%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85, Twitter, 3/16/2021 2:30:19 AM, 250711


FAQ | Problem?

%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85_2021-03-14_21-34-13.xlsx
원격수업_2021-03-14_21-34-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2021
Short Description:
원격수업 via NodeXL https://bit.ly/3vw5man
@pfpfool
@nuts__jupiter
@startrek_reng
@yonhaptweet
@gazigazi_teach
@tch_sister
@howoohowwoo
@ashtoashtree
@ohmynews_korea
@kbsnews

Top hashtags:
#원격수업용무선마이크
#온라인수업용무선마이크
#유튜버방송용무선마이크
#방송용무선마이크

Description:
Description
The graph represents a network of 3,998 Twitter users whose tweets in the requested range contained "원격수업", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 March 2021 at 04:48 UTC.

The requested start date was Saturday, 13 March 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, 12-hour, 21-minute period from Friday, 01 January 2021 at 02:30 UTC to Friday, 12 March 2021 at 14:52 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 : 3998
Unique Edges : 1233
Edges With Duplicates : 6319
Total Edges : 7552
Number of Edge Types : 5
Retweet : 2910
MentionsInRetweet : 2811
Replies to : 300
Tweet : 1512
Mentions : 19
Self-Loops : 1612
Reciprocated Vertex Pair Ratio : 0.00515995872033024
Reciprocated Edge Ratio : 0.0102669404517454
Connected Components : 1211
Single-Vertex Connected Components : 913
Maximum Vertices in a Connected Component : 2253
Maximum Edges in a Connected Component : 4954
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.366308
Graph Density : 0.000182853498302817
Modularity : 0.397958
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,998 Twitter users whose tweets in the requested range contained "%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 March 2021 at 04:48 UTC.

The requested start date was Saturday, 13 March 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, 12-hour, 21-minute period from Friday, 01 January 2021 at 02:30 UTC to Friday, 12 March 2021 at 14:52 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%9B%90%EA%B2%A9%EC%88%98%EC%97%85
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:
[120] https://handywave.co.kr/ab-ABS_goods_v-48
[95] https://handywave.co.kr/ab-ABS_goods_v-49
[77] https://v.kakao.com/v/20210224120604113?from=tgt
[60] https://handywave.co.kr/ab-ABS_goods_v-50
[44] https://news.v.daum.net/v/20210123123309539
[36] https://handywave.co.kr/ab-ABS_goods_v-51
[33] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[29] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[24] https://www.handywave.co.kr/ab-1682
[24] https://www.handywave.co.kr/ab-1681

Top URLs in Tweet in G1:
[2] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[1] https://twitter.com/yopyop7777/status/1355716180141428736
[1] https://n.news.naver.com/mnews/article/421/0005153093?sid=102&lfrom=twitter

Top URLs in Tweet in G2:
[11] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[9] https://news.v.daum.net/v/20210123123309539
[6] https://link.coupang.com/re/AFFSDP?lptag=AF0822679&subid=kksuyoung&pageKey=4361189852&itemId=5129142895&vendorItemId=72438564635&traceid=V0-153-661e690b9b386945
[4] https://link.coupang.com/re/AFFSDP?lptag=AF9792233&subid=MACROtwitter&pageKey=4361189852&itemId=5129142895&vendorItemId=72438564635&traceid=V0-153-661e690b9b386945
[4] https://link.coupang.com/re/AFFSDP?lptag=AF5768737&subid=TwitterKakaoId&pageKey=4591372256&itemId=5646787938&vendorItemId=72945786333&traceid=V0-153-83a0140968fb35e4
[3] https://www.newswire.co.kr/newsRead.php?no=917505
[3] https://link.coupang.com/re/AFFSDP?lptag=AF7615855&subid=wpcoupang&pageKey=4361189852&itemId=5129142895&vendorItemId=72438564635&traceid=V0-153-661e690b9b386945
[2] http://www.lullu.net/31619
[2] https://n.news.naver.com/article/020/0003335578?lfrom=twitter
[2] https://onoffmix.com/event/232283

Top URLs in Tweet in G3:
[4] https://v.kakao.com/v/20210224120604113?from=tgt
[2] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[1] https://magureview.tistory.com/16
[1] https://twitter.com/Lollyzzzyou/status/1349940395346591745
[1] https://twitter.com/beatriceagain/status/1344854654757134338
[1] https://twitter.com/blackkbberry/status/1349936161435709443
[1] https://twitter.com/lollyzzzyou/status/1354955777685950473

