schoolclosure, Twitter, 4/2/2022 4:17:40 AM, 274163


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schoolclosure_2022-04-01_20-24-00.xlsx
schoolclosure_2022-04-01_20-24-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2022
Short Description:
schoolclosure via NodeXL https://bit.ly/3LyfOVU
@atmashakti3
@12_baje
@jfenster
@cmo_odisha
@chittar33041399
@ssjharsuguda
@mjksdeogarh
@digalsamuka
@sabitrimajhi7
@sasmita47438127

Top hashtags:
#schoolclosure
#covid19
#children
#future
#volunteers
#education

Description:
Description
The graph represents a network of 496 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, 02 April 2022 at 03:25 UTC.

The requested start date was Saturday, 02 April 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 118-day, 15-hour, 52-minute period from Friday, 03 December 2021 at 14:12 UTC to Friday, 01 April 2022 at 06:04 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 : 496
Unique Edges : 243
Edges With Duplicates : 613
Total Edges : 856
Number of Edge Types : 5
Mentions : 103
Tweet : 155
Retweet : 268
MentionsInRetweet : 314
Replies to : 16
Self-Loops : 156
Reciprocated Vertex Pair Ratio : 0.0206185567010309
Reciprocated Edge Ratio : 0.0404040404040404
Connected Components : 162
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 101
Maximum Edges in a Connected Component : 233
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.51708
Graph Density : 0.00161290322580645
Modularity : 0.499337
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 496 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, 02 April 2022 at 03:25 UTC.

The requested start date was Saturday, 02 April 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 118-day, 15-hour, 52-minute period from Friday, 03 December 2021 at 14:12 UTC to Friday, 01 April 2022 at 06:04 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:
[6] https://gadflyonthewallblog.com/2022/01/05/dont-blame-teachers-for-covid-quarantines-and-closures/
[4] https://schoolreadinglist.co.uk/resources/online-courses-and-learning-for-children-and-teens/
[3] https://mailchi.mp/ed3338e7742c/classes-canceled-2322
[3] https://www.outlookindia.com/magazine/story/india-news-education-is-key-to-battling-indias-poverty-challenge/305291
[2] https://www.devon.gov.uk/schools/closure/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[2] the
[2] https://www.docgiff.com/article/how-much-longer-can-parents-take-it/
[2] https://drive.google.com/file/d/133Zr3iTj7IBo1DlckUqi6dV7OBAhfMxi/view?usp=sharing
[2] https://nijamtoday.com/2021/12/13/32-cr-children-affected-by-school-closure/
[1] https://www.rdcrs.ca/our-division/whats-new/post/holy-trinity-school-to-remain-closed-due-to-mechanical-issues

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1466905955375796225
[1] https://www.youtube.com/watch?v=rGz4TMy-hfM

[1] https://twitter.com/fitterhappieraj/status/1464594247240331272
[1] https://twitter.com/JanetMuseveni/status/1470701729784156162
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports-medicine%2Ffulltext%2FS2666-3791%2821%2900320-7&rc=0
[1] https://twitter.com/NOS/status/1470733291523383297
[1] https://www.washingtonpost.com/education/2021/12/14/good-counsel-covid-outbreak-canceled/?tid=ss_tw
[1] https://educationbytes.in/school-closures-again-would-be-disastrous-for-children-unicef/
[1] https://www.bbc.com/news/education-59650108
[1] https://nepalnews.com/s/nation/snowfall-in-manang-leads-to-school-closure

Top URLs in Tweet in G2:
[1] https://educationbytes.in/less-than-29-students-in-odisha-had-access-to-smartphones-during-pandemic-in-2020/
[1] https://twitter.com/12_baje/status/1450711636210171905

Top URLs in Tweet in G4:
[1] https://edsource.org/2022/high-covid-rates-staff-shortages-and-confusing-legislation-challenge-schools-reopenings/665426
[1] https://www.mercurynews.com/2022/01/09/milpitas-schools-will-be-in-person-this-week-after-county-urges-districts-to-avoid-remote-learning/
[1] https://edsource.org/2022/california-education-issues-to-watch-in-2022-and-predictions-of-what-will-happen/665322
[1] https://twitter.com/jfenster/status/1479500633161945089

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:
[3] https://www.outlookindia.com/magazine/story/india-news-education-is-key-to-battling-indias-poverty-challenge/305291
[1] https://www.outlookindia.com/website/story/india-news-meet-10-parents-who-want-schools-to-reopen-despite-omicron-scare/406065

Top URLs in Tweet in G7:
[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 G8:
[1] https://twitter.com/i/web/status/1495235600571453442

Top URLs in Tweet in G10:
[6] https://gadflyonthewallblog.com/2022/01/05/dont-blame-teachers-for-covid-quarantines-and-closures/

