schoolclosure, Twitter, 1/7/2021 7:11:29 PM, 245105


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schoolclosure_2021-01-07_00-34-17.xlsx
schoolclosure_2021-01-07_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3bhwfHb
@dawnsmith07
@intl_ed_news
@elastigirlvotes
@outwoodscat
@gavinwilliamson
@philildo
@lngames9
@bbcnews
@borisjohnson
@chippyvanonions

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

Description:
Description
The graph represents a network of 918 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 Thursday, 07 January 2021 at 08:36 UTC.

The requested start date was Thursday, 07 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 97-day, 10-hour, 47-minute period from Thursday, 01 October 2020 at 06:21 UTC to Wednesday, 06 January 2021 at 17:09 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 : 918
Unique Edges : 483
Edges With Duplicates : 947
Total Edges : 1430
Number of Edge Types : 5
Retweet : 428
MentionsInRetweet : 469
Tweet : 272
Mentions : 222
Replies to : 39
Self-Loops : 281
Reciprocated Vertex Pair Ratio : 0.0147058823529412
Reciprocated Edge Ratio : 0.0289855072463768
Connected Components : 285
Single-Vertex Connected Components : 162
Maximum Vertices in a Connected Component : 66
Maximum Edges in a Connected Component : 133
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.272611
Graph Density : 0.00081966628890742
Modularity : 0.546149
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 918 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 Thursday, 07 January 2021 at 08:36 UTC.

The requested start date was Thursday, 07 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 97-day, 10-hour, 47-minute period from Thursday, 01 October 2020 at 06:21 UTC to Wednesday, 06 January 2021 at 17:09 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:
[8] 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
[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://play.google.com/store/apps/details?id=com.kangaroocrew.alphabet
[4] https://apps.apple.com/us/app/loo-loos-alphabet-matching/id893278924
[4] https://www.amazon.com/s?k=kangaroo+crew&i=mobile-apps&ref=nb_sb_noss
[4] https://www.youtube.com/watch?v=-V3ffgMCMcc&feature=youtu.be

[4] https://open.spotify.com/episode/3N0VYn9DhGx1WVzChgPdOu
[4] http://smartdissent.com/article/betsy-devos-given-power-waive-special-education-while-schools-are
[3] https://sueatkinsparentingcoach.com/2021/01/why-cant-i-go-to-school/#.X_OelhdFhAc.twitter

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://twitter.com/i/web/status/1311735654519386114
[1] https://mailchi.mp/jhu.edu/schoolclosure
[1] https://www.miltonscene.com/2020/10/miltons-pierce-middle-school-to-shift-to-full-remote-learning-for-a-minimum-of-two-weeks/
[1] http://www.pedagogytoshare.com/
[1] https://www.thehindu.com/news/national/school-closure-may-cost-india-dear/article32828676.ece
[1] https://twitter.com/i/web/status/1315833478844305408
[1] https://educationbytes.in/school-closure-may-cost-india-over-400-billion-world-bank-report/
[1] https://dhanamonline.com/economy/school-closures-cost-the-country-dollar-400-billion/

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

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1329404521043406850

Top URLs in Tweet in G5:
[2] https://www.theguardian.com/global-development/2020/oct/05/zimbabwe-teachers-refuse-to-return-to-work-over-low-pay-and-lack-of-sanitation-covid-19?CMP=share_btn_tw
[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://twitter.com/i/web/status/1316046453672992769
[1] https://twitter.com/i/web/status/1322146244379246593
[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/education-54524291

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

Top URLs in Tweet in G9:
[1] https://twitter.com/karamballes/status/1316825147412803586
[1] https://twitter.com/AyoCaesar/status/1317141979512320002
[1] https://twitter.com/Zubhaque/status/1317777819074777090

Top Domains
Top Domains in Tweet in Entire Graph:
[117] twitter.com
[18] co.uk
[10] youtube.com
[8] google.com
[8] edlounge.com
[5] eurosurveillance.org
[5] guardian.ng
[4] apple.com
[4] amazon.com
[4] theguardian.com

