schoolclosure, Twitter, 4/9/2020 12:58:18 PM, 224686


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schoolclosure Twitter NodeXL SNA Map and Report for Thursday, 09 April 2020 at 12:17 UTC
schoolclosure Twitter NodeXL SNA Map and Report for Thursday, 09 April 2020 at 12:17 UTC
From:
SMRFoundation
Uploaded on:
April 09, 2020
Short Description:
schoolclosure via NodeXL https://bit.ly/39VeCIT
@maritstiles
@nayrbgo
@markj_ohnson
@scalarhumanity
@darrinpeppard
@verenanz
@mrsbpristem
@mrnunesteach
@zoom_us
@tsbray

Top hashtags:
#schoolclosure
#covid19
#coronavirus
#education
#remotelearning
#homeschooling

Description:
Description
The graph represents a network of 2,536 Twitter users whose recent tweets contained "schoolclosure", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 09 April 2020 at 12:25 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 24-minute period from Wednesday, 01 April 2020 at 15:29 UTC to Thursday, 09 April 2020 at 11:54 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 : 2536
Unique Edges : 2786
Edges With Duplicates : 541
Total Edges : 3327
Number of Edge Types : 5
Retweet : 780
Mentions : 662
MentionsInRetweet : 881
Tweet : 901
Replies to : 103
Self-Loops : 919
Reciprocated Vertex Pair Ratio : 0.0194306371441482
Reciprocated Edge Ratio : 0.0381205673758865
Connected Components : 907
Single-Vertex Connected Components : 479
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 305
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.808965
Graph Density : 0.000350923039590839
Modularity : 0.762702
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 2,536 Twitter users whose recent tweets contained "schoolclosure", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 09 April 2020 at 12:25 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 24-minute period from Wednesday, 01 April 2020 at 15:29 UTC to Thursday, 09 April 2020 at 11:54 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 : TwitterSearch
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.youtube.com/channel/UCDzhgvLDPD7BOgWN4Fz5kIA
[8] https://www.newsmax.com/us/inslee-coronavirus-schoolclosure-washington/2020/04/06/id/961660/
[8] https://www.urdunews.com/node/469056
[7] https://www.youtube.com/watch?v=jQ4-wrwHAxk&feature=youtu.be

[6] https://www.sudbury.com/
[6] https://eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.13.2000188
[6] https://www.inquirer.com/opinion/cartoons/coronavirus-donald-trump-anthony-fauci-deborah-birx-20200402.html
[5] http://the.socialexpress.com
[5] https://www.techlearning.com/how-to/helping-students-with-special-needs-to-cope-with-remote-learning?utm_source=Selligent&utm_medium=email&utm_campaign=16337&utm_content=Tech%26Learning+4/8/20+&utm_term=1239663&m_i=jbyjyOSBwrjt30J0Cks0kaKe2zCjsSIPq%2B5%2B9Lj5VJhdhgU2_8P%2BejrS1DcyrZhb4Dkcn_EL7fGtZhsqX3yKhFxZqxNc8Syjjm&M_BT=768573716914
[5] https://www.schoolrubric.com/teachers-adjust-to-teaching-from-home/

Top URLs in Tweet in G1:
[4] https://www.whizz.com/maths-resources/webinars/
[4] https://mummyfever.co.uk/5-easy-ways-to-keep-moving-during-lock-down/
[4] http://drjoannagoodman.blogspot.com/2020/03/covid-19-homeschooling-and-what-it.html?m=1
[3] https://thejournal.com/articles/2020/03/17/list-of-states-shutting-down-all-their-schools-grows-to-36.aspx
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanchi%2Farticle%2FPIIS2352-4642%2820%2930095-X%2Ffulltext&rc=0
[3] http://www.dyslexiakit.net/homeschooling-pandemic-parenting/
[2] https://www.registrationgateway.com/blog-post/k-12-school-registration-social-distancing/
[2] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/coronavirus-live-updates/2020/03/23/820138079/education-dept-says-disability-laws-shouldnt-get-in-the-way-of-online-learning
[2] http://mciptv.com
[2] https://www.woottonlowerschool.org/schoolclosure.html

