schoolclosure, Twitter, 4/10/2021 4:58:04 AM, 252501


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schoolclosure_2021-04-09_20-24-00.xlsx
schoolclosure_2021-04-09_20-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/324eZPP
@dr_kid_
@outwoodscat
@lngames9
@alnolan
@intl_ed_news
@jandthebird
@thirdviewinfo
@un
@unicefindia
@lfe_ed

Top hashtags:
#schoolclosure
#drawwithalan
#covid19
#lockdown
#education
#remotelearning
#schools

Description:
Description
The graph represents a network of 939 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, 10 April 2021 at 03:26 UTC.

The requested start date was Saturday, 10 April 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 97-day, 15-hour, 8-minute period from Friday, 01 January 2021 at 01:49 UTC to Thursday, 08 April 2021 at 16:58 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 : 939
Unique Edges : 420
Edges With Duplicates : 1458
Total Edges : 1878
Number of Edge Types : 5
Mentions : 196
Replies to : 33
Tweet : 391
Retweet : 583
MentionsInRetweet : 675
Self-Loops : 406
Reciprocated Vertex Pair Ratio : 0.0217391304347826
Reciprocated Edge Ratio : 0.0425531914893617
Connected Components : 284
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 84
Maximum Edges in a Connected Component : 282
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.984099
Graph Density : 0.000853786748593863
Modularity : 0.450251
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 939 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, 10 April 2021 at 03:26 UTC.

The requested start date was Saturday, 10 April 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 97-day, 15-hour, 8-minute period from Friday, 01 January 2021 at 01:49 UTC to Thursday, 08 April 2021 at 16:58 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:
[12] https://play.google.com/store/apps/details?id=com.kangaroocrew.alphabet
[12] https://apps.apple.com/us/app/loo-loos-alphabet-matching/id893278924
[12] https://www.amazon.com/s?k=kangaroo+crew&i=mobile-apps&ref=nb_sb_noss
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[9] https://apps.apple.com/us/app/fine-motor-skills-practice/id880970066
[6] https://campusguru.pk/ur/news/private-schools-cannot-bear-more-closures
[6] https://apps.apple.com/gb/app-bundle/maths-resources-bundle/id1500194664
[6] https://www.eurosurveillance.org/content/children--schools-and-covid-19
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be

[4] https://apps.apple.com/gb/app-bundle/world-geography-puzzles/id1511390969

Top URLs in Tweet in G1:
[2] https://www.instagram.com/accounts/login/
[2] https://www.kaligo-apps.com/kaligo-practice/
[2] https://www.attachmentmummy.com/2021/01/how-to-make-cute-alien-bookmark.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma
[2] https://www.summeradvantage.org/readingadvantage
[1] https://twitter.com/i/web/status/1344922692919545857
[1] https://twitter.com/i/web/status/1344911031882063873
[1] https://twitter.com/i/web/status/1345077959783280642
[1] https://news.sky.com/story/teaching-unions-tell-pm-do-your-duty-and-close-all-schools-in-england-to-limit-covid-threat-12177145
[1] https://twitter.com/BillEtheridgeuk/status/1345326581225574401?s=20
[1] https://twitter.com/ToniaBuxton/status/1345298442701189120?s=20

Top URLs in Tweet in G2:
[1] https://www.dr-kid.net/schoolclosure-japan
[1] https://www.dr-kid.net/schoolclosure-open-nc-usa

Top URLs in Tweet in G4:
[1] https://www.l-ngames.co.uk/

Top URLs in Tweet in G5:
[3] https://www.rte.ie/culture/2021/0216/1197478-draw-with-alan-how-to-draw-a-penguin/
[1] https://twitter.com/i/web/status/1348964805642776577
[1] https://twitter.com/i/web/status/1351468206242803714
[1] https://twitter.com/i/web/status/1351468917957521408
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DylH-KXj_gNw&q=EgS4SO-bGKS1xIMGIhkA8aeDS3SqcC2W3-lEYohJ0QD05v8ccUUVMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dczz-K2Cnm8o&q=EgS4SO-bGKG1xIMGIhkA8aeDS_xCESY3erwrRkAIw61aTavGQr4sMgFy
[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-bGJO1xIMGIhkA8aeDS0Ssz1ukTaWEz_oH1fxxZLcT6hxMMgFy

