%EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99, Twitter, 4/1/2020 8:21:26 PM, 224198


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%EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99_2020-04-01_08-45-07.xlsx
온라인개학_2020-04-01_08-45-07.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 01, 2020
Short Description:
온라인개학 via NodeXL https://bit.ly/346JUeO
@xnfp_estelle
@happy_3491
@matrenin_dvor
@poppinbw
@happy_csr_
@yubi_yubi_no
@wind_sio
@jimin_all__
@gfrk_
@allr_pq

Top hashtags:
#saynoto_nthroom
#코로나19
#온라인개학
#kbs뉴스
#kbs
#친환경농가
#개학

Description:
Description
The graph represents a network of 14,074 Twitter users whose recent tweets contained "온라인개학", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 01 April 2020 at 17:40 UTC.

The tweets in the network were tweeted over the 22-hour, 1-minute period from Tuesday, 31 March 2020 at 17:43 UTC to Wednesday, 01 April 2020 at 15:44 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 : 14074
Unique Edges : 17376
Edges With Duplicates : 949
Total Edges : 18325
Number of Edge Types : 5
Retweet : 15950
Replies to : 447
Tweet : 1793
Mentions : 85
MentionsInRetweet : 50
Self-Loops : 1807
Reciprocated Vertex Pair Ratio : 0.00228564368668149
Reciprocated Edge Ratio : 0.00456086286594761
Connected Components : 1410
Single-Vertex Connected Components : 1052
Maximum Vertices in a Connected Component : 12169
Maximum Edges in a Connected Component : 16433
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.346044
Graph Density : 8.19182132396171E-05
Modularity : 0.729818
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 14,074 Twitter users whose recent tweets contained "%EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 01 April 2020 at 17:40 UTC.

The tweets in the network were tweeted over the 22-hour, 1-minute period from Tuesday, 31 March 2020 at 17:43 UTC to Wednesday, 01 April 2020 at 15:44 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 : TwitterSearch
Graph Term : %EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99
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:
[1455] https://news.v.daum.net/v/20200401141051227
[155] https://news.v.daum.net/v/20200401050145448
[146] https://news.v.daum.net/v/20200401165234615
[127] https://news.mt.co.kr/mtview.php?no=2020040113484430178
[40] http://news.kbs.co.kr/news/view.do?ncd=4415066
[37] https://twitter.com/AprilInAeolia/status/1245079569855434752
[33] https://www1.president.go.kr/petitions/Temp/uc3h4k
[28] http://www.hani.co.kr/arti/society/society_general/935035.html
[24] https://twitter.com/_10234105/status/1244896578684342273
[23] https://m.news.naver.com/comment/list.nhn?gno=news025%2c0002989515&aid=0002989515&ntype=RANKING&oid=025&sid1=101&backUrl=%2frankingList.nhn%3fsid1%3d101%26date%3d20200401&light=off&date=20200401

Top URLs in Tweet in G1:
[1353] https://news.v.daum.net/v/20200401141051227
[145] https://news.v.daum.net/v/20200401165234615
[36] http://news.kbs.co.kr/news/view.do?ncd=4415066
[25] https://news.v.daum.net/v/20200401050145448
[23] https://m.news.naver.com/comment/list.nhn?gno=news025%2c0002989515&aid=0002989515&ntype=RANKING&oid=025&sid1=101&backUrl=%2frankingList.nhn%3fsid1%3d101%26date%3d20200401&light=off&date=20200401
[14] https://news.naver.com/main/read.nhn?mode=LSD&mid=sec&oid=025&aid=0002989515&sid1=001&lfrom=twitter
[13] https://news.v.daum.net/v/20200401170041942
[11] https://m.news.naver.com/comment/list.nhn?gno=news025,0002989515&oid=025&aid=0002989515&cid=&sid1=101&light=off&backUrl=
[6] https://news.v.daum.net/v/20200331140004284
[4] https://twitter.com/hellopolicy/status/1244930040204120064

Top URLs in Tweet in G2:
[5] https://news.v.daum.net/v/20200401141051227
[1] https://twitter.com/ma_hat1011/status/1245360750052249600
[1] https://twitter.com/goyo_201/status/1244984480357441537

