%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85, Twitter, 7/16/2020 10:42:34 AM, 230712


FAQ | Problem?

%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85_2020-07-16_00-16-22.xlsx
원격수업_2020-07-16_00-16-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 16, 2020
Short Description:
원격수업 via NodeXL https://bit.ly/32pyS5d
@gayfuckurfather
@ddanziabba
@jangtopia
@gt_remakere
@laziu_cc
@rinne_grimm
@avecalice
@mbcnews
@intj_feminist
@subin_lover02

Top hashtags:
#코로나19
#등교수업
#sbs뉴스
#kbs
#원격수업
#등교개학
#교직원
#thebucheon

Description:
Description
The graph represents a network of 7,808 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 Thursday, 16 July 2020 at 07:19 UTC.

The requested start date was Thursday, 16 July 2020 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 75-day, 8-hour, 16-minute period from Friday, 01 May 2020 at 00:00 UTC to Wednesday, 15 July 2020 at 08:16 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 : 7808
Unique Edges : 1511
Edges With Duplicates : 15682
Total Edges : 17193
Number of Edge Types : 5
Retweet : 7477
MentionsInRetweet : 7497
Tweet : 1727
Replies to : 431
Mentions : 61
Self-Loops : 1742
Reciprocated Vertex Pair Ratio : 0.00317855168601437
Reciprocated Edge Ratio : 0.00633696101391376
Connected Components : 1327
Single-Vertex Connected Components : 956
Maximum Vertices in a Connected Component : 5855
Maximum Edges in a Connected Component : 14906
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.660298
Graph Density : 0.000119083835019854
Modularity : 0.409605
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 7,808 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 Thursday, 16 July 2020 at 07:19 UTC.

The requested start date was Thursday, 16 July 2020 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 75-day, 8-hour, 16-minute period from Friday, 01 May 2020 at 00:00 UTC to Wednesday, 15 July 2020 at 08:16 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:
[95] https://v.kakao.com/v/20200625180022168
[84] https://imnews.imbc.com/replay/2020/nwdesk/article/5762999_32524.html
[81] https://n.news.naver.com/article/005/0001342133
[50] http://www.edupress.kr/news/articleView.html?idxno=5529
[32] https://news.v.daum.net/v/20200504161512789
[29] https://news.v.daum.net/v/20200518140210418
[25] http://m.ohmynews.com/NWS_Web/Mobile/at_pg.aspx?CNTN_CD=A0002640476&CMPT_CD=MSA99
[22] https://news.v.daum.net/v/20200528202405700
[21] https://www.yna.co.kr/view/AKR20200508054700004?input=tw
[20] https://www.yna.co.kr/view/AKR20200610119300005

Top URLs in Tweet in G2:
[17] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002640754
[16] https://news.v.daum.net/v/20200515080105069
[15] https://news.v.daum.net/v/20200609110522459
[13] https://news.v.daum.net/v/20200504160018246
[12] https://news.v.daum.net/v/20200614172750447
[10] https://news.v.daum.net/v/20200608104936397
[7] https://news.v.daum.net/v/20200527092048844
[7] https://news.v.daum.net/v/20200514150937140
[6] https://news.v.daum.net/v/20200527090523151
[6] https://news.v.daum.net/v/20200528060317734

Top URLs in Tweet in G3:
[10] https://news.v.daum.net/v/20200528202405700
[4] https://news.v.daum.net/v/20200529224557837
[3] https://news.v.daum.net/v/20200518140008312
[3] https://www.youtube.com/watch?v=O6yIs7_mfX8&feature=youtu.be

[3] https://n.news.naver.com/article/055/0000816018?lfrom=twitter
[3] https://news.v.daum.net/v/20200520193341181
[3] https://news.v.daum.net/v/20200527092048844
[3] https://news.v.daum.net/v/20200621080009906
[3] https://news.v.daum.net/v/20200702192700371
[2] https://n.news.naver.com/article/006/0000102601?lfrom=twitter

Top URLs in Tweet in G4:
[10] https://news.v.daum.net/v/20200504120007503
[3] https://news.v.daum.net/v/20200504160018246?t_src=daumapp&t_ch=noti_m&t_obj=ZKBA0
[2] https://news.v.daum.net/v/20200614184050614
[1] http://m.ohmynews.com/NWS_Web/Mobile/at_pg.aspx?CNTN_CD=A0002655247&CMPT_CD=MSA99
[1] https://news.v.daum.net/v/20200609110522459
[1] https://v.kakao.com/v/20200625180022168

