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%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85_2021-09-24_20-42-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2021
Short Description:
원격수업 via NodeXL https://bit.ly/3EJ1hEa
@bighwanjang1
@tweetomsr
@dot5ran
@lukalouisriri
@egan_shin
@500ml7_
@museun_happen
@howoohowwoo
@hanitweet
@laneige_

Top hashtags:
#원격수업용무선마이크
#온라인수업용무선마이크
#유튜버방송용무선마이크
#방송용무선마이크
#녹화용무선마이크
#sbs뉴스

Description:
Description
The graph represents a network of 12,693 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, 25 September 2021 at 04:05 UTC.

The requested start date was Saturday, 25 September 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 85-day, 12-hour, 35-minute period from Thursday, 01 July 2021 at 00:02 UTC to Friday, 24 September 2021 at 12:38 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 : 12693
Unique Edges : 1657
Edges With Duplicates : 26040
Total Edges : 27697
Number of Edge Types : 5
Retweet : 12741
MentionsInRetweet : 12676
Replies to : 454
Tweet : 1797
Mentions : 29
Self-Loops : 1907
Reciprocated Vertex Pair Ratio : 0.00227862025614835
Reciprocated Edge Ratio : 0.00454687989965506
Connected Components : 1471
Single-Vertex Connected Components : 1081
Maximum Vertices in a Connected Component : 10682
Maximum Edges in a Connected Component : 24952
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.719328
Graph Density : 7.91808513736686E-05
Modularity : 0.404508
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,693 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, 25 September 2021 at 04:05 UTC.

The requested start date was Saturday, 25 September 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 85-day, 12-hour, 35-minute period from Thursday, 01 July 2021 at 00:02 UTC to Friday, 24 September 2021 at 12:38 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:
[144] https://handywave.com/kwa-ABS_goods_v-24-1002001
[80] https://news.sbs.co.kr/news/endPage.do?news_id=N1006385859&plink=TWITTER&cooper=PUSH
[71] https://news.v.daum.net/v/20210707100642497
[60] https://handywave.co.kr/ab-ABS_goods_v-51
[48] https://handywave.com/kwa-ABS_goods_v-27-1001002
[48] https://handywave.co.kr/ab-ABS_goods_v-48
[45] https://www.yna.co.kr/view/AKR20210709055300530
[36] https://handywave.co.kr/ab-ABS_goods_v-49
[24] https://www.handywave.co.kr/ab-1681
[24] https://www.handywave.co.kr/ab-1680

Top URLs in Tweet in G2:
[2] https://www.huffingtonpost.kr/entry/basic-education-and-personality-education-of-the-lower-grades-of-elementary-school_kr_5f62c64ac5b6c6317cff7313?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[2] https://www.animalplanet.co.kr/contents/?artNo=20242&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/ROkUHANA00/status/1326427089520762882
[1] https://www.vop.co.kr/A00001583020.html

Top URLs in Tweet in G3:
[1] https://twitter.com/BiStopped/status/1438426525716475904

Top URLs in Tweet in G4:
[8] https://n.news.naver.com/article/001/0012523134
[4] https://news.v.daum.net/v/20210707100642497
[1] https://m.post.naver.com/viewer/postView.naver?volumeNo=32162813&memberNo=3326308
[1] https://www.boho.or.kr/
[1] https://news.v.daum.net/v/20210709112008438

Top URLs in Tweet in G5:
[8] https://news.v.daum.net/v/20210707100642497
[6] https://news.v.daum.net/v/20210709112008438?x_trkm=t
[4] https://n.news.naver.com/article/003/0010592854?lfrom=twitter
[4] https://smartstore.naver.com/jolicoussin
[3] https://www.instagram.com/accounts/login/
[2] https://news.v.daum.net/v/20210707100642497?x_trkm=t
[2] https://n.news.naver.com/mnews/article/003/0010592854?sid=102&lfrom=twitter
[2] http://www.msn.com/ko-kr/news/national/%ea%b1%b0%eb%a6%ac%eb%91%90%ea%b8%b0-%ec%b5%9c%ea%b3%a0-%eb%8b%a8%ea%b3%84-%eb%90%98%eb%a9%b4%e2%80%a66%ec%8b%9c-%ec%9d%b4%ed%9b%84-3%ec%9d%b8%ec%9d%b4%ec%83%81-%ea%b8%88%ec%a7%80%c2%b7%ec%a0%84%eb%a9%b4-%ec%9b%90%ea%b2%a9%ec%88%98%ec%97%85/ar-AALR2Ao?ocid=st
[2] https://news.v.daum.net/v/20210708200023843
[2] https://n.news.naver.com/article/009/0004822077?lfrom=twitter

