schoolclosure, Twitter, 3/16/2021 9:37:55 PM, 250763


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schoolclosure_2021-03-14_21-15-31.xlsx
schoolclosure_2021-03-14_21-15-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3qVgTMC
@dr_kid_
@outwoodscat
@lngames9
@alnolan
@intl_ed_news
@jandthebird
@bbcworld
@washingtonpost
@afdublin
@education_24x7

Top hashtags:
#schoolclosure
#drawwithalan
#lockdown
#covid19
#remotelearning
#schoolclosures

Description:
Description
The graph represents a network of 817 Twitter users whose tweets in the requested range contained "schoolclosure", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 March 2021 at 04:17 UTC.

The requested start date was Saturday, 13 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 70-day, 7-hour, 49-minute period from Friday, 01 January 2021 at 01:49 UTC to Friday, 12 March 2021 at 09:38 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 : 817
Unique Edges : 347
Edges With Duplicates : 1275
Total Edges : 1622
Number of Edge Types : 5
Retweet : 522
MentionsInRetweet : 601
Tweet : 329
Mentions : 143
Replies to : 27
Self-Loops : 341
Reciprocated Vertex Pair Ratio : 0.0235109717868339
Reciprocated Edge Ratio : 0.0459418070444104
Connected Components : 248
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 84
Maximum Edges in a Connected Component : 231
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.88786
Graph Density : 0.000979492164062687
Modularity : 0.451755
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 817 Twitter users whose tweets in the requested range contained "schoolclosure", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 March 2021 at 04:17 UTC.

The requested start date was Saturday, 13 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 70-day, 7-hour, 49-minute period from Friday, 01 January 2021 at 01:49 UTC to Friday, 12 March 2021 at 09:38 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 : schoolclosure
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:
[12] https://play.google.com/store/apps/details?id=com.kangaroocrew.alphabet
[12] https://apps.apple.com/us/app/loo-loos-alphabet-matching/id893278924
[12] https://www.amazon.com/s?k=kangaroo+crew&i=mobile-apps&ref=nb_sb_noss
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[9] https://apps.apple.com/us/app/fine-motor-skills-practice/id880970066
[6] https://www.eurosurveillance.org/content/children--schools-and-covid-19
[4] https://www.knbs.co.uk/schoolclosure-250121
[4] https://sueatkinsparentingcoach.com/2021/01/why-cant-i-go-to-school/#.X_OelhdFhAc.twitter
[4] https://www.youtube.com/watch?v=-V3ffgMCMcc&feature=youtu.be

[3] https://www.rte.ie/culture/2021/0216/1197478-draw-with-alan-how-to-draw-a-penguin/

Top URLs in Tweet in G1:
[2] https://www.instagram.com/accounts/login/
[2] https://www.kaligo-apps.com/kaligo-practice/
[1] https://twitter.com/i/web/status/1344922692919545857
[1] https://twitter.com/i/web/status/1344911031882063873
[1] https://twitter.com/i/web/status/1345077959783280642
[1] https://news.sky.com/story/teaching-unions-tell-pm-do-your-duty-and-close-all-schools-in-england-to-limit-covid-threat-12177145
[1] https://twitter.com/BillEtheridgeuk/status/1345326581225574401?s=20
[1] https://twitter.com/ToniaBuxton/status/1345298442701189120?s=20
[1] https://www.youtube.com/watch?v=-V3ffgMCMcc&feature=youtu.be

[1] https://twitter.com/peston/status/1346110314224340993

Top URLs in Tweet in G2:
[1] https://www.dr-kid.net/schoolclosure-japan
[1] https://www.dr-kid.net/schoolclosure-open-nc-usa

