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%EC%9D%B8%ED%84%B0%EB%84%B7%EA%B0%95%EC%9D%98_2021-10-28_01-08-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
인터넷강의 via NodeXL https://bit.ly/2XRf1Mv
@observer_kadac
@zttwt_
@eiru72
@winter_hosizora
@sealofsouth
@gonogo_korea
@snasnaja2221
@gof2ull
@eihazy
@oneshot_istp

Top hashtags:
#전세계_최초
#예언과성취_증거
#교육닷넷
#이러닝솔루션
#요한계시록_전장1_22장

Description:
Description
The graph represents a network of 5,131 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 Thursday, 28 October 2021 at 08:35 UTC.

The requested start date was Thursday, 28 October 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 87-day, 12-hour, 3-minute period from Sunday, 01 August 2021 at 03:34 UTC to Wednesday, 27 October 2021 at 15:37 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 : 5131
Unique Edges : 928
Edges With Duplicates : 10754
Total Edges : 11682
Number of Edge Types : 5
Retweet : 4410
MentionsInRetweet : 4392
Tweet : 2712
Mentions : 10
Replies to : 158
Self-Loops : 2736
Reciprocated Vertex Pair Ratio : 0.00133096716947649
Reciprocated Edge Ratio : 0.00265839610101905
Connected Components : 927
Single-Vertex Connected Components : 702
Maximum Vertices in a Connected Component : 3733
Maximum Edges in a Connected Component : 8073
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.690536
Graph Density : 0.0001714913325454
Modularity : 0.338516
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,131 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 Thursday, 28 October 2021 at 08:35 UTC.

The requested start date was Thursday, 28 October 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 87-day, 12-hour, 3-minute period from Sunday, 01 August 2021 at 03:34 UTC to Wednesday, 27 October 2021 at 15:37 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:
[396] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be

[124] https://youtu.be/vnvfLGbLa9k
[120] http://www.vstudio.co.kr/
[116] http://www.edume.co.kr/
[111] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026114
[102] https://cp.news.search.daum.net/p/111766879
[94] http://www.hangongsa.com/
[76] https://n.news.naver.com/entertain/article/477/0000323643?lfrom=twitter
[72] 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/
[70] http://www.vstudio.co.kr/shooting/24655

Top URLs in Tweet in G2:
[48] https://youtu.be/vnvfLGbLa9k
[43] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026114
[37] https://cp.news.search.daum.net/p/111766879
[15] https://www.youtube.com/channel/UCAIPhZSFIEJ0ceCkr2ZdPkg
[15] http://jnnews.co.kr/news/view.php?idx=312611
[10] https://docs.google.com/forms/d/e/1FAIpQLSdSK11M6EO0UN6o2ldR_AkXNaX0COEYKVJMW_JDYyWKGSHlAQ/viewform
[4] https://m.blog.naver.com/qert7020/222518270178
[4] https://n.news.naver.com/entertain/article/477/0000323643?lfrom=twitter
[4] https://m.post.naver.com/viewer/postView.nhn?volumeNo=17052407&memberNo=1184655
[4] https://docs.google.com/forms/d/e/1FAIpQLScJJe7Bm_VdivYCvaNH7tkrClPGMYuf-bFf4JoL9H2WZi_lrA/viewform

Top URLs in Tweet in G3:
[3] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be

[1] https://twitter.com/observer_kadac/status/1442503732608966665
[1] https://twitter.com/__always_gaming/status/1061899964400336896?s=21

Top URLs in Tweet in G4:
[388] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be


Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=k83ZN4l-428&feature=youtu.be

[1] https://twitter.com/025479/status/1442563176810250250

Top URLs in Tweet in G6:
[1] https://twitter.com/not_editor/status/1438529005531979780

Top URLs in Tweet in G7:
[53] https://docs.google.com/forms/d/e/1FAIpQLSeRw7osv7ZOUmcwxjF3TF0zRMSGiYsID0i9XDRiSDeiXweAQQ/viewform
[49] https://youtu.be/vnvfLGbLa9k
[44] https://cp.news.search.daum.net/p/111766879
[41] https://cp.news.search.daum.net/p/111553681
[35] http://gbin.co.kr/index.do?menu_id=00000462&menu_link=/front/news/icmsNews/view.do&&articleId=ARTICLE_00026114
[33] https://www.youtube.com/channel/UCAIPhZSFIEJ0ceCkr2ZdPkg
[24] http://jnnews.co.kr/news/view.php?idx=312611
[13] http://jnnews.co.kr/news/view.php?idx=312957
[12] https://docs.google.com/forms/d/e/1FAIpQLSdSK11M6EO0UN6o2ldR_AkXNaX0COEYKVJMW_JDYyWKGSHlAQ/viewform
[9] https://url.kr/spam_filtering_system.php?short=ujfm3o

