schoolclosure, Twitter, 2/13/2021 4:29:32 AM, 247634


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schoolclosure_2021-02-12_20-15-30.xlsx
schoolclosure_2021-02-12_20-15-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/2OBk2nx
@dr_kid_
@dawnsmith07
@outwoodscat
@intl_ed_news
@lngames9
@bbcnews
@alnolan
@jandthebird
@chippyvanonions
@educationgovuk

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

Description:
Description
The graph represents a network of 957 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 Saturday, 13 February 2021 at 04:17 UTC.

The requested start date was Saturday, 13 February 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 73-day, 1-hour, 38-minute period from Tuesday, 01 December 2020 at 13:02 UTC to Friday, 12 February 2021 at 14:41 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 : 957
Unique Edges : 424
Edges With Duplicates : 1315
Total Edges : 1739
Number of Edge Types : 5
Tweet : 332
Retweet : 561
MentionsInRetweet : 631
Mentions : 178
Replies to : 37
Self-Loops : 342
Reciprocated Vertex Pair Ratio : 0.0186666666666667
Reciprocated Edge Ratio : 0.0366492146596859
Connected Components : 277
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 161
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.020258
Graph Density : 0.000835071243381732
Modularity : 0.490489
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 957 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 Saturday, 13 February 2021 at 04:17 UTC.

The requested start date was Saturday, 13 February 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 73-day, 1-hour, 38-minute period from Tuesday, 01 December 2020 at 13:02 UTC to Friday, 12 February 2021 at 14:41 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

[8] https://www.eurosurveillance.org/content/children--schools-and-covid-19
[7] https://apps.apple.com/us/app/fine-motor-skills-practice/id880970066
[5] https://guardian.ng/news/lagos-order-closure-of-schools-friday/?utm_term=Autofeed&echobox=twitter_post&utm_medium=Social&utm_source=Twitter#Echobox=1608201981
[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


Top URLs in Tweet in G1:
[2] https://www.instagram.com/accounts/login/
[2] https://www.kaligo-apps.com/kaligo-practice/
[1] https://www.loopnewscaribbean.com/content/bermudian-school-closed-week-due-potential-covid-exposure
[1] https://thornsca.org.uk/wp-content/uploads/2020/12/Adverse-weather-letter-2020.pdf
[1] https://www.newstracklive.com/news/schools-in-this-state-to-remain-closed-till-march-31-no-change-in-board-exams-sc75-nu318-ta901-1416132-1.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.smobserved.com/story/2020/12/06/news/no-more-haircuts-entrance-screening-at-shops-icu-drops-below-15%01n-southern-california-triggering-states-stay-home-order/5105.html
[1] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[1] https://twitter.com/i/web/status/1338520434283831296
[1] https://twitter.com/LBC/status/1338590823550685184
[1] https://twitter.com/i/web/status/1338752648250601472

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

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1338887526073982978

Top URLs in Tweet in G5:
[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
[2] https://www.cgdev.org/blog/unequal-burdens-impact-shocks-household-education-spending#.X8vnkJpfirU.twitter
[1] https://nber.org/papers/w28205
[1] https://twitter.com/i/web/status/1341005535026565120
[1] https://twitter.com/i/web/status/1344629444737171458
[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://www.bbc.com/news/uk-scotland-scotland-politics-55171623

Top URLs in Tweet in G6:
[1] https://www.l-ngames.co.uk/

Top URLs in Tweet in G7:
[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.youtube.com/watch?v=ylH-KXj_gNw

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dczz-K2Cnm8o&q=EgS4SO-bGPin-4AGIhkA8aeDS6fYas1kmGWGXJTndqNvBa0Jjn5cMgFy
[1] https://twitter.com/i/web/status/1359079171553701888
[1] https://www.rte.ie/culture/2021/0112/1189318-draw-with-alan-how-to-draw-a-toucan/
[1] https://twitter.com/i/web/status/1352592621697380352
[1] https://www.rte.ie/culture/2021/0127/1192320-draw-with-alan-how-to-draw-a-snail/

Top URLs in Tweet in G8:
[1] https://twitter.com/UNISONinSchools/status/1347235202154823681
[1] https://twitter.com/i/web/status/1344662962431209473
[1] https://twitter.com/i/web/status/1342078982079045635
[1] https://twitter.com/SkyNewsBreak/status/1338455430654255104
[1] https://twitter.com/i/web/status/1339566605341224960
[1] https://twitter.com/i/web/status/1338837218337714178
[1] https://twitter.com/skynews/status/1338483040604053504

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/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
[1] https://twitter.com/i/web/status/1347951431593193479

Top URLs in Tweet in G10:
[1] https://afdublin.extranet-aec.com/events/view/11-Workshop#/

Top Domains
Top Domains in Tweet in Entire Graph:
[144] twitter.com
[26] apple.com
[23] co.uk
[22] youtube.com
[15] google.com
[12] amazon.com
[8] eurosurveillance.org
[5] guardian.ng
[4] rte.ie
[4] gov.uk