Top URLs in Tweet in G5:
[84] https://v.kakao.com/v/20200625180022168
[46] http://www.edupress.kr/news/articleView.html?idxno=5529
[24] http://m.ohmynews.com/NWS_Web/Mobile/at_pg.aspx?CNTN_CD=A0002640476&CMPT_CD=MSA99
[13] http://m.ohmynews.com/NWS_Web/Mobile/at_pg.aspx?CNTN_CD=A0002655247&CMPT_CD=MSA99
[10] http://m.ohmynews.com/NWS_Web/Mobile/at_pg.aspx?CNTN_CD=A0002625388
[10] http://news.jtbc.joins.com/html/546/NB11948546.html
[1] https://news.v.daum.net/v/20200512152708191
[1] https://n.news.naver.com/article/005/0001342133
[1] https://twitter.com/pjh0170/status/1266705614173921280
[1] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002651370

Top URLs in Tweet in G6:
[3] https://v.kakao.com/v/20200625180022168
[1] https://news.naver.com/main/read.nhn?mode=LSD&mid=sec&sid1=001&oid=001&aid=0011595275

Top URLs in Tweet in G7:
[2] https://v.kakao.com/v/20200625180022168
[1] http://www.ohmynews.com/NWS_Web/Event/Premium/at_pg.aspx?CNTN_CD=A0002650509
[1] https://www.mk.co.kr/news/society/view/2020/06/641561/
[1] https://m.mk.co.kr/opinion/contributors/view/2020/06/635706/
[1] http://www.edupress.kr/news/articleView.html?idxno=5529

Top URLs in Tweet in G8:
[17] http://www.yna.co.kr/view/AKR20200705031900054
[17] https://www.yna.co.kr/view/AKR20200512053900004?input=tw
[15] https://www.yna.co.kr/view/AKR20200508054700004?input=tw
[8] https://news.v.daum.net/v/20200506162050828
[6] https://www.nocutnews.co.kr/news/5342198
[5] https://www.yna.co.kr/view/AKR20200529008200009?input=tw
[4] https://m.thepublic.kr/news/newsview.php?ncode=1065571716213937
[4] https://news.v.daum.net/v/20200710095301224
[2] https://news.v.daum.net/v/20200626121126379
[2] https://news.v.daum.net/v/20200627221716901

Top URLs in Tweet in G9:
[32] https://news.v.daum.net/v/20200504161512789
[28] https://news.v.daum.net/v/20200518140210418
[15] https://news.v.daum.net/v/20200524181604480
[10] http://www.etoday.co.kr/news/view/1890659
[5] https://news.v.daum.net/v/20200517172708109

Top Domains
Top Domains in Tweet in Entire Graph:
[399] daum.net
[253] co.kr
[192] naver.com
[134] imbc.com
[95] kakao.com
[94] ohmynews.com
[50] edupress.kr
[27] twitter.com
[19] breaknews.com
[18] youtube.com

Top Domains in Tweet in G2:
[144] daum.net
[18] ohmynews.com
[13] co.kr
[3] hankookilbo.com
[2] blog.me
[2] imbc.com
[2] edupress.kr
[2] tistory.com
[1] naver.com
[1] bbc.com

Top Domains in Tweet in G3:
[72] naver.com
[56] daum.net
[38] co.kr
[18] breaknews.com
[17] twitter.com
[14] thebucheon.com
[11] blog.me
[10] gpjn.kr
[9] ksngn.net
[8] youtube.com

Top Domains in Tweet in G4:
[16] daum.net
[1] ohmynews.com
[1] kakao.com

Top Domains in Tweet in G5:
[84] kakao.com
[48] ohmynews.com
[46] edupress.kr
[10] joins.com
[2] twitter.com
[2] co.kr
[2] imbc.com
[1] daum.net
[1] naver.com
[1] incheonin.com

Top Domains in Tweet in G6:
[3] kakao.com
[1] naver.com

Top Domains in Tweet in G7:
[2] co.kr
[2] kakao.com
[1] ohmynews.com
[1] edupress.kr

Top Domains in Tweet in G8:
[67] co.kr
[33] daum.net
[6] youtube.com
[5] naver.com
[4] thepublic.kr
[2] coupa.ng
[2] gginews.kr
[1] joins.com
[1] kakao.com
[1] goodmorningcc.com

