schoolclosure, Twitter, 6/23/2022 8:07:05 AM, 278622


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schoolclosure_2022-06-23_00-37-53.xlsx
schoolclosure_2022-06-23_00-37-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/3QJjI1J
@atmashakti3
@12_baje
@bagh_laxmi
@francis_joseph
@unesco
@liberalism2021
@healthedures
@gcnfoundation
@foodbanking
@armitagescott

Top hashtags:
#schoolclosure
#covid19
#delhi
#learningmethods
#anxiety
#healthbehavior

Description:
Description
The graph represents a network of 164 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, 23 June 2022 at 07:38 UTC.

The requested start date was Thursday, 23 June 2022 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 110-day, 2-hour, 49-minute period from Thursday, 03 March 2022 at 05:40 UTC to Tuesday, 21 June 2022 at 08:30 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 : 164
Unique Edges : 102
Edges With Duplicates : 228
Total Edges : 330
Number of Edge Types : 5
Tweet : 66
Retweet : 93
MentionsInRetweet : 129
Replies to : 7
Mentions : 35
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.0132450331125828
Reciprocated Edge Ratio : 0.0261437908496732
Connected Components : 49
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 58
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.324017
Graph Density : 0.00572347748017357
Modularity : 0.490466
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 164 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, 23 June 2022 at 07:38 UTC.

The requested start date was Thursday, 23 June 2022 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 110-day, 2-hour, 49-minute period from Thursday, 03 March 2022 at 05:40 UTC to Tuesday, 21 June 2022 at 08:30 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:
[8] https://www.frontiersin.org/articles/10.3389/fped.2022.815148/full
[5] https://www.roadsafety.co.za/2022-04/child-loses-way-after-school-closure-in-mountview/?platform=hootsuite
[3] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[2] https://healtheducationresources.unesco.org/library/documents/responding-emergency-guide-food-banks-and-school-meal-programs
[2] https://our.today/govt-working-to-keep-children-in-school-as-5th-covid-wave-takes-effect/
[1] https://twitter.com/i/web/status/1539163713827135488
[1] https://english.khabarhub.com/2022/08/256392/
[1] https://english.khabarhub.com/2022/11/251308/
[1] https://our.today/icwi-honours-outstanding-teachers-for-going-above-and-beyond/
[1] https://twitter.com/i/web/status/1528609586487480320

Top URLs in Tweet in G2:
[1] https://educationbytes.in/less-than-29-students-in-odisha-had-access-to-smartphones-during-pandemic-in-2020/

Top URLs in Tweet in G3:
[1] https://www.attachmentmummy.com/2020/04/15-beautiful-homemade-easter-baskets.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma
[1] https://www.attachmentmummy.com/2021/01/how-to-make-cute-alien-bookmark.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma
[1] https://news.careers360.com/after-uganda-india-saw-longest-covid-induced-school-closures-says-govt-citing-unesco-report
[1] https://twitter.com/i/web/status/1505924885947695104
[1] https://twitter.com/MeanwhileInYork/status/1506618384640884739
[1] https://apnishala.wordpress.com/2022/03/31/hows-school-reopening-and-closing-is-impacting-the-wellbeing-of-students-teachers-and-parents/
[1] https://www.smobserved.com/story/2022/04/07/news/californias-8th-graders-can-only-do-math-at-a-5th-grade-level-according-to-standardized-tests/6658.html
[1] https://www.aztute.com/aztute-ebook-keeping-students-safe-and-healthy-form
[1] https://mailchi.mp/jhu.edu/schoolclosure
[1] https://twitter.com/i/web/status/1522765745834594305

Top URLs in Tweet in G4:
[2] https://healtheducationresources.unesco.org/library/documents/responding-emergency-guide-food-banks-and-school-meal-programs

Top URLs in Tweet in G5:
[1] https://en.unesco.org/covid19/educationresponse/consequences

Top URLs in Tweet in G8:
[5] https://www.roadsafety.co.za/2022-04/child-loses-way-after-school-closure-in-mountview/?platform=hootsuite

Top URLs in Tweet in G9:
[2] https://our.today/govt-working-to-keep-children-in-school-as-5th-covid-wave-takes-effect/
[1] https://our.today/icwi-honours-outstanding-teachers-for-going-above-and-beyond/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] schoolclosure
[9] covid19
[9] delhi
[8] learningmethods
[8] anxiety
[8] healthbehavior
[8] students
[7] education
[7] arrivealive
[6] children



Top Hashtags in Tweet in G1:
[9] delhi
[2] schoolclosure
[1] covid19
[1] school

Top Hashtags in Tweet in G2:
[3] schoolclosure
[3] mochatashali
[1] reopeningdilemma
[1] learningloss
[1] bleakfuture
[1] missionchatashali
[1] educationmatters
[1] childrenissue
[1] learning

