#FlattenTheCurve, Twitter, 3/27/2021 9:38:48 AM, 251398


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#FlattenTheCurve_2021-03-27_01-33-31.xlsx
#FlattenTheCurve_2021-03-27_01-33-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3cp6Trc
@albertoemachado
@peter_simone
@salmansabir92
@karl_lauterbach
@amref_kenya
@ringelkaro
@juniimondd
@mertinsk
@birdman00015334
@elvira_rosert

Top hashtags:
#flattenthecurve
#wearamask
#covid19
#berailsmart
#stayhome

Description:
Description
The graph represents a network of 2,169 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 Saturday, 27 March 2021 at 08:34 UTC.

The requested start date was Saturday, 27 March 2021 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, 13-hour, 11-minute period from Saturday, 13 March 2021 at 00:21 UTC to Friday, 26 March 2021 at 13:32 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 : 2169
Unique Edges : 1236
Edges With Duplicates : 3462
Total Edges : 4698
Number of Edge Types : 5
Tweet : 1376
Retweet : 1108
MentionsInRetweet : 1361
Mentions : 622
Replies to : 231
Self-Loops : 1400
Reciprocated Vertex Pair Ratio : 0.0191675794085433
Reciprocated Edge Ratio : 0.0376141859215476
Connected Components : 627
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 484
Maximum Edges in a Connected Component : 1202
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.229443
Graph Density : 0.000395756032249119
Modularity : 0.432998
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,169 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 Saturday, 27 March 2021 at 08:34 UTC.

The requested start date was Saturday, 27 March 2021 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, 13-hour, 11-minute period from Saturday, 13 March 2021 at 00:21 UTC to Friday, 26 March 2021 at 13:32 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:
[10] https://www.instagram.com/accounts/login/
[10] https://thermogate.net/
[9] https://spiegel.de/
[8] https://www.twitch.tv/nezuryu
[5] https://robert-hans.pixels.com/
[5] https://www.youtube.com/watch?v=7PUQty3jnnw&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250790
[4] https://www.radioafm.nl/
[4] https://www.rbdresearchlab.com/
[4] https://twitter.com/olafgersemann/status/1370664175303864320

Top URLs in Tweet in G1:
[9] https://www.instagram.com/accounts/login/
[5] https://robert-hans.pixels.com/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://www.youtube.com/watch?v=E2LQLsy8eTI

[2] https://www.themileageclub.com/
[2] https://www.sellmymiles.com/
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[1] https://twitter.com/olafgersemann/status/1370629536912613377
[1] https://twitter.com/BR24/status/1370628693291372547

Top URLs in Tweet in G3:
[9] https://spiegel.de/
[1] https://twitter.com/elvira_rosert/status/1373655869657919488
[1] https://twitter.com/We_vs_leukemia/status/1372928303787610113
[1] https://de.wikipedia.org/wiki/COVID-19-Pandemie_in_Japan
[1] https://twitter.com/uk_domain_names/status/1374668710485626882
[1] https://twitter.com/ahmadmansour__/status/1372211267688148994
[1] https://www.sportbuzzer.de/artikel/showdown-vor-999-fans-rb-leipzig-erwartet-gegen-bayern-fans-zuruck/
[1] https://bdzovbremen.blogspot.com/2021/03/corona-inzidenz-in-bremen-103.1-am-25.3.2021.html?spref=tw
[1] https://bdzovbremen.blogspot.com/2021/03/corona-inzidenz-in-bremen-61.5-am-13.3.2021.html?spref=tw
[1] https://bdzovbremen.blogspot.com/2021/03/spon-der-7-tage-r-wert-in-deutschland-steigt-deutlich-ueber-10-rki-dritte-welle-ist-da.html?spref=tw

