schoolclosure, Twitter, 1/9/2021 4:30:32 AM, 245260


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schoolclosure_2021-01-08_20-15-30.xlsx
schoolclosure_2021-01-08_20-15-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/2Lj7vDM
@dawnsmith07
@outwoodscat
@elastigirlvotes
@lngames9
@intl_ed_news
@bbcnews
@jandthebird
@chippyvanonions
@educationgovuk
@niallsmith1970

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

Description:
Description
The graph represents a network of 814 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, 09 January 2021 at 04:17 UTC.

The requested start date was Saturday, 09 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 67-day, 9-hour, 30-minute period from Sunday, 01 November 2020 at 07:00 UTC to Thursday, 07 January 2021 at 16:30 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 : 814
Unique Edges : 397
Edges With Duplicates : 891
Total Edges : 1288
Number of Edge Types : 5
Retweet : 405
MentionsInRetweet : 443
Tweet : 211
Mentions : 188
Replies to : 41
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.0144694533762058
Reciprocated Edge Ratio : 0.0285261489698891
Connected Components : 235
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 66
Maximum Edges in a Connected Component : 133
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.050643
Graph Density : 0.000953486193338592
Modularity : 0.543033
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 814 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, 09 January 2021 at 04:17 UTC.

The requested start date was Saturday, 09 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 67-day, 9-hour, 30-minute period from Sunday, 01 November 2020 at 07:00 UTC to Thursday, 07 January 2021 at 16:30 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:
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[6] https://play.google.com/store/apps/details?id=com.kangaroocrew.alphabet
[6] https://apps.apple.com/us/app/loo-loos-alphabet-matching/id893278924
[6] https://www.amazon.com/s?k=kangaroo+crew&i=mobile-apps&ref=nb_sb_noss
[5] 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://sueatkinsparentingcoach.com/2021/01/why-cant-i-go-to-school/#.X_OelhdFhAc.twitter
[4] https://pages.edlounge.com/book-a-demo/?utm_source=book-a-demo-twitter&utm_medium=twitter&utm_campaign=book-a-demo-twitter&utm_term=twitter&utm_content=book-a-demo-twitter
[3] https://www.physicsscotland.co.uk/
[3] https://twitter.com/elizashapiro/status/1329139741116215298

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
[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/BCSchoolCovidTracker/
[1] https://twitter.com/SkyNews/status/1328019535459471361

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1338887526073982978

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1329404521043406850

Top URLs in Tweet in G5:
[1] https://www.l-ngames.co.uk/

Top URLs in Tweet in G6:
[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 G7:
[2] http://ctv.news/SbXNHHi
[2] https://www.cgdev.org/blog/unequal-burdens-impact-shocks-household-education-spending#.X8vnkJpfirU.twitter
[1] https://internationalednews.com/2020/07/15/my-view-from-ottawa-ontario-canada-trista-hollweck-on-school-closures-and-the-pandemic/
[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.educationworld.in/teachers-await-scrapping-of-50-percent-attendance-rule/
[1] https://polandin.com/51060997/education-minister-hopes-schools-will-reopen-after-winter-break

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

Top URLs in Tweet in G9:
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[1] https://www.bbc.co.uk/news/education-55348886
[1] https://twitter.com/drddawoud/status/1322888299900477442

Top Domains
Top Domains in Tweet in Entire Graph:
[90] twitter.com
[19] youtube.com
[14] co.uk
[8] google.com
[6] apple.com
[6] amazon.com
[5] eurosurveillance.org
[5] guardian.ng
[4] sueatkinsparentingcoach.com
[4] edlounge.com

Top Domains in Tweet in G1:
[37] twitter.com
[6] co.uk
[2] edgeprop.my
[2] zizonline.com
[1] redbluffdailynews.com
[1] youtube.com
[1] ripclear.com
[1] facebook.com
[1] com.pk
[1] marketpulse.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[1] co.uk

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

Top Domains in Tweet in G7:
[3] twitter.com
[2] ctv.news
[2] cgdev.org
[2] nytimes.com
[2] dutchnews.nl
[1] internationalednews.com
[1] bbc.com
[1] nber.org
[1] educationworld.in
[1] polandin.com

Top Domains in Tweet in G8:
[1] freepressjournal.in

Top Domains in Tweet in G9:
[11] youtube.com
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[447] schoolclosure
[71] covid19
[47] morningjoe
[19] nyc
[18] lockdown
[18] remotelearning
[17] karnali
[17] sudurpaschim
[17] takehome
[16] covid



Top Hashtags in Tweet in G1:
[106] schoolclosure
[19] covid19
[15] lockdown
[10] nyc
[9] covid
[6] homeschooling
[6] edutwitter
[5] homelearning
[5] schoolclosures
[4] schools

