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%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85_2021-06-18_20-42-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2021
Short Description:
원격수업 via NodeXL https://bit.ly/3xDoZ0t
@hankookilbo
@thebluehousekr
@otori13
@sysaida3200
@lukalouisriri
@yonhaptweet
@a11133072
@forestogether08
@namhoon
@rlfgprudrudgml

Top hashtags:
#원격수업용무선마이크
#온라인수업용무선마이크
#유튜버방송용무선마이크
#방송용무선마이크

Description:
Description
The graph represents a network of 3,471 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 Saturday, 19 June 2021 at 03:51 UTC.

The requested start date was Saturday, 19 June 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 78-day, 9-hour, 4-minute period from Thursday, 01 April 2021 at 00:05 UTC to Friday, 18 June 2021 at 09:09 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 : 3471
Unique Edges : 1369
Edges With Duplicates : 5293
Total Edges : 6662
Number of Edge Types : 5
Retweet : 2289
MentionsInRetweet : 2424
Tweet : 1594
Replies to : 325
Mentions : 30
Self-Loops : 1671
Reciprocated Vertex Pair Ratio : 0.00461006530925855
Reciprocated Edge Ratio : 0.00917782026768642
Connected Components : 1193
Single-Vertex Connected Components : 871
Maximum Vertices in a Connected Component : 1471
Maximum Edges in a Connected Component : 3417
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.839993
Graph Density : 0.000217113888065544
Modularity : 0.434778
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,471 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 Saturday, 19 June 2021 at 03:51 UTC.

The requested start date was Saturday, 19 June 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 78-day, 9-hour, 4-minute period from Thursday, 01 April 2021 at 00:05 UTC to Friday, 18 June 2021 at 09:09 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:
[480] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[71] https://handywave.co.kr/ab-ABS_goods_v-48
[70] https://www.yna.co.kr/view/AKR20210507086100530?input=tw
[60] https://handywave.co.kr/ab-ABS_goods_v-51
[60] https://handywave.co.kr/ab-ABS_goods_v-49
[49] https://twitter.com/otori13/status/1384722769858891776
[36] https://handywave.co.kr/ab-ABS_goods_v-50
[28] https://heromogo.postype.com/post/9780449
[12] https://www.handywave.co.kr/ab-1682
[12] https://www.handywave.co.kr/ab-1681

Top URLs in Tweet in G1:
[2] http://www.onanews.net/sub_read.html?uid=69729
[2] http://www.gdomin.kr/36226
[2] https://blog.naver.com/ssh6993/222325047389
[2] https://twitter.com/museun_happen/status/1386855448830042117
[2] http://thebucheon.com/article/article_view.php?num=113038&acd=144&bcd=151
[2] http://newsshare.co.kr/sub_read.html?uid=233661&utm_source=dlvr.it&utm_medium=twitter
[2] http://www.sisamg.com/home/news.asp?id=33253
[2] http://www.sisamg.com/news.asp?33253
[1] https://ridibooks.com/books/1366000157
[1] https://twitter.com/naverwhale/status/1377436347430957058

Top URLs in Tweet in G2:
[424] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[1] https://www.hankookilbo.com/News/Read/A2021040514010005660?1617627612413

Top URLs in Tweet in G3:
[47] https://twitter.com/otori13/status/1384722769858891776
[29] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[4] https://jstris.jezevec10.com
[1] https://n.news.naver.com/article/003/0010456851

Top URLs in Tweet in G4:
[2] https://news.v.daum.net/v/20210513164649159
[2] http://www.headlinejeju.co.kr/news/articleView.html?idxno=447163
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DYKCeGdxw-q4&q=EgS4SO-bGNrPtYYGIhCauGUcIJAdqvfSgiCjIiveMgFy
[1] https://blog.naver.com/moeblog/222302863122
[1] https://www.youtube.com/watch?v=KSFc3qyPORs&feature=youtu.be