Top URLs in Tweet in G5:
[28] https://news.v.daum.net/v/20210123123309539
[10] http://www.vop.co.kr/A00001542434.html
[9] https://news.v.daum.net/v/20210213120600237
[6] http://news.khan.co.kr/kh_news/khan_art_view.html?artid=202101281113001&code=940401&utm_source=twitter&utm_medium=social_share
[5] https://news.v.daum.net/v/20210224120055803?x_trkm=t
[3] https://news.v.daum.net/v/20210113105722579?x_trkm=t
[3] https://news.v.daum.net/v/20210210113710092?x_trkm=t
[2] https://news.v.daum.net/v/20210213092313923
[2] https://news.v.daum.net/v/20210307195455885?x_trkm=t
[1] http://news.kbs.co.kr/news/view.do?ncd=5135232

Top URLs in Tweet in G6:
[72] https://v.kakao.com/v/20210224120604113?from=tgt
[1] https://m.yna.co.kr/amp/view/AKR20210304093500065?input=tw&__twitter_impression=true

Top URLs in Tweet in G8:
[12] http://news.kbs.co.kr/news/view.do?ncd=5085417
[8] http://news.kbs.co.kr/news/view.do?ncd=5099603
[8] http://news.kbs.co.kr/news/view.do?ncd=5125518
[7] https://news.v.daum.net/v/20210205144613609?x_trkm=t
[7] https://mnews.joins.com/article/23999019
[5] http://news.kbs.co.kr/news/view.do?ncd=5135232
[5] https://news.v.daum.net/v/20210123123309539
[3] https://www.chosun.com/national/2021/02/05/ESCEAHDGPVFOLLDEZS63WRDZ6Q/?utm_source=twitter&utm_medium=social&utm_campaign=twitter-post
[1] https://www.yna.co.kr/view/AKR20210222134900530?input=tw
[1] http://news.kbs.co.kr/news/view.do?ncd=5129450

Top URLs in Tweet in G9:
[17] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002713817
[10] https://imnews.imbc.com/news/2021/society/article/6104908_34873.html
[10] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002712158
[4] https://news.v.daum.net/v/20210208050645365
[3] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[3] https://www.vop.co.kr/A00001552067.html
[3] http://www.edupress.kr/news/articleView.html?idxno=7120
[3] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002722581
[2] https://news.v.daum.net/v/20210310065250081
[2] http://www.eduinnews.co.kr/news/articleView.html?idxno=38196

Top URLs in Tweet in G10:
[26] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[10] https://www.yna.co.kr/view/AKR20210308160151085?input=tw
[10] https://www.yna.co.kr/view/AKR20210222134900530?input=tw
[8] https://www.hankookilbo.com/News/Read/A2021011417160004272?1611038427784
[6] https://www.yna.co.kr/view/AKR20210304065751530?input=tw
[5] https://news.sbs.co.kr/news/endPage.do?news_id=N1006157370&plink=TWEET&cooper=TWITTER
[3] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[1] https://v.kakao.com/v/20210224120604113?from=tgt
[1] http://news.kbs.co.kr/news/view.do?ncd=5125518
[1] https://news.v.daum.net/v/20210106123702245

Top Domains
Top Domains in Tweet in Entire Graph:
[604] co.kr
[141] daum.net
[77] kakao.com
[75] coupang.com
[50] naver.com
[33] youtube.com
[33] ohmynews.com
[24] twitter.com
[10] imbc.com
[8] hankookilbo.com

Top Domains in Tweet in G1:
[2] daum.net
[1] twitter.com
[1] naver.com

Top Domains in Tweet in G2:
[75] coupang.com
[42] naver.com
[40] co.kr
[37] daum.net
[14] twitter.com
[6] breaknews.com
[6] bzeronews.com
[5] gdomin.kr
[5] dkitnews.com
[3] youtube.com

Top Domains in Tweet in G3:
[4] twitter.com
[4] kakao.com
[2] co.kr
[1] tistory.com

Top Domains in Tweet in G5:
[53] daum.net
[19] co.kr
[3] naver.com
[1] bit.ly

Top Domains in Tweet in G6:
[72] kakao.com
[1] co.kr

Top Domains in Tweet in G8:
[35] co.kr
[12] daum.net
[7] joins.com
[3] chosun.com
[1] naver.com

