#FlattenTheCurve, Twitter, 3/23/2022 8:13:00 AM, 273524


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#FlattenTheCurve_2022-03-23_01-04-01.xlsx
#FlattenTheCurve_2022-03-23_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3ICyZMm
@karl_lauterbach
@andrewbogut
@this0499154500
@lottaviehler
@frankfurtzack
@funfterquadrant
@freiheit20001
@spasskultur
@_s__l_
@fdpbt

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

Description:
Description
The graph represents a network of 1,125 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 Wednesday, 23 March 2022 at 08:04 UTC.

The requested start date was Wednesday, 23 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, 51-minute period from Wednesday, 09 March 2022 at 00:15 UTC to Tuesday, 22 March 2022 at 12:06 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 : 1125
Unique Edges : 727
Edges With Duplicates : 2247
Total Edges : 2974
Number of Edge Types : 5
Retweet : 612
MentionsInRetweet : 803
Mentions : 596
Tweet : 844
Replies to : 119
Self-Loops : 852
Reciprocated Vertex Pair Ratio : 0.0069101678183613
Reciprocated Edge Ratio : 0.0137254901960784
Connected Components : 326
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 846
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.783514
Graph Density : 0.000806642941874259
Modularity : 0.364519
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,125 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 Wednesday, 23 March 2022 at 08:04 UTC.

The requested start date was Wednesday, 23 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, 51-minute period from Wednesday, 09 March 2022 at 00:15 UTC to Tuesday, 22 March 2022 at 12:06 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://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[2] https://scitechdaily.com/vitamin-d-supplements-decrease-risk-of-autoimmune-diseases/
[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
[1] https://www.youtube.com/watch?v=cKJ8IWWrBRw

[1] https://twitter.com/bmg_bund/status/1237121721481781249

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
[2] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[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
[1] https://twitter.com/JakobBerg55/status/1501902665516785676
[1] https://twitter.com/janoschdahmen/status/1501860307836317705
[1] https://twitter.com/welt/status/1501774121134346240

Top URLs in Tweet in G2:
[1] https://twitter.com/karl_lauterbach/status/1501134483080237057
[1] https://twitter.com/manomama/status/1501212640999321603

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

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G6:
[1] https://twitter.com/Markus_Soeder/status/1504381580420300800
[1] https://www.stuttgarter-nachrichten.de/inhalt.coronavirus-in-deutschland-lauterbach-will-weiter-kontaktbeschraenkungen-ermoeglichen.906f9f1d-4ebe-4fdd-8740-7132bfedfce1.html

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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1402] flattenthecurve
[315] wearamask
[211] covid19
[166] togetherwecan
[148] saulsville
[127] mabopane
[116] nagalandagainstcovid
[93] leralla
[89] nagaland
[78] gas



Top Hashtags in Tweet in G1:
[265] flattenthecurve
[53] covid19
[14] staynotathome
[13] stayathome
[10] gasprices
[6] coronavirus
[5] gas
[5] covid
[3] brandstofprijzen
[3] stopthespread

Top Hashtags in Tweet in G2:
[85] flattenthecurve
[39] impfpflicht
[39] longcovid
[16] durchseuchung
[3] stayathome
[3] spritpreisbremse
[2] zerocovid
[1] freedummday
[1] systemrelevant

Top Hashtags in Tweet in G3:
[5] flattenthecurve
[1] covid19nz
[1] stayhomestaysafe
[1] allinthistogether
[1] wearamask
[1] mabopane
[1] saulsville
[1] covid19

Top Hashtags in Tweet in G4:
[67] flattenthecurve
[67] bidenflation
[67] gas

Top Hashtags in Tweet in G5:
[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 G6:
[14] flattenthecurve
[1] freedomday
[1] flattengermany
[1] esistvorbeikarl
[1] esistvorbeimelanie
[1] esistvorbeijanosch

Top Hashtags in Tweet in G7:
[17] 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:
[1402] #flattenthecurve
[925] station
[463] train
[423] next
[417] stopping
[402] departed
[354] die
[338] pretoria
[322] weeks
[315] #wearamask

Top Words in Tweet in G1:
[265] #flattenthecurve
[83] wochen
[77] wisst
[75] m_ziesmann
[75] 730
[75] tagen
[53] #covid19
[19] stay
[17] die
[16] weeks

Top Words in Tweet in G2:
[117] die
[96] lottaviehler
[85] #flattenthecurve
[61] karl_lauterbach
[61] kurve
[42] bleibt
[42] infektion
[41] fläche
[39] marga_owski
[39] halten

Top Words in Tweet in G3:
[202] weeks
[101] andrewbogut
[101] idea
[101] rising
[101] fuel
[101] gas
[101] prices
[101] hear
[101] don
[101] fill

