%EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98, Twitter, 12/11/2021 5:39:52 AM, 268087


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%EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98_2021-12-10_21-00-00.xlsx
인터넷강의_2021-12-10_21-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2021
Short Description:
인터넷강의 via NodeXL https://bit.ly/3DKameq
@zttwt_
@gonogo_korea
@mikoteisbest
@ohmynews_korea
@observer_kadac
@altema_ry
@ritz_sh
@ths02130
@gumi99999999
@ssogari_dev

Top hashtags:
#예언과성취_증거
#전세계_최초
#교육닷넷
#이러닝솔루션

Description:
Description
The graph represents a network of 2,193 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, 11 December 2021 at 05:29 UTC.

The requested start date was Saturday, 11 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 70-day, 10-hour, 48-minute period from Friday, 01 October 2021 at 04:02 UTC to Friday, 10 December 2021 at 14:50 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 : 2193
Unique Edges : 827
Edges With Duplicates : 4608
Total Edges : 5435
Number of Edge Types : 5
Retweet : 1369
MentionsInRetweet : 1371
Replies to : 113
Mentions : 18
Tweet : 2564
Self-Loops : 2591
Reciprocated Vertex Pair Ratio : 0.00138312586445367
Reciprocated Edge Ratio : 0.00276243093922652
Connected Components : 810
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 557
Maximum Edges in a Connected Component : 1590
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.013886
Graph Density : 0.000301223867581322
Modularity : 0.323761
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,193 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, 11 December 2021 at 05:29 UTC.

The requested start date was Saturday, 11 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 70-day, 10-hour, 48-minute period from Friday, 01 October 2021 at 04:02 UTC to Friday, 10 December 2021 at 14:50 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:
[418] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be

[132] https://youtu.be/vnvfLGbLa9k
[113] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026114
[112] https://www.youtube.com/channel/UCAIPhZSFIEJ0ceCkr2ZdPkg
[105] https://cp.news.search.daum.net/p/111766879
[97] http://www.vstudio.co.kr/
[95] http://www.edume.co.kr/
[76] https://n.news.naver.com/entertain/article/477/0000323643?lfrom=twitter
[73] https://n.news.naver.com/article/003/0010799952
[69] http://www.hangongsa.com/

Top URLs in Tweet in G1:
[56] https://youtu.be/vnvfLGbLa9k
[38] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026114
[37] https://www.youtube.com/channel/UCAIPhZSFIEJ0ceCkr2ZdPkg
[34] https://cp.news.search.daum.net/p/111766879
[28] https://docs.google.com/forms/d/e/1FAIpQLSdSK11M6EO0UN6o2ldR_AkXNaX0COEYKVJMW_JDYyWKGSHlAQ/viewform
[15] http://jnnews.co.kr/news/view.php?idx=312611
[14] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026322
[13] https://www.youtube.com/watch?v=XPs0Gz2W3dI&feature=youtu.be

[7] http://jnnews.co.kr/news/view.php?idx=315706
[5] http://jnnews.co.kr/news/view.php?idx=312856

Top URLs in Tweet in G2:
[414] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be


Top URLs in Tweet in G3:
[13] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002786454
[1] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002792286
[1] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002787923

Top URLs in Tweet in G4:
[65] https://www.youtube.com/channel/UCAIPhZSFIEJ0ceCkr2ZdPkg
[53] https://docs.google.com/forms/d/e/1FAIpQLSeRw7osv7ZOUmcwxjF3TF0zRMSGiYsID0i9XDRiSDeiXweAQQ/viewform
[50] https://cp.news.search.daum.net/p/111766879
[49] https://youtu.be/vnvfLGbLa9k
[42] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026114
[41] https://cp.news.search.daum.net/p/111553681
[26] http://jnnews.co.kr/news/view.php?idx=312611
[26] https://docs.google.com/forms/d/e/1FAIpQLSdSK11M6EO0UN6o2ldR_AkXNaX0COEYKVJMW_JDYyWKGSHlAQ/viewform
[24] https://url.kr/spam_filtering_system.php?short=ujfm3o
[22] http://jnnews.co.kr/news/view.php?idx=312957

Top URLs in Tweet in G5:
[1] https://step.go.kr/
[1] https://n.news.naver.com/article/003/0010799952

Top URLs in Tweet in G6:
[72] https://n.news.naver.com/article/003/0010799952
[5] https://step.go.kr/