Top URLs in Tweet in G4:
[1] https://www.l-ngames.co.uk/

Top URLs in Tweet in G5:
[3] https://www.rte.ie/culture/2021/0216/1197478-draw-with-alan-how-to-draw-a-penguin/
[1] https://twitter.com/i/web/status/1352591916014198784
[1] https://twitter.com/i/web/status/1348964805642776577
[1] https://twitter.com/i/web/status/1351468206242803714
[1] https://twitter.com/i/web/status/1351468917957521408
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DylH-KXj_gNw&q=EgS4SO-bGJS_u4IGIhkA8aeDS4u9S1sl759pUSMNQQzVt0LeW7QJMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dczz-K2Cnm8o&q=EgS4SO-bGJG_u4IGIhkA8aeDS9le6FKbFL7LigM7QquAO8ASNK8eMgFy
[1] https://twitter.com/i/web/status/1359079171553701888
[1] https://twitter.com/i/web/status/1361621140804947971
[1] https://twitter.com/i/web/status/1364139678803386369

Top URLs in Tweet in G6:
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[3] https://anchor.fm/naylorsnatter/episodes/Whats-working-well-in-remote-education-with-Professor-Daniel-Muijs-epdj4q/a-a4ehiup
[2] https://www.cnn.com/2021/01/24/africa/africa-schools-covid-intl/index.html
[1] http://timesofindia.indiatimes.com/home/education/news/almost-50-unable-to-take-online-exam/articleshow/81198596.cms?utm_source=twitter.com&utm_medium=social&utm_campaign=TOIDesktop
[1] https://www.bbc.com/news/world-europe-55752373
[1] https://www.telegraph.co.uk/global-health/climate-and-people/global-nutrition-crisis-looms-hungry-children-locked-school/
[1] https://twitter.com/i/web/status/1358072939271356419
[1] https://twitter.com/i/web/status/1368305401268219904
[1] https://edition.cnn.com/2021/01/14/uk/england-schools-hit-by-coronavirus-pandemic/
[1] https://internationalednews.com/2020/07/15/my-view-from-ottawa-ontario-canada-trista-hollweck-on-school-closures-and-the-pandemic/

Top URLs in Tweet in G7:
[1] https://afdublin.extranet-aec.com/events/view/11-Workshop#/

Top URLs in Tweet in G8:
[1] https://newsvibesofindia.com/covid-19-impact-could-result-in-10-mn-more-child-marriages-unicef-56370/
[1] https://newsvibesofindia.com/over-168-mn-children-missed-school-for-almost-a-year-due-to-lockdowns-unicef-56004/
[1] https://twitter.com/i/web/status/1368869812290547716
[1] https://our.today/unicef-report-cites-negative-impact-of-school-closures-affecting-millions-of-children-throughout-latin-america-and-the-caribbean/
[1] https://twitter.com/i/web/status/1368939570281115650

Top URLs in Tweet in G9:
[2] https://medium.com/age-of-awareness/from-falling-behind-to-leaping-forward-the-opportunity-of-school-closures-6281d89faf0d
[1] https://twitter.com/i/web/status/1368022686052605953
[1] https://twitter.com/i/web/status/1348238191439081482
[1] https://twitter.com/i/web/status/1347951403835256833
[1] https://twitter.com/i/web/status/1348238162536112129
[1] https://twitter.com/i/web/status/1348238162263470080
[1] https://twitter.com/i/web/status/1347951410055442440
[1] https://twitter.com/i/web/status/1348238162510946305
[1] https://twitter.com/i/web/status/1347951412005756935
[1] https://twitter.com/i/web/status/1348238187882307584

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1359848265127190531

Top Domains
Top Domains in Tweet in Entire Graph:
[140] twitter.com
[30] apple.com
[21] co.uk
[19] youtube.com
[19] google.com
[12] amazon.com
[8] rte.ie
[6] eurosurveillance.org
[5] reallygiantposters.com
[4] dr-kid.net

Top Domains in Tweet in G1:
[50] twitter.com
[8] co.uk
[3] attachmentmummy.com
[2] youtube.com
[2] gov.uk
[2] dr-kid.net
[2] instagram.com
[2] kaligo-apps.com
[2] campusguru.pk
[1] sky.com

Top Domains in Tweet in G2:
[2] dr-kid.net

Top Domains in Tweet in G4:
[1] co.uk

Top Domains in Tweet in G5:
[10] twitter.com
[8] rte.ie
[3] google.com
[1] alannolan.ie
[1] seesaw.me

