#FlattenTheCurve, Twitter, 3/21/2022 9:08:12 AM, 273372


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#FlattenTheCurve_2022-03-21_01-51-45.xlsx
#FlattenTheCurve_2022-03-21_01-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3wpFXSu
@andrewbogut
@frankfurtzack
@karl_lauterbach
@this0499154500
@lottaviehler
@funfterquadrant
@konstwood
@freiheit20001
@domisge
@schorn_stephan

Top hashtags:
#flattenthecurve
#wearamask
#covid19
#togetherwecan

Description:
Description
The graph represents a network of 1,255 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, 21 March 2022 at 08:52 UTC.

The requested start date was Monday, 21 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 13-day, 8-hour, 18-minute period from Monday, 07 March 2022 at 03:55 UTC to Sunday, 20 March 2022 at 12:14 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 : 1255
Unique Edges : 767
Edges With Duplicates : 2528
Total Edges : 3295
Number of Edge Types : 5
Mentions : 599
MentionsInRetweet : 907
Tweet : 949
Retweet : 715
Replies to : 125
Self-Loops : 958
Reciprocated Vertex Pair Ratio : 0.00536193029490617
Reciprocated Edge Ratio : 0.0106666666666667
Connected Components : 362
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 444
Maximum Edges in a Connected Component : 1053
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.824428
Graph Density : 0.000714843973388742
Modularity : 0.364056
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,255 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, 21 March 2022 at 08:52 UTC.

The requested start date was Monday, 21 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 13-day, 8-hour, 18-minute period from Monday, 07 March 2022 at 03:55 UTC to Sunday, 20 March 2022 at 12:14 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 : #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
[1] https://www.swarmapp.com/c/80GkbxmeMXE
[1] https://www.swarmapp.com/c/j3Q7XenocWj
[1] https://www.swarmapp.com/c/19wjEqNZek5

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

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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272865

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G7:
[1] https://twitter.com/manomama/status/1501212640999321603
[1] https://twitter.com/argonerd/status/1503397117234143236

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1588] flattenthecurve
[331] wearamask
[210] covid19
[160] togetherwecan
[159] saulsville
[144] mabopane
[109] nagalandagainstcovid
[106] leralla
[85] gas
[83] nagaland



Top Hashtags in Tweet in G1:
[302] flattenthecurve
[51] covid19
[20] gasprices
[14] staynotathome
[13] stayathome
[7] covid
[6] gas
[5] coronavirus
[4] stopthespread
[4] wirbleibennichtmehrzuhause

Top Hashtags in Tweet in G2:
[94] flattenthecurve
[40] impfpflicht
[40] longcovid
[15] durchseuchung
[3] stayathome
[3] spritpreisbremse
[2] zerocovid
[1] freedummday
[1] systemrelevant

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

Top Hashtags in Tweet in G4:
[88] flattenthecurve
[3] basisschutzmassnahmen
[2] wearamask
[1] stayhomestaysafe
[1] esistvorbeikarl
[1] esistvorbeimelanie
[1] esistvorbeijanosch
[1] mabopane
[1] saulsville
[1] covid19

Top Hashtags in Tweet in G5:
[72] flattenthecurve
[72] bidenflation
[72] gas

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:
[23] flattenthecurve
[2] plandemie
[1] geimpften
[1] pandemie
[1] impfpflicht
[1] freedummday
[1] diemaskebleibtauf
[1] systemrelevant

Top Hashtags in Tweet in G8:
[21] flattenthecurve

Top Hashtags in Tweet in G9:
[20] flattenthecurve

Top Hashtags in Tweet in G10:
[15] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1588] #flattenthecurve
[1079] station
[510] train
[477] next
[470] stopping
[456] departed
[429] die
[379] pretoria
[376] weeks
[331] #wearamask

Top Words in Tweet in G1:
[302] #flattenthecurve
[85] wochen
[76] wisst
[75] m_ziesmann
[75] 730
[75] tagen
[51] #covid19
[29] weeks
[22] two
[20] die

Top Words in Tweet in G2:
[134] die
[94] #flattenthecurve
[93] lottaviehler
[62] karl_lauterbach
[61] kurve
[48] maßnahmen
[46] infektion
[40] fläche
[40] bleibt
[40] marga_owski

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

Top Words in Tweet in G4:
[135] die
[105] frankfurtzack
[88] #flattenthecurve
[83] maßnahmen
[60] aktuell
[51] offizielle
[51] begründung
[49] eigentlich
[49] pandemieverlängerung
[34] mehr

Top Words in Tweet in G5:
[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 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:
[23] #flattenthecurve
[18] die
[10] bleibt
[9] man
[9] ende
[8] 70er
[8] spd
[8] vertrauen
[8] genau
[8] mon

Top Words in Tweet in G8:
[21] public
[21] service
[21] announcement
[21] taken
[21] seriously
[21] #flattenthecurve
[20] woodyshw

Top Words in Tweet in G9:
[20] #flattenthecurve
[14] nicolawerdenigg
[14] zeit
[14] hashtag
[14] 2020
[14] wieder
[14] trenden
[14] lassen
[6] die
[3] gesellschaft

Top Words in Tweet in G10:
[41] die
[20] infektionen
[15] #flattenthecurve
[11] maßnahmen
[11] spitzen
[11] ging
[9] verhindern
[8] niemals
[7] verzögern
[7] ewige

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[470] stopping,station
[467] next,stopping
[405] station,next
[277] #wearamask,#flattenthecurve
[205] weeks,flatten
[161] march,2022
[145] #saulsville,train
[139] station,#flattenthecurve
[131] gas,prices
[127] #mabopane,train