Top Hashtags in Tweet in G2:
[67] schoolclosure

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

Top Hashtags in Tweet in G4:
[47] morningjoe

Top Hashtags in Tweet in G5:
[1] schoolclosure
[1] remotelearning
[1] eyfs
[1] phonics

Top Hashtags in Tweet in G6:
[8] schoolclosure
[1] send
[1] sld
[1] pmld
[1] specialschool
[1] schoolclosures
[1] lockdown3
[1] suppresscovid
[1] onlinelearning
[1] haringey

Top Hashtags in Tweet in G7:
[16] schoolclosure
[9] covid19
[5] remotelearning
[4] ottawa
[4] education
[3] ontario
[3] canada
[3] schoolreopening
[2] india
[2] us

Top Hashtags in Tweet in G8:
[3] schoolclosure
[2] stateofbudgetprivateschools
[2] saveeducation
[2] saveteacher
[2] beforeitstoolate
[2] learningloss
[2] sos
[2] telangana
[1] rte

Top Hashtags in Tweet in G9:
[19] schoolclosure
[1] education
[1] secondlockdown
[1] politicslive
[1] heor
[1] healtheconomics
[1] tradeoffs

Top Hashtags in Tweet in G10:
[17] karnali
[17] sudurpaschim
[17] takehome
[1] us
[1] schoolclosure
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[447] #schoolclosure
[173] schools
[106] donâ
[106] school
[104] miss
[102] covid
[91] close
[86] government
[78] during
[75] still

Top Words in Tweet in G1:
[106] #schoolclosure
[34] school
[33] schools
[19] #covid19
[15] #lockdown
[14] children
[13] closed
[12] close
[11] covid
[10] home

Top Words in Tweet in G2:
[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 G3:
[65] little
[64] people
[63] friends
[63] worried
[63] miss
[63] during
[63] #schoolclosure
[63] donâ
[63] worry
[63] still

Top Words in Tweet in G4:
[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 G5:
[41] schools
[41] closed
[41] donâ
[41] miss
[41] chance
[41] win
[41] phonics
[41] game
[41] each
[41] week

Top Words in Tweet in G6:
[8] gavinwilliamson
[8] #schoolclosure
[5] open
[4] specialist
[4] settings
[4] special
[4] schools
[4] updated
[4] definitions
[4] vulnerableâ

Top Words in Tweet in G7:
[16] #schoolclosure
[9] intl_ed_news
[9] #covid19
[6] schools
[5] education
[5] #remotelearning
[4] revisiting
[4] one
[4] popular
[4] year

Top Words in Tweet in G8:
[3] #schoolclosure
[2] parthjshah
[2] nisaedu
[2] #stateofbudgetprivateschools
[2] #saveeducation
[2] #saveteacher
[2] #beforeitstoolate
[2] #learningloss
[2] #sos
[2] #telangana

Top Words in Tweet in G9:
[19] #schoolclosure
[11] check
[11] twitter
[11] saidâ
[6] bbcnews
[5] educationgovuk
[4] russincheshire
[4] fact
[4] disadvantaged
[4] vulnerable

Top Words in Tweet in G10:
[17] mountainous
[17] districts
[17] #karnali
[17] #sudurpaschim
[17] we've
[17] completed
[17] 2nd
[17] round
[17] #takehome
[17] ration

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[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] during,#schoolclosure

Top Word Pairs in Tweet in G1:
[7] #covid19,#schoolclosure
[5] covid,19
[5] #nyc,#schoolclosure
[5] #schoolclosure,#covid19
[4] #schoolclosure,#homelearning
[4] schools,closed
[3] school,closure
[3] #lockdown,#schoolclosure
[3] schools,close
[3] #covid,#schoolclosure

Top Word Pairs in Tweet in G2:
[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 G3:
[64] little,people
[63] friends,worried
[63] worried,miss
[63] miss,little
[63] people,during
[63] during,#schoolclosure
[63] #schoolclosure,donâ
[63] donâ,worry
[63] worry,still
[62] outwoodscat,friends

Top Word Pairs in Tweet in G4:
[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 G5:
[41] schools,closed
[41] closed,donâ
[41] donâ,miss
[41] miss,chance
[41] chance,win
[41] win,phonics
[41] phonics,game
[41] game,each
[41] each,week
[41] week,jan

Top Word Pairs in Tweet in G6:
[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 G7:
[4] revisiting,one
[4] one,intl_ed_news
[4] intl_ed_news,popular
[4] popular,year
[4] year,trista
[4] trista,hollweck's
[4] hollweck's,view
[4] view,#schoolclosure
[4] #schoolclosure,#ottawa
[4] #covid19,#schoolclosure

