#FlattenTheCurve, Twitter, 3/18/2022 9:21:50 AM, 273173


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#FlattenTheCurve_2022-03-18_01-18-53.xlsx
#FlattenTheCurve_2022-03-18_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3N1ozct
@frankfurtzack
@andrewbogut
@this0499154500
@karl_lauterbach
@m_ziesmann
@lottaviehler
@velofisch
@konstwood
@funfterquadrant
@domisge

Top hashtags:
#flattenthecurve
#wearamask
#basisschutzmassnahmen
#covid19

Description:
Description
The graph represents a network of 1,396 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 Friday, 18 March 2022 at 08:19 UTC.

The requested start date was Friday, 18 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, 11-hour, 57-minute period from Friday, 04 March 2022 at 00:09 UTC to Thursday, 17 March 2022 at 12:07 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 : 1396
Unique Edges : 716
Edges With Duplicates : 3203
Total Edges : 3919
Number of Edge Types : 5
Mentions : 668
MentionsInRetweet : 1186
Retweet : 973
Tweet : 973
Replies to : 119
Self-Loops : 982
Reciprocated Vertex Pair Ratio : 0.00427046263345196
Reciprocated Edge Ratio : 0.00850460666194188
Connected Components : 258
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 722
Maximum Edges in a Connected Component : 1674
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.647978
Graph Density : 0.000724548376826776
Modularity : 0.35621
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,396 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 Friday, 18 March 2022 at 08:19 UTC.

The requested start date was Friday, 18 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, 11-hour, 57-minute period from Friday, 04 March 2022 at 00:09 UTC to Thursday, 17 March 2022 at 12:07 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:
[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/BILD/status/1497923514573205508
[1] https://twitter.com/welt/status/1501774121134346240

Top URLs in Tweet in G2:
[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/ZubyMusic/status/1499848080925024266
[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/

Top URLs in Tweet in G3:
[1] https://twitter.com/karl_lauterbach/status/1501134483080237057
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272865

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G9:
[1] https://twitter.com/argonerd/status/1503397117234143236

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1666] flattenthecurve
[479] wearamask
[215] basisschutzmassnahmen
[213] covid19
[192] saulsville
[188] mabopane
[167] togetherwecan
[132] leralla
[111] nagalandagainstcovid
[86] nagaland



Top Hashtags in Tweet in G1:
[197] basisschutzmassnahmen
[73] flattenthecurve
[3] servicetweet
[1] stayhomestaysafe
[1] wearamask
[1] esistvorbeikarl
[1] esistvorbeimelanie
[1] esistvorbeijanosch

Top Hashtags in Tweet in G2:
[216] flattenthecurve
[51] covid19
[19] gasprices
[14] staynotathome
[13] stayathome
[6] gas
[5] stopthespread
[4] covid
[4] wearamask
[4] coronavirus

Top Hashtags in Tweet in G3:
[88] flattenthecurve
[41] impfpflicht
[40] longcovid
[17] durchseuchung
[8] flattenthegrundrechte
[7] basisschutzmassnahmen
[3] stayathome
[3] spritpreisbremse
[2] zerocovid
[2] omikron

Top Hashtags in Tweet in G4:
[2] flattenthecurve
[1] stayhomestaysafe
[1] allinthistogether

Top Hashtags in Tweet in G5:
[92] flattenthecurve
[10] basisschutzmassnahmen

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

Top Hashtags in Tweet in G7:
[2] flattenthecurve

Top Hashtags in Tweet in G8:
[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 G9:
[26] flattenthecurve
[1] freedummday
[1] basisschutzmassnahmen
[1] diemaskebleibtauf
[1] systemrelevant

Top Hashtags in Tweet in G10:
[21] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1666] #flattenthecurve
[1249] station
[629] train
[572] next
[567] stopping
[538] departed
[485] pretoria
[479] #wearamask
[398] die
[361] weeks

Top Words in Tweet in G1:
[286] frankfurtzack
[197] #basisschutzmassnahmen
[197] masken
[197] kontaktbeschränkungen
[197] kapazitätsbeschränkungen
[197] 2g
[197] 2gplus
[197] erwartet
[122] die
[79] maßnahmen

Top Words in Tweet in G2:
[216] #flattenthecurve
[51] #covid19
[29] weeks
[22] two
[19] #gasprices
[19] stay
[18] die
[18] stop
[18] zwerenberg
[15] years

Top Words in Tweet in G3:
[133] die
[88] #flattenthecurve
[79] lottaviehler
[72] karl_lauterbach
[56] kurve
[46] infektion
[45] maßnahmen
[41] #impfpflicht
[40] marga_owski
[40] halten

Top Words in Tweet in G4:
[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 G5:
[92] #flattenthecurve
[85] wisst
[85] wochen
[85] 730
[85] tagen
[84] m_ziesmann
[16] frankfurtzack
[12] die
[10] #basisschutzmassnahmen
[10] masken

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:
[3] mikrowie
[3] covid
[2] rki_de
[2] beendig
[2] eindämmungsmaßn
[2] unzuverlässigen
[2] inzidenzwerten
[2] verzicht
[2] #flattenthecurve
[2] jo_kuehn

Top Words in Tweet in G8:
[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 G9:
[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 G10:
[21] public
[21] service
[21] announcement
[21] taken
[21] seriously
[21] #flattenthecurve
[20] woodyshw

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[567] stopping,station
[564] next,stopping
[503] station,next
[430] #wearamask,#flattenthecurve
[215] #basisschutzmassnahmen,masken
[215] masken,kontaktbeschränkungen
[215] kontaktbeschränkungen,kapazitätsbeschränkungen
[215] kapazitätsbeschränkungen,2g
[215] 2g,2gplus
[215] 2gplus,erwartet