Top URLs in Tweet in G4:
[7] https://www.youtube.com/channel/UCDzhgvLDPD7BOgWN4Fz5kIA
[2] https://twitter.com/verenanz/status/1245435653661134849?s=21
[2] https://www.codethecurve.org/
[1] https://twitter.com/indyfromspace/status/1247856156963409920
[1] https://twitter.com/birv2/status/1245791965242933249
[1] https://bryansanders.com/2020/03/traditional-school-pivot-due-to-covid-19/
[1] https://twitter.com/teachergoals/status/1245398830377549831
[1] https://twitter.com/playcraftlearn/status/1245354830677381126
[1] https://twitter.com/nayrbgo/status/1245627392946659329?s=21
[1] https://www.youtube.com/watch?v=qTZnjeO4tpM&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://www.bps.org.uk/sites/www.bps.org.uk/files/Member%20Networks/Divisions/DECP/Teacher%20resilience%20during%20coronavirus%20school%20closures.pdf
[1] https://www.edsurge.com/news/2020-04-02-what-students-are-doing-is-remote-learning-not-online-learning-there-s-a-difference

Top URLs in Tweet in G6:
[4] https://edurolearning.com/emergency-school-closures/
[3] https://www.youtube.com/watch?v=l_ub-Le5_Sw&list=PLzUlg0PYIbn3KHGCWjPu0wkajRME3LOOv&index=78

[3] https://www.youtube.com/watch?v=O29e4rRMrV4

[3] https://edwp.educ.msu.edu/maet/2020/03/20/ttremoteteaching4/
[2] https://koulu.me
[2] https://www.edsurge.com/news/2020-04-07-teachers-are-anxious-and-overwhelmed-they-need-sel-now-more-than-ever?utm_campaign=site&utm_content=share-47
[2] https://www.youtube.com/watch?v=9tVfVvmJP7E

[1] https://twitter.com/leenapontynen/status/1239561731833303043
[1] https://zoom.us/webinar/register/WN_Mxddkjo2SwyGz01i3aVwWg
[1] https://docs.google.com/forms/d/e/1FAIpQLSfRDTg4_SveJv2Goi5d86A41z7fQHMtseLBVfTgwMVwsET7Nw/viewform?usp=sf_link

Top URLs in Tweet in G7:
[3] https://bit.ly/2wo1n5W
[3] https://bit.ly/3aVzHVa
[3] https://bit.ly/2TSs9w4
[3] https://bit.ly/2UkqgHJ

Top URLs in Tweet in G8:
[1] https://twitter.com/GovInslee/status/1247277205194850304
[1] https://www.youtube.com/watch?v=tQf8i05V3Ls&feature=youtu.be

[1] https://twitter.com/seattletimes/status/1247278613885526016
[1] https://mynorthwest.com/1803714/washington-school-closures-rest-of-year-coronavirus/
[1] https://twitter.com/stories_school/status/1245358429218041856

Top URLs in Tweet in G10:
[1] https://www.bbc.co.uk/news/health-52180783
[1] https://twitter.com/darynsimon/status/1247404194853580800

Top Domains
Top Domains in Tweet in Entire Graph:
[136] twitter.com
[73] youtube.com
[39] co.uk
[15] instagram.com
[14] attachmentmummy.com
[12] google.com
[12] bit.ly
[11] blogspot.com
[10] socialexpress.com
[9] dyslexiakit.net

Top Domains in Tweet in G1:
[45] twitter.com
[19] co.uk
[13] attachmentmummy.com
[12] instagram.com
[10] blogspot.com
[9] dyslexiakit.net
[7] youtube.com
[5] google.com
[4] facebook.com
[4] npr.org

Top Domains in Tweet in G4:
[8] youtube.com
[7] twitter.com
[2] codethecurve.org
[1] bryansanders.com

