schoolclosure, Twitter, 6/10/2021 8:18:53 AM, 256584


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schoolclosure_2021-06-10_00-34-17.xlsx
schoolclosure_2021-06-10_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3iBMhzz
@thirdviewinfo
@intl_ed_news
@guardian
@lfe_ed
@madhukarbanuri
@siddeshsarma
@amitctweets
@caryn_lieberman
@anustup_nayak
@laudiumsun

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

Description:
Description
The graph represents a network of 199 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, 10 June 2021 at 07:34 UTC.

The requested start date was Thursday, 10 June 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 67-day, 19-hour, 21-minute period from Thursday, 01 April 2021 at 16:10 UTC to Tuesday, 08 June 2021 at 11:32 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 : 199
Unique Edges : 130
Edges With Duplicates : 170
Total Edges : 300
Number of Edge Types : 5
Mentions : 89
Tweet : 72
Retweet : 60
MentionsInRetweet : 75
Replies to : 4
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.0201342281879195
Reciprocated Edge Ratio : 0.0394736842105263
Connected Components : 64
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 66
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.541943
Graph Density : 0.00385767219938074
Modularity : 0.547686
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 199 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, 10 June 2021 at 07:34 UTC.

The requested start date was Thursday, 10 June 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 67-day, 19-hour, 21-minute period from Thursday, 01 April 2021 at 16:10 UTC to Tuesday, 08 June 2021 at 11:32 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:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&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
[2] https://campusguru.pk/ur/news/exams-to-be-held-from-third-week-of-may-shafqat-mahmood
[2] https://campusguru.pk/ur/news/on-campus-classes-to-remain-suspended-till-april-28-ncoc
[2] https://campusguru.pk/ur/news/ncoc-to-discuss-schools-closure-exams-on-april-6
[2] https://campusguru.pk/en/news/ncoc-to-discuss-schools-closure-exams-on-april-6
[1] https://twitter.com/i/web/status/1397813289212469249

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://www.theguardian.com/global-development/2021/apr/05/schools-800-million-children-education-disrupted
[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://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/tamil-nadu-amid-covid-19-lockdown-nilgiris-witnessing-rise-in-cases-of-child-marriages-sexual-abuse-7298115/

Top URLs in Tweet in G3:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://www.edweek.org/teaching-learning/why-teachers-leave-or-dont-a-look-at-the-numbers/2021/05
[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.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

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1385511688162717696

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1397050660193927172

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1385179116610146306

Top Domains
Top Domains in Tweet in Entire Graph:
[33] twitter.com
[10] campusguru.pk
[4] youtube.com
[2] co.uk
[2] com.pk
[2] theguardian.com
[2] hrw.org
[2] indianexpress.com
[2] edweek.org
[2] eldrok.com

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

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

Top Domains in Tweet in G3:
[4] youtube.com

Top Domains in Tweet in G4:
[2] edweek.org
[1] al-fanarmedia.org
[1] theguardian.com
[1] apnews.com
[1] twitter.com
[1] wordpress.com
[1] bbc.com
[1] com.tw

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] schoolclosure
[43] covid19
[12] education
[10] campusguru
[10] ncoc
[9] school
[9] shafqatmehmood
[8] exams
[8] drawwithalan
[7] onlinelearning



Top Hashtags in Tweet in G1:
[29] schoolclosure
[8] covid19
[6] term3
[3] covidontario
[3] onlinelearning
[2] onpoli
[2] elearning
[2] education2021
[2] principals
[1] baropening

Top Hashtags in Tweet in G2:
[5] schoolclosure
[4] education
[2] digitaldivide
[2] learninggap
[2] rte
[1] schooldropout
[1] learningloss
[1] unitednations
[1] nutrition
[1] ruralindia

Top Hashtags in Tweet in G3:
[4] budgetprivateschool
[4] schoolclosure
[4] up
[1] indiafightscorona

Top Hashtags in Tweet in G4:
[7] covid19
[7] schoolclosure
[2] pandemic
[2] us
[2] remotelearning
[2] taiwan
[1] arabia
[1] school
[1] teachers
[1] england

