schoolreopening, Twitter, 12/1/2022 8:31:02 AM, 285260


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schoolreopening_2022-12-01_00-18-57.xlsx
schoolreopening_2022-12-01_00-18-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
schoolreopening via NodeXL https://bit.ly/3FhQOSD
@saleeenco
@denise_dewald
@doddygram
@francis_joseph
@opinieleader2
@tasha_msw
@aclb_yadadri
@lancetrh_seasia
@ncsmhtweets
@teacherchalky1

Top hashtags:
#schoolreopening
#essay
#domyessay
#lockdown
#domyassignment

Description:
Description
The graph represents a network of 187 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 Thursday, 01 December 2022 at 08:19 UTC.

The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 120-day, 10-hour, 17-minute period from Monday, 01 August 2022 at 03:56 UTC to Tuesday, 29 November 2022 at 14:14 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 : 187
Unique Edges : 78
Edges With Duplicates : 337
Total Edges : 415
Number of Edge Types : 5
Replies to : 2
Mentions : 42
Tweet : 164
Retweet : 104
MentionsInRetweet : 103
Self-Loops : 175
Reciprocated Vertex Pair Ratio : 0.0298507462686567
Reciprocated Edge Ratio : 0.0579710144927536
Connected Components : 64
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 30
Maximum Edges in a Connected Component : 67
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.663335
Graph Density : 0.00396756943246507
Modularity : 0.373538
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 187 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 Thursday, 01 December 2022 at 08:19 UTC.

The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 120-day, 10-hour, 17-minute period from Monday, 01 August 2022 at 03:56 UTC to Tuesday, 29 November 2022 at 14:14 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:
[34] 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
[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
[2] https://www.theguardian.com/commentisfree/2020/jul/21/trump-greatest-trick-distracting-us-all-from-his-incoherence

Top URLs in Tweet in G1:
[34] 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://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
[2] https://www.theguardian.com/commentisfree/2020/jul/21/americans-coronavirus-pandemic-workers-safety

Top URLs in Tweet in G7:
[1] https://twitter.com/opinieleader2/status/1597593872145735680
[1] https://twitter.com/i/web/status/1585528716406538240

Top URLs in Tweet in G8:
[1] https://thelancet.com/journals/lansea/article/PIIS2772-3682(22)00111-1/

Top URLs in Tweet in G10:
[1] https://twitter.com/TiwaSavage/status/1281121212358410240

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] schoolreopening
[35] essay
[35] domyessay
[34] lockdown
[34] domyassignment
[34] summerclasses
[34] onlineclass
[34] onlineclasses
[34] payessay
[34] payassignment



Top Hashtags in Tweet in G1:
[102] schoolreopening
[35] essay
[35] domyessay
[34] domyassignment
[34] summerclasses
[34] onlineclass
[34] onlineclasses
[34] payessay
[34] payassignment
[34] payonlineclass

Top Hashtags in Tweet in G2:
[1] schoolreopening
[1] thematters

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:
[2] onderwijs
[2] leerkracht
[2] school
[1] schoolreopening

Top Hashtags in Tweet in G8:
[5] india
[1] modelling
[1] omicron
[1] schoolreopening
[1] southeastasia
[1] covid19

Top Hashtags in Tweet in G9:
[1] schoolreopening
[1] cheers4brightfuture
[1] telanganaschools

Top Hashtags in Tweet in G10:
[3] schoolreopening
[3] nigerians

Top Words
Top Words in Tweet in Entire Graph:
[173] #schoolreopening
[74] help
[69] retweet
[58] really
[56] school
[56] schools
[37] grades
[37] forget
[37] matter
[36] amazing

Top Words in Tweet in G1:
[102] #schoolreopening
[70] help
[44] schools
[35] elevate
[35] grades
[35] #essay
[35] #domyessay
[35] wory
[34] #domyassignment
[34] #lockdown

Top Words in Tweet in G2:
[34] amazing
[34] settled
[34] regret
[34] retweet
[34] forget
[34] won
[34] really
[34] watching
[34] matter
[33] saleeenco

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:
[2] #school
[2] #leerkracht
[2] voo1866
[2] #onderwijs
[2] lerareninactie
[2] vlscmhf
[2] ver_hogescholen
[2] bvlnederland
[2] bacademicib

Top Words in Tweet in G8:
[5] immunologically
[5] associated
[5] #india
[5] naïve
[5] decreasing
[5] individuals
[5] ages
[5] prevalence
[5] fewer
[5] cases

