schoolclosure, Twitter, 5/6/2021 8:55:33 AM, 254251


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schoolclosure_2021-05-06_00-34-17.xlsx
schoolclosure_2021-05-06_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3h29gms
@thirdviewinfo
@un
@unicefindia
@nvitweets
@lfe_ed
@alnolan
@pradeep45377304
@meenap71863237
@unicef
@amitctweets

Top hashtags:
#schoolclosure
#drawwithalan
#covid19
#education
#remotelearning
#keepcreativeirl

Description:
Description
The graph represents a network of 376 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, 06 May 2021 at 07:35 UTC.

The requested start date was Thursday, 06 May 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 93-day, 1-hour, 28-minute period from Monday, 01 February 2021 at 01:35 UTC to Wednesday, 05 May 2021 at 03:04 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 : 376
Unique Edges : 211
Edges With Duplicates : 558
Total Edges : 769
Number of Edge Types : 5
Retweet : 198
MentionsInRetweet : 250
Mentions : 121
Replies to : 10
Tweet : 190
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.0215827338129496
Reciprocated Edge Ratio : 0.0422535211267606
Connected Components : 137
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 171
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.391742
Graph Density : 0.00201418439716312
Modularity : 0.425543
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 376 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, 06 May 2021 at 07:35 UTC.

The requested start date was Thursday, 06 May 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 93-day, 1-hour, 28-minute period from Monday, 01 February 2021 at 01:35 UTC to Wednesday, 05 May 2021 at 03:04 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:
[6] https://campusguru.pk/ur/news/private-schools-cannot-bear-more-closures
[6] https://apps.apple.com/gb/app-bundle/maths-resources-bundle/id1500194664
[5] https://apps.apple.com/us/app/fine-motor-skills-practice/id880970066
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be

[3] https://www.rte.ie/culture/2021/0216/1197478-draw-with-alan-how-to-draw-a-penguin/
[3] https://reallygiantposters.com/discount/20%2525off
[3] https://entirely.media/education/business-news/uk/north-west/manchester/children-at-risk-of-harm-during-lockdown-charity-warns2459
[3] https://edclass.com/edclass-tv-guide
[3] https://apps.apple.com/gb/app-bundle/world-geography-puzzles/id1511390969
[2] https://www.weareteachers.com/best-podcasts-for-kids/#.XnBWGH21QtA.twitter

Top URLs in Tweet in G1:
[2] https://www.yourworldevents.com/2021/03/pakistan-extends-school-closures-amid.html?spref=tw
[2] https://www.summeradvantage.org/readingadvantage
[1] https://www.kaligo-apps.com/kaligo-practice/
[1] https://www.theguardian.com/global-development/2021/feb/04/class-cancelled-how-covid-school-closures-blocked-routes-out-of-poverty
[1] https://www.bbc.co.uk/news/education-55924815
[1] https://twitter.com/i/web/status/1361337727518703618
[1] https://www.stpatsbns.eu/distance-learning
[1] https://twitter.com/i/web/status/1363617767782567942
[1] https://www.dr-kid.net/covid19-schoolclosure
[1] https://twitter.com/i/web/status/1364659708062093312

Top URLs in Tweet in G2:
[2] https://www.outlookindia.com/newsscroll/one-in-four-children-say-financial-woes-a-big-stress-factor-during-covid-lockdown-months-study/2052327
[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://theprint.in/india/education/school-closure-has-made-a-dent-in-language-math-skills-among-children-study/602711/
[1] https://twitter.com/i/web/status/1359793446899363840
[1] https://www.thehindubusinessline.com/news/education/over-50-of-students-dont-have-access-to-internet-survey/article33859585.ece
[1] https://www.news18.com/news/opinion/a-year-into-the-pandemic-does-india-consider-running-schools-an-essential-activity-3444755.html
[1] https://www.economist.com/leaders/2021/02/20/only-7-of-urban-indian-women-have-paid-jobs
[1] https://www.unicef.org/press-releases/10-million-additional-girls-risk-child-marriage-due-covid-19
[1] https://twitter.com/i/web/status/1368892524081856516
[1] https://twitter.com/i/web/status/1372539480977121281