Top URLs in Tweet in G3:
[10] https://news.v.daum.net/v/20200401170952420
[8] https://news.v.daum.net/v/20200401141051227
[7] http://www.hani.co.kr/arti/society/society_general/935035.html
[6] https://news.v.daum.net/v/20200401092321920
[5] https://www1.president.go.kr/petitions/Temp/uc3h4k
[3] https://www.bbc.com/korean/news-52102237
[2] https://news.v.daum.net/v/20200401050145448
[2] https://m.nocutnews.co.kr/news/5319288
[2] https://n.news.naver.com/article/022/0003452420?lfrom=twitter
[2] https://news.v.daum.net/v/20200401100230025

Top URLs in Tweet in G4:
[1] https://twitter.com/ratz_o0o/status/1245329063545167873
[1] https://news.v.daum.net/v/20200401141051227

Top URLs in Tweet in G5:
[29] https://news.v.daum.net/v/20200401141051227
[9] https://www.bbc.com/korean/news-52102237
[8] https://news.v.daum.net/v/20200401050145448
[5] https://www.insight.co.kr/news/276778
[2] https://twitter.com/mspoweruser/status/1245245020531314688
[1] https://www1.president.go.kr/petitions/587446
[1] https://twitter.com/JTBC_news/status/1245350669810196485
[1] https://twitter.com/saiteumweaving/status/1234390533901914112
[1] https://m.huffingtonpost.kr/entry/coronavirus-school_kr_5e829ae6c5b62dd9f5d49997
[1] https://news.mt.co.kr/mtview.php?no=2020040113484430178

Top URLs in Tweet in G8:
[1] https://news.v.daum.net/v/20200401141051227

Top URLs in Tweet in G9:
[3] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002627274
[2] http://news.jtbc.joins.com/html/864/NB11942864.html
[2] http://news.jtbc.joins.com/html/956/NB11942956.html
[2] https://news.v.daum.net/v/20200401141051227
[2] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002628441
[2] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002628069
[1] https://www.youtube.com/watch?v=tZYWafqHJAg&feature=youtu.be

[1] https://www.youtube.com/watch?v=NfO_hF1pkPM


Top URLs in Tweet in G10:
[118] https://news.mt.co.kr/mtview.php?no=2020040113484430178
[108] https://news.v.daum.net/v/20200401050145448
[35] https://twitter.com/AprilInAeolia/status/1245079569855434752
[26] https://news.v.daum.net/v/20200401141051227
[11] https://news.v.daum.net/v/20200331140004284?f=m&from=mtop
[8] https://www.yna.co.kr/view/AKR20200401114600054?input=tw
[6] https://news.v.daum.net/v/20200401092321920
[3] http://www.yna.co.kr/view/AKR20200331106000004
[2] https://news.v.daum.net/v/20200331130901496
[1] https://www.bbc.com/korean/news-52102237

Top Domains
Top Domains in Tweet in Entire Graph:
[1884] daum.net
[244] co.kr
[109] twitter.com
[95] naver.com
[55] go.kr
[27] instagram.com
[20] youtube.com
[13] bbc.com
[11] joins.com
[9] timesisa.com

Top Domains in Tweet in G1:
[1554] daum.net
[50] naver.com
[43] co.kr
[5] twitter.com
[3] korea.kr
[2] youtube.com
[2] msn.com
[2] imbc.com

Top Domains in Tweet in G2:
[5] daum.net
[2] twitter.com

Top Domains in Tweet in G3:
[42] daum.net
[33] naver.com
[26] co.kr
[24] twitter.com
[7] go.kr
[3] tistory.com
[3] bbc.com
[3] sinsago.kr
[3] nate.com
[2] joins.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] daum.net

Top Domains in Tweet in G5:
[37] daum.net
[9] bbc.com
[6] co.kr
[4] twitter.com
[1] go.kr
[1] huffingtonpost.kr
[1] youtube.com

Top Domains in Tweet in G8:
[1] daum.net

Top Domains in Tweet in G9:
[7] ohmynews.com
[4] joins.com
[2] youtube.com
[2] daum.net

Top Domains in Tweet in G10:
[153] daum.net
[130] co.kr
[35] twitter.com
[1] bbc.com
[1] imbc.com
[1] naver.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] saynoto_nthroom
[85] 코로나19
[41] 온라인개학
[40] kbs뉴스
[40] kbs
[37] 친환경농가
[37] 개학
[37] 개학연기
[33] 온라인_수업
[29] 떨어져_있어도_마음은_가까이



