#FlattenTheCurve, Twitter, 3/20/2022 11:06:07 AM, 273323


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#FlattenTheCurve_2022-03-20_01-28-34.xlsx
#FlattenTheCurve_2022-03-20_01-28-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3N5HrHC
@frankfurtzack
@andrewbogut
@m_ziesmann
@karl_lauterbach
@this0499154500
@lottaviehler
@konstwood
@funfterquadrant
@freiheit20001
@domisge

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

Description:
Description
The graph represents a network of 1,222 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 Sunday, 20 March 2022 at 08:29 UTC.

The requested start date was Sunday, 20 March 2022 at 00:01 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 12-day, 11-hour, 6-minute period from Sunday, 06 March 2022 at 01:14 UTC to Friday, 18 March 2022 at 12:20 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 : 1222
Unique Edges : 655
Edges With Duplicates : 2632
Total Edges : 3287
Number of Edge Types : 5
Tweet : 838
Mentions : 546
Retweet : 794
MentionsInRetweet : 993
Replies to : 116
Self-Loops : 847
Reciprocated Vertex Pair Ratio : 0.00418410041841004
Reciprocated Edge Ratio : 0.00833333333333333
Connected Components : 265
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 520
Maximum Edges in a Connected Component : 1220
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.895224
Graph Density : 0.00080425612340506
Modularity : 0.368864
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,222 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 Sunday, 20 March 2022 at 08:29 UTC.

The requested start date was Sunday, 20 March 2022 at 00:01 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 12-day, 11-hour, 6-minute period from Sunday, 06 March 2022 at 01:14 UTC to Friday, 18 March 2022 at 12:20 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:
[4] https://twitter.com/ksorbs/status/1503408918906683398
[3] https://labblog.uofmhealth.org/industry-dx/history-doesnt-repeat-but-it-rhymes
[2] https://scitechdaily.com/long-covid-lasting-effects-for-the-1-in-10-covid-19-patients-who-become-long-haulers/
[2] https://twitter.com/welt/status/1501774121134346240
[2] https://www.maibornwolff.de/aktuell/03/2020/flattenthecurve-wie-wir-mit-der-corona-situation-umgehen
[2] https://www.onlyinyourstate.com/south-carolina/20-movies-filmed-in-sc/?utm_medium=email&utm_source=south-carolina&utm_campaign=newsletter
[2] https://nos.nl/artikel/2420244-weer-flinke-stijging-brandstofprijs-adviesprijs-benzine-boven-de-2-41-euro
[2] https://www.redbubble.com/i/t-shirt/I-got-my-vaccine-by-Mandis1/103904114.WFLAH
[1] https://www.youtube.com/watch?v=cKJ8IWWrBRw

[1] https://www.youtube.com/watch?v=3UCU8dC6lRc


Top URLs in Tweet in G1:
[3] https://twitter.com/ksorbs/status/1503408918906683398
[2] https://www.onlyinyourstate.com/south-carolina/20-movies-filmed-in-sc/?utm_medium=email&utm_source=south-carolina&utm_campaign=newsletter
[1] https://twitter.com/prof_freedom/status/1500901447940161544
[1] https://www.instagram.com/accounts/login/?next=/p/Ca1nymRuh-E/
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-covid-19-kann-das-gehirn-schrumpfen-lassen-a-a83bda90-15e5-4576-8c53-7c8327bdeb2e
[1] https://twitter.com/grantbotma/status/1501021988562747394
[1] https://twitter.com/EmmaVitz/status/1501301684663767047
[1] https://twitter.com/DeeHaye_/status/1501369463664427008
[1] https://www.instagram.com/accounts/login/?next=/p/Ca47BgMFaAPcAFdLHmjZaiJXSR1HB0g6oqeowk0/
[1] https://twitter.com/BenzinpreisBot/status/1501626635975602181

Top URLs in Tweet in G2:
[1] https://twitter.com/karl_lauterbach/status/1501134483080237057
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272865