Top Hashtags in Tweet in G5:
[1] onpoli
[1] schoolclosure

Top Hashtags in Tweet in G6:
[2] covid19
[2] schoolclosure
[2] laudiumsunonline
[1] covid_19
[1] thirdwave

Top Hashtags in Tweet in G7:
[2] research
[2] fln
[2] leadership
[2] lfe
[2] equity
[2] schoolclosure
[2] onlinelearning

Top Hashtags in Tweet in G8:
[6] online
[6] school
[6] covid19

Top Hashtags in Tweet in G9:
[6] covid19

Top Hashtags in Tweet in G10:
[6] schoolclosure
[6] learning

Top Words
Top Words in Tweet in Entire Graph:
[101] #schoolclosure
[43] #covid19
[31] school
[22] kids
[19] children
[19] parents
[17] schools
[14] tomorrow
[13] right
[13] tch

Top Words in Tweet in G1:
[29] #schoolclosure
[13] school
[8] #covid19
[6] closure
[6] more
[6] schools
[6] #term3
[5] children
[5] home
[5] ontario

Top Words in Tweet in G2:
[5] #schoolclosure
[4] #education
[3] covid
[3] 19
[2] classes
[2] #digitaldivide
[2] poor
[2] tamil
[2] nadu
[2] amid

Top Words in Tweet in G3:
[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 G4:
[7] #covid19
[7] #schoolclosure
[5] schools
[4] leave
[4] taipei
[2] education
[2] #pandemic
[2] #us
[2] teachers
[2] look

Top Words in Tweet in G5:
[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 G6:
[3] covid19
[2] laudium
[2] wild
[2] fire
[2] reported
[2] dbe_sa
[2] educationgp1
[2] lesufi
[2] reginahmhaule
[2] #covid19

Top Words in Tweet in G7:
[2] scertmaha
[2] unicefindia
[2] vgarad
[2] madhukarbanuri
[2] siddeshsarma
[2] #research
[2] #fln
[2] #leadership
[2] #lfe
[2] #equity

Top Words in Tweet in G8:
[6] education
[6] #school
[6] children
[6] during
[6] #covid19
[6] scan
[6] policies
[6] initiatives
[6] around
[6] world'

Top Words in Tweet in G9:
[11] hkumed
[6] risk
[6] children
[6] adolescents
[6] contracting
[6] #covid19
[6] school
[6] relatively
[6] low
[6] identified

Top Words in Tweet in G10:
[6] recover
[6] effects
[6] #schoolclosure
[6] seek
[6] address
[6] pre
[6] existing
[6] #learning
[6] crisis
[5] eddevtrust

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[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 G1:
[4] #term3,#schoolclosure
[3] school,closure
[3] parents,think
[3] mental,health
[3] educational,institutions
[3] #schoolclosure,#onlinelearning
[2] schools,closed
[2] ontario,residents
[2] residents,parents
[2] think,kids

Top Word Pairs in Tweet in G2:
[3] #education,#schoolclosure
[3] covid,19
[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:
[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 G4:
[3] #schoolclosure,#covid19
[2] #us,teachers
[2] teachers,leave
[2] leave,look
[2] look,numbers
[2] numbers,lianaloewus
[2] lianaloewus,educationweek
[2] #taiwan,taipei
[2] taipei,taipei
[2] taipei,city

Top Word Pairs in Tweet in G5:
[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 G6:
[2] wild,fire
[2] educationgp1,lesufi
[2] lesufi,reginahmhaule
[2] #schoolclosure,#laudiumsunonline

Top Word Pairs in Tweet in G7:
[2] scertmaha,unicefindia
[2] unicefindia,vgarad
[2] vgarad,madhukarbanuri
[2] madhukarbanuri,siddeshsarma
[2] #research,#fln
[2] #fln,#leadership
[2] #leadership,#lfe
[2] #lfe,#equity
[2] #equity,#schoolclosure
[2] #schoolclosure,#onlinelearning