Top URLs in Tweet in G6:
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[3] https://anchor.fm/naylorsnatter/episodes/Whats-working-well-in-remote-education-with-Professor-Daniel-Muijs-epdj4q/a-a4ehiup
[2] https://www.cnn.com/2021/01/24/africa/africa-schools-covid-intl/index.html
[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://www.bbc.com/news/world-europe-55752373
[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://edition.cnn.com/2021/01/14/uk/england-schools-hit-by-coronavirus-pandemic/
[1] https://internationalednews.com/2020/07/15/my-view-from-ottawa-ontario-canada-trista-hollweck-on-school-closures-and-the-pandemic/

Top URLs in Tweet in G7:
[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://www.theguardian.com/global-development/2021/apr/05/schools-800-million-children-education-disrupted
[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 G8:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be

[1] https://www.freepressjournal.in/mumbai/mumbai-bmc-declares-206-private-primary-schools-illegal

Top URLs in Tweet in G9:
[1] https://afdublin.extranet-aec.com/events/view/11-Workshop#/

Top Domains
Top Domains in Tweet in Entire Graph:
[165] twitter.com
[34] apple.com
[23] youtube.com
[23] google.com
[21] co.uk
[19] campusguru.pk
[12] amazon.com
[10] rte.ie
[6] eurosurveillance.org
[5] yourworldevents.com

Top Domains in Tweet in G1:
[54] twitter.com
[8] co.uk
[4] attachmentmummy.com
[2] youtube.com
[2] gov.uk
[2] dr-kid.net
[2] instagram.com
[2] kaligo-apps.com
[2] summeradvantage.org
[1] sky.com

Top Domains in Tweet in G2:
[2] dr-kid.net

Top Domains in Tweet in G4:
[1] co.uk

Top Domains in Tweet in G5:
[12] twitter.com
[10] rte.ie
[7] google.com
[1] alannolan.ie
[1] seesaw.me

Top Domains in Tweet in G6:
[11] youtube.com
[3] cnn.com
[3] anchor.fm
[2] twitter.com
[1] indiatimes.com
[1] bbc.com
[1] co.uk
[1] internationalednews.com
[1] wsj.com
[1] dutchnews.nl

Top Domains in Tweet in G7:
[9] twitter.com
[2] theprint.in
[2] outlookindia.com
[2] newsvibesofindia.com
[1] theguardian.com
[1] thehindubusinessline.com
[1] news18.com
[1] economist.com
[1] unicef.org
[1] org.in

Top Domains in Tweet in G8:
[4] youtube.com
[1] freepressjournal.in

Top Domains in Tweet in G9:
[1] extranet-aec.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[510] schoolclosure
[120] drawwithalan
[91] covid19
[81] lockdown
[47] education
[42] remotelearning
[35] schools
[30] schoolclosures
[23] keepcreativeirl
[23] covid19ireland



Top Hashtags in Tweet in G1:
[131] schoolclosure
[28] lockdown
[16] covid19
[15] education
[13] schoolclosures
[12] schools
[9] covid
[8] remotelearning
[8] learning
[7] edutwitter

Top Hashtags in Tweet in G3:
[65] schoolclosure
[1] catsoftwitter
[1] school
[1] cats

Top Hashtags in Tweet in G4:
[1] schoolclosure
[1] remotelearning
[1] eyfs
[1] phonics

Top Hashtags in Tweet in G5:
[120] drawwithalan
[23] keepcreativeirl
[23] covid19ireland
[23] schoolclosure
[21] createdontcontaminate
[15] lockdown
[9] backtoschool
[6] schoolsreopening
[3] seesawlearning
[3] edchatie

Top Hashtags in Tweet in G6:
[26] schoolclosure
[10] covid19
[4] ottawa
[4] europe
[3] lockdown
[3] podcast
[2] remotelearning
[2] england
[2] africa
[2] canada

Top Hashtags in Tweet in G7:
[10] schoolclosure
[6] education
[4] pandemic
[4] schools
[3] learninggap
[3] childmarriage
[3] covid
[3] unicef
[2] schooldropout
[2] digitaldivide

Top Hashtags in Tweet in G8:
[5] schoolclosure
[4] budgetprivateschool
[4] up
[1] indiafightscorona
[1] rte

Top Hashtags in Tweet in G9:
[13] schoolclosure
[13] online
[13] free

Top Hashtags in Tweet in G10:
[1] onpoli
[1] schoolclosure

Top Words
Top Words in Tweet in Entire Graph:
[512] #schoolclosure
[147] children
[145] school
[134] schools
[120] #drawwithalan
[119] during
[113] week
[110] miss
[109] alnolan
[106] donâ

