#FlattenTheCurve, Twitter, 11/15/2021 10:23:58 AM, 266277


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#FlattenTheCurve_2021-11-15_01-51-45.xlsx
#FlattenTheCurve_2021-11-15_01-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/30rsgVj
@celik_chn
@ben_brechtken
@frankaskaralius
@lovelyropes
@mmittermeier
@kersbee
@irrganginvest
@lottaviehler
@ecmokaragianni1
@schnauzzwo

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

Description:
Description
The graph represents a network of 1,670 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 Monday, 15 November 2021 at 09:53 UTC.

The requested start date was Monday, 15 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 11-day, 5-hour, 47-minute period from Monday, 01 November 2021 at 06:35 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 : 1670
Unique Edges : 582
Edges With Duplicates : 3902
Total Edges : 4484
Number of Edge Types : 5
Mentions : 855
Retweet : 1346
MentionsInRetweet : 1443
Tweet : 716
Replies to : 124
Self-Loops : 722
Reciprocated Vertex Pair Ratio : 0.00472653612424038
Reciprocated Edge Ratio : 0.00940860215053763
Connected Components : 302
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 811
Maximum Edges in a Connected Component : 1655
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.367532
Graph Density : 0.000533863369725498
Modularity : 0.335671
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,670 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 Monday, 15 November 2021 at 09:53 UTC.

The requested start date was Monday, 15 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 11-day, 5-hour, 47-minute period from Monday, 01 November 2021 at 06:35 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/
[8] 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
[6] 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:
[8] 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
[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/
[1] https://www.rtlnieuws.nl/nieuws/politiek/artikel/5264547/rutte-pleit-voor-gezamenlijkheid-het-een-worsteling-maar-we-moeten
[1] https://twitter.com/stuartpstevens/status/1455567993732227084
[1] https://www.dedication-service.co.za/commercial-cleaning-services
[1] https://twitter.com/tagesschau/status/1455971235419017217

Top URLs in Tweet in G3:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G4:
[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 G5:
[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=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

[1] https://www.youtube.com/watch?v=X1mrqRiL43A


Top URLs in Tweet in G6:
[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-macht-riesigen-sprung---termine-fuer-veedels-impfungen-36349934

Top URLs in Tweet in G7:
[2] https://twitter.com/risklayer/status/1457823894283423745
[1] https://twitter.com/DLFNachrichten/status/1458021147908399106
[1] https://twitter.com/JanSchipmann/status/1458748272798052355

Top URLs in Tweet in G8:
[1] https://www.zdf.de/nachrichten/panorama/corona-infektionen-intensivstationen-impfdurchbrueche-testpflicht-100.html

Top URLs in Tweet in G9:
[1] https://twitter.com/c_drosten/status/1455879874313428994
[1] https://twitter.com/rki_de/status/1455512049165996037
[1] https://twitter.com/AminSharaf/status/1455490534106075138

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2042] flattenthecurve
[383] covid19
[342] togetherwecan
[249] wearamask
[184] leralla
[159] washyourhands
[151] nagaland
[139] 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:
[212] flattenthecurve
[45] covid19
[12] stayathome
[12] staynotathome
[12] wirbleibennichtmehrzuhause
[11] coronavirus
[9] covid
[8] socialdistancing
[8] stayhome
[8] bareenhospital

Top Hashtags in Tweet in G3:
[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 G4:
[44] flattenthecurve
[12] lockdown

Top Hashtags in Tweet in G5:
[342] togetherwecan
[331] flattenthecurve
[295] covid19
[151] nagaland
[139] nagalandagainstcovid
[74] nagalandagainstcovid19
[18] covid_19
[12] coronavirus
[10] masks4all
[9] jazzforcovid

Top Hashtags in Tweet in G6:
[16] flattenthecurve
[2] covid_19
[2] staysafe
[1] gesundheitssystemschuetzen
[1] vaccination
[1] bundesliga

