Overview

Dataset statistics

Number of variables5
Number of observations138
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.8 KiB
Average record size in memory43.0 B

Variable types

Text2
Categorical2
Numeric1

Dataset

Description2021~2022년 중소기업 기술사업화 역량강화 사업의 사업화지원* 위탁기관(수행기관)*사업화지원 : 기술의 시장성 보완을 위해 사업화 기획, 제품성능테스트, 시장마케팅 등을 종합적으로 지원
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15106962/fileData.do

Reproduction

Analysis started2023-12-12 21:31:15.246991
Analysis finished2023-12-12 21:31:15.777560
Duration0.53 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위탁기관(수행기관)
Text

Distinct132
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-12-13T06:31:15.969794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length14
Mean length7.8768116
Min length2

Characters and Unicode

Total characters1087
Distinct characters220
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique126 ?
Unique (%)91.3%

Sample

1st row(주)지비컬쳐
2nd row성진산업
3rd row(주)영광테크
4th row바날디자인스튜디오
5th row(주)카리스
ValueCountFrequency (%)
주식회사 19
 
11.2%
주)드림이앤씨 2
 
1.2%
글로벌조인스 2
 
1.2%
특허법인 2
 
1.2%
주)애드니즈컴퍼니 2
 
1.2%
주)메리트 2
 
1.2%
시스템 2
 
1.2%
바탕 2
 
1.2%
대영전력 2
 
1.2%
땡글이 1
 
0.6%
Other values (133) 133
78.7%
2023-12-13T06:31:16.380638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 81
 
7.5%
) 64
 
5.9%
( 63
 
5.8%
이 47
 
4.3%
스 34
 
3.1%
31
 
2.9%
사 28
 
2.6%
회 21
 
1.9%
식 20
 
1.8%
에 17
 
1.6%
Other values (210) 681
62.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 903
83.1%
Close Punctuation 64
 
5.9%
Open Punctuation 63
 
5.8%
Space Separator 31
 
2.9%
Lowercase Letter 14
 
1.3%
Uppercase Letter 12
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 81
 
9.0%
이 47
 
5.2%
스 34
 
3.8%
사 28
 
3.1%
회 21
 
2.3%
식 20
 
2.2%
에 17
 
1.9%
국 15
 
1.7%
한 15
 
1.7%
씨 15
 
1.7%
Other values (186) 610
67.6%
Lowercase Letter
ValueCountFrequency (%)
n 2
14.3%
o 2
14.3%
u 2
14.3%
g 1
7.1%
i 1
7.1%
t 1
7.1%
l 1
7.1%
s 1
7.1%
c 1
7.1%
r 1
7.1%
Uppercase Letter
ValueCountFrequency (%)
K 2
16.7%
C 2
16.7%
M 1
8.3%
J 1
8.3%
N 1
8.3%
G 1
8.3%
L 1
8.3%
U 1
8.3%
S 1
8.3%
A 1
8.3%
Close Punctuation
ValueCountFrequency (%)
) 64
100.0%
Open Punctuation
ValueCountFrequency (%)
( 63
100.0%
Space Separator
ValueCountFrequency (%)
31
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 903
83.1%
Common 158
 
14.5%
Latin 26
 
2.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 81
 
9.0%
이 47
 
5.2%
스 34
 
3.8%
사 28
 
3.1%
회 21
 
2.3%
식 20
 
2.2%
에 17
 
1.9%
국 15
 
1.7%
한 15
 
1.7%
씨 15
 
1.7%
Other values (186) 610
67.6%
Latin
ValueCountFrequency (%)
n 2
 
7.7%
o 2
 
7.7%
K 2
 
7.7%
C 2
 
7.7%
u 2
 
7.7%
M 1
 
3.8%
J 1
 
3.8%
N 1
 
3.8%
G 1
 
3.8%
g 1
 
3.8%
Other values (11) 11
42.3%
Common
ValueCountFrequency (%)
) 64
40.5%
( 63
39.9%
31
19.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 903
83.1%
ASCII 184
 
16.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 81
 
9.0%
이 47
 
5.2%
스 34
 
3.8%
사 28
 
3.1%
회 21
 
2.3%
식 20
 
2.2%
에 17
 
1.9%
국 15
 
1.7%
한 15
 
1.7%
씨 15
 
1.7%
Other values (186) 610
67.6%
ASCII
ValueCountFrequency (%)
) 64
34.8%
( 63
34.2%
31
16.8%
n 2
 
