%EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98, Twitter, 8/14/2021 4:50:05 AM, 260133


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%EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98_2021-08-13_21-00-00.xlsx
인터넷강의_2021-08-13_21-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2021
Short Description:
인터넷강의 via NodeXL https://bit.ly/3m3Uf5V
@zttwt_
@ryu7230
@0617_0423_0115
@saveme_gng
@pull_marine
@khkim2744
@shinhyosung3
@hhntszbj4yjnqrf
@ohmynews_korea
@syun_soil

Top hashtags:
#교육닷넷
#동영상강의
#이러닝호스팅
#홈페이지구축
#한자강의
#한공사

Description:
Description
The graph represents a network of 6,316 Twitter users whose tweets in the requested range contained "인터넷강의", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 August 2021 at 04:28 UTC.

The requested start date was Saturday, 14 August 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 73-day, 15-hour, 2-minute period from Tuesday, 01 June 2021 at 01:02 UTC to Friday, 13 August 2021 at 16:04 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 6316
Unique Edges : 527
Edges With Duplicates : 13045
Total Edges : 13572
Number of Edge Types : 5
Tweet : 1738
Mentions : 10
Retweet : 5853
MentionsInRetweet : 5853
Replies to : 118
Self-Loops : 1744
Reciprocated Vertex Pair Ratio : 0.000512820512820513
Reciprocated Edge Ratio : 0.00102511532547412
Connected Components : 503
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 5403
Maximum Edges in a Connected Component : 11140
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.567139
Graph Density : 0.000146744910561572
Modularity : 0.328064
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,316 Twitter users whose tweets in the requested range contained "%EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 August 2021 at 04:28 UTC.

The requested start date was Saturday, 14 August 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 73-day, 15-hour, 2-minute period from Tuesday, 01 June 2021 at 01:02 UTC to Friday, 13 August 2021 at 16:04 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : %EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4703] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be

[95] http://www.vstudio.co.kr/
[83] http://www.edume.co.kr/
[82] http://www.hangongsa.com/
[71] https://cafe.naver.com/zeroingang
[49] http://www.vstudio.co.kr/shooting/24655
[43] http://www.landspa.or.kr/%eb%b6%80%eb%8f%99%ec%82%b0%ea%b2%bd%eb%a7%a4-%eb%8f%99%ec%98%81%ec%83%81%ea%b0%95%ec%a2%8c/
[40] http://www.chiup.kr/
[38] http://www.edumelang.co.kr/%ec%97%90%eb%93%80%eb%9e%91-%ed%95%9c%ec%9e%90%ea%b8%89%ec%88%98%ec%9e%90%ea%b2%a9%ec%8b%9c%ed%97%98/
[36] http://www.edumelang.co.kr/

Top URLs in Tweet in G1:
[4689] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be


Top URLs in Tweet in G2:
[4] https://m.ytn.co.kr/news/202106012333347193_0115_018.html
[3] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be

[1] https://news.v.daum.net/v/20210809113750485?x_trkm=t

Top URLs in Tweet in G3:
[12] https://wordsquare.shincheonji.kr
[12] http://www.eduzion.org/ref/53025
[2] https://wordsquare.shincheonji.kr:443/
[2] http://www.eduzion.org/ref/29740
[1] https://news.v.daum.net/v/20210530132700831
[1] http://hanjasr.com
[1] https://blog.naver.com/NBlogTop.naver?isHttpsRedirect=true&blogId=jhdin9879&Redirect=Dlog&Qs=/jhdin9879/222381381347
[1] https://peing.net/ko/q/3a166581-e1ce-4ba0-b583-1581bd516a7c
[1] https://docs.google.com/forms/d/e/1FAIpQLScJJe7Bm_VdivYCvaNH7tkrClPGMYuf-bFf4JoL9H2WZi_lrA/viewform
[1] http://www.newscj.com/news/articleView.html?idxno=861310