Top Hashtags in Tweet in G7:
[43] flattenthecurve
[5] corona
[5] sachsen
[3] covid19
[3] landesregierung
[2] sexismus
[2] nationalismus
[2] antisemitismus
[2] holocaustleugnung
[2] transfeindlichkeit

Top Hashtags in Tweet in G8:
[26] flattenthecurve
[23] inzidenzen
[1] booster
[1] lockdown
[1] impfen
[1] boostern
[1] covid_19
[1] nocovid

Top Hashtags in Tweet in G9:
[30] flattenthecurve
[2] corona
[2] impfenschuetzt
[1] welle4
[1] flättänsekööörf
[1] neuinfektionen
[1] stayathome
[1] protectthekids
[1] maskeauf
[1] boosterimpfung

Top Hashtags in Tweet in G10:
[35] flattenthecurve
[1] dexit
[1] afd
[1] deutschemark

Top Words
Top Words in Tweet in Entire Graph:
[2041] #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:
[212] #flattenthecurve
[45] #covid19
[44] die
[34] ø
[34] ù
[24] zwerenberg
[22] 19
[15] home
[13] stay
[12] #stayathome

Top Words in Tweet in G3:
[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 G4:
[44] #flattenthecurve
[31] achse
[29] lovelyropes
[28] falschen
[12] surprise
[12] #lockdown
[12] halfen
[12] zeit
[12] keinen
[12] impfstoff

Top Words in Tweet in G5:
[378] 2021
[340] #togetherwecan
[331] #flattenthecurve
[295] #covid19
[276] november
[226] healthnagaland
[204] status
[155] recoveries
[151] bulletin
[151] #nagaland

Top Words in Tweet in G6:
[38] die
[33] kölner
[32] liebe
[32] jecken
[32] bitte
[32] feiert
[32] morgen
[32] soviel
[32] geht
[32] aussenbereichen

Top Words in Tweet in G7:
[43] #flattenthecurve
[30] die
[25] mmittermeier
[25] jemand
[25] idee
[25] curve
[25] flatten
[5] #corona
[5] #sachsen
[5] wisst

Top Words in Tweet in G8:
[29] nichts
[26] #flattenthecurve
[24] rahaake
[24] geht
[23] machen
[23] weiter
[23] #inzidenzen
[23] marschieren
[23] höchstgeschwindigkeit
[12] tomatinata

Top Words in Tweet in G9:
[30] #flattenthecurve
[22] die
[11] karl_lauterbach
[8] wieder
[7] zeit
[6] man
[6] jemand
[6] narrativ
[6] erinnern
[6] schweden

Top Words in Tweet in G10:
[35] #flattenthecurve
[32] ben_brechtken

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:
[34] #covid19,#flattenthecurve
[16] ø,ù
[14] ù,ù
[13] ù,ø
[12] #flattenthecurve,#stayathome
[12] #flattenthecurve,#staynotathome
[12] #staynotathome,#wirbleibennichtmehrzuhause
[11] walking,runde
[11] runde,zwerenberg
[11] zwerenberg,schwarzwald

Top Word Pairs in Tweet in G3:
[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 G4:
[28] #flattenthecurve,falschen
[28] falschen,achse
[27] 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 G5:
[276] november,2021
[190] healthnagaland,#covid19
[188] #flattenthecurve,#togetherwecan
[151] bulletin,#nagaland
[149] fresh,positive
[144] 2021,dimapur
[125] #nagaland,status
[106] covid,19
[102] october,2021
[80] 19,bulletin

Top Word Pairs in Tweet in G6:
[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 G7:
[25] jemand,idee
[25] idee,die
[25] die,curve
[25] curve,flatten
[25] flatten,#flattenthecurve
[24] mmittermeier,jemand
[5] wisst,damals
[5] damals,man
[5] man,inzidenzen
[5] inzidenzen,20

Top Word Pairs in Tweet in G8:
[23] machen,nichts
[23] nichts,weiter
[23] weiter,geht
[23] geht,#inzidenzen
[23] #inzidenzen,marschieren
[23] marschieren,höchstgeschwindigkeit
[22] rahaake,machen
[12] #flattenthecurve,nochmal
[12] nochmal,sehen
[11] tomatinata,#flattenthecurve