[1] https://news.v.daum.net/v/20210425193219068
[1] http://www.headlinejeju.co.kr/news/articleView.html?idxno=451398
[1] http://www.headlinejeju.co.kr/news/articleView.html?idxno=447231
[1] http://www.headlinejeju.co.kr/news/articleView.html?idxno=448919
[1] http://www.headlinejeju.co.kr/news/articleView.html?idxno=449516

Top URLs in Tweet in G5:
[11] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[3] http://news.khan.co.kr/kh_news/khan_art_view.html?artid=202105031119001&code=940401&utm_source=twitter&utm_medium=social_share
[2] https://trythis.co.kr/Swiper/400004152&R
[2] https://news.v.daum.net/v/20210417061034278
[2] http://m.news.eduhope.net/a.html?uid=23279&page=1&sc=&s_k=&s_t=
[1] http://news.naver.com/main/read.nhn?mode=LSD&mid=sec&sid1=001&oid=001&aid=0012388560&lfrom=twitter&spi_ref=m_news_twitter
[1] https://twitter.com/gdmorningyall/status/1378972102787653638
[1] https://www.khan.co.kr/article/202105031119001
[1] http://m.news.eduhope.net/a.html?uid=23389&page=1&sc=&s_k=&s_t=

Top URLs in Tweet in G8:
[70] https://www.yna.co.kr/view/AKR20210507086100530?input=tw
[9] http://www.vop.co.kr/A00001568464.html
[8] http://www.vop.co.kr/A00001573747.html
[6] https://www.khan.co.kr/national/education/article/202104130600005/?nv=stand&utm_source=naver&utm_medium=newsstand&utm_campaign=top&C=
[4] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[2] https://twitter.com/otori13/status/1384722769858891776
[1] https://news.v.daum.net/v/20210423215310611

Top Domains
Top Domains in Tweet in Entire Graph:
[481] hankookilbo.com
[432] co.kr
[87] twitter.com
[60] coupang.com
[39] naver.com
[30] daum.net
[28] postype.com
[26] youtube.com
[10] huffingtonpost.kr
[8] breaknews.com

Top Domains in Tweet in G1:
[60] coupang.com
[23] twitter.com
[19] naver.com
[19] co.kr
[8] newspic.kr
[8] breaknews.com
[6] newslinejeju.com
[5] daum.net
[5] ilovegangwon.com
[4] gdomin.kr

Top Domains in Tweet in G2:
[425] hankookilbo.com

Top Domains in Tweet in G3:
[47] twitter.com
[29] hankookilbo.com
[4] jezevec10.com
[1] naver.com

Top Domains in Tweet in G4:
[15] co.kr
[3] daum.net
[1] google.com
[1] naver.com
[1] youtube.com
[1] hankookilbo.com

Top Domains in Tweet in G5:
[11] hankookilbo.com
[6] co.kr
[3] eduhope.net
[2] daum.net
[1] naver.com
[1] twitter.com

Top Domains in Tweet in G8:
[93] co.kr
[4] hankookilbo.com
[2] twitter.com
[1] daum.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[239] 원격수업용무선마이크
[230] 온라인수업용무선마이크
[203] 유튜버방송용무선마이크
[200] 방송용무선마이크
[141] 녹화용무선마이크
[62] btsarmy
[62] bestfanarmy
[62] iheartawards
[60] 강의용무선마이크
[60] 무선마이크



Top Hashtags in Tweet in G1:
[3] 대면수업
[3] 원격수업
[3] 虹ヶ咲3rd_day2
[3] 제주
[3] 코로나19
[3] 미국
[3] 전남목포신문
[2] panews
[2] 스타트업뉴스
[2] startupnews

Top Hashtags in Tweet in G4:
[5] 미래교육센터
[4] 한국판뉴딜
[4] 교육부
[3] 원격실습
[1] 2021년
[1] 국민서포터즈
[1] 원격수업
[1] 국민
[1] 서포터즈
[1] 미래교육뉴딜

