#FlattenTheCurve, Twitter, 4/1/2021 9:51:08 AM, 251727


FAQ | Problem?

#FlattenTheCurve_2021-04-01_01-25-41.xlsx
#FlattenTheCurve_2021-04-01_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3m7Ht4C
@peter_simone
@albertoemachado
@amref_kenya
@karl_lauterbach
@martina__schalu
@juniimondd
@ringelkaro
@frankfurtzack
@dafeid
@arndhenze

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

Description:
Description
The graph represents a network of 2,403 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, 01 April 2021 at 08:29 UTC.

The requested start date was Tuesday, 30 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, 23-hour, 14-minute period from Tuesday, 16 March 2021 at 00:21 UTC to Monday, 29 March 2021 at 23:36 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 : 2403
Unique Edges : 1274
Edges With Duplicates : 4222
Total Edges : 5496
Number of Edge Types : 5
Tweet : 1517
Retweet : 1424
MentionsInRetweet : 1671
Replies to : 248
Mentions : 636
Self-Loops : 1543
Reciprocated Vertex Pair Ratio : 0.0205643232902917
Reciprocated Edge Ratio : 0.0402999062792877
Connected Components : 620
Single-Vertex Connected Components : 314
Maximum Vertices in a Connected Component : 779
Maximum Edges in a Connected Component : 1969
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.282416
Graph Density : 0.000369715485396238
Modularity : 0.41196
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,403 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, 01 April 2021 at 08:29 UTC.

The requested start date was Tuesday, 30 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, 23-hour, 14-minute period from Tuesday, 16 March 2021 at 00:21 UTC to Monday, 29 March 2021 at 23:36 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:
[11] https://spiegel.de/
[10] https://thermogate.net/
[10] https://www.instagram.com/accounts/login/
[9] https://twitter.com/a_watch/status/1376057157691527168
[9] https://www.twitch.tv/nezuryu
[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://robert-hans.pixels.com/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/

Top URLs in Tweet in G1:
[1] https://twitter.com/peter_simone/status/1375189501069385743
[1] https://twitter.com/risklayer/status/1373385631041269760
[1] https://twitter.com/p_graichen/status/1375508845934485505
[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/risklayer/status/1375582273219784706
[1] https://twitter.com/szaktuell/status/1376595012461428736

Top URLs in Tweet in G2:
[9] https://www.instagram.com/accounts/login/
[4] https://robert-hans.pixels.com/
[3] https://www.themileageclub.com/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DE2LQLsy8eTI&q=EgS4SO-bGJiIloMGIhkA8aeDSyx3Jw22SMLjh1ZVo1Qj_mxgLZzwMgFy
[2] https://www.sellmymiles.com/
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] http://www.bccancer.bc.ca/covid19
[1] https://www.boeckler.de/de/auf-einen-blick-17945-Auf-einen-Blick-Studien-zu-Homeoffice-und-mobiler-Arbeit-28040.htm

Top URLs in Tweet in G3:
[11] https://spiegel.de/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251062
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398
[1] https://twitter.com/elvira_rosert/status/1373655869657919488
[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://bdzovbremen.blogspot.com/2021/03/spon-im-harten-lockdown-light-und-nach-oeffnungen-steigen-infektionszahlen-covid-19-stark-dritte-welle-juengere-notbremse.html?spref=tw

Top URLs in Tweet in G4:
[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 G5:
[1] https://twitter.com/Amref_Kenya/status/1372422787613257728
[1] https://amref.org/coronavirus/
[1] https://twitter.com/Amref_Kenya/status/1372071854203080705
[1] https://twitter.com/ItsMundulel/status/1372061879628132353
[1] https://worldhealthorg.shinyapps.io/covid/

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G8:
[9] https://twitter.com/a_watch/status/1376057157691527168
[1] https://twitter.com/ntvde/status/1376032058095460352
[1] https://twitter.com/Koeln/status/1372565493874319360
[1] https://twitter.com/ZDFheute/status/1373956802665189381
[1] https://twitter.com/MarisHubschmid/status/1374349670164660230
[1] https://twitter.com/WDRaktuell/status/1375704421892521985
[1] https://brandenburg-testet.de/bb-testet/de/

