#FlattenTheCurve, Twitter, 4/3/2021 6:53:31 PM, 251889


FAQ | Problem?

#FlattenTheCurve_2021-04-03_01-18-53.xlsx
#FlattenTheCurve_2021-04-03_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3uiz0yj
@peter_simone
@albertoemachado
@karl_lauterbach
@juniimondd
@amref_worldwide
@martina__schalu
@ringelkaro
@amref_kenya
@bitterlemmer
@elvira_rosert

Top hashtags:
#flattenthecurve
#wearamask
#covid19
#berailsmart

Description:
Description
The graph represents a network of 2,401 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, 03 April 2021 at 08:22 UTC.

The requested start date was Friday, 02 April 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, 22-hour, 48-minute period from Friday, 19 March 2021 at 00:56 UTC to Thursday, 01 April 2021 at 23:45 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 : 2401
Unique Edges : 1585
Edges With Duplicates : 4090
Total Edges : 5675
Number of Edge Types : 5
Tweet : 1383
Replies to : 245
Mentions : 706
Retweet : 1408
MentionsInRetweet : 1933
Self-Loops : 1411
Reciprocated Vertex Pair Ratio : 0.0159730979403111
Reciprocated Edge Ratio : 0.0314439387670666
Connected Components : 601
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 873
Maximum Edges in a Connected Component : 2199
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.230902
Graph Density : 0.000419443287519089
Modularity : 0.44362
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,401 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, 03 April 2021 at 08:22 UTC.

The requested start date was Friday, 02 April 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, 22-hour, 48-minute period from Friday, 19 March 2021 at 00:56 UTC to Thursday, 01 April 2021 at 23:45 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/
[9] https://twitter.com/a_watch/status/1376057157691527168
[9] https://thermogate.net/
[8] https://www.twitch.tv/nezuryu
[8] https://spiegel.de/
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[4] https://www.coviz.org/e2b/2021-03-31/
[4] https://www.radioafm.nl/
[4] https://robert-hans.pixels.com/
[4] https://www.howsmyflattening.ca/

Top URLs in Tweet in G1:
[1] https://twitter.com/risklayer/status/1373385631041269760
[1] https://twitter.com/p_graichen/status/1375508845934485505
[1] https://twitter.com/peter_simone/status/1375189501069385743
[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/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://ocs.sesb.com.my/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DE2LQLsy8eTI&q=EgS4SO-bGIvLoIMGIhkA8aeDS-OKSJJX1iqQeNADT97lRP_ebbuLMgFy
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[1] https://twitter.com/olafgersemann/status/1372783643152707584
[1] https://twitter.com/Independent_ie/status/1372793925803470855

Top URLs in Tweet in G3:
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398
[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=250790
[2] https://healthcollab.org/thank-you-greater-cincinnati/
[1] https://twitter.com/RafaelOsswald/status/1375501696428806144
[1] https://twitter.com/4linblue1/status/1376885817407381515
[1] https://de.wikipedia.org/wiki/COVID-19-Pandemie_in_Japan
[1] https://twitter.com/uk_domain_names/status/1374668710485626882

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G5:
[1] https://www.instagram.com/accounts/login/
[1] https://open.spotify.com/album/6R4VJUnDqytl85M1bqMGlg?si=o-g5y3yYRZaWEfkev0kuSg
[1] https://open.spotify.com/album/6R4VJUnDqytl85M1bqMGlg?si=IRVmE3JETnCpSrryGBU_IQ
[1] https://amref.org/coronavirus/

Top URLs in Tweet in G6:
[1] https://nationalpost.com/news/canada/a-very-clear-shift-younger-people-getting-sicker-faster-with-covid-doctors-say

Top URLs in Tweet in G8:
[9] https://twitter.com/a_watch/status/1376057157691527168
[1] https://twitter.com/WDRaktuell/status/1375704421892521985
[1] https://twitter.com/ZDFheute/status/1373956802665189381
[1] https://twitter.com/MarisHubschmid/status/1374349670164660230
[1] https://twitter.com/ntvde/status/1376032058095460352
[1] https://twitter.com/KSTA/status/1376752549336920064
[1] https://twitter.com/KSTA/status/1377138103043858433
[1] https://brandenburg-testet.de/bb-testet/de/

