schoolclosure, Twitter, 7/3/2021 3:28:56 AM, 258168


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schoolclosure_2021-07-02_20-24-00.xlsx
schoolclosure_2021-07-02_20-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3dGw8FH
@thirdviewinfo
@intl_ed_news
@guardian
@gciswestrand
@theprintindia
@telegraph
@dbe_sa
@section27news
@lfe_ed
@laudiumsun

Top hashtags:
#schoolclosure
#covid19
#alertlevel4
#staysafe
#education
#school
#campusguru
#ncoc

Description:
Description
The graph represents a network of 327 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, 03 July 2021 at 03:24 UTC.

The requested start date was Saturday, 03 July 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, 6-hour, 3-minute period from Thursday, 01 April 2021 at 16:10 UTC to Tuesday, 29 June 2021 at 22:14 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 : 327
Unique Edges : 229
Edges With Duplicates : 341
Total Edges : 570
Number of Edge Types : 5
Retweet : 137
MentionsInRetweet : 192
Mentions : 122
Replies to : 11
Tweet : 108
Self-Loops : 113
Reciprocated Vertex Pair Ratio : 0.0209059233449477
Reciprocated Edge Ratio : 0.0409556313993174
Connected Components : 92
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 143
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.326528
Graph Density : 0.00274854130316504
Modularity : 0.547283
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 327 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, 03 July 2021 at 03:24 UTC.

The requested start date was Saturday, 03 July 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, 6-hour, 3-minute period from Thursday, 01 April 2021 at 16:10 UTC to Tuesday, 29 June 2021 at 22:14 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:
[5] https://cenadvisory.blogspot.com/search/label/CEN%20ACTIVE%20Threat%20News
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be

[3] https://www.kentonline.co.uk/kent/news/nearly-12-000-pupils-not-in-class-because-of-covid-249790/
[2] https://citizen.co.za/news/south-africa/education/2549508/here-are-the-key-points-from-motshekgas-briefing-on-schools/#.YNnLBoQg3NQ.twitter
[2] https://www.telegraph.co.uk/global-health/science-and-disease/covid-school-closures-poorer-countriescould-affect-generation/
[2] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[2] https://nation.com.pk/29-May-2021/surging-covid-19-cases-lead-to-school-closure-in-afghanistan
[2] https://www.hrw.org/news/2021/05/17/pandemics-dire-global-impact-education
[2] https://www.edweek.org/teaching-learning/why-teachers-leave-or-dont-a-look-at-the-numbers/2021/05
[2] https://www.weareteachers.com/best-podcasts-for-kids/#.XnBWGH21QtA.twitter

Top URLs in Tweet in G1:
[1] https://www.yahoo.com/news/one-bar-opening-caused-outbreak-152505918.html
[1] https://globalpandemic.net/news/illinois-bar-opening-leads-to-46-infections-1-schoolclosure-after-dozens-forced-to-quarantine/
[1] https://twitter.com/HenryJOncology/status/1378476729874849795
[1] https://twitter.com/i/web/status/1381705820686192643
[1] https://twitter.com/i/web/status/1381739209287946241
[1] https://twitter.com/i/web/status/1381757846208065536
[1] https://twitter.com/i/web/status/1381790817564626945
[1] https://twitter.com/i/web/status/1381712920023871490
[1] https://twitter.com/i/web/status/1381718945758126083
[1] https://twitter.com/CTVKitchener/status/1381947811818835968

Top URLs in Tweet in G2:
[2] https://www.hrw.org/news/2021/05/17/pandemics-dire-global-impact-education
[1] https://theprint.in/india/education/not-prepared-for-boards-say-poor-rural-students-after-year-of-online-classes-that-never-were/635161/
[1] https://indianexpress.com/article/india/covid-19-has-pushed-half-of-indias-poor-away-from-nutritious-food-report-7272500/
[1] https://twitter.com/i/web/status/1384436817332772865
[1] https://indianexpress.com/article/india/tamil-nadu-amid-covid-19-lockdown-nilgiris-witnessing-rise-in-cases-of-child-marriages-sexual-abuse-7298115/
[1] https://www.theguardian.com/global-development/2021/apr/05/schools-800-million-children-education-disrupted

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1409439835178377221
[1] https://twitter.com/i/web/status/1409440100090580994
[1] https://twitter.com/i/web/status/1409444486703427585