Top Domains in Tweet in G6:
[11] youtube.com
[3] cnn.com
[3] anchor.fm
[2] twitter.com
[1] indiatimes.com
[1] bbc.com
[1] co.uk
[1] internationalednews.com
[1] wsj.com
[1] dutchnews.nl

Top Domains in Tweet in G7:
[1] extranet-aec.com

Top Domains in Tweet in G8:
[2] newsvibesofindia.com
[2] twitter.com
[1] our.today

Top Domains in Tweet in G9:
[14] twitter.com
[2] medium.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[435] schoolclosure
[95] drawwithalan
[75] lockdown
[71] covid19
[37] remotelearning
[30] schoolclosures
[25] education
[24] schools
[20] covid
[20] homelearning



Top Hashtags in Tweet in G1:
[112] schoolclosure
[25] lockdown
[13] schoolclosures
[12] education
[11] covid19
[10] schools
[8] covid
[8] learning
[7] remotelearning
[6] schoolsreopening

Top Hashtags in Tweet in G3:
[65] schoolclosure
[1] catsoftwitter
[1] school
[1] cats

Top Hashtags in Tweet in G4:
[1] schoolclosure
[1] remotelearning
[1] eyfs
[1] phonics

Top Hashtags in Tweet in G5:
[95] drawwithalan
[16] keepcreativeirl
[16] covid19ireland
[16] schoolclosure
[15] lockdown
[15] createdontcontaminate
[6] backtoschool
[6] schoolsreopening
[3] howcanitbetuesdayagainalready
[3] seesawlearning

Top Hashtags in Tweet in G6:
[25] schoolclosure
[10] covid19
[4] ottawa
[4] europe
[3] lockdown
[3] podcast
[2] remotelearning
[2] england
[2] africa
[2] canada

Top Hashtags in Tweet in G7:
[13] schoolclosure
[13] online
[13] free

Top Hashtags in Tweet in G8:
[3] covid
[3] unicef
[3] schools
[2] schoolclosure
[2] pandemic
[1] childmarriage
[1] covid19pandemic
[1] girls
[1] poverty
[1] india

Top Hashtags in Tweet in G9:
[11] schoolclosure
[8] lockdown
[3] education
[2] fallingbehind
[2] edutwitter
[2] teachertwitter
[1] digitaldivide
[1] learningpoverty
[1] learningcrisis
[1] educationdisparities

Top Hashtags in Tweet in G10:
[10] covid19
[10] schoolclosures

Top Words
Top Words in Tweet in Entire Graph:
[437] #schoolclosure
[139] children
[121] school
[117] schools
[113] during
[109] miss
[106] donâ
[98] week
[95] #drawwithalan
[90] alnolan

Top Words in Tweet in G1:
[112] #schoolclosure
[44] children
[32] school
[25] #lockdown
[24] learning
[22] child
[20] day
[20] back
[17] schools
[15] know

Top Words in Tweet in G2:
[84] dr_kid_
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[79] 感染対策をした上での学校内の二次感染は非常に少なく
[79] 学校内での子供から大人への感染も認められなかったようです
[79] 学校再開における新型コロナウイルスの二次感染は
[78] ア
[7] こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました
[7] こういった研究がもっと増えてくるといいなと思っています
[7] 新型コロナ対策としての学校閉鎖は
[7] 子どもや保護者にどんな影響が

Top Words in Tweet in G3:
[67] little
[66] people
[65] friends
[65] worried
[65] miss
[65] during
[65] #schoolclosure
[65] worry
[65] still
[64] outwoodscat

Top Words in Tweet in G4:
[44] schools
[44] closed
[44] miss
[44] chance
[44] win
[44] phonics
[44] game
[44] each
[44] week
[44] jan

Top Words in Tweet in G5:
[95] #drawwithalan
[90] alnolan
[72] draw
[69] tuesday
[56] kids
[50] along
[48] happy
[38] featuring
[38] week
[37] thanks

