schoolclosure, Twitter, 8/20/2022 4:11:11 AM, 280387


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schoolclosure_2022-08-19_21-07-12.xlsx
schoolclosure_2022-08-19_21-07-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 20, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/3dxXbFO
@john_bumblebee
@atmashakti3
@gcnfoundation
@foodbanking
@healthedures
@mclindabelcher
@hpatrinos
@springernature
@pietertrapman
@uftscotland

Top hashtags:
#schoolclosure
#covid19
#mochatashali
#learningloss
#volunteer

Description:
Description
The graph represents a network of 165 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, 20 August 2022 at 04:07 UTC.

The requested start date was Saturday, 20 August 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 106-day, 12-hour, 1-minute period from Wednesday, 04 May 2022 at 07:18 UTC to Thursday, 18 August 2022 at 19:20 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 : 165
Unique Edges : 97
Edges With Duplicates : 215
Total Edges : 312
Number of Edge Types : 5
Tweet : 54
Retweet : 91
MentionsInRetweet : 129
Mentions : 31
Replies to : 7
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 46
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 37
Maximum Edges in a Connected Component : 73
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.720991
Graph Density : 0.00587583148558758
Modularity : 0.520769
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 165 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, 20 August 2022 at 04:07 UTC.

The requested start date was Saturday, 20 August 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 106-day, 12-hour, 1-minute period from Wednesday, 04 May 2022 at 07:18 UTC to Thursday, 18 August 2022 at 19:20 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:
[37] https://sensiblemed.substack.com/p/sacrificing-childrens-health-in-the?s=r&utm_campaign=post&utm_medium=web
[7] https://www.frontiersin.org/articles/10.3389/fped.2022.815148/full
[2] 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/1559779258993479685
[1] https://educationbytes.in/less-than-29-students-in-odisha-had-access-to-smartphones-during-pandemic-in-2020/
[1] https://www.wafb.com/2022/08/12/ebrpss-announces-temporary-closure-wedgewood-elementary-friday-due-covid-19-cases/
[1] https://link.springer.com/epdf/10.1007/s40622-022-00317-w?sharing_token=1nX0OXdJD2It7GkM9sgTK_e4RwlQNchNByi7wbcMAY4gfTw_k6KYDbaEYv8rdQnWX521j7zAlqmAxStIUt-jN1O_q4Ej1ffv8aIWfNQvrb54I0rIOorIsBsMt-ZiqDACc9VNZ38wGfYvcmv7VzW5UwOWnbFffmx1enqQFhdEQEg%3D
[1] https://twitter.com/MAbsoud/status/1555419703975321600

Top URLs in Tweet in G1:
[37] https://sensiblemed.substack.com/p/sacrificing-childrens-health-in-the?s=r&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G2:
[2] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[1] https://mailchi.mp/jhu.edu/schoolclosure
[1] https://twitter.com/i/web/status/1522765745834594305
[1] https://localnews8.com/news/top-stories/2022/05/19/no-school-friday-for-taylorview-middle-school/
[1] https://english.khabarhub.com/2022/08/256392/
[1] https://english.khabarhub.com/2022/11/251308/
[1] https://twitter.com/i/web/status/1539163713827135488
[1] https://medicalxpress.com/news/2022-06-online-classes-school-closures-impact.html
[1] https://indianexpress.com/article/cities/pune/pune-rains-weather-news-imd-forecast-monsoons-8026254/
[1] https://www.myarklamiss.com/news/top-stories/arkansas-board-of-education-approves-closure-of-sparkman-high/?utm_campaign=socialflow&utm_medium=referral&utm_source=t.co

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1559499301859954688
[1] https://educationbytes.in/less-than-29-students-in-odisha-had-access-to-smartphones-during-pandemic-in-2020/

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://link.springer.com/epdf/10.1007/s40622-022-00317-w?sharing_token=1nX0OXdJD2It7GkM9sgTK_e4RwlQNchNByi7wbcMAY4gfTw_k6KYDbaEYv8rdQnWX521j7zAlqmAxStIUt-jN1O_q4Ej1ffv8aIWfNQvrb54I0rIOorIsBsMt-ZiqDACc9VNZ38wGfYvcmv7VzW5UwOWnbFffmx1enqQFhdEQEg%3D

