schoolclosure, Twitter, 10/28/2021 8:39:27 AM, 264964


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schoolclosure_2021-10-28_00-34-17.xlsx
schoolclosure_2021-10-28_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/2ZwEqf7
@atmashakti3
@kusa_pradhani
@intl_ed_news
@mishwoz
@odisharte
@cmo_odisha
@samirdash01
@mosarkar5t
@mukonyeziricha3
@_learningportal

Top hashtags:
#schoolclosure
#covid19
#children
#ukschools
#sos
#germany

Description:
Description
The graph represents a network of 197 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, 28 October 2021 at 07:34 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 85-day, 8-hour, 51-minute period from Tuesday, 03 August 2021 at 01:50 UTC to Wednesday, 27 October 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 : 197
Unique Edges : 165
Edges With Duplicates : 182
Total Edges : 347
Number of Edge Types : 5
Tweet : 52
Retweet : 73
MentionsInRetweet : 101
Mentions : 113
Replies to : 8
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.00518134715025907
Reciprocated Edge Ratio : 0.0103092783505155
Connected Components : 61
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 35
Maximum Edges in a Connected Component : 97
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.090013
Graph Density : 0.00502434476328602
Modularity : 0.56905
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 197 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, 28 October 2021 at 07:34 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 85-day, 8-hour, 51-minute period from Tuesday, 03 August 2021 at 01:50 UTC to Wednesday, 27 October 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:
[14] https://www.euronews.com/2021/09/20/disadvantaged-children-in-germany-bear-the-brunt-of-school-closures
[13] https://twitter.com/12_baje/status/1450711636210171905
[5] http://covid19.uis.unesco.org/disruptions-due-to-school-closures/
[3] https://www.craighuey.com/larry-elder-open-letter-to-those-who-want-to-vote-for-a-different-candidate-to-replace-gavin-newsom-why-larry-over-the-other-46-candidates/
[2] https://www.blackactivistwriter.net/post/learning-school
[2] http://edsource.org/?page_id=659442
[2] https://www.news18.com/news/education-career/25-million-children-may-never-return-to-schools-un-secretary-general-antonio-guterres-4035224.html
[2] https://drive.google.com/file/d/133Zr3iTj7IBo1DlckUqi6dV7OBAhfMxi/view?usp=sharing
[2] https://www.theepochtimes.com/mkt_morningbrief/nih-director-admits-school-mask-mandates-are-not-based-on-data-of-covid-19s-effect-on-children_3952495.html?utm_source=morningbriefnoe&utm_medium=email2&utm_campaign=mb-2021-08-18&mktids=34cc47e2b98216ade8f36b902458e83e&est=vh8k2sxf0jGSWb4gOmZ6IReNOY9vNsfQ3Z9jqlsvambowwkuHacO%2BZXA0uPhj7dUOF1S6beL
[2] https://news.un.org/en/story/2021/01/1083262

Top URLs in Tweet in G1:
[3] https://www.craighuey.com/larry-elder-open-letter-to-those-who-want-to-vote-for-a-different-candidate-to-replace-gavin-newsom-why-larry-over-the-other-46-candidates/
[1] https://english.khabarhub.com/2021/03/200681/
[1] https://twitter.com/KentPage/status/1425260752219344897
[1] https://mailchi.mp/jhu.edu/schoolclosure
[1] https://mailchi.mp/df418a935ebf/what-to-do-when-your-schools-go-virtual-again-5254414
[1] https://mailchi.mp/492a95694eeb/schoolclosure
[1] https://www.youtube.com/watch?v=PuC1W1xEXMM&feature=youtu.be

[1] https://udaysarvodaya.com/dilchasp/school-closure-during-the-corona-period-affects-the-learning-of-80-percent-of-the-children-774061?utm_campaign=pubshare&utm_source=Twitter&utm_medium=751827659563241472&utm_content=auto-link&utm_id=1232
[1] https://sangatmag.com/latest/11316/
[1] https://twitter.com/i/web/status/1437551946873835524