Top URLs in Tweet in G7:
[72] https://n.news.naver.com/entertain/article/477/0000323643?lfrom=twitter
[3] https://entertain.v.daum.net/v/20211014165431381
[3] http://www.tvj.co.kr/news/articleView.html?idxno=66768
[2] http://www.nbnnews.co.kr/news/articleView.html?idxno=623458
[2] http://www.topdaily.kr/news/articleView.html?idxno=120693
[2] https://n.news.naver.com/entertain/article/108/0002996882?lfrom=twitter
[1] http://m.isplus.joins.com/news/article/article.aspx?total_id=24155050

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


Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[981] co.kr
[558] youtube.com
[433] naver.com
[252] hangongsa.com
[183] daum.net
[148] youtu.be
[125] google.com
[85] eduspa.org
[85] or.kr
[61] chiup.kr

Top Domains in Tweet in G1:
[98] co.kr
[59] youtu.be
[54] youtube.com
[40] daum.net
[32] google.com
[12] naver.com
[10] twitter.com
[3] coupang.com
[2] shincheonji.kr
[2] eduzion.org

Top Domains in Tweet in G2:
[414] youtube.com

Top Domains in Tweet in G3:
[15] ohmynews.com

Top Domains in Tweet in G4:
[134] co.kr
[93] daum.net
[83] google.com
[70] youtube.com
[60] youtu.be
[24] url.kr
[3] shinmoongo.net

Top Domains in Tweet in G5:
[1] go.kr
[1] naver.com

Top Domains in Tweet in G6:
[72] naver.com
[5] go.kr

Top Domains in Tweet in G7:
[74] naver.com
[5] co.kr
[3] daum.net
[2] topdaily.kr
[1] joins.com

Top Domains in Tweet in G8:
[1] youtube.com

Top Domains in Tweet in G10:
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[169] 예언과성취_증거
[168] 전세계_최초
[142] 교육닷넷
[137] 이러닝솔루션
[126] 하나님의_새언약_계시록_예언과성취_증거
[123] 요한계시록_전장1_22장
[119] 마지막나팔소리
[105] 신천지_온라인세미나
[104] 신천지온라인세미나
[90] 인강홈페이지구축



Top Hashtags in Tweet in G1:
[72] 전세계_최초
[70] 예언과성취_증거
[44] 신천지온라인세미나
[44] 하나님
[41] 마지막나팔소리
[38] 요한계시록_전장1_22장
[35] 예수님
[34] 하나님의_새언약_계시록_예언과성취_증거
[34] 비대면
[32] 신천지_온라인세미나

Top Hashtags in Tweet in G4:
[80] 예언과성취_증거
[66] 하나님의_새언약_계시록_예언과성취_증거
[62] 전세계_최초
[60] 요한계시록_전장1_22장
[53] 신천지_온라인세미나
[52] 마지막나팔소리
[48] 신천지온라인세미나
[40] 강의_이만희_총회장님_12지파장
[35] 예수님
[34] 하나님

Top Hashtags in Tweet in G5:
[1] 성규
[1] 김성규
[1] 인피니트

Top Hashtags in Tweet in G6:
[70] 성규
[70] 김성규
[70] 인피니트
[2] 성규
[2] 김성규
[2] 인피니횸

Top Hashtags in Tweet in G7:
[29] 안유진
[26] 유진
[26] yujin
[26] anyujin
[26] ユジン
[3] 아이즈원
[1] 메가스터디
[1] 메가패스
[1] 2023메가패스

Top Words
Top Words in Tweet in Entire Graph:
[7496] ì
[4347] ë
[2474] ê
[2105] í
[1422] 인터넷
[1044] 인터넷강의
[924] 강의
[697] 인강
[652] 교재
[651] 사이트

Top Words in Tweet in G1:
[1687] ì
[1225] ë
[608] ê
[418] í
[313] 인터넷
[311] 강의
[215] œ
[119] ϑ
[105] 신천지예수교회
[95] ϓ

Top Words in Tweet in G2:
[413] zttwt_
[403] 인터넷
[401] 정말
[400] 인체책에
[400] 20만원
[400] 쓰고
[400] 학교
[400] 도서관
[400] 까지
[400] 합해서

Top Words in Tweet in G3:
[300] ì
[292] 전액
[191] ohmynews_korea
[184] 사교육업체
[184] 인터넷
[171] 강의
[159] 사업
[146] 이른바
[146] '오세훈
[146] 인강'으로

Top Words in Tweet in G4:
[235] ì
[176] 신천지예수교회
[160] 전남인터넷신문
[153] ë
[152] 요한계시록
[135] 전격
[92] 전장
[92] 강의
[92] 돌입
[80] #예언과성취_증거

