Overview

Dataset statistics

Number of variables3
Number of observations24
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory732.0 B
Average record size in memory30.5 B

Variable types

Categorical2
Text1

Dataset

Description중소기업기술정보진흥원이 지원하고 있는 기술개발 지원사업별 지원규모, 신청자격, 사업내용, 추진절차 등 전반적인 정보를 제공합니다.
Author중소기업기술정보진흥원
URLhttps://www.data.go.kr/data/15038465/fileData.do

Alerts

연도 has constant value ""Constant
링크 has constant value ""Constant
동영상 강의명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 06:26:42.302769
Analysis finished2023-12-12 06:26:42.548977
Duration0.25 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023
24 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 24
100.0%

Length

2023-12-12T15:26:42.639018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:26:42.742034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 24
100.0%

동영상 강의명
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-12T15:26:42.959094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length20.5
Mean length18.375
Min length8

Characters and Unicode

Total characters441
Distinct characters150
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

Unique24 ?
Unique (%)100.0%

Sample

1st row국가연구개발혁신법 시행에 따른 변경사항
2nd row중소벤처기업부 중소기업기술개발지원사업
3rd row중소기업 기술로드맵
4th row창업성장기술개발사업
5th row기술혁신개발사업
ValueCountFrequency (%)
기술개발 6
 
8.2%
중소기업 2
 
2.7%
r&d 2
 
2.7%
글로벌 2
 
2.7%
있는 2
 
2.7%
사업은 2
 
2.7%
플랫폼 1
 
1.4%
기술개발(생활혁신개발과제 1
 
1.4%
인증/규격 1
 
1.4%
적합제품 1
 
1.4%
Other values (53) 53
72.6%
2023-12-12T15:26:43.423401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
49
 
11.1%
기 29
 
6.6%
개 19
 
4.3%
업 19
 
4.3%
술 18
 
4.1%
발 18
 
4.1%
소 10
 
2.3%
화 8
 
1.8%
중 8
 
1.8%
사 8
 
1.8%
Other values (140) 255
57.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 344
78.0%
Space Separator 49
 
11.1%
Uppercase Letter 18
 
4.1%
Lowercase Letter 14
 
3.2%
Other Punctuation 10
 
2.3%
Dash Punctuation 4
 
0.9%
Close Punctuation 1
 
0.2%
Open Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 29
 
8.4%
개 19
 
5.5%
업 19
 
5.5%
술 18
 
5.2%
발 18
 
5.2%
소 10
 
2.9%
화 8
 
2.3%
중 8
 
2.3%
사 8
 
2.3%
제 7
 
2.0%
Other values (115) 200
58.1%
Lowercase Letter
ValueCountFrequency (%)
o 2
14.3%
l 2
14.3%
e 2
14.3%
g 1
7.1%
d 1
7.1%
i 1
7.1%
r 1
7.1%
h 1
7.1%
c 1
7.1%
b 1
7.1%
Uppercase Letter
ValueCountFrequency (%)
D 6
33.3%
R 6
33.3%
C 2
 
11.1%
T 2
 
11.1%
I 1
 
5.6%
B 1
 
5.6%
Other Punctuation
ValueCountFrequency (%)
& 6
60.0%
? 2
 
20.0%
/ 1
 
10.0%
· 1
 
10.0%
Space Separator
ValueCountFrequency (%)
49
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 344
78.0%
Common 65
 
14.7%
Latin 32
 
7.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 29
 
8.4%
개 19
 
5.5%
업 19
 
5.5%
술 18
 
5.2%
발 18
 
5.2%
소 10
 
2.9%
화 8
 
2.3%
중 8
 
2.3%
사 8
 
2.3%
제 7
 
2.0%
Other values (115) 200
58.1%
Latin
ValueCountFrequency (%)
D 6
18.8%
R 6
18.8%
C 2
 