Top Words in Tweet in G6:
[25] #schoolclosure
[13] intl_ed_news
[11] schools
[11] check
[11] twitter
[11] saidâ
[10] #covid19
[5] one
[4] students
[4] revisiting

Top Words in Tweet in G7:
[13] help
[13] second
[13] #schoolclosure
[13] decided
[13] offer
[13] #online
[13] self
[13] learning
[13] modules
[13] #free

Top Words in Tweet in G8:
[12] unicef
[7] mn
[7] unicefindia
[7] unicefchief
[6] due
[4] nvitweets
[4] 10
[4] child
[4] 19
[3] additional

Top Words in Tweet in G9:
[29] children
[20] back
[19] child
[14] day
[13] learning
[12] move
[12] online
[12] wanted
[12] provide
[12] tips

Top Words in Tweet in G10:
[10] hear
[10] more
[10] devastating
[10] impact
[10] #covid19
[10] lockdowns
[10] #schoolclosures
[10] children
[10] particularly
[10] those

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく
[79] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです
[79] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[78] 学校再開における新型コロナウイルスの二次感染は,ア
[71] during,#schoolclosure
[66] little,people
[65] friends,worried
[65] worried,miss
[65] miss,little

Top Word Pairs in Tweet in G1:
[12] #schoolclosure,#lockdown
[9] online,learning
[9] help,child
[8] sudden,change
[8] change,hard
[8] hard,children
[8] children,ways
[8] ways,help
[8] child,deal
[8] deal,week's

Top Word Pairs in Tweet in G2:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく
[79] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです
[79] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[78] 学校再開における新型コロナウイルスの二次感染は,ア
[7] こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました,こういった研究がもっと増えてくるといいなと思っています
[7] こういった研究がもっと増えてくるといいなと思っています,新型コロナ対策としての学校閉鎖は
[7] 新型コロナ対策としての学校閉鎖は,子どもや保護者にどんな影響が
[7] 子どもや保護者にどんな影響が,日本編
[6] dr_kid_,こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました

Top Word Pairs in Tweet in G3:
[66] little,people
[65] friends,worried
[65] worried,miss
[65] miss,little
[65] people,during
[65] during,#schoolclosure
[65] worry,still
[64] outwoodscat,friends
[63] #schoolclosure,donâ
[63] donâ,worry

Top Word Pairs in Tweet in G4:
[44] schools,closed
[44] miss,chance
[44] chance,win
[44] win,phonics
[44] phonics,game
[44] game,each
[44] each,week
[44] week,jan
[44] jan,enter
[44] enter,follow

Top Word Pairs in Tweet in G5:
[50] draw,along
[47] happy,tuesday
[38] #drawwithalan,draw
[38] alnolan,happy
[36] along,kids
[34] rte_culture,featuring
[21] thanks,rte_culture
[21] week's,#drawwithalan
[20] weekly,#drawwithalan
[19] #drawwithalan,videos

Top Word Pairs in Tweet in G6:
[11] check,twitter
[11] twitter,saidâ
[11] saidâ,#schoolclosure
[4] #schoolclosure,#covid19
[4] revisiting,one
[4] one,intl_ed_news
[4] intl_ed_news,popular
[4] popular,year
[4] year,trista
[4] trista,hollweck's

Top Word Pairs in Tweet in G7:
[13] help,second
[13] second,#schoolclosure
[13] #schoolclosure,decided
[13] decided,offer
[13] offer,#online
[13] #online,self
[13] self,learning
[13] learning,modules
[13] modules,#free
[12] afdublin,help

Top Word Pairs in Tweet in G8:
[7] unicef,unicefindia
[7] unicefindia,unicefchief
[4] 10,mn
[4] unicef,unicef
[3] mn,additional
[3] additional,girls
[3] girls,risk
[3] risk,child
[3] child,marriage
[3] marriage,due

Top Word Pairs in Tweet in G9:
[12] children,move
[12] move,back
[12] back,online
[12] online,learning
[12] learning,wanted
[12] wanted,provide
[12] provide,tips
[12] tips,helping
[12] helping,child
[8] #schoolclosure,#lockdown

