schoolclosure, Twitter, 8/13/2022 4:10:47 AM, 279949


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schoolclosure_2022-08-12_21-07-12.xlsx
schoolclosure_2022-08-12_21-07-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/3dlOPkt
@john_bumblebee
@atmashakti3
@foodbanking
@healthedures
@gcnfoundation
@mclindabelcher
@pietertrapman
@uftscotland
@springernature
@hpatrinos

Top hashtags:
#schoolclosure
#covid19
#education
#students
#learningloss

Description:
Description
The graph represents a network of 134 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, 13 August 2022 at 04:07 UTC.

The requested start date was Saturday, 13 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 100-day, 7-hour, 51-minute period from Wednesday, 04 May 2022 at 07:18 UTC to Friday, 12 August 2022 at 15:09 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 : 134
Unique Edges : 91
Edges With Duplicates : 157
Total Edges : 248
Number of Edge Types : 5
Retweet : 63
MentionsInRetweet : 98
Tweet : 51
Mentions : 29
Replies to : 7
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0161290322580645
Reciprocated Edge Ratio : 0.0317460317460317
Connected Components : 44
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 19
Maximum Edges in a Connected Component : 58
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.500967
Graph Density : 0.00706991358994501
Modularity : 0.531287
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 134 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, 13 August 2022 at 04:07 UTC.

The requested start date was Saturday, 13 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 100-day, 7-hour, 51-minute period from Wednesday, 04 May 2022 at 07:18 UTC to Friday, 12 August 2022 at 15:09 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:
[19] 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://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://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
[1] https://educationnews.co.ke/2022/08/03/cs-magoha-apologizes-for-abrupt-closure-of-schools/
[1] https://educationnews.co.ke/2022/08/01/schools-to-be-closed-on-2nd-august-orders-magoha/
[1] https://nypost.com/2022/07/27/covid-taught-1m-parents-there-are-alternatives-to-failing-public-schools/
[1] https://www.attachmentmummy.com/2021/01/how-to-make-cute-alien-bookmark.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma

Top URLs in Tweet in G1:
[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://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[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 G2:
[19] https://sensiblemed.substack.com/p/sacrificing-childrens-health-in-the?s=r&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G3:
[2] https://healtheducationresources.unesco.org/library/documents/responding-emergency-guide-food-banks-and-school-meal-programs

Top URLs in Tweet in G4:
[1] https://educationbytes.in/less-than-29-students-in-odisha-had-access-to-smartphones-during-pandemic-in-2020/

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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[71] schoolclosure
[8] covid19
[8] education
[8] students
[7] learningloss
[7] learningmethods
[7] anxiety
[7] healthbehavior
[6] research
[5] pandemic



Top Hashtags in Tweet in G1:
[19] schoolclosure
[5] education
[2] khabarhub
[2] pandemic
[2] heatwave
[2] magoha
[1] becausechildhoodmatters
[1] onlinetuition
[1] onlinetutoring
[1] examtime

Top Hashtags in Tweet in G2:
[1] dorhout
[1] covid19
[1] schoolclosure
[1] facemask

Top Hashtags in Tweet in G3:
[2] nutrition
[2] schoolclosure

Top Hashtags in Tweet in G4:
[3] mochatashali
[2] schoolclosure
[1] reopeningdilemma
[1] learningloss

Top Hashtags in Tweet in G5:
[6] research
[6] covid19
[6] schoolclosure
[6] 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:
[1] quarantinelife
[1] kids
[1] schoolclosure

Top Words
Top Words in Tweet in Entire Graph:
[71] #schoolclosure
[49] health
[39] school
[36] children
[19] sacrificing
[19] name
[19] kinderen
[19] mochten
[19] wel
[19] branden

Top Words in Tweet in G1:
[19] #schoolclosure
[7] school
[6] schools
[5] #education
[5] closed
[3] education
[3] learning
[3] book
[3] tutor
[3] pune

Top Words in Tweet in G2:
[38] health
[19] sacrificing
[19] children
[19] name
[19] kinderen
[19] mochten
[19] wel
[19] branden
[18] john_bumblebee

Top Words in Tweet in G3:
[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 G4:
[8] atmashakti3
[7] odisha
[7] school
[7] reopening
[7] stand
[7] dilemma
[7] again
[7] offline
[7] class
[7] schools

Top Words in Tweet in G5:
[6] read
[6] latest
[6] #research
[6] #covid19
[6] #schoolclosure
[6] #learningloss
[6] published
[6] springernature
[6] decision
[5] 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:
[6] parents
[3] guess
[3] many
[3] planning
[3] apologise
[3] profusely
[2] catewrites1
[2] grandpa

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

Top Word Pairs in Tweet in G1:
[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 G2:
[19] sacrificing,children
[19] children,health
[19] health,name
[19] name,health
[19] health,kinderen
[19] kinderen,mochten
[19] mochten,wel
[19] wel,branden
[18] john_bumblebee,sacrificing

Top Word Pairs in Tweet in G3:
[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 G4:
[7] odisha,school
[7] school,reopening
[7] reopening,stand
[7] stand,dilemma
[7] dilemma,again
[7] again,offline
[7] offline,class
[7] class,schools
[7] schools,scheduled
[7] scheduled,started

Top Word Pairs in Tweet in G5:
[6] read,latest
[6] latest,#research
[6] #research,#covid19
[6] #covid19,#schoolclosure
[6] #schoolclosure,#learningloss
[6] #learningloss,published
[6] published,springernature
[6] springernature,decision
[5] 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:
[3] guess,many
[3] many,parents
[3] parents,planning
[3] planning,apologise
[3] apologise,profusely
[3] profusely,parents
[2] catewrites1,guess
[2] parents,grandpa

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@john_bumblebee
@gcnfoundation
@foodbanking
@healthedures
@atmashakti3
@springernature
@hpatrinos
@catewrites1
@laharaavenue
@fox13seattle

Top Mentioned in G2:
@john_bumblebee

Top Mentioned in G3:
@gcnfoundation
@foodbanking
@healthedures

Top Mentioned in G4:
@atmashakti3
@cmo_odisha
@samirdash01
@smeodisha
@bpsethi
@samirmohantybjp

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:
@catewrites1

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@nomoreslaves
@attachmentmumma
@fox13seattle
@hyderabad_bot
@ingridtuinstra1
@hlfavorito2
@capricornfmnews
@sanjusa46005906
@tes

Top Tweeters in G1:
@attachmentmumma
@myarklamiss
@tomtolkien
@dayeskimo
@khabarhub_eng
@toddkunztv
@zayphar
@greendailynews
@vbboynt
@littlemurthy

Top Tweeters in G2:
@ingridtuinstra1
@fryskegroun1
@ellyb53292373
@shadowfax2u
@josderipper
@janvantriest2
@botervlootje3
@rickfall33
@mrgdrijkoningen
@1bv_radar

Top Tweeters in G3:
@nomoreslaves
@reveldes_vdv
@nfteam3
@kombemartha
@plutocero
@kiptoo024
@foodbanking
@declareskenya
@healthedures
@gcnfoundation

Top Tweeters in G4:
@cmo_odisha
@samirmohantybjp
@smeodisha
@bpsethi
@atmashakti3
@kuntala_mallik
@balaramdurua1
@subratk09962797
@samirdash01
@khillotula

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

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:
@bella623
@hlfavorito2
@catewrites1