Top Hashtags in Tweet in G3:
[18] schoolclosure
[4] education
[3] children
[2] lockdown
[2] covid_19
[2] khabarhub
[1] closedduetoweather
[1] hrce
[1] schoollife
[1] novascotiaweather

Top Hashtags in Tweet in G4:
[2] nutrition
[2] schoolclosure

Top Hashtags in Tweet in G5:
[3] future
[3] children
[3] volunteers
[2] schoolclosure
[1] learningloss

Top Hashtags in Tweet in G6:
[2] schoolclosure
[2] covid19
[1] shameful

Top Hashtags in Tweet in G8:
[7] arrivealive
[7] schoolclosure
[5] child
[1] reactionunitsouthafrica

Top Hashtags in Tweet in G9:
[3] pandemic
[2] otnews
[2] virus
[2] schoolclosure
[2] jamaica
[1] fifthwave
[1] fayvalwilliams
[1] facetofaceclasses
[1] drchristophertufton
[1] jamaicanstudents

Top Hashtags in Tweet in G10:
[1] pandemic
[1] principal
[1] schoolleader
[1] edutwitter
[1] twitteredu
[1] crisis
[1] covd
[1] covid19
[1] coronavirus
[1] schoolclosure

Top Words
Top Words in Tweet in Entire Graph:
[87] #schoolclosure
[71] school
[50] schools
[32] closed
[26] students
[24] covid
[23] help
[23] cases
[22] again
[22] closure

Top Words in Tweet in G1:
[23] schools
[23] covid
[23] cases
[21] francis_joseph
[14] feel
[14] shut
[14] down
[14] totally
[14] encounter
[14] students

Top Words in Tweet in G2:
[17] atmashakti3
[15] odisha
[15] school
[15] reopening
[15] stand
[15] dilemma
[15] again
[15] offline
[15] class
[15] schools

Top Words in Tweet in G3:
[18] #schoolclosure
[5] schools
[4] closed
[4] school
[4] #education
[4] book
[3] make
[3] #children
[3] learning
[3] tutor

Top Words in Tweet in G4:
[16] guide
[16] gcnfoundation
[16] foodbanking
[16] aims
[16] help
[16] multisector
[16] actors
[16] address
[16] food
[16] security

Top Words in Tweet in G5:
[6] youth
[6] help
[3] future
[3] nation
[3] actions
[3] #future
[3] #children
[3] calling
[3] #volunteers
[2] schools

Top Words in Tweet in G6:
[2] outwoodportland
[2] #schoolclosure
[2] again
[2] y7
[2] excuse
[2] #covid19
[2] dare
[2] further
[2] steal
[2] more

Top Words in Tweet in G7:
[3] children

Top Words in Tweet in G8:
[7] #arrivealive
[7] #schoolclosure
[5] child
[5] loses
[5] way
[5] school
[5] closure
[5] mountview
[5] #child
[4] _arrivealive

Top Words in Tweet in G9:
[3] visit
[3] link
[3] #pandemic
[2] fayvalwilliams
[2] moeyjamaica
[2] christufton
[2] themohwgovjm
[2] #otnews
[2] #virus
[2] #schoolclosure

Top Words in Tweet in G10:
[4] true
[4] love
[4] know
[4] last
[4] academic
[4] school
[4] years
[4] revealed
[4] character
[4] pandemic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] covid,cases
[22] school,closure
[16] odisha,school
[16] school,reopening
[16] reopening,stand
[16] stand,dilemma
[16] dilemma,again
[16] again,offline
[16] offline,class
[16] class,schools

Top Word Pairs in Tweet in G1:
[23] covid,cases
[14] feel,schools
[14] schools,shut
[14] shut,down
[14] down,totally
[14] totally,encounter
[14] encounter,covid
[14] cases,students
[14] students,teachers
[13] francis_joseph,feel

Top Word Pairs in Tweet in G2:
[15] odisha,school
[15] school,reopening
[15] reopening,stand
[15] stand,dilemma
[15] dilemma,again
[15] again,offline
[15] offline,class
[15] class,schools
[15] schools,scheduled
[15] scheduled,started

Top Word Pairs in Tweet in G3:
[2] #lockdown,#schoolclosure
[2] shutting,schools
[2] schools,affect
[2] affect,studies
[2] studies,book
[2] book,guruq
[2] guruq,tutor
[2] tutor,clear
[2] clear,doubts
[2] doubts,before

Top Word Pairs in Tweet in G4:
[16] guide,gcnfoundation
[16] gcnfoundation,foodbanking
[16] foodbanking,aims
[16] aims,help
[16] help,multisector
[16] multisector,actors
[16] actors,address
[16] address,food
[16] food,security
[14] healthedures,guide

