#FlattenTheCurve, Twitter, 11/13/2021 10:19:47 AM, 266158


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#FlattenTheCurve_2021-11-13_01-30-01.xlsx
#FlattenTheCurve_2021-11-13_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 13, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3c8eqd6
@celik_chn
@ben_brechtken
@frankaskaralius
@lovelyropes
@irrganginvest
@lottaviehler
@mmittermeier
@kersbee
@karl_lauterbach
@ecmokaragianni1

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#wearamask
#leralla

Description:
Description
The graph represents a network of 1,777 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 Saturday, 13 November 2021 at 09:31 UTC.

The requested start date was Saturday, 13 November 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 13-day, 6-hour, 47-minute period from Saturday, 30 October 2021 at 05:36 UTC to Friday, 12 November 2021 at 12:23 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 : 1777
Unique Edges : 635
Edges With Duplicates : 4095
Total Edges : 4730
Number of Edge Types : 5
Mentions : 870
Retweet : 1427
MentionsInRetweet : 1534
Tweet : 760
Replies to : 139
Self-Loops : 769
Reciprocated Vertex Pair Ratio : 0.00507292327203551
Reciprocated Edge Ratio : 0.0100946372239748
Connected Components : 326
Single-Vertex Connected Components : 148
Maximum Vertices in a Connected Component : 819
Maximum Edges in a Connected Component : 1666
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.465218
Graph Density : 0.000502225635877859
Modularity : 0.341432
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,777 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 Saturday, 13 November 2021 at 09:31 UTC.

The requested start date was Saturday, 13 November 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 13-day, 6-hour, 47-minute period from Saturday, 30 October 2021 at 05:36 UTC to Friday, 12 November 2021 at 12:23 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:
[22] https://tcc-gsr.com/global-overview/global-transport-and-climate-change/
[10] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[8] https://www.twitch.tv/nezuryu
[4] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[4] https://www.radioafm.nl/
[4] https://trendingdeutschland.com/h/flattenthecurve
[3] https://twitter.com/jasonvanschoor/status/1237144089855963136
[3] https://yazing.com/deals/flattummyco
[2] https://www.ndr.de/nachrichten/info/Drosten-im-Corona-Podcast-Wir-haben-eine-echte-Notfall-Situation,coronavirusupdate214.html
[2] https://twitter.com/MMittermeier/status/1458346502011621376

Top URLs in Tweet in G2:
[10] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[4] https://trendingdeutschland.com/h/flattenthecurve
[2] https://www.gmeiner-verlag.de/buecher/titel/der-vampir-vom-niederrhein-peter-kuerten.html
[2] https://www.egmontinstitute.be/publications/
[1] https://www.businesswireindia.com/premas-biotech-announces-approval-to-initiate-phase-1-trials-in-south-africa-for-oravaxs-oral-vaccine-for-covid-19-75736.html
[1] https://twitter.com/brianmarceau/status/1454541707048062979
[1] https://twitter.com/exrealo/status/1359965561686474753
[1] https://twitter.com/natashamitchell/status/1455339518135992322
[1] https://twitter.com/SeanUSMCSDI69/status/1455141555245887490
[1] https://www.runwithnoregrets.com/2020/11/gift-ideas-to-keep-you-fit-in-quarantine/

Top URLs in Tweet in G3:
[2] https://twitter.com/risklayer/status/1457823894283423745
[1] https://twitter.com/DLFNachrichten/status/1458021147908399106
[1] https://twitter.com/JanSchipmann/status/1458748272798052355
[1] https://www.zdf.de/nachrichten/panorama/corona-infektionen-intensivstationen-impfdurchbrueche-testpflicht-100.html

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G5:
[2] https://twitter.com/lovelyropes/status/1456991790783815686
[1] https://twitter.com/lovelyropes/status/1457016108855308293
[1] https://twitter.com/dlf/status/1458343396993642496