Top Domains
Top Domains in Tweet in Entire Graph:
[171] twitter.com
[33] coviz.org
[20] swarmapp.com
[16] google.com
[15] instagram.com
[14] nodexlgraphgallery.org
[10] scitechdaily.com
[10] blogspot.com
[10] linkedin.com
[9] spiegel.de

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

Top Domains in Tweet in G2:
[78] twitter.com
[20] swarmapp.com
[14] instagram.com
[6] linkedin.com
[4] youtube.com
[4] mercerbradley.com
[4] pixels.com
[4] onlinehomeestimate.com
[3] google.com
[3] themileageclub.com

Top Domains in Tweet in G3:
[14] nodexlgraphgallery.org
[7] twitter.com
[5] kcore-analytics.com
[3] healthcollab.org
[1] wikipedia.org
[1] westfalen-blatt.de
[1] youtube.com
[1] openpetition.de

Top Domains in Tweet in G4:
[1] linkedin.com

Top Domains in Tweet in G5:
[2] spotify.com
[1] instagram.com
[1] amref.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2183] flattenthecurve
[430] wearamask
[359] covid19
[173] berailsmart
[151] stayhome
[128] leralla
[121] coronavirus
[109] vereeniging
[103] pienaarspoort
[95] washyourhands



Top Hashtags in Tweet in G1:
[38] flattenthecurve
[13] ard
[10] sciencematters
[3] hartaberfair
[3] yestonocovid
[2] coronavirusde
[2] covidー19
[1] zuhausebleiben
[1] schulenundkitaszu
[1] wirsindmehr

Top Hashtags in Tweet in G2:
[461] flattenthecurve
[122] covid19
[41] washyourhands
[35] stayhome
[30] stayathome
[29] wearamask
[28] socialdistancing
[24] staysafe
[17] covid_19
[16] pandemic

Top Hashtags in Tweet in G3:
[115] flattenthecurve
[30] schoolstrike
[30] beyondrecovery
[21] covid19
[18] wirsindviele
[18] notbremsejetzt
[15] nocovid
[14] wearamask
[10] criticalmass
[10] bielefeld

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] wearamask
[12] flattenthecurve
[8] covid19
[4] covid19africa
[3] unity
[3] covid19vaccines
[2] maskupamerica
[2] singersongwriter
[2] chws
[1] science

Top Hashtags in Tweet in G6:
[38] flattenthecurve
[33] safeschoolsnow
[1] savelives

Top Hashtags in Tweet in G7:
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[29] flattenthecurve
[18] coronavirus
[16] covid19
[15] coronakrise
[14] pandemie
[9] inzidenz
[5] kassel
[5] lockdown
[2] drittewelle
[2] köln

Top Hashtags in Tweet in G9:
[32] flattenthecurve
[31] lockdown
[1] nocovid
[1] schulenundkitaszu
[1] coronahh
[1] zuhausebleiben
[1] maskeauf

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[2183] #flattenthecurve
[1316] die
[664] station
[548] train
[468] peter_simone
[430] #wearamask
[359] #covid19
[270] stopping
[230] next
[226] kurve

Top Words in Tweet in G1:
[914] die
[431] peter_simone
[199] geht
[199] kurve
[198] corona
[197] decke
[197] co2
[197] konzentration
[197] atmosphäre
[197] infektionsrate

Top Words in Tweet in G2:
[461] #flattenthecurve
[122] #covid19
[56] die
[41] #washyourhands
[35] #stayhome
[33] curve
[31] home
[30] #stayathome
[29] #wearamask
[28] #socialdistancing

Top Words in Tweet in G3:
[115] #flattenthecurve
[49] die
[38] week
[32] means
[32] patriciakombo
[32] country
[30] #schoolstrike
[30] 85
[30] plastic
[30] pollution