Top URLs in Tweet in G3:
[3] https://www.rte.ie/culture/2021/0216/1197478-draw-with-alan-how-to-draw-a-penguin/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dczz-K2Cnm8o&q=EgS4SO-bGLK4zoQGIhkA8aeDS6GoqpI5kDvLV6jsRAbUjwXF3EOIMgFy
[1] https://twitter.com/i/web/status/1359079171553701888
[1] https://twitter.com/i/web/status/1361621140804947971
[1] https://twitter.com/i/web/status/1364139678803386369
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXU1NkVLmCvM&q=EgS4SO-bGKW4zoQGIhkA8aeDSxUm9UpZqOCRhGXWB7aTQd_M-aPgMgFy
[1] https://twitter.com/i/web/status/1369225988878594049
[1] https://twitter.com/i/web/status/1371759416870064128
[1] https://twitter.com/i/web/status/1371759876259581953
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Df8Rp5b7icLc&q=EgS4SO-bGJy4zoQGIhkA8aeDS4zYSAYGTV8ov7_3v2p6mA5vEt_lMgFy

Top URLs in Tweet in G4:
[1] https://rightscorridor.com/800-million-children-worldwide-still-not-fully-back-in-classes-unicef/
[1] https://newsvibesofindia.com/covid-19-impact-could-result-in-10-mn-more-child-marriages-unicef-56370/
[1] https://newsvibesofindia.com/over-168-mn-children-missed-school-for-almost-a-year-due-to-lockdowns-unicef-56004/
[1] https://twitter.com/i/web/status/1368869812290547716
[1] https://our.today/unicef-report-cites-negative-impact-of-school-closures-affecting-millions-of-children-throughout-latin-america-and-the-caribbean/
[1] https://twitter.com/i/web/status/1368939570281115650

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be


Top URLs in Tweet in G7:
[1] https://www.news-medical.net/news/20200825/Assessing-the-risk-of-COVID-19-outbreaks-once-schools-reopen.aspx

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1359848265127190531

Top URLs in Tweet in G9:
[1] https://gemreportunesco.wordpress.com/2021/04/13/cancel-exams-what-is-an-appropriate-response-to-the-covid-19-disruption/
[1] https://www.telegraph.co.uk/global-health/climate-and-people/global-nutrition-crisis-looms-hungry-children-locked-school/
[1] https://twitter.com/i/web/status/1358072939271356419
[1] https://twitter.com/i/web/status/1368305401268219904
[1] https://www.itv.com/news/2021-02-23/secondary-schools-to-deliver-summer-provision-as-part-of-700m-catch-up-scheme
[1] https://www.theglobeandmail.com/canada/article-bc-students-to-take-standardized-tests-despite-educators-concerns/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.washingtonpost.com/education/pandemic-schools-students-missing/2021/02/25/f0b27262-5ce8-11eb-a976-bad6431e03e2_story.html?tid=ss_tw
[1] http://timesofindia.indiatimes.com/home/education/news/almost-50-unable-to-take-online-exam/articleshow/81198596.cms?utm_source=twitter.com&utm_medium=social&utm_campaign=TOIDesktop
[1] https://apnews.com/article/general-news-hungary-education-56cfbb87053bae8ede88830908bfc5b3
[1] https://twitter.com/i/web/status/1385624562767908865

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1389777906952380416
[1] https://twitter.com/i/web/status/1373484248137494528

Top Domains
Top Domains in Tweet in Entire Graph:
[96] twitter.com
[19] campusguru.pk
[16] apple.com
[8] rte.ie
[6] google.com
[5] co.uk
[4] youtube.com
[4] nostartoguideme.com
[3] theprint.in
[3] theguardian.com

