schoolclosure, Twitter, 5/7/2020 7:35:34 AM, 226270


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schoolclosure Twitter NodeXL SNA Map and Report for Thursday, 07 May 2020 at 07:27 UTC
schoolclosure Twitter NodeXL SNA Map and Report for Thursday, 07 May 2020 at 07:27 UTC
From:
SMRFoundation
Uploaded on:
May 07, 2020
Short Description:
schoolclosure via NodeXL https://bit.ly/2WbIDAM
@randaltsrandal
@mansoor_ali9
@gcsepod
@pramodverma9
@ayizes
@hrdministry
@betsydevos
@pmoindia
@andrew_adonis
@old_oakprimary

Top hashtags:
#schoolclosure
#covid19
#lockdown
#education
#homelearning
#coronavirus

Description:
Description
The graph represents a network of 941 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, 07 May 2020 at 07:31 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 25-minute period from Tuesday, 28 April 2020 at 14:21 UTC to Thursday, 07 May 2020 at 06:46 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 : 941
Unique Edges : 1448
Edges With Duplicates : 412
Total Edges : 1860
Number of Edge Types : 5
Retweet : 448
Tweet : 316
MentionsInRetweet : 702
Mentions : 331
Replies to : 63
Self-Loops : 324
Reciprocated Vertex Pair Ratio : 0.0265095729013255
Reciprocated Edge Ratio : 0.0516499282639885
Connected Components : 277
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 358
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.755394
Graph Density : 0.00157596038618943
Modularity : 0.737478
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 941 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, 07 May 2020 at 07:31 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 25-minute period from Tuesday, 28 April 2020 at 14:21 UTC to Thursday, 07 May 2020 at 06:46 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:
[23] http://smartdissent.com/article/betsy-devos-given-power-waive-special-education-while-schools-are
[10] https://www.fixuponlineacademy.com/courses/happylifeacademymasterclass
[9] https://annefrank.org.uk/home-learning-resources/
[7] https://www.youtube.com/watch?v=EwNYmKZ_iDA&feature=youtu.be

[5] http://striptekenaar.info
[5] https://schoolclosures.org/
[5] https://www.eurosurveillance.org/
[5] https://www.mprnews.org/story/2020/04/24/minnesotas-schools-wont-reopen-this-academic-year-heres-what-you-need-to-know
[3] https://smcps.nutrislice.com/
[3] https://mailchi.mp/jhu.edu/schoolclosure

Top URLs in Tweet in G1:
[3] https://mailchi.mp/jhu.edu/schoolclosure
[2] https://www.theverge.com/2020/3/31/21200972/college-students-graduation-minecraft-coronavirus-school-closures
[2] http://www.stanlabvr.com/signup
[2] https://edtechmagazine.com/k12/article/2018/06/8-tips-strengthen-parent-involvement-digital-tools
[2] https://www.blenheim.surrey.sch.uk/1643/wellbeing-and-mental-health
[2] https://apps.apple.com/us/app/timeline-of-inventions/id1353361882#?platform=ipad
[1] http://blogs.edweek.org/teachers/classroom_qa_with_larry_ferlazzo/2020/04/infographic_7_tips_for_remote_teaching.html
[1] https://www.adklearning.com/
[1] https://www.wusa9.com/article/news/verify/verify-families-with-students-can-get-free-internet-service-if-they-didnt-have-it-before/507-cbcbc6b6-9430-479b-b81f-0180c532edbe
[1] https://www.disabilityscoop.com/2020/04/28/devos-no-reason-waive-provisions-idea/28244/

Top URLs in Tweet in G2:
[1] http://www.openculture.com/2016/08/enter-an-archive-of-6000-historical-childrens-books-all-digitized-and-free-to-read-online.html

Top URLs in Tweet in G3:
[1] https://teachreal.wordpress.com/2020/04/30/a-thank-you-letter-to-teachers-and-support-staff/

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=OSqKn6l-o8A&feature=youtu.be

[1] https://twitter.com/qphschester/status/1257604424463192065

Top URLs in Tweet in G5:
[1] https://www.sbs.com.au/news/concern-in-europe-as-france-confirms-more-children-have-new-disease-with-possible-coronavirus-link?cid=news:socialshare:twitter

Top URLs in Tweet in G6:
[23] http://smartdissent.com/article/betsy-devos-given-power-waive-special-education-while-schools-are
[1] https://news.bloomberglaw.com/coronavirus/children-with-coronavirus-may-be-just-as-infectious-as-adults