Top Hashtags in Tweet in G1:
[41] 코로나19
[36] kbs뉴스
[36] kbs
[35] 친환경농가
[22] 온라인개학
[8] 개학연기
[6] 개학
[6] 온라인_수업
[4] 빛의공조
[3] jtbc

Top Hashtags in Tweet in G2:
[1] 만우절_장난

Top Hashtags in Tweet in G3:
[26] saynoto_nthroom
[7] 코로나19
[6] 온라인개학
[6] n번방은_판결을_먹고_자랐다
[6] n번방_가입자_전원_신상공개
[5] nomore_nthroom
[3] 온라인
[2] tistory
[2] 개학연기
[2] 수능연기

Top Hashtags in Tweet in G5:
[12] saynoto_nthroom
[1] n번방은_판결을_먹고_자랐다
[1] n번방_가입자_전원_신상공개
[1] n번방에서_감방으로
[1] 떨어져_있어도_마음은_가까이
[1] 슬기로운_생활방역

Top Hashtags in Tweet in G9:
[7] 코로나19
[5] jtbc
[3] 아침
[3] 원격수업
[2] 뉴스룸
[2] 온라인_개학
[1] 온라인수업
[1] 온라인개학
[1] 노르웨이
[1] mustread

Top Hashtags in Tweet in G10:
[6] 문죄앙
[2] 코로나19
[2] 친환경농가
[1] 온라인개학
[1] 수능
[1] 연기
[1] kbs뉴스
[1] kbs
[1] 당근마켓
[1] n번방은_판결을_먹고_자랐다

Top Words
Top Words in Tweet in Entire Graph:
[1] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[312245] Non-categorized Words
[312246] Total Words
[16689] 온라인
[9825] 개학
[2735] 태블릿pc
[2730] 지원
[2583] 긴급

Top Words in Tweet in G1:
[4225] 온라인
[2434] 개학
[2434] 태블릿pc
[2405] 지원
[2281] 긴급
[2096] 삼성
[2083] lg
[1876] 단독
[1876] 540만명
[1876] 3만6000대

Top Words in Tweet in G2:
[1752] 온라인
[1598] 개학
[1562] 그냥
[1555] 아니
[1552] 1학기를
[1552] 꿇으라
[1552] 하지말고
[1552] 니까
[126] 만나지마요
[125] 개학이랑

Top Words in Tweet in G3:
[747] 온라인
[443] 개학
[204] 온라인개학
[78] 진짜
[62] 학교
[61] 나
[58] 아
[52] 개학하면
[49] 근데
[49] 우리

Top Words in Tweet in G4:
[999] 온라인개학
[992] ㄴ쌤안들어가져요
[992] 쌤뭐눌러야해요
[992] 선생님서버터졌어요
[992] 쌤저회원가입안했는데어카죠
[38] 온라인
[31] 개학
[23] 아니
[22] 1학기를
[22] 그냥

Top Words in Tweet in G5:
[1562] 저소득층
[1556] 가정에
[1556] 컴퓨터와
[923] 온라인
[816] 할
[806] 개학을
[786] 말고
[782] 정부가
[779] 없는
[779] 어떤

Top Words in Tweet in G6:
[771] 온라인
[606] 개학으로
[606] 절대
[606] 공부
[606] 못
[606] 함
[606] 생각해
[606] 봐
[606] 하겠냐
[606] 다른

Top Words in Tweet in G7:
[1222] 온라인
[1199] 개학
[556] 전
[555] 후
[124] 온라인개학
[75] ㄴ쌤안들어가져요
[75] 쌤뭐눌러야해요
[75] 선생님서버터졌어요
[75] 쌤저회원가입안했는데어카죠
[57] 아그냥차라리

Top Words in Tweet in G8:
[647] 온라인
[622] 개학
[590] 말고
[588] 아그냥차라리
[588] 하지
[588] 걍
[588] 1학기꿇자고
[105] 온라인개학
[104] ㄴ쌤안들어가져요
[104] 쌤뭐눌러야해요

