Overview

Dataset statistics

Number of variables5
Number of observations56
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.4 KiB
Average record size in memory43.4 B

Variable types

Numeric1
Categorical1
Text2
DateTime1

Dataset

Description본 데이터는 "20년도부터 현재까지 한국환경산업기술원 홈페이지 언론보도 메뉴에 등록된 기사정보를 제공합니다. (언론사, 기사제목, 보도일자, 등록일, 본문URL)
Author한국환경산업기술원
URLhttps://www.data.go.kr/data/15087535/fileData.do

Alerts

게시판 has constant value ""Constant
순번 has unique valuesUnique
제목 has unique valuesUnique

Reproduction

Analysis started2023-12-12 23:05:37.037656
Analysis finished2023-12-12 23:05:37.591279
Duration0.55 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct56
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.5
Minimum1
Maximum56
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size636.0 B
2023-12-13T08:05:37.662304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.75
Q114.75
median28.5
Q342.25
95-th percentile53.25
Maximum56
Range55
Interquartile range (IQR)27.5

Descriptive statistics

Standard deviation16.309506
Coefficient of variation (CV)0.57226338
Kurtosis-1.2
Mean28.5
Median Absolute Deviation (MAD)14
Skewness0
Sum1596
Variance266
MonotonicityStrictly increasing
2023-12-13T08:05:37.799127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.8%
30 1
 
1.8%
32 1
 
1.8%
33 1
 
1.8%
34 1
 
1.8%
35 1
 
1.8%
36 1
 
1.8%
37 1
 
1.8%
38 1
 
1.8%
39 1
 
1.8%
Other values (46) 46
82.1%
ValueCountFrequency (%)
1 1
1.8%
2 1
1.8%
3 1
1.8%
4 1
1.8%
5 1
1.8%
6 1
1.8%
7 1
1.8%
8 1
1.8%
9 1
1.8%
10 1
1.8%
ValueCountFrequency (%)
56 1
1.8%
55 1
1.8%
54 1
1.8%
53 1
1.8%
52 1
1.8%
51 1
1.8%
50 1
1.8%
49 1
1.8%
48 1
1.8%
47 1
1.8%

게시판
Categorical

CONSTANT 

Distinct1
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size580.0 B
>열린경영>언론보도
56 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row>열린경영>언론보도
2nd row>열린경영>언론보도
3rd row>열린경영>언론보도
4th row>열린경영>언론보도
5th row>열린경영>언론보도

Common Values

ValueCountFrequency (%)
>열린경영>언론보도 56
100.0%

Length

2023-12-13T08:05:37.939769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T08:05:38.029600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
열린경영>언론보도 56
100.0%

제목
Text

UNIQUE 

Distinct56
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size580.0 B
2023-12-13T08:05:38.314212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length59
Median length48
Mean length42.821429
Min length29

Characters and Unicode

Total characters2398
Distinct characters331
Distinct categories12 ?
Distinct scripts4 ?
Distinct blocks6 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique56 ?
Unique (%)100.0%

Sample

1st row[파이낸셜뉴스] (2021 대한민국 국토대전) 에너지 스스로 만들어내는 '녹색청사' (7.15)
2nd row[머니투데이] (기고) 매력적 사업 '개도국 환경개선' (7.7)
3rd row[헤럴드경제] 친환경 녹색전환 이끄는 길… 어디든 간다 '탄소중립맨' (7.2)
4th row[매일경제TV] (경세제민 촉) 환경솔루션으로 미래를 열다 (6.15)
5th row[아주경제] 폐플라스틱 열분해 기술 첫 인증...플라스틱 재활용 활성화 속도 (5.24)
ValueCountFrequency (%)
헤럴드경제 8
 
1.8%
한국환경산업기술원 7
 
1.6%
매일경제 6
 
1.4%
지원 5
 
1.1%
전자신문 5
 
1.1%
환경산업기술원 5
 
1.1%
환경부 5
 
1.1%
기고 5
 
1.1%
탄소중립 4
 
0.9%
파이낸셜뉴스 4
 
0.9%
Other values (333) 382
87.6%
2023-12-13T08:05:38.808174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
380
 