Top Domains in Tweet in G1:
[30] twitter.com
[3] attachmentmummy.com
[2] co.uk
[2] yourworldevents.com
[2] summeradvantage.org
[2] eldrok.com
[1] kaligo-apps.com
[1] theguardian.com
[1] stpatsbns.eu
[1] dr-kid.net

Top Domains in Tweet in G2:
[8] twitter.com
[3] theprint.in
[2] indianexpress.com
[2] outlookindia.com
[1] thehindubusinessline.com
[1] news18.com
[1] economist.com
[1] unicef.org
[1] org.in
[1] un.org

Top Domains in Tweet in G3:
[8] rte.ie
[7] twitter.com
[6] google.com
[1] alannolan.ie
[1] seesaw.me

Top Domains in Tweet in G4:
[2] newsvibesofindia.com
[2] twitter.com
[1] rightscorridor.com
[1] our.today

Top Domains in Tweet in G5:
[4] youtube.com

Top Domains in Tweet in G7:
[1] news-medical.net

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

Top Domains in Tweet in G9:
[3] twitter.com
[1] wordpress.com
[1] co.uk
[1] itv.com
[1] theglobeandmail.com
[1] washingtonpost.com
[1] indiatimes.com
[1] apnews.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[210] schoolclosure
[76] drawwithalan
[62] covid19
[36] education
[25] remotelearning
[20] keepcreativeirl
[20] covid19ireland
[19] schools
[19] campusguru
[18] lockdown



Top Hashtags in Tweet in G1:
[54] schoolclosure
[13] covid19
[7] education
[6] schools
[5] lockdown
[5] homeschool
[4] covid
[4] onlinelearning
[4] onlinehomeschool
[4] zoomlessons

Top Hashtags in Tweet in G2:
[7] schoolclosure
[5] education
[3] childmarriage
[3] childabuse
[3] digitaldivide
[3] learninggap
[2] schooldropout
[2] pandemic
[1] dropout
[1] pocso

Top Hashtags in Tweet in G3:
[76] drawwithalan
[20] keepcreativeirl
[20] covid19ireland
[20] schoolclosure
[18] createdontcontaminate
[9] backtoschool
[6] schoolsreopening
[3] seesawlearning
[3] edchatie
[3] edshareie

Top Hashtags in Tweet in G4:
[5] schoolclosure
[4] schools
[3] covid
[3] unicef
[2] research
[2] fln
[2] leadership
[2] lfe
[2] equity
[2] onlinelearning

Top Hashtags in Tweet in G5:
[4] budgetprivateschool
[4] schoolclosure
[4] up
[1] indiafightscorona

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

Top Hashtags in Tweet in G7:
[1] children
[1] school
[1] education
[1] schoolclosure
[1] coronavirus
[1] hygiene
[1] covid19
[1] sarscov2

Top Hashtags in Tweet in G8:
[10] covid19
[10] schoolclosures

Top Hashtags in Tweet in G9:
[6] covid19
[6] schoolclosure
[2] india
[2] schoolreopening
[2] remotelearning
[1] exams
[1] testing
[1] algerie
[1] uk
[1] france

Top Hashtags in Tweet in G10:
[4] children
[3] schoolmerger
[3] schoolclosure

Top Words
Top Words in Tweet in Entire Graph:
[210] #schoolclosure
[76] #drawwithalan
[65] school
[64] alnolan
[62] #covid19
[62] draw
[52] week
[52] tuesday
[49] lockdown
[49] tch

Top Words in Tweet in G1:
[54] #schoolclosure
[22] school
[13] #covid19
[9] schools
[8] closed
[8] closure
[7] parents
[7] #education
[6] closures
[6] #schools

Top Words in Tweet in G2:
[12] covid
[9] 19
[7] #schoolclosure
[7] children
[6] school
[6] india
[5] thirdviewinfo
[5] lockdown
[5] students
[5] #education