Top URLs in Tweet in G8:
[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 Domains
Top Domains in Tweet in Entire Graph:
[905] co.kr
[455] youtube.com
[330] naver.com
[313] hangongsa.com
[190] daum.net
[138] youtu.be
[103] eduspa.org
[91] google.com
[86] or.kr
[78] chiup.kr

Top Domains in Tweet in G2:
[74] co.kr
[52] youtu.be
[47] daum.net
[19] youtube.com
[17] twitter.com
[15] naver.com
[15] google.com
[6] coupang.com
[3] peing.net
[2] electridigit.com

Top Domains in Tweet in G3:
[3] youtube.com
[2] twitter.com

Top Domains in Tweet in G4:
[388] youtube.com

Top Domains in Tweet in G5:
[5] youtube.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[87] daum.net
[74] co.kr
[67] google.com
[58] youtu.be
[33] youtube.com
[9] url.kr
[5] naver.com
[2] eduzion.org
[1] shincheonji.kr

Top Domains in Tweet in G8:
[74] naver.com
[5] co.kr
[3] daum.net
[2] topdaily.kr
[1] joins.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] 전세계_최초
[119] 예언과성취_증거
[119] 교육닷넷
[101] 이러닝솔루션
[92] 요한계시록_전장1_22장
[84] 하나님의_새언약_계시록_예언과성취_증거
[84] 신천지온라인세미나
[81] 마지막나팔소리
[74] 신천지_온라인세미나
[73] 인강홈페이지구축



Top Hashtags in Tweet in G2:
[62] 전세계_최초
[60] 예언과성취_증거
[47] 마지막나팔소리
[43] 요한계시록_전장1_22장
[40] 하나님의_새언약_계시록_예언과성취_증거
[36] 신천지_온라인세미나
[31] 강의_이만희_총회장님_12지파장
[29] 신천지온라인세미나
[29] 하나님
[20] 예수님

Top Hashtags in Tweet in G7:
[47] 예언과성취_증거
[43] 신천지온라인세미나
[34] 전세계_최초
[32] 예수님
[31] 요한계시록_전장1_22장
[31] 하나님
[29] 하나님의_새언약_계시록_예언과성취_증거
[28] 강의_이만희_총회장님_12지파장
[27] 비대면
[23] 신천지_온라인세미나

Top Hashtags in Tweet in G8:
[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:
[3294] 젠더를
[3113] ì
[2993] 강의를
[2872] 알고
[2867] 수업을
[2866] 선생님
[2864] 듣지
[2863] 학교에서
[2862] 학생들이
[2862] 못하는

Top Words in Tweet in G1:
[2615] 한국의
[2615] 상황을
[2615] 알고
[2615] 임하신
[2615] 듯한
[2615] 선생님
[2615] 젠더를
[2615] 책이나
[2615] 인터넷으로만
[2615] 접하고

Top Words in Tweet in G2:
[739] ì
[610] ë
[390] 인터넷
[381] 강의
[306] ê
[186] í
[116] œ
[114] 신천지예수교회
[99] 요한계시록
[89] 전격

Top Words in Tweet in G3:
[541] 젠더를
[409] 인터넷
[401] 모르더라
[400] 내
[400] 말이
[400] 이
[400] 말이야
[400] 백번
[400] 동의
[400] 혐오발언

Top Words in Tweet in G4:
[387] zttwt_
[384] 인터넷
[384] ì
[373] 정말
[372] 인체책에
[372] 20만원
[372] 쓰고
[372] 학교
[372] 도서관
[372] 까지

Top Words in Tweet in G5:
[149] 사람
[148] 자기
[146] 인터넷에서
[144] 여기
[144] 인용
[144] 보면
[144] 주워모은
[144] 찌라시들로
[144] 생각
[144] 구축한

