schoolclosure, Twitter, 10/2/2021 3:27:16 AM, 263430


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schoolclosure_2021-10-01_20-24-00.xlsx
schoolclosure_2021-10-01_20-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3B3qE1k
@thirdviewinfo
@newindianxpress
@intl_ed_news
@atmashakti3
@mishwoz
@sushmitharam
@ranjim
@mukonyeziricha3
@educacultura
@prairiepostalta

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

Description:
Description
The graph represents a network of 251 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, 02 October 2021 at 03:24 UTC.

The requested start date was Saturday, 02 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 89-day, 15-hour, 18-minute period from Saturday, 03 July 2021 at 10:19 UTC to Friday, 01 October 2021 at 01:38 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 : 251
Unique Edges : 156
Edges With Duplicates : 235
Total Edges : 391
Number of Edge Types : 5
Retweet : 97
MentionsInRetweet : 117
Tweet : 71
Mentions : 94
Replies to : 12
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0319148936170213
Reciprocated Edge Ratio : 0.0618556701030928
Connected Components : 79
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 45
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.936655
Graph Density : 0.00309163346613546
Modularity : 0.536223
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 251 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, 02 October 2021 at 03:24 UTC.

The requested start date was Saturday, 02 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 89-day, 15-hour, 18-minute period from Saturday, 03 July 2021 at 10:19 UTC to Friday, 01 October 2021 at 01:38 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
[4] 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/
[3] https://drive.google.com/file/d/133Zr3iTj7IBo1DlckUqi6dV7OBAhfMxi/view?usp=sharing
[3] https://www.newindianexpress.com/cities/chennai/2021/jul/18/with-schoolclosure-lack-of-gadgets-children-left-to-their-own-devices-2331773.html
[3] https://thedocs.worldbank.org/en/doc/ad051a46025d91c1ba43fcfda04bb9b4-0090012021/original/Communication-21-5-2021.pdf
[3] https://en.baaghitv.com/does-school-closure-give-us-the-power-to-provide-facilities-like-other-countries/
[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

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/
[2] https://www.instagram.com/accounts/login/
[1] https://www.theguardian.com/world/2021/jul/04/one-headteachers-week-a-parent-says-their-child-had-a-positive-test-here-we-go-again
[1] http://www.fiverr.com/212620634?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=koyj9N
[1] https://thelogicalindian.com/education/unicef-school-closure-pandemic-learning-loss-29606
[1] https://www.dawn.com/news/1635034/sindh-to-ban-indoor-dining-close-schools-after-uptick-in-covid-cases
[1] https://www.newindianexpress.com/cities/chennai/2021/jul/18/with-schoolclosure-lack-of-gadgets-children-left-to-their-own-devices-2331773.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.newindianexpress.com/cities/chennai/2021/jul/18/with-schoolclosure-lack-of-gadgets-children-left-to-their-own-devices-2331773.html
[1] https://www.youtube.com/watch?v=qtPlU0Z4Zmc&feature=youtu.be

[1] https://twitter.com/the_hindu/status/1420758591758159876

Top URLs in Tweet in G2:
[2] https://apnews.com/article/lifestyle-health-education-coronavirus-pandemic-sri-lanka-6f822d1e3d78314d4505cf1dde747e15
[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://gemreportunesco.wordpress.com/2021/07/16/the-power-of-radio-in-sierra-leone-ensuring-no-child-is-left-behind/
[1] https://twitter.com/i/web/status/1419628792251777029
[1] https://apnews.com/article/health-mexico-caribbean-pandemics-coronavirus-pandemic-8a01177448d9cb09ed00f06dd6ff2c58
[1] https://www.indiatoday.in/education-today/news/story/delhi-govt-decides-to-hold-special-parent-teacher-meeting-parents-to-be-physically-present-at-schools-1821695-2021-07-01?utm_source=twshare&utm_medium=socialicons&utm_campaign=shareurltracking
[1] https://onlinelibrary.wiley.com/doi/10.1002/ijop.12784#.YRR7LztH_DY.twitter

Top URLs in Tweet in G3:
[2] https://news.un.org/en/story/2021/01/1083262
[1] https://www.newindianexpress.com/nation/2021/jul/13/school-closure-onein-threecountries-not-implementing-programmes-to-mitigate-learning-loss-says-r-2329614.html
[1] https://www.independent.co.uk/news/world/covid-india-school-children-pandemic-b1876915.html

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
[1] https://www.kentonline.co.uk/sittingbourne/news/260-pupils-sent-home-to-isolate-250505/

Top URLs in Tweet in G6:
[2] https://www.newindianexpress.com/cities/chennai/2021/jul/18/with-schoolclosure-lack-of-gadgets-children-left-to-their-own-devices-2331773.html