Top URLs in Tweet in G6:
[1] http://itiis.org/digital-library/21829
[1] https://twitter.com/gksthf9801/status/1404789331890360330

Top URLs in Tweet in G7:
[1] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002749078
[1] https://withnewstapa.org/2021/04/26/202104262/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be


Top URLs in Tweet in G9:
[17] https://www.ebsi.co.kr/ebs/lms/lmsx/retrieveSbjtDtl.ebs?courseId=S20210000282

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[79] 교육닷넷
[68] 동영상강의
[52] 이러닝호스팅
[52] 홈페이지구축
[34] 한자강의
[26] 한공사
[25] 이러닝솔루션
[21] 한자시험
[21] 인강홈페이지구축
[20] 공인중개사



Top Hashtags in Tweet in G3:
[2] 인터넷시온선교센터
[2] 신천지말씀
[2] 무료온라인학습시스템
[1] 평생직장
[1] 평생직업
[1] 공부법
[1] 자기계발
[1] 자기개발
[1] 부업
[1] 투잡

Top Hashtags in Tweet in G7:
[2] 데이터저널리즘
[2] 뉴스타파
[1] 뉴스타파함께재단

Top Words
Top Words in Tweet in Entire Graph:
[29631] ì
[15626] ë
[7328] ê
[6608] í
[5298] 인터넷
[4702] zttwt_
[4294] 무료
[4285] œ
[4267] 정말
[4239] 그

Top Words in Tweet in G1:
[12383] ì
[8260] ë
[4688] zttwt_
[4177] 인터넷
[4175] 이거
[4175] 정말
[4175] 그
[4174] 인체책에
[4174] 20만원
[4174] 쓰고

Top Words in Tweet in G2:
[13588] ì
[5103] ë
[3041] í
[2383] ê
[1352] ˆ
[1352] œ
[1019] ìœ
[730] 오세훈
[730] 직접
[701] ryu7230

Top Words in Tweet in G3:
[1066] ì
[792] ë
[398] ê
[304] í
[196] 인터넷
[147] œ
[127] 강의
[74] ϓ
[69] ëš
[53] 강의를

Top Words in Tweet in G4:
[57] 아
[57] 제일
[57] 자신있는
[57] 커피
[57] 정답
[57] 외쳤는데
[57] 틀림ㅠㅋㅋㅋㅋㅋㅋㄱ
[57] 학생들이
[57] 인터넷강의를
[57] 나가고있어요

Top Words in Tweet in G5:
[78] 비오는
[78] 텽
[40] 라고
[40] 국
[40] 영어
[39] 처음에도
[39] 끝에도
[39] 사랑하는
[39] 사람에게
[39] 비를

Top Words in Tweet in G6:
[33] 인터넷에서
[33] 웅얼거리던
[33] 안티페미
[33] 인셀들이
[33] 대학
[33] 강의를
[33] 훼방놓더니
[33] 이젠
[33] 재특회
[33] 비슷한

Top Words in Tweet in G7:
[36] 서울
[21] 인터넷
[20] 강의
[20] 강의를
[18] 논란이
[18] 예상되는
[18] 것은
[18] 서울시가
[18] 런의
[18] 주요

Top Words in Tweet in G8:
[19] 그
[18] 라면
[18] 먹고
[18] 갈래
[18] 뒤를
[18] 잇는
[18] 냥보러와요
[18] 드립
[18] 아무리
[18] 생각해도

Top Words in Tweet in G9:
[34] 배우고
[17] 고등학교
[17] 철학
[17] 교과서
[17] 인터넷강의를
[17] ebsi에서
[17] 제공합니다
[17] 철학을
[17] 싶은데
[17] 윤리과목들은

Top Words in Tweet in G10:
[32] 킹받네
[16] 나진짜
[16] 방금
[16] 강의듣다가자살할뻔함
[16] 국어쌤이
[16] 우리랑
[16] 세대차를
[16] 좁히고싶다고
[16] 같은
[16] 킹어쩌고