Top URLs in Tweet in G5:
[2] https://www.telegraph.co.uk/global-health/science-and-disease/covid-school-closures-poorer-countriescould-affect-generation/
[2] https://www.edweek.org/teaching-learning/why-teachers-leave-or-dont-a-look-at-the-numbers/2021/05
[1] https://www.theguardian.com/politics/2021/jun/02/education-recovery-chief-kevan-collins-quit-english-schools-catch-up-row
[1] https://apnews.com/article/general-news-hungary-education-56cfbb87053bae8ede88830908bfc5b3
[1] https://twitter.com/i/web/status/1385624562767908865
[1] https://gemreportunesco.wordpress.com/2021/04/13/cancel-exams-what-is-an-appropriate-response-to-the-covid-19-disruption/
[1] https://www.bbc.com/news/education-56996245
[1] https://www.taiwannews.com.tw/en/news/4204773
[1] https://www.al-fanarmedia.org/2021/05/post-covid-19-arab-countries-need-new-approaches-to-education-u-n-official-says/#.YK2gt39XwvA.twitter
[1] https://www.thestar.com/politics/provincial/2021/06/04/toronto-schools-to-stick-with-virtual-graduations-and-doug-ford-is-extremely-disappointed.html

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://www.kentonline.co.uk/kent/news/nearly-12-000-pupils-not-in-class-because-of-covid-249790/
[1] https://twitter.com/i/web/status/1409538362164318209

Top URLs in Tweet in G8:
[1] https://theprint.in/yourturn/yourturn-subscriberwrites-education-debate-focused-on-class-12-10-but-closing-primary-schools-has-been-a-disaster/676699/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1409920104645730304
[1] https://twitter.com/i/web/status/1385511688162717696

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[10] campusguru.pk
[8] youtube.com
[7] co.uk
[5] blogspot.com
[2] co.za
[2] fiverr.com
[2] whova.com
[2] theprint.in
[2] com.pk

Top Domains in Tweet in G1:
[25] twitter.com
[2] eldrok.com
[2] fiverr.com
[2] co.uk
[2] whova.com
[1] yahoo.com
[1] globalpandemic.net
[1] co.ke
[1] mohioshi.org
[1] apple.com

Top Domains in Tweet in G2:
[2] indianexpress.com
[2] hrw.org
[1] theprint.in
[1] twitter.com
[1] theguardian.com

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

Top Domains in Tweet in G5:
[2] co.uk
[2] edweek.org
[1] theguardian.com
[1] apnews.com
[1] twitter.com
[1] wordpress.com
[1] bbc.com
[1] com.tw
[1] al-fanarmedia.org
[1] thestar.com

Top Domains in Tweet in G6:
[4] youtube.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[199] schoolclosure
[55] covid19
[28] alertlevel4
[24] staysafe
[17] education
[12] school
[10] campusguru
[10] ncoc
[9] onlinelearning
[9] shafqatmehmood



Top Hashtags in Tweet in G1:
[42] schoolclosure
[10] covid19
[6] term3
[3] covidontario
[3] school
[3] onlinelearning
[2] coronavirus
[2] onpoli
[2] elearning
[2] kenya

Top Hashtags in Tweet in G2:
[7] schoolclosure
[4] education
[2] digitaldivide
[2] learninggap
[2] rte
[2] research
[2] fln
[2] leadership
[2] lfe
[2] equity

Top Hashtags in Tweet in G3:
[12] schoolclosure
[4] lockdownlevel4
[3] covid19
[2] laudiumsunonline
[1] covid19sa
[1] 3rdwave
[1] ramaphosa
[1] zwelimkhize
[1] alertlevel4
[1] staysafe

Top Hashtags in Tweet in G4:
[23] alertlevel4
[23] schoolclosure
[23] staysafe

Top Hashtags in Tweet in G5:
[10] covid19
[10] schoolclosure
[2] us
[2] remotelearning
[2] india
[2] pandemic
[2] taiwan
[1] southamerica
[1] brazil
[1] ethiopia

Top Hashtags in Tweet in G6:
[4] budgetprivateschool
[4] schoolclosure
[4] up
[1] indiafightscorona

Top Hashtags in Tweet in G7:
[3] schoolclosure
[3] kent

Top Hashtags in Tweet in G8:
[10] schoolclosure

Top Hashtags in Tweet in G9:
[1] onpoli
[1] schoolclosure

Top Hashtags in Tweet in G10:
[10] covid19
[6] online
[6] school
[3] schoolclosure

Top Words
Top Words in Tweet in Entire Graph:
[199] #schoolclosure
[76] school
[55] #covid19
[52] 19
[48] schools
[41] july
[40] winter
[36] 2021
[30] education
[29] end

Top Words in Tweet in G1:
[42] #schoolclosure
[22] school
[10] #covid19
[8] more
[8] closed
[7] during
[6] children
[6] closure
[6] schools
[6] parents