Top Domains in Tweet in G9:
[33] ohmynews.com
[10] daum.net
[10] imbc.com
[5] co.kr
[5] edupress.kr
[2] eduhope.net

Top Domains in Tweet in G10:
[58] co.kr
[8] hankookilbo.com
[4] daum.net
[1] kakao.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[264] 원격수업용무선마이크
[249] 온라인수업용무선마이크
[201] 유튜버방송용무선마이크
[198] 방송용무선마이크
[141] 녹화용무선마이크
[71] 원격수업용무선마이크
[68] 온라인수업용무선마이크
[66] 강의용무선마이크
[66] 무선마이크
[66] 스와니폰



Top Hashtags in Tweet in G1:
[2] 아산
[2] 둔포중학교

Top Hashtags in Tweet in G2:
[5] 아산
[5] 둔포중학교
[5] 원격수업
[4] 원격수업
[3] 노트북
[3] 원격
[2] 온라인수업
[2] 특가
[2] 핫딜
[2] 건오

Top Hashtags in Tweet in G5:
[1] kbs뉴스
[1] kbs
[1] 이재명
[1] 원격수업
[1] 초등학생
[1] 디지털교육지원
[1] 2021ë…„
[1] 교육부
[1] 업무계획
[1] 원격수업

Top Hashtags in Tweet in G8:
[34] kbs
[32] kbs뉴스
[2] kbs뉴욤

Top Hashtags in Tweet in G9:
[20] 둔포중학교
[17] 교장_박종인
[17] 학교법인_조광학원
[17] 졸업선물
[17] 태불릿노트북
[8] 대면수업
[7] 문재인_대통령
[3] 아산
[3] 코로나19
[3] 교육불평등

Top Hashtags in Tweet in G10:
[5] sbs뉴욤
[1] kbs뉴스
[1] kbs

Top Words
Top Words in Tweet in Entire Graph:
[12742] ì
[8893] ë
[4289] ê
[3721] 원격
[3267] í
[3249] 모든
[1973] 수업
[1712] 원격수업
[1676] 있다
[1639] 매일

Top Words in Tweet in G1:
[3131] 원격
[3128] 모든
[1568] 수업
[1565] 일본
[1564] 많이들
[1564] 비웃지만
[1564] 어린이네
[1564] 초등학교
[1564] 도쿄
[1564] 에서는

Top Words in Tweet in G2:
[4189] ì
[2691] ë
[1528] ê
[983] í
[592] œ
[530] 원격수업
[510] ìˆ
[245] ϑ
[222] ìš
[205] êµ

Top Words in Tweet in G3:
[1336] ì
[1106] ë
[530] ê
[443] í
[206] 원격수업
[189] œ
[135] êµ
[124] ìˆ
[122] ëš
[86] ìž

Top Words in Tweet in G4:
[2159] ì
[1472] ë
[588] œëš
[493] ê
[393] í
[295] ϓ
[295] ìˆ
[197] ˆë
[98] ˆ
[98] 눈ë

Top Words in Tweet in G5:
[272] ì
[126] ê
[114] 원격수업
[87] 교육
[82] 불평등
[82] 이낙연
[59] í
[51] ë
[44] 코로나19
[43] 있다

Top Words in Tweet in G6:
[87] ë
[85] ì
[81] 원격수업
[73] 거
[71] tch_sister
[71] 미친
[71] 아니냐
[71] 아무리
[71] 저작권
[71] 초상권

Top Words in Tweet in G7:
[154] 거
[77] 현제유진
[77] 대학생
[77] 한유진
[77] 캠
[77] 켜진줄
[77] 모르고
[77] 원격수업
[77] 듣는데
[77] 성현제

Top Words in Tweet in G8:
[181] ì
[110] ë
[56] ê
[41] 원격
[40] 원격수업
[35] í
[34] #kbs
[32] #kbs뉴스
[30] kbsnews
[25] 학교

Top Words in Tweet in G9:
[257] ì
[140] ë
[75] ê
[71] 원격수업
[67] í
[27] ohmynews_korea
[27] 기자
[22] ˆë
[21] œ
[21] ìˆ

Top Words in Tweet in G10:
[185] ì
[127] ë
[84] í
[62] 원격수업
[60] ê
[48] yonhaptweet
[35] œ
[26] 장기화에
[26] 10
[26] 씩