Top URLs in Tweet in G7:
[3] https://smcps.nutrislice.com/

Top URLs in Tweet in G8:
[2] https://twitter.com/AyizeS/status/1255874617950048256
[1] https://docs.google.com/file/d/1uMeB2wy2VQHtTw60aaf9qFXVJbfV4GR0/edit?usp=docslist_api&filetype=msword
[1] https://twitter.com/ayizes/status/1255874617950048256
[1] https://twitter.com/MoreThanScore/status/1257021698920058883

Top URLs in Tweet in G9:
[1] https://twitter.com/ETHealthWorld/status/1255180022555398147

Top Domains
Top Domains in Tweet in Entire Graph:
[35] twitter.com
[28] co.uk
[25] youtube.com
[23] smartdissent.com
[15] instagram.com
[14] apple.com
[10] fixuponlineacademy.com
[10] org.uk
[6] scoonews.com
[6] eurosurveillance.org

Top Domains in Tweet in G1:
[14] instagram.com
[10] twitter.com
[8] co.uk
[5] youtube.com
[4] apple.com
[3] sch.uk
[3] mailchi.mp
[2] theverge.com
[2] stanlabvr.com
[2] edtechmagazine.com

Top Domains in Tweet in G2:
[1] openculture.com

Top Domains in Tweet in G3:
[1] wordpress.com

Top Domains in Tweet in G4:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] com.au

Top Domains in Tweet in G6:
[23] smartdissent.com
[1] bloomberglaw.com

Top Domains in Tweet in G7:
[3] nutrislice.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] google.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[527] schoolclosure
[78] covid19
[63] lockdown
[52] education
[39] homelearning
[31] coronavirus
[27] homeschool
[27] stayhome
[25] remotelearning
[24] quarantine



Top Hashtags in Tweet in G1:
[140] schoolclosure
[21] covid19
[17] lockdown
[10] socialdistancing
[9] education
[8] homeschooling
[8] remotelearning
[7] coronavirus
[7] school
[7] school2020

Top Hashtags in Tweet in G2:
[1] schoolclosure
[1] coronavirus

Top Hashtags in Tweet in G3:
[2] schoolclosure
[1] coronavirus

Top Hashtags in Tweet in G4:
[7] schoolclosure
[4] homelearning
[4] ks4
[4] ks5
[2] lockdown
[2] wellbeing
[1] covidー19
[1] familytime
[1] covid19
[1] remotelearning

Top Hashtags in Tweet in G5:
[1] auspol
[1] schoolclosure

Top Hashtags in Tweet in G6:
[23] education
[6] schoolclosure
[5] smartdissent
[5] educationinthetimeofcovid
[1] new
[1] reports
[1] virus
[1] kids
[1] schools
[1] breaking

Top Hashtags in Tweet in G7:
[14] schoollunchheroes
[5] schoolclosure
[4] schoollunchheroday
[1] essentialworkers
[1] maythefourthbewithyou
[1] monday
[1] mondaymotivation

Top Hashtags in Tweet in G8:
[5] schoolclosure
[2] jointstatement
[2] covid19
[2] giveeducationfundingtofamilies
[2] covid
[1] idea
[1] covid_19
[1] radicaleducationidea4postcovid
[1] giveneducationmoneytofamilies
[1] schools

Top Hashtags in Tweet in G9:
[2] schoolclosure
[1] schoolfeeswaivecarona
[1] schoolfees
[1] school2020
[1] onlineclasses
[1] onlinelearning
[1] extendthelockdown
[1] coronavirus
[1] covid19

Top Hashtags in Tweet in G10:
[13] schoolclosure
[5] online
[5] music
[5] singing
[3] keyworkers
[2] primary
[2] edutwitter
[2] oldoakfamily
[1] varjakpaw
[1] sfsaid

Top Words
Top Words in Tweet in Entire Graph:
[888] Words in Sentiment List#1: Positive
[368] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[25100] Non-categorized Words
[26356] Total Words
[898] #schoolclosure
[145] school
[140] schools
[136] day
[109] #covid19

Top Words in Tweet in G1:
[141] #schoolclosure
[31] school
[23] day
[22] schools
[21] #covid19
[17] #lockdown
[14] children
[13] students
[12] learning
[12] kids

Top Words in Tweet in G2:
[19] nilyadutt
[19] harvardhealth
[19] carmenmcleanphd
[19] bpsofficial
[19] ompsychiatrist
[19] dr_samirparikh
[19] drsameerkalani
[19] counsellorscafe
[19] drmarsha
[19] ap_behera

