schoolreopening, Twitter, 10/15/2022 3:51:49 AM, 282922


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schoolreopening_2022-10-14_20-48-00.xlsx
schoolreopening_2022-10-14_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 15, 2022
Short Description:
schoolreopening via NodeXL https://bit.ly/3rXiepf
@saleeenco
@denise_dewald
@doddygram
@francis_joseph
@tasha_msw
@sel4ma
@cmrobertwhitedc
@ncsmhtweets
@edutopia
@teacherchalky1

Top hashtags:
#schoolreopening
#lockdown
#teachertwitter
#covid19
#backtoschool
#school

Description:
Description
The graph represents a network of 192 Twitter users whose tweets in the requested range contained "schoolreopening", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 October 2022 at 03:48 UTC.

The requested start date was Saturday, 15 October 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 103-day, 9-hour, 29-minute period from Friday, 01 July 2022 at 04:23 UTC to Wednesday, 12 October 2022 at 13:53 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 : 192
Unique Edges : 79
Edges With Duplicates : 332
Total Edges : 411
Number of Edge Types : 4
Retweet : 117
MentionsInRetweet : 117
Mentions : 29
Tweet : 148
Self-Loops : 160
Reciprocated Vertex Pair Ratio : 0.0142857142857143
Reciprocated Edge Ratio : 0.028169014084507
Connected Components : 63
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 75
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.711656
Graph Density : 0.00387216404886562
Modularity : 0.395417
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 192 Twitter users whose tweets in the requested range contained "schoolreopening", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 October 2022 at 03:48 UTC.

The requested start date was Saturday, 15 October 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 103-day, 9-hour, 29-minute period from Friday, 01 July 2022 at 04:23 UTC to Wednesday, 12 October 2022 at 13:53 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 : schoolreopening
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:
[32] https://sol.kasterborous.co.uk/2021/01/20/brian-morbius-demands-schools-reopen-cites-millions-of-followers/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[14] https://itsallyouboo.com/happy-back-to-school-quotes/
[3] https://www.tes.com/resource-detail/resource-12565836
[3] https://www.teachconnect.in/
[2] https://edustuff.com.ng/resumption-date-for-schools-all-states/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://bettercardubai.com/landing/
[2] http://www.bettercardubai.com/
[2] https://www.salon.com/2020/07/13/dr-john-gartner-donald-trump-is-the-most-successful-bio-terrorist-in-human-history/
[2] https://www.theguardian.com/commentisfree/2020/jul/21/americans-coronavirus-pandemic-workers-safety
[2] https://www.vox.com/21313021/trump-white-nationalism-supremacy-miller-bannon-immigration?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G2:
[32] https://sol.kasterborous.co.uk/2021/01/20/brian-morbius-demands-schools-reopen-cites-millions-of-followers/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://maharashtratimes.com/career/career-news/schools-reopening-why-do-children-get-bored-of-going-to-school-know-the-reason/articleshow/92722818.cms
[2] https://tribune.net.ph/2022/08/02/deped-all-systems-go-for-school-reopening-on-22-august/
[2] https://thebusinesswatch.com/cs-magoha-announces-new-school-reopening-dates/
[2] https://www.salon.com/2020/07/13/dr-john-gartner-donald-trump-is-the-most-successful-bio-terrorist-in-human-history/
[2] https://www.salon.com/2020/07/24/how-the-us-chamber-of-commerce-wrecked-the-economy--and-made-the-pandemic-worse/
[2] https://www.theguardian.com/us-news/2020/jul/24/donald-trump-conservative-media-protests-anarchy
[2] https://www.theguardian.com/us-news/2020/jul/24/trump-goon-squad-john-sandweg-homeland-security-ice
[2] https://www.theguardian.com/commentisfree/2020/jul/21/trump-greatest-trick-distracting-us-all-from-his-incoherence
[2] https://www.vox.com/21313021/trump-white-nationalism-supremacy-miller-bannon-immigration?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[2] https://www.edutopia.org/article/using-pandemic-teaching-tool?utm_sq=ghgr7u75kv
[1] https://www.edsurge.com/news/2020-07-08-sel-skills-are-more-vital-than-ever-here-s-how-to-choose-the-right-tools?utm_sq=gkbpvm3auz
[1] https://www.edutopia.org/article/9-big-questions-education-leaders-should-ask-address-covid-19