Top Words in Tweet in G6:
[196] 객관적인
[105] 인터넷
[98] 그는
[98] 무엇을
[98] 연구했는지
[98] 몰라도
[98] 과목이라고요
[98] 반응을
[98] 보여주겠다
[98] 면서

Top Words in Tweet in G7:
[154] 신천지예수교회
[134] 요한계시록
[124] 전남인터넷신문
[122] 전격
[81] 강의
[79] 전장
[79] 돌입
[67] 비밀
[64] 무료
[64] 신청번호

Top Words in Tweet in G8:
[85] 수능
[85] 인터넷강의
[85] 브랜드
[85] 모델
[85] 발탁
[78] 안유진
[75] '광고계
[75] 블루칩'
[75] 입증
[74] tv연예

Top Words in Tweet in G9:
[112] 허브
[57] 폰
[56] 캐나다의
[56] 성인물
[56] 영상
[56] 스트리밍
[56] 사이트
[56] '폰
[56] porn
[56] hub

Top Words in Tweet in G10:
[19] 안
[19] 찾으세요
[19] 좀
[19] 더
[19] 방법을
[19] 인터넷
[18] sp
[18] 공부에
[18] 집중이
[18] 될

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2860] 한국의,상황을
[2860] 상황을,알고
[2860] 알고,임하신
[2860] 임하신,듯한
[2860] 듯한,선생님
[2860] 선생님,젠더를
[2860] 젠더를,책이나
[2860] 책이나,인터넷으로만
[2860] 인터넷으로만,접하고
[2860] 접하고,학교에서

Top Word Pairs in Tweet in G1:
[2615] 한국의,상황을
[2615] 상황을,알고
[2615] 알고,임하신
[2615] 임하신,듯한
[2615] 듯한,선생님
[2615] 선생님,젠더를
[2615] 젠더를,책이나
[2615] 책이나,인터넷으로만
[2615] 인터넷으로만,접하고
[2615] 접하고,학교에서

Top Word Pairs in Tweet in G2:
[189] ì,ì
[163] ë,ì
[161] ì,ë
[124] ê,ì
[113] ë,ë
[101] ë,ê
[92] 신천지예수교회,요한계시록
[84] 요한계시록,전장
[84] 전장,강의
[84] 강의,전격

Top Word Pairs in Tweet in G3:
[400] 내,말이
[400] 말이,이
[400] 이,말이야
[400] 말이야,백번
[400] 백번,동의
[400] 동의,인터넷
[400] 인터넷,혐오발언
[400] 혐오발언,신봉하고
[400] 신봉하고,다니는
[400] 다니는,애들은

Top Word Pairs in Tweet in G4:
[372] 인체책에,20만원
[372] 20만원,쓰고
[372] 쓰고,학교
[372] 학교,도서관
[372] 도서관,까지
[372] 까지,합해서
[372] 합해서,인체책만
[372] 인체책만,8개
[372] 8개,본
[372] 본,사람

Top Word Pairs in Tweet in G5:
[144] 여기,인용
[144] 인용,보면
[144] 보면,인터넷에서
[144] 인터넷에서,주워모은
[144] 주워모은,찌라시들로
[144] 찌라시들로,자기
[144] 자기,생각
[144] 생각,구축한
[144] 구축한,사람들이
[144] 사람들이,강의는

Top Word Pairs in Tweet in G6:
[98] 그는,무엇을
[98] 무엇을,연구했는지
[98] 연구했는지,몰라도
[98] 몰라도,객관적인
[98] 객관적인,과목이라고요
[98] 과목이라고요,객관적인
[98] 객관적인,인터넷
[98] 인터넷,반응을
[98] 반응을,보여주겠다
[98] 보여주겠다,면서

Top Word Pairs in Tweet in G7:
[127] 신천지예수교회,요한계시록
[111] 전남인터넷신문,신천지예수교회
[79] 전장,강의
[79] 강의,전격
[79] 전격,돌입
[78] 요한계시록,전장
[50] 신청하기,신청번호
[43] 요한계시록,비밀
[43] 비밀,전격
[43] 전격,공개

Top Word Pairs in Tweet in G8:
[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 G9:
[56] 캐나다의,성인물
[56] 성인물,영상
[56] 영상,스트리밍
[56] 스트리밍,사이트
[56] 사이트,'폰
[56] '폰,허브
[56] 허브,porn
[56] porn,hub
[56] hub,'에
[56] '에,중국인들의