Top Words in Tweet in G3:
[76] #drawwithalan
[64] alnolan
[62] draw
[49] tch
[47] tuesday
[41] lockdown
[41] week
[39] happy
[39] along
[28] rte_culture

Top Words in Tweet in G4:
[13] unicef
[9] unicefindia
[7] mn
[7] unicefchief
[6] due
[5] #schoolclosure
[4] risk
[4] #schools
[4] nvitweets
[4] 10

Top Words in Tweet in G5:
[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 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] medrxivpreprint
[2] jdmunday
[2] kathsherratt
[2] sophiemeakin
[2] hoekjvan
[2] sbfnk
[2] assessing
[2] risk
[2] covid
[2] 19

Top Words in Tweet in G8:
[10] hear
[10] more
[10] devastating
[10] impact
[10] #covid19
[10] lockdowns
[10] #schoolclosures
[10] children
[10] particularly
[10] those

Top Words in Tweet in G9:
[6] #covid19
[6] #schoolclosure
[4] schools
[3] students
[2] #india
[2] face
[2] #schoolreopening
[2] take
[2] lacking
[2] #remotelearning

Top Words in Tweet in G10:
[8] schools
[7] high
[7] smeodisha
[4] first
[4] primary
[4] being
[4] shut
[4] down
[4] #children
[4] need

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] draw,along
[38] happy,tuesday
[31] tch,tch
[30] lockdown,draw
[29] alnolan,happy
[24] rte_culture,featuring
[23] #drawwithalan,lockdown
[20] #keepcreativeirl,#covid19ireland
[19] week,#drawwithalan
[18] #drawwithalan,draw

Top Word Pairs in Tweet in G1:
[5] school,closures
[5] #schoolclosure,#covid19
[5] school,closure
[4] #schools,#schoolclosure
[4] covid,19
[3] #onlinehomeschool,#onlinelessons
[3] #onlinelessons,#zoomlessons
[3] #remotelearning,#tutorrecommendation
[3] #tutorrecommendation,#onlinetutor
[3] #onlinetutor,#onlinetuition

Top Word Pairs in Tweet in G2:
[9] covid,19
[5] due,covid
[3] merely,school
[3] school,students
[3] students,india
[3] india,internet
[3] internet,access
[3] access,education
[3] education,disruption
[3] disruption,due

Top Word Pairs in Tweet in G3:
[39] draw,along
[38] happy,tuesday
[31] tch,tch
[30] lockdown,draw
[29] alnolan,happy
[24] rte_culture,featuring
[23] #drawwithalan,lockdown
[20] #keepcreativeirl,#covid19ireland
[19] week,#drawwithalan
[18] #drawwithalan,draw

Top Word Pairs in Tweet in G4:
[7] unicef,unicefindia
[7] unicefindia,unicefchief
[4] 10,mn
[4] unicef,unicef
[3] mn,additional
[3] additional,girls
[3] girls,risk
[3] risk,child
[3] child,marriage
[3] marriage,due

Top Word Pairs in Tweet in G5:
[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 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] jdmunday,medrxivpreprint
[2] medrxivpreprint,kathsherratt
[2] kathsherratt,sophiemeakin
[2] sophiemeakin,hoekjvan
[2] hoekjvan,sbfnk
[2] sbfnk,assessing
[2] assessing,risk
[2] risk,covid
[2] covid,19
[2] 19,outbreaks

Top Word Pairs in Tweet in G8:
[10] hear,more
[10] more,devastating
[10] devastating,impact
[10] impact,#covid19
[10] #covid19,lockdowns
[10] lockdowns,#schoolclosures
[10] #schoolclosures,children
[10] children,particularly
[10] particularly,those
[9] childrightsirl,hear

Top Word Pairs in Tweet in G9:
[3] #schoolclosure,#covid19
[2] #covid19,#schoolreopening
[2] #schoolreopening,#schoolclosure

