#FlattenTheCurve, Twitter, 4/26/2021 9:25:02 AM, 253545


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#FlattenTheCurve_2021-04-26_02-06-33.xlsx
#FlattenTheCurve_2021-04-26_02-06-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3xj5w5P
@albertoemachado
@peter_simone
@yednetworkke
@killoyle
@andreas_spr
@gtlem
@amref_kenya
@ckemfert
@ninohaustein
@tacats99

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

Description:
Description
The graph represents a network of 2,415 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 Monday, 26 April 2021 at 09:08 UTC.

The requested start date was Monday, 26 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, 12-hour, 36-minute period from Monday, 12 April 2021 at 00:05 UTC to Sunday, 25 April 2021 at 12:41 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 : 2415
Unique Edges : 1381
Edges With Duplicates : 4509
Total Edges : 5890
Number of Edge Types : 5
Retweet : 1396
MentionsInRetweet : 1861
Replies to : 227
Mentions : 809
Tweet : 1597
Self-Loops : 1624
Reciprocated Vertex Pair Ratio : 0.0155210643015521
Reciprocated Edge Ratio : 0.0305676855895196
Connected Components : 593
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 663
Maximum Edges in a Connected Component : 2133
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.613367
Graph Density : 0.000392808685017179
Modularity : 0.410423
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,415 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 Monday, 26 April 2021 at 09:08 UTC.

The requested start date was Monday, 26 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, 12-hour, 36-minute period from Monday, 12 April 2021 at 00:05 UTC to Sunday, 25 April 2021 at 12:41 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:
[17] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[10] https://www.justgiving.com/crowdfunding/blakes-gone-bust
[9] https://www.instagram.com/accounts/login/
[6] https://www.eventbrite.de/e/corontwork-treffen-2-tickets-150409080609
[6] https://www.twitch.tv/nezuryu
[5] https://www.appstate.edu/go/coronavirus/testing/
[5] https://thermogate.net/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[4] https://www.youtube.com/watch?v=ORfD0zR034s&feature=youtu.be

[4] https://twoheartswellness.com/2021/04/10/moderna-round-two-how-it-went-and-what-ill-do-if-i-need-a-booster-shot-next-year/

Top URLs in Tweet in G1:
[9] https://www.instagram.com/accounts/login/
[5] https://thermogate.net/
[2] http://www.bccancer.bc.ca/covid19
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://www.easylivingfl.com/mental-health-covid-19/
[2] https://www.downsviewchiropractic.com/blog/returning-for-care-a-patient-guide/
[2] https://linktr.ee/sliekerfilm
[2] https://www.mercerbradley.com/accounting-finance-staffing/
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://twitter.com/goairlinesindia/status/1385863072938565632

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252529
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253466
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252965
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252696
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253025
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253109
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253339

Top URLs in Tweet in G4:
[17] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[2] https://twitter.com/AlbertoEMachado/status/1386254730805096451
[1] https://twitter.com/schokomint/status/1383818864501215237
[1] https://twitter.com/arminlaschet/status/1380252152673804293
[1] https://twitter.com/SAARTEXT/status/1382018000484757506

Top URLs in Tweet in G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[1] https://www.riffreporter.de/de/umwelt/co2-kohlendioxid-klima-klimakrise-neuer-rekord

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G8:
[1] http://newsonair.com/Main-News-Details.aspx?id=414100

Top URLs in Tweet in G9:
[4] https://twoheartswellness.com/2021/04/10/moderna-round-two-how-it-went-and-what-ill-do-if-i-need-a-booster-shot-next-year/
[1] https://www.medrxiv.org/content/10.1101/2021.01.27.21250617v2?fbclid=IwAR0VCs8JNfTArN46oBzzu4gae7HH0gPz-BVl79lKd2MMSj9qbRQoDRPSjQ8

Top URLs in Tweet in G10:
[3] https://www.coviz.org/e2b/2021-04-18/
[3] https://www.coviz.org/e2b/2021-04-17/
[2] https://www.coviz.org/e2b/2021-04-25/
[2] https://www.coviz.org/e2b/2021-04-12/
[2] https://www.coviz.org/e2b/2021-04-13/
[2] https://www.coviz.org/e2b/2021-04-14/
[2] https://www.coviz.org/e2b/2021-04-15/
[2] https://www.coviz.org/e2b/2021-04-22/
[1] https://www.coviz.org/d1/2021-04-12/th
[1] https://www.coviz.org/d1/2021-04-15/jp

