02-561-18811차
56아주IB투자02-3452-98041차
67이노폴리스 파트너스02-541-48381차
78이수창업투자02-3482-20101차
89서울투자파트너스(주)02-566-26901차
910원익투자파트너스02-6446-71251차
순번벤처캐피탈 명유선번호비고
1920비하이인베스트먼트02-539-79972차
2021수인베스트먼트031-4716-30172차
2122엔브이씨파트너스051-914-09382차
2223인탑스인베스트먼트02-567-25002차
2324포스코기술투자02-3457-63002차
2425경남벤처투자055-606-00142차
2526포스텍홀딩스054-279-84942차
2627라이트하우스컴바인인베스트02-578-03232차
2728마이다스동아인베스트먼트02-2020-09062차
2829오라클벤처투자㈜02-2039-16452차