Top Hashtags in Tweet in G5:
[1] 소셜브릭

Top Hashtags in Tweet in G6:
[62] btsarmy
[62] bestfanarmy
[62] iheartawards
[55] bbmastopsocial
[4] bbmas

Top Words
Top Words in Tweet in Entire Graph:
[3046] ì
[2468] 원격수업
[1564] ë
[1436] 원격
[1180] ê
[756] 수업
[741] í
[622] 학생의
[540] 통해
[528] hankookilbo

Top Words in Tweet in G1:
[1882] ì
[847] ë
[741] ê
[582] 원격수업
[510] 원격
[446] í
[426] 수업
[301] 코로나
[298] œ
[283] 댓글

Top Words in Tweet in G2:
[469] hankookilbo
[428] 원격수업
[424] 장기화로
[424] 학력격차가
[424] 심화됐다는
[424] 교사
[424] 학부모의
[424] 심증
[424] 은
[424] 많았지만

Top Words in Tweet in G3:
[574] 학생의
[289] otori13
[287] 보호자
[287] 여러분
[287] 원격
[287] 수업시
[287] 교사가
[287] 마스크를
[287] 쓰고
[287] 있다면

Top Words in Tweet in G4:
[248] 원격수업
[226] thebluehousekr
[225] 및
[224] 전교생이
[224] 38명인
[224] 도성초는
[224] 강원도교육청
[224] 놀이밥
[224] 공감학교
[224] 로

Top Words in Tweet in G5:
[225] ì
[212] 원격수업
[172] ë
[137] lukalouisriri
[125] 한
[121] 학급당
[120] 명
[112] 애들
[102] ê
[82] 수

Top Words in Tweet in G6:
[119] bts_twt
[117] 원격
[62] 수업인데
[62] 1교시가
[62] 독서라
[62] 몰래
[62] 투표를
[62] 할
[62] 수
[62] 있다

Top Words in Tweet in G7:
[191] 급식
[113] 원격수업
[96] 같은
[96] 진짜
[95] namhoon
[95] 학교
[95] 한달
[95] 메뉴
[95] 가정통신문
[95] 홈피에

Top Words in Tweet in G8:
[94] 원격수업
[82] 서울
[79] 도시락
[74] 원격
[73] 학생에
[73] 편의점서
[73] 점심
[73] 사
[73] 먹도록
[73] 10만원

Top Words in Tweet in G9:
[66] dtmtstnm
[65] 원격
[65] 수업
[65] 들어갈
[65] 때
[65] 줌들어가유
[65] 하는상상
[10] ì
[6] ê
[4] ë

Top Words in Tweet in G10:
[54] 우당탕탕
[54] 코시국
[54] 원격수업하는
[54] 이나리
[54] 보고싶음ㅋㅋ
[54] 2반
[54] 아츠무랑
[54] 1반
[54] 오사무
[54] 핸드폰으로

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[861] ì,ì
[562] ì,ê
[530] ì,ë
[480] 원격수업,장기화로
[480] 장기화로,학력격차가
[480] 학력격차가,심화됐다는
[480] 심화됐다는,교사
[480] 교사,학부모의
[480] 학부모의,심증
[480] 심증,은

Top Word Pairs in Tweet in G1:
[547] ì,ì
[384] ì,ê
[317] ê,ì
[299] ì,ë
[253] 선거통계시스템,휴일
[253] 휴일,보궐선거
[224] 공고,확산
[224] 댓글,선거일
[224] 인증,투표일
[224] 투표일,수요일

Top Word Pairs in Tweet in G2:
[424] 원격수업,장기화로
[424] 장기화로,학력격차가
[424] 학력격차가,심화됐다는
[424] 심화됐다는,교사
[424] 교사,학부모의
[424] 학부모의,심증
[424] 심증,은
[424] 은,많았지만
[424] 많았지만,대규모
[424] 대규모,학업성취