Top Domains
Top Domains in Tweet in Entire Graph:
[220] twitter.com
[29] coviz.org
[25] youtube.com
[24] swarmapp.com
[17] openpetition.de
[16] nodexlgraphgallery.org
[15] instagram.com
[10] justgiving.com
[9] facebook.com
[9] scitechdaily.com

Top Domains in Tweet in G1:
[121] twitter.com
[24] swarmapp.com
[14] instagram.com
[10] youtube.com
[8] facebook.com
[7] google.com
[6] cbbesthomes.com
[5] thermogate.net
[4] easylivingfl.com
[4] mercerbradley.com

Top Domains in Tweet in G2:
[15] nodexlgraphgallery.org
[15] twitter.com
[1] amref.org

Top Domains in Tweet in G4:
[17] openpetition.de
[5] twitter.com

Top Domains in Tweet in G6:
[1] nodexlgraphgallery.org
[1] riffreporter.de

Top Domains in Tweet in G7:
[1] linkedin.com

Top Domains in Tweet in G8:
[1] newsonair.com

Top Domains in Tweet in G9:
[4] twoheartswellness.com
[1] medrxiv.org

Top Domains in Tweet in G10:
[29] coviz.org
[11] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2288] flattenthecurve
[511] wearamask
[485] covid19
[231] berailsmart
[196] pienaarspoort
[177] leralla
[157] saulsville
[154] stayhome
[150] coronavirus
[136] washyourhands



Top Hashtags in Tweet in G1:
[510] flattenthecurve
[162] covid19
[77] washyourhands
[74] staysafe
[72] covid_19
[63] pandemic
[48] staythefhome
[48] sarscov2
[47] suriname
[47] communityspreading

Top Hashtags in Tweet in G2:
[131] angamizacorona
[80] flattenthecurve
[59] covid19
[39] getvaccinated
[26] covid19pandemic
[21] staysafe
[18] katastrophe
[17] wearamask
[16] healthworkers
[7] stayhome

Top Hashtags in Tweet in G3:
[1] flattenthecurve

Top Hashtags in Tweet in G4:
[52] flattenthecurve
[28] nocovid
[27] stayhome
[18] harterlockdownjetzt
[4] schwereschuld
[4] gedenken
[4] einkerzen
[4] lichtfenster
[4] nrwkanndas
[4] kmk

Top Hashtags in Tweet in G5:
[3] flattenthecurve
[2] covid19vaccine

Top Hashtags in Tweet in G6:
[20] flattenthecurve
[16] inzidenz200
[1] nodexl
[1] klimaschutz
[1] klimawandel
[1] klimakrise
[1] stayathome

Top Hashtags in Tweet in G7:
[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 G8:
[53] covid19
[38] coronavirus
[10] flattenthecurve
[5] odishacares

Top Hashtags in Tweet in G9:
[6] getvaccinated
[6] flattenthecurve
[3] blogpost
[2] moderna
[1] wearamask
[1] washyourhands
[1] covidvaccine
[1] atx
[1] mondaymotivation
[1] covidvaccination

Top Hashtags in Tweet in G10:
[47] covid19
[39] flattenthecurve
[31] coronavirus
[29] stayhome
[29] dataviz
[23] india
[20] socialdistance
[19] datascience
[19] coviz
[10] togetherwecan

Top Words
Top Words in Tweet in Entire Graph:
[2287] #flattenthecurve
[1040] station
[771] train
[561] die
[511] #wearamask
[502] stopping
[485] #covid19
[467] next
[400] pretoria
[336] departed

Top Words in Tweet in G1:
[509] #flattenthecurve
[162] #covid19
[77] #washyourhands
[74] #staysafe
[72] #covid_19
[63] #pandemic
[48] #staythefhome
[48] #sarscov2
[47] #suriname
[47] #communityspreading

Top Words in Tweet in G2:
[142] yednetworkke
[131] #angamizacorona
[121] amref_kenya
[117] play
[103] role
[101] correctly
[99] die
[99] best
[96] masks
[94] crucial

Top Words in Tweet in G3:
[122] weitere
[121] freiluftklassen
[121] betrieb
[121] nachdem
[121] bereits
[121] jahr
[121] die
[121] freiluftklasse
[121] eröffneten
[120] andibabler