Top URLs in Tweet in G6:
[1] https://twitter.com/c_drosten/status/1455879874313428994
[1] https://twitter.com/rki_de/status/1455512049165996037
[1] https://twitter.com/AminSharaf/status/1455490534106075138

Top URLs in Tweet in G7:
[2] https://scitechdaily.com/recovering-from-covid-19-doesnt-guarantee-antibodies-or-confer-immunity-to-re-infection/
[2] https://scitechdaily.com/new-study-finds-likely-driver-of-covid-19-deaths-dispels-previous-theories/
[1] https://www.youtube.com/watch?v=xc39MbB8DqM

[1] https://www.youtube.com/watch?v=cdeaWn1eBag

[1] https://www.youtube.com/watch?v=eJyskDspkYI

[1] https://www.youtube.com/watch?v=HDHs0Ta3RS8

[1] https://www.youtube.com/watch?v=GvD--otz7Do

[1] https://www.youtube.com/watch?v=fj6IWKoG18I

[1] https://www.youtube.com/watch?v=xnzGqh93EFQ

[1] https://www.youtube.com/watch?v=8S6oSzVkolQ


Top URLs in Tweet in G9:
[1] https://www.deutschlandfunk.de/experten-bei-corona-ueberlastung-des-gesundheitssystems.1939.de.html?drn:news_id=1321101
[1] http://www.stimme.de/
[1] https://www.stimme.de/suedwesten/nachrichten/pl/do-it-yourself-in-der-pandemie-corona-kranke-muessen-selbst-anrufen;art19070,4553581
[1] https://mobil.ksta.de/koeln/corona-in-koeln-inzidenzwert-leicht-gestiegen---reker-verteidigt-11-11--entscheidung-36349934

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2149] flattenthecurve
[406] covid19
[360] togetherwecan
[251] wearamask
[184] leralla
[165] nagaland
[159] washyourhands
[145] nagalandagainstcovid
[97] naledi
[85] berailsmart



Top Hashtags in Tweet in G1:
[587] flattenthecurve
[1] boostershots
[1] maskeauf
[1] diemaskeschützt
[1] stayathome
[1] kinderdurchseuchungstoppen
[1] teamkinderschutz
[1] exponentielles
[1] germany
[1] covid19

Top Hashtags in Tweet in G2:
[236] flattenthecurve
[54] covid19
[17] coronavirus
[16] wirbleibennichtmehrzuhause
[14] covid
[14] stayathome
[14] staynotathome
[11] stayhome
[10] bareenhospital
[10] uae

Top Hashtags in Tweet in G3:
[67] flattenthecurve
[23] inzidenzen
[5] corona
[5] sachsen
[3] covid19
[3] landesregierung
[2] sexismus
[2] nationalismus
[2] antisemitismus
[2] holocaustleugnung

Top Hashtags in Tweet in G4:
[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 G5:
[54] flattenthecurve
[12] lockdown
[1] bundesliga

Top Hashtags in Tweet in G6:
[35] flattenthecurve
[4] corona
[3] impfenschuetzt
[1] praesenzpflichtaussetzen
[1] lockdownjetzt
[1] schuetztdiekinder
[1] bildungabersicher
[1] welle4
[1] flättänsekööörf
[1] neuinfektionen

Top Hashtags in Tweet in G7:
[360] togetherwecan
[345] flattenthecurve
[305] covid19
[165] nagaland
[145] nagalandagainstcovid
[79] nagalandagainstcovid19
[20] covid_19
[13] coronavirus
[11] masks4all
[10] jazzforcovid

Top Hashtags in Tweet in G8:
[35] flattenthecurve
[1] dexit
[1] afd
[1] deutschemark

Top Hashtags in Tweet in G9:
[8] flattenthecurve
[2] covid_19
[2] staysafe
[1] gesundheitssystemschuetzen
[1] vaccination