Top URLs in Tweet in G9:
[3] https://www.tes.com/resource-detail/resource-12565836
[1] https://twitter.com/i/web/status/1570031106631532544
[1] https://twitter.com/i/web/status/1570408594033418240

Top URLs in Tweet in G10:
[14] https://itsallyouboo.com/happy-back-to-school-quotes/
[1] https://twitter.com/i/web/status/1559551846376943616
[1] https://twitter.com/i/web/status/1563900488378089472
[1] https://twitter.com/i/web/status/1564987684589899776
[1] https://twitter.com/i/web/status/1560005219731259392

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[163] schoolreopening
[32] lockdown
[24] teachertwitter
[22] covid19
[21] backtoschool
[20] school
[11] ukedchat
[11] science
[11] nqtchat
[11] ittchat



Top Hashtags in Tweet in G1:
[1] schoolreopening
[1] thematters

Top Hashtags in Tweet in G2:
[71] schoolreopening
[32] lockdown
[14] covid19
[11] trumpvirus
[9] 2a
[7] school
[7] maga
[7] 25thamendmentnow
[7] lalege
[7] lagov

Top Hashtags in Tweet in G3:
[1] delta
[1] deltavariant
[1] pediatric
[1] covid
[1] schoolreopening

Top Hashtags in Tweet in G4:
[2] davido
[2] chioma
[2] musicmonday
[2] freestyle
[2] vaseline
[2] schoolreopening
[2] kalakutaalive
[1] trendingnow
[1] signalforhelp

Top Hashtags in Tweet in G5:
[2] maharashtra
[1] justasking
[1] schoolreopening
[1] school
[1] schoolsreopen

Top Hashtags in Tweet in G6:
[1] schoolsocialwork
[1] schoolreopening

Top Hashtags in Tweet in G7:
[6] sel
[6] schoolreopening
[2] teachingstrategies
[2] schoolleadership

Top Hashtags in Tweet in G8:
[5] schoolreopening

Top Hashtags in Tweet in G9:
[11] ukedchat
[11] science
[11] nqtchat
[11] ittchat
[11] aussieed
[9] edchat
[9] schoolreopening
[9] teachertwitter
[9] twittered

Top Hashtags in Tweet in G10:
[20] schoolreopening
[14] backtoschool
[14] teachertwitter
[6] grandopening
[6] schoolrenovation
[5] innovationlab
[3] makerspace
[3] classroomtransformation
[3] grandopeningparty
[3] ribboncutting

Top Words
Top Words in Tweet in Entire Graph:
[163] #schoolreopening
[77] retweet
[62] really
[58] school
[52] schools
[40] amazing
[39] matter
[39] forget
[38] regret
[38] watching

Top Words in Tweet in G1:
[38] won
[38] watching
[38] matter
[38] really
[38] regret
[38] amazing
[38] retweet
[38] forget
[38] settled
[37] saleeenco

Top Words in Tweet in G2:
[71] #schoolreopening
[44] schools
[32] #lockdown
[32] reopen
[32] retweet
[32] demands
[32] schoolboy
[32] cites
[24] followers
[24] millions

Top Words in Tweet in G3:
[22] things
[21] talk
[21] need
[21] pediatric
[21] situation
[21] going
[21] bad
[21] really
[21] usa
[21] fast

Top Words in Tweet in G4:
[2] gain
[2] #davido
[2] blow
[2] #chioma
[2] #musicmonday
[2] #schoolreopening
[2] watch
[2] wetin
[2] #freestyle
[2] #vaseline