1.1%
o 2
 
1.1%
K 2
 
1.1%
C 2
 
1.1%
u 2
 
1.1%
M 1
 
0.5%
J 1
 
0.5%
Other values (14) 14
 
7.6%

협약구분
Categorical

Distinct9
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
제품성능
67 
시장마케팅
40 
사업화기획
21 
사업화기획제품성능
 
3
제품성능시장마케팅
 
2
Other values (4)
 
5

Length

Max length18
Median length11
Mean length4.8623188
Min length4

Unique

Unique3 ?
Unique (%)2.2%

Sample

1st row시장마케팅
2nd row제품성능
3rd row제품성능
4th row시장마케팅
5th row제품성능

Common Values

ValueCountFrequency (%)
제품성능 67
48.6%
시장마케팅 40
29.0%
사업화기획 21
 
15.2%
사업화기획제품성능 3
 
2.2%
제품성능시장마케팅 2
 
1.4%
사업화기획시장마케팅 2
 
1.4%
사업화기획, 제품성능, 시장마케팅 1
 
0.7%
사업화기획, 제품성능 1
 
0.7%
제품성늠 1
 
0.7%

Length

2023-12-13T06:31:16.541030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:31:16.671735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제품성능 69
48.9%
시장마케팅 41
29.1%
사업화기획 23
 
16.3%
사업화기획제품성능 3
 
2.1%
제품성능시장마케팅 2
 
1.4%
사업화기획시장마케팅 2
 
1.4%
제품성늠 1
 
0.7%

협약기업(수혜기업)
Text

Distinct59
Distinct (%)42.8%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-12-13T06:31:16.906197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length9
Mean length4.615942
Min length2

Characters and Unicode

Total characters637
Distinct characters52
Distinct categories3 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7 ?
Unique (%)5.1%

Sample

1st row울****
2nd row울****
3rd row소**
4th row소**
5th row아***
ValueCountFrequency (%)
아 10
 
7.2%
에 6
 
4.3%
알 6
 
4.3%
허 4
 
2.9%
플 4
 
2.9%
애 4
 
2.9%
제 4
 
2.9%
유 4
 
2.9%
지 4
 
2.9%
찬 3
 
2.2%
Other values (41) 89
64.5%
2023-12-13T06:31:17.414828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
* 499
78.3%
아 10
 
1.6%
에 6
 
0.9%
알 6
 
0.9%
애 4
 
0.6%
허 4
 
0.6%
플 4
 
0.6%
제 4
 
0.6%
유 4
 
0.6%
지 4
 
0.6%
Other values (42) 92
 
14.4%

Most occurring categories

ValueCountFrequency (%)
Other Punctuation 499
78.3%
Other Letter 137
 
21.5%
Uppercase Letter 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
아 10
 
7.3%
에 6
 
4.4%
알 6
 
4.4%
애 4
 
2.9%
허 4
 
2.9%
플 4
 
2.9%
제 4
 
2.9%
유 4
 
2.9%
지 4
 
2.9%
찬 3
 
2.2%
Other values (40) 88
64.2%
Other Punctuation
ValueCountFrequency (%)
* 499
100.0%
Uppercase Letter
ValueCountFrequency (%)
Y 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 499
78.3%
Hangul 137
 
21.5%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
아 10
 
7.3%
에 6
 
4.4%
알 6
 
4.4%
애 4
 
2.9%
허 4
 
2.9%
플 4
 
2.9%
제 4
 
2.9%
유 4
 
2.9%
지 4
 
2.9%
찬 3
 
2.2%
Other values (40) 88
64.2%
Common
ValueCountFrequency (%)
* 499
100.0%
Latin
ValueCountFrequency (%)
Y 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 500
78.5%
Hangul 137
 
21.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
* 499
99.8%
Y 1
 
0.2%
Hangul
ValueCountFrequency (%)
아 10
 
7.3%
에 6
 
4.4%
알 6
 
4.4%
애 4
 
2.9%
허 4
 
2.9%
플 4
 
2.9%
제 4
 
2.9%
유 4
 
2.9%
지 4
 
2.9%
찬 3
 
2.2%
Other values (40) 88
64.2%

협약금액(정부보조금 및 기업부담금)
Real number (ℝ)