Top Words in Tweet in G2:
[7] #schoolclosure
[4] #education
[3] covid
[3] 19
[3] madhukarbanuri
[3] siddeshsarma
[2] poor
[2] classes
[2] #digitaldivide
[2] tamil

Top Words in Tweet in G3:
[23] section27news
[20] schools
[15] july
[14] week
[14] winter
[14] 19
[13] public
[13] closing
[13] earlier
[13] come

Top Words in Tweet in G4:
[23] #alertlevel4
[23] #schoolclosure
[23] winter
[23] school
[23] break
[23] end
[23] 19
[23] july
[23] 2021
[23] #staysafe

Top Words in Tweet in G5:
[10] #covid19
[10] #schoolclosure
[6] schools
[5] school
[4] leave
[4] taipei
[3] countries
[3] intl_ed_news
[2] closures
[2] poorer

Top Words in Tweet in G6:
[4] teacher
[4] rural
[4] #budgetprivateschool
[4] raises
[4] question
[4] #schoolclosure
[4] #up
[4] watch
[3] amitctweets
[3] part

Top Words in Tweet in G7:
[6] parents_utd
[3] #schoolclosure
[3] #kent
[3] stoicold
[3] telegraph
[3] safeedforall_uk
[3] schoolsweek
[3] karamballes
[3] ukactionteam
[3] gavinwilliamson

Top Words in Tweet in G8:
[10] thank
[10] shekhargupta
[10] theprintindia
[10] publishing
[10] piece
[10] #schoolclosure
[10] education
[10] debate
[10] focused
[10] class

Top Words in Tweet in G9:
[12] feeling
[12] parents
[12] scrambling
[12] right
[12] figure
[12] ll
[12] manage
[12] tomorrow
[12] kids
[12] set

Top Words in Tweet in G10:
[10] during
[10] #covid19
[10] education
[6] #school
[6] children
[6] scan
[6] policies
[6] initiatives
[6] around
[6] world'

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] 19,july
[26] #schoolclosure,winter
[25] #alertlevel4,#schoolclosure
[25] break,end
[25] end,19
[24] winter,school
[24] school,break
[24] july,2021
[24] 2021,#staysafe
[23] gciswestrand,#alertlevel4

Top Word Pairs in Tweet in G1:
[4] #term3,#schoolclosure
[3] school,closure
[3] parents,think
[3] mental,health
[3] school,closures
[3] educational,institutions
[3] covid,19
[3] #schoolclosure,#onlinelearning
[2] schools,closed
[2] #schoolclosure,#covid19

Top Word Pairs in Tweet in G2:
[3] covid,19
[3] #education,#schoolclosure
[2] tamil,nadu
[2] nadu,amid
[2] amid,covid
[2] 19,lockdown
[2] lockdown,nilgiris
[2] nilgiris,witnessing
[2] witnessing,rise
[2] rise,cases

Top Word Pairs in Tweet in G3:
[14] 19,july
[13] public,schools
[13] schools,closing
[13] closing,week
[13] week,earlier
[13] earlier,come
[13] come,back
[13] back,winter
[13] winter,vacation
[13] vacation,19

Top Word Pairs in Tweet in G4:
[23] #alertlevel4,#schoolclosure
[23] #schoolclosure,winter
[23] winter,school
[23] school,break
[23] break,end
[23] end,19
[23] 19,july
[23] july,2021
[23] 2021,#staysafe
[22] gciswestrand,#alertlevel4

Top Word Pairs in Tweet in G5:
[4] #schoolclosure,#covid19
[2] #covid19,school
[2] school,closures
[2] closures,poorer
[2] poorer,countries
[2] countries,'affect
[2] 'affect,generation
[2] generation,forever'
[2] #us,teachers
[2] teachers,leave

Top Word Pairs in Tweet in G6:
[4] teacher,rural
[4] rural,#budgetprivateschool
[4] #budgetprivateschool,raises
[4] raises,question
[4] question,#schoolclosure
[4] #schoolclosure,#up
[4] #up,watch
[3] amitctweets,teacher
[3] watch,part

Top Word Pairs in Tweet in G7:
[3] parents_utd,#schoolclosure
[3] #schoolclosure,#kent
[3] stoicold,telegraph
[3] telegraph,safeedforall_uk
[3] safeedforall_uk,parents_utd
[3] parents_utd,schoolsweek
[3] schoolsweek,karamballes
[3] karamballes,ukactionteam
[3] ukactionteam,gavinwilliamson
[2] lottebear99,parents_utd

Top Word Pairs in Tweet in G8:
[10] thank,shekhargupta
[10] shekhargupta,theprintindia
[10] theprintindia,publishing
[10] publishing,piece
[10] piece,#schoolclosure
[10] #schoolclosure,education
[10] education,debate
[10] debate,focused
[10] focused,class
[10] class,12