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12159] ì,ì
[5242] ì,ë
[4189] 무료,인터넷
[4189] 인터넷,강의인데
[4187] 인체책에,20만원
[4187] 20만원,쓰고
[4187] 쓰고,학교
[4187] 학교,도서관
[4187] 도서관,까지
[4187] 까지,합해서

Top Word Pairs in Tweet in G1:
[5155] ì,ì
[4174] 인체책에,20만원
[4174] 20만원,쓰고
[4174] 쓰고,학교
[4174] 학교,도서관
[4174] 도서관,까지
[4174] 까지,합해서
[4174] 합해서,인체책만
[4174] 인체책만,8개
[4174] 8개,본

Top Word Pairs in Tweet in G2:
[6102] ì,ì
[2042] ì,ë
[1697] ê,ì
[1693] ì,í
[1023] ë,ê
[1015] ë,ë
[1011] œ,ì
[686] ì,êµ
[682] ì,ê
[682] ìœ,ì

Top Word Pairs in Tweet in G3:
[300] ì,ì
[225] ë,ì
[220] ì,ë
[155] ë,ë
[145] ê,ì
[112] ì,í
[109] ë,ê
[96] í,ë
[93] ì,ê
[69] ê,ë

Top Word Pairs in Tweet in G4:
[57] 아,제일
[57] 제일,자신있는
[57] 자신있는,커피
[57] 커피,정답
[57] 정답,외쳤는데
[57] 외쳤는데,틀림ㅠㅋㅋㅋㅋㅋㅋㄱ
[57] 틀림ㅠㅋㅋㅋㅋㅋㅋㄱ,학생들이
[57] 학생들이,인터넷강의를
[57] 인터넷강의를,나가고있어요
[57] 나가고있어요,ㄱㅋㅋㅋㄱㄱㄱㅋㅋ

Top Word Pairs in Tweet in G5:
[39] 처음에도,끝에도
[39] 끝에도,사랑하는
[39] 사랑하는,사람에게
[39] 사람에게,비를
[39] 비를,좋아해
[39] 좋아해,라고
[39] 라고,묻는
[39] 묻는,노래를
[39] 노래를,부른
[39] 부른,국

Top Word Pairs in Tweet in G6:
[33] 인터넷에서,웅얼거리던
[33] 웅얼거리던,안티페미
[33] 안티페미,인셀들이
[33] 인셀들이,대학
[33] 대학,강의를
[33] 강의를,훼방놓더니
[33] 훼방놓더니,이젠
[33] 이젠,재특회
[33] 재특회,비슷한
[33] 비슷한,조직적

Top Word Pairs in Tweet in G7:
[18] 논란이,예상되는
[18] 예상되는,것은
[18] 것은,서울시가
[18] 서울시가,서울
[18] 서울,런의
[18] 런의,주요
[18] 주요,기능으로
[18] 기능으로,'학원연계
[18] '학원연계,강의
[18] 강의,콘텐츠

Top Word Pairs in Tweet in G8:
[18] 라면,먹고
[18] 먹고,갈래
[18] 갈래,뒤를
[18] 뒤를,잇는
[18] 잇는,냥보러와요
[18] 냥보러와요,드립
[18] 드립,아무리
[18] 아무리,생각해도
[18] 생각해도,중독으로
[18] 중독으로,너무

Top Word Pairs in Tweet in G9:
[17] 고등학교,철학
[17] 철학,교과서
[17] 교과서,인터넷강의를
[17] 인터넷강의를,ebsi에서
[17] ebsi에서,제공합니다
[17] 제공합니다,철학을
[17] 철학을,배우고
[17] 배우고,싶은데
[17] 싶은데,윤리과목들은
[17] 윤리과목들은,너무

