schoolclosure, Twitter, 7/29/2021 8:26:54 AM, 259028


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schoolclosure_2021-07-29_00-34-17.xlsx
schoolclosure_2021-07-29_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3BMCGwV
@thirdviewinfo
@gciswestrand
@dbe_sa
@section27news
@intl_ed_news
@newindianxpress
@laudiumsun
@telegraph
@parents_utd
@peterandann

Top hashtags:
#schoolclosure
#covid19
#alertlevel4
#staysafe
#onlinelearning
#education

Description:
Description
The graph represents a network of 276 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, 29 July 2021 at 07:35 UTC.

The requested start date was Thursday, 29 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 85-day, 14-hour, 52-minute period from Monday, 03 May 2021 at 07:11 UTC to Tuesday, 27 July 2021 at 22:04 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 : 276
Unique Edges : 197
Edges With Duplicates : 294
Total Edges : 491
Number of Edge Types : 5
Retweet : 123
MentionsInRetweet : 172
Tweet : 78
Mentions : 108
Replies to : 10
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0393700787401575
Reciprocated Edge Ratio : 0.0757575757575758
Connected Components : 69
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 49
Maximum Edges in a Connected Component : 117
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.496749
Graph Density : 0.00347826086956522
Modularity : 0.544403
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 276 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, 29 July 2021 at 07:35 UTC.

The requested start date was Thursday, 29 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 85-day, 14-hour, 52-minute period from Monday, 03 May 2021 at 07:11 UTC to Tuesday, 27 July 2021 at 22:04 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
[3] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[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/
[3] https://www.kentonline.co.uk/kent/news/nearly-12-000-pupils-not-in-class-because-of-covid-249790/
[2] https://meetings.hubspot.com/jennie/walkthrough?utm_source=Twitterorganic&utm_medium=SMpost&utm_campaign=APAC-campaign
[2] https://apnews.com/article/lifestyle-health-education-coronavirus-pandemic-sri-lanka-6f822d1e3d78314d4505cf1dde747e15
[2] https://www.newindianexpress.com/cities/chennai/2021/jul/18/with-schoolclosure-lack-of-gadgets-children-left-to-their-own-devices-2331773.html
[2] https://www.hrw.org/news/2021/05/17/pandemics-dire-global-impact-education
[2] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[2] https://www.hrw.org/news/2021/05/17/pandemics-dire-global-impact-education
[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://indianexpress.com/article/india/tamil-nadu-amid-covid-19-lockdown-nilgiris-witnessing-rise-in-cases-of-child-marriages-sexual-abuse-7298115/
[1] https://www.independent.co.uk/news/world/covid-india-school-children-pandemic-b1876915.html

Top URLs in Tweet in G2:
[2] https://www.instagram.com/accounts/login/
[1] https://block.fiverr.com/index.html?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL2I1NXFBYT8=&uuid=7f5f8b50-af4e-11eb-b26a-459146e4b2cd&vid=
[1] https://www.pediastaff.com/blog/how-the-closure-of-in-school-learning-damaged-u-s-childrens-mental-health-during-the-pandemic-86044
[1] https://twitter.com/i/web/status/1392420552850251779
[1] https://twitter.com/i/web/status/1392875493188321285
[1] http://www.ami.ca/ListenLive
[1] https://www.amazon.co.uk/Energy-Eft-Teenagers-Happiness-Techniques/dp/1908269650/
[1] https://twitter.com/i/web/status/1397813289212469249
[1] https://www.kahawatungu.com/nyandaruas-uhuru-primary-school-closed-as-pupils-test-positive-for-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[1] https://cenadvisory.blogspot.com/search/label/CEN%20ACTIVE%20Threat%20News

Top URLs in Tweet in G4:
[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.edweek.org/teaching-learning/why-teachers-leave-or-dont-a-look-at-the-numbers/2021/05
[2] https://www.telegraph.co.uk/global-health/science-and-disease/covid-school-closures-poorer-countriescould-affect-generation/
[2] https://apnews.com/article/lifestyle-health-education-coronavirus-pandemic-sri-lanka-6f822d1e3d78314d4505cf1dde747e15
[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://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://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.theguardian.com/politics/2021/jun/02/education-recovery-chief-kevan-collins-quit-english-schools-catch-up-row

Top URLs in Tweet in G6:
[3] https://www.kentonline.co.uk/kent/news/nearly-12-000-pupils-not-in-class-because-of-covid-249790/
[1] https://www.kentonline.co.uk/sittingbourne/news/260-pupils-sent-home-to-isolate-250505/
[1] https://twitter.com/i/web/status/1409538362164318209