15.8%
경 76
 
3.2%
. 66
 
2.8%
( 62
 
2.6%
) 62
 
2.6%
[ 61
 
2.5%
] 61
 
2.5%
1 50
 
2.1%
기 50
 
2.1%
2 48
 
2.0%
Other values (321) 1482
61.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1367
57.0%
Space Separator 380
 
15.8%
Decimal Number 221
 
9.2%
Other Punctuation 129
 
5.4%
Open Punctuation 123
 
5.1%
Close Punctuation 123
 
5.1%
Lowercase Letter 25
 
1.0%
Uppercase Letter 14
 
0.6%
Final Punctuation 5
 
0.2%
Initial Punctuation 5
 
0.2%
Other values (2) 6
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 76
 
5.6%
기 50
 
3.7%
환 47
 
3.4%
업 42
 
3.1%
제 40
 
2.9%
원 35
 
2.6%
산 27
 
2.0%
이 21
 
1.5%
술 21
 
1.5%
국 21
 
1.5%
Other values (271) 987
72.2%
Lowercase Letter
ValueCountFrequency (%)
i 4
16.0%
o 3
12.0%
e 3
12.0%
c 2
8.0%
s 2
8.0%
l 2
8.0%
t 2
8.0%
d 1
 
4.0%
a 1
 
4.0%
u 1
 
4.0%
Other values (4) 4
16.0%
Decimal Number
ValueCountFrequency (%)
1 50
22.6%
2 48
21.7%
4 21
9.5%
3 19
 
8.6%
0 18
 
8.1%
7 17
 
7.7%
5 16
 
7.2%
9 11
 
5.0%
8 11
 
5.0%
6 10
 
4.5%
Uppercase Letter
ValueCountFrequency (%)
T 3
21.4%
V 2
14.3%
R 2
14.3%
K 2
14.3%
D 1
 
7.1%
E 1
 
7.1%
A 1
 
7.1%
O 1
 
7.1%
B 1
 
7.1%
Other Punctuation
ValueCountFrequency (%)
. 66
51.2%
' 27
20.9%
, 23
 
17.8%
… 8
 
6.2%
· 4
 
3.1%
% 1
 
0.8%
Open Punctuation
ValueCountFrequency (%)
( 62
50.4%
[ 61
49.6%
Close Punctuation
ValueCountFrequency (%)
) 62
50.4%
] 61
49.6%
Final Punctuation
ValueCountFrequency (%)
’ 3
60.0%
” 2
40.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 3
60.0%
“ 2
40.0%
Space Separator
ValueCountFrequency (%)
380
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1357
56.6%
Common 992
41.4%
Latin 39
 
1.6%
Han 10
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 76
 
5.6%
기 50
 
3.7%
환 47
 
3.5%
업 42
 
3.1%
제 40
 
2.9%
원 35
 
2.6%
산 27
 
2.0%
이 21
 
1.5%
술 21
 
1.5%
국 21
 
1.5%
Other values (264) 977
72.0%
Common
ValueCountFrequency (%)
380
38.3%
. 66
 
6.7%
( 62
 
6.2%
) 62
 
6.2%
[ 61
 
6.1%
] 61
 
6.1%
1 50
 
5.0%
2 48
 
4.8%
' 27
 
2.7%
, 23
 
2.3%
Other values (17) 152
 
15.3%
Latin
ValueCountFrequency (%)
i 4
 
10.3%
o 3
 
7.7%
T 3
 
7.7%
e 3
 
7.7%
V 2
 
5.1%
R 2
 
5.1%
K 2
 
5.1%
c 2
 
5.1%
s 2
 
5.1%
l 2
 
5.1%
Other values (13) 14
35.9%
Han
ValueCountFrequency (%)
中 3
30.0%
企 2
20.0%
印 1
 
10.0%
尼 1
 
10.0%
前 1
 
10.0%
兆 1
 
10.0%
年 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1357
56.6%
ASCII 1009
42.1%
Punctuation 18
 
0.8%
CJK 9
 
0.4%
None 4
 
0.2%
CJK Compat Ideographs 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
380
37.7%
. 66
 