Top Words in Tweet in G3:
[29] andrew_adonis
[29] letter
[29] #schoolclosure
[28] decides
[28] reveal
[28] ignorance
[28] difficulties
[28] facing
[28] schools
[28] during

Top Words in Tweet in G4:
[80] remember
[46] #schoolclosure
[42] ks4
[42] ks5
[42] transition
[42] check
[42] bio
[40] tips
[40] link
[40] free

Top Words in Tweet in G5:
[56] italy
[28] united
[28] kingdom
[28] recent
[28] days
[28] sounded
[28] alarm
[28] disease
[28] children
[28] possible

Top Words in Tweet in G6:
[24] betsydevos
[24] #schoolclosure
[23] icymi
[23] given
[23] power
[23] waive
[23] special
[23] #education
[23] schools
[23] closed

Top Words in Tweet in G7:
[43] day
[23] #schoolclosure
[23] msdenutrition
[22] today
[18] nokidhungrymd
[17] heroes
[16] schoollunch
[14] wear
[14] capes
[14] caught

Top Words in Tweet in G8:
[7] #schoolclosure
[4] year
[4] children
[4] educationgovuk
[3] absolutely
[3] appropriate
[3] age
[3] exposed
[3] tests
[3] duty

Top Words in Tweet in G9:
[3] fee
[2] mohfw_india
[2] #schoolclosure

Top Words in Tweet in G10:
[14] #schoolclosure
[8] one
[7] children
[7] more
[6] the_ipc
[5] continue
[5] until
[5] september
[5] created
[5] #online

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] students,parents
[42] ks4,ks5
[40] schools,closed
[40] ks5,transition
[40] transition,tips
[40] remember,check
[40] check,link
[40] link,bio
[40] bio,free
[40] free,access

Top Word Pairs in Tweet in G1:
[11] #lockdown,#schoolclosure
[8] #covid19,#schoolclosure
[8] school,closure
[6] lockdown,day
[6] closure,day
[5] #schoolclosure,#edtech
[5] covid,19
[5] #socialdistancing,#flattenthecurve
[5] #flattenthecurve,#suzontrails
[5] #schoolclosure,#flashback

Top Word Pairs in Tweet in G2:
[19] nilyadutt,harvardhealth
[19] harvardhealth,carmenmcleanphd
[19] carmenmcleanphd,bpsofficial
[19] bpsofficial,ompsychiatrist
[19] ompsychiatrist,dr_samirparikh
[19] dr_samirparikh,drsameerkalani
[19] drsameerkalani,counsellorscafe
[19] counsellorscafe,drmarsha
[19] drmarsha,ap_behera
[19] ap_behera,amritat

Top Word Pairs in Tweet in G3:
[28] andrew_adonis,decides
[28] decides,reveal
[28] reveal,ignorance
[28] ignorance,difficulties
[28] difficulties,facing
[28] facing,schools
[28] schools,during
[28] during,lockdown
[28] lockdown,greeborunner
[28] greeborunner,writes

Top Word Pairs in Tweet in G4:
[42] ks4,ks5
[40] ks5,transition
[40] transition,tips
[40] remember,check
[40] check,link
[40] link,bio
[40] bio,free
[40] free,access
[40] access,catalogue
[40] remember,share

Top Word Pairs in Tweet in G5:
[28] united,kingdom
[28] kingdom,italy
[28] italy,recent
[28] recent,days
[28] days,sounded
[28] sounded,alarm
[28] alarm,disease
[28] disease,children
[28] children,possible
[28] possible,links

Top Word Pairs in Tweet in G6:
[23] icymi,betsydevos
[23] betsydevos,given
[23] given,power
[23] power,waive
[23] waive,special
[23] special,#education
[23] #education,schools
[23] schools,closed
[23] closed,link
[23] link,#smartdissent

Top Word Pairs in Tweet in G7:
[17] nokidhungrymd,msdenutrition
[14] heroes,wear
[14] wear,capes
[14] capes,caught
[14] caught,oven
[14] oven,door
[14] door,honoring
[14] honoring,#schoollunchheroes
[14] #schoollunchheroes,day
[14] day,today

Top Word Pairs in Tweet in G8:
[3] absolutely,appropriate
[3] appropriate,year
[3] year,children
[3] children,age
[3] age,exposed
[3] exposed,tests
[3] tests,educationgovuk
[3] educationgovuk,duty
[3] duty,shelter
[3] shelter,youngest

