schoolclosure, Twitter, 5/26/2022 7:59:13 AM, 277079


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schoolclosure_2022-05-26_00-37-53.xlsx
schoolclosure_2022-05-26_00-37-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/39VGnaa
@atmashakti3
@bagh_laxmi
@12_baje
@unesco
@liberalism2021
@francis_joseph
@educationgovuk
@armitagescott
@devoncc
@bhojrsingh

Top hashtags:
#schoolclosure
#stormeunice
#covid19
#devon
#education
#delhi
#covidvaccination

Description:
Description
The graph represents a network of 252 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 Thursday, 26 May 2022 at 07:38 UTC.

The requested start date was Thursday, 26 May 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 111-day, 8-hour, 34-minute period from Tuesday, 01 February 2022 at 06:56 UTC to Monday, 23 May 2022 at 15:31 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 : 252
Unique Edges : 117
Edges With Duplicates : 344
Total Edges : 461
Number of Edge Types : 5
Retweet : 153
MentionsInRetweet : 176
Mentions : 29
Replies to : 7
Tweet : 96
Self-Loops : 97
Reciprocated Vertex Pair Ratio : 0.00515463917525773
Reciprocated Edge Ratio : 0.0102564102564103
Connected Components : 82
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 124
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.465116
Graph Density : 0.00308290646936065
Modularity : 0.472933
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 252 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 Thursday, 26 May 2022 at 07:38 UTC.

The requested start date was Thursday, 26 May 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 111-day, 8-hour, 34-minute period from Tuesday, 01 February 2022 at 06:56 UTC to Monday, 23 May 2022 at 15:31 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:
[5] 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
[3] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[3] https://mailchi.mp/ed3338e7742c/classes-canceled-2322
[2] https://www.devon.gov.uk/schools/closure/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[1] https://healtheducationresources.unesco.org/library/documents/responding-emergency-guide-food-banks-and-school-meal-programs
[1] https://twitter.com/i/web/status/1528609586487480320
[1] https://localnews8.com/news/top-stories/2022/05/19/no-school-friday-for-taylorview-middle-school/
[1] https://localnews8.com/news/top-stories/2022/02/23/school-closures-for-february-23-2022/
[1] https://english.khabarhub.com/2022/11/251308/

Top URLs in Tweet in G1:
[1] https://educationbytes.in/less-than-29-students-in-odisha-had-access-to-smartphones-during-pandemic-in-2020/

Top URLs in Tweet in G2:
[1] https://twitter.com/ashleynmcb/status/1488354409453015041
[1] https://www.torbridge.net/tor-bridge-high
[1] http://lonestarsuv.net
[1] https://twitter.com/wfaaweather/status/1488705408768385029
[1] https://www.thetelegraphandargus.co.uk/news/19892401.st-josephs-primary-nursery-keighley-closed-due-shortage/?ref=twtrec
[1] https://denvergazette.com/news/weather/weather-snow-storm-forces-some-schools-to-cancel-on-wednesday/article_b2a185e6-83c8-11ec-9984-771ecb10efed.html
[1] https://twitter.com/ZZZZZZZZZZZack/status/1488623090338656256
[1] https://pakistannewshub.com/school-closure-in-bangladesh-due-to-rise-in-omicron-cases/
[1] https://www.bangladeshlivenews.com/en/bangladesh/details/covid-19-educational-institutions-closure-extended-for-two-more-weeks
[1] https://www.bangladeshlivenews.com/bn/bangladesh/details/covid-19-educational-institutions-closure-extended-for-two-more-weeks

Top URLs in Tweet in G4:
[1] https://en.unesco.org/covid19/educationresponse/consequences

Top URLs in Tweet in G5:
[1] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/886993/s0141-sage-sub-group-role-children-transmission-160420-sage26.pdf

Top URLs in Tweet in G6:
[2] https://www.devon.gov.uk/schools/closure/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[1] https://www.devon.gov.uk/schools/closure/?utm_source=Facebook&utm_medium=social&utm_campaign=Orlo

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1495235600571453442

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

Top URLs in Tweet in G10:
[1] https://www.kingedwardvi.devon.sch.uk/schoolclosure

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[128] schoolclosure
[15] stormeunice
[14] covid19
[10] devon
[9] education
[9] delhi
[9] covidvaccination
[8] children
[8] wind
[7] arrivealive



