schoolclosure, Twitter, 6/19/2021 3:31:46 AM, 257239


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schoolclosure_2021-06-18_20-24-00.xlsx
schoolclosure_2021-06-18_20-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3qb5M3m
@thirdviewinfo
@intl_ed_news
@guardian
@theprintindia
@lfe_ed
@madhukarbanuri
@siddeshsarma
@amitctweets
@anustup_nayak
@riannasfund

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

Description:
Description
The graph represents a network of 229 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, 19 June 2021 at 03:24 UTC.

The requested start date was Saturday, 19 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 77-day, 18-hour, 49-minute period from Thursday, 01 April 2021 at 16:10 UTC to Friday, 18 June 2021 at 11:00 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 : 229
Unique Edges : 167
Edges With Duplicates : 195
Total Edges : 362
Number of Edge Types : 5
Tweet : 79
Retweet : 72
MentionsInRetweet : 107
Replies to : 9
Mentions : 95
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0210526315789474
Reciprocated Edge Ratio : 0.0412371134020619
Connected Components : 72
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 67
Maximum Edges in a Connected Component : 109
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.894628
Graph Density : 0.00371562093005439
Modularity : 0.569587
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 229 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, 19 June 2021 at 03:24 UTC.

The requested start date was Saturday, 19 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 77-day, 18-hour, 49-minute period from Thursday, 01 April 2021 at 16:10 UTC to Friday, 18 June 2021 at 11:00 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

[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
[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

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:
[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 G4:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be


Top URLs in Tweet in G5:
[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 G9:
[1] https://twitter.com/i/web/status/1385511688162717696

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1397050660193927172

Top Domains
Top Domains in Tweet in Entire Graph:
[33] twitter.com
[10] campusguru.pk
[6] youtube.com
[5] blogspot.com
[4] co.uk
[3] google.com
[2] theprint.in
[2] com.pk
[2] theguardian.com
[2] hrw.org

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] theprint.in
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G3:
[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 G4:
[4] youtube.com

Top Domains in Tweet in G5:
[1] theprint.in

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:
[128] schoolclosure
[47] covid19
[12] education
[10] campusguru
[10] ncoc
[9] school
[9] shafqatmehmood
[8] exams
[8] onlinelearning
[8] drawwithalan



Top Hashtags in Tweet in G1:
[34] schoolclosure
[9] covid19
[6] term3
[3] covidontario
[3] onlinelearning
[2] coronavirus
[2] onpoli
[2] elearning
[2] kenya
[2] education2021

Top Hashtags in Tweet in G2:
[5] schoolclosure
[4] education
[2] digitaldivide
[2] learninggap
[2] rte
[1] ruralindia
[1] poverty
[1] nutrition
[1] childmarriage
[1] childabuse

Top Hashtags in Tweet in G3:
[10] covid19
[9] schoolclosure
[2] us
[2] remotelearning
[2] pandemic
[2] taiwan
[1] southamerica
[1] brazil
[1] ethiopia
[1] uganda

Top Hashtags in Tweet in G4:
[4] budgetprivateschool
[4] schoolclosure
[4] up
[1] indiafightscorona

Top Hashtags in Tweet in G5:
[10] schoolclosure

Top Hashtags in Tweet in G6:
[1] onpoli
[1] schoolclosure

Top Hashtags in Tweet in G7:
[3] schoolclosure
[2] covid19
[2] laudiumsunonline
[1] covid_19
[1] thirdwave

Top Hashtags in Tweet in G8:
[2] research
[2] fln
[2] leadership
[2] lfe
[2] equity
[2] schoolclosure
[2] onlinelearning

Top Hashtags in Tweet in G9:
[6] online
[6] school
[6] covid19

Top Hashtags in Tweet in G10:
[6] covid19

Top Words
Top Words in Tweet in Entire Graph:
[128] #schoolclosure
[47] #covid19
[40] school
[22] education
[22] kids
[19] schools
[19] children
[19] parents
[14] 12
[14] tomorrow

Top Words in Tweet in G1:
[34] #schoolclosure
[18] school
[9] #covid19
[7] closed
[6] closure
[6] more
[6] schools
[6] #term3
[5] children
[5] home