Top URLs in Tweet in G6:
[2] https://news.sbs.co.kr/news/endPage.do?news_id=N1006385859&plink=TWITTER&cooper=PUSH
[1] https://twitter.com/howoohowwoo/status/1413496911911211009
[1] https://twitter.com/teachfemi/status/1415301096327716866
[1] https://news.jtbc.joins.com/article/article.aspx?news_id=NB12015494
[1] https://twitter.com/bora__teacher/status/1413344904269361156
[1] https://twitter.com/yonhaptweet/status/1413709565380734983
[1] http://m.ifocus.kr/news/articleView.html?idxno=214303
[1] https://news.kbs.co.kr/news/view.do?ncd=5229551
[1] https://twitter.com/hanitweet/status/1412627321052295168

Top URLs in Tweet in G7:
[1] https://twitter.com/kkotdorian/status/1413722533568794625
[1] https://n.news.naver.com/article/082/0001116871?lfrom=twitter
[1] https://twitter.com/tmdwls8282/status/1426127496110510086
[1] https://twitter.com/ektlskfwk/status/1415299287076937732
[1] https://twitter.com/SBS8news/status/1413317659928768512
[1] https://www.yna.co.kr/view/AKR20210808042100051?input=tw
[1] https://www.yna.co.kr/view/AKR20210709055300530
[1] https://twitter.com/yonhaptweet/status/1410571386305777668

Top URLs in Tweet in G8:
[76] https://news.sbs.co.kr/news/endPage.do?news_id=N1006385859&plink=TWITTER&cooper=PUSH
[56] https://news.v.daum.net/v/20210707100642497
[42] https://www.yna.co.kr/view/AKR20210709055300530
[22] https://www.yna.co.kr/view/AKR20210713149400530?input=tw
[19] https://news.kbs.co.kr/news/view.do?ncd=5229551
[16] https://www.yna.co.kr/view/AKR20210808042100051?input=tw
[12] https://news.kbs.co.kr/news/view.do?ncd=5274222
[10] https://news.sbs.co.kr/news/endPage.do?news_id=N1006385859&plink=TWEET&cooper=TWITTER
[10] https://imnews.imbc.com/replay/2021/nwtoday/article/6285178_34943.html
[9] https://news.sbs.co.kr/news/endPage.do?news_id=N1006387968&plink=TWEET&cooper=TWITTER

Top URLs in Tweet in G9:
[3] https://www.chosun.com/national/national_general/2021/08/18/AUDA2JBYG5DONH3Q5HLVZUD35I/?utm_source=twitter&utm_medium=social&utm_campaign=twitter-post
[1] https://news.sbs.co.kr/news/endPage.do?news_id=N1006385859&plink=TWITTER&cooper=PUSH
[1] https://www.yna.co.kr/view/AKR20210808042100051?input=tw

Top URLs in Tweet in G10:
[1] https://www.hani.co.kr/arti/society/health/1002511.html

Top Domains
Top Domains in Tweet in Entire Graph:
[504] co.kr
[216] handywave.com
[156] daum.net
[72] naver.com
[52] twitter.com
[47] youtube.com
[12] swanyphone.com
[11] joins.com
[10] imbc.com
[10] postype.com

Top Domains in Tweet in G2:
[3] co.kr
[2] huffingtonpost.kr
[1] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[9] naver.com
[5] daum.net
[1] or.kr

Top Domains in Tweet in G5:
[41] daum.net
[41] naver.com
[34] twitter.com
[19] co.kr
[8] coupang.com
[7] timesisa.com
[4] google.com
[3] instagram.com
[3] slist.kr
[3] breaknews.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] co.kr
[1] joins.com
[1] ifocus.kr

Top Domains in Tweet in G7:
[5] twitter.com
[2] co.kr
[1] naver.com

Top Domains in Tweet in G8:
[217] co.kr
[76] daum.net
[10] imbc.com
[6] naver.com
[3] hankyung.com
[1] facebook.com
[1] go.kr