Top Words in Tweet in G9:
[4] away
[3] schools
[2] children
[2] kept
[2] enthusiasm
[2] corona
[2] keep
[2] sometime
[2] spirit

Top Words in Tweet in G10:
[3] #nigerians
[3] #schoolreopening
[3] song
[3] queen's
[3] tiwasavage
[2] _viddy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] #schoolreopening,help
[35] elevate,grades
[35] help,#domyessay
[35] grades,#essay
[35] help,elevate
[35] wory,#schoolreopening
[35] #essay,help
[34] regret,watching
[34] #domyessay,#domyassignment
[34] #lockdown,#schoolreopening

Top Word Pairs in Tweet in G1:
[35] help,elevate
[35] wory,#schoolreopening
[35] help,#domyessay
[35] grades,#essay
[35] #essay,help
[35] #schoolreopening,help
[35] elevate,grades
[34] #onlineclass,#onlineclasses
[34] retweet,#lockdown
[34] #domyassignment,#summerclasses

Top Word Pairs in Tweet in G2:
[34] really,amazing
[34] matter,won
[34] settled,really
[34] regret,watching
[34] won,settled
[34] amazing,regret
[34] watching,forget
[33] saleeenco,matter
[28] forget,retweet
[27] retweet,muh

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:
[2] voo1866,bacademicib
[2] bvlnederland,voo1866
[2] lerareninactie,#onderwijs
[2] bacademicib,vlscmhf
[2] vlscmhf,ver_hogescholen
[2] ver_hogescholen,lerareninactie
[2] #leerkracht,#school
[2] #onderwijs,#leerkracht

Top Word Pairs in Tweet in G8:
[5] ages,associated
[5] prevalence,immunologically
[5] individuals,ages
[5] #india,decreasing
[5] decreasing,prevalence
[5] naïve,individuals
[5] immunologically,naïve
[5] fewer,cases
[5] associated,fewer
[4] lancetrh_seasia,#india

Top Word Pairs in Tweet in G9:
[2] spirit,enthusiasm
[2] sometime,keep
[2] kept,away
[2] away,schools
[2] schools,sometime
[2] corona,kept
[2] enthusiasm,away
[2] keep,spirit
[2] away,children

Top Word Pairs in Tweet in G10:
[3] #schoolreopening,#nigerians
[3] song,tiwasavage
[3] tiwasavage,#schoolreopening
[3] queen's,song
[2] _viddy,queen's

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

Top Replied-To in G1:
@s3school

Top Replied-To in G7:
@bvlnederland

Top Mentioned
Top Mentioned in Entire Graph:
@saleeenco
@denise_dewald
@afronola
@ncsmhtweets
@tasha_msw
@lancetrh_seasia
@teacherchalky1
@tiwasavage
@voo1866
@bacademicib

Top Mentioned in G1:
@afronola
@academictutor20
@phemlard1
@essay_writer1

Top Mentioned in G2:
@saleeenco

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:
@voo1866
@bacademicib
@vlscmhf
@ver_hogescholen
@lerareninactie

Top Mentioned in G8:
@lancetrh_seasia
@menonbiophysics

Top Mentioned in G9:
@aclb_yadadri
@collector_ydr
@wcdtelangana
@ministrywcd

Top Mentioned in G10:
@tiwasavage
@_viddy

Top Tweeters
Top Tweeters in Entire Graph:
@big_hardidas
@mrtachilles
@hephaistos_ai
@afronola
@manoramaonline
@pecriel
@abubakr_mashi
@timiturnerrr
@moslee_s
@tribunephl

Top Tweeters in G1:
@afronola
@manoramaonline
@tribunephl
@mediaonetvlive
@essay__due
@essay_help_pay
@business254_
@cnc_tribunephl
@academictutor20
@prmodka27391966

Top Tweeters in G2:
@abubakr_mashi
@moslee_s
@silastafi
@haneefah____
@callmehashim
@musaddiqkabir
@realhajjibaba
@abdouljt
@engr_abdulmalik
@aakulani_

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:
@opinieleader2
@lerareninactie
@ver_hogescholen
@voo1866
@bacademicib
@vlscmhf
@bvlnederland

Top Tweeters in G8:
@askdrshashank
@markelindsay
@rintukutum
@menonbiophysics
@lancetrh_seasia

Top Tweeters in G9:
@ministrywcd
@wcdtelangana
@collector_ydr
@aclb_yadadri
@dposs_yadadri

Top Tweeters in G10:
@big_hardidas
@sharafa_basit
@tiwasavage
@_viddy