Top Domains in Tweet in G1:
[55] twitter.com
[8] co.uk
[3] youtube.com
[3] attachmentmummy.com
[2] theguardian.com
[2] instagram.com
[2] kaligo-apps.com
[1] loopnewscaribbean.com
[1] org.uk
[1] newstracklive.com

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

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

Top Domains in Tweet in G5:
[11] youtube.com
[4] twitter.com
[3] anchor.fm
[3] cnn.com
[2] co.uk
[2] bbc.com
[2] cgdev.org
[2] nytimes.com
[2] dutchnews.nl
[1] nber.org

Top Domains in Tweet in G6:
[1] co.uk

Top Domains in Tweet in G7:
[6] twitter.com
[4] rte.ie
[1] youtube.com
[1] google.com
[1] seesaw.me

Top Domains in Tweet in G8:
[7] twitter.com

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

Top Domains in Tweet in G10:
[1] extranet-aec.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[531] schoolclosure
[80] covid19
[71] lockdown
[66] drawwithalan
[38] remotelearning
[28] schoolclosures
[20] education
[19] schools
[18] covid
[18] homelearning



Top Hashtags in Tweet in G1:
[124] schoolclosure
[28] lockdown
[14] covid19
[14] schoolclosures
[10] education
[9] edutwitter
[9] covid
[8] learning
[7] homelearning
[7] homeschooling

Top Hashtags in Tweet in G3:
[67] schoolclosure

Top Hashtags in Tweet in G4:
[65] schoolclosure
[1] catsoftwitter
[1] school
[1] cats

Top Hashtags in Tweet in G5:
[37] schoolclosure
[14] covid19
[6] remotelearning
[4] ottawa
[4] europe
[3] podcast
[3] lockdown
[3] schoolreopening
[3] netherlands
[2] india

Top Hashtags in Tweet in G6:
[1] schoolclosure
[1] remotelearning
[1] eyfs
[1] phonics

Top Hashtags in Tweet in G7:
[66] drawwithalan
[15] lockdown
[7] keepcreativeirl
[7] covid19ireland
[7] schoolclosure
[6] createdontcontaminate
[3] seesawlearning
[3] edchatie
[3] edshareie
[3] lechã©ile

Top Hashtags in Tweet in G8:
[9] schoolclosure
[1] lockdown
[1] send
[1] sld
[1] pmld
[1] specialschool
[1] schoolclosures
[1] lockdown3
[1] suppresscovid
[1] onlinelearning

Top Hashtags in Tweet in G9:
[15] schoolclosure
[7] lockdown
[5] remotelearning
[5] ai
[5] tutor
[5] digitalassistant
[2] fallingbehind
[2] edutwitter
[2] teachertwitter
[2] education

Top Hashtags in Tweet in G10:
[13] schoolclosure
[13] online
[13] free

Top Words
Top Words in Tweet in Entire Graph:
[532] #schoolclosure
[140] school
[136] schools
[126] children
[118] covid
[109] miss
[107] during
[106] donâ
[85] still
[84] close

Top Words in Tweet in G1:
[124] #schoolclosure
[47] children
[38] school
[28] #lockdown
[24] schools
[24] child
[24] learning
[22] day
[21] back
[18] home

Top Words 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
[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] dr_kid_
[78] ア

Top Words in Tweet in G3:
[67] #schoolclosure
[67] eton
[67] close
[67] outbreak
[67] covid
[67] government
[67] threatening
[67] legal
[67] action
[67] against

Top Words in Tweet in G4:
[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 G5:
[37] #schoolclosure
[15] schools
[14] #covid19
[14] intl_ed_news
[11] check
[11] twitter
[11] saidâ
[7] education
[6] #remotelearning
[6] school

Top Words in Tweet in G6:
[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 G7:
[66] #drawwithalan
[63] alnolan
[52] tuesday
[45] draw
[44] kids
[34] along
[30] happy
[29] keep
[28] creative
[26] featuring

Top Words in Tweet in G8:
[9] gavinwilliamson
[9] #schoolclosure
[5] school
[5] open
[4] specialist
[4] settings
[4] special
[4] schools
[4] updated
[4] definitions

Top Words in Tweet in G9:
[27] children
[20] back
[19] child
[15] #schoolclosure
[14] day
[13] learning
[12] move
[12] online
[12] wanted
[12] provide

Top Words in Tweet in G10:
[13] help
[13] second
[13] #schoolclosure
[13] decided
[13] offer
[13] #online
[13] self
[13] learning
[13] modules
[13] #free

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
[70] during,#schoolclosure
[67] #schoolclosure,eton
[67] eton,close
[67] close,outbreak
[67] outbreak,covid

Top Word Pairs in Tweet in G1:
[13] #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

Top Word Pairs in Tweet in G3:
[67] #schoolclosure,eton
[67] eton,close
[67] close,outbreak
[67] outbreak,covid
[67] covid,government
[67] government,threatening
[67] threatening,legal
[67] legal,action
[67] action,against
[66] dawnsmith07,#schoolclosure