6.5%
( 62
 
6.1%
) 62
 
6.1%
[ 61
 
6.0%
] 61
 
6.0%
1 50
 
5.0%
2 48
 
4.8%
' 27
 
2.7%
, 23
 
2.3%
Other values (34) 169
16.7%
Hangul
ValueCountFrequency (%)
경 76
 
5.6%
기 50
 
3.7%
환 47
 
3.5%
업 42
 
3.1%
제 40
 
2.9%
원 35
 
2.6%
산 27
 
2.0%
이 21
 
1.5%
술 21
 
1.5%
국 21
 
1.5%
Other values (264) 977
72.0%
Punctuation
ValueCountFrequency (%)
… 8
44.4%
’ 3
 
16.7%
‘ 3
 
16.7%
” 2
 
11.1%
“ 2
 
11.1%
None
ValueCountFrequency (%)
· 4
100.0%
CJK
ValueCountFrequency (%)
中 3
33.3%
企 2
22.2%
印 1
 
11.1%
尼 1
 
11.1%
前 1
 
11.1%
兆 1
 
11.1%
CJK Compat Ideographs
ValueCountFrequency (%)
年 1
100.0%

등록일
Date

Distinct32
Distinct (%)57.1%
Missing0
Missing (%)0.0%
Memory size580.0 B
Minimum2020-01-16 00:00:00
Maximum2021-07-15 00:00:00
2023-12-13T08:05:39.012475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T08:05:39.206666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)

본문링크(URL)
Text

Distinct55
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Memory size580.0 B
2023-12-13T08:05:39.557868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length110
Median length68
Mean length53.285714
Min length37

Characters and Unicode

Total characters2984
Distinct characters57
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique54 ?
Unique (%)96.4%

Sample

1st rowhttps://www.fnnews.com/news/202107141740389143
2nd rowhttps://news.mt.co.kr/mtview.phpno=2021070518154229503
3rd rowhttp://news.heraldcorp.com/view.phpud=20210702000410
4th rowhttps://www.youtube.com/watchv=KrK4w5IhcoQ
5th rowhttps://www.ajunews.com/view/20210521102225019
ValueCountFrequency (%)
https://news.mt.co.kr/mtview.phpno=2020082516304230179 2
 
3.6%
https://www.donga.com/news/article/all/20201117/104019769/1 1
 
1.8%
http://www.donga.com/news/article/all/20200414/100640383/1 1
 
1.8%
https://www.seoul.co.kr/news/newsview.phpid=20200922025013&wlog_tag3=naver 1
 
1.8%
http://www.naeil.com/news_view/id_art=355274 1
 
1.8%
https://go.seoul.co.kr/news/newsview.phpid=20200729011016&wlog_tag3=naver 1
 
1.8%
https://www.donga.com/news/article/all/20200725/102150562/1 1
 
1.8%
https://www.mk.co.kr/news/special-edition/view/2020/07/722430 1
 
1.8%
https://www.asiae.co.kr/article/2020071416131297044 1
 
1.8%
http://news.heraldcorp.com/view.phpud=20200519000544 1
 
1.8%
Other values (45) 45
80.4%
2023-12-13T08:05:40.240538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
/ 250
 
8.4%
0 217
 
7.3%
w 207
 
6.9%
2 166
 
5.6%
t 165
 
5.5%
. 154
 
5.2%
e 150
 
5.0%
1 121
 
4.1%
s 119
 
4.0%
p 106
 
3.6%
Other values (47) 1329
44.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1630
54.6%
Decimal Number 813
27.2%
Other Punctuation 469
 
15.7%
Math Symbol 34
 
1.1%
Uppercase Letter 23
 
0.8%
Connector Punctuation 10
 
0.3%
Dash Punctuation 5
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
w 207
12.7%
t 165
 
10.1%
e 150
 
9.2%
s 119
 
7.3%
p 106
 
6.5%
o 106
 
6.5%
n 96
 
5.9%
c 96
 
5.9%
h 88
 
5.4%
i 80
 
4.9%
Other values (14) 417
25.6%
Uppercase Letter
ValueCountFrequency (%)
V 4
17.4%
I 3
13.0%
N 2
 
