#FlattenTheCurve, Twitter, 3/24/2022 11:32:09 AM, 273626


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#FlattenTheCurve_2022-03-24_03-08-30.xlsx
#FlattenTheCurve_2022-03-24_03-08-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/36l5dPk
@karl_lauterbach
@lottaviehler
@frankfurtzack
@this0499154500
@freiheit20001
@domisge
@spasskultur
@_s__l_
@gaudo28
@fdp

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

Description:
Description
The graph represents a network of 957 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 Thursday, 24 March 2022 at 10:09 UTC.

The requested start date was Thursday, 24 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, 9-hour, 52-minute period from Thursday, 10 March 2022 at 02:12 UTC to Wednesday, 23 March 2022 at 12:04 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 : 957
Unique Edges : 705
Edges With Duplicates : 1898
Total Edges : 2603
Number of Edge Types : 5
Mentions : 604
Tweet : 748
Retweet : 470
MentionsInRetweet : 671
Replies to : 110
Self-Loops : 756
Reciprocated Vertex Pair Ratio : 0.00808314087759815
Reciprocated Edge Ratio : 0.0160366552119129
Connected Components : 308
Single-Vertex Connected Components : 192
Maximum Vertices in a Connected Component : 278
Maximum Edges in a Connected Component : 674
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.57045
Graph Density : 0.000954210988838027
Modularity : 0.357805
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 957 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 Thursday, 24 March 2022 at 10:09 UTC.

The requested start date was Thursday, 24 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, 9-hour, 52-minute period from Thursday, 10 March 2022 at 02:12 UTC to Wednesday, 23 March 2022 at 12:04 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://www.youtube.com/watch?v=sk0RP9iwiFg&feature=youtu.be

[3] https://labblog.uofmhealth.org/industry-dx/history-doesnt-repeat-but-it-rhymes
[2] https://twitter.com/Celik_Chn/status/1506198598102523905
[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
[1] https://www.youtube.com/watch?v=cKJ8IWWrBRw


Top URLs in Tweet in G1:
[3] https://twitter.com/ksorbs/status/1503408918906683398
[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/JakobBerg55/status/1501902665516785676
[1] https://twitter.com/janoschdahmen/status/1501860307836317705
[1] https://twitter.com/welt/status/1501774121134346240
[1] https://twitter.com/RealRayHeijder/status/1501797234253443073
[1] https://twitter.com/ApothekerDer/status/1502167313943961601
[1] https://twitter.com/Stefan_deM/status/1502196757215813633
[1] https://twitter.com/ApothekerDer/status/1502664799536168962
[1] https://twitter.com/RND_de/status/1502970306964635652

Top URLs in Tweet in G2:
[1] https://twitter.com/zdf/status/1239155757557452800

Top URLs in Tweet in G3:
[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

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G5:
[1] https://twitter.com/argonerd/status/1503397117234143236

Top URLs in Tweet in G8:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272865

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1229] flattenthecurve
[215] wearamask
[210] covid19
[168] togetherwecan
[118] nagalandagainstcovid
[118] saulsville
[110] mabopane
[90] nagaland
[76] leralla
[61] berailsmart



Top Hashtags in Tweet in G1:
[247] flattenthecurve
[51] covid19
[14] staynotathome
[13] stayathome
[7] gasprices
[5] covid
[5] coronavirus
[3] stopthespread
[3] vaccinationmeupdaddy
[3] flatearth

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

Top Hashtags in Tweet in G3:
[15] flattenthecurve
[1] freedomday
[1] flattengermany
[1] esistvorbeikarl
[1] esistvorbeimelanie
[1] esistvorbeijanosch

Top Hashtags in Tweet in G4:
[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 G5:
[17] flattenthecurve
[2] plandemie
[1] zerocovid
[1] geimpften
[1] pandemie
[1] impfpflicht
[1] freedummday
[1] diemaskebleibtauf
[1] systemrelevant