Top URLs in Tweet in G7:
[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 G8:
[3] https://thedocs.worldbank.org/en/doc/ad051a46025d91c1ba43fcfda04bb9b4-0090012021/original/Communication-21-5-2021.pdf
[1] https://twitter.com/i/web/status/1409920104645730304
[1] https://twitter.com/i/web/status/1414253508673540096

Top URLs in Tweet in G9:
[1] 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 G10:
[1] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2776608

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[11] co.uk
[5] blogspot.com
[4] newindianexpress.com
[3] youtube.com
[3] worldbank.org
[3] baaghitv.com
[3] fiverr.com
[2] theguardian.com
[2] hubspot.com

Top Domains in Tweet in G1:
[2] hrw.org
[1] newindianexpress.com
[1] indianexpress.com
[1] co.uk

Top Domains in Tweet in G2:
[7] twitter.com
[3] fiverr.com
[2] whova.com
[2] instagram.com
[2] newindianexpress.com
[1] pediastaff.com
[1] ami.ca
[1] co.uk
[1] kahawatungu.com
[1] blogspot.com

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

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

Top Domains in Tweet in G6:
[4] co.uk
[1] twitter.com

Top Domains in Tweet in G7:
[1] theprint.in

Top Domains in Tweet in G8:
[3] worldbank.org
[2] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[179] schoolclosure
[47] covid19
[28] alertlevel4
[24] staysafe
[10] onlinelearning
[9] education
[6] nolaed
[6] privatization
[6] school
[6] digitaldivide



Top Hashtags in Tweet in G1:
[5] schoolclosure
[2] education
[2] learninggap
[2] rte
[1] countries
[1] mitigate
[1] learningloss
[1] childmarriage
[1] childabuse
[1] dropout

Top Hashtags in Tweet in G2:
[34] schoolclosure
[7] covid19
[5] term3
[3] quarantinelife
[3] coronavirusoutbreak
[3] borisresign
[3] universitychallenge
[3] nofansmonday
[3] hartaberfair
[3] school

Top Hashtags in Tweet in G3:
[23] alertlevel4
[23] schoolclosure
[23] staysafe

Top Hashtags in Tweet in G4:
[10] schoolclosure
[4] lockdownlevel4
[1] covid19sa
[1] 3rdwave
[1] ramaphosa
[1] zwelimkhize
[1] covid19
[1] alertlevel4
[1] staysafe

Top Hashtags in Tweet in G5:
[10] schoolclosure
[9] covid19
[3] india
[2] delhi
[2] teachers
[2] us
[2] sierraleone
[2] srilanka
[2] onlinelearning
[2] edtech

Top Hashtags in Tweet in G6:
[4] schoolclosure
[3] kent

Top Hashtags in Tweet in G7:
[10] schoolclosure

Top Hashtags in Tweet in G8:
[17] covid19
[13] schoolclosure
[3] distancelearning

Top Hashtags in Tweet in G10:
[1] covid19
[1] pandemic
[1] schoolclosure
[1] grandrounds
[1] drbzima

Top Words
Top Words in Tweet in Entire Graph:
[179] #schoolclosure
[71] school
[47] #covid19
[46] 19
[41] schools
[41] july
[40] education
[40] winter
[32] 2021
[30] end

Top Words in Tweet in G1:
[6] education
[5] #schoolclosure
[5] thirdviewinfo
[4] expert
[4] meetasengupta
[4] once
[4] online
[4] learning
[4] such
[4] concept

Top Words in Tweet in G2:
[34] #schoolclosure
[15] school
[7] #covid19
[6] during
[5] children
[5] #term3
[5] kids
[5] closed
[4] learning
[4] covid

Top Words in Tweet in G3:
[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 G4:
[23] section27news
[20] schools
[15] july
[14] winter
[14] 19
[13] public
[13] closing
[13] week
[13] earlier
[13] come

Top Words in Tweet in G5:
[10] #schoolclosure
[9] #covid19
[8] schools
[6] school
[5] online
[5] intl_ed_news
[4] leave
[4] taipei
[3] #india
[3] parents

Top Words in Tweet in G6:
[6] parents_utd
[4] #schoolclosure
[3] #kent
[3] stoicold
[3] telegraph
[3] safeedforall_uk
[3] schoolsweek
[3] karamballes
[3] ukactionteam
[3] gavinwilliamson

Top Words in Tweet in G7:
[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 G8:
[20] important
[17] during
[17] #covid19
[17] especially
[17] education
[17] officials
[17] manage
[17] communications
[13] #schoolclosure
[11] wbg_education

Top Words in Tweet in G9:
[3] access
[3] device
[3] learn
[3] online
[3] many
[3] underprivileged
[3] children
[3] tamil
[3] nadu
[3] option

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] 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] tamil,nadu