Top Word Pairs in Tweet in G10:
[10] hear,more
[10] more,devastating
[10] devastating,impact
[10] impact,#covid19
[10] #covid19,lockdowns
[10] lockdowns,#schoolclosures
[10] #schoolclosures,children
[10] children,particularly
[10] particularly,those
[9] childrightsirl,hear

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@alnolan
@dr_kid_
@outwoodscat
@lngames9
@rte_culture
@afdublin
@intl_ed_news
@childrightsirl
@unicef
@unicefindia

Top Mentioned in G1:
@alfredclassical
@martaforesti
@thetruenet
@drandreaskruger

Top Mentioned in G2:
@dr_kid_

Top Mentioned in G3:
@outwoodscat

Top Mentioned in G4:
@lngames9

Top Mentioned in G5:
@alnolan
@rte_culture
@broadsheet_ie
@j_a_debrun

Top Mentioned in G6:
@intl_ed_news
@cnn
@pna1977
@russincheshire
@bbcnews
@bbcwalesnews
@timesofindia
@bbcworld
@tristateach

Top Mentioned in G7:
@afdublin

Top Mentioned in G8:
@unicef
@unicefindia
@unicefchief
@un
@nvitweets
@ministryw
@ministrywcd
@eduminofindia
@uwimona

Top Mentioned in G9:
@blackactivistw1
@tutordoctoruk
@tdbromley
@neetarai4
@tutordrgreen
@tutorsbarnet
@tutorberkshire
@fifidelyonbliss
@bebod
@katiemanzoori

Top Mentioned in G10:
@childrightsirl

Top Tweeters
Top Tweeters in Entire Graph:
@s_mah
@cybersecurityn8
@timesofindia
@yshbard
@globeandmail
@andrewmorrisuk
@avalon1982
@bbcnews
@m42calhoun
@cia0c

Top Tweeters in G1:
@attachmentmumma
@upstractcom
@mo_americanoid
@flyingeze
@sjcnkotb
@ros_hutchinson
@twinklresources
@cw39houston
@shorenewsnj
@adamgnathan

Top Tweeters in G2:
@s_mah
@yshbard
@avalon1982
@cia0c
@bn2islander
@yayoimochi
@yuuki_sara
@aikonekko
@starguardkb24
@io302

Top Tweeters in G3:
@m42calhoun
@hughesdonua
@sandysva
@thereallarocca
@mrbertie
@cinnimini2
@wobblydjeli
@mybeautybug
@labcold
@lkclayton2

Top Tweeters in G4:
@fio_namac
@claner
@leinaddop80
@akamalaccas1
@mathgril
@tintoys05
@bospherous
@katpol80
@dieseljones2
@chadmanpj

Top Tweeters in G5:
@stephen_c_ward
@broadsheet_ie
@oisinmcgann
@sjohart
@thingsyouneed2k
@sarahwebbishere
@dlr_libraries
@mrrussellsclass
@therealhatcher
@aidcourtney

Top Tweeters in G6:
@timesofindia
@globeandmail
@bbcnews
@washingtonpost
@cnn
@wsj
@bbcworld
@raesnape
@legsidelizzy
@bbcwalesnews

Top Tweeters in G7:
@missgenrique
@afdublin
@missfedrizzi
@ovflanguages
@teresarharte2
@francophon_ie
@nathaliecazaux
@deisevu
@gilliancbarry
@hugsies

Top Tweeters in G8:
@un
@unicef
@ministrywcd
@unicefindia
@eduminofindia
@nvitweets
@unicefchief
@uwimona
@meenap71863237
@pradeep45377304

Top Tweeters in G9:
@education_24x7
@fifidelyonbliss
@bebod
@katiemanzoori
@fransupermarket
@tutordoctoruk
@tutorberkshire
@tutorsbarnet
@tutordrgreen
@neetarai4

Top Tweeters in G10:
@castletonian
@dalkeyhead
@cauverymadhavan
@childrightsirl
@echochamberspod
@lorainemulligan
@edelmcdevitt8
@khfdn
@katherine_janeh
@theparentingne1


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