Top Domains in Tweet in G9:
[80] daum.net
[10] co.kr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] 코로나19
[44] 등교수업
[27] sbs뉴스
[25] kbs
[24] 원격수업
[18] 등교개학
[17] 교직원
[16] thebucheon
[15] 유비무환
[15] 문재인대통령



Top Hashtags in Tweet in G2:
[17] 코로나19
[17] 교직원
[13] 유비무환
[13] 문재인대통령
[9] 부천시
[8] 코로나19_극복
[8] 원격수업
[1] 어린이ë‚
[1] 등교개학
[1] 등교수업

Top Hashtags in Tweet in G3:
[14] thebucheon
[12] 더부천
[4] 코로나19
[4] 원격수업
[4] feedly
[3] 소녀의세계
[3] 등교수업
[3] mustread
[2] 고3
[2] 등교

Top Hashtags in Tweet in G4:
[1] 유비무환
[1] 문재인대통령

Top Hashtags in Tweet in G5:
[1] 국회입법조사처
[1] 학교
[1] 등교수업
[1] 원격수업
[1] 화상수업
[1] 학생중심
[1] kbs뉴욤
[1] kbs
[1] sbs뉴욤

Top Hashtags in Tweet in G8:
[38] 등교수업
[17] 등교개학
[15] 원격수업
[11] 교육부
[11] 코로나19
[9] 학교방역
[9] 등교수업일
[5] 스승의날
[3] 인천시교육청
[2] 원격수업

Top Words
Top Words in Tweet in Entire Graph:
[55762] ì
[36855] ë
[23674] ê
[13577] í
[8024] ìž
[5496] œ
[4860] ϓ
[4492] êµ
[3988] ìˆ
[3715] 원격

Top Words in Tweet in G1:
[2042] 원격
[2039] gayfuckurfather
[2038] ㅋㅋ
[2038] 감염자가
[2038] 나오면
[2038] 수업으로
[2038] 조정
[2038] ㅋㅋㅋ
[2038] 한명
[2038] 걸리면

Top Words in Tweet in G2:
[34078] ì
[22263] ë
[14187] ê
[7273] í
[6452] ìž
[3892] ϓ
[3171] âœ
[2967] œ
[2885] ˆë
[2424] êµ

Top Words in Tweet in G3:
[3321] ì
[2106] ë
[1313] ê
[873] í
[628] 원격수업
[470] œ
[367] ìˆ
[267] 원격
[259] êµ
[197] ëš

Top Words in Tweet in G4:
[2358] ì
[1570] ë
[946] ê
[854] 호텔
[494] í
[444] ìž
[430] 원격
[429] 포함
[428] 대형
[428] 다시

Top Words in Tweet in G5:
[2241] ì
[1835] ë
[881] ê
[685] í
[389] 원격수업
[279] œ
[263] ëš
[252] ìˆ
[230] 수업
[212] êµ

Top Words in Tweet in G6:
[580] 픽크루
[580] 비공개
[294] 원격수업
[291] lt
[291] 픽크루가
[291] 픽크루를
[290] 임시
[290] 전환
[290] 안내
[290] gt

Top Words in Tweet in G7:
[237] 이
[234] 원격수업을
[227] 학생들이
[227] 더
[226] 원격수업의
[226] 문제에
[226] 대해
[226] 커뮤니케이션
[226] 학자
[226] 강인규에

Top Words in Tweet in G8:
[3027] ì
[1857] ë
[1271] ê
[745] í
[431] ìž
[370] êµ
[324] œ
[304] ϓ
[229] ìˆ
[177] 원격수업

Top Words in Tweet in G9:
[570] ì
[443] ë
[202] ê
[177] í
[107] 원격
[85] ieofgroup
[84] êµ
[80] ìˆ
[66] ìž
[64] ëš

Top Words in Tweet in G10:
[133] 인데
[130] 밈들
[130] 진짜
[130] 궁금한데
[130] 우리학교같은데
[130] 있음
[130] 13
[130] 고3등교
[130] 1반
[130] 10시

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15891] ì,ì
[9933] ì,ë
[9561] ë,ì
[7204] ì,ê
[6889] ë,ë
[6266] ê,ì
[4630] ê,ë
[4615] ìž,ë
[4234] ì,ìž
[4194] ë,ê