Top Word Pairs in Tweet in G3:
[287] 학생의,보호자
[287] 보호자,여러분
[287] 여러분,학생의
[287] 학생의,원격
[287] 원격,수업시
[287] 수업시,교사가
[287] 교사가,마스크를
[287] 마스크를,쓰고
[287] 쓰고,있다면
[287] 있다면,교육청에

Top Word Pairs in Tweet in G4:
[224] 전교생이,38명인
[224] 38명인,도성초는
[224] 도성초는,강원도교육청
[224] 강원도교육청,놀이밥
[224] 놀이밥,공감학교
[224] 공감학교,로
[224] 로,지정되어
[224] 지정되어,다양한
[224] 다양한,놀이활동
[224] 놀이활동,및

Top Word Pairs in Tweet in G5:
[120] 한,명
[78] ì,ë
[61] 수,있을
[60] 학급당,20명이면
[60] 20명이면,진짜
[60] 진짜,한
[60] 명,한
[60] 명,더
[60] 더,살뜰하게
[60] 살뜰하게,살펴

Top Word Pairs in Tweet in G6:
[62] 원격,수업인데
[62] 수업인데,1교시가
[62] 1교시가,독서라
[62] 독서라,몰래
[62] 몰래,투표를
[62] 투표를,할
[62] 할,수
[62] 수,있다
[62] 있다,tmi
[62] tmi,#btsarmy

Top Word Pairs in Tweet in G7:
[95] namhoon,학교
[95] 학교,한달
[95] 한달,급식
[95] 급식,메뉴
[95] 메뉴,가정통신문
[95] 가정통신문,홈피에
[95] 홈피에,다
[95] 다,공개되어있으니
[95] 공개되어있으니,정치질하는
[95] 정치질하는,저

Top Word Pairs in Tweet in G8:
[73] 원격수업,서울
[73] 서울,학생에
[73] 학생에,편의점서
[73] 편의점서,점심
[73] 점심,사
[73] 사,먹도록
[73] 먹도록,10만원
[73] 10만원,준다
[72] yonhaptweet,원격수업
[70] 준다,원격

Top Word Pairs in Tweet in G9:
[65] 원격,수업
[65] 수업,들어갈
[65] 들어갈,때
[65] 때,줌들어가유
[65] 줌들어가유,하는상상
[64] dtmtstnm,원격
[6] ì,ê
[2] dtmtstnm,ì
[2] ê,ìˆ
[2] ìˆ,ì

Top Word Pairs in Tweet in G10:
[54] 우당탕탕,코시국
[54] 코시국,원격수업하는
[54] 원격수업하는,이나리
[54] 이나리,보고싶음ㅋㅋ
[54] 보고싶음ㅋㅋ,2반
[54] 2반,아츠무랑
[54] 아츠무랑,1반
[54] 1반,오사무
[54] 오사무,핸드폰으로
[54] 핸드폰으로,각자

Top Replied-To
Top Replied-To in Entire Graph:
@bts_sy_08
@nana02_27
@rode__rose
@raed_myworld
@ashtoashtree
@richlefour_05
@burnoutrice
@l_a_y_e_r
@mx_0115_
@mhe93388

Top Replied-To in G1:

Top Replied-To in G2:
@blazingsirius
@femradic
@wondergoms

Top Replied-To in G3:
@ashtoashtree
@adverbkr

Top Replied-To in G4:
@thebluehousekr

Top Replied-To in G5:
@burnoutrice
@justze_
@rururu__t
@banzilbanzill
@freewill_9
@lazymaam
@a11133072
@lollyzzzyou
@chloe_y110