Top Words in Tweet in G4:
[52] #flattenthecurve
[28] #nocovid
[27] #stayhome
[21] damals
[19] tages
[19] gefragt
[19] habt
[19] getan
[19] bundestags
[18] #harterlockdownjetzt

Top Words in Tweet in G5:
[98] trudeau
[49] followers
[49] encounter
[49] conservatives
[49] haters
[49] responsible
[49] 3rd
[49] wave
[48] gtlem
[21] tested

Top Words in Tweet in G6:
[98] die
[64] steigt
[32] neuer
[32] co2
[32] rekord
[32] hochgefährliche
[32] kurve
[32] weit
[32] zukunft
[32] weist

Top Words in Tweet in G7:
[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 G8:
[53] hfwodisha
[53] #covid19
[38] #coronavirus
[29] cases
[27] government
[25] odisha
[21] vaccination
[21] safest
[21] way
[21] protect

Top Words in Tweet in G9:
[43] funder
[43] course
[43] fully
[43] vaccinated
[43] continue
[43] mask
[43] earth
[43] gain
[43] control
[43] over

Top Words in Tweet in G10:
[47] #covid19
[39] #flattenthecurve
[31] #coronavirus
[29] #stayhome
[29] #dataviz
[24] today's
[24] global
[24] extrapolation
[24] chart
[24] available

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[485] stopping,station
[449] next,stopping
[242] #wearamask,#flattenthecurve
[225] station,next
[193] #pienaarspoort,train
[192] #flattenthecurve,#wearamask
[173] train,pretoria
[172] #leralla,train
[167] #berailsmart,#flattenthecurve
[157] #saulsville,train

Top Word Pairs in Tweet in G1:
[50] #washyourhands,#pandemic
[48] #pandemic,#flattenthecurve
[48] #flattenthecurve,#covid_19
[47] #sarscov2,#suriname
[47] #suriname,#communityspreading
[47] #communityspreading,#global
[47] #global,#maketheworldfreeofcovid19
[47] #maketheworldfreeofcovid19,#covidioten
[47] #covidioten,#covididiots
[47] #covididiots,#staythefuckhome

Top Word Pairs in Tweet in G2:
[94] masks,play
[94] play,crucial
[94] crucial,role
[94] role,#angamizacorona
[94] #angamizacorona,used
[94] used,correctly
[94] correctly,learn
[94] learn,best
[94] best,practices
[93] yednetworkke,masks

Top Word Pairs in Tweet in G3:
[121] weitere,freiluftklassen
[121] freiluftklassen,betrieb
[121] betrieb,nachdem
[121] nachdem,bereits
[121] bereits,jahr
[121] jahr,die
[121] die,freiluftklasse
[121] freiluftklasse,eröffneten
[120] andibabler,weitere
[120] eröffneten,noc

Top Word Pairs in Tweet in G4:
[19] tages,gefragt
[19] gefragt,habt
[19] habt,damals
[19] damals,getan
[18] #stayhome,#flattenthecurve
[15] getan,bundestags
[15] bundestags,landtagsabgeordnete
[14] landtagsabgeordnete,angeschrieben
[14] #harterlockdownjetzt,#nocovid
[13] angeschrieben,petition

Top Word Pairs in Tweet in G5:
[49] followers,encounter
[49] encounter,conservatives
[49] conservatives,trudeau
[49] trudeau,haters
[49] haters,trudeau
[49] trudeau,responsible
[49] responsible,3rd
[49] 3rd,wave
[48] gtlem,followers
[10] don,covid

Top Word Pairs in Tweet in G6:
[32] neuer,co2
[32] co2,rekord
[32] rekord,die
[32] die,hochgefährliche
[32] hochgefährliche,kurve
[32] kurve,die
[32] die,weit
[32] weit,die
[32] die,zukunft
[32] zukunft,weist

Top Word Pairs in Tweet in G7:
[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 G8:
[25] odisha,government
[21] #covid19,vaccination
[21] vaccination,safest
[21] safest,way
[21] way,protect
[21] protect,yourself
[21] yourself,#coronavirus
[21] #coronavirus,both
[21] both,doses
[21] doses,soon

Top Word Pairs in Tweet in G9:
[43] funder,course
[43] course,fully
[43] fully,vaccinated
[43] vaccinated,continue
[43] continue,mask
[43] mask,earth
[43] earth,gain
[43] gain,control
[43] control,over
[42] 2heartswellness,funder