Top URLs in Tweet in G4:
[1] https://twitter.com/WDRaktuell/status/1371072879815757824
[1] https://twitter.com/risklayer/status/1370450505680490500
[1] https://twitter.com/tagesspiegel/status/1370746058175823883
[1] https://www.saarbruecker-zeitung.de/nachrichten/politik/inland/corona-zahlen-steigen-intensivaerzte-fordern-rueckkehr-in-lockdown_aid-56804227?utm_source=twitter&utm_medium=referral&utm_campaign=share
[1] https://twitter.com/risklayer/status/1374105376975650824?s=20
[1] https://twitter.com/Karl_Lauterbach/status/1373983801592922120
[1] https://twitter.com/janoschdahmen/status/1374292722887102466
[1] https://twitter.com/Karl_Lauterbach/status/1374637531413811203
[1] https://twitter.com/Reuters/status/1374663641467920385
[1] https://twitter.com/peter_simone/status/1375189501069385743

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/slink?code=gyaWkcR
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00269-0

Top URLs in Tweet in G6:
[1] https://twitter.com/halfrooftop/status/1371860903503757314
[1] https://twitter.com/elonbachman/status/1250098274998063106
[1] https://www.youtube.com/watch?v=KL9qp0FNEzU&feature=youtu.be


Top URLs in Tweet in G7:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250518
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250651
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251062
[1] https://twitter.com/Amref_Kenya/status/1372422787613257728
[1] https://amref.org/coronavirus/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251212
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250694
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250962
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251145

Top URLs in Tweet in G8:
[3] https://twitter.com/olafgersemann/status/1370664175303864320

Top URLs in Tweet in G10:
[3] https://twitter.com/Coronahotspot/status/1372298966856040448
[1] https://twitter.com/HerrLuehmann/status/1373642546585423873
[1] https://twitter.com/kolseb/status/1239534508778688513
[1] https://twitter.com/kolseb/status/1238863669766823936

Top Domains
Top Domains in Tweet in Entire Graph:
[168] twitter.com
[23] coviz.org
[23] youtube.com
[22] swarmapp.com
[14] instagram.com
[14] nodexlgraphgallery.org
[11] blogspot.com
[11] spiegel.de
[10] thermogate.net
[10] scitechdaily.com

Top Domains in Tweet in G1:
[78] twitter.com
[22] swarmapp.com
[10] scitechdaily.com
[9] instagram.com
[6] youtube.com
[6] linkedin.com
[5] pixels.com
[3] sellmymiles.com
[3] mercerbradley.com
[3] trendinghomenews.com

Top Domains in Tweet in G3:
[10] blogspot.com
[9] spiegel.de
[6] twitter.com
[1] wikipedia.org
[1] sportbuzzer.de

Top Domains in Tweet in G4:
[12] twitter.com
[1] saarbruecker-zeitung.de
[1] wordpress.com
[1] faz.net

Top Domains in Tweet in G5:
[1] linkedin.com
[1] nature.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G7:
[14] nodexlgraphgallery.org
[4] twitter.com
[1] amref.org
[1] shinyapps.io

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G10:
[6] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2117] flattenthecurve
[377] wearamask
[345] covid19
[189] berailsmart
[122] stayhome
[115] leralla
[112] vereeniging
[110] coronavirus
[94] socialdistancing
[88] washyourhands



Top Hashtags in Tweet in G1:
[455] flattenthecurve
[121] covid19
[43] washyourhands
[32] stayathome
[31] coronavirus
[31] covid_19
[30] socialdistancing
[28] staysafe
[24] sarscov2
[24] physicaldistancing

Top Hashtags in Tweet in G2:
[1] getvaccinated
[1] besmart
[1] covid19vaccination
[1] flattenthecurve

Top Hashtags in Tweet in G3:
[62] flattenthecurve
[22] wirsindviele
[21] nocovid
[20] notbremsejetzt
[17] covid19de
[16] lockdown
[14] bdz
[14] bremen
[14] dbb
[12] öd

Top Hashtags in Tweet in G4:
[24] flattenthecurve
[7] sciencematters
[7] corona
[5] b1351
[4] pandeme
[4] mutationen
[3] stayathome
[3] notbremse
[2] kurveflachhalten
[2] coronavirusde

Top Hashtags in Tweet in G5:
[2] flattenthecurve
[2] rri
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G6:
[80] flattenthecurve
[1] neverforget