Top Domains in Tweet in G9:
[3] chosun.com
[2] co.kr

Top Domains in Tweet in G10:
[1] co.kr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[336] 원격수업용무선마이크
[327] 온라인수업용무선마이크
[291] 유튜버방송용무선마이크
[285] 방송용무선마이크
[198] 녹화용무선마이크
[99] sbs뉴스
[84] 강의용무선마이크
[84] 무선마이크
[84] 스와니폰
[57] 스와니폰송수신기



Top Hashtags in Tweet in G1:
[2] 네글자로_된_가슴뛰는_말을_해보자

Top Hashtags in Tweet in G2:
[2] 코로나거리두기4단계

Top Hashtags in Tweet in G5:
[5] 원격수업
[5] 나는_모범생인가
[4] 연예뉴스
[4] koreanentertainmentnews
[4] kpopnews
[3] 비대면
[3] 코로나19
[3] 원격
[2] 수도권
[2] permissiontodance

Top Hashtags in Tweet in G6:
[2] sbs뉴스
[1] 포커스데일리
[1] kbs뉴스
[1] kbs

Top Hashtags in Tweet in G8:
[95] sbs뉴스
[40] 한국판뉴딜_현장체험
[40] 문백초등학교편
[33] kbs
[21] kbs뉴스
[12] kbs뉴욤
[3] 가족돌봄휴가
[3] 가족돌봄비용
[1] 고용부
[1] 노동부

Top Hashtags in Tweet in G9:
[1] sbs뉴스

Top Words
Top Words in Tweet in Entire Graph:
[15436] ì
[9499] 원격수업
[7794] ë
[5846] ê
[4929] 원격
[4608] í
[4533] 애기들
[4532] 루피짤
[3335] 방법
[3312] 교수님이

Top Words in Tweet in G1:
[2952] 원격수업
[2942] 컴공과
[2942] 교수님이
[2942] 화질
[2942] 체크하는
[2942] 방법
[2941] bighwanjang1
[5] 원격
[4] 수업
[3] nincred

Top Words in Tweet in G2:
[2168] 원격수업
[2085] 원격수업이
[2085] 계속돼서
[2085] 교토에서
[2085] 돌아와서
[2085] 본가에서
[2085] 대학생활을
[2085] 하고있는
[2085] 아들
[2085] 아들을

Top Words in Tweet in G3:
[3934] 애기들
[3934] 루피짤
[1970] 진짜
[1969] 원격
[1969] 때
[1967] 존나
[1967] 싫음
[1967] 초등부
[1967] 수업할
[1967] 자꾸

Top Words in Tweet in G4:
[2921] ì
[1410] ë
[828] ê
[799] 원격
[771] 오늘은
[663] œ
[659] 수업을
[659] 하는데
[659] 선생님
[658] 초딩

Top Words in Tweet in G5:
[1586] ì
[1051] ë
[657] 원격수업
[631] ê
[380] 원격
[328] í
[265] 수업
[252] œ
[168] ìˆ
[122] 학교

Top Words in Tweet in G6:
[938] 원격수업
[784] 전면
[747] 원격
[743] lukalouisriri
[682] 4단계
[681] 수도권
[675] 이
[675] 2주치
[668] 하
[667] 내일

Top Words in Tweet in G7:
[1360] ì
[1046] ë
[831] ê
[400] í
[365] 원격
[354] howoohowwoo
[301] œ
[266] 원격수업
[263] 줌
[261] 갑자기

Top Words in Tweet in G8:
[1412] ì
[968] ë
[661] ê
[344] í
[339] 원격수업
[307] 수도권
[244] 원격
[206] 학교
[193] 전면
[174] œ

Top Words in Tweet in G9:
[431] 원격수업
[350] 받는
[350] 딸을
[350] 위해
[350] 차고를
[350] 교실로
[350] 개조한
[350] 아빠
[349] museun_happen
[75] 원격

Top Words in Tweet in G10:
[5921] ì
[2325] í
[2114] ê
[1695] ë
[634] œ
[633] ëš
[424] ϑ
[422] ϓ
[422] ˆì
[232] hanitweet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5370] ì,ì
[3309] 컴공과,교수님이
[3309] 교수님이,원격수업
[3309] 원격수업,화질
[3309] 화질,체크하는
[3309] 체크하는,방법
[3308] bighwanjang1,컴공과
[2547] ì,ë
[2423] 원격수업,하는
[2414] 원격수업이,계속돼서