Top Word Pairs in Tweet in G10:
[19] 좀,더
[18] sp,공부에
[18] 공부에,집중이
[18] 집중이,안
[18] 안,될
[18] 될,때는
[18] 때는,대안을
[18] 대안을,찾으세요
[18] 찾으세요,수업에
[18] 수업에,좀

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@observer_kadac
@eiru72
@zttwt_
@winter_hosizora
@sealofsouth
@gonogo_korea
@beauty7313h
@yujin03__
@yujintwo
@oneshot_istp

Top Mentioned in G1:
@observer_kadac

Top Mentioned in G2:
@bisonelhee
@ckbnbzsfedhijbl
@sarangjikimy
@yg5146
@11conquest

Top Mentioned in G3:
@eiru72
@observer_kadac
@zttwt_
@muodraa

Top Mentioned in G4:
@zttwt_
@observer_kadac
@eiru72

Top Mentioned in G5:
@winter_hosizora
@observer_kadac
@eiru72
@zttwt_
@jadedblue0230

Top Mentioned in G6:
@sealofsouth
@observer_kadac
@eiru72
@winter_hosizora
@keysmet_

Top Mentioned in G7:
@beauty7313h
@jhy290519
@skichc8428
@starshop918
@ccs88887
@ki55777
@sora_a_3202
@soriellie
@grownupw
@lovetree35

Top Mentioned in G8:
@yujin03__
@yujintwo
@ansequence
@ayjsolo
@ahnyujinfan
@tvj2000

Top Mentioned in G9:
@gonogo_korea
@observer_kadac
@mega_nanamil
@sealofsouth
@winter_hosizora
@eiru72

Top Mentioned in G10:
@oneshot_istp
@eiru72

Top Tweeters
Top Tweeters in Entire Graph:
@hokcenayeokcena
@marshmallgom
@naraemaru
@enurishopping
@astrine_r
@kaya8812
@grasshh1
@edubox123
@kirame7
@pinel812

Top Tweeters in G1:
@marshmallgom
@naraemaru
@kirame7
@soccerhan730
@dearmisss
@gedonyan
@kittysister
@jayouloun
@volpe__
@panblazer

Top Tweeters in G2:
@grasshh1
@goongma
@chongjuhigh
@vil_wife
@grasshh3
@xoxoxoxo112723
@pomefiore_pta
@scjmd1085
@leader_yujin
@baeku_ichigo

Top Tweeters in G3:
@pinel812
@apocalypse_side
@judithgjeon
@sangseek_kim
@aldksgody11
@diarine37
@reing422
@yeokbo
@poiev
@greedywhitebear

Top Tweeters in G4:
@ths02130
@hwinnungom
@segae_jji
@llewellyn_onyx
@navy_orca
@gda_ing
@softpaperwings
@momo_kanon_moka
@son_0228
@anyhow_c

Top Tweeters in G5:
@hokcenayeokcena
@kaya8812
@the_last_sleep
@sixis_oclock
@_milgaru
@kimiga_iru
@_elcy
@suimir_bd
@namu2namu
@moppetkr

Top Tweeters in G6:
@edubox123
@hl970226
@junesock
@sxnyqhia
@ggyaa88
@frombc7197
@pedro_e_kim
@enki_nobody
@unicrosoft
@choil0102

Top Tweeters in G7:
@tpstm301
@jhy290519
@vukayyx32hbtclc
@ckngold1
@smh5919
@grownupw
@skyculture7
@so1004hj
@ki55777
@wishgom

Top Tweeters in G8:
@wildtakky39
@tamatron
@nekkumaa
@ngwowo5ojj
@hallyupotter
@_yingyuu
@nine__twelve
@magcringe_
@wyisjwy
@jisookissmymo

Top Tweeters in G9:
@n_adicc
@snasnaja2221
@beingsin
@ako_lue
@wamong_lre
@mikoteisbest
@allenait
@l_uzeea
@lutin98_2nd
@lay_n

Top Tweeters in G10:
@90nac
@gof2ull
@pre_collect
@oneshot_istp
@bong_soon_2
@randommmypp
@jjin___isfp6
@ryeong_istp
@mbti_is_tp
@dd0dd_3_


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