schoolclosure, Twitter, 7/30/2022 4:10:28 AM, 279725


FAQ | Problem?

schoolclosure_2022-07-29_21-07-12.xlsx
schoolclosure_2022-07-29_21-07-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/3JeMnbv
@francis_joseph
@atmashakti3
@healthedures
@gcnfoundation
@foodbanking
@liberalism2021
@msisodia
@mclindabelcher
@pietertrapman
@_arrivealive

Top hashtags:
#schoolclosure
#students
#delhi
#education
#learningmethods

Description:
Description
The graph represents a network of 154 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, 30 July 2022 at 04:07 UTC.

The requested start date was Saturday, 30 July 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 114-day, 18-hour, 11-minute period from Friday, 01 April 2022 at 06:04 UTC to Monday, 25 July 2022 at 00:16 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 : 154
Unique Edges : 104
Edges With Duplicates : 182
Total Edges : 286
Number of Edge Types : 5
Retweet : 75
MentionsInRetweet : 112
Tweet : 59
Mentions : 33
Replies to : 7
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0143884892086331
Reciprocated Edge Ratio : 0.0283687943262411
Connected Components : 52
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 21
Maximum Edges in a Connected Component : 58
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.512479
Graph Density : 0.00598421186656481
Modularity : 0.523974
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 154 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, 30 July 2022 at 04:07 UTC.

The requested start date was Saturday, 30 July 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 114-day, 18-hour, 11-minute period from Friday, 01 April 2022 at 06:04 UTC to Monday, 25 July 2022 at 00:16 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
[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://www.attachmentmummy.com/2021/01/how-to-make-cute-alien-bookmark.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma
[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
[1] https://www.citizensadvice.org.uk/work/rights-at-work/
[1] https://indianexpress.com/article/cities/pune/pune-rains-weather-news-imd-forecast-monsoons-8026254/
[1] https://medicalxpress.com/news/2022-06-online-classes-school-closures-impact.html

Top URLs in Tweet in G1:
[2] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[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
[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

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 G6:
[1] https://en.unesco.org/covid19/educationresponse/consequences

Top URLs in Tweet in G8:
[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 G9:
[5] https://www.roadsafety.co.za/2022-04/child-loses-way-after-school-closure-in-mountview/?platform=hootsuite

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] schoolclosure
[9] students
[9] delhi
[8] education
[8] learningmethods
[8] anxiety
[8] healthbehavior
[6] lockdown
[5] pandemic
[5] tpak



Top Hashtags in Tweet in G1:
[22] schoolclosure
[5] education
[2] lockdown
[2] school
[2] khabarhub
[2] schoolclosuresuk
[2] homelearning
[2] selfisolating
[2] homeschooling
[2] elearning

Top Hashtags in Tweet in G2:
[9] delhi
[2] schoolclosure
[1] covid19
[1] school

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:
[2] schoolclosure
[1] saveourschool
[1] waytogrow
[1] daycareforall
[1] inslee

Top Hashtags in Tweet in G6:
[1] schoolclosure

Top Hashtags in Tweet in G8:
[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 G9:
[5] arrivealive
[5] child
[5] schoolclosure
[1] reactionunitsouthafrica

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:
[80] #schoolclosure
[58] school
[42] schools
[26] students
[23] covid
[23] cases
[21] closure
[21] francis_joseph
[19] closed
[19] learning

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

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

Top Words in Tweet in G5:
[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:
[3] children

Top Words in Tweet in G8:
[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 G9:
[5] child
[5] loses
[5] way
[5] school
[5] closure
[5] mountview
[5] #arrivealive
[5] #child
[5] #schoolclosure
[4] _arrivealive

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
[18] school,closure
[16] guide,gcnfoundation
[16] gcnfoundation,foodbanking
[16] foodbanking,aims
[16] aims,help
[16] help,multisector
[16] multisector,actors
[16] actors,address
[16] address,food

Top Word Pairs in Tweet in G1:
[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 G2:
[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 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:
[9] odisha,school
[9] school,reopening
[9] reopening,stand
[9] stand,dilemma
[9] dilemma,again
[9] again,offline
[9] offline,class
[9] class,schools
[9] schools,scheduled
[9] scheduled,started

Top Word Pairs in Tweet in G5:
[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 G8:
[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 G9:
[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 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
@gcnfoundation
@foodbanking
@healthedures
@atmashakti3
@msisodia
@pennpsc
@_arrivealive
@laurenn_ashton
@laharaavenue

Top Mentioned in G2:
@francis_joseph
@msisodia

Top Mentioned in G3:
@gcnfoundation
@foodbanking
@healthedures

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

Top Mentioned in G5:
@fox13seattle
@mclindabelcher
@pattymurray
@senatedems
@wadshs

Top Mentioned in G6:
@erin_ville
@unesco
@bogochisaac
@greaterfoolvan
@protect_bc

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

Top Mentioned in G8:
@fayvalwilliams
@moeyjamaica
@christufton
@themohwgovjm
@our_today_news

Top Mentioned in G9:
@_arrivealive

Top Mentioned in G10:
@laurenn_ashton

Top Tweeters
Top Tweeters in Entire Graph:
@nomoreslaves
@attachmentmumma
@fox13seattle
@hyderabad_bot
@msyoudoyou
@_arrivealive
@capricornfmnews
@sanjusa46005906
@corona_tweet
@coachgoodman

Top Tweeters in G1:
@attachmentmumma
@myarklamiss
@tomtolkien
@dayeskimo
@khabarhub_eng
@fishergirl39
@toddkunztv
@greendailynews
@vbboynt
@smobserved

Top Tweeters in G2:
@yashshankar12
@shaakbhaji
@amitctweets
@msisodia
@snehamordani
@francis_joseph
@mahin_afzal
@nitinrdalvi1
@deepakpndt19
@uj_unmesh

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

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

Top Tweeters in G5:
@fox13seattle
@senatedems
@pattymurray
@govinslee
@wadshs
@mclindabelcher
@riverslocal

Top Tweeters in G6:
@msyoudoyou
@unesco
@liberalism2021
@erin_ville
@greaterfoolvan
@bogochisaac
@protect_bc

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

Top Tweeters in G8:
@christufton
@themohwgovjm
@our_today_news
@moeyjamaica
@fayvalwilliams

Top Tweeters in G9:
@_arrivealive
@jen5615
@brproadproducts
@carmend08266002
@henrycmeyer

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