Top Word Pairs in Tweet in G1:
[2038] ㅋㅋ,감염자가
[2038] 감염자가,나오면
[2038] 나오면,원격
[2038] 원격,수업으로
[2038] 수업으로,조정
[2038] 조정,ㅋㅋㅋ
[2038] ㅋㅋㅋ,한명
[2038] 한명,걸리면
[2038] 걸리면,집단감염
[2038] 집단감염,순식간에

Top Word Pairs in Tweet in G2:
[9811] ì,ì
[5976] ì,ë
[5832] ë,ì
[3974] ë,ë
[3926] ê,ì
[3844] ìž,ë
[3751] ì,ê
[3488] ì,ìž
[2882] ê,ë
[2768] ë,ê

Top Word Pairs in Tweet in G3:
[875] ì,ì
[606] ë,ì
[604] ì,ë
[498] ì,ê
[347] ë,ë
[313] ìˆ,ì
[289] ê,ì
[288] ì,í
[251] ê,ìˆ
[226] ë,ê

Top Word Pairs in Tweet in G4:
[673] ì,ì
[428] ë,ì
[427] 이,시국에
[427] 시국에,단체
[427] 단체,수련회를
[427] 수련회를,강행하는
[427] 강행하는,교회
[427] 교회,확진된
[427] 확진된,신자
[427] 신자,중엔

Top Word Pairs in Tweet in G5:
[576] ì,ì
[479] ì,ë
[449] ë,ì
[367] ë,ë
[319] ì,ê
[234] ì,í
[211] ê,ì
[190] ê,ë
[180] ìˆ,ì
[152] í,ë

Top Word Pairs in Tweet in G6:
[290] lt,픽크루
[290] 픽크루,임시
[290] 임시,비공개
[290] 비공개,전환
[290] 전환,안내
[290] 안내,gt
[290] gt,모
[290] 모,학교
[290] 학교,원격수업
[290] 원격수업,자료로

Top Word Pairs in Tweet in G7:
[226] 원격수업의,문제에
[226] 문제에,대해
[226] 대해,커뮤니케이션
[226] 커뮤니케이션,학자
[226] 학자,강인규에
[226] 강인규에,쓴
[226] 쓴,이
[226] 이,기사에서
[226] 기사에서,재밌는
[226] 재밌는,점은

Top Word Pairs in Tweet in G8:
[857] ì,ì
[510] ì,ë
[448] ë,ì
[406] ì,ê
[359] ê,ì
[290] ë,ë
[251] ìž,ë
[226] ìˆ,ì
[223] ì,ìž
[214] ê,ë

Top Word Pairs in Tweet in G9:
[188] ì,ë
[125] ì,ì
[103] ë,ì
[102] ì,ê
[80] ìˆ,ì
[76] ë,ë
[76] í,ë
[73] ë,êµ
[65] ê,ìˆ
[52] 개학해도,원격

Top Word Pairs in Tweet in G10:
[130] 밈들,진짜
[130] 진짜,궁금한데
[130] 궁금한데,우리학교같은데
[130] 우리학교같은데,있음
[130] 있음,13
[130] 13,고3등교
[130] 고3등교,1반
[130] 1반,10시
[130] 10시,2반
[130] 2반,11시

Top Replied-To
Top Replied-To in Entire Graph:
@a11133072
@our_moe
@burnoutrice
@rang6627
@lemona_teacher
@bora__teacher
@sngf__
@ineedfriendsha
@a74hlou0l3vxtoj
@forever_805

Top Replied-To in G1:
@uvr_rvot
@blue_1303
@02_19pm
@sibal_wr

Top Replied-To in G2:
@lim_pd
@jangtopia
@dareto_tell
@mediatodaynews

Top Replied-To in G3:

Top Replied-To in G5:
@a11133072
@burnoutrice
@lemona_teacher
@mine151705
@wimbtb730
@bora__teacher
@_tea_joan
@ethics___t
@hwarang96
@yeahbe_teacher

Top Replied-To in G8:
@our_moe
@hellopolicy
@kimtakta17
@joeunedu

Top Replied-To in G9:
@guii_yummy

Top Replied-To in G10:
@xhrlsiddl
@r_su___

Top Mentioned
Top Mentioned in Entire Graph:
@gayfuckurfather
@jangtopia
@ddanziabba
@rinne_grimm
@avecalice
@intj_feminist
@subin_lover02
@mbcnews
@our_moe
@howoohowwoo

