Overview

Dataset statistics

Number of variables3
Number of observations703
Missing cells0
Missing cells (%)0.0%
Duplicate rows1
Duplicate rows (%)0.1%
Total size in memory16.6 KiB
Average record size in memory24.2 B

Variable types

Text2
DateTime1

Dataset

Description중소벤처기업부 및 창업진흥원이 운영하는 메이크올 사이트에서 사용자들이 나중에 다시 보기위한 콘텐츠로 스크랩한 정보. 제목, url, 등록일
Author창업진흥원
URLhttps://www.data.go.kr/data/15088123/fileData.do

Alerts

Dataset has 1 (0.1%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 01:24:59.635361
Analysis finished2023-12-12 01:25:00.184084
Duration0.55 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

제목
Text

Distinct448
Distinct (%)63.7%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
2023-12-12T10:25:00.439561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length52
Median length38
Mean length23.59175
Min length3

Characters and Unicode

Total characters16585
Distinct characters588
Distinct categories15 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique305 ?
Unique (%)43.4%

Sample

1st row할수 있다 배울수 있다 반응형 웹 사이트 1:1개인수업
2nd row연세대 프로그래밍 동아리와 함께하는 SW코딩캠프
3rd rowDIY 블루투스 스피커 만들기
4th row내 사진으로 만든 입체 무드등
5th row디자인, 기능 모두 담다. 레고처럼 쌓을 수 있는 '스텍업 블록 보틀'
ValueCountFrequency (%)
만들기 99
 
2.8%
교육 69
 
1.9%
메이커 60
 
1.7%
53
 
1.5%
공모전 37
 
1.0%
3d프린터 36
 
1.0%
활용한 34
 
1.0%
2019 33
 
0.9%
아이디어 31
 
0.9%
2018 30
 
0.8%
Other values (1248) 3070
86.4%
2023-12-12T10:25:00.981809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2855
 
17.2%
이 436
 
2.6%
스 267
 
1.6%
기 265
 
1.6%
1 211
 
1.3%
0 205
 
1.2%
교 203
 
1.2%
커 201
 
1.2%
2 197
 
1.2%
로 180
 
1.1%
Other values (578) 11565
69.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 10366
62.5%
Space Separator 2855
 
17.2%
Decimal Number 954
 
5.8%
Uppercase Letter 847
 
5.1%
Lowercase Letter 694
 
4.2%
Close Punctuation 294
 
1.8%
Open Punctuation 292
 
1.8%
Other Punctuation 182
 
1.1%
Dash Punctuation 55
 
0.3%
Math Symbol 20
 
0.1%
Other values (5) 26
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 436
 
4.2%
스 267
 
2.6%
기 265
 
2.6%
교 203
 
2.0%
커 201
 
1.9%
로 180
 
1.7%
메 175
 
1.7%
터 173
 
1.7%
프 169
 
1.6%
트 151
 
1.5%
Other values (493) 8146
78.6%
Uppercase Letter
ValueCountFrequency (%)
D 150
17.7%
A 70
 
8.3%
E 64
 
7.6%
I 53
 
6.3%
M 53
 
6.3%
S 49
 
5.8%
R 43
 
5.1%
C 43
 
5.1%
T 42
 
5.0%
O 29
 
3.4%
Other values (13) 251
29.6%
Lowercase Letter
ValueCountFrequency (%)
e 90
13.0%
a 77
11.1%
o 74
10.7%
r 64
9.2%
i 54
 
7.8%
n 44
 
6.3%
t 42
 
6.1%
s 34
 
4.9%
l 29
 
4.2%
k 29
 
4.2%
Other values (13) 157
22.6%
Decimal Number
ValueCountFrequency (%)
1 211
22.1%
0 205
21.5%
2 197
20.6%
3 151
15.8%
8 54
 