Top Hashtags in Tweet in G6:
[21] flattenthecurve

Top Hashtags in Tweet in G7:
[13] flattenthecurve

Top Hashtags in Tweet in G8:
[5] flattenthecurve
[1] covid19nz
[1] stayhomestaysafe
[1] allinthistogether
[1] wearamask
[1] mabopane
[1] saulsville
[1] covid19

Top Hashtags in Tweet in G9:
[19] flattenthecurve

Top Hashtags in Tweet in G10:
[168] togetherwecan
[156] flattenthecurve
[118] nagalandagainstcovid
[113] covid19
[90] nagaland
[30] covid
[26] nagalandagainstcovid19

Top Words
Top Words in Tweet in Entire Graph:
[1229] #flattenthecurve
[792] station
[381] train
[352] next
[343] stopping
[331] die
[330] departed
[267] pretoria
[215] #wearamask
[210] #covid19

Top Words in Tweet in G1:
[247] #flattenthecurve
[83] wochen
[77] wisst
[75] m_ziesmann
[75] 730
[75] tagen
[51] #covid19
[17] die
[16] years
[16] stay

Top Words in Tweet in G2:
[113] die
[96] lottaviehler
[84] #flattenthecurve
[62] kurve
[60] karl_lauterbach
[43] infektion
[41] fläche
[40] bleibt
[39] marga_owski
[39] halten

Top Words in Tweet in G3:
[88] die
[48] frankfurtzack
[45] maßnahmen
[35] müssen
[34] zweck
[34] sinn
[34] gar
[34] mehr
[34] angeben
[34] regeln

Top Words in Tweet in G4:
[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 G5:
[17] #flattenthecurve
[9] die
[5] fdp
[4] marcobuschmann
[3] c_lindner
[3] wochen
[3] gesundheitssystem
[3] karl_lauterbach
[2] kommen
[2] piratomat

Top Words in Tweet in G6:
[21] public
[21] service
[21] announcement
[21] taken
[21] seriously
[21] #flattenthecurve
[20] woodyshw

Top Words in Tweet in G7:
[14] maßnahmen
[13] welle
[13] pandemie
[13] #flattenthecurve
[11] verlängern
[10] siehe
[9] die
[4] jeder
[3] anstecken
[3] verlängert

Top Words in Tweet in G8:
[18] weeks
[9] andrewbogut
[9] idea
[9] rising
[9] fuel
[9] gas
[9] prices
[9] hear
[9] don
[9] fill

Top Words in Tweet in G9:
[19] #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:
[169] 2022
[168] #togetherwecan
[167] march
[156] #flattenthecurve
[118] #nagalandagainstcovid
[117] status
[113] #covid19
[93] #nagaland
[90] bulletin
[78] healthnagaland

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[343] stopping,station
[340] next,stopping
[279] station,next
[169] march,2022
[165] #wearamask,#flattenthecurve
[125] station,#flattenthecurve
[111] #saulsville,train
[97] #mabopane,train
[91] wisst,#flattenthecurve
[90] bulletin,#nagaland

Top Word Pairs in Tweet in G1:
[77] wisst,#flattenthecurve
[75] m_ziesmann,wisst
[75] #flattenthecurve,wochen
[75] wochen,730
[75] 730,tagen
[38] #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:
[34] zweck,sinn
[34] sinn,gar
[34] gar,mehr
[34] mehr,angeben
[34] angeben,die
[34] die,regeln
[34] regeln,müssen
[34] müssen,bleiben
[34] bleiben,wen
[34] wen,die

Top Word Pairs in Tweet in G4:
[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 G5:
[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 G6:
[21] public,service
[21] service,announcement
[21] announcement,taken
[21] taken,seriously
[21] seriously,#flattenthecurve
[20] woodyshw,public

Top Word Pairs in Tweet in G7:
[12] welle,pandemie
[9] siehe,#flattenthecurve
[8] maßnahmen,verlängern
[8] verlängern,welle
[7] pandemie,siehe
[3] pandemie,#flattenthecurve
[3] jeder,anstecken
[2] die,welle
[2] pandemie,verlängern

