Overview

Dataset statistics

Number of variables4
Number of observations91
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.1 KiB
Average record size in memory34.5 B

Variable types

DateTime1
Text1
Categorical1
Numeric1

Dataset

DescriptionAPEC 21개 회원국과 구축된 네트워크를 기반으로 우리 기관 및 중소기업의 글로벌화 지원 및 산업협력기회 창출목적으로 구축된 APEC 중소기업혁신센터 홈페이지의 News Room 및 Archive 게시판에 등록된 자료의 첨부파일 정보
Author중소벤처기업진흥공단
URLhttps://www.data.go.kr/data/15071264/fileData.do

Reproduction

Analysis started2023-12-12 14:37:33.313765
Analysis finished2023-12-12 14:37:33.751145
Duration0.44 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

등록일
Date

Distinct21
Distinct (%)23.1%
Missing0
Missing (%)0.0%
Memory size860.0 B
Minimum2011-05-04 00:00:00
Maximum2022-12-06 00:00:00
2023-12-12T23:37:33.808356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:37:33.957499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)

제목
Text

Distinct89
Distinct (%)97.8%
Missing0
Missing (%)0.0%
Memory size860.0 B
2023-12-12T23:37:34.172392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length87
Median length69
Mean length49.978022
Min length9

Characters and Unicode

Total characters4548
Distinct characters65
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique87 ?
Unique (%)95.6%

Sample

1st row2022 APEC SME Innovation Forum with ESG Business Strategy _Pathom Chaiyapruksaton
2nd row2022 APEC SME Innovation Forum with ESG Business Strategy _Park SooWon
3rd row2022 APEC SME Innovation Forum with ESG Business Strategy _Shin SukHo
4th row2022 APEC SME Innovation Forum with ESG Business Strategy _Jirarot Pojanavaraphan
5th row2022 APEC SME Innovation Forum with ESG Business Strategy_Lim Wee Fong
ValueCountFrequency (%)
apec 56
 
9.0%
green 42
 
6.7%
workshop 42
 
6.7%
initiative 32
 
5.1%
with 28
 
4.5%
business 25
 
4.0%
sme 23
 
3.7%
forum 21
 
3.4%
innovation 18
 
2.9%
esg 16
 
2.6%
Other values (176) 321
51.4%
2023-12-12T23:37:34.557675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
535
 
11.8%
e 303
 
6.7%
n 288
 
6.3%
i 285
 
6.3%
o 248
 
5.5%
r 232
 
5.1%
t 205
 
4.5%
a 200
 
4.4%
s 181
 
4.0%
2 146
 
3.2%
Other values (55) 1925
42.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 2651
58.3%
Uppercase Letter 967
 
21.3%
Space Separator 535
 
11.8%
Decimal Number 305
 
6.7%
Connector Punctuation 78
 
1.7%
Dash Punctuation 7
 
0.2%
Other Punctuation 4
 
0.1%
Final Punctuation 1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 303
11.4%
n 288
10.9%
i 285
10.8%
o 248
9.4%
r 232
8.8%
t 205
7.7%
a 200
 
7.5%
s 181
 
6.8%
h 106
 
4.0%
u 91
 
3.4%
Other values (15) 512
19.3%
Uppercase Letter
ValueCountFrequency (%)
E 133
13.8%
C 107
11.1%
S 105
10.9%
P 86
8.9%
A 78
8.1%
G 67
 
6.9%
M 67
 
6.9%
I 65
 
6.7%
W 51
 
5.3%
B 39
 
4.0%
Other values (15) 169
17.5%
Decimal Number
ValueCountFrequency (%)
2 146
47.9%
0 81
26.6%
1 66
21.6%
9 3
 
1.0%
5 3
 
1.0%
3 2
 
0.7%
7 2
 
0.7%
8 1
 
0.3%
4 1
 
0.3%
Other Punctuation
ValueCountFrequency (%)
. 3
75.0%
: 1
 
25.0%
Space Separator
ValueCountFrequency (%)
535
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 78
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 3618
79.6%
Common 930
 
20.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 303
 
8.4%
n 288
 
8.0%
i 285
 
7.9%
o 248
 
6.9%
r 232
 
6.4%
t 205
 
5.7%
a 200
 
5.5%
s 181
 
5.0%
E 133
 
3.7%
C 107
 
3.0%
Other values (40) 1436
39.7%
Common
ValueCountFrequency (%)
535
57.5%
2 146
 
15.7%
0 81
 
8.7%
_ 78
 
8.4%
1 66
 
7.1%
- 7
 
0.8%
9 3
 
0.3%
5 3
 
0.3%
. 3
 
0.3%
3 2
 
0.2%
Other values (5) 6
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4547
> 99.9%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
535
 