Top Mentioned in G1:
@gayfuckurfather

Top Mentioned in G2:
@jangtopia
@happy_csr_
@jasmine_vanbeat
@bucheon4u
@bleuchatte
@dialecticalmat
@ddanziabba
@choiseungsook
@jangjo3016
@mediatodaynews

Top Mentioned in G3:
@pairsonnalitesa
@agit00
@h2b6do9le7gjjoh
@army_05_twt
@toeijum2010

Top Mentioned in G4:
@ddanziabba
@jangtopia
@kju7154
@ktx9401
@gayfuckurfather
@_osamo_
@qqwfpytpp0ldnkp
@jasmine_vanbeat
@egg999123
@hakgyoduitdam

Top Mentioned in G5:
@howoohowwoo
@egg999123
@_osamo_
@hakgyoduitdam
@qqwfpytpp0ldnkp
@lemona_teacher
@dear2bambi
@n_grida
@mine151705
@espoir414

Top Mentioned in G6:
@rinne_grimm
@gayfuckurfather
@hakgyoduitdam
@smmohw

Top Mentioned in G7:
@avecalice
@ddanziabba
@ckhj020
@egg999123
@hakgyoduitdam
@shosanna_xoxo
@qqwfpytpp0ldnkp
@_osamo_
@howoohowwoo
@n_grida

Top Mentioned in G8:
@our_moe
@jangtopia
@yonhaptweet
@mylife_ktv
@joeunedu
@ddanziabba
@smmohw
@iilikewind
@mogef
@nocturnal12_12

Top Mentioned in G9:
@ieofgroup
@0to39
@we_alive_here
@la_cacah0uete
@lookaod0512
@ddanziabba
@gayfuckurfather
@avecalice
@jangtopia
@egg999123

Top Mentioned in G10:
@subin_lover02
@gayfuckurfather
@ddanziabba
@rinne_grimm

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@sosgur82
@angelajeong
@eggry
@hokcenayeokcena
@man0403
@grasshh1
@suan55
@lwt55dgcha1

Top Tweeters in G1:
@akdrhrjator
@reing422
@cokakain_0708
@plant_ugarden0
@udadabi
@rhdrksaltnf
@lumignon_1010
@3taptap
@sy_301
@_milgaru

Top Tweeters in G2:
@man0403
@suan55
@lwt55dgcha1
@sangim51
@kim_jemma
@hsc0420
@savetheearthkim
@handpis
@ywmoon888
@lesmy2017

Top Tweeters in G3:
@pairsonnalitesa
@grasshh1
@breaknewscom
@pbjs9876
@hyechulson
@koreanewswire
@corea1
@1m28r
@veronica_holic
@tpstm301

Top Tweeters in G4:
@s17221
@athmtg1
@coreacom
@kjk36780
@aldksgody11
@duckguim
@jayouloun
@lee_0810
@ktx9401
@anansi1191

Top Tweeters in G5:
@manong_eirene
@ryuzeh
@yeokbo
@enki_nobady
@uhanzim
@lyocamyvalkyria
@akasuekun
@gussl789
@sando0217
@a_ster_19

Top Tweeters in G6:
@kittyt515
@bbyack_bbyack
@the_last_sleep
@segae_jji
@rayskarl
@lil_undead_hg
@bullsae_bugger
@___barunim
@wjddbs9709
@kacheon037

Top Tweeters in G7:
@kittysister
@judithgjeon
@_nastycat
@xiugeun
@frombc7197
@01771g
@efz_2010
@haniruri
@cncn_
@wdlgv1dvqxhdd2c

Top Tweeters in G8:
@hjlv2378
@angelajeong
@eggry
@turkeyfiend
@kt7794
@rkswkd007
@jhannes37
@hyejin_1014
@mikrokosmos329
@sweetthmj

Top Tweeters in G9:
@tjrlghks11
@aos_yelloshi
@chocojoayohehe
@bible0108
@rin__up__
@sorcerika
@choyoun1986
@sekainohagime
@paund0535
@yoru_joker

Top Tweeters in G10:
@_ss_2756
@fallformofa19
@gom_064
@bxhqtrnaqp9qayr
@adonis_soso
@cyj7180
@sin_yu_ja_aaaa
@4htizqerqtngiyq
@rinmoon0729
@ryujiryuji0523


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.