6.2%
o 2
 
6.2%
l 2
 
6.2%
e 2
 
6.2%
T 2
 
6.2%
I 1
 
3.1%
g 1
 
3.1%
d 1
 
3.1%
Other values (7) 7
21.9%
Common
ValueCountFrequency (%)
49
75.4%
& 6
 
9.2%
- 4
 
6.2%
? 2
 
3.1%
) 1
 
1.5%
/ 1
 
1.5%
( 1
 
1.5%
· 1
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 344
78.0%
ASCII 96
 
21.8%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
49
51.0%
D 6
 
6.2%
& 6
 
6.2%
R 6
 
6.2%
- 4
 
4.2%
C 2
 
2.1%
o 2
 
2.1%
l 2
 
2.1%
e 2
 
2.1%
T 2
 
2.1%
Other values (14) 15
 
15.6%
Hangul
ValueCountFrequency (%)
기 29
 
8.4%
개 19
 
5.5%
업 19
 
5.5%
술 18
 
5.2%
발 18
 
5.2%
소 10
 
2.9%
화 8
 
2.3%
중 8
 
2.3%
사 8
 
2.3%
제 7
 
2.0%
Other values (115) 200
58.1%
None
ValueCountFrequency (%)
· 1
100.0%

링크
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
https://www.smtech.go.kr/front/csg/om/manual03_list.do
24 

Length

Max length54
Median length54
Mean length54
Min length54

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttps://www.smtech.go.kr/front/csg/om/manual03_list.do
2nd rowhttps://www.smtech.go.kr/front/csg/om/manual03_list.do
3rd rowhttps://www.smtech.go.kr/front/csg/om/manual03_list.do
4th rowhttps://www.smtech.go.kr/front/csg/om/manual03_list.do
5th rowhttps://www.smtech.go.kr/front/csg/om/manual03_list.do

Common Values

ValueCountFrequency (%)
https://www.smtech.go.kr/front/csg/om/manual03_list.do 24
100.0%

Length

2023-12-12T15:26:43.645876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T15:26:43.757810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
https://www.smtech.go.kr/front/csg/om/manual03_list.do 24
100.0%

Missing values

2023-12-12T15:26:42.417314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:26:42.508570image/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

연도동영상 강의명링크
02023국가연구개발혁신법 시행에 따른 변경사항https://www.smtech.go.kr/front/csg/om/manual03_list.do
12023중소벤처기업부 중소기업기술개발지원사업https://www.smtech.go.kr/front/csg/om/manual03_list.do
22023중소기업 기술로드맵https://www.smtech.go.kr/front/csg/om/manual03_list.do
32023창업성장기술개발사업https://www.smtech.go.kr/front/csg/om/manual03_list.do
42023기술혁신개발사업https://www.smtech.go.kr/front/csg/om/manual03_list.do
52023구매나 투자의향이 있는 제품의 기술개발을 지원해주는 사업은?https://www.smtech.go.kr/front/csg/om/manual03_list.do
62023타 중소기업과의 협력을 통해 기술개발에서 사업화까지 할 수 있는 사업은?https://www.smtech.go.kr/front/csg/om/manual03_list.do
72023산학연Collabo R&Dhttps://www.smtech.go.kr/front/csg/om/manual03_list.do
82023Tech-Bridge활용 상용화기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
92023중소기업 기술사업화역량강화-시장친화형기능개선https://www.smtech.go.kr/front/csg/om/manual03_list.do
연도동영상 강의명링크
142023미세먼저 저감 실용화 기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
152023중소기업R&D역량제고-R&D기획지원https://www.smtech.go.kr/front/csg/om/manual03_list.do
162023중소기업R&D역량제고-맞춤형기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
172023소상공인·자엉업자를 위한 생활혁신형 기술개발(생활혁신개발과제)https://www.smtech.go.kr/front/csg/om/manual03_list.do
182023글로벌 창업기업 기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
192023제조중소기업 글로벌 역량강화https://www.smtech.go.kr/front/csg/om/manual03_list.do
202023현장수요 맞춤형 방역물품 기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
212023소재부품장비 전략협력기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
222023제조데이터 공동활용 플랫폼 기술개발https://www.smtech.go.kr/front/csg/om/manual03_list.do
232023스마트서비스 ICT 솔루션 개발https://www.smtech.go.kr/front/csg/om/manual03_list.do