Top Word Pairs in Tweet in G9:
[12] feeling,parents
[12] parents,scrambling
[12] scrambling,right
[12] right,figure
[12] figure,ll
[12] ll,manage
[12] manage,tomorrow
[12] tomorrow,kids
[12] kids,set
[11] caryn_lieberman,feeling

Top Word Pairs in Tweet in G10:
[10] during,#covid19
[6] education,#school
[6] #school,children
[6] children,during
[6] #covid19,scan
[6] scan,policies
[6] policies,initiatives
[6] initiatives,around
[6] around,world'
[5] misc_nerd,'#online

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gciswestrand
@section27news
@theprintindia
@caryn_lieberman
@shekhargupta
@dbe_sa
@priampillai
@parents_utd
@hkumed
@misc_nerd

Top Mentioned in G1:
@sweet_tooth19
@musakayrak
@biz_education

Top Mentioned in G2:
@madhukarbanuri
@siddeshsarma
@thirdviewinfo
@unicefindia
@vgarad
@childfundindia
@aekta14
@manmohan4peace
@sunandaranjan
@soniyaagrawal21

Top Mentioned in G3:
@section27news
@dbe_sa
@presidencyza
@educationgp1
@lesufi
@reginahmhaule
@gciswestrand
@healthza
@hamzahbava
@governmentza

Top Mentioned in G4:
@gciswestrand

Top Mentioned in G5:
@intl_ed_news
@lianaloewus
@educationweek
@telegraph
@guardian
@ap
@gemreport
@unesco
@bbcnews
@taiwannews886

Top Mentioned in G6:
@amitctweets
@part
@parthjshah
@kbsfed
@kumaranand
@amitvarma
@pkhanghta
@meetasengupta
@karthik_econ
@azadime

Top Mentioned in G7:
@parents_utd
@telegraph
@safeedforall_uk
@schoolsweek
@karamballes
@ukactionteam
@gavinwilliamson
@lottebear99
@kimmie_roosa
@stoicold

Top Mentioned in G8:
@shekhargupta
@theprintindia
@priampillai

Top Mentioned in G9:
@caryn_lieberman

Top Mentioned in G10:
@misc_nerd
@c
@wbg_education

Top Tweeters
Top Tweeters in Entire Graph:
@abscbnnews
@ndtv
@indianexpress
@guardian
@18akgoyal
@meeksvs
@feldart
@bbcnews
@telegraph
@safetymentalst

Top Tweeters in G1:
@ptcnews
@sweet_tooth19
@globalpandemics
@tomtolkien
@kjinvestigator
@hotcountry1035
@sayblade
@amiaudio
@khabarhub_eng
@pragnews

Top Tweeters in G2:
@indianexpress
@hrw
@un
@unicefindia
@sallyhayd
@save_children
@ruchikumar
@reetiks
@vineetnayar
@koushiktweets

Top Tweeters in G3:
@mimzv
@dallacbo
@mashobane61
@steynclan
@carl_ce50
@governmentza
@mandywiener
@section27news
@lesufi
@equal_education

Top Tweeters in G4:
@moushzn
@saps_20023
@ephraimmanamela
@theemzwandile
@thobeka_rare
@capsradiosa
@sellopelo3
@kagisosedikwe
@c_supernerd_k
@nyakallomtolo

Top Tweeters in G5:
@ndtv
@guardian
@bbcnews
@torontostar
@ap
@qbk_jitensya
@educationweek
@unesco
@taiwannews886
@gemreport

Top Tweeters in G6:
@meetasengupta
@realitycheckind
@amitctweets
@amitvarma
@shivanan09
@haryannvi
@nisaedu
@james_tooley
@pkhanghta
@parthjshah

Top Tweeters in G7:
@telegraph
@peterandann
@ukactionteam
@schoolsweek
@karamballes
@parents_utd
@becky46832359
@safeedforall_uk
@stoicold
@kimmie_roosa

Top Tweeters in G8:
@theprintindia
@shekhargupta
@kittii31
@ombhattacharya
@shaakbhaji
@francis_joseph
@thisisishwar
@anuragbox
@priampillai
@abhishe53923121

Top Tweeters in G9:
@meeksvs
@torontoddg
@wouldstaley93
@ambermac
@rebeccalee83
@hinapansari
@caryn_lieberman
@scimom538
@pmcgoldrick27
@denyselynch3

Top Tweeters in G10:
@markj_ohnson
@distancelrnbot
@markwarschauer
@wbg_education
@alixrodriguezg
@willwoods
@luizamino
@misc_nerd
@c
@fredrikmr


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