#FlattenTheCurve, Twitter, 1/28/2021 11:19:29 AM, 246701


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#FlattenTheCurve_2021-01-28_03-08-29.xlsx
#FlattenTheCurve_2021-01-28_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3cku3zs
@gretathunberg
@klages_uwe
@peter_simone
@vivianfrancos
@ur_med
@thomasknorra
@rhonda_alimuto
@heiderosie
@climatemessages
@wenig_worte

Top hashtags:
#climatestrikeonline
#flattenthecurve
#covid19
#wearamask

Description:
Description
The graph represents a network of 3,768 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 January 2021 at 11:12 UTC.

The requested start date was Thursday, 28 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 12-hour, 19-minute period from Thursday, 14 January 2021 at 01:30 UTC to Friday, 22 January 2021 at 13:49 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 : 3768
Unique Edges : 1074
Edges With Duplicates : 6876
Total Edges : 7950
Number of Edge Types : 5
Retweet : 3040
MentionsInRetweet : 3267
Replies to : 147
Tweet : 1054
Mentions : 442
Self-Loops : 1085
Reciprocated Vertex Pair Ratio : 0.0066129959746981
Reciprocated Edge Ratio : 0.0131391031133962
Connected Components : 556
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 1984
Maximum Edges in a Connected Component : 4418
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.289941
Graph Density : 0.000246652542444527
Modularity : 0.40828
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,768 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 January 2021 at 11:12 UTC.

The requested start date was Thursday, 28 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 12-hour, 19-minute period from Thursday, 14 January 2021 at 01:30 UTC to Friday, 22 January 2021 at 13:49 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 : #FlattenTheCurve
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:
[19] https://ocs.sesb.com.my/
[16] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[8] https://www.instagram.com/accounts/login/
[5] https://afluencer.com/
[5] https://www.twitch.tv/nezuryu
[4] https://covcheck.hctx.net/
[4] https://zero-covid.org
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.crit.cloud/summaries--reviews/critical-care-for-covid-19-heres-the-essentials-in-short

Top URLs in Tweet in G1:
[1] https://twitter.com/daniconnorwild/status/1349803624671526912

Top URLs in Tweet in G2:
[16] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[4] https://www.instagram.com/accounts/login/
[3] https://476899z8-7vzpwf8lqudw-du1x.hop.clickbank.net/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[2] https://twitter.com/travispew/status/1349880907633733633
[2] https://www.beckershospitalreview.com/hospital-management-administration/3-healthcare-executive-actions-biden-plans-to-take-today.html?utm_campaign=Social
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[2] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/

Top URLs in Tweet in G3:
[1] https://twitter.com/WHOAFRO/status/1351161722120396801
[1] https://twitter.com/WHOAFRO/status/1351484550807883776
[1] https://twitter.com/WHOAFRO/status/1352227619001954308
[1] https://www.bbc.com/news/world-africa-55656578
[1] https://www.unicef.org/coronavirus/road-slowing-covid-19-south-africa
[1] https://www.unicef.org/southafrica/stories/reimagining-future-2021-and-beyond

Top URLs in Tweet in G4:
[1] https://twitter.com/tagesthemen/status/1349797963346964480
[1] https://twitter.com/reuters/status/1350213673772527618
[1] https://twitter.com/Karl_Lauterbach/status/1350781825896091648
[1] https://twitter.com/StZ_NEWS/status/1350911112582221826
[1] https://twitter.com/michiwagner4/status/1351206225434845185
[1] https://www.bmi.bund.de/SharedDocs/downloads/DE/veroeffentlichungen/2020/corona/szen
[1] https://zero-covid.org