Top URLs in Tweet in G4:
[1] https://twitter.com/FrankfurtZack/status/1426916573994946563?t=emdhooZ196ER4EW4A6I3HQ&s=19
[1] https://www.stuttgarter-nachrichten.de/inhalt.coronavirus-in-deutschland-lauterbach-will-weiter-kontaktbeschraenkungen-ermoeglichen.906f9f1d-4ebe-4fdd-8740-7132bfedfce1.html
[1] https://twitter.com/Markus_Soeder/status/1504381580420300800
[1] https://twitter.com/BILD/status/1497923514573205508

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G8:
[1] https://twitter.com/argonerd/status/1503397117234143236

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1523] flattenthecurve
[329] wearamask
[192] covid19
[158] saulsville
[146] togetherwecan
[144] mabopane
[106] leralla
[98] nagalandagainstcovid
[85] gas
[76] nagaland



Top Hashtags in Tweet in G1:
[213] flattenthecurve
[44] covid19
[20] gasprices
[12] staynotathome
[12] stayathome
[6] gas
[5] covid
[4] stopthespread
[4] wearamask
[4] coronavirus

Top Hashtags in Tweet in G2:
[74] flattenthecurve
[41] impfpflicht
[40] longcovid
[15] durchseuchung
[4] flattenthegrundrechte
[3] stayathome
[3] spritpreisbremse
[2] zerocovid
[1] freedummday
[1] basisschutzmassnahmen

Top Hashtags in Tweet in G3:
[2] flattenthecurve
[1] stayhomestaysafe
[1] allinthistogether

Top Hashtags in Tweet in G4:
[76] flattenthecurve
[20] basisschutzmassnahmen
[1] stayhomestaysafe
[1] wearamask
[1] esistvorbeikarl
[1] esistvorbeimelanie
[1] esistvorbeijanosch

Top Hashtags in Tweet in G5:
[93] flattenthecurve
[1] basisschutzmassnahmen

Top Hashtags in Tweet in G6:
[72] flattenthecurve
[72] bidenflation
[72] gas

Top Hashtags in Tweet in G7:
[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 G8:
[26] flattenthecurve
[1] freedummday
[1] diemaskebleibtauf
[1] systemrelevant

Top Hashtags in Tweet in G9:
[21] flattenthecurve

Top Hashtags in Tweet in G10:
[19] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1523] #flattenthecurve
[1063] station
[505] train
[470] next
[464] stopping
[450] departed
[418] die
[377] pretoria
[359] weeks
[329] #wearamask

Top Words in Tweet in G1:
[213] #flattenthecurve
[44] #covid19
[29] weeks
[24] two
[20] die
[20] #gasprices
[18] stop
[18] stay
[17] years
[14] zwerenberg

Top Words in Tweet in G2:
[127] die
[79] lottaviehler
[74] #flattenthecurve
[66] karl_lauterbach
[55] kurve
[45] infektion
[41] #impfpflicht
[40] marga_owski
[40] halten
[40] fest

Top Words in Tweet in G3:
[244] weeks
[122] idea
[122] rising
[122] fuel
[122] gas
[122] prices
[122] hear
[122] don
[122] fill
[122] cars

Top Words in Tweet in G4:
[126] die
[115] frankfurtzack
[77] maßnahmen
[76] #flattenthecurve
[56] aktuell
[47] offizielle
[47] begründung
[45] eigentlich
[45] pandemieverlängerung
[32] mehr

Top Words in Tweet in G5:
[93] #flattenthecurve
[86] wisst
[86] wochen
[86] 730
[86] tagen
[85] m_ziesmann
[12] die
[9] maßnahmen
[7] frankfurtzack
[6] kurve

Top Words in Tweet in G6:
[72] everyone
[72] stop
[72] driving
[72] weeks
[72] flatten
[72] curve
[72] #flattenthecurve
[72] #bidenflation
[72] #gas
[71] lloydlegalist

Top Words in Tweet in G7:
[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 G8:
[46] die
[26] #flattenthecurve
[21] infektionen
[12] ging
[11] maßnahmen
[11] spitzen
[10] verhindern
[8] niemals
[7] verzögern
[7] ewige