Top Domains in Tweet in G5:
[2] org.uk
[1] edsurge.com

Top Domains in Tweet in G6:
[9] youtube.com
[4] edurolearning.com
[3] msu.edu
[2] koulu.me
[2] twitter.com
[2] edsurge.com
[1] zoom.us
[1] google.com

Top Domains in Tweet in G7:
[12] bit.ly

Top Domains in Tweet in G8:
[3] twitter.com
[1] youtube.com
[1] mynorthwest.com

Top Domains in Tweet in G10:
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1502] schoolclosure
[359] covid19
[175] coronavirus
[106] education
[71] remotelearning
[69] homeschooling
[67] distancelearning
[62] teachers
[57] lockdown
[55] stayhome



Top Hashtags in Tweet in G1:
[557] schoolclosure
[110] covid19
[69] coronavirus
[44] homeschooling
[39] education
[31] socialdistancing
[30] covidー19
[29] lockdown
[22] homeschooling2020
[22] schoolclosures

Top Hashtags in Tweet in G2:
[1] onted
[1] onpoli
[1] covid19
[1] schoolclosure

Top Hashtags in Tweet in G3:
[2] science
[2] schoolclosure
[1] homeschoolinguk
[1] homelearning
[1] homeschool
[1] primaryscience
[1] homeeducation
[1] homeschooling
[1] teacher

Top Hashtags in Tweet in G4:
[34] schoolclosure
[32] covid19
[18] learning2pivot
[14] rethinkschool
[10] edchat
[8] edtech
[6] teachers
[6] education
[4] research
[4] educators

Top Hashtags in Tweet in G5:
[23] schoolclosure
[1] homeschooling
[1] covid19

Top Hashtags in Tweet in G6:
[28] schoolclosure
[13] remotelearning
[12] virtuallearning
[9] edtech
[9] aassa
[9] edutech
[9] webinar
[9] technology
[6] fdrrocks
[5] distancelearning

Top Hashtags in Tweet in G7:
[11] schoolclosure
[8] primary
[3] cpd
[3] sltchat
[3] homelearning
[2] primaryleaders
[2] curriculumdevelopment
[2] planningahead
[2] takingstock
[2] curriculumthinking

Top Hashtags in Tweet in G8:
[12] schoolclosure
[5] waedu
[4] covid19
[3] washingtonstate
[2] distancelearning
[1] covid_19
[1] stayathome
[1] onlinelearning
[1] stayhomesavelives
[1] nbct

Top Hashtags in Tweet in G9:
[1] schoolclosure
[1] covid19
[1] coronavirus
[1] kids

Top Hashtags in Tweet in G10:
[5] schoolclosure
[2] eytalking
[1] covid19
[1] isolation
[1] earlyyears
[1] eytwittertagteam

Top Words
Top Words in Tweet in Entire Graph:
[2444] Words in Sentiment List#1: Positive
[924] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[63969] Non-categorized Words
[67337] Total Words
[2368] #schoolclosure
[580] #covid19
[503] school
[335] during
[332] students

Top Words in Tweet in G1:
[562] #schoolclosure
[152] school
[111] #covid19
[75] #coronavirus
[68] schools
[63] kids
[52] during
[52] year
[51] home
[50] day

Top Words in Tweet in G2:
[85] today
[85] followed
[85] minister
[85] education
[85] yesterday
[85] announcement
[85] families
[85] students
[85] educators
[85] still

Top Words in Tweet in G3:
[108] things
[72] day
[72] activity
[63] see
[63] #schoolclosure
[63] #science
[54] reversing
[54] arrows
[54] today's
[54] blow

Top Words in Tweet in G4:
[48] #schoolclosure
[45] #covid19
[32] verenanz
[26] #learning2pivot
[23] #rethinkschool
[20] join
[13] 1pm
[13] jcorippo
[12] johnwick
[12] livestream