Top URLs in Tweet in G2:
[2] https://www.hindustantimes.com/world-news/this-can-t-go-on-un-calls-for-covid-closed-schools-to-reopen-asap-101627393113643.html?utm_source=twitter
[2] https://www.news18.com/news/education-career/25-million-children-may-never-return-to-schools-un-secretary-general-antonio-guterres-4035224.html
[2] http://edsource.org/?page_id=659442
[1] https://www.theguardian.com/global-development/2021/sep/06/their-future-could-be-destroyed-the-global-struggle-for-schooling-after-covid-closures
[1] https://onlinelibrary.wiley.com/doi/10.1002/ijop.12784#.YRR7LztH_DY.twitter
[1] https://apnews.com/article/health-mexico-caribbean-pandemics-coronavirus-pandemic-8a01177448d9cb09ed00f06dd6ff2c58
[1] https://www.brookings.edu/blog/education-plus-development/2021/08/23/how-has-education-technology-impacted-student-learning-in-india-during-covid-19/?p=1476977
[1] https://www.thenational.scot/news/19520680.exams-return-scotlands-schools-next-year-if-safe-so/?ref=twtrec
[1] https://www.nytimes.com/2021/09/01/podcasts/the-daily/schools-coronavirus-delta-variant.html?via

Top URLs in Tweet in G3:
[13] https://twitter.com/12_baje/status/1450711636210171905

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1438208941821812742

Top URLs in Tweet in G5:
[1] https://twitter.com/PlebConcerned/status/1441985612685402117

Top URLs in Tweet in G7:
[5] http://covid19.uis.unesco.org/disruptions-due-to-school-closures/

Top URLs in Tweet in G8:
[1] https://www.prairiepost.com/alberta/new-brigden-school-closure-decision-still-to-be-made/article_40efb36c-163d-11ec-b5a7-0f09e9881a60.html

Top URLs in Tweet in G9:
[1] https://twitter.com/fourwinns298/status/1425173388578934791
[1] https://twitter.com/ColinDMello/status/1425178846916136961

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1438149339663196164

Top Domains
Top Domains in Tweet in Entire Graph:
[31] twitter.com
[14] euronews.com
[5] unesco.org
[4] facebook.com
[3] craighuey.com
[3] mailchi.mp
[2] co.uk
[2] globalnews.ca
[2] blackactivistwriter.net
[2] edsource.org

Top Domains in Tweet in G1:
[4] twitter.com
[3] mailchi.mp
[3] craighuey.com
[2] co.uk
[2] globalnews.ca
[1] khabarhub.com
[1] youtube.com
[1] udaysarvodaya.com
[1] sangatmag.com
[1] medicaldialogues.in

Top Domains in Tweet in G2:
[2] hindustantimes.com
[2] news18.com
[2] edsource.org
[1] theguardian.com
[1] wiley.com
[1] apnews.com
[1] brookings.edu
[1] thenational.scot
[1] nytimes.com

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

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

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G7:
[5] unesco.org

Top Domains in Tweet in G8:
[1] prairiepost.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] schoolclosure
[42] covid19
[17] children
[14] ukschools
[14] sos
[14] germany
[13] 12baje12minute
[13] educationforall
[13] odisha
[13] righttoeducation



Top Hashtags in Tweet in G1:
[26] schoolclosure
[6] covid19
[3] californiadreams
[3] calvarychapel
[2] schoolreopening
[2] covid
[2] christians
[2] christianbakers
[2] christiansflorists
[2] gavinnewsomfailed

Top Hashtags in Tweet in G2:
[10] schoolclosure
[7] covid19
[3] onlinelearning
[3] us
[3] pandemic
[2] children
[2] wildfires
[2] california
[1] covid
[1] schoolsreopen

Top Hashtags in Tweet in G3:
[13] 12baje12minute
[13] educationforall
[13] odisha
[13] righttoeducation
[13] schoolclosure

Top Hashtags in Tweet in G5:
[14] ukschools
[14] sos
[14] schoolclosure
[1] deltaspread
[1] longcovidkids
[1] moralemptiness

Top Hashtags in Tweet in G6:
[1] lockdownextension
[1] schoolreopen
[1] schoolclosure