Top Word Pairs in Tweet in G8:
[6] education,#school
[6] #school,children
[6] children,during
[6] during,#covid19
[6] #covid19,scan
[6] scan,policies
[6] policies,initiatives
[6] initiatives,around
[6] around,world'
[5] misc_nerd,'#online

Top Word Pairs in Tweet in G9:
[6] risk,children
[6] children,adolescents
[6] adolescents,contracting
[6] contracting,#covid19
[6] #covid19,school
[6] school,relatively
[6] relatively,low
[6] low,hkumed
[6] hkumed,identified
[5] hkumed,risk

Top Word Pairs in Tweet in G10:
[6] recover,effects
[6] effects,#schoolclosure
[6] #schoolclosure,seek
[6] seek,address
[6] address,pre
[6] pre,existing
[6] existing,#learning
[6] #learning,crisis
[5] eddevtrust,recover
[5] crisis,consider

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@caryn_lieberman
@hkumed
@misc_nerd
@c
@eddevtrust
@alnolan
@campusgurupk
@rte_culture
@tiff08_
@madhukarbanuri

Top Mentioned in G1:
@sweet_tooth19
@musakayrak

Top Mentioned in G2:
@thirdviewinfo
@un
@save_children
@bidisha_pillai
@harrietgrant
@sallyhayd
@ruchikumar
@luke_tay_taylor
@guardian
@childfundindia

Top Mentioned in G3:
@amitctweets
@part
@parthjshah
@kbsfed
@kumaranand
@amitvarma
@pkhanghta
@meetasengupta
@karthik_econ
@azadime

Top Mentioned in G4:
@lianaloewus
@educationweek
@intl_ed_news
@alfanarmedia
@guardian
@ap
@gemreport
@unesco
@bbcnews
@taiwannews886

Top Mentioned in G5:
@caryn_lieberman

Top Mentioned in G6:
@dbe_sa
@educationgp1
@lesufi
@reginahmhaule
@healthza
@hamzahbava
@governmentza

Top Mentioned in G7:
@unicefindia
@vgarad
@madhukarbanuri
@siddeshsarma
@noponzigame

Top Mentioned in G8:
@misc_nerd
@c

Top Mentioned in G9:
@hkumed

Top Mentioned in G10:
@eddevtrust

Top Tweeters
Top Tweeters in Entire Graph:
@abscbnnews
@indianexpress
@guardian
@meeksvs
@feldart
@bbcnews
@omar_quraishi
@ap
@syawal
@torontoddg

Top Tweeters in G1:
@sweet_tooth19
@globalpandemics
@tomtolkien
@hotcountry1035
@sayblade
@amiaudio
@khabarhub_eng
@pragnews
@iamwrite
@trackside76

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

Top Tweeters in G3:
@meetasengupta
@realitycheckind
@amitctweets
@amitvarma
@shivanan09
@haryannvi
@nisaedu
@james_tooley
@pkhanghta
@parthjshah

Top Tweeters in G4:
@guardian
@bbcnews
@ap
@qbk_jitensya
@educationweek
@unesco
@taiwannews886
@gemreport
@alfanarmedia
@intl_ed_news

Top Tweeters in G5:
@meeksvs
@torontoddg
@wouldstaley93
@ambermac
@rebeccalee83
@hinapansari
@caryn_lieberman
@scimom538
@pmcgoldrick27
@denyselynch3

Top Tweeters in G6:
@governmentza
@lesufi
@hamzahbava
@dbe_sa
@healthza
@laudiumsun
@reginahmhaule
@educationgp1

Top Tweeters in G7:
@unicefindia
@madhukarbanuri
@lfe_ed
@siddeshsarma
@vgarad
@scertmaha
@noponzigame

Top Tweeters in G8:
@markj_ohnson
@distancelrnbot
@markwarschauer
@willwoods
@misc_nerd
@c
@fredrikmr

Top Tweeters in G9:
@syawal
@mercuriobryan
@hargreaves_s
@a_giorgini
@hkumed
@dan_leung_

Top Tweeters in G10:
@sandra_bax
@ukfiet
@eddevtrust
@mapleadvisory
@eddevtrustssa
@theruralitarian


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