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3142] ë,ì
[3006] ì,ì
[2719] ì,ë
[1770] 원격,수업
[1751] ì,ê
[1614] 많이들,일본
[1614] 일본,비웃지만
[1614] 비웃지만,어린이네
[1614] 어린이네,초등학교
[1614] 초등학교,도쿄

Top Word Pairs in Tweet in G1:
[1566] 원격,수업
[1564] 많이들,일본
[1564] 일본,비웃지만
[1564] 비웃지만,어린이네
[1564] 어린이네,초등학교
[1564] 초등학교,도쿄
[1564] 도쿄,에서는
[1564] 에서는,최근
[1564] 최근,모든
[1564] 모든,학생들에게

Top Word Pairs in Tweet in G2:
[1169] ì,ì
[749] ë,ì
[744] ì,ë
[636] ì,ê
[539] ë,ë
[422] ìˆ,ì
[389] ê,ì
[321] ì,í
[292] ê,ìˆ
[247] ë,ê

Top Word Pairs in Tweet in G3:
[388] ì,ì
[266] ë,ë
[254] ì,ë
[234] ì,ê
[205] ë,ì
[133] ê,ë
[130] ë,í
[124] ì,í
[110] ìˆ,ì
[104] í,ë

Top Word Pairs in Tweet in G4:
[981] ë,ì
[588] ì,œëš
[393] ì,ë
[392] ì,ì
[295] ì,œì
[294] ë,ë
[294] œëš,ê
[196] œëš,ì
[196] ì,ê
[196] ìˆ,ì

Top Word Pairs in Tweet in G5:
[85] ì,ì
[82] 교육,불평등
[63] ì,ê
[41] 코로나19,교육
[41] 불평등,심화
[41] 심화,악순환
[41] 악순환,끊어야
[41] 끊어야,이낙연
[41] 이낙연,원격수업
[41] 원격수업,교육

Top Word Pairs in Tweet in G6:
[71] 미친,거
[71] 거,아니냐
[71] 아니냐,아무리
[71] 아무리,원격수업
[71] 원격수업,저작권
[71] 저작권,초상권
[71] 초상권,일러줘도
[71] 일러줘도,참
[71] 참,교권
[71] 교권,어디까지

Top Word Pairs in Tweet in G7:
[77] 현제유진,대학생
[77] 대학생,한유진
[77] 한유진,캠
[77] 캠,켜진줄
[77] 켜진줄,모르고
[77] 모르고,원격수업
[77] 원격수업,듣는데
[77] 듣는데,성현제
[77] 성현제,39
[77] 39,교수

Top Word Pairs in Tweet in G8:
[50] ì,ì
[32] #kbs뉴스,#kbs
[30] ë,ë
[24] 빙고,초성게임하고
[24] 초성게임하고,끝
[24] 끝,학교
[24] 학교,원격
[24] 원격,수업에
[24] 수업에,분노하는
[24] 분노하는,엄마들

Top Word Pairs in Tweet in G9:
[83] ì,ì
[51] ì,ë
[31] ì,ê
[24] ì,í
[22] ë,í
[21] ê,ì
[21] ìˆ,ì
[21] ë,ì
[20] 원격수업,힘들었지
[20] 힘들었지,졸업생

Top Word Pairs in Tweet in G10:
[48] ì,ë
[42] ë,ì
[31] ì,ì
[29] ì,í
[26] 원격수업,장기화에
[26] 장기화에,10
[26] 10,씩
[26] 씩,살찐
[26] 살찐,아이들
[26] 아이들,영양섭취

Top Replied-To
Top Replied-To in Entire Graph:
@origin0905
@eungnyang
@sim_angry_
@adverbkr
@x3b9rzyktydgohw
@jin_love_0102
@chya_0606
@pongmultifitwo
@o_o__nly_sxvxn
@drdragon_invent

Top Replied-To in G2:

Top Replied-To in G3:
@ruka_is_done
@lu18658945
@lollyzzzyou
@lemona_teacher
@deltain1630
@burnoutrice
@zzzangzanggirl
@gdoooob
@mingamst_
@hakgyononono