Top Words in Tweet in G9:
[21] public
[21] service
[21] announcement
[21] taken
[21] seriously
[21] #flattenthecurve
[20] woodyshw

Top Words in Tweet in G10:
[19] #flattenthecurve
[13] nicolawerdenigg
[13] zeit
[13] hashtag
[13] 2020
[13] wieder
[13] trenden
[13] lassen
[6] die
[3] gesellschaft

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[464] stopping,station
[461] next,stopping
[399] station,next
[275] #wearamask,#flattenthecurve
[205] weeks,flatten
[146] march,2022
[145] #saulsville,train
[136] station,#flattenthecurve
[131] gas,prices
[127] #mabopane,train

Top Word Pairs in Tweet in G1:
[36] #covid19,#flattenthecurve
[14] two,weeks
[12] weeks,#flattenthecurve
[12] #flattenthecurve,#staynotathome
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19

Top Word Pairs in Tweet in G2:
[41] die,infektion
[40] karl_lauterbach,marga_owski
[40] marga_owski,halten
[40] halten,fest
[40] fest,#impfpflicht
[40] #impfpflicht,weder
[40] weder,die
[40] infektion,#longcovid
[39] lottaviehler,karl_lauterbach
[39] #longcovid,verhinde

Top Word Pairs in Tweet in G3:
[122] idea,rising
[122] rising,fuel
[122] fuel,gas
[122] gas,prices
[122] prices,hear
[122] hear,don
[122] don,fill
[122] fill,cars
[122] cars,weeks
[122] weeks,therefore

Top Word Pairs in Tweet in G4:
[47] offizielle,begründung
[45] eigentlich,aktuell
[45] aktuell,offizielle
[45] begründung,die
[45] die,maßnahmen
[45] maßnahmen,pandemieverlängerung
[45] pandemieverlängerung,#flattenthecurve
[44] frankfurtzack,eigentlich
[31] die,regeln
[30] zweck,sinn

Top Word Pairs in Tweet in G5:
[86] wisst,#flattenthecurve
[86] #flattenthecurve,wochen
[86] wochen,730
[86] 730,tagen
[85] m_ziesmann,wisst
[3] frankfurtzack,eigentlich
[3] eigentlich,aktuell
[3] aktuell,offizielle
[3] offizielle,begründung
[3] begründung,die

Top Word Pairs in Tweet in G6:
[72] everyone,stop
[72] stop,driving
[72] driving,weeks
[72] weeks,flatten
[72] flatten,curve
[72] curve,#flattenthecurve
[72] #flattenthecurve,#bidenflation
[72] #bidenflation,#gas
[71] lloydlegalist,everyone

Top Word Pairs in Tweet in G7:
[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 G8:
[10] die,infektionen
[10] #flattenthecurve,ging
[9] die,maßnahmen
[8] infektionen,verhindern
[7] maßnahmen,verzögern
[7] verzögern,die
[7] verhindern,#flattenthecurve
[7] ging,die
[7] spitzen,niemals
[7] niemals,die

Top Word Pairs in Tweet in G9:
[21] public,service
[21] service,announcement
[21] announcement,taken
[21] taken,seriously
[21] seriously,#flattenthecurve
[20] woodyshw,public

Top Word Pairs in Tweet in G10:
[13] zeit,hashtag
[13] hashtag,2020
[13] 2020,wieder
[13] wieder,trenden
[13] trenden,lassen
[13] lassen,#flattenthecurve
[12] nicolawerdenigg,zeit

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@frankfurtzack
@tfruehmark
@bzberlin
@suesselimone
@janoschdahmen
@m_ziesmann
@piratomat
@bmg_bund
@lottaviehler

Top Replied-To in G2:
@tfruehmark
@bmg_bund
@lottaviehler
@hendrikwuest
@veiel
@arminph
@mb234340993
@anaudretsch
@ipat69930566
@markus_soeder

Top Replied-To in G4:
@frankfurtzack
@chr_schoeps
@derspiegel

Top Replied-To in G7:
@dgurdasani1

Top Replied-To in G8:
@piratomat
@karl_lauterbach
@frankielix2020
@rc_kh
@m_ziesmann
@daniel_spunkt
@tfruehmark
@judith__sauer
@nirreaneid
@de_la_who