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:
[18] amref_worldwide
[18] timely
[17] #wearamask
[17] during
[16] repost
[16] lessons
[16] daktari1
[16] especially
[16] unprecedented
[16] times

Top Words in Tweet in G6:
[38] #flattenthecurve
[36] fordnation
[34] sflecce
[33] advice
[33] #safeschoolsnow
[32] york4_public_ed
[4] going
[4] weeks
[3] down
[3] last

Top Words in Tweet in G7:
[39] dat
[39] weken
[38] leeft
[38] maar
[38] keer
[38] hè
[38] tijd
[38] krijg
[38] nooit
[38] meer

Top Words in Tweet in G8:
[29] #flattenthecurve
[27] die
[18] #coronavirus
[17] sieht
[17] exponentielle
[17] kurve
[16] arndhenze
[16] #covid19
[15] #coronakrise
[14] #pandemie

Top Words in Tweet in G9:
[32] #flattenthecurve
[32] 3x
[32] versuchen
[31] durftet
[31] #lockdown
[31] light
[31] dingsbums
[31] ausgiebigst
[31] brav
[30] ringelkaro

Top Words in Tweet in G10:
[25] kijk
[25] mee
[25] peter_vd_voort
[25] armandgirbes
[25] wybrenvanhaga
[25] keesvdstaaij
[25] geertwilderspvv
[25] robjetten
[25] marijnissenl
[24] mariannezw

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[244] stopping,station
[222] next,stopping
[207] die,kurve
[203] geht,die
[202] die,decke
[202] die,corona
[201] kurve,geht
[201] decke,die
[201] die,co2
[201] co2,konzentration

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

Top Word Pairs in Tweet in G2:
[54] #covid19,#flattenthecurve
[19] #flattenthecurve,#stayathome
[16] flatten,curve
[16] #stayhome,#flattenthecurve
[14] #socialdistancing,#washyourhands
[14] schwarzwald,#flattenthecurve
[14] #flattenthecurve,#physicaldistancing
[13] #wearamask,#socialdistancing
[13] zwerenberg,schwarzwald
[13] #physicaldistancing,zwerenberg

Top Word Pairs in Tweet in G3:
[30] #schoolstrike,week
[30] week,85
[30] 85,plastic
[30] plastic,pollution
[30] pollution,becoming
[30] becoming,big
[30] big,menace
[30] menace,country
[30] country,going
[30] going,#beyondrecovery

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:
[16] repost,#wearamask
[16] #wearamask,timely
[16] timely,lessons
[16] lessons,daktari1
[16] daktari1,especially
[16] especially,during
[16] during,unprecedented
[16] unprecedented,times
[15] amref_worldwide,repost
[4] information,#covid19

Top Word Pairs in Tweet in G6:
[33] advice,fordnation
[33] fordnation,sflecce
[33] sflecce,#flattenthecurve
[33] #flattenthecurve,#safeschoolsnow
[32] york4_public_ed,advice
[2] davidpylyp,thetorontosun
[2] thetorontosun,fordnation
[2] fordnation,going
[2] going,continue
[2] continue,once

Top Word Pairs in Tweet in G7:
[38] leeft,maar
[38] maar,keer
[38] keer,hè
[38] hè,tijd
[38] tijd,krijg
[38] krijg,nooit
[38] nooit,meer
[38] meer,terug
[38] terug,dat
[38] dat,kostbaarste

Top Word Pairs in Tweet in G8:
[17] sieht,exponentielle
[17] exponentielle,kurve
[17] kurve,#flattenthecurve
[16] arndhenze,sieht
[14] #covid19,#pandemie
[9] #coronavirus,#covid19
[7] update,#coronavirus
[7] hinweistweet,seit
[7] seit,märz
[7] märz,jede

Top Word Pairs in Tweet in G9:
[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 G10:
[25] kijk,mee
[25] mee,peter_vd_voort
[25] peter_vd_voort,armandgirbes
[25] armandgirbes,wybrenvanhaga
[25] wybrenvanhaga,keesvdstaaij
[25] keesvdstaaij,geertwilderspvv
[25] geertwilderspvv,robjetten
[25] robjetten,marijnissenl
[24] mariannezw,kijk
[24] marijnissenl,gin