Top Word Pairs in Tweet in G9:
[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 G10:
[31] ben_brechtken,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@karl_lauterbach
@hugodejonge
@prof_freedom
@tonybyker
@ggbh60
@steffun
@ben_brechtken
@oliverskberlin
@fischerin5

Top Replied-To in G1:
@celik_chn

Top Replied-To in G3:
@dgurdasani1

Top Replied-To in G7:
@mmittermeier
@hazanirayidfada
@mpkretschmer

Top Replied-To in G8:
@christianmell3
@nocovidsachsen
@tomatinata

Top Replied-To in G9:
@karl_lauterbach
@prof_freedom
@fakten007
@theitsalx
@rnd_de
@derspiegel
@jensspahn
@_paddy_b

Top Replied-To in G10:
@ben_brechtken

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:
@janelle_rwnr
@adomagvaluers
@egmontinstitute
@supastardiva1

Top Mentioned in G3:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G4:
@lovelyropes
@einaugenschmaus
@ingo_zamperoni
@tagesthemen
@celik_chn
@marcobuschmann

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G6:
@ecmokaragianni1
@sugammahex
@celik_chn
@ksta
@tdittkuhn
@lovelyropes
@mmittermeier

Top Mentioned in G7:
@mmittermeier
@kotzenderstern
@andreas_spr
@mpkretschmer
@lovelyropes
@ecmokaragianni1
@celik_chn
@pjotrs72
@berlindirekt
@zdf

Top Mentioned in G8:
@rahaake
@tomatinata
@mmittermeier
@einzigartiger
@lovelyropes
@celik_chn

Top Mentioned in G9:
@calyypso76
@karl_lauterbach
@lottaviehler
@emmiweberwebde1
@mfeldenkirchen
@derspiegel
@ben_brechtken
@noahmaas3
@stphn85
@zdfheute

Top Mentioned in G10:
@ben_brechtken
@celik_chn

Top Tweeters
Top Tweeters in Entire Graph:
@andreasandy3131
@viralvideovlogs
@moritzbhg
@muschelschloss
@welt
@cynicalvision50
@cnbc
@wernerkeil
@littlewisehen
@cjdjam

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:
@mbalter
@b0tsci
@schneiderleonid
@hrw
@proftimnoakes
@braincures
@seis_matters
@reddit
@marikasboros
@truthsayerodet1

Top Tweeters in G4:
@halleverkehrt
@wiese_r
@new_joerg
@suzyistdaheim
@mertinsk
@einaugenschmaus
@jotbe
@leanderjakobine
@dens_r_d
@_andreas42

Top Tweeters in G5:
@viralvideovlogs
@sudarshantheva3
@devbvishwakarm1
@corona_tweet
@nagalandbot
@temsutulaimsong
@airnews_kohima
@gimapreceptor
@gina_alcera
@pibkohima

Top Tweeters in G6:
@die_primel
@fraurettich
@sixteentender
@musichistorylaw
@coocooo266
@dokape
@spinfocl
@blocksb1
@newhyperion
@firecreek0711

Top Tweeters in G7:
@muschelschloss
@wernerkeil
@zdf
@electroheinz
@maddylina25
@airjibeer
@s4xon14
@kotzenderstern
@justakidiv
@tini68274439

Top Tweeters in G8:
@tilhemwell
@tasso2000
@h_odiug
@tomatinata
@atarifrosch
@maskedanwaeldin
@kaffeeundhunde
@1summertime2
@dauni
@georgalbrecht1

Top Tweeters in G9:
@derspiegel
@pdr2002
@zdfheute
@rnd_de
@chris40377646
@aminsharaf
@emmiweberwebde1
@prof_freedom
@andyhesse
@f_i_briest

Top Tweeters in G10:
@uwewolff966
@raimundraimund
@frankaskaralius
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