Top Word Pairs in Tweet in G8:
[2] #schoolclosure,#stateofbudgetprivateschools
[2] #stateofbudgetprivateschools,#saveeducation
[2] #saveeducation,#saveteacher
[2] #saveteacher,#beforeitstoolate
[2] #beforeitstoolate,#learningloss
[2] #learningloss,#sos
[2] #sos,#telangana

Top Word Pairs in Tweet in G9:
[11] check,twitter
[11] twitter,saidâ
[11] saidâ,#schoolclosure
[4] bbcnews,check
[3] russincheshire,check
[3] fact,#schoolclosure
[3] #schoolclosure,damages
[3] damages,disadvantaged
[3] disadvantaged,vulnerable
[3] vulnerable,students

Top Word Pairs in Tweet in G10:
[17] mountainous,districts
[17] districts,#karnali
[17] #karnali,#sudurpaschim
[17] #sudurpaschim,we've
[17] we've,completed
[17] completed,2nd
[17] 2nd,round
[17] round,#takehome
[17] #takehome,ration
[17] ration,distribution

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dawnsmith07
@outwoodscat
@elastigirlvotes
@lngames9
@smcps_food
@wfp_nepal
@neunion
@gavinwilliamson
@1in5advocacy
@edclass_

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

Top Mentioned in G2:
@dawnsmith07

Top Mentioned in G3:
@outwoodscat

Top Mentioned in G4:
@elastigirlvotes

Top Mentioned in G5:
@lngames9

Top Mentioned in G6:
@gavinwilliamson
@be_more_awesome
@nahtnews
@uklabour
@catherinewest1
@sadiqkhan
@adamjogee
@cllrkirsten
@cllrejiofor
@cllrseema

Top Mentioned in G7:
@intl_ed_news
@alenestour
@sfcarvalho_edu
@nytimes
@dutchnewsnl
@tristateach
@edchangesig
@icseiglobal
@drkarenedge
@hargreavesbc

Top Mentioned in G8:
@parthjshah
@nisaedu
@kbsfed
@daymaraju
@luismirandadots
@bharatm73466557
@kumaranand
@telanganacmo
@tsedudept
@pmoindia

Top Mentioned in G9:
@suttontrust
@educationgovuk
@russincheshire
@bbcnews
@bbcwalesnews
@aforchildren
@scottcullen5
@legsidelizzy
@niallsmith1970

Top Mentioned in G10:
@wfp_nepal

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@tadrow
@hijcp
@vodafoneuk
@andrewmorrisuk
@mconway70
@bbcnews
@nytimes
@m42calhoun
@washingtonpost

Top Tweeters in G1:
@tmelissen1219
@newstracklive
@voiceofvalor
@twinklresources
@newswithrachel
@tomtolkien
@winstonetco
@polscieconsalsa
@myedgeprop
@beachnut826

Top Tweeters in G2:
@mconway70
@cleggy261
@artytrace
@robertgedge
@60sleigh
@dd1958
@juliebjewellery
@rhymingmisfit
@katedodd3
@corbynforever

Top Tweeters in G3:
@m42calhoun
@hughesdonua
@sandysva
@mrbertie
@cinnimini2
@wobblydjeli
@mybeautybug
@labcold
@lkclayton2
@3v3type

Top Tweeters in G4:
@tadrow
@hijcp
@aliadair22
@cltrotlyn
@randyresist
@suelouises
@stephenlday2
@tsiser45
@carmosteph
@cmm09672

Top Tweeters in G5:
@fio_namac
@claner
@leinaddop80
@akamalaccas1
@mathgril
@tintoys05
@bospherous
@dieseljones2
@chadmanpj
@josea66

Top Tweeters in G6:
@tes
@sadiqkhan
@saperkins
@catherinewest1
@uklabour
@nahtnews
@mrplanttoyou
@perscotta
@tammypalmerld
@martynbowler

Top Tweeters in G7:
@nytimes
@nydailynews
@ctvnews
@theatlantic
@dutchnewsnl
@cgdev
@drkarenedge
@polandin_com
@hargreavesbc
@intl_ed_news

Top Tweeters in G8:
@ndtvindia
@narendramodi
@pmoindia
@finminindia
@sanjeevsanyal
@amitctweets
@amitabhk87
@nsitharaman
@nisaedu
@james_tooley

Top Tweeters in G9:
@bbcnews
@washingtonpost
@bbcworld
@legsidelizzy
@teachertoolkit
@bbcwalesnews
@russincheshire
@educationgovuk
@graham_irisc
@drddawoud

Top Tweeters in G10:
@wfpasiapacific
@un_nepal
@unfpanepal
@pierrejlucas
@chuda_khatri
@monicaupadhyay
@wfp_nepal
@burbanocarmen
@nfiguy
@sharanpokharel


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