Top Words in Tweet in G5:
[25] #schoolclosure
[21] hi
[21] produced
[21] paper
[21] focusing
[21] teacher
[21] resilience
[21] time
[21] useful
[21] followers

Top Words in Tweet in G6:
[47] #schoolclosure
[22] #edtech
[16] #remotelearning
[14] #virtuallearning
[12] #onlinelearning
[11] #aassa
[10] more
[9] join
[9] first
[9] global

Top Words in Tweet in G7:
[55] love
[43] #schoolclosure
[35] during
[33] read
[33] guides
[33] free
[33] website
[33] share
[33] families
[33] keep

Top Words in Tweet in G8:
[19] #schoolclosure
[10] #waedu
[9] school
[9] #covid19
[7] seniors
[7] students
[6] govinslee
[6] waospi
[6] times
[6] tough

Top Words in Tweet in G9:
[22] maybe
[22] change
[22] minds
[22] regarding
[22] need
[22] piling
[22] assignments
[22] giving
[22] grades
[22] right

Top Words in Tweet in G10:
[26] school
[23] #schoolclosure
[11] staff
[10] week
[9] 'food
[9] parcel'
[9] option
[9] catering
[9] company
[9] contracted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[248] #covid19,#schoolclosure
[136] #schoolclosure,#covid19
[109] during,#schoolclosure
[88] many,questions
[87] looking,forward
[86] students,educators
[85] today,followed
[85] followed,minister
[85] minister,education
[85] education,yesterday

Top Word Pairs in Tweet in G1:
[36] #covid19,#schoolclosure
[23] #coronavirus,#schoolclosure
[18] #schoolclosure,#covid19
[18] school,year
[13] #coronavirus,#covid19
[13] during,#schoolclosure
[13] #socialdistancing,#schoolclosure
[13] schools,closed
[13] #schoolclosure,#schoolclosures
[13] #schoolclosure,#socialdistancing

Top Word Pairs in Tweet in G2:
[85] today,followed
[85] followed,minister
[85] minister,education
[85] education,yesterday
[85] yesterday,announcement
[85] announcement,families
[85] families,students
[85] students,educators
[85] educators,still
[85] still,many

Top Word Pairs in Tweet in G3:
[54] day,reversing
[54] reversing,arrows
[54] arrows,today's
[54] today's,activity
[54] activity,blow
[54] blow,mind
[54] mind,refraction
[54] refraction,strange
[54] strange,things
[54] things,way

Top Word Pairs in Tweet in G4:
[26] #covid19,#schoolclosure
[14] #schoolclosure,#covid19
[12] 1pm,pst
[9] #schoolclosure,#learning2pivot
[8] join,livestream
[7] livestream,tomorrow
[7] tomorrow,april
[7] april,1pm
[7] pst,#edtech
[7] #edtech,#covid19

Top Word Pairs in Tweet in G5:
[21] produced,paper
[21] paper,focusing
[21] teacher,resilience
[21] time,#schoolclosure
[21] #schoolclosure,useful
[21] followers,members
[21] members,read
[15] hi,nahtnews
[15] nahtnews,we've
[15] we've,produced

Top Word Pairs in Tweet in G6:
[13] #virtuallearning,#schoolclosure
[11] #remotelearning,#virtuallearning
[9] join,first
[9] first,global
[9] global,#edutech
[9] #edutech,asia
[9] asia,#webinar
[9] #webinar,using
[9] using,#technology
[9] #technology,deliver

Top Word Pairs in Tweet in G7:
[35] during,#schoolclosure
[33] love,read
[33] reading,going
[33] going,during
[22] we've,put
[22] put,45
[22] 45,love
[22] read,fiction
[22] fiction,guides
[22] guides,website

Top Word Pairs in Tweet in G8:
[8] #covid19,#schoolclosure
[6] times,tough
[6] tough,supt
[6] supt,reykdal
[6] reykdal,message
[6] message,educators
[6] educators,parents
[6] parents,students
[6] students,graduating
[6] graduating,seniors