Top URLs in Tweet in G7:
[1] https://twitter.com/MAbsoud/status/1555419703975321600

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 URLs in Tweet in G10:
[1] https://www.wafb.com/2022/08/12/ebrpss-announces-temporary-closure-wedgewood-elementary-friday-due-covid-19-cases/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] schoolclosure
[13] covid19
[11] mochatashali
[9] learningloss
[8] volunteer
[8] volunteering
[8] community
[8] help
[8] change
[8] research



Top Hashtags in Tweet in G1:
[1] dorhout
[1] covid19
[1] schoolclosure
[1] facemask

Top Hashtags in Tweet in G2:
[21] schoolclosure
[5] education
[2] khabarhub
[2] pandemic
[2] heatwave
[2] covid19
[2] magoha
[2] schoolclosuresuk
[2] homelearning
[2] selfisolating

Top Hashtags in Tweet in G3:
[11] mochatashali
[8] volunteer
[8] volunteering
[8] community
[8] help
[8] change
[2] schoolclosure
[1] reopeningdilemma
[1] learningloss

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

Top Hashtags in Tweet in G5:
[8] research
[8] covid19
[8] schoolclosure
[8] learningloss

Top Hashtags in Tweet in G6:
[2] schoolclosure
[1] saveourschool
[1] waytogrow
[1] daycareforall
[1] inslee

Top Hashtags in Tweet in G7:
[3] schoolclosure

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:
[2] covid19
[1] schoolclosure
[1] remotelearning
[1] schoolhealth
[1] publichealth

Top Words
Top Words in Tweet in Entire Graph:
[85] health
[76] #schoolclosure
[54] children
[39] school
[37] sacrificing
[37] name
[37] kinderen
[37] mochten
[37] wel
[37] branden

Top Words in Tweet in G1:
[74] health
[37] sacrificing
[37] children
[37] name
[37] kinderen
[37] mochten
[37] wel
[37] branden
[36] john_bumblebee

Top Words in Tweet in G2:
[21] #schoolclosure
[7] school
[6] schools
[5] #education
[5] closed
[4] learning
[3] education
[3] book
[3] tutor
[3] pune

Top Words in Tweet in G3:
[15] atmashakti3
[11] #mochatashali
[8] support
[8] volunteers
[8] write
[8] know
[8] #volunteer
[8] #volunteering
[8] #community
[8] #help

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:
[8] read
[8] latest
[8] #research
[8] #covid19
[8] #schoolclosure
[8] #learningloss
[8] published
[8] springernature
[8] decision
[7] hpatrinos

Top Words in Tweet in G6:
[3] maybe
[2] thankful
[2] wonderful
[2] local
[2] reporting
[2] heart
[2] miracles
[2] happen
[2] watch
[2] fox13seattle

Top Words in Tweet in G7:
[4] children
[3] selfish
[3] #schoolclosure
[2] resilient
[2] according
[2] politicians
[2] trade
[2] union
[2] leaders
[2] pro

Top Words in Tweet in G8:
[3] children

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:
[2] covid
[2] 19
[2] outbreak
[2] forces
[2] wedgewood
[2] elementary
[2] transition
[2] remote
[2] learning
[2] wafb

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] sacrificing,children
[37] children,health
[37] health,name
[37] name,health
[37] health,kinderen
[37] kinderen,mochten
[37] mochten,wel
[37] wel,branden
[36] john_bumblebee,sacrificing
[16] guide,gcnfoundation

Top Word Pairs in Tweet in G1:
[37] sacrificing,children
[37] children,health
[37] health,name
[37] name,health
[37] health,kinderen
[37] kinderen,mochten
[37] mochten,wel
[37] wel,branden
[36] john_bumblebee,sacrificing

Top Word Pairs in Tweet in G2:
[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
[2] before,exams