Distinct75
Distinct (%)54.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24390695
Minimum1500000
Maximum54750000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-13T06:31:17.634684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1500000
5-th percentile4500000
Q110500000
median18750000
Q338812500
95-th percentile53362500
Maximum54750000
Range53250000
Interquartile range (IQR)28312500

Descriptive statistics

Standard deviation16698120
Coefficient of variation (CV)0.68461027
Kurtosis-1.1443914
Mean24390695
Median Absolute Deviation (MAD)11250000
Skewness0.51707396
Sum3.365916 × 109
Variance2.7882723 × 1014
MonotonicityNot monotonic
2023-12-13T06:31:17.861324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
15000000 8
 
5.8%
7500000 7
 
5.1%
11250000 6
 
4.3%
54000000 5
 
3.6%
24000000 5
 
3.6%
52500000 5
 
3.6%
8250000 4
 
2.9%
45000000 4
 
2.9%
18750000 4
 
2.9%
30000000 3
 
2.2%
Other values (65) 87
63.0%
ValueCountFrequency (%)
1500000 1
 
0.7%
2250000 2
1.4%
3750000 2
1.4%
4100000 1
 
0.7%
4500000 3
2.2%
4950000 1
 
0.7%
5000000 1
 
0.7%
5250000 2
1.4%
6000000 1
 
0.7%
6750000 2
1.4%
ValueCountFrequency (%)
54750000 2
 
1.4%
54000000 5
3.6%
53250000 1
 
0.7%
52500000 5
3.6%
51750000 2
 
1.4%
50250000 2
 
1.4%
49500000 1
 
0.7%
48635250 1
 
0.7%
48000000 2
 
1.4%
47250000 1
 
0.7%

협약년도
Categorical

Distinct2
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2021
74 
2022
64 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 74
53.6%
2022 64
46.4%

Length

2023-12-13T06:31:18.070061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:31:18.219829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 74
53.6%
2022 64
46.4%

Interactions

2023-12-13T06:31:15.493119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T06:31:18.306387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
협약구분협약기업(수혜기업)협약금액(정부보조금 및 기업부담금)협약년도
협약구분1.0000.9030.4930.314
협약기업(수혜기업)0.9031.0000.4590.978
협약금액(정부보조금 및 기업부담금)0.4930.4591.0000.200
협약년도0.3140.9780.2001.000
2023-12-13T06:31:18.435291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
협약년도협약구분
협약년도1.0000.305
협약구분0.3051.000
2023-12-13T06:31:18.814194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
협약금액(정부보조금 및 기업부담금)협약구분협약년도
협약금액(정부보조금 및 기업부담금)1.0000.2500.141
협약구분0.2501.0000.305
협약년도0.1410.3051.000

Missing values

2023-12-13T06:31:15.601049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T06:31:15.734142image/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

위탁기관(수행기관)협약구분협약기업(수혜기업)협약금액(정부보조금 및 기업부담금)협약년도
0(주)지비컬쳐시장마케팅울****67500002021
1성진산업제품성능울****532500002021
2(주)영광테크제품성능소**225000002021
3바날디자인스튜디오시장마케팅소**345000002021
4(주)카리스제품성능아***525000002021
5피플앤파트너스국제특허법률사무소사업화기획아***45000002021
6에이엠피 컨설팅사업화기획아***75000002021
7(주)나노전자제품성능아***495000002021
8한솔생명과학(주)제품성능칸*345000002021
9페이스스토리사업화기획칸*225000002021
위탁기관(수행기관)협약구분협약기업(수혜기업)협약금액(정부보조금 및 기업부담금)협약년도
128유한회사 아이플러스센터사업화기획브**37500002022
129(주)디티앤씨제품성능디******303750002022
130주식회사 지엠에스컨설팅사업화기획디******236250002022
131(주)대명창호남원공장제품성능신***281000002022
132다해디자인시장마케팅신***105000002022
133재단법인 한국알루미늄시험원제품성능신***150000002022
134한결테크사업화기획제품성능이***540000002022
135(주)원파워제품성능알**172125002022
136창조문화사제품성능알**224400002022
137(주)더글로벌케이시장마케팅알**143475002022