Top Hashtags in Tweet in G7:
[18] covid19
[5] schoolclosure

Top Hashtags in Tweet in G8:
[1] schoolclosure
[1] newbrigden
[1] prsd8

Top Hashtags in Tweet in G9:
[4] drkeiranmoore
[3] fordthwave
[3] lockdownagain
[2] schoolclosure
[1] fourthwave
[1] lockdown

Top Hashtags in Tweet in G10:
[1] governor
[1] ca
[1] carecall
[1] crime

Top Words
Top Words in Tweet in Entire Graph:
[109] #schoolclosure
[67] school
[42] #covid19
[41] children
[36] closures
[29] measures
[28] learning
[23] use
[22] access
[20] remote

Top Words in Tweet in G1:
[26] #schoolclosure
[9] school
[6] #covid19
[5] due
[5] closed
[4] کا
[4] schools
[4] क
[3] news
[3] 2021

Top Words in Tweet in G2:
[10] #schoolclosure
[7] #covid19
[7] schools
[5] year
[4] school
[3] #onlinelearning
[3] million
[3] return
[3] #us
[3] #pandemic

Top Words in Tweet in G3:
[15] sir
[15] cmo_odisha
[15] samirdash01
[15] mosarkar5t
[15] odisharte
[15] kindly
[13] #12baje12minute
[13] #educationforall
[13] #odisha
[13] #righttoeducation

Top Words in Tweet in G4:
[16] see
[16] children
[16] preparing
[16] themselves
[16] adolescent
[16] workers
[16] time
[15] atmashakti3
[15] bo

Top Words in Tweet in G5:
[14] #ukschools
[14] #sos
[14] those
[14] watching
[14] overseas
[14] public
[14] health
[14] authorities
[14] failing
[14] act

Top Words in Tweet in G7:
[23] use
[23] learning
[23] measures
[18] interested
[18] key
[18] findings
[18] #covid19
[18] school
[18] closures
[18] remote

Top Words in Tweet in G9:
[4] ontariopcparty
[4] #drkeiranmoore
[3] fail
[3] #fordthwave
[3] fordnation
[3] #lockdownagain
[2] schmoopgirl
[2] #schoolclosu
[2] #schoolclosure
[2] another

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] school,closures
[23] learning,measures
[20] remote,learning
[18] interested,key
[18] key,findings
[18] findings,#covid19
[18] #covid19,school
[18] closures,use
[18] use,remote
[18] measures,globally

Top Word Pairs in Tweet in G1:
[3] #covid19,#schoolclosure
[3] larry,elder
[3] elder,elected
[3] elected,over
[3] over,46
[3] 46,#californiadreams
[3] #californiadreams,#calvarychapel
[2] بند,رکھنے
[2] رکھنے,کا
[2] school,closed

Top Word Pairs in Tweet in G2:
[2] go,on'
[2] on',calls
[2] calls,#covid19
[2] #covid19,closed
[2] closed,schools
[2] schools,reopen
[2] reopen,asap
[2] asap,httweets
[2] 25,million
[2] million,children

Top Word Pairs in Tweet in G3:
[15] sir,cmo_odisha
[15] cmo_odisha,samirdash01
[15] samirdash01,mosarkar5t
[15] mosarkar5t,odisharte
[14] odisharte,kindly
[13] #12baje12minute,#educationforall
[13] #educationforall,#odisha
[13] #odisha,#righttoeducation
[13] #righttoeducation,#schoolclosure
[11] educational,rights

Top Word Pairs in Tweet in G4:
[16] see,children
[16] children,preparing
[16] preparing,themselves
[16] themselves,adolescent
[16] adolescent,workers
[16] workers,time
[15] atmashakti3,see
[15] time,bo

Top Word Pairs in Tweet in G5:
[14] #ukschools,#sos
[14] #sos,those
[14] those,watching
[14] watching,overseas
[14] overseas,public
[14] public,health
[14] health,authorities
[14] authorities,failing
[14] failing,act
[14] act,#schoolclosure