Top Word Pairs in Tweet in G3:
[8] support,volunteers
[8] volunteers,write
[8] write,know
[8] know,#volunteer
[8] #volunteer,#volunteering
[8] #volunteering,#mochatashali
[8] #mochatashali,#community
[8] #community,#help
[8] #help,#change
[7] atmashakti3,support

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:
[8] read,latest
[8] latest,#research
[8] #research,#covid19
[8] #covid19,#schoolclosure
[8] #schoolclosure,#learningloss
[8] #learningloss,published
[8] published,springernature
[8] springernature,decision
[7] hpatrinos,read

Top Word Pairs in Tweet in G6:
[2] thankful,wonderful
[2] wonderful,local
[2] local,reporting
[2] reporting,heart
[2] heart,maybe
[2] maybe,miracles
[2] miracles,happen
[2] happen,watch
[2] watch,fox13seattle
[2] fox13seattle,tonight

Top Word Pairs in Tweet in G7:
[2] children,resilient
[2] resilient,according
[2] according,selfish
[2] selfish,politicians
[2] politicians,trade
[2] trade,union
[2] union,leaders
[2] leaders,pro
[2] pro,#schoolclosure

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:
[2] covid,19
[2] 19,outbreak
[2] outbreak,forces
[2] forces,wedgewood
[2] wedgewood,elementary
[2] elementary,transition
[2] transition,remote
[2] remote,learning
[2] learning,wafb
[2] wafb,publichealthmap

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@john_bumblebee
@gcnfoundation
@foodbanking
@atmashakti3
@healthedures
@springernature
@hpatrinos
@cmo_odisha
@samirdash01
@wafb

Top Mentioned in G1:
@john_bumblebee

Top Mentioned in G3:
@atmashakti3
@cmo_odisha
@samirdash01
@smeodisha
@bpsethi
@samirmohantybjp

Top Mentioned in G4:
@gcnfoundation
@foodbanking
@healthedures

Top Mentioned in G5:
@springernature
@hpatrinos

Top Mentioned in G6:
@fox13seattle
@mclindabelcher
@pattymurray
@senatedems
@wadshs

Top Mentioned in G7:
@uftscotland
@eisunion
@emma_seith
@tes

Top Mentioned in G8:
@nielsanielsen
@spid303
@galinash
@ludvigsson

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

Top Mentioned in G10:
@wafb
@publichealthmap
@askmedrsmartdnp

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@spacema09104056
@nomoreslaves
@attachmentmumma
@fox13seattle
@hyderabad_bot
@plepsart
@publichealthmap
@ingridtuinstra1
@hlfavorito2

Top Tweeters in G1:
@spacema09104056
@plepsart
@ingridtuinstra1
@johnnybg19
@fryskegroun1
@afcaziva
@ellyb53292373
@olduvaitheory
@shadowfax2u
@carolinevdborst

Top Tweeters in G2:
@attachmentmumma
@myarklamiss
@tomtolkien
@dayeskimo
@khabarhub_eng
@toddkunztv
@zayphar
@greendailynews
@vbboynt
@littlemurthy

Top Tweeters in G3:
@cmo_odisha
@samirmohantybjp
@rabindr61087528
@smeodisha
@msssundargarh
@bpsethi
@kuna_kanta
@atmashakti3
@kuntala_mallik
@sevasukjan

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

Top Tweeters in G5:
@springernature
@hpatrinos
@hartwigschafer
@diegolunabaz
@pablo_lavado
@tigranshmis
@mohammadaliyafi
@bnaceva
@jasmhincs

Top Tweeters in G6:
@fox13seattle
@senatedems
@pattymurray
@govinslee
@wadshs
@mclindabelcher
@riverslocal

Top Tweeters in G7:
@tes
@eisunion
@henry_hepburn
@uftscotland
@emma_seith
@jojo07800610

Top Tweeters in G8:
@annikatyckeratt
@galinash
@nielsanielsen
@spid303
@pietertrapman
@ludvigsson

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

Top Tweeters in G10:
@publichealthmap
@wafb
@askmedrsmartdnp


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