Top Hashtags in Tweet in G7:
[51] flattenthecurve
[46] covid19
[11] zerocovid
[8] wearamask
[6] nodexl
[6] coronavirus
[6] amrefcovid19responseke
[5] covid19africa
[5] covid19vaccines
[4] covidー19

Top Hashtags in Tweet in G8:
[42] flattenthecurve
[31] lockdown
[1] nocovid
[1] schulenundkitaszu
[1] coronahh
[1] yestonocovid
[1] wirsindviele
[1] fangteinfachan
[1] keinepräsenzpflicht

Top Hashtags in Tweet in G9:
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[31] coronarrative
[30] mindset
[25] wirvsvirus
[24] coromunity
[21] flattenthecurve
[13] affirmation
[8] affirmations
[8] motto
[6] communities
[5] narrativen

Top Words
Top Words in Tweet in Entire Graph:
[2117] #flattenthecurve
[618] station
[549] train
[450] die
[448] please
[377] #wearamask
[345] #covid19
[242] stopping
[203] next
[201] pretoria

Top Words in Tweet in G1:
[455] #flattenthecurve
[121] #covid19
[43] #washyourhands
[39] die
[38] curve
[34] home
[32] year
[32] #stayathome
[31] #coronavirus
[31] #covid_19

Top Words in Tweet in G2:
[399] please
[133] vaccination
[133] 60
[133] above
[133] started
[133] smart
[133] twisted
[133] conspiracy
[132] salmansabir92

Top Words in Tweet in G3:
[62] #flattenthecurve
[50] die
[23] elvira_rosert
[22] #wirsindviele
[21] #nocovid
[20] #notbremsejetzt
[19] vielleicht
[18] liebe
[18] frau
[18] großartig

Top Words in Tweet in G4:
[112] mann
[107] die
[82] peter_simone
[59] klar
[57] menschen
[56] oft
[56] brauchen
[56] umfragen
[56] verantwortliche
[55] pandemiepoliti

Top Words in Tweet in G5:
[6] reneebleau
[6] dbetteracademia
[6] suzanne_garrett
[6] braincures
[5] morimahmoudi
[5] marikasboros
[4] do_kinder
[4] dgurdasani1
[4] evidencebase_im
[3] truthsayerodet1

Top Words in Tweet in G6:
[80] #flattenthecurve
[78] happy
[78] anniversary
[60] 15
[60] days
[59] hospitals
[59] overwhelmed
[58] guys
[58] need
[57] kylamb8

Top Words in Tweet in G7:
[51] #flattenthecurve
[46] #covid19
[37] spread
[29] amref_kenya
[25] help
[25] die
[20] top
[20] albertoemachado
[18] gemacht
[16] virus

Top Words in Tweet in G8:
[42] #flattenthecurve
[32] 3x
[32] versuchen
[31] durftet
[31] #lockdown
[31] light
[31] dingsbums
[31] ausgiebigst
[31] brav
[30] ringelkaro

Top Words in Tweet in G9:
[40] dat
[40] weken
[39] leeft
[39] maar
[39] keer
[39] hè
[39] tijd
[39] krijg
[39] nooit
[39] meer

Top Words in Tweet in G10:
[54] coronarrative
[31] #coronarrative
[30] #mindset
[25] #wirvsvirus
[24] #coromunity
[21] #flattenthecurve
[19] die
[16] immer
[15] danke
[13] #affirmation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[268] please,please
[231] stopping,station
[196] next,stopping
[159] #flattenthecurve,#wearamask
[137] #wearamask,#flattenthecurve
[134] vaccination,60
[134] 60,above
[134] above,started
[134] started,please
[134] please,smart

Top Word Pairs in Tweet in G1:
[49] #covid19,#flattenthecurve
[19] flatten,curve
[17] #flattenthecurve,#covid_19
[17] #pandemic,#flattenthecurve
[17] #flattenthecurve,#stayathome
[15] #staysafe,#washyourhands
[15] #socialdistancing,#washyourhands
[14] help,#flattenthecurve
[14] #sarscov2,#suriname
[14] #suriname,#communityspreading