Top Word Pairs in Tweet in G7:
[23] learning,measures
[18] interested,key
[18] key,findings
[18] findings,#covid19
[18] #covid19,school
[18] school,closures
[18] closures,use
[18] use,remote
[18] remote,learning
[18] measures,globally

Top Word Pairs in Tweet in G9:
[3] fail,#fordthwave
[3] #fordthwave,ontariopcparty
[3] ontariopcparty,fordnation
[3] fordnation,#drkeiranmoore
[3] #drkeiranmoore,#lockdownagain
[2] schmoopgirl,fail
[2] #lockdownagain,#schoolclosu

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@atmashakti3
@cmo_odisha
@samirdash01
@mosarkar5t
@odisharte
@_learningportal
@une
@mishwoz
@vastuullisuus
@unescostat

Top Mentioned in G1:
@ourpatriot2020

Top Mentioned in G2:
@un
@httweets
@edsource
@intl_ed_news
@guardiannews
@cnnnews18
@antonioguterres
@suomenakatemia
@nsf
@ap

Top Mentioned in G3:
@cmo_odisha
@samirdash01
@mosarkar5t
@odisharte
@iammrdashing
@dillipchhatria
@atmashakti3

Top Mentioned in G4:
@atmashakti3

Top Mentioned in G5:
@mishwoz

Top Mentioned in G6:
@rukunyalx
@theonlyjoelo
@jhean_ie
@koma_flemmings
@aherezajanice
@lizziepandabet1
@akech_andrew
@frank_muhanguzi
@kingsula11

Top Mentioned in G7:
@_learningportal
@une
@unescostat

Top Mentioned in G8:
@nbschoolprsd8
@prairierosesd8
@specialareas
@newbrigden
@thetownofoyen
@oyenschool

Top Mentioned in G9:
@ontariopcparty
@fordnation
@schmoopgirl

Top Mentioned in G10:
@joecapone11
@gavinnewsom

Top Tweeters
Top Tweeters in Entire Graph:
@httweets
@viralvideovlogs
@cnnnews18
@chuddles11
@nytimes
@wjz
@charlesmunn1
@education_24x7
@tmucall
@jazzaoxon

Top Tweeters in G1:
@wjz
@tmucall
@dailystarnews
@barrie360
@tomtolkien
@bermaninstitute
@medicaldialogs
@gtvnetworkhd
@khabarhub_eng
@nnslonline

Top Tweeters in G2:
@httweets
@cnnnews18
@nytimes
@ap
@guardiannews
@scotnational
@brookingsinst
@un
@mikiebarb
@nsf

Top Tweeters in G3:
@cmo_odisha
@umeshbag13
@odisharte
@kusa_pradhani
@dillipchhatria
@sharmjeebi
@manojna89777387
@mosarkar5t
@babulaltandi4
@iammrdashing

Top Tweeters in G4:
@bharatirao13
@chittar33041399
@kunakantabeher2
@bagh_laxmi
@gobaerdhan
@debakimadi
@sukri_arjun
@jayanandanayak1
@upendramahanan6
@atmashakti3

Top Tweeters in G5:
@jazzaoxon
@mattprescott
@marcusfitzsimon
@dmodoscutter
@cordeliaappleb1
@hoppysaul
@cocobelladoodle
@mishwoz
@noelwalker111
@holdenjenefer

Top Tweeters in G6:
@kingsula11
@akech_andrew
@aherezajanice
@koma_flemmings
@frank_muhanguzi
@rukunyalx
@theonlyjoelo
@aggreytim
@jhean_ie
@lizziepandabet1

Top Tweeters in G7:
@marianatrobosky
@unescostat
@sandra_bax
@pedalcam
@ukfiet
@real_centre
@healthedures
@_learningportal
@accemakers
@une

Top Tweeters in G8:
@prairiepostalta
@prairierosesd8
@specialareas
@nbschoolprsd8
@newbrigden
@oyenschool
@thetownofoyen

Top Tweeters in G9:
@chuddles11
@schmoopgirl
@l27722
@ontariopcparty
@fordnation

Top Tweeters in G10:
@moderaterepand1
@joecapone11
@gunner_vitale
@gavinnewsom