schoolclosure, Twitter, 9/17/2022 4:10:49 AM, 281960


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schoolclosure_2022-09-16_21-07-12.xlsx
schoolclosure_2022-09-16_21-07-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/3ScV8Gs
@john_bumblebee
@atmashakti3
@thatsmanderley
@mclindabelcher
@foodbanking
@gcnfoundation
@healthedures
@springernature
@hpatrinos
@cprbrundin

Top hashtags:
#schoolclosure
#volunteer
#volunteering
#mochatashali

Description:
Description
The graph represents a network of 190 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, 17 September 2022 at 04:07 UTC.

The requested start date was Saturday, 17 September 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 105-day, 2-hour, 42-minute period from Friday, 03 June 2022 at 11:13 UTC to Friday, 16 September 2022 at 13:56 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 : 190
Unique Edges : 94
Edges With Duplicates : 241
Total Edges : 335
Number of Edge Types : 5
Tweet : 55
Retweet : 109
MentionsInRetweet : 137
Replies to : 6
Mentions : 28
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0118343195266272
Reciprocated Edge Ratio : 0.0233918128654971
Connected Components : 50
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 75
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.721057
Graph Density : 0.00476190476190476
Modularity : 0.532232
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 190 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, 17 September 2022 at 04:07 UTC.

The requested start date was Saturday, 17 September 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 105-day, 2-hour, 42-minute period from Friday, 03 June 2022 at 11:13 UTC to Friday, 16 September 2022 at 13:56 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:
[38] https://sensiblemed.substack.com/p/sacrificing-childrens-health-in-the?s=r&utm_campaign=post&utm_medium=web
[3] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[2] https://www.saltwire.com/halifax/opinion/bruce-mackinnon-cartoon-how-mondays-government-holiday-works-100773030/
[2] https://www.frontiersin.org/articles/10.3389/fped.2022.815148/full
[1] https://twitter.com/i/web/status/1570378510996475907
[1] https://twitter.com/i/web/status/1570365348322451457
[1] https://twitter.com/i/web/status/1569990810233339904
[1] https://twitter.com/i/web/status/1569954855497744384
[1] https://twitter.com/i/web/status/1569816932161064961
[1] https://twitter.com/i/web/status/1569731782169223170

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

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1559499301859954688

Top URLs in Tweet in G3:
[2] https://www.frontiersin.org/articles/10.3389/fped.2022.815148/full
[1] https://english.khabarhub.com/2022/08/256392/
[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.attachmentmummy.com/2021/01/how-to-make-cute-alien-bookmark.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma
[1] https://nypost.com/2022/07/27/covid-taught-1m-parents-there-are-alternatives-to-failing-public-schools/
[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://twitter.com/i/web/status/1559779258993479685

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

Top URLs in Tweet in G6:
[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 G8:
[1] https://twitter.com/i/web/status/1569816932161064961

Top URLs in Tweet in G9:
[1] https://twitter.com/MAbsoud/status/1555419703975321600

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



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

Top Hashtags in Tweet in G2:
[17] volunteer
[17] volunteering
[17] mochatashali
[17] community
[17] help
[17] change
[1] schoolclosure
[1] reopeningdilemma
[1] learningloss

Top Hashtags in Tweet in G3:
[20] schoolclosure
[4] education
[3] students
[2] learningmethods
[2] anxiety
[2] healthbehavior
[2] pandemic
[2] heatwave
[2] covid19
[2] magoha

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

Top Hashtags in Tweet in G5:
[9] schoolclosure

Top Hashtags in Tweet in G6:
[8] research
[8] covid19
[8] schoolclosure
[8] learningloss

Top Hashtags in Tweet in G7:
[2] schoolclosure
[1] saveourschool
[1] waytogrow
[1] daycareforall
[1] inslee

Top Hashtags in Tweet in G9:
[3] schoolclosure

Top Words
Top Words in Tweet in Entire Graph:
[84] #schoolclosure
[82] health
[50] children
[42] school
[38] sacrificing
[38] name
[38] kinderen
[38] mochten
[38] wel
[38] branden

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

Top Words in Tweet in G2:
[17] atmashakti3
[17] support
[17] volunteers
[17] write
[17] know
[17] #volunteer
[17] #volunteering
[17] #mochatashali
[17] #community
[17] #help

Top Words in Tweet in G3:
[20] #schoolclosure
[17] school
[9] closure
[8] closed
[6] monday
[4] during
[4] #education
[4] day
[4] high
[4] september