5.7%
6 52
 
5.5%
9 50
 
5.2%
4 19
 
2.0%
5 8
 
0.8%
7 7
 
0.7%
Other Punctuation
ValueCountFrequency (%)
, 60
33.0%
& 25
13.7%
! 22
 
12.1%
: 21
 
11.5%
/ 19
 
10.4%
. 14
 
7.7%
? 9
 
4.9%
· 6
 
3.3%
' 4
 
2.2%
* 2
 
1.1%
Close Punctuation
ValueCountFrequency (%)
] 165
56.1%
) 121
41.2%
】 5
 
1.7%
」 3
 
1.0%
Open Punctuation
ValueCountFrequency (%)
[ 164
56.2%
( 120
41.1%
【 5
 
1.7%
「 3
 
1.0%
Math Symbol
ValueCountFrequency (%)
~ 13
65.0%
> 3
 
15.0%
< 3
 
15.0%
+ 1
 
5.0%
Space Separator
ValueCountFrequency (%)
2855
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 55
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 10
100.0%
Initial Punctuation
ValueCountFrequency (%)
‘ 6
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 6
100.0%
Modifier Symbol
ValueCountFrequency (%)
` 2
100.0%
Letter Number
ValueCountFrequency (%)
Ⅳ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 10366
62.5%
Common 4676
28.2%
Latin 1543
 
9.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 436
 
4.2%
스 267
 
2.6%
기 265
 
2.6%
교 203
 
2.0%
커 201
 
1.9%
로 180
 
1.7%
메 175
 
1.7%
터 173
 
1.7%
프 169
 
1.6%
트 151
 
1.5%
Other values (493) 8146
78.6%
Latin
ValueCountFrequency (%)
D 150
 
9.7%
e 90
 
5.8%
a 77
 
5.0%
o 74
 
4.8%
A 70
 
4.5%
r 64
 
4.1%
E 64
 
4.1%
i 54
 
3.5%
I 53
 
3.4%
M 53
 
3.4%
Other values (37) 794
51.5%
Common
ValueCountFrequency (%)
2855
61.1%
1 211
 
4.5%
0 205
 
4.4%
2 197
 
4.2%
] 165
 
3.5%
[ 164
 
3.5%
3 151
 
3.2%
) 121
 
2.6%
( 120
 
2.6%
, 60
 
1.3%
Other values (28) 427
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 10366
62.5%
ASCII 6183
37.3%
None 22
 
0.1%
Punctuation 12
 
0.1%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2855
46.2%
1 211
 
3.4%
0 205
 
3.3%
2 197
 
3.2%
] 165
 
2.7%
[ 164
 
2.7%
3 151
 
2.4%
D 150
 
2.4%
) 121
 
2.0%
( 120
 
1.9%
Other values (67) 1844
29.8%
Hangul
ValueCountFrequency (%)
이 436
 
4.2%
스 267
 
2.6%
기 265
 
2.6%
교 203
 
2.0%
커 201
 
1.9%
로 180
 
1.7%
메 175
 
1.7%
터 173
 
1.7%
프 169
 
1.6%
트 151
 
1.5%
Other values (493) 8146
78.6%
None
ValueCountFrequency (%)
· 6
27.3%
】 5
22.7%
【 5
22.7%
「 3
13.6%
」 3
13.6%
Punctuation
ValueCountFrequency (%)
‘ 6
50.0%
’ 6
50.0%
Number Forms
ValueCountFrequency (%)
Ⅳ 2
100.0%

url
Text

Distinct527
Distinct (%)75.0%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
2023-12-12T10:25:01.269847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length221
Median length157
Mean length99.241821
Min length66

Characters and Unicode

Total characters69767
Distinct characters86
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique425 ?
Unique (%)60.5%

Sample

1st rowhttps://www.makeall.com/act/eventview.php?tsort=1&msort=6&s_event_type=&s_key=&s_type=&no=888&page=1
2nd rowhttps://www.makeall.com/act/eventview.php?tsort=1&msort=6&s_event_type=&s_key=&s_type=&no=886&page=1
3rd rowhttps://www.makeall.com/act/eventview.php?tsort=1&msort=6&s_event_type=3&s_key=&s_type=&no=887&page=1
4th rowhttps://www.makeall.com/shop/shopview.php?tsort=2&msort=&s_key=&s_type=&no=14&page=1
5th rowhttps://www.makeall.com/shop/shopview.php?tsort=2&msort=&s_key=&s_type=&no=13&page=1
ValueCountFrequency (%)
https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=4831&page=1 17
 
2.4%
https://www.makeall.com/reservation/subjects.php?tort=4&msort=&space_no=1702&type=educations 8
 
1.1%
https://www.makeall.com/reservation/subjects.php?tort=4&msort=&space_no=1724&type=educations 7
 