Top Words in Tweet in G5:
[140] 내
[140] 인문학
[110] ì
[75] lt
[75] gt
[75] job
[75] tomorrow
[74] ji_ni_218
[70] 일을
[70] 여는

Top Words in Tweet in G6:
[77] ebs
[75] 내년
[75] 초
[75] 비롯해
[75] 인터넷과
[75] 모바일
[75] 플랫폼을
[75] 통해
[75] 무료로
[75] 공개할

Top Words in Tweet in G7:
[94] 인터넷강의
[85] 수능
[85] 브랜드
[85] 모델
[85] 발탁
[78] 안유진
[75] '광고계
[75] 블루칩'
[75] 입증
[74] tv연예

Top Words in Tweet in G8:
[110] 허브
[56] 폰
[55] 캐나다의
[55] 성인물
[55] 영상
[55] 스트리밍
[55] 사이트
[55] '폰
[55] porn
[55] hub

Top Words in Tweet in G9:
[50] ㅅㅂ
[50] 이학주
[50] 인생
[50] 최고의
[50] 복수
[50] 과외
[50] 끊고
[50] 인터넷
[50] 강의
[50] 들음

Top Words in Tweet in G10:
[33] 한국의
[33] 상황을
[33] 알고
[33] 임하신
[33] 듯한
[33] 선생님
[33] 젠더를
[33] 책이나
[33] 인터넷으로만
[33] 접하고

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1989] ì,ì
[1346] ë,ì
[1261] ì,ë
[1047] ê,ì
[966] ì,í
[861] ë,ë
[668] í,ë
[605] ë,ê
[586] ì,ê
[579] 인강,교재

Top Word Pairs in Tweet in G1:
[430] ì,ì
[365] ë,ì
[322] ì,ë
[248] ê,ì
[237] ë,ë
[177] ì,í
[158] ì,ê
[151] í,ë
[131] ë,ê
[88] ê,ë

Top Word Pairs in Tweet in G2:
[400] 인체책에,20만원
[400] 20만원,쓰고
[400] 쓰고,학교
[400] 학교,도서관
[400] 도서관,까지
[400] 까지,합해서
[400] 합해서,인체책만
[400] 인체책만,8개
[400] 8개,본
[400] 본,사람

Top Word Pairs in Tweet in G3:
[184] 사교육업체,인터넷
[171] 인터넷,강의
[150] ì,ì
[146] 이른바,'오세훈
[146] '오세훈,인강'으로
[146] 인강'으로,불리는
[146] 불리는,사교육업체
[146] 강의,협력사업인
[146] 협력사업인,서울런
[146] 서울런,사업

Top Word Pairs in Tweet in G4:
[144] 신천지예수교회,요한계시록
[117] 전남인터넷신문,신천지예수교회
[92] 전장,강의
[92] 강의,전격
[92] 전격,돌입
[91] 요한계시록,전장
[55] ì,ì
[53] #요한계시록_전장1_22장,#예언과성취_증거
[53] ë,ì
[50] 신청하기,신청번호

Top Word Pairs in Tweet in G5:
[74] ji_ni_218,lt
[70] lt,내
[70] 내,일을
[70] 일을,여는
[70] 여는,인문학
[70] 인문학,gt
[70] gt,내
[70] 내,나의
[70] 나의,일
[70] 일,job

Top Word Pairs in Tweet in G6:
[75] 내년,초
[75] 비롯해,ebs
[75] ebs,인터넷과
[75] 인터넷과,모바일
[75] 모바일,플랫폼을
[75] 플랫폼을,통해
[75] 통해,무료로
[75] 무료로,공개할
[70] 성규,'취준생을
[70] '취준생을,위한

Top Word Pairs in Tweet in G7:
[85] 수능,인터넷강의
[85] 인터넷강의,브랜드
[85] 모델,발탁
[82] 브랜드,모델
[78] 안유진,수능
[75] 발탁,'광고계
[75] '광고계,블루칩'
[75] 블루칩',입증
[73] 네이버,tv연예
[72] 입증,출처

Top Word Pairs in Tweet in G8:
[55] 캐나다의,성인물
[55] 성인물,영상
[55] 영상,스트리밍
[55] 스트리밍,사이트
[55] 사이트,'폰
[55] '폰,허브
[55] 허브,porn
[55] porn,hub
[55] hub,'에
[55] '에,중국인들의