Top Hashtags in Tweet in G1:
[3] mochatashali
[3] schoolclosure
[1] reopeningdilemma
[1] learningloss
[1] bleakfuture
[1] missionchatashali
[1] educationmatters
[1] childrenissue
[1] learning

Top Hashtags in Tweet in G2:
[45] schoolclosure
[5] education
[4] snow
[4] covid19
[3] schools
[3] weather
[3] school
[3] covid_19
[3] children
[3] lockdown

Top Hashtags in Tweet in G3:
[9] delhi
[2] schoolclosure
[1] covid19
[1] school

Top Hashtags in Tweet in G4:
[3] future
[3] children
[3] volunteers
[2] schoolclosure
[1] learningloss

Top Hashtags in Tweet in G5:
[8] schoolclosure

Top Hashtags in Tweet in G6:
[11] stormeunice
[10] devon
[8] wind
[3] wearedevon
[3] weatheraware
[3] schoolclosure
[1] weatherwarning

Top Hashtags in Tweet in G7:
[9] covidvaccination

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

Top Hashtags in Tweet in G9:
[2] schoolclosure
[2] covid19
[1] shameful

Top Hashtags in Tweet in G10:
[5] totnes
[1] stormeunice

Top Words
Top Words in Tweet in Entire Graph:
[129] school
[126] #schoolclosure
[103] schools
[69] due
[59] closed
[56] again
[52] atmashakti3
[52] scheduled
[51] offline
[50] odisha

Top Words in Tweet in G1:
[51] atmashakti3
[49] odisha
[49] school
[49] reopening
[49] stand
[49] dilemma
[49] again
[49] offline
[49] class
[49] schools

Top Words in Tweet in G2:
[45] #schoolclosure
[26] school
[18] closed
[13] due
[10] february
[8] friday
[7] today
[7] weather
[7] schools
[6] day

Top Words in Tweet in G3:
[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 G4:
[6] youth
[6] help
[3] future
[3] nation
[3] actions
[3] #future
[3] #children
[3] calling
[3] #volunteers
[2] schools

Top Words in Tweet in G5:
[9] children
[8] 10downingstreet
[8] educationgovuk
[8] well
[8] aware
[8] damage
[8] #schoolclosure
[8] isolation
[8] see
[8] annex

Top Words in Tweet in G6:
[22] due
[12] schools
[12] open
[11] #stormeunice
[10] hit
[10] tomorrow
[10] decide
[10] unsafe
[10] extremely
[10] strong

Top Words in Tweet in G7:
[18] gt
[9] due
[9] success
[9] #covidvaccination
[9] 82
[9] vaccinated
[9] nov
[9] 21
[9] 50
[9] boosted

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

Top Words in Tweet in G9:
[2] outwoodportland
[2] #schoolclosure
[2] again
[2] y7
[2] excuse
[2] #covid19
[2] dare
[2] further
[2] steal
[2] more

Top Words in Tweet in G10:
[9] kevicc
[5] friday
[5] 18
[5] february
[5] #totnes
[5] closed
[5] virtual
[5] learning
[5] provision
[5] allow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] odisha,school
[50] school,reopening
[50] reopening,stand
[50] stand,dilemma
[50] dilemma,again
[50] again,offline
[50] offline,class
[50] class,schools
[50] schools,scheduled
[50] scheduled,started

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

Top Word Pairs in Tweet in G2:
[8] school,closed
[5] friday,february
[4] due,inclement
[4] inclement,weather
[3] february,2022
[3] #schools,#schoolclosure
[3] school,closures
[3] closed,today
[3] #lockdown,#schoolclosure
[2] wednesday,due

Top Word Pairs in Tweet in G3:
[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 G4:
[3] youth,future
[3] future,nation
[3] nation,actions
[3] actions,help
[3] help,#future
[3] #future,#children
[3] #children,calling
[3] calling,youth
[3] youth,#volunteers
[3] #volunteers,help

Top Word Pairs in Tweet in G5:
[8] 10downingstreet,educationgovuk
[8] educationgovuk,well
[8] well,aware
[8] aware,damage
[8] damage,children
[8] children,#schoolclosure
[8] #schoolclosure,isolation
[8] isolation,see
[8] see,annex
[8] annex,'94