Top Word Pairs in Tweet in G2:
[4] #term3,#schoolclosure
[3] #quarantinelife,#coronavirusoutbreak
[3] #coronavirusoutbreak,#borisresign
[3] #borisresign,#universitychallenge
[3] #universitychallenge,#schoolclosure
[3] #schoolclosure,#nofansmonday
[3] #nofansmonday,#hartaberfair
[3] #schoolclosure,#onlinelearning
[3] school,closures
[2] hi,looking

Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[4] #schoolclosure,#covid19
[3] getting,online
[2] #india,#delhi
[2] #delhi,government
[2] government,hold
[2] hold,special
[2] special,parent
[2] parent,teacher
[2] teacher,meeting
[2] meeting,parents

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[17] during,#covid19
[17] #covid19,especially
[17] especially,important
[17] important,education
[17] education,officials
[17] officials,manage
[17] manage,communications
[13] communications,#schoolclosure
[10] wbg_education,during
[3] #schoolclosure,re

Top Word Pairs in Tweet in G9:
[3] access,device
[3] device,learn
[3] learn,online
[3] online,many
[3] many,underprivileged
[3] underprivileged,children
[3] children,tamil
[3] tamil,nadu
[3] nadu,option
[2] newindianxpress,access

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

Top Mentioned in G1:
@thirdviewinfo
@meetasengupta
@madhukarbanuri
@subirshukla
@jaimesaavedra22
@mehtasumeet
@meenmenon
@anindasardar
@dasguptanandini
@aboutimpact

Top Mentioned in G2:
@biz_education

Top Mentioned in G3:
@gciswestrand

Top Mentioned in G4:
@section27news
@dbe_sa
@presidencyza
@gciswestrand

Top Mentioned in G5:
@intl_ed_news
@lianaloewus
@educationweek
@ap
@indiatoday
@telegraph
@bbcnews
@taiwannews886
@alfanarmedia

Top Mentioned in G6:
@parents_utd
@telegraph
@safeedforall_uk
@schoolsweek
@karamballes
@ukactionteam
@gavinwilliamson
@lottebear99
@kimmie_roosa
@stoicold

Top Mentioned in G7:
@shekhargupta
@theprintindia
@priampillai

Top Mentioned in G8:
@wbg_education
@gpforeducation

Top Mentioned in G9:
@newindianxpress
@xpresstn
@sushmitharam
@kponmudimla
@mkstalin
@cmotamilnadu

Top Mentioned in G10:
@uclamch
@aapcadocs
@ameracadpeds
@lapublichealth
@publichealth
@infectiousdz
@jamapediatrics

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@independent
@abscbnnews
@indiatoday
@ndtv
@indianexpress
@guardian
@newindianxpress
@18akgoyal
@feldart

Top Tweeters in G1:
@independent
@indianexpress
@meetasengupta
@hrw
@masalabai
@joshuaseigal
@anindasardar
@girishmenonstir
@loukaparry
@reetiks

Top Tweeters in G2:
@ptcnews
@logicalindians
@kjinvestigator
@gadgetsupdate1
@amiaudio
@mlchandler01
@lynnschore
@rjp_2020
@venkat_ganesh13
@benge_nicola

Top Tweeters in G3:
@moushzn
@saps_20023
@ephraimmanamela
@theemzwandile
@thobeka_rare
@capsradiosa
@sellopelo3
@kagisosedikwe
@c_supernerd_k
@nyakallomtolo

Top Tweeters in G4:
@mimzv
@dallacbo
@mashobane61
@steynclan
@carl_ce50
@mandywiener
@section27news
@equal_education
@covidsupportsa
@dbe_sa

Top Tweeters in G5:
@indiatoday
@ndtv
@guardian
@bbcnews
@torontostar
@ap
@qbk_jitensya
@polypolilive
@educationweek
@sweetcookiesme

Top Tweeters in G6:
@telegraph
@peterandann
@dmodoscutter
@ukactionteam
@schoolsweek
@karamballes
@parents_utd
@becky46832359
@safeedforall_uk
@stoicold

Top Tweeters in G7:
@theprintindia
@shekhargupta
@kittii31
@ombhattacharya
@shaakbhaji
@francis_joseph
@thisisishwar
@anuragbox
@priampillai
@abhishe53923121

Top Tweeters in G8:
@distancelrnbot
@gpforeducation
@catheducation
@wbg_education
@alixrodriguezg
@luizamino
@onlinehubng
@diegolunabaz
@schraderking

Top Tweeters in G9:
@newindianxpress
@ejamshed
@xpresstn
@kmdharan
@cmotamilnadu
@mkstalin
@kponmudimla
@sushmitharam

Top Tweeters in G10:
@infectiousdz
@griz1
@publichealth
@jamapediatrics
@ameracadpeds
@lapublichealth
@uclamch
@aapcadocs


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