Top Word Pairs in Tweet in G9:
[50] ㅅㅂ,이학주
[50] 이학주,인생
[50] 인생,최고의
[50] 최고의,복수
[50] 복수,과외
[50] 과외,끊고
[50] 끊고,인터넷
[50] 인터넷,강의
[50] 강의,들음
[49] o0oo_109,ㅅㅂ

Top Word Pairs in Tweet in G10:
[33] 한국의,상황을
[33] 상황을,알고
[33] 알고,임하신
[33] 임하신,듯한
[33] 듯한,선생님
[33] 선생님,젠더를
[33] 젠더를,책이나
[33] 책이나,인터넷으로만
[33] 인터넷으로만,접하고
[33] 접하고,학교에서

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@zttwt_
@ohmynews_korea
@ji_ni_218
@alwaysifnt69
@gonogo_korea
@o0oo_109
@beauty7313h
@observer_kadac
@yujin03__
@yujintwo

Top Mentioned in G1:
@bisonelhee
@ckbnbzsfedhijbl
@sarangjikimy
@yg5146
@11conquest
@bomnadri
@secretpas

Top Mentioned in G2:
@zttwt_

Top Mentioned in G3:
@ohmynews_korea
@kochi_mt

Top Mentioned in G4:
@beauty7313h
@ki55777
@jhy290519
@skyculture7
@starshop918
@skichc8428
@ccs88887
@sora_a_3202
@soriellie
@skyculture71

Top Mentioned in G5:
@ji_ni_218
@alwaysifnt69

Top Mentioned in G6:
@alwaysifnt69
@helloaurora

Top Mentioned in G7:
@yujin03__
@yujintwo
@ansequence
@zzallang9o1
@ayjsolo
@ahnyujinfan
@tvj2000

Top Mentioned in G8:
@gonogo_korea
@zttwt_
@mega_nanamil

Top Mentioned in G9:
@o0oo_109

Top Mentioned in G10:
@observer_kadac
@altema_ry
@zttwt_

Top Tweeters
Top Tweeters in Entire Graph:
@sunny_days365
@hokcenayeokcena
@eggry
@hibiyasleep
@marshmallgom
@enurishopping
@astrine_r
@purplebunniie97
@grasshh1
@mayoi_chan_

Top Tweeters in G1:
@goongma
@chongjuhigh
@wjsejguq_
@vil_wife
@grasshh3
@onegai_oksensei
@abeo_kado
@brother_mae
@quick_control
@pomefiore_pta

Top Tweeters in G2:
@hibiyasleep
@marshmallgom
@pinel812
@sixis_oclock
@segae_jji
@udadabi
@purinko10
@aken_talking
@sjh_7037
@rutsu_

Top Tweeters in G3:
@hokcenayeokcena
@edubox123
@turkeyfiend
@sseagles13
@ruvyn
@yeokbo
@alreadypsycho
@mylifeforyayoi
@shim920
@putsipim

Top Tweeters in G4:
@grasshh1
@tpstm301
@nsky_love
@jhy290519
@vukayyx32hbtclc
@smh5919
@ckngold1
@tjjyyss2018
@so1004hj
@skyculture7

Top Tweeters in G5:
@sunny_days365
@modmin
@marofura123
@lenlen_218
@deptulana
@gaminii
@chomphun
@hamooooo_
@max18_tvxq
@tori2tori1

Top Tweeters in G6:
@purplebunniie97
@hiinfite
@vayvay26
@solinspiritlove
@mocap8
@djsflsdudn57
@polly990706
@bnjoo0120
@uranus0609
@kyeifnt

Top Tweeters in G7:
@wildtakky39
@tamatron
@nekkumaa
@ngwowo5ojj
@hallyupotter
@_yingyuu
@nine__twelve
@magcringe_
@wyisjwy
@anyujinjin

Top Tweeters in G8:
@n_adicc
@snasnaja2221
@beingsin
@ako_lue
@wamong_lre
@mikoteisbest
@allenait
@l_uzeea
@lutin98_2nd
@lay_n

Top Tweeters in G9:
@wdlgv1dvqxhdd2c
@thenitsok
@victory_for_you
@jiokesuwhatdda
@iwantgohomepls
@jeongss0922
@d30v45
@ddodorong
@efc9608
@lusor_plane_

Top Tweeters in G10:
@ths02130
@thanasys_
@altema_ry
@moch_thrath
@ranpeichan_dayo
@ritz_sh
@pluviis_l3
@pak_2d_kass
@pnalys
@ya2der


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