Top Words in Tweet in G4:
[67] everyone
[67] stop
[67] driving
[67] weeks
[67] flatten
[67] curve
[67] #flattenthecurve
[67] #bidenflation
[67] #gas
[66] lloydlegalist

Top Words in Tweet in G5:
[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 G6:
[75] die
[38] frankfurtzack
[34] müssen
[33] zweck
[33] sinn
[33] gar
[33] mehr
[33] angeben
[33] regeln
[33] bleiben

Top Words in Tweet in G7:
[17] #flattenthecurve
[9] die
[5] fdp
[5] marcobuschmann
[4] c_lindner
[3] wochen
[3] gesundheitssystem
[3] karl_lauterbach
[2] piratomat
[2] nochmal

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:
[417] stopping,station
[414] next,stopping
[354] station,next
[263] #wearamask,#flattenthecurve
[173] weeks,flatten
[165] march,2022
[141] #saulsville,train
[118] #mabopane,train
[108] station,#flattenthecurve
[108] pretoria,departed

Top Word Pairs in Tweet in G1:
[77] wisst,#flattenthecurve
[75] m_ziesmann,wisst
[75] #flattenthecurve,wochen
[75] wochen,730
[75] 730,tagen
[40] #covid19,#flattenthecurve
[14] #flattenthecurve,#staynotathome
[13] cases,declined
[13] declined,stay
[13] stay,aware

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

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

Top Word Pairs in Tweet in G4:
[67] everyone,stop
[67] stop,driving
[67] driving,weeks
[67] weeks,flatten
[67] flatten,curve
[67] curve,#flattenthecurve
[67] #flattenthecurve,#bidenflation
[67] #bidenflation,#gas
[66] lloydlegalist,everyone

Top Word Pairs in Tweet in G5:
[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 G6:
[33] zweck,sinn
[33] sinn,gar
[33] gar,mehr
[33] mehr,angeben
[33] angeben,die
[33] die,regeln
[33] regeln,müssen
[33] müssen,bleiben
[33] bleiben,wen
[33] wen,die

Top Word Pairs in Tweet in G7:
[2] ilsepupilse,pflegekatze
[2] pflegekatze,karl_lauterbach
[2] karl_lauterbach,marcobuschmann
[2] marcobuschmann,fdp
[2] fdp,#flattenthecurve
[2] #flattenthecurve,geschichte
[2] geschichte,fürs
[2] fürs,gesundheitssystem

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:
@karl_lauterbach
@tfruehmark
@janoschdahmen
@piratomat
@bzberlin
@suesselimone
@frankielix2020
@erik_fluegge
@gildasahebi
@zuma_monty

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

Top Replied-To in G5:
@dgurdasani1

Top Replied-To in G6:
@sunriserma
@frankfurtzack

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

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
@lottaviehler
@healthnagaland
@karl_lauterbach
@lloydlegalist
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@mygovnagaland

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

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

Top Mentioned in G3:
@andrewbogut
@siouxsiew
@xtotl
@frankfurtzack
@konstwood
@karl_lauterbach
@velofisch
@bmg_bund
@horstboris
@polizeiberlin_e

Top Mentioned in G4:
@lloydlegalist

Top Mentioned in G5:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G6:
@frankfurtzack
@lottaviehler
@inga_roeger
@karl_lauterbach

Top Mentioned in G7:
@fdp
@c_lindner
@marcobuschmann
@shomburg
@pflegekatze
@karl_lauterbach
@_martinhagen
@christianduerr
@stz_news
@betabetula

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
@michael_kunz
@zerohedge
@mlginga
@pfanderson
@spencerkarter
@uwewolff966
@nc_24

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

Top Tweeters in G2:
@mrstone0856
@engelgert
@connyro_bln
@peterroger17
@tini68274439
@straw_berry_ots
@olejanson
@firstrodewitzer
@milkrun
@annettehofmann1

Top Tweeters in G3:
@nc_24
@funymnjamo
@thisisraysblog
@louiethered1
@lasty52
@makbulldog
@struth92701547
@yarravilleemma
@karonleahely
@velofisch

Top Tweeters in G4:
@theseventhbrat
@ipraydou
@memphistigerjeb
@lord_chewie
@jpdtiga
@inaudiblenoise
@markdavis8919
@rebecca65256003
@supergloss
@jimost

Top Tweeters in G5:
@mbalter
@braincures
@schneiderleonid
@hrw
@proftimnoakes
@seis_matters
@reddit
@do_kinder
@marikasboros
@truthsayerodet1

Top Tweeters in G6:
@schwester_gk
@karlerbach
@nightralph
@joerncarmaker
@wernert_man
@denk_net_noch
@chefofmembers
@favoritarata
@lassehallstroem
@frankfurtzack

Top Tweeters in G7:
@stz_news
@wasdnedsagsd
@ilsepupilse
@markusdd5
@pflegekatze
@hierlustigen
@rc_kh
@fdp
@marcobuschmann
@holgerkopp

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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