Top Word Pairs in Tweet in G6:
[10] due,hit
[10] tomorrow,schools
[10] schools,decide
[10] decide,unsafe
[10] unsafe,open
[10] open,due
[10] due,extremely
[10] extremely,strong
[8] #stormeunice,due
[8] hit,#devon

Top Word Pairs in Tweet in G7:
[9] due,success
[9] success,#covidvaccination
[9] #covidvaccination,gt
[9] gt,82
[9] 82,vaccinated
[9] vaccinated,nov
[9] nov,21
[9] 21,gt
[9] gt,50
[9] 50,boosted

Top Word Pairs in Tweet in G8:
[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 G9:
[2] outwoodportland,#schoolclosure
[2] #schoolclosure,again
[2] again,y7
[2] y7,excuse
[2] excuse,#covid19
[2] #covid19,dare
[2] dare,further
[2] further,steal
[2] steal,more
[2] more,child

Top Word Pairs in Tweet in G10:
[5] friday,18
[5] 18,february
[5] february,kevicc
[5] kevicc,#totnes
[5] #totnes,closed
[5] closed,virtual
[5] virtual,learning
[5] learning,provision
[5] provision,allow
[5] allow,students

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@atmashakti3
@francis_joseph
@alljakeman
@msisodia
@educationgovuk
@bhojrsingh
@devoncc
@10downingstreet
@usforthemuk
@kevicc

Top Mentioned in G1:
@atmashakti3
@cmo_odisha
@samirdash01
@smeodisha
@bpsethi
@samirmohantybjp

Top Mentioned in G3:
@francis_joseph
@msisodia

Top Mentioned in G4:
@12_baje
@unesco
@atmashakti3
@azimpremjiuniv
@erin_ville
@bogochisaac
@greaterfoolvan
@protect_bc

Top Mentioned in G5:
@10downingstreet
@educationgovuk
@usforthemuk

Top Mentioned in G6:
@devoncc
@torridgedc

Top Mentioned in G7:
@bhojrsingh

Top Mentioned in G8:
@_arrivealive
@trafficrtmc

Top Mentioned in G9:
@educationgovuk
@nadhimzahawi
@ofstednews
@juliahb1
@iromg

Top Mentioned in G10:
@kevicc
@keviccparents

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@attachmentmumma
@iromg
@dannywijnhoud
@msyoudoyou
@_arrivealive
@juliahb1
@designstrobe
@corona_tweet
@coachgoodman

Top Tweeters in G1:
@cmo_odisha
@samirmohantybjp
@bharatirao13
@chittar33041399
@sasmita47438127
@gobaerdhan
@sunadharkirsan2
@ashishk59983703
@bindhanibhusan
@batakru64124836

Top Tweeters in G2:
@attachmentmumma
@piratefm
@annmlee1
@tiffmyoungperry
@fishergirl39
@khabarhub_eng
@toddkunztv
@banglalivenews
@careers360
@denvergazette

Top Tweeters in G3:
@yashshankar12
@shaakbhaji
@amitctweets
@msisodia
@snehamordani
@francis_joseph
@mahin_afzal
@nitinrdalvi1
@deepakpndt19
@uj_unmesh

Top Tweeters in G4:
@msyoudoyou
@unesco
@liberalism2021
@erin_ville
@greaterfoolvan
@bogochisaac
@azimpremjiuniv
@protect_bc
@bagh_laxmi
@balaram20365212

Top Tweeters in G5:
@katlogic88
@educationgovuk
@hoghugs
@hardlyperennial
@kennethjolivet
@10downingstreet
@denisecassata
@usforthemuk
@slimojean
@jane51982531

Top Tweeters in G6:
@wendymounce
@nicholashayman
@egaluemozo
@devoncc
@hmgsouthwest
@tsconnected
@torridgedc
@devonmusicedhub
@ckevinmitchell
@westhillpc

Top Tweeters in G7:
@hpatel22849078
@pmcdunnough
@ivangoe4
@blahman24
@bhojrsingh
@haile20adane
@aussiekerry1985
@forgedcoupon
@pekilot

Top Tweeters in G8:
@_arrivealive
@trafficrtmc
@jen5615
@brproadproducts
@carmend08266002
@henrycmeyer

Top Tweeters in G9:
@iromg
@juliahb1
@nadhimzahawi
@ofstednews
@armitagescott
@outwoodportland

Top Tweeters in G10:
@motooleplymuni
@kevicc
@foodincommun
@alansaltuk
@keviccparents
@bexsnow