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G8:
[2] https://www.news4teachers.de/2021/01/warum-schulen-nicht-auf-distanzlernen-vorbereitet-sind/?utm_source=mailpoet&utm_medium=email&utm_campaign=newsletter-total-neue-meldungen-auf-news4teachers_1
[1] https://twitter.com/GrossmannPat/status/1349463066891710469
[1] https://wideblick.blogspot.com/2021/01/steigende-infektionszahlen-und-volle.html
[1] https://www.t-online.de/nachrichten/deutschland/id_89261072/corona-strategie-mit-zero-covid-feiern-wir-den-sommer-des-jahrhunderts-.html?fbclid=IwAR3yU8FjzvhAKAfnez1xxxlPIA_yCdpZMT_gVGdxDCmSFgg2CgdGnOEakc0
[1] https://www.news4teachers.de/2021/01/notbetreuung-von-wegen-berliner-kitas-im-lockdown-voller-als-gedacht/?fbclid=IwAR3WbTfmaExcnsVAjXt5twOJdlVv2sfdc1-ZLYIjt82i8-4zEolinNvE4_4
[1] https://www.news4teachers.de/2021/01/gebauer-will-praesenzunterricht-nach-dem-31-januar-teilweise-jedenfalls-wir-muessen-wieder-tueren-oeffnen-fuer-das-soziale-miteinander-wissenschaftler-warnen/?utm_source=mailpoet&utm_medium=email&utm_campaign=newsletter-total-neue-meldungen-auf-news4teachers_1
[1] https://www.news4teachers.de/2021/01/nordrhein-westfalen-noch-immer-sind-35-prozent-der-kinder-in-den-kitas/?utm_source=mailpoet&utm_medium=email&utm_campaign=newsletter-total-neue-meldungen-auf-news4teachers_1
[1] https://www.news4teachers.de/2021/01/trotz-schwesigs-appellen-mehr-eltern-schicken-ihre-kinder-wieder-in-die-schule/?utm_source=mailpoet&utm_medium=email&utm_campaign=newsletter-total-neue-meldungen-auf-news4teachers_1
[1] https://www.news4teachers.de/2021/01/brandbrief-einer-lehrkraft-liebe-kultusminister-koennen-sie-meinen-schuelern-erklaeren-warum-noten-und-klassenarbeiten-wichtiger-sind-als-die-gesundheit-der-lehrer-der-kinder-und-ihrer-familien/?utm_source=mailpoet&utm_medium=email&utm_campaign=newsletter-total-neue-meldungen-auf-news4teachers_1
[1] https://twitter.com/Senat_Hamburg/status/1351944188426940419

Top URLs in Tweet in G9:
[2] https://twitter.com/GretaThunberg/status/1350070190957080581
[2] https://climatechangemag.com/7-shockingly-great-arrangements-covered-in-the-improvement-omnibus-bill/
[1] https://twitter.com/endelstamberg/status/1352374517050568718
[1] https://twitter.com/patriciakombo/status/1352263741686095885
[1] https://twitter.com/NamugerwaLeah/status/1352176469200556032
[1] https://twitter.com/stratkotter/status/1352020726845497356
[1] https://twitter.com/OwlBlk/status/1352362814644617220
[1] https://twitter.com/ican_australia/status/1352330123660451841
[1] https://twitter.com/AaravSeth_/status/1352092145553821701
[1] https://twitter.com/redmayne_robert/status/1352331387928530945

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2025] climatestrikeonline
[1770] flattenthecurve
[401] covid19
[253] wearamask
[126] stayhome
[97] zerocovid
[90] leralla
[75] staysafe
[69] socialdistancing
[67] coronavirus



Top Hashtags in Tweet in G1:
[1994] climatestrikeonline
[23] flattenthecurve
[21] fridaysforfuture
[21] facetheclimateemergency
[5] climatestrike
[5] strike4climate
[2] schoolstrike4climate
[1] oceanandclimateemergency
[1] staysafe
[1] wecandothis

Top Hashtags in Tweet in G2:
[361] flattenthecurve
[76] covid19
[37] socialdistancing
[34] wearamask
[29] stayathome
[27] stayhome
[27] staysafe
[24] coronavirus
[23] washyourhands
[17] covid_19

