%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85, Twitter, 3/8/2021 1:35:21 PM, 250351


FAQ | Problem?

%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85_2021-03-07_20-34-13.xlsx
원격수업_2021-03-07_20-34-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2021
Short Description:
원격수업 via NodeXL https://bit.ly/3t0vlVb
@yonhaptweet
@gazigazi_teach
@tch_sister
@kbsnews
@vqwdvhfm5fcnmbo
@lollyzzzyou
@eboo0
@ohmynews_korea
@beatriceagain
@our_moe

Top hashtags:
#원격수업용무선마이크
#온라인수업용무선마이크
#유튜버방송용무선마이크
#방송용무선마이크

Description:
Description
The graph represents a network of 1,968 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, 08 March 2021 at 04:45 UTC.

The requested start date was Saturday, 06 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 63-day, 17-hour, 35-minute period from Friday, 01 January 2021 at 02:30 UTC to Friday, 05 March 2021 at 20:05 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 : 1968
Unique Edges : 977
Edges With Duplicates : 2496
Total Edges : 3473
Number of Edge Types : 5
Tweet : 1174
Replies to : 234
Retweet : 1068
MentionsInRetweet : 984
Mentions : 13
Self-Loops : 1258
Reciprocated Vertex Pair Ratio : 0.00944287063267233
Reciprocated Edge Ratio : 0.0187090739008419
Connected Components : 975
Single-Vertex Connected Components : 727
Maximum Vertices in a Connected Component : 516
Maximum Edges in a Connected Component : 1314
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.268606
Graph Density : 0.000276152037066888
Modularity : 0.402772
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,968 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, 08 March 2021 at 04:45 UTC.

The requested start date was Saturday, 06 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 63-day, 17-hour, 35-minute period from Friday, 01 January 2021 at 02:30 UTC to Friday, 05 March 2021 at 20:05 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:
[96] https://handywave.co.kr/ab-ABS_goods_v-48
[83] https://handywave.co.kr/ab-ABS_goods_v-49
[77] https://v.kakao.com/v/20210224120604113?from=tgt
[44] https://news.v.daum.net/v/20210123123309539
[36] https://handywave.co.kr/ab-ABS_goods_v-51
[36] https://handywave.co.kr/ab-ABS_goods_v-50
[33] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[29] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[24] https://handywave.co.kr/ab-ABS_goods_l?category_id=1005
[17] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002713817

Top URLs in Tweet in G1:
[12] 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
[2] http://www.lullu.net/31619
[2] https://n.news.naver.com/article/020/0003335578?lfrom=twitter
[2] https://onoffmix.com/event/232283
[2] https://blog.naver.com/ssh6993/222236207800

Top URLs in Tweet in G3:
[70] 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 G4:
[4] https://v.kakao.com/v/20210224120604113?from=tgt
[1] https://twitter.com/blackkbberry/status/1349936161435709443

Top URLs in Tweet in G5:
[2] https://v.kakao.com/v/20210224120604113?from=tgt
[2] http://www.edupress.kr/news/articleView.html?idxno=7003
[1] https://twitter.com/lollyzzzyou/status/1354955777685950473
[1] https://twitter.com/beatriceagain/status/1344854654757134338
[1] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[1] https://news.v.daum.net/v/20210120215201956?x_trkm=t
[1] http://www.edupress.kr/news/articleView.html?idxno=6924
[1] https://magureview.tistory.com/16
[1] https://twitter.com/Lollyzzzyou/status/1349940395346591745

Top URLs in Tweet in G6:
[27] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[10] https://www.yna.co.kr/view/AKR20210222134900530?input=tw
[6] https://www.yna.co.kr/view/AKR20210304065751530?input=tw
[3] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[1] https://v.kakao.com/v/20210224120604113?from=tgt
[1] https://news.v.daum.net/v/20210106123702245

Top URLs in Tweet in G7:
[16] 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] http://www.edupress.kr/news/articleView.html?idxno=7120
[3] https://news.v.daum.net/v/20210123123309539?x_trkm=t
[3] https://www.vop.co.kr/A00001552067.html
[3] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002722581
[2] http://m.news.eduhope.net/a.html?uid=23029
[2] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002709422

Top URLs in Tweet in G8:
[12] http://news.kbs.co.kr/news/view.do?ncd=5085417
[9] http://news.kbs.co.kr/news/view.do?ncd=5125518
[8] https://www.hankookilbo.com/News/Read/A2021011417160004272?1611038427784
[6] http://news.kbs.co.kr/news/view.do?ncd=5099603
[5] https://news.sbs.co.kr/news/endPage.do?news_id=N1006157370&plink=TWEET&cooper=TWITTER
[5] https://news.v.daum.net/v/20210123123309539
[1] http://news.kbs.co.kr/news/view.do?ncd=5129450
[1] https://www.yna.co.kr/view/AKR20210222134900530?input=tw
[1] https://www.yna.co.kr/view/AKR20210215038700009?input=tw