Top Word Pairs in Tweet in G4:
[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 G5:
[11] check,twitter
[11] twitter,saidâ
[11] saidâ,#schoolclosure
[4] #covid19,#schoolclosure
[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 G6:
[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 G7:
[34] draw,along
[30] happy,tuesday
[30] along,kids
[25] alnolan,happy
[22] rte_culture,featuring
[21] #drawwithalan,draw
[19] #drawwithalan,videos
[19] week's,#drawwithalan
[15] yell,ooo
[15] ooo,tuesday

Top Word Pairs in Tweet in G8:
[4] specialist,settings
[4] settings,special
[4] special,schools
[4] schools,updated
[4] updated,definitions
[4] definitions,vulnerableâ
[4] vulnerableâ,remaining
[4] remaining,fully
[4] fully,open
[4] open,115

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] those,back

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@scotnational
@toriaclaire
@dockaurg
@bbcnews
@5050sync
@bebod
@emma_okelly
@scotontherock5
@changeorg_india
@lindseytrevitt

Top Replied-To in G1:
@5050sync

Top Replied-To in G5:
@bbcnews
@bbcworld
@washingtonpost
@bbcwalesnews
@scottcullen5
@catfeely
@russincheshire
@whittgaz
@edwardreece
@iamlistening666

Top Replied-To in G8:
@gavinwilliamson
@catherinewest1
@georgialadbury
@tes
@sadiqkhan

Top Replied-To in G9:
@bebod

Top Mentioned
Top Mentioned in Entire Graph:
@dr_kid_
@dawnsmith07
@outwoodscat
@alnolan
@lngames9
@rte_culture
@afdublin
@intl_ed_news
@smcps_food
@gavinwilliamson

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

Top Mentioned in G2:
@dr_kid_

Top Mentioned in G3:
@dawnsmith07

Top Mentioned in G4:
@outwoodscat

Top Mentioned in G5:
@intl_ed_news
@bbcnews
@suttontrust
@educationgovuk
@pna1977
@cnn
@russincheshire
@alenestour
@sfcarvalho_edu
@nytimes

Top Mentioned in G6:
@lngames9

Top Mentioned in G7:
@alnolan
@rte_culture
@broadsheet_ie
@j_a_debrun

Top Mentioned in G8:
@gavinwilliamson
@be_more_awesome
@nahtnews
@uklabour
@catherinewest1
@sadiqkhan
@adamjogee
@cllrkirsten
@cllrejiofor
@cllrseema

Top Mentioned in G9:
@ck12foundation
@tutordoctoruk
@blackactivistw1
@tdbromley
@neetarai4
@tutordrgreen
@tutorsbarnet
@tutorberkshire
@fifidelyonbliss
@bebod

Top Mentioned in G10:
@afdublin

Top Tweeters
Top Tweeters in Entire Graph:
@s_mah
@yshbard
@andrewmorrisuk
@mconway70
@avalon1982
@bbcnews
@m42calhoun
@nytimes
@cleggy261
@washingtonpost

Top Tweeters in G1:
@attachmentmumma
@upstractcom
@mo_americanoid
@sjcnkotb
@newstracklive
@ros_hutchinson
@twinklresources
@cw39houston
@adamgnathan
@gs76154352

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

Top Tweeters in G3:
@mconway70
@cleggy261
@artytrace
@robertgedge
@60sleigh
@juliebjewellery
@dd1958
@katedodd3
@rhymingmisfit
@katevasey

Top Tweeters in G4:
@m42calhoun
@hughesdonua
@sandysva
@thereallarocca
@mrbertie
@cinnimini2
@wobblydjeli
@mybeautybug
@labcold
@lkclayton2

Top Tweeters in G5:
@bbcnews
@nytimes
@washingtonpost
@cnn
@wsj
@nydailynews
@bbcworld
@raesnape
@legsidelizzy
@theatlantic

Top Tweeters in G6:
@fio_namac
@claner
@leinaddop80
@akamalaccas1
@mathgril
@tintoys05
@bospherous
@katpol80
@dieseljones2
@chadmanpj

Top Tweeters in G7:
@stephen_c_ward
@broadsheet_ie
@oisinmcgann
@sjohart
@sarahwebbishere
@thingsyouneed2k
@mrrussellsclass
@therealhatcher
@aidcourtney
@obrienpress

Top Tweeters in G8:
@tes
@sadiqkhan
@catherinewest1
@saperkins
@uklabour
@nahtnews
@mrplanttoyou
@perscotta
@tammypalmerld
@martynbowler

Top Tweeters in G9:
@trendsinai
@education_24x7
@vanrijmenam
@fifidelyonbliss
@richard60943814
@bebod
@ck12foundation
@fransupermarket
@tutordoctoruk
@tutorberkshire

Top Tweeters in G10:
@missgenrique
@afdublin
@ovflanguages
@missfedrizzi
@teresarharte2
@francophon_ie
@nathaliecazaux
@deisevu
@gilliancbarry
@hugsies


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