Top Words in Tweet in G5:
[3] schools
[2] mybmc
[2] city
[2] 4th
[2] october
[2] reopening
[2] govt
[2] permit
[2] mumbai
[2] considering

Top Words in Tweet in G6:
[6] coming
[6] month
[6] excited
[6] study
[6] recorded
[6] ncsmhtweets
[6] presentation
[6] next
[6] conference
[6] pre

Top Words in Tweet in G7:
[6] #sel
[6] #schoolreopening
[4] edutopia
[2] vital
[2] questions
[2] #schoolleadership
[2] tools
[2] leaders
[2] more
[2] skills

Top Words in Tweet in G8:
[5] dgs
[5] director
[5] meeting
[5] check
[5] #schoolreopening
[5] dcps
[5] preparing
[5] fall
[5] progress
[5] anderson

Top Words in Tweet in G9:
[12] school
[12] begin
[12] workload
[12] manage
[12] work
[12] doing
[12] worth
[12] student
[12] year
[11] #nqtchat

Top Words in Tweet in G10:
[23] school
[20] #schoolreopening
[19] click
[17] happy
[16] 100
[15] back
[15] quotes
[14] #backtoschool
[14] #teachertwitter
[9] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] won,settled
[38] amazing,regret
[38] watching,forget
[38] regret,watching
[38] settled,really
[38] matter,won
[38] really,amazing
[37] saleeenco,matter
[32] demands,schools
[32] reopen,cites

Top Word Pairs in Tweet in G1:
[38] amazing,regret
[38] matter,won
[38] regret,watching
[38] settled,really
[38] won,settled
[38] watching,forget
[38] really,amazing
[37] saleeenco,matter
[32] forget,retweet
[31] retweet,muh

Top Word Pairs in Tweet in G2:
[32] demands,schools
[32] retweet,#lockdown
[32] schoolboy,demands
[32] schools,reopen
[32] #lockdown,#schoolreopening
[32] reopen,cites
[24] followers,retweet
[24] millions,followers
[24] cites,millions
[11] #covid19,#trumpvirus

Top Word Pairs in Tweet in G3:
[21] talk,pediatric
[21] really,bad
[21] need,talk
[21] bad,fast
[21] situation,usa
[21] usa,things
[21] bed,situation
[21] going,really
[21] things,going
[21] pediatric,bed

Top Word Pairs in Tweet in G4:
[2] #chioma,#musicmonday
[2] blow,wetin
[2] #freestyle,#vaseline
[2] #musicmonday,#freestyle
[2] watch,#davido
[2] #schoolreopening,#kalakutaalive
[2] wetin,gain
[2] gain,watch
[2] #davido,#chioma
[2] #vaseline,#schoolreopening

Top Word Pairs in Tweet in G5:
[2] mybmc,permit
[2] schools,mumbai
[2] #maharashtra,govt
[2] mumbai,city
[2] october,2021
[2] considering,#maharashtra
[2] city,4th
[2] 4th,october
[2] reopening,schools
[2] 2021,considering

Top Word Pairs in Tweet in G6:
[6] month,pre
[6] conference,coming
[6] coming,next
[6] presentation,study
[6] pre,recorded
[6] next,month
[6] ncsmhtweets,conference
[6] recorded,presentation
[6] excited,ncsmhtweets
[5] study,#school

Top Word Pairs in Tweet in G7:
[4] edutopia,#sel
[2] big,questions
[2] teaching,tool
[2] tools,edsurge
[2] leaders,ask
[2] address,covid
[2] #sel,#schoolleadership
[2] sel,skills
[2] #schoolleadership,#schoolreopening
[2] education,leaders

Top Word Pairs in Tweet in G8:
[5] director,anderson
[5] #schoolreopening,fall
[5] check,progress
[5] progress,preparing
[5] anderson,dgs
[5] dgs,check
[5] preparing,dcps
[5] dcps,#schoolreopening
[5] meeting,director
[4] cmrobertwhitedc,meeting