Top Word Pairs in Tweet in G8:
[9] idea,rising
[9] rising,fuel
[9] fuel,gas
[9] gas,prices
[9] prices,hear
[9] hear,don
[9] don,fill
[9] fill,cars
[9] cars,weeks
[9] weeks,therefore

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:
[167] march,2022
[90] bulletin,#nagaland
[87] #nagaland,status
[80] #flattenthecurve,#togetherwecan
[62] healthnagaland,#covid19
[62] #togetherwecan,#flattenthecurve
[56] #togetherwecan,#nagalandagainstcovid
[53] 19,bulletin
[52] fresh,positive
[52] dipr_nagaland,airnews_kohima

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@janoschdahmen
@tfruehmark
@piratomat
@bzberlin
@suesselimone
@chanasitjonas
@coronarealism
@jeha2019
@sunris34

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

Top Replied-To in G3:
@chanasitjonas
@sunriserma
@frankfurtzack

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G5:
@piratomat
@drbrandner
@rc_kh
@markusdd5
@klattumfittum
@janoschdahmen
@marcobuschmann
@flo_klarname92
@bonlegustave
@hierlustigen

Top Replied-To in G7:
@coronarealism
@karl_lauterbach
@tfruehmark
@janoschdahmen
@goeringeckardt
@ixwogurm
@fulleren
@rahmstorf
@mrdomtoretto

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

Top Mentioned
Top Mentioned in Entire Graph:
@lottaviehler
@healthnagaland
@karl_lauterbach
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@frankfurtzack

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

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

Top Mentioned in G3:
@frankfurtzack
@chanasitjonas
@lottaviehler
@inga_roeger
@karl_lauterbach

Top Mentioned in G4:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G5:
@fdp
@c_lindner
@marcobuschmann
@shomburg
@pflegekatze
@karl_lauterbach
@realtombohn
@_martinhagen
@christianduerr
@stz_news

Top Mentioned in G6:
@woodyshw

Top Mentioned in G7:
@olafgersemann
@welt
@fdpbt
@cad59
@torstenherbst
@olafinderbeek
@donvirus4
@adora_8elle
@fdp_nrw
@joachimstamp

Top Mentioned in G8:
@andrewbogut
@siouxsiew
@xtotl
@frankfurtzack
@konstwood
@karl_lauterbach
@velofisch
@bmg_bund
@horstboris
@polizeiberlin_e

Top Mentioned in G9:
@nicolawerdenigg

Top Mentioned in G10:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Tweeters
Top Tweeters in Entire Graph:
@british_airways
@mrstone0856
@welt
@michael_kunz
@zerohedge
@pfanderson
@mlginga
@mentalhealthbo5
@spencerkarter
@uwewolff966

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:
@hackenstad
@schwester_gk
@karlerbach
@nightralph
@joerncarmaker
@wernert_man
@denk_net_noch
@chefofmembers
@favoritarata
@lassehallstroem

Top Tweeters in G4:
@mbalter
@braincures
@schneiderleonid
@hrw
@proftimnoakes
@seis_matters
@reddit
@do_kinder
@marikasboros
@truthsayerodet1

Top Tweeters in G5:
@stz_news
@wasdnedsagsd
@ilsepupilse
@markusdd5
@pflegekatze
@hierlustigen
@drbrandner
@rc_kh
@fdp
@marcobuschmann

Top Tweeters in G6:
@j_d_mclovin
@dhockey14
@thewoodyshow
@ryry913
@smilerunning94
@nanikitty_
@shawn24marie
@jermosojones
@gannon824
@francofellaa

Top Tweeters in G7:
@welt
@fulleren
@olafgersemann
@goeringeckardt
@adora_8elle
@rahmstorf
@sunris34
@fdp_nrw
@donvirus4
@joachimstamp

Top Tweeters in G8:
@louiethered1
@velofisch
@siouxsiew
@usualskeptic
@polizeiberlin_e
@dellamonica_112
@konstwood
@this0499154500
@horstboris
@garcon_rr

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

Top Tweeters in G10:
@nagalandbot
@krs5104
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@c
@ddnewskohima
@dipr_nagaland
@healthnagaland


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