Top Hashtags in Tweet in G3:
[38] flattenthecurve
[20] covid19
[17] covid19vaccines
[14] angamizacorona
[8] covid19africa
[8] covid19pandemic
[3] uhcinafrica
[3] covidsecondwave
[3] newyear2021
[3] covid

Top Hashtags in Tweet in G4:
[18] flattenthecurve
[17] zerocovid
[12] corona
[3] killthecurve
[2] lasstdieschulenundkitaszu
[2] stayathome
[2] b117
[1] machtdiebueroszu
[1] machtbueroszu
[1] sciencematters

Top Hashtags in Tweet in G5:
[25] happiness
[5] flattenthecurve
[3] covid19
[1] stayhome
[1] washyourhands
[1] coronavirus
[1] alzheimers
[1] dementia
[1] mentalhealth
[1] steadyasshegoes

Top Hashtags in Tweet in G6:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G7:
[50] flattenthecurve

Top Hashtags in Tweet in G8:
[37] flattenthecurve
[36] zerocovid
[28] bildungabersicher
[27] schulenkitaskomplettzu
[26] harterlockdownjetzt
[20] bildungstattpraesenzpflicht
[20] nofidk
[15] b117
[15] pandemie
[15] kita

Top Hashtags in Tweet in G9:
[29] flattenthecurve
[26] climatestrikeonline
[21] facetheclimateemergency
[16] fridaysforfuture
[13] climatechangeisreal
[12] unitebehindthescience
[11] schoolstrike4climate
[11] keepitintheground
[10] makeadifference
[10] fightclimateinjustice

Top Hashtags in Tweet in G10:
[36] flattenthecurve
[36] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2053] pandemic
[2035] week
[2035] doing
[2025] strike
[2025] #climatestrikeonline
[2021] school
[2019] gretathunberg
[2005] ongoing
[2004] physical
[1998] strikes

Top Words in Tweet in G1:
[2001] strike
[1997] week
[1995] gretathunberg
[1994] #climatestrikeonline
[1990] school
[1985] ongoing
[1985] pandemic
[1985] doing
[1982] physical
[1982] strikes

Top Words in Tweet in G2:
[360] #flattenthecurve
[76] #covid19
[37] #socialdistancing
[34] #wearamask
[30] die
[29] #stayathome
[28] make
[27] home
[27] #stayhome
[27] #staysafe

Top Words in Tweet in G3:
[38] #flattenthecurve
[29] health
[22] amref_worldwide
[20] million
[20] #covid19
[17] provisional
[17] 270
[17] doses
[17] #covid19vaccines
[17] secured

Top Words in Tweet in G4:
[57] die
[43] peter_simone
[20] tote
[18] #flattenthecurve
[18] welt
[17] mehr
[17] keine
[17] völlig
[17] #zerocovid
[15] deshalb

Top Words in Tweet in G5:
[30] happen
[29] billius27
[29] opinion
[29] yes
[29] need
[29] everything
[29] reopen
[29] schools
[29] safely
[29] talk

Top Words in Tweet in G6:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Words in Tweet in G7:
[50] curve
[50] flatten
[50] #flattenthecurve
[50] 15th
[50] 18th
[50] moved
[50] 14k
[50] 13k
[50] 12k
[50] todate

Top Words in Tweet in G8:
[37] #flattenthecurve
[36] #zerocovid
[31] schulen
[28] #bildungabersicher
[27] die
[27] #schulenkitaskomplettzu
[26] #harterlockdownjetzt
[20] #bildungstattpraesenzpflicht
[20] #nofidk
[16] toberg2

Top Words in Tweet in G9:
[29] #flattenthecurve
[26] #climatestrikeonline
[21] #facetheclimateemergency
[21] strike
[20] week
[19] gretathunberg
[19] school
[18] climatemessages
[16] #fridaysforfuture
[14] ongoing