1.0%
https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5232&page=1 6
 
0.9%
https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5231&page=1 6
 
0.9%
https://www.makeall.com/com/manualview.php?tsort=2&msort=11&s_key=&s_type=&s_type2=&no=5093&page=1 6
 
0.9%
https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=4632&page=1 5
 
0.7%
https://www.makeall.com/reservation/subjects.php?tort=4&msort=&space_no=1704&type=educations 5
 
0.7%
https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5244&page=1 4
 
0.6%
https://www.makeall.com/reservation/subjects.php?tort=4&msort=&space_no=1722&type=events 4
 
0.6%
Other values (518) 636
90.3%
2023-12-12T10:25:01.860301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
t 6484
 
9.3%
e 6079
 
8.7%
= 4711
 
6.8%
s 4292
 
6.2%
p 4110
 
5.9%
& 4008
 
5.7%
o 3210
 
4.6%
a 3053
 
4.4%
/ 2770
 
4.0%
w 2712
 
3.9%
Other values (76) 28338
40.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 47455
68.0%
Other Punctuation 10273
 
14.7%
Decimal Number 4862
 
7.0%
Math Symbol 4711
 
6.8%
Connector Punctuation 2396
 
3.4%
Other Letter 69
 
0.1%
Space Separator 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 6
 
8.7%
램 4
 
5.8%
저 4
 
5.8%
레 4
 
5.8%
프 4
 
5.8%
드 3
 
4.3%
커 3
 
4.3%
메 3
 
4.3%
터 2
 
2.9%
유 1
 
1.4%
Other values (35) 35
50.7%
Lowercase Letter
ValueCountFrequency (%)
t 6484
13.7%
e 6079
12.8%
s 4292
 
9.0%
p 4110
 
8.7%
o 3210
 
6.8%
a 3053
 
6.4%
w 2712
 
5.7%
m 2477
 
5.2%
n 1962
 
4.1%
y 1935
 
4.1%
Other values (13) 11141
23.5%
Decimal Number
ValueCountFrequency (%)
1 1690
34.8%
2 639
 
13.1%
5 633
 
13.0%
4 425
 
8.7%
3 350
 
7.2%
8 257
 
5.3%
0 247
 
5.1%
6 217
 
4.5%
9 214
 
4.4%
7 190
 
3.9%
Other Punctuation
ValueCountFrequency (%)
& 4008
39.0%
/ 2770
27.0%
. 2088
20.3%
? 704
 
6.9%
: 703
 
6.8%
Math Symbol
ValueCountFrequency (%)
= 4711
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 2396
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 47455
68.0%
Common 22243
31.9%
Hangul 69
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 6
 
8.7%
램 4
 
5.8%
저 4
 
5.8%
레 4
 
5.8%
프 4
 
5.8%
드 3
 
4.3%
커 3
 
4.3%
메 3
 
4.3%
터 2
 
2.9%
유 1
 
1.4%
Other values (35) 35
50.7%
Latin
ValueCountFrequency (%)
t 6484
13.7%
e 6079
12.8%
s 4292
 
9.0%
p 4110
 
8.7%
o 3210
 
6.8%
a 3053
 
6.4%
w 2712
 
5.7%
m 2477
 
5.2%
n 1962
 
4.1%
y 1935
 
4.1%
Other values (13) 11141
23.5%
Common
ValueCountFrequency (%)
= 4711
21.2%
& 4008
18.0%
/ 2770
12.5%
_ 2396
10.8%
. 2088
9.4%
1 1690
 
7.6%
? 704
 
3.2%
: 703
 
3.2%
2 639
 
2.9%
5 633
 
2.8%
Other values (8) 1901
8.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 69698
99.9%
Hangul 69
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 6484
 
9.3%
e 6079
 
8.7%
= 4711
 
6.8%
s 4292
 
6.2%
p 4110
 
5.9%
& 4008
 
5.8%
o 3210
 
4.6%
a 3053
 
4.4%
/ 2770
 
4.0%
w 2712
 
3.9%
Other values (31) 28269
40.6%
Hangul
ValueCountFrequency (%)
이 6
 
8.7%
램 4
 
5.8%
저 4
 
5.8%
레 4
 
5.8%
프 4
 
5.8%
드 3
 
4.3%
커 3
 
4.3%
메 3
 
4.3%
터 2
 
2.9%
유 1
 
1.4%
Other values (35) 35
50.7%

등록일
Date

Distinct665
Distinct (%)94.6%
Missing0
Missing (%)0.0%
Memory size5.6 KiB
Minimum2018-01-02 16:37:00
Maximum2020-12-25 13:44:00
2023-12-12T10:25:02.060993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:25:02.262320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Missing values