Top URLs in Tweet in G9:
[2] https://twitter.com/Karl_Lauterbach/status/1375418283814436869?s=19
[1] https://twitter.com/DorotheaHoffm15/status/1375446265278963717
[1] https://www.tagesspiegel.de/wissen/uns-stehen-sehr-schwere-wochen-bevor-rki-chef-wieler-warnt-vor-100-000-neuinfektionen-pro-tag/27044636.html
[1] https://twitter.com/Andre1234/status/1276529427682385924?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[178] twitter.com
[26] coviz.org
[19] swarmapp.com
[15] google.com
[14] nodexlgraphgallery.org
[14] instagram.com
[12] spiegel.de
[12] blogspot.com
[11] youtube.com
[10] scitechdaily.com

Top Domains in Tweet in G1:
[10] twitter.com

Top Domains in Tweet in G2:
[70] twitter.com
[19] swarmapp.com
[13] instagram.com
[10] scitechdaily.com
[6] linkedin.com
[4] google.com
[4] pixels.com
[4] mercerbradley.com
[3] bc.ca
[3] sellmymiles.com

Top Domains in Tweet in G3:
[14] nodexlgraphgallery.org
[11] spiegel.de
[11] blogspot.com
[7] twitter.com
[1] wikipedia.org
[1] zdf.de
[1] sportbuzzer.de

Top Domains in Tweet in G4:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] amref.org
[1] shinyapps.io

Top Domains in Tweet in G6:
[1] linkedin.com

Top Domains in Tweet in G8:
[14] twitter.com
[1] brandenburg-testet.de

Top Domains in Tweet in G9:
[4] twitter.com
[1] tagesspiegel.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2358] flattenthecurve
[465] wearamask
[351] covid19
[214] berailsmart
[153] leralla
[138] stayhome
[131] vereeniging
[124] pienaarspoort
[104] coronavirus
[96] besafe



Top Hashtags in Tweet in G1:
[31] flattenthecurve
[10] ard
[9] sciencematters
[3] hartaberfair
[2] coronavirusde
[2] covidー19
[1] zuhausebleiben
[1] schulenundkitaszu
[1] wirsindmehr
[1] klimakrise

Top Hashtags in Tweet in G2:
[453] flattenthecurve
[110] covid19
[35] washyourhands
[30] stayathome
[28] wearamask
[28] stayhome
[27] coronavirus
[27] socialdistancing
[24] physicaldistancing
[22] covid_19

Top Hashtags in Tweet in G3:
[101] flattenthecurve
[24] nocovid
[21] notbremsejetzt
[20] covid19de
[18] wirsindviele
[18] lockdown
[16] bdz
[16] bremen
[16] dbb
[14] öd

Top Hashtags in Tweet in G4:
[80] flattenthecurve
[1] neverforget

Top Hashtags in Tweet in G5:
[41] covid19
[18] wearamask
[17] flattenthecurve
[6] covid19africa
[6] amrefcovid19responseke
[5] covid19vaccines
[4] covidー19
[4] covid_19
[3] chws
[2] coronavirus

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:
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[28] flattenthecurve
[19] coronavirus
[15] covid19
[14] coronakrise
[13] pandemie
[7] inzidenz
[6] lockdown
[5] kassel
[2] lockerungen
[2] drittewelle

Top Hashtags in Tweet in G9:
[15] flattenthecurve
[3] meintwitterjubiläum
[2] nocovidjetzt
[2] yestonocovid
[2] zerocovid
[2] nocovid
[2] allesoeffnen
[2] mutationspuffer
[1] vollbremsungjetzt
[1] harterlockdownjetzt

Top Hashtags in Tweet in G10:
[31] flattenthecurve
[31] lockdown
[1] nocovid
[1] schulenundkitaszu
[1] coronahh

Top Words
Top Words in Tweet in Entire Graph:
[2358] #flattenthecurve
[1310] die
[795] station
[668] train
[465] #wearamask
[420] peter_simone
[351] #covid19
[317] stopping
[271] next
[241] pretoria