Top Domains
Top Domains in Tweet in Entire Graph:
[27] twitter.com
[6] gadflyonthewallblog.com
[5] co.uk
[4] gov.uk
[4] pakistannewshub.com
[4] outlookindia.com
[3] youtube.com
[3] mailchi.mp
[3] care.com
[2] attachmentmummy.com

Top Domains in Tweet in G1:
[15] twitter.com
[4] pakistannewshub.com
[2] youtube.com
[2] madhyamam.com
[2] bangladeshlivenews.com
[2] attachmentmummy.com
[1] elsevierhealth.com
[1] washingtonpost.com
[1] educationbytes.in
[1] bbc.com

Top Domains in Tweet in G2:
[1] educationbytes.in
[1] twitter.com

Top Domains in Tweet in G4:
[2] edsource.org
[1] mercurynews.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] gov.uk

Top Domains in Tweet in G6:
[4] outlookindia.com

Top Domains in Tweet in G7:
[3] gov.uk

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

Top Domains in Tweet in G10:
[6] gadflyonthewallblog.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[246] schoolclosure
[57] covid19
[48] children
[39] future
[39] volunteers
[27] education
[21] mochatashali
[15] covid
[15] stormeunice
[14] schools



Top Hashtags in Tweet in G1:
[92] schoolclosure
[16] covid19
[9] schools
[9] education
[7] lockdown
[6] children
[5] omicron
[4] covid
[4] snowday
[4] snow

Top Hashtags in Tweet in G2:
[19] mochatashali
[5] schoolclosure
[1] reopeningdilemma
[1] learningloss
[1] bleakfuture
[1] missionchatashali
[1] educationmatters
[1] childrenissue
[1] learning
[1] 12baje12minute

Top Hashtags in Tweet in G3:
[39] future
[39] children
[39] volunteers
[2] mochatashali
[1] learningloss
[1] schoolclosure

Top Hashtags in Tweet in G4:
[5] schoolclosure
[2] omicron

Top Hashtags in Tweet in G5:
[10] schoolclosure
[2] covid19
[1] shameful

Top Hashtags in Tweet in G6:
[13] covid19
[5] schoolclosure
[3] digitaldivide
[3] education
[1] schools

Top Hashtags in Tweet in G7:
[11] stormeunice
[10] devon
[8] wind
[3] wearedevon
[3] weatheraware
[3] schoolclosure
[1] weatherwarning

Top Hashtags in Tweet in G8:
[9] covidvaccination

Top Hashtags in Tweet in G9:
[2] schoolclosure
[1] unions
[1] ontario
[1] jobloss
[1] singleparent
[1] dougford

Top Hashtags in Tweet in G10:
[1] tbats
[1] teachers
[1] schools
[1] covid
[1] coronavirus
[1] pandemic
[1] schoolclosure
[1] teachertwitter
[1] teacherlife
[1] education

Top Words
Top Words in Tweet in Entire Graph:
[244] #schoolclosure
[160] school
[134] schools
[93] closed
[84] due
[79] youth
[79] help
[72] class
[67] atmashakti3
[57] #covid19

Top Words in Tweet in G1:
[92] #schoolclosure
[37] school
[21] closed
[17] schools
[16] #covid19
[16] due
[10] february
[9] #schools
[9] #education
[9] today

Top Words in Tweet in G2:
[55] atmashakti3
[38] odisha
[37] school
[36] reopening
[36] stand
[36] dilemma
[36] again
[36] offline
[36] class
[36] schools

Top Words in Tweet in G3:
[78] youth
[78] help
[39] future
[39] nation
[39] actions
[39] #future
[39] #children
[39] calling
[39] #volunteers
[38] 12_baje

Top Words in Tweet in G4:
[26] jfenster
[25] schools
[24] districts
[23] ca
[23] legislature
[23] made
[23] hard
[23] close
[23] covid
[23] funded

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

Top Words in Tweet in G6:
[24] class
[13] #covid19
[13] india
[12] bef
[12] ore
[12] 50
[12] rural
[12] sch
[12] ool
[12] go

Top Words in Tweet in G7:
[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 G8:
[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 G9:
[4] home
[3] fordnation
[3] care
[2] same
[2] kids
[2] well
[2] done
[2] #schoolclosure
[2] old
[2] support

Top Words in Tweet in G10:
[6] don
[6] blame
[6] teachers
[6] covid
[6] quarantines
[6] closures
[6] badassteachersa
[6] dianeravitch
[5] stevensinger3
[5] dennytay

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

Top Word Pairs in Tweet in G1:
[10] school,closed
[6] school,closures
[5] #covid19,#schoolclosure
[5] friday,february
[4] #lockdown,#schoolclosure
[4] closed,today
[4] #schools,#schoolclosure
[4] due,inclement
[4] inclement,weather
[3] school,closure