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

Top Words in Tweet in G3:
[10] #covid19
[9] #schoolclosure
[6] schools
[4] school
[4] leave
[4] taipei
[3] intl_ed_news
[3] countries
[2] closures
[2] poorer

Top Words in Tweet in G4:
[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 G5:
[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 G6:
[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 G7:
[3] dbe_sa
[3] #schoolclosure
[3] covid19
[2] laudium
[2] wild
[2] fire
[2] reported
[2] educationgp1
[2] lesufi
[2] reginahmhaule

Top Words in Tweet in G8:
[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 G9:
[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 G10:
[11] hkumed
[6] risk
[6] children
[6] adolescents
[6] contracting
[6] #covid19
[6] school
[6] relatively
[6] low
[6] identified

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] 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:
[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 G4:
[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 G5:
[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 G6:
[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 G7:
[2] wild,fire
[2] educationgp1,lesufi
[2] lesufi,reginahmhaule
[2] #schoolclosure,#laudiumsunonline

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@theprintindia
@caryn_lieberman
@shekhargupta
@priampillai
@hkumed
@misc_nerd
@c
@eddevtrust
@alnolan
@campusgurupk

Top Mentioned in G1:
@sweet_tooth19
@musakayrak

Top Mentioned in G2:
@thirdviewinfo
@childfundindia
@aekta14
@manmohan4peace
@sunandaranjan
@soniyaagrawal21
@theprintindia
@reetiks
@anuja2182
@safeenahusain

Top Mentioned in G3:
@intl_ed_news
@lianaloewus
@educationweek
@telegr
@telegraph
@guardian
@ap
@gemreport
@unesco
@bbcnews

Top Mentioned in G4:
@amitctweets
@part
@parthjshah
@kbsfed
@kumaranand
@amitvarma
@pkhanghta
@meetasengupta
@karthik_econ
@azadime

Top Mentioned in G5:
@shekhargupta
@theprintindia
@priampillai

Top Mentioned in G6:
@caryn_lieberman

Top Mentioned in G7:
@dbe_sa
@educationgp1
@lesufi
@reginahmhaule
@healthza
@hamzahbava
@governmentza

Top Mentioned in G8:
@unicefindia
@vgarad
@madhukarbanuri
@siddeshsarma
@noponzigame

Top Mentioned in G9:
@misc_nerd
@c

Top Mentioned in G10:
@hkumed

Top Tweeters
Top Tweeters in Entire Graph:
@abscbnnews
@indianexpress
@guardian
@meeksvs
@feldart
@bbcnews
@telegraph
@omar_quraishi
@torontostar
@ap

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

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

Top Tweeters in G3:
@guardian
@bbcnews
@telegraph
@torontostar
@ap
@qbk_jitensya
@educationweek
@unesco
@taiwannews886
@gemreport

Top Tweeters in G4:
@meetasengupta
@realitycheckind
@amitctweets
@amitvarma
@shivanan09
@haryannvi
@nisaedu
@james_tooley
@pkhanghta
@parthjshah

Top Tweeters in G5:
@theprintindia
@shekhargupta
@kittii31
@ombhattacharya
@shaakbhaji
@francis_joseph
@thisisishwar
@anuragbox
@priampillai
@abhishe53923121

Top Tweeters in G6:
@meeksvs
@torontoddg
@wouldstaley93
@ambermac
@rebeccalee83
@hinapansari
@caryn_lieberman
@scimom538
@pmcgoldrick27
@denyselynch3

Top Tweeters in G7:
@governmentza
@lesufi
@hamzahbava
@dbe_sa
@healthza
@laudiumsun
@reginahmhaule
@jobepp
@educationgp1

Top Tweeters in G8:
@unicefindia
@madhukarbanuri
@lfe_ed
@siddeshsarma
@vgarad
@scertmaha
@noponzigame

Top Tweeters in G9:
@markj_ohnson
@distancelrnbot
@markwarschauer
@willwoods
@misc_nerd
@c
@fredrikmr

Top Tweeters in G10:
@syawal
@mercuriobryan
@hargreaves_s
@a_giorgini
@hkumed
@dan_leung_


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