Top Replied-To in G6:
@hoit_1906
@kkok_ki
@bts_twt

Top Replied-To in G7:
@namhoon

Top Replied-To in G8:
@yonhaptweet

Top Mentioned
Top Mentioned in Entire Graph:
@hankookilbo
@otori13
@thebluehousekr
@lukalouisriri
@bts_twt
@forestogether08
@namhoon
@yonhaptweet
@dtmtstnm
@mooooonlight_jk

Top Mentioned in G1:
@youoneone_
@byulaa_onfuse
@agit00
@dyxjjn

Top Mentioned in G2:
@hankookilbo

Top Mentioned in G3:
@otori13
@hankookilbo
@morahajee

Top Mentioned in G4:
@thebluehousekr
@our_moe
@headlinejeju
@lukalouisriri
@saramimeonjeoda
@hankookilbo

Top Mentioned in G5:
@lukalouisriri
@a11133072
@otori13
@howoohowwoo
@hankookilbo
@hs_abab
@tmdwls8282
@beru_teacher
@teachersforfemi
@8halfto4half

Top Mentioned in G6:
@bts_twt
@mooooonlight_jk
@bts_hangnim
@autheblanc

Top Mentioned in G7:
@forestogether08
@namhoon
@thebluehousekr
@ktotoreborn
@lukalouisriri

Top Mentioned in G8:
@yonhaptweet
@newsvop
@hankookilbo
@t_ransborder
@otori13
@lhs251071

Top Mentioned in G9:
@dtmtstnm

Top Mentioned in G10:
@a_man1011

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@hokcenayeokcena
@eggry
@lwt55dgcha1
@kind0320
@kim_jemma
@candyg_verito1
@hajoobin
@hl970226
@handpis

Top Tweeters in G1:
@breaknewscom
@hyechulson
@angang0_0
@asdgqg44mzdlfzx
@4inkcokr
@lognews0
@imy1009
@esp389011
@chmikael_5169
@pyoms

Top Tweeters in G2:
@hokcenayeokcena
@hl970226
@apocalypse_side
@bbyack_bbyack
@imuamen
@ssayyes
@aldksgody11
@mazin_043uma
@0617_0423_0115
@chokosong22

Top Tweeters in G3:
@_nastycat
@harne_
@udadabi
@sxnyqhia
@frombc7197
@wdlgv1dvqxhdd2c
@ore_ha_sinanai
@suimir_bd
@djuna01
@panta_rhei825

Top Tweeters in G4:
@kim_jemma
@handpis
@kjk36780
@yunclara
@skymanhan
@deuxjardin
@banachopie
@moon2yoo
@sweetthmj
@wnckdnlqks

Top Tweeters in G5:
@ths02130
@jaerhuam
@yeokbo
@yj615
@artemizhb
@i_am_tifftato
@blueisme9
@sisterdee0
@windstarlit
@heathen49

Top Tweeters in G6:
@chogi_bbanso
@hoit_1906
@7bts012
@btsjuju_0613
@dasolar_03
@lqve__jk_97
@0613_us
@minginghee__
@gongwon_twt
@qkr_wlals_95

Top Tweeters in G7:
@hjlv2378
@lwt55dgcha1
@jisumom7472
@kjy24k
@brro141
@alreadypsycho
@ba1675510
@zd95jmfnokb5cpz
@gyoka77
@felicity2015111

Top Tweeters in G8:
@eggry
@hajoobin
@ruvyn
@enki_nobady
@mylifeforyayoi
@namu2namu
@gussl789
@lvlzwjsn
@n_adicc
@writeonsky

Top Tweeters in G9:
@id200320
@meokgg014
@xanxe___615
@g4t481fqlbfnpyd
@my_s2unnie
@woehtprtm_
@direction_atoz_
@goodokgoodokme
@__m_eow__
@jwymouth_huge

Top Tweeters in G10:
@borisul_farm
@cheese_snake
@lotssub
@ummmmei_
@binkanq
@je_____je7922
@seapooop__
@_lucia_re_
@in_bl0215
@2sh_s2


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