Top Domains in Tweet in G1:
[49] twitter.com
[7] co.uk
[2] edgeprop.my
[2] youtube.com
[2] zizonline.com
[1] mailchi.mp
[1] miltonscene.com
[1] pedagogytoshare.com
[1] thehindu.com
[1] educationbytes.in

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

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

Top Domains in Tweet in G5:
[5] twitter.com
[3] theguardian.com
[2] bbc.com
[2] ctv.news
[2] cgdev.org
[2] nytimes.com
[2] dutchnews.nl
[1] internationalednews.com
[1] nber.org
[1] edsurge.com

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

Top Domains in Tweet in G7:
[6] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[489] schoolclosure
[90] covid19
[47] morningjoe
[25] lockdown
[22] remotelearning
[19] school
[19] nyc
[17] covid
[17] karnali
[17] sudurpaschim



Top Hashtags in Tweet in G1:
[131] schoolclosure
[23] covid19
[18] lockdown
[10] covid
[10] nyc
[6] edutwitter
[5] coronavirus
[5] homeschooling
[5] homelearning
[5] schoolclosures

Top Hashtags in Tweet in G2:
[67] schoolclosure

Top Hashtags in Tweet in G3:
[47] morningjoe

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

Top Hashtags in Tweet in G5:
[25] schoolclosure
[16] covid19
[8] remotelearning
[5] schoolreopening
[5] us
[4] ottawa
[4] education
[3] ontario
[3] canada
[3] india

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

Top Hashtags in Tweet in G7:
[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 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:
[14] schoolclosure
[6] closeallschools
[6] covid
[6] student
[6] uk
[6] school
[6] alevels2021
[6] gcse2021
[2] remotelearning
[1] gcses2021

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:
[489] #schoolclosure
[212] schools
[130] school
[111] covid
[110] government
[93] close
[90] #covid19
[76] don
[74] miss
[73] closed

Top Words in Tweet in G1:
[131] #schoolclosure
[45] schools
[42] school
[24] children
[23] #covid19
[18] #lockdown
[18] closed
[14] covid
[13] home
[13] close

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:
[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 G4:
[43] little
[42] people
[41] friends
[41] worried
[41] miss
[41] during
[41] #schoolclosure
[41] don
[41] worry
[41] still

Top Words in Tweet in G5:
[25] #schoolclosure
[16] #covid19
[12] intl_ed_news
[9] schools
[9] school
[8] #remotelearning
[7] learning
[6] students
[6] education
[5] #schoolreopening

Top Words in Tweet in G6:
[33] schools
[33] closed
[33] don
[33] miss
[33] chance
[33] win
[33] phonics
[33] game
[33] each
[33] week

Top Words in Tweet in G7:
[8] gavinwilliamson
[8] #schoolclosure
[5] vulnerable
[5] open
[4] specialist
[4] settings
[4] special
[4] schools
[4] updated
[4] definitions

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:
[14] #schoolclosure
[8] staff
[6] share
[6] everywhere
[6] #closeallschools
[6] #covid
[6] #student
[6] #uk
[6] #school
[6] #alevels2021

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] dawnsmith07,#schoolclosure

Top Word Pairs in Tweet in G1:
[7] schools,closed
[7] #covid19,#schoolclosure
[6] #schoolclosure,#covid19
[6] covid,19
[5] #schoolclosure,#lockdown
[5] #lockdown,#schoolclosure
[5] #nyc,#schoolclosure
[4] school,closures
[4] #covid19,#coronavirus
[4] odisha,government

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:
[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 G4:
[42] little,people
[41] friends,worried
[41] worried,miss
[41] miss,little
[41] people,during
[41] during,#schoolclosure
[41] #schoolclosure,don
[41] don,worry
[41] worry,still
[41] still,yesterday