Top Word Pairs in Tweet in G9:
[12] year,worth
[12] worth,doing
[12] student,manage
[12] work,student
[12] school,year
[12] manage,workload
[12] begin,school
[12] doing,work
[11] #nqtchat,#ittchat
[11] #ukedchat,#science

Top Word Pairs in Tweet in G10:
[16] 100,happy
[16] click,100
[15] school,quotes
[15] happy,back
[15] back,school
[14] #teachertwitter,#schoolreopening
[14] quotes,#backtoschool
[14] #backtoschool,#teachertwitter
[5] high,school
[5] #schoolreopening,#schoolrenovation

Top Replied-To
Top Replied-To in Entire Graph:
@s3school

Top Replied-To in G2:
@s3school

Top Mentioned
Top Mentioned in Entire Graph:
@saleeenco
@denise_dewald
@afronola
@ncsmhtweets
@tasha_msw
@teacherchalky1
@edutopia
@cmrobertwhitedc
@donorschoose
@mybmc

Top Mentioned in G1:
@saleeenco

Top Mentioned in G2:
@afronola
@daddy_lucian

Top Mentioned in G3:
@denise_dewald

Top Mentioned in G4:
@doddygram
@davido
@wizkidayo
@mreazi
@donjazzy
@cuppymusic
@choccitymusic
@omah_lay
@aphrodija
@drdolorofficial

Top Mentioned in G5:
@mybmc
@francis_joseph
@mybmcedu
@cmomaharashtra
@varshaegaikwad
@iqbalsinghchah2
@ashwinibhide

Top Mentioned in G6:
@ncsmhtweets
@tasha_msw
@uscresearch
@aidyniachini
@uofsccosw

Top Mentioned in G7:
@edutopia
@edsurge
@sel4ma
@sel4usa
@sel4ca

Top Mentioned in G8:
@cmrobertwhitedc

Top Mentioned in G9:
@teacherchalky1

Top Mentioned in G10:
@invent2educate
@itsallyouboo

Top Tweeters
Top Tweeters in Entire Graph:
@joni_looking
@education_24x7
@mrtachilles
@hephaistos_ai
@afronola
@manoramaonline
@mataonline
@chkl8dva
@pecriel
@abubakr_mashi

Top Tweeters in G1:
@abubakr_mashi
@moslee_s
@silastafi
@beenahmad10
@haneefah____
@salim_riskuwa
@nabilahkabir2
@musaddiqkabir
@realhajjibaba
@abdouljt

Top Tweeters in G2:
@afronola
@manoramaonline
@mataonline
@tribunephl
@bansalnewsmpcg
@mediaonetvlive
@business254_
@deshmukhsmt
@cnc_tribunephl
@prmodka27391966

Top Tweeters in G3:
@mrtachilles
@pecriel
@pamamuses
@fivelsgirl
@justbeingmerry
@dhamerican
@safetyfirst____
@denise_dewald
@just_thinking61
@katelivetoteach

Top Tweeters in G4:
@choccitymusic
@donjazzy
@davido
@wizkidayo
@vectorthaviper
@cuppymusic
@aphrodija
@mreazi
@da_mob17
@omah_lay

Top Tweeters in G5:
@mybmc
@cmomaharashtra
@francis_joseph
@varshaegaikwad
@ashwinibhide
@aghatanveerahm1
@mybmcedu
@iqbalsinghchah2

Top Tweeters in G6:
@tasha_msw
@uofsccosw
@ncsmhtweets
@teribrowne
@uscresearch
@ged_2_phd
@aidyniachini
@drakankshaanand

Top Tweeters in G7:
@edsurge
@edutopia
@sel4ma
@sel4ca
@sel4usa
@sel4sc

Top Tweeters in G8:
@chkl8dva
@monabenach
@adarcymahoney
@henryzcohen
@cmrobertwhitedc

Top Tweeters in G9:
@teacherchalky1
@paddyshevlin
@drm_carey
@schoolrptwriter

Top Tweeters in G10:
@educationbnb
@itsallyouboo
@jastolzer
@invent2educate


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