schoolclosure, Twitter, 1/30/2021 4:34:54 AM, 246838


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schoolclosure_2021-01-29_20-15-30.xlsx
schoolclosure_2021-01-29_20-15-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 30, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3j1tewx
@dr_kid_
@dawnsmith07
@outwoodscat
@elastigirlvotes
@intl_ed_news
@lngames9
@bbcnews
@jandthebird
@chippyvanonions
@alnolan

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

Description:
Description
The graph represents a network of 1,159 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, 30 January 2021 at 04:18 UTC.

The requested start date was Saturday, 30 January 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 89-day, 3-hour, 41-minute period from Sunday, 01 November 2020 at 07:00 UTC to Friday, 29 January 2021 at 10:41 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 : 1159
Unique Edges : 538
Edges With Duplicates : 1446
Total Edges : 1984
Number of Edge Types : 5
Tweet : 368
Retweet : 633
MentionsInRetweet : 700
Replies to : 50
Mentions : 233
Self-Loops : 380
Reciprocated Vertex Pair Ratio : 0.0167037861915367
Reciprocated Edge Ratio : 0.0328587075575027
Connected Components : 335
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 156
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.017351
Graph Density : 0.000680266026486415
Modularity : 0.516266
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,159 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, 30 January 2021 at 04:18 UTC.

The requested start date was Saturday, 30 January 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 89-day, 3-hour, 41-minute period from Sunday, 01 November 2020 at 07:00 UTC to Friday, 29 January 2021 at 10:41 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

[7] https://www.eurosurveillance.org/content/children--schools-and-covid-19
[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://apps.apple.com/us/app/fine-motor-skills-practice/id880970066
[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.edgeprop.my/content/1759127/all-educational-institutions-pd-dungun-kerian-be-closed-nov-7-20
[2] https://twitter.com/elizashapiro/status/1329139741116215298
[2] https://www.instagram.com/accounts/login/
[1] https://www.redbluffdailynews.com/2020/11/09/rdn-l-schoolclosure-1110/?utm_campaign=socialflow&utm_content=tw-redbluffnews&utm_source=twitter.com&utm_medium=social
[1] https://www.youtube.com/watch?v=j9F-bDlhIMg&feature=youtu.be

[1] https://twitter.com/i/web/status/1326517610536710144
[1] https://www.ripclear.com/
[1] https://twitter.com/AlexaGreenNews/status/1326919907594866689
[1] https://twitter.com/marklevinenyc/status/1327642567975034882
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FBCSchoolCovidTracker%2F

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

[2] https://www.cnn.com/2021/01/24/africa/africa-schools-covid-intl/index.html
[2] http://ctv.news/SbXNHHi
[2] https://www.cgdev.org/blog/unequal-burdens-impact-shocks-household-education-spending#.X8vnkJpfirU.twitter
[1] https://www.bbc.com/news/uk-scotland-scotland-politics-55171623
[1] https://twitter.com/i/web/status/1336354991389503489
[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.bbc.com/news/world-europe-55752373

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1329404521043406850

Top URLs in Tweet in G7:
[1] https://www.l-ngames.co.uk/

Top URLs in Tweet in G8:
[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.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 G9:
[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 G10:
[1] https://www.freepressjournal.in/mumbai/mumbai-bmc-declares-206-private-primary-schools-illegal

Top Domains
Top Domains in Tweet in Entire Graph:
[173] twitter.com
[26] youtube.com
[20] co.uk
[19] apple.com
[16] google.com
[12] amazon.com
[7] eurosurveillance.org
[5] guardian.ng
[4] gov.uk
[4] sueatkinsparentingcoach.com

Top Domains in Tweet in G1:
[71] twitter.com
[7] co.uk
[4] youtube.com
[2] edgeprop.my
[2] zizonline.com
[2] instagram.com
[1] redbluffdailynews.com
[1] ripclear.com
[1] facebook.com
[1] com.pk

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] cnn.com
[3] dutchnews.nl
[2] bbc.com
[2] ctv.news
[2] cgdev.org
[2] nytimes.com
[1] nber.org
[1] educationworld.in

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] co.uk

Top Domains in Tweet in G8:
[5] twitter.com
[2] rte.ie
[1] youtube.com

Top Domains in Tweet in G9:
[7] twitter.com

Top Domains in Tweet in G10:
[1] freepressjournal.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[596] schoolclosure
[99] covid19
[66] lockdown
[47] morningjoe
[44] drawwithalan
[34] remotelearning
[21] education
[21] schoolclosures
[20] homeschooling
[20] covid



Top Hashtags in Tweet in G1:
[151] schoolclosure
[30] lockdown
[24] covid19
[14] schoolclosures
[11] covid
[10] nyc
[9] education
[8] homelearning
[8] edutwitter
[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:
[40] schoolclosure
[15] covid19
[5] education
[5] remotelearning
[4] ottawa
[4] europe
[4] netherlands
[3] lockdown
[3] canada
[3] ontario

Top Hashtags in Tweet in G6:
[47] morningjoe

Top Hashtags in Tweet in G7:
[1] schoolclosure
[1] remotelearning
[1] eyfs
[1] phonics

Top Hashtags in Tweet in G8:
[44] drawwithalan
[15] lockdown
[3] keepcreativeirl
[3] covid19ireland
[3] schoolclosure
[3] createdontcontaminate

Top Hashtags in Tweet in G9:
[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 G10:
[3] schoolclosure
[2] stateofbudgetprivateschools
[2] saveeducation
[2] saveteacher
[2] beforeitstoolate
[2] learningloss
[2] sos
[2] telangana
[1] rte