Top Words in Tweet in G1:
[131] #schoolclosure
[46] children
[37] school
[28] #lockdown
[24] learning
[22] child
[21] day
[20] schools
[20] back
[16] know

Top Words in Tweet in G2:
[84] dr_kid_
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[79] 感染対策をした上での学校内の二次感染は非常に少なく
[79] 学校内での子供から大人への感染も認められなかったようです
[79] 学校再開における新型コロナウイルスの二次感染は
[78] ア
[7] こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました
[7] こういった研究がもっと増えてくるといいなと思っています
[7] 新型コロナ対策としての学校閉鎖は
[7] 子どもや保護者にどんな影響が

Top Words in Tweet in G3:
[67] little
[66] people
[65] friends
[65] worried
[65] miss
[65] during
[65] #schoolclosure
[65] worry
[65] still
[64] outwoodscat

Top Words in Tweet in G4:
[44] schools
[44] closed
[44] miss
[44] chance
[44] win
[44] phonics
[44] game
[44] each
[44] week
[44] jan

Top Words in Tweet in G5:
[120] #drawwithalan
[109] alnolan
[96] draw
[87] tuesday
[73] along
[60] kids
[57] happy
[52] week
[50] lockdown
[49] tch

Top Words in Tweet in G6:
[26] #schoolclosure
[13] intl_ed_news
[11] schools
[11] check
[11] twitter
[11] saidâ
[10] #covid19
[5] bbcnews
[5] one
[4] school

Top Words in Tweet in G7:
[13] unicef
[11] due
[10] children
[10] #schoolclosure
[10] covid
[10] 19
[9] unicefindia
[7] school
[7] mn
[7] unicefchief

Top Words in Tweet in G8:
[5] #schoolclosure
[4] teacher
[4] rural
[4] #budgetprivateschool
[4] raises
[4] question
[4] #up
[4] watch
[3] amitctweets
[3] part

Top Words in Tweet in G9:
[13] help
[13] second
[13] #schoolclosure
[13] decided
[13] offer
[13] #online
[13] self
[13] learning
[13] modules
[13] #free

Top Words in Tweet in G10:
[12] feeling
[12] parents
[12] scrambling
[12] right
[12] figure
[12] ll
[12] manage
[12] tomorrow
[12] kids
[12] set

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく
[79] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです
[79] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[78] 学校再開における新型コロナウイルスの二次感染は,ア
[73] draw,along
[71] during,#schoolclosure
[66] little,people
[65] friends,worried
[65] worried,miss

Top Word Pairs in Tweet in G1:
[13] #schoolclosure,#lockdown
[9] online,learning
[9] help,child
[8] #schools,#schoolclosure
[8] sudden,change
[8] change,hard
[8] hard,children
[8] children,ways
[8] ways,help
[8] child,deal

Top Word Pairs in Tweet in G2:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく
[79] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです
[79] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[78] 学校再開における新型コロナウイルスの二次感染は,ア
[7] こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました,こういった研究がもっと増えてくるといいなと思っています
[7] こういった研究がもっと増えてくるといいなと思っています,新型コロナ対策としての学校閉鎖は
[7] 新型コロナ対策としての学校閉鎖は,子どもや保護者にどんな影響が
[7] 子どもや保護者にどんな影響が,日本編
[6] dr_kid_,こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました

Top Word Pairs in Tweet in G3:
[66] little,people
[65] friends,worried
[65] worried,miss
[65] miss,little
[65] people,during
[65] during,#schoolclosure
[65] worry,still
[64] outwoodscat,friends
[63] #schoolclosure,donâ
[63] donâ,worry

Top Word Pairs in Tweet in G4:
[44] schools,closed
[44] miss,chance
[44] chance,win
[44] win,phonics
[44] phonics,game
[44] game,each
[44] each,week
[44] week,jan
[44] jan,enter
[44] enter,follow

Top Word Pairs in Tweet in G5:
[73] draw,along
[56] happy,tuesday
[44] alnolan,happy
[40] rte_culture,featuring
[39] lockdown,draw
[39] #drawwithalan,draw
[39] along,kids
[31] tch,tch
[23] week,#drawwithalan
[23] #drawwithalan,lockdown

Top Word Pairs in Tweet in G6:
[11] check,twitter
[11] twitter,saidâ
[11] saidâ,#schoolclosure
[4] #schoolclosure,#covid19
[4] revisiting,one
[4] one,intl_ed_news
[4] intl_ed_news,popular
[4] popular,year
[4] year,trista
[4] trista,hollweck's