Top URLs in Tweet in G9:
[26] https://news.v.daum.net/v/20210123123309539
[9] https://news.v.daum.net/v/20210213120600237
[2] https://news.v.daum.net/v/20210213092313923
[1] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[1] https://m.blog.naver.com/makeup446/222243309527
[1] https://m.blog.naver.com/dongi0508/221916883909

Top URLs in Tweet in G10:
[7] https://news.v.daum.net/v/20210205144613609?x_trkm=t
[7] https://mnews.joins.com/article/23999019
[3] https://www.chosun.com/national/2021/02/05/ESCEAHDGPVFOLLDEZS63WRDZ6Q/?utm_source=twitter&utm_medium=social&utm_campaign=twitter-post
[2] http://news.kbs.co.kr/news/view.do?ncd=5099603
[1] https://n.news.naver.com/mnews/article/421/0005153093?sid=102&lfrom=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[462] co.kr
[135] daum.net
[77] kakao.com
[53] coupang.com
[46] naver.com
[33] ohmynews.com
[32] youtube.com
[18] twitter.com
[10] imbc.com
[8] hankookilbo.com

Top Domains in Tweet in G1:
[53] coupang.com
[39] naver.com
[37] daum.net
[37] co.kr
[10] twitter.com
[6] breaknews.com
[5] bzeronews.com
[4] gdomin.kr
[4] dkitnews.com
[3] gpjn.kr

Top Domains in Tweet in G3:
[70] kakao.com
[1] co.kr

Top Domains in Tweet in G4:
[4] kakao.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com
[3] edupress.kr
[2] kakao.com
[2] daum.net
[1] tistory.com

Top Domains in Tweet in G6:
[43] co.kr
[4] daum.net
[1] kakao.com

Top Domains in Tweet in G7:
[32] ohmynews.com
[10] imbc.com
[7] daum.net
[3] edupress.kr
[3] co.kr
[2] eduhope.net

Top Domains in Tweet in G8:
[35] co.kr
[8] hankookilbo.com
[5] daum.net

Top Domains in Tweet in G9:
[37] daum.net
[2] naver.com
[1] co.kr

Top Domains in Tweet in G10:
[7] daum.net
[7] joins.com
[3] chosun.com
[2] co.kr
[1] naver.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[204] 원격수업용무선마이크
[195] 온라인수업용무선마이크
[168] 유튜버방송용무선마이크
[165] 방송용무선마이크
[114] 녹화용무선마이크
[71] 원격수업용무선마이크
[68] 온라인수업용무선마이크
[62] 유횜버방송용무선마이크
[62] 방송용무선마이크
[56] 녹화용무선마이크



Top Hashtags in Tweet in G1:
[6] 아산
[6] 둔포중학교
[4] 원격수업
[4] 원격수업
[3] 노트북
[3] 원격
[2] 온라인수업
[2] 특가
[2] 핫딜
[2] 건오

Top Hashtags in Tweet in G5:
[1] 아산
[1] 둔포중학교

Top Hashtags in Tweet in G7:
[19] 둔포중학교
[16] 교장_박종인
[16] 학교법인_조광학원
[16] 졸업선물
[16] 태불릿노트북
[8] 대면수업
[7] 문재인_대통령
[3] 아산
[3] 코로나19
[3] 교육불평등

Top Hashtags in Tweet in G8:
[28] kbs
[26] kbs뉴스
[5] sbs뉴욤
[2] kbs뉴욤

Top Hashtags in Tweet in G9:
[1] 이재명
[1] 원격수업
[1] 초등학생
[1] 디지털교육지원

Top Hashtags in Tweet in G10:
[2] kbs뉴스
[2] kbs

Top Words
Top Words in Tweet in Entire Graph:
[12744] ì
[8894] ë
[4290] ê
[3268] í
[1565] ìˆ
[1315] œ
[1252] 원격수업
[1017] ìš
[702] êµ
[695] ϓ

Top Words in Tweet in G1:
[4309] ì
[2785] ë
[1588] ê
[1012] í
[620] œ
[521] ìˆ
[373] 원격수업
[250] ϑ
[230] ìš
[210] ëš

Top Words in Tweet in G2:
[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 G3:
[78] 원격수업
[71] 거
[69] tch_sister
[69] 미친
[69] 아니냐
[69] 아무리
[69] 저작권
[69] 초상권
[69] 일러줘도
[69] 참

Top Words in Tweet in G4:
[581] ì
[415] ë
[252] ê
[182] í
[102] 원격수업
[77] œ
[62] êµ
[53] ìˆ
[50] 원격수업을
[40] 현장