Top Word Pairs in Tweet in G10:
[16] 나진짜,방금
[16] 방금,강의듣다가자살할뻔함
[16] 강의듣다가자살할뻔함,국어쌤이
[16] 국어쌤이,우리랑
[16] 우리랑,세대차를
[16] 세대차를,좁히고싶다고
[16] 좁히고싶다고,킹받네
[16] 킹받네,같은
[16] 같은,킹어쩌고
[16] 킹어쩌고,사용법을

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@zttwt_
@ryu7230
@khkim2744
@drippin_lover
@hellotae_vv
@haxenhammer
@ohmynews_korea
@syun_soil
@snowflower4251
@kepssyong

Top Mentioned in G1:
@zttwt_

Top Mentioned in G2:
@ryu7230
@khkim2744
@ul3qia3e3ry9e3h
@zttwt_
@ytn24
@ohmynews_korea
@park_hong_joon

Top Mentioned in G3:
@hagam0332

Top Mentioned in G4:
@drippin_lover

Top Mentioned in G5:
@hellotae_vv

Top Mentioned in G6:
@haxenhammer
@siaranics

Top Mentioned in G7:
@ohmynews_korea
@withnewstapa
@khkim2744
@ryu7230

Top Mentioned in G8:
@syun_soil
@zttwt_

Top Mentioned in G9:
@snowflower4251

Top Mentioned in G10:
@kepssyong

Top Tweeters
Top Tweeters in Entire Graph:
@hokcenayeokcena
@marshmallgom
@enurishopping
@naraemaru
@athmtg1
@hl970226
@handpis
@kittyt515
@ping9_
@apocalypse_side

Top Tweeters in G1:
@marshmallgom
@naraemaru
@kittyt515
@ping9_
@apocalypse_side
@ths02130
@volpe__
@xiugeun
@justice6098
@ruka134

Top Tweeters in G2:
@handpis
@geniuses09
@kimyiha
@rock3097
@toto5252
@kjy24k
@junani74
@pigmodo
@0617_0423_0115
@woodstock1000

Top Tweeters in G3:
@special_olivia
@akatuki11
@bluebread12
@6364gkdu
@ra42_
@lyn_p__
@msonic_y
@rheastrikeai
@ksixrenine
@vi_patrini

Top Tweeters in G4:
@nannie_1995
@baekthemochi
@chasaurus_
@ssunshiine
@namunamiiinf
@inspirit133
@kul14266561
@r__gyu
@golchamanboinda
@iloveyouso_y

Top Tweeters in G5:
@vt111111
@loveot7_tk9597
@hazzi912
@8dfzk
@hellotae_vv
@dinanunaa
@_bts_kookv
@bts_mommy77
@purpleheartvk
@ilikeitkt957

Top Tweeters in G6:
@hokcenayeokcena
@hl970226
@aldksgody11
@typemoonian
@tuvamdet
@hadrianus753
@birot_twice
@stginger1202
@adpc39
@marie_kwon

Top Tweeters in G7:
@ohmynews_korea
@pierkor
@jnjfilm
@downbythebridge
@bristolbrian
@musamaci123
@javajunee
@freiheitoii
@shushuming326
@shinhyosung3

Top Tweeters in G8:
@ff14_tls
@enda65992415
@aobaisslyblue
@jxd_rt
@syun_soil
@addiction1864
@popoiiip_q
@bbi_bbu_s2
@jhxdj_rt_bot
@dhdh1224

Top Tweeters in G9:
@g_canola_u
@pail_obsidian
@gaon_mong
@loveluna29
@pancake_yogurt
@banmung_1201
@fufwmtwkfn8y3ip
@hanu__hn
@dyjoo_o3o
@pong_159

Top Tweeters in G10:
@keangae
@reallywantedbut
@islita2020
@munheeseung
@dorumukbaksa
@iwillbethekin9
@myfavxrite
@nyumnyum_6
@doby04950761
@wootkiz


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