Top Hashtags in Tweet in G10:
[20] fridaysforfuture
[20] schoolstrike4climate
[19] fightfor1point5
[18] flattenthecurve
[17] climatestrike
[16] facetheclimateemergency
[16] firedrillfriday
[16] nofear
[16] unitebehindthescience
[16] globalclimatejustice

Top Words
Top Words in Tweet in Entire Graph:
[2146] #flattenthecurve
[593] wichtig
[593] tests
[591] maßnahmen
[591] infektionen
[590] celik_chn
[590] kontaktreduzierung
[590] zielen
[590] zeitliches
[590] strecken

Top Words in Tweet in G1:
[587] #flattenthecurve
[581] celik_chn
[581] wichtig
[581] maßnahmen
[581] tests
[581] kontaktreduzierung
[581] zielen
[581] zeitliches
[581] strecken
[581] infektionen

Top Words in Tweet in G2:
[235] #flattenthecurve
[54] #covid19
[49] die
[34] ø
[34] ù
[27] zwerenberg
[26] 19
[17] #coronavirus
[16] home
[16] #wirbleibennichtmehrzuhause

Top Words in Tweet in G3:
[67] #flattenthecurve
[34] die
[29] flatten
[29] nichts
[26] mmittermeier
[26] jemand
[26] idee
[26] curve
[26] geht
[24] rahaake

Top Words in Tweet in G4:
[3] dgurdasani1
[3] dbetteracademia
[3] morimahmoudi
[3] reneebleau
[3] suzanne_garrett
[3] evidencebase_im
[3] braincures
[3] marikasboros
[2] do_kinder
[2] proftim

Top Words in Tweet in G5:
[54] #flattenthecurve
[32] achse
[30] lovelyropes
[29] falschen
[12] die
[12] surprise
[12] #lockdown
[12] halfen
[12] zeit
[12] keinen

Top Words in Tweet in G6:
[35] #flattenthecurve
[24] die
[13] karl_lauterbach
[8] wieder
[7] zeit
[7] man
[7] sieht
[6] jemand
[6] narrativ
[6] erinnern

Top Words in Tweet in G7:
[398] 2021
[358] #togetherwecan
[345] #flattenthecurve
[305] #covid19
[276] november
[234] healthnagaland
[216] status
[165] bulletin
[165] #nagaland
[159] recoveries

Top Words in Tweet in G8:
[35] #flattenthecurve
[32] ben_brechtken

Top Words in Tweet in G9:
[34] die
[33] kölner
[32] liebe
[32] jecken
[32] bitte
[32] feiert
[32] morgen
[32] soviel
[32] geht
[32] aussenbereichen

Top Words in Tweet in G10:
[20] gretathunberg
[20] #fridaysforfuture
[20] #schoolstrike4climate
[20] ðÿœ
[19] #fightfor1point5
[18] #flattenthecurve
[17] #climatestrike
[16] #facetheclimateemergency
[16] #firedrillfriday
[16] #nofear

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[590] wichtig,maßnahmen
[590] maßnahmen,tests
[590] tests,kontaktreduzierung
[590] kontaktreduzierung,zielen
[590] zielen,zeitliches
[590] zeitliches,strecken
[590] strecken,infektionen
[590] infektionen,#flattenthecurve
[589] celik_chn,wichtig
[589] #flattenthecurve,scho

Top Word Pairs in Tweet in G1:
[581] wichtig,maßnahmen
[581] maßnahmen,tests
[581] tests,kontaktreduzierung
[581] kontaktreduzierung,zielen
[581] zielen,zeitliches
[581] zeitliches,strecken
[581] strecken,infektionen
[581] infektionen,#flattenthecurve
[580] celik_chn,wichtig
[580] #flattenthecurve,scho