Top Word Pairs in Tweet in G1:
[2942] 컴공과,교수님이
[2942] 교수님이,원격수업
[2942] 원격수업,화질
[2942] 화질,체크하는
[2942] 체크하는,방법
[2941] bighwanjang1,컴공과
[2] #네글자로_된_가슴뛰는_말을_해보자,원격수업
[2] 원격,수업

Top Word Pairs in Tweet in G2:
[2085] 원격수업이,계속돼서
[2085] 계속돼서,교토에서
[2085] 교토에서,돌아와서
[2085] 돌아와서,본가에서
[2085] 본가에서,대학생활을
[2085] 대학생활을,하고있는
[2085] 하고있는,아들
[2085] 아들,아들을
[2085] 아들을,정말
[2085] 정말,좋아하는

Top Word Pairs in Tweet in G3:
[1967] 진짜,존나
[1967] 존나,싫음
[1967] 싫음,초등부
[1967] 초등부,애기들
[1967] 애기들,원격
[1967] 원격,수업할
[1967] 수업할,때
[1967] 때,자꾸
[1967] 자꾸,가상배경으로
[1967] 가상배경으로,담배

Top Word Pairs in Tweet in G4:
[1296] ì,ì
[658] 초딩,원격
[658] 원격,수업을
[658] 수업을,하는데
[658] 하는데,들려오는
[658] 들려오는,선생님
[658] 선생님,목소리
[658] 목소리,오늘은
[658] 오늘은,50까지의
[658] 50까지의,수를

Top Word Pairs in Tweet in G5:
[407] ì,ì
[306] ë,ì
[298] ì,ë
[228] ì,ê
[200] ë,ë
[153] ìˆ,ì
[146] ë,ê
[131] ê,ì
[127] 원격,수업
[127] ì,í

Top Word Pairs in Tweet in G6:
[672] 수도권,4단계
[668] 전면,원격
[666] 하,내일
[666] 내일,수도권
[666] 4단계,격상
[666] 격상,발표하면
[666] 발표하면,담주
[666] 담주,월욜부터
[666] 월욜부터,설마
[666] 설마,전면

Top Word Pairs in Tweet in G7:
[401] ì,ì
[306] ë,ê
[270] ê,ì
[209] ì,œ
[208] ì,ë
[194] 등교수업을,갑자기
[194] 갑자기,원격으로
[194] 원격으로,전환할
[194] 전환할,경우
[194] 경우,학교

Top Word Pairs in Tweet in G8:
[304] ì,ì
[286] ë,ì
[253] ì,ë
[233] ë,ë
[180] ì,í
[176] 수도권,학교
[171] ë,ê
[134] 방학,전까지
[132] ì,ê
[125] 원격,수업

Top Word Pairs in Tweet in G9:
[350] 원격수업,받는
[350] 받는,딸을
[350] 딸을,위해
[350] 위해,차고를
[350] 차고를,교실로
[350] 교실로,개조한
[350] 개조한,아빠
[349] museun_happen,원격수업
[27] dot5ran,진짜
[27] 진짜,존나

Top Word Pairs in Tweet in G10:
[2535] ì,ì
[847] ì,í
[635] í,ì
[634] ì,ë
[633] ê,í
[425] ì,ê
[424] ë,ì
[423] œ,ì
[422] ê,ì
[422] ê,œì

Top Replied-To
Top Replied-To in Entire Graph:
@nincred
@calla7695
@beebjyx
@yesmynamewtf
@irumun_yotsuha
@jimini06
@day0_moa
@swedenhalmeno
@somni_bl_8585
@bbok_jak_

Top Replied-To in G1:
@nincred
@good_mulgae
@a_othis_one
@_color_316
@cxxwy_

Top Replied-To in G3:
@yesmynamewtf
@stump_inwoods
@gunbam13

Top Replied-To in G4:
@vnholic
@sakurabucks
@parlor_j
@_could_happen
@hunisjung
@joymaeng

Top Replied-To in G5:

Top Replied-To in G6:
@lukalouisriri

Top Replied-To in G7:
@epitaphuro
@atea_tea
@highschool_erp
@freewill_9
@maerdymteg
@adverbkr
@withallmy
@2ee__who
@chloe_y110
@7riday