Top Word Pairs in Tweet in G9:
[22] maybe,change
[22] change,minds
[22] minds,regarding
[22] regarding,need
[22] need,piling
[22] piling,assignments
[22] assignments,giving
[22] giving,grades
[22] grades,right
[22] right,#schoolclosure

Top Word Pairs in Tweet in G10:
[9] 'food,parcel'
[9] parcel',option
[9] option,catering
[9] catering,company
[9] company,school
[9] school,contracted
[9] contracted,loaf
[9] loaf,bread
[9] bread,250g
[9] 250g,cheese

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@verenanz
@nahtnews
@gkes_smcps
@lpes_smcps
@les_smcps
@mbms_smcps
@hiveyear5
@piecorbett
@jcorippo
@johnwick

Top Mentioned in G1:

Top Mentioned in G4:
@verenanz
@jcorippo
@johnwick
@elizabethreilly
@janewaite
@joakleyiii
@mr_isaacs
@profetc
@pmolebash
@lmusoe

Top Mentioned in G5:
@nahtnews
@nasuwt
@bpsdonchair
@clinicalneuro
@jonathanjevans
@clinneuroprof
@npsyn1
@huwwilliams19
@suzanna_watson
@jessfish

Top Mentioned in G6:
@learningforward
@iste
@cogniaorg
@keithkrueger
@tsbray
@mskress3
@peducharme
@davecaleb
@rulerapproach
@mmelayman

Top Mentioned in G8:
@waospi
@govinslee
@farmer1701
@psesd
@chrisreykdal
@fwps210
@covid19

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@dancas2
@aaroncuddeback
@chilhon2016lap
@scribbledpages1
@sandradunn1955
@irishtimes
@citizentvkenya
@fehowarth
@bbcnews

Top Tweeters in G1:
@mummyfever
@attachmentmumma
@russellsriff
@greentoneenviro
@stephenpkendal
@xristian806
@ktvotv
@diamondave
@georgetterain
@geminigod

Top Tweeters in G2:
@meeksvs
@kevinrns
@michaelcozens
@kathy73921688
@p11971
@normsworld
@lindahaslett
@imacaper2
@tlsaloranta
@etfopresident

Top Tweeters in G3:
@glazgow
@priscigeeks
@mgilbranch
@brixtonparent
@kidskreate
@nevesprime
@flomellynews
@mrspaynee0
@mesne_lea
@hulluniscience

Top Tweeters in G4:
@aaroncuddeback
@entwistletx
@dawnroseturner
@educationweek
@scalarhumanity
@jcorippo
@mr_isaacs
@garystager
@caroleannesr
@pcalleypbvusd

Top Tweeters in G5:
@lovelydiia_
@flowersorcakes
@topcate
@nahtnews
@canexeter
@nasuwt
@darwinclaire4
@st_psy
@vickypsych
@amcisnews

Top Tweeters in G6:
@bethhill2829
@markj_ohnson
@ficci_india
@tsbray
@iste
@mmelayman
@elpatojomayor
@darrinpeppard
@learningforward
@davecaleb

Top Tweeters in G7:
@thefixupteam
@andrew_cowley23
@cornerstonesedu
@shipstonhead
@jmass100
@aberbargoedps
@gibbinscharlie
@ysgolpumheol
@edu_mkaur
@mbroschools

Top Tweeters in G8:
@covid19
@waospi
@thausman
@psesd
@govinslee
@fwps210
@itjustdawndonme
@risphillips
@mvschools
@chrisreykdal

Top Tweeters in G9:
@rmbyrne
@yadhira__parra
@bhudd
@russechd
@ahsradtke
@rdjennings3
@emerxonf
@jeffcarn
@lluviaromero02
@johnmullenjr

Top Tweeters in G10:
@daisydewdrop18
@marieannswift
@eytalking
@johnbocking
@kennygfrederick
@stevietgrant
@darynsimon
@karamballes
@keep_eys_unique
@karen51915938


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