Top URLs in Tweet in G8:
[4] http://covid19.uis.unesco.org/disruptions-due-to-school-closures/

Top URLs in Tweet in G9:
[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 G10:
[3] https://thedocs.worldbank.org/en/doc/ad051a46025d91c1ba43fcfda04bb9b4-0090012021/original/Communication-21-5-2021.pdf
[1] https://twitter.com/i/web/status/1414253508673540096

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[14] euronews.com
[5] co.uk
[5] newindianexpress.com
[4] unesco.org
[4] facebook.com
[3] craighuey.com
[3] google.com
[3] mailchi.mp
[3] apnews.com

Top Domains in Tweet in G1:
[4] twitter.com
[3] mailchi.mp
[3] craighuey.com
[2] instagram.com
[2] newindianexpress.com
[2] youtube.com
[2] globalnews.ca
[1] theguardian.com
[1] fiverr.com
[1] thelogicalindian.com

Top Domains in Tweet in G2:
[3] apnews.com
[2] hindustantimes.com
[2] news18.com
[2] edsource.org
[1] theguardian.com
[1] wordpress.com
[1] twitter.com
[1] indiatoday.in
[1] wiley.com
[1] brookings.edu

Top Domains in Tweet in G3:
[2] un.org
[1] newindianexpress.com
[1] co.uk

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

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

Top Domains in Tweet in G6:
[2] newindianexpress.com

Top Domains in Tweet in G8:
[4] unesco.org

Top Domains in Tweet in G9:
[1] prairiepost.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[139] schoolclosure
[57] covid19
[20] children
[17] education
[14] ukschools
[14] sos
[14] germany
[10] onlinelearning
[9] covid
[8] students



Top Hashtags in Tweet in G1:
[34] schoolclosure
[8] covid19
[5] covid
[3] covid_19
[3] californiadreams
[3] calvarychapel
[2] learning
[2] digitaldivide
[2] deltavariant
[2] schoolreopening

Top Hashtags in Tweet in G2:
[12] schoolclosure
[8] covid19
[5] onlinelearning
[3] edtech
[3] pandemic
[3] india
[3] us
[2] srilanka
[2] internet
[2] children

Top Hashtags in Tweet in G3:
[3] schoolclosure
[2] middaymeal
[2] nutrition
[2] wfp
[1] countries
[1] mitigate
[1] learningloss
[1] icds
[1] schoolmeals
[1] unicef

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

Top Hashtags in Tweet in G7:
[1] lockdownextension
[1] schoolreopen
[1] schoolclosure

Top Hashtags in Tweet in G8:
[14] covid19
[4] schoolclosure

Top Hashtags in Tweet in G9:
[1] schoolclosure
[1] newbrigden
[1] prsd8

Top Hashtags in Tweet in G10:
[14] covid19
[11] schoolclosure
[3] distancelearning

Top Words
Top Words in Tweet in Entire Graph:
[139] #schoolclosure
[58] school
[57] #covid19
[47] children
[34] closures
[28] learning
[24] during
[21] access
[20] #children
[20] education

Top Words in Tweet in G1:
[34] #schoolclosure
[8] school
[8] #covid19
[5] #covid
[5] schools
[4] kids
[4] کا
[4] closed
[4] क
[3] #covid_19

Top Words in Tweet in G2:
[12] #schoolclosure
[9] schools
[8] #covid19
[5] #onlinelearning
[5] school
[5] year
[4] intl_ed_news
[3] challenges
[3] getting
[3] online

Top Words in Tweet in G3:
[4] thirdviewinfo
[4] education
[4] expert
[4] meetasengupta
[4] once
[4] online
[4] learning
[4] such
[4] concept
[4] backbench

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

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

Top Words in Tweet in G6:
[6] access
[3] main
[3] intervention
[3] govt
[3] programming
[3] kalvi
[3] tv
[3] students
[3] instead
[3] kids

Top Words in Tweet in G8:
[18] use
[18] learning
[18] measures
[14] interested
[14] key
[14] findings
[14] #covid19
[14] school
[14] closures
[14] remote

Top Words in Tweet in G10:
[17] important
[14] during
[14] #covid19
[14] especially
[14] education
[14] officials
[14] manage
[14] communications
[11] #schoolclosure
[9] wbg_education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] school,closures
[18] learning,measures
[16] during,#covid19
[15] see,children
[15] children,preparing
[15] preparing,themselves
[15] themselves,adolescent
[15] adolescent,workers
[15] workers,time
[15] remote,learning

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] school,closure
[2] #deltavariant,#schoolclosure
[2] بند,رکھنے

Top Word Pairs in Tweet in G2:
[3] getting,online
[3] #schoolclosure,#covid19
[2] #srilanka,challenges
[2] challenges,getting
[2] online,ap
[2] ap,#onlinelearning
[2] #onlinelearning,#edtech
[2] #edtech,#internet
[2] go,on'
[2] on',calls