Top Word Pairs in Tweet in G2:
[266] please,please
[133] vaccination,60
[133] 60,above
[133] above,started
[133] started,please
[133] please,smart
[133] smart,twisted
[133] twisted,conspiracy
[132] salmansabir92,vaccination

Top Word Pairs in Tweet in G3:
[18] liebe,frau
[18] frau,elvira_rosert
[18] elvira_rosert,großartig
[18] großartig,dabei
[18] dabei,#wirsindviele
[18] #wirsindviele,#notbremsejetzt
[18] #notbremsejetzt,hartaberfair
[18] hartaberfair,vielleicht
[17] bildungsicherde,liebe
[14] #bdz,#bremen

Top Word Pairs in Tweet in G4:
[57] die,menschen
[56] mann,mann
[56] mann,oft
[56] oft,brauchen
[56] brauchen,umfragen
[56] umfragen,klar
[56] klar,die
[56] menschen,verantwortliche
[55] peter_simone,mann
[55] verantwortliche,pandemiepoliti

Top Word Pairs in Tweet in G5:
[5] braincures,marikasboros
[4] dgurdasani1,dbetteracademia
[4] dbetteracademia,morimahmoudi
[4] morimahmoudi,reneebleau
[4] reneebleau,suzanne_garrett
[4] suzanne_garrett,evidencebase_im
[4] evidencebase_im,braincures
[3] do_kinder,dgurdasani1
[3] marikasboros,proftim
[2] brenmccarthy13,truthsayerodet1

Top Word Pairs in Tweet in G6:
[60] 15,days
[59] happy,anniversary
[59] #flattenthecurve,hospitals
[59] hospitals,overwhelmed
[58] anniversary,15
[58] days,guys
[58] guys,need
[58] need,#flattenthecurve
[57] kylamb8,happy
[19] happy,one

Top Word Pairs in Tweet in G7:
[16] spread,virus
[15] impacts,caused
[15] caused,#covid19
[15] #covid19,evident
[15] evident,borders
[15] borders,warned
[15] warned,cautious
[15] cautious,help
[15] help,lower
[15] lower,spread

Top Word Pairs in Tweet in G8:
[31] durftet,#flattenthecurve
[31] #flattenthecurve,#lockdown
[31] #lockdown,light
[31] light,dingsbums
[31] dingsbums,3x
[31] 3x,ausgiebigst
[31] ausgiebigst,versuchen
[31] versuchen,brav
[30] ringelkaro,durftet
[30] brav,mitgemach

Top Word Pairs in Tweet in G9:
[39] leeft,maar
[39] maar,keer
[39] keer,hè
[39] hè,tijd
[39] tijd,krijg
[39] krijg,nooit
[39] nooit,meer
[39] meer,terug
[39] terug,dat
[39] dat,kostbaarste

Top Word Pairs in Tweet in G10:
[22] #coronarrative,#coromunity
[16] #coromunity,#mindset
[12] kommt,immer
[12] immer,sicht
[12] sicht,dinge
[12] dinge,#coronarrative
[12] #mindset,#affirmation
[12] #affirmation,#wirvsvirus
[11] coronarrative,kommt
[11] #wirvsvirus,#flattenthe

Top Replied-To
Top Replied-To in Entire Graph:
@brand_sa
@epsilon3141
@risklayer
@karl_lauterbach
@govevers
@cdcgov
@markus_soeder
@chaosimkittel
@drwetti
@olafgersemann

Top Replied-To in G3:
@epsilon3141
@karl_lauterbach
@markus_soeder
@chaosimkittel
@rapidtestsde
@michael_kunz
@a_rocherre
@tagesthemen
@bjornharras
@andreasprucha

Top Replied-To in G4:
@karl_lauterbach
@narkosedoc

Top Replied-To in G5:
@dgurdasani1

Top Replied-To in G7:
@lwiehler
@melonewq
@_friedrichmerz
@psholstein

Top Replied-To in G8:
@mmittermeier

Top Mentioned
Top Mentioned in Entire Graph:
@salmansabir92
@peter_simone
@kylamb8
@coronarrative
@nickymonreau
@ringelkaro
@amref_kenya
@mygovnagaland
@elvira_rosert
@raidenhayden