Top Word Pairs in Tweet in G2:
[39] #covid19,#flattenthecurve
[16] ø,ù
[14] #flattenthecurve,#stayathome
[14] ù,ù
[14] #flattenthecurve,#staynotathome
[14] #staynotathome,#wirbleibennichtmehrzuhause
[13] ù,ø
[13] walking,runde
[13] runde,zwerenberg
[13] zwerenberg,schwarzwald

Top Word Pairs in Tweet in G3:
[26] jemand,idee
[26] idee,die
[26] die,curve
[26] curve,flatten
[26] flatten,#flattenthecurve
[25] mmittermeier,jemand
[23] machen,nichts
[23] nichts,weiter
[23] weiter,geht
[23] geht,#inzidenzen

Top Word Pairs in Tweet in G4:
[3] dgurdasani1,dbetteracademia
[3] dbetteracademia,morimahmoudi
[3] morimahmoudi,reneebleau
[3] reneebleau,suzanne_garrett
[3] suzanne_garrett,evidencebase_im
[3] evidencebase_im,braincures
[3] braincures,marikasboros
[2] do_kinder,dgurdasani1
[2] marikasboros,proftim

Top Word Pairs in Tweet in G5:
[29] #flattenthecurve,falschen
[29] falschen,achse
[28] lovelyropes,#flattenthecurve
[12] surprise,#flattenthecurve
[12] #flattenthecurve,#lockdown
[12] #lockdown,halfen
[12] halfen,zeit
[12] zeit,keinen
[12] keinen,impfstoff
[12] impfstoff,damals

Top Word Pairs in Tweet in G6:
[6] jemand,narrativ
[6] narrativ,#flattenthecurve
[6] #flattenthecurve,erinnern
[6] erinnern,schweden
[6] schweden,sieht
[6] sieht,schlecht
[5] #flattenthecurve,sagt
[5] sagt,man
[5] man,die
[5] die,kurve

Top Word Pairs in Tweet in G7:
[276] november,2021
[198] healthnagaland,#covid19
[192] #flattenthecurve,#togetherwecan
[165] bulletin,#nagaland
[153] fresh,positive
[148] 2021,dimapur
[135] #nagaland,status
[122] october,2021
[118] covid,19
[88] 19,bulletin

Top Word Pairs in Tweet in G8:
[31] ben_brechtken,#flattenthecurve

Top Word Pairs in Tweet in G9:
[32] liebe,jecken
[32] jecken,bitte
[32] bitte,feiert
[32] feiert,morgen
[32] morgen,soviel
[32] soviel,geht
[32] geht,aussenbereichen
[32] aussenbereichen,die
[32] die,kölner
[32] kölner,krankenhäuser

Top Word Pairs in Tweet in G10:
[19] #fightfor1point5,#schoolstrike4climate
[19] #schoolstrike4climate,#fridaysforfuture
[17] #fridaysforfuture,#climatestrike
[17] #climatestrike,#flattenthecurve
[16] #flattenthecurve,#facetheclimateemergency
[16] #facetheclimateemergency,#firedrillfriday
[16] #firedrillfriday,#nofear
[16] #nofear,#unitebehindthescience
[16] #unitebehindthescience,#globalclimatejustice
[16] #globalclimatejustice,#extinctionrebellion

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@karl_lauterbach
@markus_soeder
@hugodejonge
@prof_freedom
@tonybyker
@stopcambo
@ggbh60
@steffun
@ben_brechtken

Top Replied-To in G1:
@celik_chn

Top Replied-To in G3:
@christianmell3
@mmittermeier
@nocovidsachsen
@hazanirayidfada
@mpkretschmer
@tomatinata

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G6:
@karl_lauterbach
@markus_soeder
@prof_freedom
@fakten007
@theitsalx
@rnd_de
@derspiegel
@jensspahn
@_paddy_b

Top Replied-To in G8:
@ben_brechtken

Top Replied-To in G10:
@gretathunberg
@stopcambo
@scottduncanwx
@alexandriav2005
@thejuicemedia