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

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

Top Word Pairs in Tweet in G4:
[23] ca,legislature
[23] legislature,made
[23] made,hard
[23] hard,close
[23] close,schools
[23] schools,covid
[23] covid,funded
[23] funded,yr
[23] yr,here's
[23] here's,districts

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:
[12] bef,ore
[12] ore,#covid19
[12] #covid19,50
[12] 50,rural
[12] rural,india
[12] india,sch
[12] sch,ool
[12] ool,go
[12] go,ng
[12] ng,students

Top Word Pairs in Tweet in G7:
[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 G8:
[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 G9:
[2] well,done

Top Word Pairs in Tweet in G10:
[6] don,blame
[6] blame,teachers
[6] teachers,covid
[6] covid,quarantines
[6] quarantines,closures
[6] closures,badassteachersa
[6] badassteachersa,dianeravitch
[5] stevensinger3,don
[5] dianeravitch,dennytay

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@atmashakti3
@12_baje
@jfenster
@alljakeman
@educationgovuk
@cpr_india
@bhojrsingh
@devoncc
@10downingstreet
@usforthemuk

Top Mentioned in G2:
@atmashakti3
@cmo_odisha
@samirdash01
@mosarkar5t
@odisharte
@smeodisha
@bpsethi
@samirmohantybjp
@kumitrak
@uniindianews

Top Mentioned in G3:
@12_baje
@atmashakti3
@azimpremjiuniv
@unesco

Top Mentioned in G4:
@jfenster
@acsa_info
@casbo
@ccsesa
@reopencaschools
@dianalambert
@edsourceali
@edsource
@maggieangst
@msnyreeclark

Top Mentioned in G5:
@educationgovuk
@10downingstreet
@usforthemuk
@nadhimzahawi
@ofstednews
@juliahb1
@iromg

Top Mentioned in G6:
@cpr_india
@outlookindia
@aiyaryamini
@jeevanpsharma

Top Mentioned in G7:
@devoncc
@torridgedc

Top Mentioned in G8:
@bhojrsingh

Top Mentioned in G9:
@fordnation
@tdsb
@chelseaanne_s
@cbcnews

Top Mentioned in G10:
@badassteachersa
@dianeravitch
@stevensinger3
@dennytay
@dennytayloryes

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@lndontretweets
@education_24x7
@outlookindia
@madhyamam
@navbharattimes
@lee_in_iowa
@torontostar
@politico
@sillygrandma99

Top Tweeters in G1:
@madhyamam
@attachmentmumma
@piratefm
@annmlee1
@sedonarockss
@scruffy65
@garofalowx
@lovemoz1
@tiffmyoungperry
@saigonste

Top Tweeters in G2:
@uniindianews
@yvesmulkers
@samadovaabditch
@bufferedstart
@cmo_odisha
@samirmohantybjp
@bharatirao13
@chittar33041399
@odisharte
@ashishk59983703

Top Tweeters in G3:
@unesco
@azimpremjiuniv
@subhashreemadh4
@sasmita47438127
@rabindr61087528
@bagh_laxmi
@gobaerdhan
@sunadharkirsan2
@balaram20365212
@sabitrimajhi7

Top Tweeters in G4:
@sweetdeesez
@bev768
@deeclarea17
@lilhedge27
@wrightscribe
@msnyreeclark
@edsource
@shanksjenay
@acsa_info
@thuythitweets

Top Tweeters in G5:
@iromg
@juliahb1
@nadhimzahawi
@katlogic88
@educationgovuk
@hoghugs
@hardlyperennial
@ofstednews
@kennethjolivet
@10downingstreet

Top Tweeters in G6:
@outlookindia
@smartecocity
@gmukhopadhaya
@cpr_india
@prashikpanpatil
@9dominick9
@quirkyhos
@manishchandi
@kangapadan
@aiyaryamini

Top Tweeters in G7:
@wendymounce
@nicholashayman
@egaluemozo
@devoncc
@hmgsouthwest
@tsconnected
@torridgedc
@devonmusicedhub
@ckevinmitchell
@westhillpc

Top Tweeters in G8:
@hpatel22849078
@pmcdunnough
@ivangoe4
@blahman24
@bhojrsingh
@aussiekerry1985
@haile20adane
@forgedcoupon
@pekilot

Top Tweeters in G9:
@ctvnews
@cbcnews
@tdsb
@6974searchlight
@fordnation
@crgrs
@chelseaanne_s
@sessionsdh
@chadiamansou

Top Tweeters in G10:
@education_24x7
@badassteachersa
@stevensinger3
@dianeravitch
@dennytayloryes
@eightma48100418
@sherryt21
@dennytay


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