Top Word Pairs in Tweet in G5:
[3] youth,future
[3] future,nation
[3] nation,actions
[3] actions,help
[3] help,#future
[3] #future,#children
[3] #children,calling
[3] calling,youth
[3] youth,#volunteers
[3] #volunteers,help

Top Word Pairs in Tweet in G6:
[2] outwoodportland,#schoolclosure
[2] #schoolclosure,again
[2] again,y7
[2] y7,excuse
[2] excuse,#covid19
[2] #covid19,dare
[2] dare,further
[2] further,steal
[2] steal,more
[2] more,child

Top Word Pairs in Tweet in G8:
[5] child,loses
[5] loses,way
[5] way,school
[5] school,closure
[5] closure,mountview
[5] mountview,#arrivealive
[5] #arrivealive,#child
[5] #child,#schoolclosure
[4] _arrivealive,child
[4] #schoolclosure,#reaction

Top Word Pairs in Tweet in G9:
[3] visit,link
[2] link,fayvalwilliams
[2] fayvalwilliams,moeyjamaica
[2] moeyjamaica,christufton
[2] christufton,themohwgovjm
[2] themohwgovjm,#otnews
[2] #otnews,#pandemic
[2] #pandemic,#virus

Top Word Pairs in Tweet in G10:
[4] true,love
[4] love,know
[4] know,last
[4] last,academic
[4] academic,school
[4] school,years
[4] years,revealed
[4] revealed,character
[4] character,pandemic
[3] laurenn_ashton,true

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@francis_joseph
@atmashakti3
@gcnfoundation
@foodbanking
@healthedures
@msisodia
@alljakeman
@pennpsc
@_arrivealive
@laurenn_ashton

Top Mentioned in G1:
@francis_joseph
@msisodia

Top Mentioned in G2:
@atmashakti3
@cmo_odisha
@samirdash01
@smeodisha
@bpsethi
@samirmohantybjp

Top Mentioned in G4:
@gcnfoundation
@foodbanking
@healthedures

Top Mentioned in G5:
@12_baje
@unesco
@atmashakti3
@azimpremjiuniv
@erin_ville
@bogochisaac
@greaterfoolvan
@protect_bc

Top Mentioned in G6:
@educationgovuk
@nadhimzahawi
@ofstednews
@juliahb1
@iromg

Top Mentioned in G7:
@nielsanielsen
@spid303
@galinash
@ludvigsson

Top Mentioned in G8:
@_arrivealive
@trafficrtmc

Top Mentioned in G9:
@fayvalwilliams
@moeyjamaica
@christufton
@themohwgovjm
@our_today_news

Top Mentioned in G10:
@laurenn_ashton

Top Tweeters
Top Tweeters in Entire Graph:
@nomoreslaves
@attachmentmumma
@iromg
@msyoudoyou
@_arrivealive
@capricornfmnews
@juliahb1
@designstrobe
@corona_tweet
@coachgoodman

Top Tweeters in G1:
@yashshankar12
@shaakbhaji
@amitctweets
@msisodia
@snehamordani
@francis_joseph
@mahin_afzal
@nitinrdalvi1
@deepakpndt19
@uj_unmesh

Top Tweeters in G2:
@cmo_odisha
@samirmohantybjp
@smeodisha
@bilasininayak11
@swornalatanaya2
@bpsethi
@atmashakti3
@kuntala_mallik
@durjyadhanpangi
@balaramdurua1

Top Tweeters in G3:
@attachmentmumma
@khabarhub_eng
@fishergirl39
@toddkunztv
@careers360
@lynnschore
@smobserved
@justjennextdoor
@ecolebschool
@apnishala

Top Tweeters in G4:
@nomoreslaves
@reveldes_vdv
@nfteam3
@kombemartha
@plutocero
@kiptoo024
@foodbanking
@declareskenya
@healthedures
@gcnfoundation

Top Tweeters in G5:
@msyoudoyou
@unesco
@liberalism2021
@erin_ville
@greaterfoolvan
@bogochisaac
@azimpremjiuniv
@protect_bc
@bagh_laxmi
@balaram20365212

Top Tweeters in G6:
@iromg
@juliahb1
@nadhimzahawi
@educationgovuk
@ofstednews
@armitagescott
@outwoodportland

Top Tweeters in G7:
@annikatyckeratt
@galinash
@nielsanielsen
@spid303
@pietertrapman
@ludvigsson

Top Tweeters in G8:
@_arrivealive
@trafficrtmc
@jen5615
@brproadproducts
@carmend08266002
@henrycmeyer

Top Tweeters in G9:
@christufton
@themohwgovjm
@our_today_news
@moeyjamaica
@fayvalwilliams

Top Tweeters in G10:
@corona_tweet
@coachgoodman
@thewongways
@laurenn_ashton