Top Mentioned in G1:
@wqbelle
@thebullyexposed
@mattliketurtles
@alvarezmark
@xrhythmofmylife
@thatduanepol
@rlizares
@agingwisely

Top Mentioned in G2:
@salmansabir92

Top Mentioned in G3:
@elvira_rosert
@hartaberfair
@bildungsicherde
@karl_lauterbach
@chrisaltham
@alexbeisenherz
@michael_kunz
@marypur1
@mintbubblefisch
@teamsnolly

Top Mentioned in G4:
@peter_simone
@rki_de
@narkosedoc
@larsradau
@bendlerblogger
@dakgesundheit
@bundesregierung
@faznet

Top Mentioned in G5:
@reneebleau
@dbetteracademia
@suzanne_garrett
@braincures
@morimahmoudi
@marikasboros
@do_kinder
@evidencebase_im
@truthsayerodet1
@proftimnoakes

Top Mentioned in G6:
@kylamb8
@lalasugarloaf
@zigmanfreud

Top Mentioned in G7:
@amref_kenya
@albertoemachado
@docjosiahboone
@gebirgsziege
@felicea
@ndiranguwanjuki
@amref_worldwide
@moh_kenya
@salmansabir92
@ringelkaro

Top Mentioned in G8:
@ringelkaro
@mmittermeier
@peter_simone
@kippelsnicole

Top Mentioned in G9:
@nickymonreau

Top Mentioned in G10:
@coronarrative
@ewingo13
@grewetobias
@seytanvizions
@kolseb
@noldenkatharina
@mandarine0711
@zwingy_de
@hrst
@hrstema

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@southwestair
@andreasandy3131
@viralvideovlogs
@globeandmail
@maegan_laporte
@concernedhigh
@shigerukamioka
@bernieupstateny
@welt

Top Tweeters in G1:
@sil_ver_sur_fer
@robert_we
@hade038
@micodelrosario
@suzym1980
@richkelsey
@surrey_atheist
@thatduanepol
@rlizares
@fabcojim

Top Tweeters in G2:
@umara786
@neopk3
@unitedsfreak
@fasooooooooo
@ali_mohsin5
@sraza381
@aamerinam
@mshafiqicup
@eareeb
@awaixjaved

Top Tweeters in G3:
@bernieupstateny
@michael_kunz
@derspiegel
@tagesschau
@motikat
@anonnewsde
@larswienand
@madiemousie
@guenter0853
@econotw

Top Tweeters in G4:
@cptleto
@aktiondemograph
@gerhardschwar11
@martingaedt
@pfil1312
@hanslak
@faznet
@h_odiug
@geirrchris
@bendlerblogger

Top Tweeters in G5:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G6:
@dorothymontgom4
@zigmanfreud
@perrybullock
@jhinton_
@brociousdwight
@rigmatthew
@staceintexas
@and_kell
@greatestevermd
@stephenplundy

Top Tweeters in G7:
@halleverkehrt
@felicea
@donaupiratin
@a_ka_es
@katrineberhardt
@kokwet_ke
@nike_leonhard
@who
@tessarakt
@docjosiahboone

Top Tweeters in G8:
@zwitscher_tom
@telesabbie
@angela_3110_
@la_mafaldita
@blocksb1
@shilomaedel
@gernotdreher
@greensaxo
@jb_sincera
@claudelemon

Top Tweeters in G9:
@spandproudofit
@servuspecum
@leo1965knokke
@sjaak_jacq
@rotterdam_anon
@miekehoogvliet
@nickymonreau
@mars_2807
@john_koste
@hfcbuma

Top Tweeters in G10:
@dankbotretweets
@followerpowerrt
@schomberg
@holgergelhausen
@werner_mo
@neoslove
@svensemet
@ewingo13
@kolseb
@hrst


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