Top Replied-To in G10:
@suesselimone
@gwendolan1
@andremimikama
@kjpgehrden

Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@andrewbogut
@m_ziesmann
@lottaviehler
@healthnagaland
@karl_lauterbach
@lloydlegalist
@mygovnagaland
@dipr_nagaland
@ddnewskohima

Top Mentioned in G1:
@shalomegrace1
@timeoutnmb
@dacoach5
@guyciarrocchi
@noditiooyk

Top Mentioned in G2:
@lottaviehler
@karl_lauterbach
@marga_owski
@ardmoma
@frankfurtzack
@bmg_bund
@85ulm
@tfruehmark
@janoschdahmen
@fdpbt

Top Mentioned in G3:
@andrewbogut
@frankfurtzack

Top Mentioned in G4:
@frankfurtzack
@regsprecher
@bmg_bund
@polizeiberlin_e
@doc_ecmo
@tom80193365

Top Mentioned in G5:
@m_ziesmann
@frankfurtzack
@lottaviehler
@svpch
@mfrauchigersvp

Top Mentioned in G6:
@lloydlegalist

Top Mentioned in G7:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G8:
@fdp
@karl_lauterbach
@c_lindner
@marcobuschmann
@christianduerr
@fdpbt
@drcwerner
@pflegekatze
@stz_news
@_martinhagen

Top Mentioned in G9:
@woodyshw

Top Mentioned in G10:
@nicolawerdenigg

Top Tweeters
Top Tweeters in Entire Graph:
@british_airways
@mrstone0856
@welt
@zerohedge
@mlginga
@pfanderson
@spencerkarter
@uwewolff966
@stillgray
@nc_24

Top Tweeters in G1:
@spencerkarter
@nativetexan74
@shalomegrace1
@mommaven
@msebl
@sternfbsuperfan
@habanerogal
@fladdle
@wnschmstr
@nonrev_ev

Top Tweeters in G2:
@mrstone0856
@engelgert
@connyro_bln
@peterroger17
@olejanson
@firstrodewitzer
@milkrun
@xxmercerxx
@heriber06377061
@ms_aus_sa

Top Tweeters in G3:
@nc_24
@funymnjamo
@thisisraysblog
@lasty52
@makbulldog
@struth92701547
@yarravilleemma
@jadpindersingh1
@karonleahely
@jessieg05894984

Top Tweeters in G4:
@derspiegel
@rstrohmi
@markrudolph2701
@schwester_gk
@iannetts70
@karlerbach
@nightralph
@luivar67
@billyj147
@gutis_07

Top Tweeters in G5:
@uwewolff966
@tini68274439
@wellnessfr
@schnauzevoll61
@hilde_knef
@joerncarmaker
@dieflanierende
@ukw11
@womenlo66775320
@mfrauchigersvp

Top Tweeters in G6:
@theseventhbrat
@ipraydou
@memphistigerjeb
@lord_chewie
@jpdtiga
@inaudiblenoise
@markdavis8919
@rebecca65256003
@supergloss
@kixmarx

Top Tweeters in G7:
@mbalter
@braincures
@schneiderleonid
@hrw
@proftimnoakes
@seis_matters
@reddit
@do_kinder
@marikasboros
@truthsayerodet1

Top Tweeters in G8:
@stz_news
@wasdnedsagsd
@prosieben
@ilsepupilse
@pflegekatze
@schokomint
@hierlustigen
@rc_kh
@frankielix2020
@judith__sauer

Top Tweeters in G9:
@j_d_mclovin
@dhockey14
@thewoodyshow
@ryry913
@smilerunning94
@nanikitty_
@shawn24marie
@jermosojones
@gannon824
@francofellaa

Top Tweeters in G10:
@knutogris
@1summertime2
@deinsalzamt
@rkainers
@nicolawerdenigg
@steffenduda5
@ms_bridgetb
@luggi_k
@gwendolan1
@sterne_blick


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