Top Replied-To in G8:
@sbs8news
@joongangilbo

Top Replied-To in G9:
@calla7695
@muodraa
@konan_1819

Top Mentioned
Top Mentioned in Entire Graph:
@bighwanjang1
@tweetomsr
@dot5ran
@lukalouisriri
@egan_shin
@500ml7_
@howoohowwoo
@museun_happen
@hanitweet
@laneige_

Top Mentioned in G1:
@bighwanjang1
@wa_gung

Top Mentioned in G2:
@tweetomsr
@bighwanjang1
@dot5ran
@kzaanfever
@animalplanet77

Top Mentioned in G3:
@dot5ran
@bighwanjang1
@tweetomsr

Top Mentioned in G4:
@egan_shin
@500ml7_
@laneige_
@dot5ran
@tweetomsr
@bighwanjang1
@lukalouisriri
@howoohowwoo
@otori13
@spes_est0

Top Mentioned in G5:
@pairsonnalitesa
@bjchina123
@ep8ds
@iamamoa

Top Mentioned in G6:
@lukalouisriri
@covid19_kcda
@dot5ran
@tweetomsr
@bighwanjang1
@yomanhanwolgub
@500ml7_
@lazybonecat
@newsgongjang
@simonsim_1

Top Mentioned in G7:
@howoohowwoo
@otori13
@lukalouisriri
@dot5ran
@tweetomsr
@egan_shin
@ladysullem
@highschool_erp
@atea_tea
@historicus2021

Top Mentioned in G8:
@sbs8news
@koreadca
@yonhaptweet
@pyeonjeon
@hellopolicy
@kbsnews
@nadanbi34
@dot5ran
@egan_shin
@operationoxygen

Top Mentioned in G9:
@museun_happen
@dot5ran
@bighwanjang1
@tweetomsr
@egan_shin
@lukalouisriri
@howoohowwoo
@pyeonjeon
@500ml7_
@otori13

Top Mentioned in G10:
@hanitweet
@tweetomsr
@dot5ran
@lukalouisriri
@hasi_mentor
@bighwanjang1
@egan_shin
@500ml7_
@museun_happen
@howoohowwoo

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@hokcenayeokcena
@sosgur82
@eggry
@max__maximizer
@angelajeong
@naraemaru
@kaya8812
@man0403

Top Tweeters in G1:
@mayoi_chan_
@mysticblue1024
@_iv_3013
@raremaker
@bluestreakcc
@chlrhdi6
@csua1004
@licanthropes
@ryuche_
@gibong

Top Tweeters in G2:
@max__maximizer
@kind0320
@anne_xol
@bbyack_bbyack
@apocalypse_side
@d01te
@coramdeokisys
@the_last_sleep
@sixis_oclock
@madfilian

Top Tweeters in G3:
@dearmisss
@volpe__
@diarine37
@0617_0423_0115
@miraclenger
@udadabi
@ryusin_4
@bluebread12
@hyeon_nim_
@7dlsdud7

Top Tweeters in G4:
@hokcenayeokcena
@naraemaru
@harne_
@judithgjeon
@jaerhuam
@inselein
@panblazer
@aldksgody11
@ruka134
@5024dbsdl

Top Tweeters in G5:
@pairsonnalitesa
@breaknewscom
@vil_wife
@hyechulson
@nownet1117
@lovescj0314
@veronica_holic
@thsrbal24
@yumismm
@soksim12

Top Tweeters in G6:
@pinel812
@gedonyan
@kittyt515
@_nastycat
@rino__kj
@plant_ugarden0
@prekim022
@kirby_loo
@wkdrnsdl1
@suimir_bd

Top Tweeters in G7:
@ths02130
@o522o326
@reing422
@yeokbo
@zambony76
@heyjinism
@shim920
@q_bannh
@yj615
@look_talk

Top Tweeters in G8:
@hjlv2378
@sosgur82
@eggry
@man0403
@kim_jemma
@kirame7
@seraph506
@relaxoowang
@ggool_mool
@wdtd060515

Top Tweeters in G9:
@ssayyes
@gojejegojeje
@pud_hamyo
@blueisme9
@tjrlghks11
@heeya3507
@softpaperwings
@xssuny007
@star_zena
@heresian_has

Top Tweeters in G10:
@angelajeong
@kaya8812
@tlswogudwkdw
@junesock
@wdlgv1dvqxhdd2c
@fireworks_9999
@alea07_rv
@seu_109
@akasuekun
@tsutaivy