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

Top Words in Tweet in G5:
[9] book
[9] club
[9] recommendation
[9] leaders
[9] great
[9] #schoolclosure
[9] pivot
[9] begins
[8] thatsmanderley

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[14] schools
[7] jeffco's
[7] closure
[7] list
[7] largely
[7] higher
[7] concentrations
[7] students
[7] living
[7] poverty

Top Words in Tweet in G9:
[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 G10:
[3] children

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] sacrificing,children
[38] children,health
[38] health,name
[38] name,health
[38] health,kinderen
[38] kinderen,mochten
[38] mochten,wel
[38] wel,branden
[37] john_bumblebee,sacrificing
[17] support,volunteers

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

Top Word Pairs in Tweet in G2:
[17] support,volunteers
[17] volunteers,write
[17] write,know
[17] know,#volunteer
[17] #volunteer,#volunteering
[17] #volunteering,#mochatashali
[17] #mochatashali,#community
[17] #community,#help
[17] #help,#change
[16] atmashakti3,support

Top Word Pairs in Tweet in G3:
[7] school,closure
[4] school,closed
[4] closed,monday
[3] during,school
[3] high,school
[3] queen,elizabeth
[2] learning,methods
[2] methods,during
[2] closure,correlation
[2] correlation,anxiety

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

Top Word Pairs in Tweet in G5:
[9] book,club
[9] club,recommendation
[9] recommendation,leaders
[9] leaders,great
[9] great,#schoolclosure
[9] #schoolclosure,pivot
[9] pivot,begins
[8] thatsmanderley,book

Top Word Pairs in Tweet in G6:
[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 G7:
[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:
[7] schools,jeffco's
[7] jeffco's,closure
[7] closure,list
[7] list,largely
[7] largely,schools
[7] schools,higher
[7] higher,concentrations
[7] concentrations,students
[7] students,living
[7] living,poverty

Top Word Pairs in Tweet in G9:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@john_bumblebee
@atmashakti3
@gcnfoundation
@foodbanking
@healthedures
@thatsmanderley
@springernature
@hpatrinos
@cprbrundin
@capricornfmnews

Top Mentioned in G1:
@john_bumblebee

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

Top Mentioned in G4:
@gcnfoundation
@foodbanking
@healthedures

Top Mentioned in G5:
@thatsmanderley

Top Mentioned in G6:
@springernature
@hpatrinos

Top Mentioned in G7:
@fox13seattle
@mclindabelcher
@pattymurray
@senatedems
@wadshs

Top Mentioned in G8:
@cprbrundin

Top Mentioned in G9:
@uftscotland
@eisunion
@emma_seith
@tes

Top Mentioned in G10:
@nielsanielsen
@spid303
@galinash
@ludvigsson

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@spacema09104056
@nomoreslaves
@susanbe36094276
@attachmentmumma
@hyderabad_bot
@fox13seattle
@plepsart
@publichealthmap
@ingridtuinstra1

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

Top Tweeters in G2:
@cmo_odisha
@rabindr61087528
@jogibeti
@balakri78602703
@durjanharijanh2
@smeodisha
@bikashmancha
@msssundargarh
@susantapattnay8
@bpsethi

Top Tweeters in G3:
@attachmentmumma
@myarklamiss
@dayeskimo
@khabarhub_eng
@zayphar
@mrkm_a
@greendailynews
@vbboynt
@stpaulsrchigh
@littlemurthy

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

Top Tweeters in G5:
@susanbe36094276
@leoniedelt
@hassaanhch
@yorkieautie
@vicster82
@kengibs1
@barekicks
@be_witched77
@thatsmanderley

Top Tweeters in G6:
@springernature
@hpatrinos
@hartwigschafer
@diegolunabaz
@pablo_lavado
@tigranshmis
@mohammadaliyafi
@bnaceva
@jasmhincs

Top Tweeters in G7:
@fox13seattle
@senatedems
@pattymurray
@govinslee
@wadshs
@mclindabelcher
@riverslocal

Top Tweeters in G8:
@danampatton
@nbminor
@73newport
@pjones5280
@cprbrundin
@alefkowits

Top Tweeters in G9:
@tes
@eisunion
@henry_hepburn
@uftscotland
@jojo07800610
@emma_seith

Top Tweeters in G10:
@annikatyckeratt
@galinash
@nielsanielsen
@spid303
@pietertrapman
@ludvigsson