Top Words in Tweet in G1:
[899] die
[389] peter_simone
[198] geht
[198] kurve
[196] decke
[196] co2
[196] konzentration
[196] atmosphäre
[196] corona
[196] infektionsrate

Top Words in Tweet in G2:
[453] #flattenthecurve
[110] #covid19
[54] die
[35] #washyourhands
[35] curve
[30] home
[30] #stayathome
[28] #wearamask
[28] #stayhome
[27] year

Top Words in Tweet in G3:
[101] #flattenthecurve
[64] die
[26] elvira_rosert
[24] #nocovid
[22] top
[21] #notbremsejetzt
[20] albertoemachado
[20] karl_lauterbach
[20] #covid19de
[19] frau

Top Words in Tweet in G4:
[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 G5:
[41] #covid19
[37] spread
[31] timely
[26] amref_worldwide
[26] amref_kenya
[25] help
[19] during
[19] times
[18] repost
[18] #wearamask

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:
[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 G8:
[28] #flattenthecurve
[27] die
[19] #coronavirus
[17] sieht
[17] exponentielle
[17] kurve
[16] arndhenze
[15] #covid19
[14] #coronakrise
[13] #pandemie

Top Words in Tweet in G9:
[15] #flattenthecurve
[14] deutschland
[13] frankfurtzack
[13] experten
[13] berechneten
[13] april
[13] 2020
[13] millionen
[13] menschen
[13] beatmet

Top Words in Tweet in G10:
[32] 3x
[32] versuchen
[31] durftet
[31] #flattenthecurve
[31] #lockdown
[31] light
[31] dingsbums
[31] ausgiebigst
[31] brav
[30] ringelkaro

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[295] stopping,station
[266] next,stopping
[213] #flattenthecurve,#wearamask
[207] die,kurve
[203] geht,die
[202] die,decke
[202] die,corona
[201] kurve,geht
[201] decke,die
[201] die,co2

Top Word Pairs in Tweet in G1:
[197] die,kurve
[196] kurve,geht
[196] geht,die
[196] die,decke
[196] decke,die
[196] die,co2
[196] co2,konzentration
[196] konzentration,atmosphäre
[196] atmosphäre,die
[196] die,corona

Top Word Pairs in Tweet in G2:
[49] #covid19,#flattenthecurve
[19] #flattenthecurve,#stayathome
[17] flatten,curve
[14] #socialdistancing,#washyourhands
[14] schwarzwald,#flattenthecurve
[14] #flattenthecurve,#physicaldistancing
[14] nope,curve
[14] curve,flattened
[14] flattened,#covid19
[13] #flattenthecurve,#coronavirus

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
[16] #bdz,#bremen

Top Word Pairs in Tweet in G4:
[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 G5:
[18] repost,#wearamask
[18] #wearamask,timely
[18] timely,lessons
[18] lessons,daktari1
[18] daktari1,especially
[18] especially,during
[18] during,unprecedented
[18] unprecedented,times
[17] amref_worldwide,repost
[16] spread,virus

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:
[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 G8:
[17] sieht,exponentielle
[17] exponentielle,kurve
[17] kurve,#flattenthecurve
[16] arndhenze,sieht
[13] #covid19,#pandemie
[9] #coronavirus,#covid19
[8] update,#coronavirus
[7] hinweistweet,seit
[7] seit,märz
[7] märz,jede

Top Word Pairs in Tweet in G9:
[13] experten,berechneten
[13] berechneten,april
[13] april,2020
[13] 2020,deutschland
[13] deutschland,millionen
[13] millionen,menschen
[13] menschen,beatmet
[13] beatmet,müssen
[13] müssen,handelte
[12] frankfurtzack,experten

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@brand_sa
@govevers
@karl_lauterbach
@epsilon3141
@risklayer
@markus_soeder
@bundesstadtbonn
@corneliusroemer
@warrings
@gemmie_walet