Top Word Pairs in Tweet in G1:
[197] #basisschutzmassnahmen,masken
[197] masken,kontaktbeschränkungen
[197] kontaktbeschränkungen,kapazitätsbeschränkungen
[197] kapazitätsbeschränkungen,2g
[197] 2g,2gplus
[197] 2gplus,erwartet
[196] frankfurtzack,#basisschutzmassnahmen
[48] die,maßnahmen
[47] offizielle,begründung
[45] eigentlich,aktuell

Top Word Pairs in Tweet in G2:
[43] #covid19,#flattenthecurve
[14] two,weeks
[14] #flattenthecurve,#staynotathome
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome

Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[85] wisst,#flattenthecurve
[85] #flattenthecurve,wochen
[85] wochen,730
[85] 730,tagen
[84] m_ziesmann,wisst
[10] frankfurtzack,#basisschutzmassnahmen
[10] #basisschutzmassnahmen,masken
[10] masken,kontaktbeschränkungen
[10] kontaktbeschränkungen,kapazitätsbeschränkungen
[10] kapazitätsbeschränkungen,2g

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] rki_de,mikrowie
[2] mikrowie,beendig
[2] beendig,eindämmungsmaßn
[2] eindämmungsmaßn,unzuverlässigen
[2] unzuverlässigen,inzidenzwerten
[2] inzidenzwerten,verzicht
[2] jo_kuehn,weingartende
[2] weingartende,jthaele
[2] jthaele,jaquearnoux
[2] jaquearnoux,vt27kolt11

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[21] public,service
[21] service,announcement
[21] announcement,taken
[21] taken,seriously
[21] seriously,#flattenthecurve
[20] woodyshw,public

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@frankfurtzack
@tfruehmark
@ianmsc
@janoschdahmen
@m_ziesmann
@piratomat
@bmg_bund
@lottaviehler
@frankielix2020

Top Replied-To in G1:
@frankfurtzack
@whiteemptyroom
@derspiegel

Top Replied-To in G3:
@tfruehmark
@karl_lauterbach
@janoschdahmen
@olafgersemann
@bmg_bund
@lottaviehler
@hendrikwuest
@veiel
@arminph
@mb234340993

Top Replied-To in G7:
@rki_de
@jo_kuehn

Top Replied-To in G8:
@dgurdasani1

Top Replied-To in G9:
@piratomat
@karl_lauterbach
@frankielix2020
@rc_kh
@m_ziesmann
@daniel_spunkt
@tfruehmark
@judith__sauer
@nirreaneid
@de_la_who

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

Top Mentioned in G1:
@frankfurtzack
@regsprecher
@chillilili1
@bmg_bund
@polizeiberlin_e
@tom80193365

Top Mentioned in G2:
@shalomegrace1
@martydnelson
@timeoutnmb
@dacoach5
@guyciarrocchi

Top Mentioned in G3:
@lottaviehler
@karl_lauterbach
@marga_owski
@frankfurtzack
@bmg_bund
@ardmoma
@85ulm
@tim_roehn
@martina__schalu
@tfruehmark

Top Mentioned in G4:
@andrewbogut
@frankfurtzack

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

Top Mentioned in G6:
@lloydlegalist

Top Mentioned in G7:
@mikrowie
@weingartende
@jthaele
@jaquearnoux
@vt27kolt11
@joehartnow
@pdfkungfoo
@rastadler
@arnoldschiller
@sabine00807509

Top Mentioned in G8:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G9:
@fdp
@karl_lauterbach
@c_lindner
@marcobuschmann
@christianduerr
@fdpbt
@drcwerner
@pflegekatze
@stz_news
@frankfurtzack

Top Mentioned in G10:
@woodyshw

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

Top Tweeters in G1:
@derspiegel
@nis1010101
@rstrohmi
@markrudolph2701
@brennstoff
@schwester_gk
@iannetts70
@calibos1971
@karlerbach
@nightralph

Top Tweeters in G2:
@spencerkarter
@nativetexan74
@shalomegrace1
@mommaven
@msebl
@sternfbsuperfan
@habanerogal
@jpana75
@fladdle
@wnschmstr

Top Tweeters in G3:
@mrstone0856
@welt
@engelgert
@connyro_bln
@peterroger17
@klarnamemiggi
@olejanson
@firstrodewitzer
@milkrun
@bonniealba

Top Tweeters in G4:
@nc_24
@funymnjamo
@thisisraysblog
@lasty52
@makbulldog
@struth92701547
@yarravilleemma
@jadpindersingh1
@karonleahely
@jessieg05894984

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
@supergloss
@rebecca65256003
@kixmarx

Top Tweeters in G7:
@jaquearnoux
@michael_kunz
@kachelmann
@gothp1
@yonny_s
@ichbinschoener
@arnoldschiller
@miaumiau1975
@vt27kolt11
@energisch_

Top Tweeters in G8:
@mbalter
@braincures
@schneiderleonid
@hrw
@proftimnoakes
@seis_matters
@reddit
@do_kinder
@marikasboros
@truthsayerodet1

Top Tweeters in G9:
@stz_news
@wasdnedsagsd
@prosieben
@ilsepupilse
@pflegekatze
@schokomint
@hierlustigen
@rc_kh
@frankielix2020
@judith__sauer

Top Tweeters in G10:
@j_d_mclovin
@dhockey14
@thewoodyshow
@ryry913
@smilerunning94
@nanikitty_
@shawn24marie
@jermosojones
@gannon824
@francofellaa


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