Top Mentioned
Top Mentioned in Entire Graph:
@celik_chn
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G1:
@celik_chn

Top Mentioned in G2:
@egmontinstitute
@longevityph
@susannbrennero
@janelle_rwnr
@adomagvaluers
@supastardiva1

Top Mentioned in G3:
@mmittermeier
@rahaake
@tomatinata
@kotzenderstern
@andreas_spr
@celik_chn
@mpkretschmer
@einzigartiger
@lovelyropes
@pjotrs72

Top Mentioned in G4:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G5:
@lovelyropes
@einaugenschmaus
@sugammahex
@ingo_zamperoni
@tagesthemen
@celik_chn
@tdittkuhn
@ecmokaragianni1
@mmittermeier
@marcobuschmann

Top Mentioned in G6:
@karl_lauterbach
@calyypso76
@markus_soeder
@lottaviehler
@1worldvs1virus
@emmiweberwebde1
@mfeldenkirchen
@derspiegel
@ffmfranz
@ben_brechtken

Top Mentioned in G7:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G8:
@ben_brechtken
@celik_chn

Top Mentioned in G9:
@ecmokaragianni1
@celik_chn
@ksta
@mmittermeier
@lovelyropes

Top Mentioned in G10:
@gretathunberg
@patriciakombo
@aloksharma_rdg
@foescot
@yfoes
@transitionface
@fridays4future
@stopcambo
@seiresearch
@ieep_eu

Top Tweeters
Top Tweeters in Entire Graph:
@andreasandy3131
@viralvideovlogs
@bob_stinson1234
@moritzbhg
@muschelschloss
@welt
@cynicalvision50
@germantwitchsup
@cnbc
@bernd471

Top Tweeters in G1:
@andreasandy3131
@littlewisehen
@danielalippke
@atomreisfleisch
@fraufoo
@angiestone_
@bckaemper
@check_mbloging
@artvandelay1971
@positivchen

Top Tweeters in G2:
@moritzbhg
@slechtvolk
@chinewsbench
@kischtrine
@agargmd
@motikat
@nleblanc12
@fabcojim
@lisa_marychen
@luisenstadtfoto

Top Tweeters in G3:
@muschelschloss
@wernerkeil
@tilhemwell
@tasso2000
@zdf
@h_odiug
@electroheinz
@tomatinata
@atarifrosch
@maddylina25

Top Tweeters in G4:
@mbalter
@b0tsci
@schneiderleonid
@hrw
@proftimnoakes
@braincures
@seis_matters
@reddit
@marikasboros
@truthsayerodet1

Top Tweeters in G5:
@halleverkehrt
@wiese_r
@new_joerg
@suzyistdaheim
@mertinsk
@einaugenschmaus
@jotbe
@leanderjakobine
@dens_r_d
@_andreas42

Top Tweeters in G6:
@derspiegel
@pdr2002
@zdfheute
@rnd_de
@1worldvs1virus
@chris40377646
@aminsharaf
@emmiweberwebde1
@prof_freedom
@andyhesse

Top Tweeters in G7:
@viralvideovlogs
@sudarshantheva3
@devbvishwakarm1
@corona_tweet
@nagalandbot
@temsutulaimsong
@airnews_kohima
@gimapreceptor
@gina_alcera
@pibkohima

Top Tweeters in G8:
@uwewolff966
@raimundraimund
@frankaskaralius
@apvogt
@weltsichtig
@ministryoftru16
@karlerbach
@witzigwalter
@kebabchris
@swaziswannler

Top Tweeters in G9:
@die_primel
@fraurettich
@sixteentender
@musichistorylaw
@coocooo266
@dokape
@spinfocl
@blocksb1
@newhyperion
@firecreek0711

Top Tweeters in G10:
@llewelynpritch
@redphael
@foescot
@seiresearch
@vanessa_vash
@stanchart
@stevemisatih
@darien10261061
@thejuicemedia
@muindi_elijah