Top Words in Tweet in G5:
[670] ì
[639] ë
[264] í
[250] ê
[88] œ
[88] êµ
[88] ëš
[74] ìˆ
[62] 원격수업
[58] ϓ

Top Words in Tweet in G6:
[316] ì
[253] ë
[110] í
[110] ê
[61] œ
[55] 원격수업
[40] yonhaptweet
[34] ìž
[31] ëš
[28] êµ

Top Words in Tweet in G7:
[224] ì
[107] ë
[62] ê
[54] í
[46] 원격수업
[26] ohmynews_korea
[26] 기자
[19] 힘들었지
[19] 졸업생
[19] 모두에게

Top Words in Tweet in G8:
[57] ì
[37] 원격수업
[28] #kbs
[26] #kbs뉴스
[25] kbsnews
[18] ë
[15] ê
[12] 수업
[11] í
[11] ìž

Top Words in Tweet in G9:
[47] 원격수업
[36] 다음뉴스
[26] 힘들었지
[26] 졸업생
[26] 모두에게
[26] '태블릿
[26] 노트북'
[26] 선물
[21] bjland88
[15] 지원

Top Words in Tweet in G10:
[159] ì
[102] ë
[51] ê
[29] í
[29] 원격
[24] 빙고
[24] 초성게임하고
[24] 끝
[24] 학교
[24] 수업에

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3142] ë,ì
[3006] ì,ì
[2719] ì,ë
[1752] ì,ê
[1524] ë,ë
[1334] ìˆ,ì
[1051] ê,ì
[845] ê,ìˆ
[829] ì,í
[614] ë,ê

Top Word Pairs in Tweet in G1:
[1204] ì,ì
[775] ë,ì
[768] ì,ë
[657] ì,ê
[563] ë,ë
[431] ìˆ,ì
[404] ê,ì
[325] ì,í
[298] ê,ìˆ
[258] ë,ê

Top Word Pairs in Tweet in G2:
[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 G3:
[69] 미친,거
[69] 거,아니냐
[69] 아니냐,아무리
[69] 아무리,원격수업
[69] 원격수업,저작권
[69] 저작권,초상권
[69] 초상권,일러줘도
[69] 일러줘도,참
[69] 참,교권
[69] 교권,어디까지

Top Word Pairs in Tweet in G4:
[196] ì,ì
[123] ì,ê
[109] ì,ë
[102] ë,ì
[101] ë,ë
[56] ê,ë
[52] ë,í
[46] í,ì
[44] ìˆ,ì
[42] ê,ê

Top Word Pairs in Tweet in G5:
[170] ì,ì
[158] ë,ë
[117] ì,ë
[105] ì,ê
[92] ì,í
[84] í,ë
[82] ë,í
[75] ë,ì
[69] ë,ê
[69] ìˆ,ì

Top Word Pairs in Tweet in G6:
[85] ì,ë
[69] ë,ì
[60] ì,ì
[50] ë,ë
[35] ì,í
[31] ì,ê
[31] œ,ì
[28] ê,ë
[28] ë,œ
[27] 원격수업,장기화에

Top Word Pairs in Tweet in G7:
[76] ì,ì
[45] ì,ë
[26] ì,ê
[20] ê,ì
[19] ì,í
[19] 원격수업,힘들었지
[19] 힘들었지,졸업생
[19] 졸업생,모두에게
[19] 모두에게,'태블릿
[19] '태블릿,노트북'

Top Word Pairs in Tweet in G8:
[26] #kbs뉴스,#kbs
[16] ì,ì
[15] ë,ì
[11] ì,ë
[11] 유은혜,코로나19에
[11] 코로나19에,효과적으로
[11] 효과적으로,대응
[11] 대응,원격수업
[11] 원격수업,활성화
[11] 활성화,전

Top Word Pairs in Tweet in G9:
[26] 원격수업,힘들었지
[26] 힘들었지,졸업생
[26] 졸업생,모두에게
[26] 모두에게,'태블릿
[26] '태블릿,노트북'
[26] 노트북',선물
[25] 선물,다음뉴스
[21] bjland88,원격수업
[13] 초등학생,원격수업
[13] 원격수업,'디지털

Top Word Pairs in Tweet in G10:
[44] ì,ì
[30] ë,ë
[24] 빙고,초성게임하고
[24] 초성게임하고,끝
[24] 끝,학교
[24] 학교,원격
[24] 원격,수업에
[24] 수업에,분노하는
[24] 분노하는,엄마들
[20] ê,ì

Top Replied-To
Top Replied-To in Entire Graph:
@origin0905
@sim_angry_
@eungnyang
@chya_0606
@pongmultifitwo
@o_o__nly_sxvxn
@drdragon_invent
@31titaness77
@960ha0hee
@lucy_17526

Top Replied-To in G1:

Top Replied-To in G3:
@sim_angry_
@adverbkr

Top Replied-To in G4:
@hakgyononono
@mingamst_
@sim_angry_
@zzzangzanggirl
@a11133072
@hakgyogeokjeong
@chloe_y110

Top Replied-To in G5:
@neiszzang
@deltain1630
@ruka_is_done
@lu18658945
@zzzyou_s2

Top Replied-To in G6:
@ashtoashtree

Top Replied-To in G9:
@j71klrk8kh9kygv
@sk0926

Top Replied-To in G10:
@kawaishaka

Top Mentioned
Top Mentioned in Entire Graph:
@maegukleftgal
@tch_sister
@handywave
@wirelessserial
@jjchoi87
@lollyzzzyou
@yonhaptweet
@jinyeongkim2000
@gazigazi_teach
@hghrfrthrfstr

Top Mentioned in G1:
@pairsonnalitesa
@agit00
@yunjaegug8039
@z_ero_00

Top Mentioned in G2:
@maegukleftgal

Top Mentioned in G3:
@tch_sister
@lollyzzzyou
@extrabitterst
@gazigazi_teach
@howoohowwoo

Top Mentioned in G4:
@gazigazi_teach
@howoohowwoo
@blackkbberry
@wickedfemi
@mingamst_
@tch_sister
@hghrfrthrfstr
@vomaftervi
@avava_777
@hcl2t7u2sxmjbn9

Top Mentioned in G5:
@lollyzzzyou
@hghrfrthrfstr
@avava_777
@howoohowwoo
@deltain1630
@gazigazi_teach
@tch_sister
@wantretire18
@neiszzang

Top Mentioned in G6:
@yonhaptweet
@beatriceagain
@economicview
@nrnbnrnb
@lollyzzzyou
@naveronica1
@tch_sister

Top Mentioned in G7:
@ohmynews_korea
@mbcnews
@4usamu
@manishope
@hakgyogeokjeong
@avava_777
@gazigazi_teach

Top Mentioned in G8:
@kbsnews
@hankookilbo
@sbs8news
@corea1
@yonhaptweet

Top Mentioned in G9:
@bjland88
@cwzicrfixl77wnw
@makeup446
@jayhbak1
@yonhaptweet
@sk0926
@jinyeongkim2000

Top Mentioned in G10:
@charles20pacs
@joongangilbo
@chhioo1
@k20132019
@chosun
@kbsnews

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@eggry
@hokcenayeokcena
@angelajeong
@relaxoowang
@seraph506
@edubox123
@kirame7
@kittysister

Top Tweeters in G1:
@pairsonnalitesa
@seraph506
@breaknewscom
@yeokbo
@etrangeraseoul
@shim920
@hyechulson
@wkdrnsdl1
@koreanewswire
@jinyong_etc

Top Tweeters in G2:
@chya_poppp
@fn_choudol
@sinabro0106
@a_labyrinthos
@sithclare
@jw_happyday
@re_trie
@shapeapple
@jyj971101
@carrot_4037

Top Tweeters in G3:
@hokcenayeokcena
@zhcmdbzl
@leon_s2
@valkyries0430
@lucyblackpearl
@jhs3272
@sygmael
@nacho_fruit
@1q2w3e____0000
@isniaky

Top Tweeters in G4:
@saynomoreword
@ginko_to_kureha
@1ive1ike1una
@profjoo
@kkj9196
@rainbow_111227
@justinapang
@fnm_dolphin
@jmcho2008
@ode_to_like

Top Tweeters in G5:
@ths02130
@fake_meater
@hyunlu
@kaisererin
@kookietheone
@kjapplex2
@2020blacklove
@m_seoha_s
@etgeneral
@ltt127

Top Tweeters in G6:
@eggry
@sseagles13
@enki_nobady
@mgc41
@luuuuuuuuuuuu
@silverkey027
@yonhaptweet
@sowhatsuresure
@perspc
@i_say_ssaem

Top Tweeters in G7:
@edubox123
@turkeyfiend
@metchaumang
@windsisle
@ohmynews_korea
@lobworld
@9032a2c5dcf5473
@dayofthehappy
@d1835mini
@jungenwerther00

Top Tweeters in G8:
@angelajeong
@ssayyes
@hyoker3690
@corea1
@tjrlghks11
@jungjoo1215
@_iruka
@sainatneo
@red63438460
@sbs8news

Top Tweeters in G9:
@whytory0528
@eoj250811
@6636samonna
@z0dd8
@dkd515
@cwzicrfixl77wnw
@jae_hyun123
@jenoviaji1234
@dilkusha21
@kain_kim1

Top Tweeters in G10:
@sanyacho211
@woo___oh
@happymoments56
@cccdebug
@arissr_o
@chhioo1
@minsumi77
@koreatiot
@yjleeeon
@joongangilbo


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