Top Word Pairs in Tweet in G1:
[76] wisst,#flattenthecurve
[75] m_ziesmann,wisst
[75] #flattenthecurve,wochen
[75] wochen,730
[75] 730,tagen
[39] #covid19,#flattenthecurve
[14] two,weeks
[14] #flattenthecurve,#staynotathome
[13] cases,declined
[13] declined,stay

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

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

Top Word Pairs in Tweet in G4:
[51] offizielle,begründung
[49] eigentlich,aktuell
[49] aktuell,offizielle
[49] begründung,die
[49] die,maßnahmen
[49] maßnahmen,pandemieverlängerung
[49] pandemieverlängerung,#flattenthecurve
[48] frankfurtzack,eigentlich
[34] die,regeln
[33] zweck,sinn

Top Word Pairs in Tweet in G5:
[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 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:
[8] 70er,spd
[8] spd,man
[8] man,vertrauen
[8] vertrauen,ende
[8] ende,genau
[8] genau,mon
[8] mon,tempo
[8] tempo,100
[8] 100,autofr
[8] autofr,sonntagen

Top Word Pairs in Tweet in G8:
[21] public,service
[21] service,announcement
[21] announcement,taken
[21] taken,seriously
[21] seriously,#flattenthecurve
[20] woodyshw,public

Top Word Pairs in Tweet in G9:
[14] zeit,hashtag
[14] hashtag,2020
[14] 2020,wieder
[14] wieder,trenden
[14] trenden,lassen
[14] lassen,#flattenthecurve
[13] nicolawerdenigg,zeit

Top Word Pairs in Tweet in G10:
[10] die,infektionen
[10] #flattenthecurve,ging
[9] die,maßnahmen
[7] maßnahmen,verzögern
[7] verzögern,die
[7] infektionen,verhindern
[7] verhindern,#flattenthecurve
[7] ging,die
[7] spitzen,niemals
[7] niemals,die

Top Replied-To
Top Replied-To in Entire Graph:
@tfruehmark
@karl_lauterbach
@frankfurtzack
@piratomat
@janoschdahmen
@bzberlin
@suesselimone
@lottaviehler
@frankielix2020

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

Top Replied-To in G4:
@frankfurtzack
@chr_schoeps

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G7:
@piratomat
@markusdd5
@rc_kh
@klattumfittum
@janoschdahmen
@marcobuschmann
@flo_klarname92
@bonlegustave
@hierlustigen

Top Replied-To in G9:
@suesselimone
@gwendolan1
@andremimikama
@kjpgehrden

Top Replied-To in G10:
@frankielix2020
@swraktuellbw
@schokomint
@tfruehmark
@karl_lauterbach
@judith__sauer
@nirreaneid
@de_la_who
@drcwerner
@julzinho43

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

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

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

Top Mentioned in G3:
@andrewbogut

Top Mentioned in G4:
@frankfurtzack
@lottaviehler
@regsprecher
@andrewbogut
@konstwood
@siouxsiew
@karl_lauterbach
@velofisch
@bmg_bund

Top Mentioned in G5:
@lloydlegalist

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

Top Mentioned in G7:
@schorn_stephan
@fdp
@c_lindner
@marcobuschmann
@shomburg
@pflegekatze
@karl_lauterbach
@frankfurtzack
@latenightberlin
@prosieben

Top Mentioned in G8:
@woodyshw

Top Mentioned in G9:
@nicolawerdenigg

Top Mentioned in G10:
@karl_lauterbach
@regierungbw
@drcwerner
@uwe88198303
@natalia28811058
@eckerleisabella
@christianduerr
@fdpbt

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

Top Tweeters in G1:
@spencerkarter
@uwewolff966
@_blackmzungu
@nativetexan74
@wellnessfr
@schnauzevoll61
@shalomegrace1
@hilde_knef
@mommaven
@dieflanierende

Top Tweeters in G2:
@mrstone0856
@welt
@engelgert
@connyro_bln
@peterroger17
@tini68274439
@straw_berry_ots
@olejanson
@milkrun
@firstrodewitzer

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

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

Top Tweeters in G5:
@theseventhbrat
@ipraydou
@memphistigerjeb
@lord_chewie
@jpdtiga
@inaudiblenoise
@markdavis8919
@rebecca65256003
@supergloss
@kixmarx

Top Tweeters in G6:
@mbalter
@braincures
@schneiderleonid
@hrw
@proftimnoakes
@seis_matters
@reddit
@do_kinder
@marikasboros
@truthsayerodet1

Top Tweeters in G7:
@stz_news
@wasdnedsagsd
@prosieben
@ilsepupilse
@markusdd5
@pflegekatze
@hierlustigen
@rc_kh
@mainfrezzer
@janazjoseph

Top Tweeters in G8:
@j_d_mclovin
@dhockey14
@thewoodyshow
@ryry913
@smilerunning94
@nanikitty_
@shawn24marie
@jermosojones
@gannon824
@francofellaa

Top Tweeters in G9:
@sevillanadirndl
@knutogris
@1summertime2
@deinsalzamt
@rkainers
@nicolawerdenigg
@steffenduda5
@ms_bridgetb
@luggi_k
@gwendolan1

Top Tweeters in G10:
@schokomint
@swraktuellbw
@frankielix2020
@judith__sauer
@regierungbw
@techdialectic
@drcwerner
@loy_daniel_de
@de_la_who
@eckerleisabella


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