Top Words
Top Words in Tweet in Entire Graph:
[597] #schoolclosure
[214] schools
[157] school
[133] covid
[120] children
[109] miss
[108] during
[106] donâ
[99] #covid19
[92] close

Top Words in Tweet in G1:
[151] #schoolclosure
[47] school
[45] children
[39] schools
[30] #lockdown
[27] learning
[24] #covid19
[23] child
[22] day
[20] back

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:
[40] #schoolclosure
[15] schools
[15] #covid19
[13] intl_ed_news
[11] check
[11] twitter
[11] saidâ
[7] bbcnews
[6] school
[6] education

Top Words in Tweet in G6:
[47] dear
[47] #morningjoe
[47] saying
[47] proof
[47] voter
[47] fraud
[47] claiming
[46] elastigirlvotes
[43] schools
[3] schoolsâ

Top Words in Tweet in G7:
[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 G8:
[45] alnolan
[44] #drawwithalan
[44] kids
[40] tuesday
[34] draw
[34] along
[29] keep
[28] creative
[20] featuring
[19] videos

Top Words in Tweet in G9:
[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 G10:
[3] #schoolclosure
[2] parthjshah
[2] nisaedu
[2] #stateofbudgetprivateschools
[2] #saveeducation
[2] #saveteacher
[2] #beforeitstoolate
[2] #learningloss
[2] #sos
[2] #telangana

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:
[12] #schoolclosure,#lockdown
[9] online,learning
[8] #covid19,#schoolclosure
[8] sudden,change
[8] change,hard
[8] hard,children
[8] children,ways
[8] ways,help
[8] help,child
[8] child,deal

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
[5] #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:
[47] dear,#morningjoe
[47] #morningjoe,saying
[47] saying,proof
[47] proof,voter
[47] voter,fraud
[47] fraud,claiming
[46] elastigirlvotes,dear
[43] claiming,schools
[3] claiming,schoolsâ

Top Word Pairs in Tweet in G7:
[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 G8:
[34] draw,along
[30] along,kids
[21] #drawwithalan,draw
[19] #drawwithalan,videos
[18] happy,tuesday
[16] rte_culture,featuring
[15] alnolan,happy
[15] yell,ooo
[15] ooo,tuesday
[15] tuesday,during

Top Word Pairs in Tweet in G9:
[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 G10:
[2] #schoolclosure,#stateofbudgetprivateschools
[2] #stateofbudgetprivateschools,#saveeducation
[2] #saveeducation,#saveteacher
[2] #saveteacher,#beforeitstoolate
[2] #beforeitstoolate,#learningloss
[2] #learningloss,#sos
[2] #sos,#telangana

Top Replied-To
Top Replied-To in Entire Graph:
@bbcnews
@toriaclaire
@dockaurg
@emma_okelly
@scotontherock5
@changeorg_india
@lindseytrevitt
@samsteele771
@schoolcloudsys
@bebod

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

Top Replied-To in G9:
@gavinwilliamson
@catherinewest1
@georgialadbury
@tes
@sadiqkhan

Top Mentioned
Top Mentioned in Entire Graph:
@dr_kid_
@dawnsmith07
@outwoodscat
@elastigirlvotes
@alnolan
@lngames9
@smcps_food
@rte_culture
@wfp_nepal
@afdublin

Top Mentioned in G1:
@modernmamavan
@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
@cnn
@dutchnewsnl
@russincheshire
@alenestour
@sfcarvalho_edu
@nytimes

Top Mentioned in G6:
@elastigirlvotes

Top Mentioned in G7:
@lngames9

Top Mentioned in G8:
@alnolan
@rte_culture
@broadsheet_ie

Top Mentioned in G9:
@gavinwilliamson
@be_more_awesome
@nahtnews
@uklabour
@catherinewest1
@sadiqkhan
@adamjogee
@cllrkirsten
@cllrejiofor
@cllrseema

Top Mentioned in G10:
@parthjshah
@nisaedu
@kbsfed
@daymaraju
@luismirandadots
@bharatm73466557
@kumaranand
@telanganacmo
@tsedudept
@pmoindia

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@s_mah
@tadrow
@hijcp
@vodafoneuk
@yshbard
@andrewmorrisuk
@mconway70
@avalon1982
@bbcnews

Top Tweeters in G1:
@attachmentmumma
@tmelissen1219
@upstractcom
@mo_americanoid
@newstracklive
@ros_hutchinson
@voiceofvalor
@twinklresources
@newswithrachel
@cw39houston

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
@rhymingmisfit
@katedodd3
@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
@ctvnews

Top Tweeters in G6:
@tadrow
@hijcp
@aliadair22
@cltrotlyn
@randyresist
@suelouises
@stephenlday2
@tsiser45
@carmosteph
@cmm09672

Top Tweeters in G7:
@fio_namac
@claner
@leinaddop80
@akamalaccas1
@mathgril
@tintoys05
@bospherous
@katpol80
@dieseljones2
@chadmanpj

Top Tweeters in G8:
@stephen_c_ward
@broadsheet_ie
@oisinmcgann
@sjohart
@sarahwebbishere
@thingsyouneed2k
@mrrussellsclass
@therealhatcher
@aidcourtney
@obrienpress

Top Tweeters in G9:
@tes
@sadiqkhan
@saperkins
@catherinewest1
@uklabour
@nahtnews
@mrplanttoyou
@perscotta
@tammypalmerld
@martynbowler

Top Tweeters in G10:
@ndtvindia
@narendramodi
@finminindia
@pmoindia
@sanjeevsanyal
@amitctweets
@amitabhk87
@nsitharaman
@nisaedu
@james_tooley


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