Top Words in Tweet in G9:
[1082] 어떻게
[772] 온라인
[387] 다른
[377] 가정은
[369] 없는
[360] gt
[359] 수업을
[357] 개학했을때
[357] 학교쌤들이
[357] 직접

Top Words in Tweet in G10:
[783] 온라인
[384] 개학
[187] 태블릿pc
[186] 긴급
[186] 지원
[183] 삼성
[183] lg
[182] 540만명
[182] 3만6000대
[166] 단독

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9626] 온라인,개학
[2524] 긴급,지원
[2173] 삼성,lg
[2169] 개학,삼성
[2161] 태블릿pc,3만6000대
[2160] 540만명,온라인
[2160] lg,태블릿pc
[2160] 3만6000대,긴급
[2142] 단독,540만명
[1888] 그냥,온라인

Top Word Pairs in Tweet in G1:
[2422] 온라인,개학
[2229] 긴급,지원
[1885] 개학,삼성
[1885] 삼성,lg
[1876] 단독,540만명
[1876] 540만명,온라인
[1876] lg,태블릿pc
[1876] 태블릿pc,3만6000대
[1876] 3만6000대,긴급
[935] 지원,다음

Top Word Pairs in Tweet in G2:
[1598] 온라인,개학
[1552] 아니,1학기를
[1552] 1학기를,그냥
[1552] 그냥,온라인
[1552] 개학,꿇으라
[1552] 꿇으라,하지말고
[1552] 하지말고,니까
[125] 온라인,개학이랑
[125] 개학이랑,만나지마요
[10] 9월,학기제

Top Word Pairs in Tweet in G3:
[399] 온라인,개학
[45] 온라인,개학하면
[28] 온라인,개학을
[22] 온라인,개학이
[22] 온라인,개학에
[21] 다음,뉴스
[17] 근데,온라인
[15] 사상,첫
[14] ㅋ,ㅋ
[13] '온라인,개학'

Top Word Pairs in Tweet in G4:
[992] 온라인개학,ㄴ쌤안들어가져요
[992] ㄴ쌤안들어가져요,쌤뭐눌러야해요
[992] 쌤뭐눌러야해요,선생님서버터졌어요
[992] 선생님서버터졌어요,쌤저회원가입안했는데어카죠
[31] 온라인,개학
[22] 아니,1학기를
[22] 1학기를,그냥
[22] 그냥,온라인
[22] 개학,꿇으라
[22] 꿇으라,하지말고

Top Word Pairs in Tweet in G5:
[1556] 저소득층,가정에
[1556] 가정에,컴퓨터와
[805] 온라인,개학을
[778] 컴퓨터와,인터넷이
[778] 인터넷이,없는
[778] 없는,이유로
[778] 이유로,해야
[778] 해야,할
[778] 할,온라인
[778] 개학을,중단하지

Top Word Pairs in Tweet in G6:
[606] 온라인,개학으로
[606] 개학으로,절대
[606] 절대,공부
[606] 공부,못
[606] 못,함
[606] 함,생각해
[606] 생각해,봐
[606] 봐,하겠냐
[606] 하겠냐,다른
[606] 다른,창

Top Word Pairs in Tweet in G7:
[1199] 온라인,개학
[555] 개학,전
[555] 전,온라인
[555] 개학,후
[75] 온라인개학,ㄴ쌤안들어가져요
[75] ㄴ쌤안들어가져요,쌤뭐눌러야해요
[75] 쌤뭐눌러야해요,선생님서버터졌어요
[75] 선생님서버터졌어요,쌤저회원가입안했는데어카죠
[57] 아그냥차라리,온라인
[57] 개학,하지

Top Word Pairs in Tweet in G8:
[621] 온라인,개학
[588] 아그냥차라리,온라인
[588] 개학,하지
[588] 하지,말고
[588] 말고,걍
[588] 걍,1학기꿇자고
[104] 온라인개학,ㄴ쌤안들어가져요
[104] ㄴ쌤안들어가져요,쌤뭐눌러야해요
[104] 쌤뭐눌러야해요,선생님서버터졌어요
[104] 선생님서버터졌어요,쌤저회원가입안했는데어카죠