Top Replied-To in G1:
@karl_lauterbach
@peter_simone

Top Replied-To in G3:
@karl_lauterbach
@epsilon3141
@chaosimkittel
@drwetti
@bjornharras
@andreasprucha
@xavierancelin
@ziesecke1
@joemr13
@rapidtestsde

Top Replied-To in G5:
@causalitydoc

Top Replied-To in G6:
@dgurdasani1

Top Replied-To in G9:
@zeitonline
@dollingmaron
@waldifalk
@rahaake
@ntvde
@mopo

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

Top Mentioned in G1:
@peter_simone
@hanslak
@rki_de
@bendlerblogger
@afelia
@risklayer
@terliwetter
@n_roettgen
@tomatinata

Top Mentioned in G2:
@thatduanepol
@mattliketurtles
@alvarezmark
@xrhythmofmylife
@rawvegandoctor
@rlizares
@agingwisely
@bryanahuston3
@thenmakeachange

Top Mentioned in G3:
@elvira_rosert
@peter_simone
@hartaberfair
@bildungsicherde
@karl_lauterbach
@albertoemachado
@docjosiahboone
@salmansabir92
@chrisaltham
@ringelkaro

Top Mentioned in G4:
@kylamb8
@lalasugarloaf
@zigmanfreud

Top Mentioned in G5:
@amref_worldwide
@amref_kenya
@daktari1
@ndiranguwanjuki
@who
@moh_kenya
@njapitmwaana
@whoafro
@africacdc
@youthactke

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

Top Mentioned in G7:
@nickymonreau

Top Mentioned in G8:
@arndhenze
@koelnnews
@marieschaeff
@michael_muell80
@karl_lauterbach
@boomel
@peter_simone

Top Mentioned in G9:
@frankfurtzack
@zeitonline
@clauskleber
@peperarno
@rahaake
@ntvde
@sachsenanhalt
@annewill
@sumisu20834601
@heutejournal

Top Mentioned in G10:
@ringelkaro

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@andreasandy3131
@viralvideovlogs
@_l17r_
@tzdiscovery
@globeandmail
@concernedhigh
@shigerukamioka
@bernieupstateny
@welt

Top Tweeters in G1:
@_l17r_
@schmidtlepp
@_arushinjitsu_
@btkrth
@cyrus_mcdugan
@aktiondemograph
@dubeateo
@martingaedt
@pfil1312
@hanslak

Top Tweeters in G2:
@drugsgunshentai
@bettycjung
@robert_we
@hade038
@micodelrosario
@suzym1980
@surrey_atheist
@thatduanepol
@rlizares
@fabcojim

Top Tweeters in G3:
@bernieupstateny
@michael_kunz
@halleverkehrt
@derspiegel
@tagesschau
@motikat
@felicea
@a_ka_es
@linhaar
@anonnewsde

Top Tweeters in G4:
@dorothymontgom4
@zigmanfreud
@perrybullock
@jhinton_
@brociousdwight
@rigmatthew
@and_kell
@staceintexas
@greatestevermd
@stephenplundy

Top Tweeters in G5:
@tzdiscovery
@kokwet_ke
@ruthptn
@who
@conmort
@unfpa
@abukaalfred
@daktari1
@_itaeli
@akilidada

Top Tweeters in G6:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G7:
@spandproudofit
@servuspecum
@leo1965knokke
@sjaak_jacq
@rotterdam_anon
@miekehoogvliet
@nickymonreau
@mars_2807
@john_koste
@hfcbuma

Top Tweeters in G8:
@mtaege
@heiderosie
@alexabringmann
@fasnix
@cocktailrent
@colognerin
@angiestone_
@bwassertisch
@kotzenderstern
@boomel

Top Tweeters in G9:
@ntvde
@zeitonline
@sz
@mopo
@rahaake
@peperarno
@karlerbach
@waldifalk
@pkoschel
@frankfurtzack

Top Tweeters in G10:
@angela_3110_
@la_mafaldita
@greensaxo
@jb_sincera
@rainer16156985
@rabenflug
@carloskreidel
@phrakete
@lottegottfried
@charlycgn65


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.