Top Words in Tweet in G10:
[72] two
[36] words
[36] pictures
[36] mask
[36] end
[36] covid
[36] #flattenthecurve
[36] #covid19
[35] insidekaduna_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2012] school,strike
[2009] strike,week
[2002] ongoing,pandemic
[2002] pandemic,doing
[2002] doing,#climatestrikeonline
[1999] gretathunberg,school
[1998] #climatestrikeonline,physical
[1998] physical,strikes
[1384] week,126
[1381] 126,ongoing

Top Word Pairs in Tweet in G1:
[1990] school,strike
[1990] strike,week
[1985] ongoing,pandemic
[1985] pandemic,doing
[1985] doing,#climatestrikeonline
[1982] #climatestrikeonline,physical
[1982] physical,strikes
[1981] gretathunberg,school
[1374] week,126
[1372] 126,ongoing

Top Word Pairs in Tweet in G2:
[27] social,distancing
[24] kids,bored
[24] bored,practicing
[24] practicing,social
[21] distancing,make
[17] #covid19,#flattenthecurve
[16] #doejemee,#handmade
[16] #handmade,#diy
[16] #diy,#flattenthecurve
[16] #flattenthecurve,#spreadthelove

Top Word Pairs in Tweet in G3:
[17] provisional,270
[17] 270,million
[17] million,doses
[17] doses,#covid19vaccines
[17] #covid19vaccines,secured
[17] secured,_africanunion
[17] _africanunion,distribution
[16] amref_worldwide,provisional
[16] distribution,th
[14] power,community

Top Word Pairs in Tweet in G4:
[14] ulfposh,welt
[14] welt,nö
[14] nö,epidemiologisch
[14] epidemiologisch,völlig
[14] völlig,richtig
[14] richtig,verantwortlich
[14] verantwortlich,wollen
[14] wollen,mehr
[14] mehr,tote
[14] tote,schwerkranke

Top Word Pairs in Tweet in G5:
[29] opinion,yes
[29] yes,need
[29] need,everything
[29] everything,reopen
[29] reopen,schools
[29] schools,safely
[29] safely,happen
[29] happen,talk
[29] talk,wishes
[28] billius27,opinion

Top Word Pairs in Tweet in G6:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G7:
[50] curve,flatten
[50] flatten,#flattenthecurve
[50] #flattenthecurve,15th
[50] 15th,18th
[50] 18th,moved
[50] moved,14k
[50] 14k,13k
[50] 13k,12k
[50] 12k,todate
[50] todate,9k

Top Word Pairs in Tweet in G8:
[30] #zerocovid,#flattenthecurve
[26] #schulenkitaskomplettzu,#zerocovid
[26] #bildungabersicher,#harterlockdownjetzt
[19] #harterlockdownjetzt,#bildungstattpraesenzpflicht
[17] #bildungstattpraesenzpflicht,#nofidk
[15] #flattenthecurve,#b117
[15] #b117,#pandemie
[15] #pandemie,#kita
[14] #flattenthecurve,#bildungabersicher
[14] #kita,#schule

Top Word Pairs in Tweet in G9:
[19] school,strike
[16] strike,week
[15] gretathunberg,school
[14] ongoing,pandemic
[14] pandemic,doing
[14] doing,#climatestrikeonline
[13] #climatestrikeonline,physical
[13] physical,strikes
[11] let's,wipe
[11] wipe,dirty

Top Word Pairs in Tweet in G10:
[36] two,words
[36] words,two
[36] two,pictures
[36] pictures,mask
[36] mask,end
[36] end,covid
[36] covid,#flattenthecurve
[36] #flattenthecurve,#covid19
[35] insidekaduna_,two

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@gretathunberg
@georgrestle
@maxcroser
@jackposobiec
@brianstelter
@schnellenbachj
@tagesschau
@markus_soeder
@liesdronkert

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G4:
@susansziborra
@ulfposh
@ak_meier
@iwonnaagharta
@bayerth
@welt

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G8:
@markus_soeder
@tagesschau
@michael_huether
@mamazwitschert
@karl_lauterbach
@marysol73
@volkerscheeff
@watch_union
@gew_bund
@patrickgensing