11.8%
e 303
 
6.7%
n 288
 
6.3%
i 285
 
6.3%
o 248
 
5.5%
r 232
 
5.1%
t 205
 
4.5%
a 200
 
4.4%
s 181
 
4.0%
2 146
 
3.2%
Other values (54) 1924
42.3%
Punctuation
ValueCountFrequency (%)
’ 1
100.0%

유형
Categorical

Distinct4
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Memory size860.0 B
Workshop
43 
Seminar & Forum
31 
Photo
14 
Research
 
3

Length

Max length15
Median length8
Mean length9.9230769
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSeminar & Forum
2nd rowSeminar & Forum
3rd rowSeminar & Forum
4th rowSeminar & Forum
5th rowSeminar & Forum

Common Values

ValueCountFrequency (%)
Workshop 43
47.3%
Seminar & Forum 31
34.1%
Photo 14
 
15.4%
Research 3
 
3.3%

Length

2023-12-12T23:37:34.736026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:37:34.863636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
workshop 43
28.1%
seminar 31
20.3%
31
20.3%
forum 31
20.3%
photo 14
 
9.2%
research 3
 
2.0%

조회수
Real number (ℝ)

Distinct75
Distinct (%)82.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2056.2308
Minimum1
Maximum19654
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size951.0 B
2023-12-12T23:37:34.996096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.5
Q160
median366
Q3814
95-th percentile17153.5
Maximum19654
Range19653
Interquartile range (IQR)754

Descriptive statistics

Standard deviation4690.4212
Coefficient of variation (CV)2.2810772
Kurtosis7.5179088
Mean2056.2308
Median Absolute Deviation (MAD)347
Skewness2.9267442
Sum187117
Variance22000051
MonotonicityNot monotonic
2023-12-12T23:37:35.188215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
234 4
 
4.4%
2 4
 
4.4%
5 3
 
3.3%
19 3
 
3.3%
478 2
 
2.2%
6 2
 
2.2%
8 2
 
2.2%
4 2
 
2.2%
294 2
 
2.2%
20 2
 
2.2%
Other values (65) 65
71.4%
ValueCountFrequency (%)
1 1
 
1.1%
2 4
4.4%
3 1
 
1.1%
4 2
2.2%
5 3
3.3%
6 2
2.2%
8 2
2.2%
18 1
 
1.1%
19 3
3.3%
20 2
2.2%
ValueCountFrequency (%)
19654 1
1.1%
19374 1
1.1%
18422 1
1.1%
17800 1
1.1%
17406 1
1.1%
16901 1
1.1%
10625 1
1.1%
9413 1
1.1%
6715 1
1.1%
5066 1
1.1%

Interactions

2023-12-12T23:37:33.483412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T23:37:35.313621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
등록일제목유형조회수
등록일1.0001.0000.9500.877
제목1.0001.0000.0000.924
유형0.9500.0001.0000.772
조회수0.8770.9240.7721.000
2023-12-12T23:37:35.432629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
조회수유형
조회수1.0000.427
유형0.4271.000

Missing values

2023-12-12T23:37:33.612132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:37:33.702108image/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

등록일제목유형조회수
02022-12-062022 APEC SME Innovation Forum with ESG Business Strategy _Pathom ChaiyapruksatonSeminar & Forum106
12022-12-062022 APEC SME Innovation Forum with ESG Business Strategy _Park SooWonSeminar & Forum70
22022-12-062022 APEC SME Innovation Forum with ESG Business Strategy _Shin SukHoSeminar & Forum50
32022-12-062022 APEC SME Innovation Forum with ESG Business Strategy _Jirarot PojanavaraphanSeminar & Forum6
42022-12-062022 APEC SME Innovation Forum with ESG Business Strategy_Lim Wee FongSeminar & Forum5
52022-12-062022 APEC SME Innovation Forum with ESG Business Strategy_Kim JuHernSeminar & Forum6
62022-12-062022 APEC SME Innovation Forum with ESG Business Strategy_LIU TingSeminar & Forum2
72022-12-062022 APEC SME Innovation Forum with ESG Business Strategy_Kim YoungRokSeminar & Forum8
82022-12-062022 APEC SME Innovation Forum with ESG Business Strategy_Song KyungJinSeminar & Forum2
92022-12-062022 APEC SME Innovation Forum with ESG Business Strategy_TERRAZOS AGUILAR Ana GeorginaSeminar & Forum3
등록일제목유형조회수
812012-01-03Green Initiative Workshop 2011_JapanWorkshop362
822012-01-03Green Initiative Workshop 2011_IndonesiaWorkshop279
832012-01-03Green Initiative Workshop 2011_ChinaWorkshop294
842012-01-03Green Initiative Workshop 2011_BruneiWorkshop319
852012-01-03Green Initiative Workshop 2011_AustraliaWorkshop1078
862012-01-03The Green Initiative FrameworkWorkshop173
872012-01-03The Green Initiative FrameworkResearch596
882012-01-03APEC Green Initiative Workshop 2011 in ThailandPhoto3506
892011-11-21Green Initiative Interim ReportResearch601
902011-05-04The 2011 APEC SME Green Innovation ConferencePhoto844