Top Replied-To
Top Replied-To in Entire Graph:
@brand_sa
@govevers
@karl_lauterbach
@epsilon3141
@risklayer
@cdcgov
@tofuwa_bohu
@volksverpetzer
@daedalic
@rtenews

Top Replied-To in G1:
@karl_lauterbach
@ulfposh
@janoschdahmen
@peter_simone

Top Replied-To in G3:
@epsilon3141
@karl_lauterbach
@chaosimkittel
@volksverpetzer
@bundesstadtbonn
@dr_emergencydoc
@bjornharras
@andreasprucha
@huhuzgz
@xavierancelin

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G5:
@cdcgov
@kamalaharris
@causalitydoc
@jmj1096
@clubproguy

Top Replied-To in G6:
@davidpylyp
@jamesjjryan

Top Replied-To in G9:
@stadtdortmund

Top Mentioned
Top Mentioned in Entire Graph:
@peter_simone
@ringelkaro
@nickymonreau
@coronarrative
@fordnation
@sflecce
@patriciakombo
@york4_public_ed
@mygovnagaland
@elvira_rosert

Top Mentioned in G1:
@peter_simone
@c_drosten
@hanslak
@rki_de
@bendlerblogger
@afelia
@risklayer
@terliwetter
@n_roettgen
@garafat87

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

Top Mentioned in G3:
@patriciakombo
@elvira_rosert
@albertoemachado
@peter_simone
@hartaberfair
@bildungsicherde
@amref_kenya
@karl_lauterbach
@salmansabir92
@ringelkaro

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

Top Mentioned in G5:
@amref_worldwide
@daktari1
@who
@whoafro
@africacdc
@cdcgov
@nih
@awakenwithjp
@rubinreport
@joebiden

Top Mentioned in G6:
@fordnation
@sflecce
@york4_public_ed
@thetorontosun
@kj_ashby
@davidpylyp
@roman_baber

Top Mentioned in G7:
@nickymonreau

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

Top Mentioned in G9:
@ringelkaro
@jokkemokke
@stadtdortmund

Top Mentioned in G10:
@peter_vd_voort
@armandgirbes
@wybrenvanhaga
@keesvdstaaij
@geertwilderspvv
@robjetten
@marijnissenl
@mariannezw
@nickymonreau

Top Tweeters
Top Tweeters in Entire Graph:
@viralvideovlogs
@_l17r_
@marizsmn
@tzdiscovery
@globeandmail
@concernedhigh
@shigerukamioka
@bernieupstateny
@jaquearnoux
@bbcnews

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

Top Tweeters in G2:
@drugsgunshentai
@bettycjung
@robert_we
@destigrace1
@hade038
@suzym1980
@slowslowfood
@surrey_atheist
@thatduanepol
@queenmandjago

Top Tweeters in G3:
@bernieupstateny
@michael_kunz
@birgitlissowsky
@s_msonia
@tagesschau
@motikat
@felicea
@noahsarkcrew
@a_ka_es
@21wire

Top Tweeters in G4:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G5:
@tzdiscovery
@rubinreport
@ruthptn
@who
@conmort
@cdcgov
@unfpa
@abukaalfred
@daktari1
@_itaeli

Top Tweeters in G6:
@thetorontosun
@normsworld
@davidpylyp
@jamesjjryan
@kj_ashby
@chrissyyelliot
@everydayisbest
@kezia_0123
@vicevans4148
@burkelush

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_
@kotzenderstern
@bwassertisch
@boomel

Top Tweeters in G9:
@angela_3110_
@la_mafaldita
@greensaxo
@stadtdortmund
@jb_sincera
@rainer16156985
@rabenflug
@carloskreidel
@phrakete
@lottegottfried

Top Tweeters in G10:
@mariannezw
@edvdijk
@ldv2222
@robjetten
@geertwilderspvv
@marijnissenl
@cryptoanalist2
@liesbethfortuna
@eagle77110
@lokkie


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.