Top Replied-To in G5:
@cwzicrfixl77wnw
@j71klrk8kh9kygv
@sk0926

Top Replied-To in G6:
@adverbkr
@sim_angry_

Top Replied-To in G8:
@kawaishaka

Top Mentioned
Top Mentioned in Entire Graph:
@pfpfool
@maegukleftgal
@handywave
@wirelessserial
@jjchoi87
@nuts__jupiter
@tch_sister
@howoohowwoo
@yonhaptweet
@lollyzzzyou

Top Mentioned in G1:
@pfpfool

Top Mentioned in G2:
@pairsonnalitesa
@agit00
@yunjaegug8039
@z_ero_00
@w8bmocoybmwmmni

Top Mentioned in G3:
@howoohowwoo
@lollyzzzyou
@gazigazi_teach
@hghrfrthrfstr
@pfpfool
@blackkbberry
@beatriceagain
@avava_777
@wickedfemi
@mingamst_

Top Mentioned in G4:
@maegukleftgal

Top Mentioned in G5:
@jinyeongkim2000
@bjland88
@newsvop
@cwzicrfixl77wnw
@jasmine_vanbeat
@our_moe
@kyunghyang
@makeup446
@jayhbak1
@singingsing00

Top Mentioned in G6:
@tch_sister
@pfpfool
@howoohowwoo
@extrabitterst
@lollyzzzyou
@hghrfrthrfstr
@blackkbberry
@wickedfemi

Top Mentioned in G7:
@nuts__jupiter
@pfpfool
@naeseugeup

Top Mentioned in G8:
@kbsnews
@charles20pacs
@joongangilbo
@chhioo1
@k20132019
@corea1
@pfpfool
@chosun
@yonhaptweet

Top Mentioned in G9:
@ohmynews_korea
@busancitygovt
@mbcnews
@4usamu
@manishope
@pfpfool
@hghrfrthrfstr
@ideduid
@hakgyogeokjeong

Top Mentioned in G10:
@yonhaptweet
@hankookilbo
@economicview
@pfpfool
@sbs8news
@naveronica1
@tch_sister
@kbsnews
@lollyzzzyou

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@eggry
@hokcenayeokcena
@angelajeong
@marshmallgom
@relaxoowang
@goongma
@seraph506
@edubox123

Top Tweeters in G1:
@marshmallgom
@goongma
@anne_xol
@d01te
@pleasure54
@discostar
@xiugeun
@5024dbsdl
@mazin_043uma
@chomap

Top Tweeters in G2:
@pairsonnalitesa
@seraph506
@breaknewscom
@yeokbo
@hyechulson
@wkdrnsdl1
@koreanewswire
@jinyong_etc
@aeravera
@tpstm301

Top Tweeters in G3:
@ths02130
@enki_nobady
@fake_meater
@hyunlu
@saynomoreword
@paintea_md
@kaisererin
@kookietheone
@sssweetly
@ginko_to_kureha

Top Tweeters in G4:
@chya_poppp
@fn_choudol
@sinabro0106
@a_labyrinthos
@sithclare
@jw_happyday
@re_trie
@shapeapple
@jyj971101
@carrot_4037

Top Tweeters in G5:
@kt7794
@wdtd060515
@stangelkwangsuk
@skymanhan
@whytory0528
@zd95jmfnokb5cpz
@artemizhb
@eoj250811
@note_parksm
@dondaeji

Top Tweeters in G6:
@hokcenayeokcena
@zhcmdbzl
@leon_s2
@valkyries0430
@lucyblackpearl
@jhs3272
@sygmael
@nacho_fruit
@1q2w3e____0000
@isniaky

Top Tweeters in G7:
@giri01060802
@startrek_reng
@sseldeupum
@gksfl0402
@nuts__jupiter
@sgeuppanun_bobu
@nihilla92
@pallowar
@xoxor52
@watersh_

Top Tweeters in G8:
@angelajeong
@sanyacho211
@hyoker3690
@corea1
@woo___oh
@tjrlghks11
@happymoments56
@souzaeluam
@sainatneo
@cccdebug

Top Tweeters in G9:
@edubox123
@turkeyfiend
@metchaumang
@windsisle
@blessedmary52
@ohmynews_korea
@look_talk
@xylitoldrink
@timeguard81
@lobworld

Top Tweeters in G10:
@eggry
@ssayyes
@sseagles13
@jungjoo1215
@mgc41
@_iruka
@luuuuuuuuuuuu
@silverkey027
@mynona312
@yonhaptweet


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