Top Word Pairs in Tweet in G10:
[4] first,primary
[4] primary,schools
[4] schools,high
[4] high,schools
[4] schools,being
[4] being,shut
[4] shut,down
[4] down,smeodisha
[4] smeodisha,#children
[4] #children,need

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@alnolan
@rte_culture
@caryn_lieberman
@unicefindia
@unicef
@childrightsirl
@eddevtrust
@smeodisha
@unicefchief
@un

Top Mentioned in G1:
@drandreaskruger
@write_pure
@yourworldevent1
@sweet_tooth19
@musakayrak

Top Mentioned in G2:
@thirdviewinfo
@save_children
@reetiks
@anuja2182
@safeenahusain
@shailesh262
@rachanasharmam
@koushiktweets
@indianexpress
@thetribunechd

Top Mentioned in G3:
@alnolan
@rte_culture
@j_a_debrun

Top Mentioned in G4:
@unicefindia
@unicef
@unicefchief
@un
@nvitweets
@vgarad
@madhukarbanuri
@siddeshsarma
@ministryw

Top Mentioned in G5:
@amitctweets
@part
@parthjshah
@kbsfed
@kumaranand
@amitvarma
@pkhanghta
@meetasengupta
@karthik_econ
@azadime

Top Mentioned in G6:
@caryn_lieberman

Top Mentioned in G7:
@medrxivpreprint
@kathsherratt
@sophiemeakin
@hoekjvan
@sbfnk
@newsmedical
@jdmunday
@lshtm
@edinburghuni
@unileidennews

Top Mentioned in G8:
@childrightsirl

Top Mentioned in G9:
@gemreport
@unesco
@itv
@globeandmail
@bymoriah
@washingtonpost
@timesofindia
@ap

Top Mentioned in G10:
@smeodisha
@sameetpanda
@bimalpandia

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@indianexpress
@cybersecurityn8
@guardian
@timesofindia
@rt_himachal
@globeandmail
@meeksvs
@bbcnews
@cia0c

Top Tweeters in G1:
@deccanchronicle
@attachmentmumma
@roznama_express
@flyingeze
@sweet_tooth19
@sjcnkotb
@globalpandemics
@shorenewsnj
@tomtolkien
@nadirdaman

Top Tweeters in G2:
@indianexpress
@guardian
@thetribunechd
@theprintindia
@sallyhayd
@save_children
@ruchikumar
@reetiks
@poojataparia
@dayasagar95

Top Tweeters in G3:
@stephen_c_ward
@thingsyouneed2k
@sarahwebbishere
@dlr_libraries
@aidcourtney
@irishcomicnews
@obrienpress
@jason1kent
@rte_culture
@draiocht_blanch

Top Tweeters in G4:
@un
@unicef
@ministrywcd
@unicefindia
@eduminofindia
@nvitweets
@madhukarbanuri
@unicefchief
@uwimona
@meenap71863237

Top Tweeters in G5:
@meetasengupta
@realitycheckind
@amitctweets
@shivanan09
@amitvarma
@haryannvi
@nisaedu
@james_tooley
@pkhanghta
@parthjshah

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

Top Tweeters in G7:
@newsmedical
@unileiden
@medrxivpreprint
@lshtm
@edinburghuni
@alina_garner
@unileidennews
@sbfnk
@jdmunday
@kathsherratt

Top Tweeters in G8:
@castletonian
@dalkeyhead
@cauverymadhavan
@childrightsirl
@echochamberspod
@lorainemulligan
@edelmcdevitt8
@khfdn
@katherine_janeh
@theparentingne1

Top Tweeters in G9:
@timesofindia
@globeandmail
@washingtonpost
@ap
@itv
@unesco
@gemreport
@bymoriah
@intl_ed_news

Top Tweeters in G10:
@bimalpandia
@sameetpanda
@hkkhatua
@kumbharremanand
@dheeraj21186
@odisharte
@smeodisha
@sagarikaray13