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@gardeegodrich
@peter_simone
@insidekaduna_
@thesizzlereport
@mspro
@billius27
@cpho_canada
@gp_commsafety
@normajtorres

Top Mentioned in G1:
@gretathunberg
@adampiercy1
@flossiebeachcl1
@makeadi30164733
@endelstamberg

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@thegeeksreborn
@gstirrupcomfort
@flooringdirectx
@theres146
@selangorbnyv
@thesweetpine
@digicarsza

Top Mentioned in G3:
@amref_worldwide
@_africanunion
@amref_kenya
@afyatimiza
@yednetworkke
@whoafro
@euinkenya
@moh_kenya
@africacdc
@who

Top Mentioned in G4:
@peter_simone
@welt
@ulfposh
@gereonas
@final_space_
@wenig_worte
@gretathunberg
@kpax77771
@hendrikstreeck
@focusonline

Top Mentioned in G5:
@billius27
@lead_coalition
@actionhappiness
@nalotandowly
@becca_wickson

Top Mentioned in G6:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G7:
@gardeegodrich

Top Mentioned in G8:
@toberg2
@alexa77de
@oke_raphaela
@zdfheute
@mpstephanweil
@bildungsicher
@leanderjakobine
@kolseb
@karl_lauterbach
@mamazwitschert

Top Mentioned in G9:
@gretathunberg
@climatemessages
@cop26
@gre
@makeadi30164733
@vanessa_vash
@eve_chantel
@patriciakombo
@namugerwaleah
@stratkotter

Top Mentioned in G10:
@insidekaduna_

Top Tweeters
Top Tweeters in Entire Graph:
@kakusan_rt
@gocoo_59
@gocoo
@hrblock_21
@pparzival
@roblwilson
@joni_looking
@chuddles11
@kareikitchen
@chilhon2016lap

Top Tweeters in G1:
@gocoo_59
@gocoo
@roblwilson
@chilhon2016lap
@animeworld31
@trump_enemy
@ami_tvdfan
@patricklee6669
@mwhalan
@pushandpulljlm

Top Tweeters in G2:
@kchernecky
@guitarsuncat
@carol_hulme
@fitasport1
@zarill955
@rbike
@richmonddoc
@firstbankngr
@morphizm
@lizcollet

Top Tweeters in G3:
@habbradley
@tzdiscovery
@ewnreporter
@allanmzalendo
@dailymaverick
@trf_stories
@nomsu__
@khasimwammaitsi
@bbcafrica
@who

Top Tweeters in G4:
@welt
@heiderosie
@focusonline
@goettergatte42
@fasnix
@balelt41
@creation_2011
@electroheinz
@monikaherrmann1
@wenig_worte

Top Tweeters in G5:
@viralvideovlogs
@apauckland
@agitatorsneeded
@thompsonb2569
@silentseawolf
@dlhampton
@sachatb
@silvijakrebs
@baby_leo_bill
@mixyezpitlek

Top Tweeters in G6:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@un_women
@truthsayerodet1
@jeremyfarrar

Top Tweeters in G7:
@ttbogoshi
@lavitosoul
@ricky_de1
@bkithebe
@keithaphiwe
@freegeneraxion
@juliusmalemason
@tndaba
@gardeegodrich
@spencergooner

Top Tweeters in G8:
@tagesschau
@lvz
@zdfheute
@watch_union
@marianocabano
@toberg2
@suse1603
@lvb_direkt
@madiemousie
@oke_raphaela

Top Tweeters in G9:
@o_g_log
@imagine_garden
@ourfuturebot
@redmayne_robert
@ecowarriorss
@kellyturberfie1
@greennewdeal_eu
@hausofpayu
@pberryrn
@madlove_love

Top Tweeters in G10:
@gbengagold
@ade_nurayn
@abdoulrahman_i
@surveyor_khalil
@siradinoyi
@elrufai
@sheiduhabib_
@__anad_
@arewacreative
@don_boubacar


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