8.7%
K 2
 
8.7%
M 2
 
8.7%
P 1
 
4.3%
C 1
 
4.3%
L 1
 
4.3%
Q 1
 
4.3%
H 1
 
4.3%
Other values (5) 5
21.7%
Decimal Number
ValueCountFrequency (%)
0 217
26.7%
2 166
20.4%
1 121
14.9%
4 65
 
8.0%
3 61
 
7.5%
7 47
 
5.8%
5 42
 
5.2%
6 33
 
4.1%
9 31
 
3.8%
8 30
 
3.7%
Other Punctuation
ValueCountFrequency (%)
/ 250
53.3%
. 154
32.8%
: 56
 
11.9%
& 8
 
1.7%
# 1
 
0.2%
Math Symbol
ValueCountFrequency (%)
= 34
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 10
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1653
55.4%
Common 1331
44.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
w 207
12.5%
t 165
 
10.0%
e 150
 
9.1%
s 119
 
7.2%
p 106
 
6.4%
o 106
 
6.4%
n 96
 
5.8%
c 96
 
5.8%
h 88
 
5.3%
i 80
 
4.8%
Other values (29) 440
26.6%
Common
ValueCountFrequency (%)
/ 250
18.8%
0 217
16.3%
2 166
12.5%
. 154
11.6%
1 121
9.1%
4 65
 
4.9%
3 61
 
4.6%
: 56
 
4.2%
7 47
 
3.5%
5 42
 
3.2%
Other values (8) 152
11.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2984
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
/ 250
 
8.4%
0 217
 
7.3%
w 207
 
6.9%
2 166
 
5.6%
t 165
 
5.5%
. 154
 
5.2%
e 150
 
5.0%
1 121
 
4.1%
s 119
 
4.0%
p 106
 
3.6%
Other values (47) 1329
44.5%

Interactions

2023-12-13T08:05:37.349482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T08:05:40.413552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번제목등록일본문링크(URL)
순번1.0001.0000.9631.000
제목1.0001.0001.0001.000
등록일0.9631.0001.0001.000
본문링크(URL)1.0001.0001.0001.000

Missing values

2023-12-13T08:05:37.449522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T08:05:37.556182image/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

순번게시판제목등록일본문링크(URL)
01>열린경영>언론보도[파이낸셜뉴스] (2021 대한민국 국토대전) 에너지 스스로 만들어내는 '녹색청사' (7.15)2021-07-15https://www.fnnews.com/news/202107141740389143
12>열린경영>언론보도[머니투데이] (기고) 매력적 사업 '개도국 환경개선' (7.7)2021-07-07https://news.mt.co.kr/mtview.phpno=2021070518154229503
23>열린경영>언론보도[헤럴드경제] 친환경 녹색전환 이끄는 길… 어디든 간다 '탄소중립맨' (7.2)2021-07-02http://news.heraldcorp.com/view.phpud=20210702000410
34>열린경영>언론보도[매일경제TV] (경세제민 촉) 환경솔루션으로 미래를 열다 (6.15)2021-06-15https://www.youtube.com/watchv=KrK4w5IhcoQ
45>열린경영>언론보도[아주경제] 폐플라스틱 열분해 기술 첫 인증...플라스틱 재활용 활성화 속도 (5.24)2021-05-24https://www.ajunews.com/view/20210521102225019
56>열린경영>언론보도[중앙일보] (사진) 탄소중립, 같이 해요 (5.13)2021-05-13https://news.joins.com/article/24056122
67>열린경영>언론보도[한국경제] 한국환경산업기술원, 탄소중립 실천 '대국민 캠페인' 추진 (4.28)2021-04-29https://www.hankyung.com/economy/article/2021042795781
78>열린경영>언론보도[아리랑TV] [BizTech KOREA] K-eco digital solutions (4.28)2021-04-29https://www.youtube.com/watchv=MLxCM27PIj4
89>열린경영>언론보도[헤럴드경제] 가습기살균제 피해자에 소송비 지원 (4.26)2021-04-26http://news.heraldcorp.com/view.phpud=20210426000628
910>열린경영>언론보도[매일경제] 환경부, 생활화학제품 검사비 지원…390개 中企 돕는다 (4.19)2021-04-20https://www.mk.co.kr/news/economy/view/2021/04/372155/
순번게시판제목등록일본문링크(URL)
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