2023-12-12T10:25:00.053889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T10:25:00.139820image/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

제목url등록일
0할수 있다 배울수 있다 반응형 웹 사이트 1:1개인수업https://www.makeall.com/act/eventview.php?tsort=1&msort=6&s_event_type=&s_key=&s_type=&no=888&page=12018-01-02 16:37
1연세대 프로그래밍 동아리와 함께하는 SW코딩캠프https://www.makeall.com/act/eventview.php?tsort=1&msort=6&s_event_type=&s_key=&s_type=&no=886&page=12018-01-02 16:37
2DIY 블루투스 스피커 만들기https://www.makeall.com/act/eventview.php?tsort=1&msort=6&s_event_type=3&s_key=&s_type=&no=887&page=12018-01-02 16:37
3내 사진으로 만든 입체 무드등https://www.makeall.com/shop/shopview.php?tsort=2&msort=&s_key=&s_type=&no=14&page=12018-01-02 16:37
4디자인, 기능 모두 담다. 레고처럼 쌓을 수 있는 '스텍업 블록 보틀'https://www.makeall.com/shop/shopview.php?tsort=2&msort=&s_key=&s_type=&no=13&page=12018-01-02 16:37
5마블 공기청청기https://www.makeall.com/shop/shopview.php?tsort=2&msort=&s_key=&s_type=&no=12&page=12018-01-02 16:37
6프로젝트명https://www.makeall.com/network/projectview.php?tsort=3&msort=8&s_key=&s_type=project_name&no=7&page=1&category=&v_cnt=12018-01-02 16:38
7미디어아트를 쉽게 접할 수 있는 아트트럭 프로젝트https://www.makeall.com/com/manualview.php?tsort=5&msort=11&s_key=&s_type=&no=6&page=12018-01-02 16:38
8내 손으로 직접 만드는 무드 등, 페이퍼 무드 등 만들기https://www.makeall.com/com/manual2view.php?tsort=5&msort=11&s_key=&s_type=&no=221&page=12018-01-02 16:38
9DIY 블루투스 스피커 만들기https://www.makeall.com/com/manual2view.php?tsort=5&msort=11&s_key=&s_type=&no=220&page=12018-01-02 16:56
제목url등록일
693홍익대학교 홍익공작터 장비사용 교육https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5597&page=12020-12-17 15:14
694[비대면/기초장비교육] 레이저커터의 활용분야와 사용방법https://www.makeall.com/reservation/subjects.php?tort=4&msort=&space_no=1937&type=educations2020-12-18 10:51
6952020년 광주·전남 (예비)창업자 메이커 교육 프로그램https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5588&page=12020-12-18 18:03
696[상상실험실] 레이저커팅기와 3D 프린터를 활용한 비대면 교육 8차https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5435&page=12020-12-19 10:25
697CNC 가구디자인https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=레이저&s_type=event_text1&no=5595&page=12020-12-19 10:31
698[인제대 드림팩토리센터] 12월 교육 프로그램 안내https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5590&page=22020-12-21 21:35
699크리스마스 모빌 만들기https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5550&page=12020-12-22 16:52
700[넥슨컴퓨터박물관] 13th 오픈워크숍, 표정 오케스트라 by 터치 디자이너https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5591&page=12020-12-22 17:18
70128청춘창업소 일산 청년 취창업 세미나https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5594&page=12020-12-24 16:17
702[부천 메이커스페이스][무료교육] 레이저커팅기/UV프린터/커팅플로터 기본 장비 교육 _ 12월https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5606&page=12020-12-25 13:44

Duplicate rows

Most frequently occurring

제목url등록일# duplicates
03d프린팅 컬러링&후가공https://www.makeall.com/act/eventview.php?tsort=1&msort=&s_event_type=&s_key=&s_type=&no=5476&page=12020-11-03 19:092