Top Word Pairs in Tweet in G9:
[360] 없는,가정은
[359] 가정은,어떻게
[359] 수업을,어떻게
[357] 온라인,개학했을때
[357] 개학했을때,학교쌤들이
[357] 학교쌤들이,직접
[357] 직접,수업인지
[357] 수업인지,ebs인강인지
[357] ebs인강인지,전자기기
[357] 전자기기,없는

Top Word Pairs in Tweet in G10:
[374] 온라인,개학
[185] 긴급,지원
[182] 540만명,온라인
[182] 개학,삼성
[182] 삼성,lg
[182] lg,태블릿pc
[182] 태블릿pc,3만6000대
[182] 3만6000대,긴급
[166] 단독,540만명
[137] 온라인,개학으로

Top Replied-To
Top Replied-To in Entire Graph:
@mbcnews
@chonggongheayo
@csueeagablbvcqg
@jk___o4
@doghak__
@happy_3491
@pbjs9876
@happy_csr_
@jinmadang
@hongro_062431

Top Replied-To in G1:
@pbjs9876
@happy_csr_
@jinmadang
@sbs8news
@liililliiillill
@thatyllwbird
@madmathteacher7
@como3535
@n_moony_

Top Replied-To in G2:
@happy_3491
@doghak__
@hongro_062431
@moxnom90
@yuyo_pawoder09
@comma_bcat
@_bbiggle00
@yoocien
@gauguin10601

Top Replied-To in G3:

Top Replied-To in G4:
@ly_bbh
@rh38417505
@miu_0225_
@ruu_myi
@reaha_

Top Replied-To in G5:
@smartjk
@etinseon
@kikinjiji
@f_teatime78
@ebsworldmusic

Top Replied-To in G6:
@wallim_cc
@nawon_army

Top Replied-To in G8:
@0mingmong0
@jlee_ovo

Top Replied-To in G9:
@mandoo0728

Top Replied-To in G10:
@chmn9yyy
@leyneffel
@yotsuarang

Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@angelajeong
@aoao7586
@wandava
@pmgag
@hokcenayeokcena
@man0403
@sangim51
@kaya8812

Top Tweeters in G1:
@hjlv2378
@angelajeong
@man0403
@sangim51
@kim_jemma
@lwt55dgcha1
@kind0320
@relaxoowang
@hsc0420
@apocalypse_side

Top Tweeters in G2:
@marshmallgom
@nini__soo
@nyu0w0
@zhcmdbzl
@_opillia
@black00725
@ttuppyappyuppya
@nomal_jyang
@e3c796831cb7484
@dlsrkstkfka2

Top Tweeters in G3:
@pairsonnalitesa
@hyechulson
@6882c93abe3b4a1
@vkfehrkdtks37
@heathen49
@wjdalstlr
@fluffystory
@ch3r1sh0
@huffpostkorea
@saintrecord

Top Tweeters in G4:
@3taptap
@please_abandon
@ddarsh30
@swkv428
@cornelialilys
@gh1449
@song_826
@akadrt_otome
@chobab_1014
@kkyahat_

Top Tweeters in G5:
@a_riselovelive
@naraemaru
@ths02130
@_nastycat
@edubox123
@realhueri
@heyjinism
@diarine37
@jayouloun
@remagany

Top Tweeters in G6:
@wherewhalee
@neogureeee
@sonhj1002
@pinkhj015
@jibe_bonejo
@usoj12
@sehong1218
@essiuqse_125
@l__peach_0408
@aioce_s_taira

Top Tweeters in G7:
@reing422
@yoonyh1117271_j
@qkokok1
@kimcfizz
@qriater
@typelast
@gap01alpha
@_ss_2756
@howsing2
@ciple_rine

Top Tweeters in G8:
@enesiania
@kaminari_1214
@timeguard81
@yaongevan
@mistys91
@2ftt0614
@t_01_44
@soha_akaihana
@moimmaaa26
@goldonestar

Top Tweeters in G9:
@kaya8812
@mazin_043uma
@efz_2010
@ohmynews_korea
@kaist455
@__0w0__s2
@7iyeon0613
@veronica_holic
@jungjaeshin
@awkward_young

Top Tweeters in G10:
@wandava
@athmtg1
@seraph506
@ssayyes
@turkeyfiend
@cooker_libre
@mr_han730
@chokosong22
@sseagles13
@frombc7197


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