Top Word Pairs in Tweet in G10:
[5] #schoolclosure,continue
[5] continue,until
[5] until,september
[5] september,created
[5] created,more
[5] more,#online
[5] #online,#music
[5] #music,#singing
[5] #singing,lessons
[5] lessons,one

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@andrew_adonis
@greeborunner
@betsydevos
@msdenutrition
@harvardhealth
@carmenmcleanphd
@bpsofficial
@ompsychiatrist
@dr_samirparikh
@drsameerkalani

Top Mentioned in G2:
@harvardhealth
@carmenmcleanphd
@bpsofficial
@ompsychiatrist
@dr_samirparikh
@drsameerkalani
@counsellorscafe
@drmarsha
@ap_behera
@amritat

Top Mentioned in G3:
@andrew_adonis
@greeborunner

Top Mentioned in G4:
@pixlclub
@stgabsbury

Top Mentioned in G6:
@betsydevos
@danfrench
@govphilscott
@chriscuomo
@donlemon

Top Mentioned in G7:
@msdenutrition
@nokidhungrymd
@schoollunch
@les_smcps
@healthystmarys
@nutrislice
@lpes_smcps
@gkes_smcps
@mbms_smcps

Top Mentioned in G8:
@educationgovuk
@blackpoolyc
@esmeefairbairn
@byclive
@tchkimpossible
@eimayorga
@chcnaacp
@sifill_ldf
@tolerance_org
@montessori4sj

Top Mentioned in G9:
@pmoindia
@tsrawatbjp
@dipr_uk
@mohfw_india
@ukmedicalhealth
@ddma_dehradun
@ddncity07
@dehradun_city
@uttarakhand
@thedehraduncity

Top Mentioned in G10:
@the_ipc
@bistbilisi
@beatgoesonuk
@musicmarkuk
@collinsmusiced
@collins_int
@clpe1
@whatsfsaid
@davemckean
@dfb_storyhouse

Top Tweeters
Top Tweeters in Entire Graph:
@marthalynneowe1
@guardian
@henjoeschmoe
@keepcalmresist
@skynews
@mummyfever
@usatoday
@omar_quraishi
@norm_berry
@attachmentmumma

Top Tweeters in G1:
@mummyfever
@gizmodouk
@carriehkelly
@bermaninstitute
@steinbrinklaura
@ohlottie
@cbiz
@mrs_flangee
@gwarkowianka
@eschoolview

Top Tweeters in G2:
@lordbonkers
@mrk3692
@bpsofficial
@thecubanpanda
@openculture
@headspace
@nhsengland
@outsiderquest
@blitterobject
@mincandescence

Top Tweeters in G3:
@ensermark
@jordyjax
@xris32
@menain
@teacherglitter
@andrew_adonis
@mr_n_wood
@susansenglish
@zoeparamour
@alan_rowse

Top Tweeters in G4:
@gcsepod
@dcc_news
@adeleewright
@pixlclub
@thornleigh
@brigshawnews
@stedcamp
@argoed_english
@greenfieldtweet
@aberdareschool

Top Tweeters in G5:
@heb2205
@jaquix173
@marioricciard18
@joneshowdareyou
@isad88
@randaltsrandal
@popcoin3
@dameladeedah
@talkingtothetv
@mspraxis

Top Tweeters in G6:
@marthalynneowe1
@henjoeschmoe
@keepcalmresist
@norm_berry
@workingtrucker
@smartdissent
@caborradaileho1
@lazulilady
@pjcadams
@sha210

Top Tweeters in G7:
@slimjim2123
@smcps_md
@mdpublicschools
@chs_smcps
@diaadf
@schoollunch
@smchd_gov
@marylandhunger
@kittenpawsbb
@healthystmarys

Top Tweeters in G8:
@mdawriter
@sifill_ldf
@ayizes
@eimayorga
@naacp
@educationgovuk
@drcamikaroyal
@neatoday
@byclive
@tolerance_org

Top Tweeters in G9:
@educationweek
@who
@mohfw_india
@uttarakhand
@dipr_uk
@tsrawatbjp
@lunghealthfdn
@philipshealth
@schooledupunjab
@mwomenhrd

Top Tweeters in G10:
@booktrust
@radiozitymusic
@twinklresources
@whatsfsaid
@clpe1
@nhsenglandldn
@musicmarkuk
@dfb_storyhouse
@davemckean
@beatgoesonuk


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