Top Word Pairs in Tweet in G5:
[6] #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
[4] hollweck's,view
[4] view,#schoolclosure
[4] #schoolclosure,#ottawa

Top Word Pairs in Tweet in G6:
[33] schools,closed
[33] closed,don
[33] don,miss
[33] miss,chance
[33] chance,win
[33] win,phonics
[33] phonics,game
[33] game,each
[33] each,week
[33] week,jan

Top Word Pairs in Tweet in G7:
[4] specialist,settings
[4] settings,special
[4] special,schools
[4] schools,updated
[4] updated,definitions
[4] definitions,vulnerable
[4] vulnerable,remaining
[4] remaining,fully
[4] fully,open
[4] open,115

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:
[6] share,everywhere
[6] everywhere,#closeallschools
[6] #closeallschools,#covid
[6] #covid,#student
[6] #student,#uk
[6] #uk,#school
[6] #school,#schoolclosure
[6] #schoolclosure,#alevels2021
[6] #alevels2021,#gcse2021
[5] matthewhawes16,share

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
@elastigirlvotes
@outwoodscat
@lngames9
@smcps_food
@wfp_nepal
@pratham_india
@edclass_
@sabitrimajhi2
@intl_ed_news

Top Mentioned in G1:
@modernmamavan
@newstracklive
@alfredclassical

Top Mentioned in G2:
@dawnsmith07

Top Mentioned in G3:
@elastigirlvotes

Top Mentioned in G4:
@outwoodscat

Top Mentioned in G5:
@intl_ed_news
@guardian
@bbcnews
@alenestour
@sfcarvalho_edu
@nytimes
@dutchnewsnl
@tristateach
@edchangesig
@icseiglobal

Top Mentioned in G6:
@lngames9

Top Mentioned in G7:
@gavinwilliamson
@be_more_awesome
@nahtnews
@uklabour
@catherinewest1
@sadiqkhan
@adamjogee
@cllrkirsten
@cllrejiofor
@cllrseema

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

Top Mentioned in G9:
@matthewhawes16
@borisjohnson
@taniamarie91
@closetheschoo11
@gavinwilliamson
@matthancock
@channel4news
@bbcpanorama
@aaronbastani
@chrisinspired

Top Mentioned in G10:
@wfp_nepal

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@ee
@sahelhkj
@httweets
@tadrow
@hijcp
@guardian
@vodafoneuk
@andrewmorrisuk
@mconway70

Top Tweeters in G1:
@filafresh
@dahlonegagawx
@tmelissen1219
@newstracklive
@voiceofvalor
@jordaniel_rb
@twinklresources
@newswithrachel
@bermaninstitute
@tomtolkien

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

Top Tweeters in G3:
@tadrow
@hijcp
@aliadair22
@cltrotlyn
@randyresist
@suelouises
@stephenlday2
@tsiser45
@carmosteph
@cmm09672

Top Tweeters in G4:
@m42calhoun
@hughesdonua
@sandysva
@mrbertie
@wobblydjeli
@mybeautybug
@labcold
@lkclayton2
@annikalaith
@rerj

Top Tweeters in G5:
@httweets
@guardian
@nytimes
@cnn
@latimes
@nydailynews
@ctvnews
@theatlantic
@edsurge
@worldbank

Top Tweeters in G6:
@fio_namac
@claner
@leinaddop80
@akamalaccas1
@mathgril
@dieseljones2
@chadmanpj
@josea66
@superluckydi
@lcorrall88

Top Tweeters in G7:
@tes
@sadiqkhan
@saperkins
@catherinewest1
@uklabour
@nahtnews
@mrplanttoyou
@tammypalmerld
@perscotta
@martynbowler

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

Top Tweeters in G9:
@miftyjackson
@aaronbastani
@channel4news
@chrisinspired
@philildo
@matthancock
@ocunasa
@danieldullaway
@bbcpanorama
@borisjohnson

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


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