Top Word Pairs in Tweet in G7:
[7] covid,19
[7] unicef,unicefindia
[7] unicefindia,unicefchief
[5] due,covid
[4] additional,girls
[4] girls,risk
[4] risk,child
[4] child,marriage
[4] marriage,due
[4] year,due

Top Word Pairs in Tweet in G8:
[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
[2] parthjshah,kbsfed

Top Word Pairs in Tweet in G9:
[13] help,second
[13] second,#schoolclosure
[13] #schoolclosure,decided
[13] decided,offer
[13] offer,#online
[13] #online,self
[13] self,learning
[13] learning,modules
[13] modules,#free
[12] afdublin,help

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@alnolan
@dr_kid_
@outwoodscat
@rte_culture
@lngames9
@afdublin
@caryn_lieberman
@intl_ed_news
@unicefindia
@unicef

Top Mentioned in G1:
@alfredclassical
@martaforesti
@thetruenet
@drandreaskruger
@write_pure

Top Mentioned in G2:
@dr_kid_

Top Mentioned in G3:
@outwoodscat

Top Mentioned in G4:
@lngames9

Top Mentioned in G5:
@alnolan
@rte_culture
@broadsheet_ie
@j_a_debrun

Top Mentioned in G6:
@intl_ed_news
@bbcnews
@cnn
@pna1977
@russincheshire
@bbcwalesnews
@cawiseman71
@bbc5live
@timesofindia

Top Mentioned in G7:
@unicefindia
@unicef
@unicefchief
@un
@thirdviewinfo
@nvitweets
@save_children
@vgarad
@madhukarbanuri
@siddeshsarma

Top Mentioned in G8:
@amitctweets
@part
@parthjshah
@kbsfed
@kumaranand
@nisaedu
@amitvarma
@pkhanghta
@meetasengupta
@karthik_econ

Top Mentioned in G9:
@afdublin

Top Mentioned in G10:
@caryn_lieberman

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@s_mah
@cybersecurityn8
@guardian
@timesofindia
@rt_himachal
@yshbard
@globeandmail
@andrewmorrisuk
@meeksvs

Top Tweeters in G1:
@deccanchronicle
@attachmentmumma
@roznama_express
@upstractcom
@mo_americanoid
@flyingeze
@sjcnkotb
@ros_hutchinson
@twinklresources
@cw39houston

Top Tweeters in G2:
@s_mah
@yshbard
@avalon1982
@cia0c
@yayoimochi
@bn2islander
@yuuki_sara
@aikonekko
@starguardkb24
@io302

Top Tweeters in G3:
@m42calhoun
@hughesdonua
@sandysva
@thereallarocca
@mrbertie
@cinnimini2
@wobblydjeli
@mybeautybug
@labcold
@lkclayton2

Top Tweeters in G4:
@fio_namac
@claner
@akamalaccas1
@leinaddop80
@mathgril
@tintoys05
@bospherous
@katpol80
@dieseljones2
@chadmanpj

Top Tweeters in G5:
@stephen_c_ward
@broadsheet_ie
@oisinmcgann
@sjohart
@thingsyouneed2k
@sarahwebbishere
@dlr_libraries
@mrrussellsclass
@therealhatcher
@aidcourtney

Top Tweeters in G6:
@timesofindia
@globeandmail
@bbcnews
@washingtonpost
@cnn
@wsj
@raesnape
@bbcworld
@legsidelizzy
@bbc5live

Top Tweeters in G7:
@guardian
@thetribunechd
@un
@unicef
@ministrywcd
@sallyhayd
@unicefindia
@save_children
@ruchikumar
@eduminofindia

Top Tweeters in G8:
@meetasengupta
@realitycheckind
@amitctweets
@amitvarma
@shivanan09
@haryannvi
@nisaedu
@james_tooley
@pkhanghta
@parthjshah

Top Tweeters in G9:
@missgenrique
@missfedrizzi
@afdublin
@ovflanguages
@teresarharte2
@francophon_ie
@nathaliecazaux
@deisevu
@gilliancbarry
@hugsies

Top Tweeters in G10:
@meeksvs
@torontoddg
@wouldstaley93
@ambermac
@rebeccalee83
@hinapansari
@caryn_lieberman
@scimom538
@pmcgoldrick27
@denyselynch3


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