Top Word Pairs in Tweet in G3:
[4] education,expert
[4] expert,meetasengupta
[4] meetasengupta,once
[4] once,online
[4] online,learning
[4] learning,such
[4] such,concept
[4] concept,backbench
[3] thirdviewinfo,education
[2] covid,19

Top Word Pairs in Tweet in G4:
[15] see,children
[15] children,preparing
[15] preparing,themselves
[15] themselves,adolescent
[15] adolescent,workers
[15] workers,time
[14] atmashakti3,see
[14] 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 G6:
[3] main,intervention
[3] intervention,govt
[3] govt,programming
[3] programming,kalvi
[3] kalvi,tv
[3] tv,students
[3] students,access
[3] access,instead
[3] instead,kids
[3] access,device

Top Word Pairs in Tweet in G8:
[18] learning,measures
[14] interested,key
[14] key,findings
[14] findings,#covid19
[14] #covid19,school
[14] school,closures
[14] closures,use
[14] use,remote
[14] remote,learning
[14] measures,globally

Top Word Pairs in Tweet in G10:
[14] during,#covid19
[14] #covid19,especially
[14] especially,important
[14] important,education
[14] education,officials
[14] officials,manage
[14] manage,communications
[11] communications,#schoolclosure
[8] wbg_education,during
[3] #schoolclosure,re

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@atmashakti3
@mishwoz
@vastuullisuus
@_learningportal
@une
@wbg_education
@ekjeffers_phd
@unescostat
@un
@intl_ed_news

Top Mentioned in G1:
@ourpatriot2020

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

Top Mentioned in G3:
@thirdviewinfo
@meetasengupta
@subirshukla
@jaimesaavedra22
@mehtasumeet
@meenmenon
@anindasardar
@dasguptanandini
@aboutimpact
@girishmenonstir

Top Mentioned in G4:
@atmashakti3

Top Mentioned in G5:
@mishwoz

Top Mentioned in G6:
@ranjim
@sushmitharam
@newindianxpress
@krithika_writes
@xpresstn
@kponmudimla
@mkstalin
@cmotamilnadu

Top Mentioned in G7:
@rukunyalx
@theonlyjoelo
@jhean_ie
@koma_flemmings
@aherezajanice
@lizziepandabet1
@akech_andrew
@frank_muhanguzi
@kingsula11

Top Mentioned in G8:
@_learningportal
@une
@unescostat

Top Mentioned in G9:
@nbschoolprsd8
@prairierosesd8
@specialareas
@newbrigden
@thetownofoyen
@oyenschool

Top Mentioned in G10:
@wbg_education
@gpforeducation

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@independent
@httweets
@indiatoday
@chuddles11
@viralvideovlogs
@cnnnews18
@newindianxpress
@nytimes
@wjz

Top Tweeters in G1:
@wjz
@attachmentmumma
@barrie360
@logicalindians
@bermaninstitute
@medicaldialogs
@gtvnetworkhd
@gadgetsupdate1
@khabarhub_eng
@nnslonline

Top Tweeters in G2:
@httweets
@indiatoday
@cnnnews18
@nytimes
@ap
@guardiannews
@polypolilive
@sweetcookiesme
@scotnational
@brookingsinst

Top Tweeters in G3:
@independent
@meetasengupta
@masalabai
@joshuaseigal
@anindasardar
@girishmenonstir
@kioninadine
@loukaparry
@aboutimpact
@meenmenon

Top Tweeters in G4:
@bharatirao13
@chittar33041399
@bagh_laxmi
@gobaerdhan
@kusa_pradhani
@sukri_arjun
@jayanandanayak1
@upendramahanan6
@atmashakti3
@padlamhantal

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

Top Tweeters in G6:
@newindianxpress
@ejamshed
@xpresstn
@pondychesiva
@ranjim
@kmdharan
@cmotamilnadu
@mkstalin
@krithika_writes
@kponmudimla

Top Tweeters in G7:
@kingsula11
@akech_andrew
@aherezajanice
@frank_muhanguzi
@koma_flemmings
@rukunyalx
@theonlyjoelo
@aggreytim
@jhean_ie
@lizziepandabet1

Top Tweeters in G8:
@unescostat
@sandra_bax
@pedalcam
@ukfiet
@real_centre
@healthedures
@_learningportal
@accemakers
@une

Top Tweeters in G9:
@prairiepostalta
@prairierosesd8
@specialareas
@nbschoolprsd8
@newbrigden
@oyenschool
@thetownofoyen

Top Tweeters in G10:
@distancelrnbot
@gpforeducation
@catheducation
@wbg_education
@onlinehubng
@diegolunabaz
@schraderking


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