Top Word Pairs in Tweet in G10:
[29] #coronavirus,#stayhome
[29] #stayhome,#dataviz
[24] today's,global
[24] global,#covid19
[24] #covid19,extrapolation
[24] extrapolation,chart
[24] chart,available
[24] available,#coronavirus
[19] #dataviz,#flattenthecurve
[19] #flattenthecurve,#datascience

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@luisamneubauer
@fordnation
@ard_presseclub
@docjosiahboone
@welt
@bmjv_bund
@afdverdachtfall
@dpaessler
@karl_lauterbach

Top Replied-To in G2:
@yednetworkke
@amref_kenya

Top Replied-To in G4:
@luisamneubauer
@karl_lauterbach
@dpaessler
@ard_presseclub
@neffbutz
@corneliusroemer
@regsprecher
@risklayer
@timpete6
@elvira_rosert

Top Replied-To in G6:
@flying__doc
@eskensaskia

Top Replied-To in G7:
@dgurdasani1

Top Replied-To in G9:
@nicolledwallace
@funder

Top Replied-To in G10:
@pmoindia

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@amref_kenya
@andibabler
@peter_simone
@gtlem
@hfwodisha
@moh_kenya
@amref_worldwide
@patriciakombo
@2heartswellness

Top Mentioned in G1:
@easylivingfl
@ishanga21359350
@marissa_fh_ugm
@live_the_light
@uzora5
@architectsstyle
@flooringdirectx
@gerritrentier

Top Mentioned in G2:
@yednetworkke
@amref_kenya
@peter_simone
@moh_kenya
@amref_worldwide
@whokenya
@unicefkenya
@drmercyhealth
@moh_dhp
@susan_mochache

Top Mentioned in G3:
@andibabler

Top Mentioned in G4:
@killoyle
@mags_nrw
@karl_lauterbach
@rezomusik
@ernst_klaus
@wolfgangsonfm
@deno29620149
@landnr
@jensspahn
@corneliusroemer

Top Mentioned in G5:
@gtlem
@seanfrasermp
@lisabarrettid
@fsorbara

Top Mentioned in G6:
@ckemfert
@nataliegrams
@albertoemachado
@peter_s
@riffreporter
@flying__doc

Top Mentioned in G7:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G8:
@hfwodisha
@cmo_odisha

Top Mentioned in G9:
@2heartswellness
@funder
@irwinredlenermd

Top Mentioned in G10:
@coviz_org
@pmoindia
@mohfw_india
@rwth
@carpus_partner
@narendramodi
@formitas_de
@tacats99
@ndtv
@srbachchan

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@chrisbrey1
@chuddles11
@ndtv
@easyworldnews
@johangreg
@viralvideovlogs
@walmart
@elkepoley
@lndontretweets

Top Tweeters in G1:
@tijdvooreten
@haquemarissa
@znanjiani
@katrineberhardt
@kworantine
@dawntj90
@rocknproll
@gerritrentier
@cuda1791
@fabcojim

Top Tweeters in G2:
@martingaedt
@ker8mel
@hanslak
@pjakobs
@gmoneyizme
@davepermen
@magic2girl
@caevye
@larrykipz
@pflab

Top Tweeters in G3:
@net2ayurveda
@euphoriceuler
@k3vk4
@anchvie
@jane_doe40806
@kiki1bail
@me_for_earth
@pbern12
@shirleyinaktiv
@euqinomist

Top Tweeters in G4:
@faz_net
@focusonline
@derspiegel
@tagesschau
@sz
@berlinerzeitung
@angiestone_
@ennopark
@heischonin
@wdr2

Top Tweeters in G5:
@johangreg
@emgfind
@tintie4
@smittycanada1
@dianneathome
@meadllar
@gail_sloane
@calmecam
@bobittyboop
@feezydoesit

Top Tweeters in G6:
@danielakayb
@norberthense
@nureineglocke
@bjoernmahe
@nickbloodh
@blackspear
@eskensaskia
@aimeevaleur
@nataliegrams
@locationsite

Top Tweeters in G7:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@jeremyfarrar

Top Tweeters in G8:
@bikrams1996
@ashishk73251354
@i_srittam
@ersaroj7
@uglyducklingavi
@ashutoshmakup
@iamitkumarpanda
@_googleboysingh
@manojsenapati08
@senapati_nirmal

Top Tweeters in G9:
@genghisgalahad2
@npazderski
@cynicalvision50
@tomcox60
@funder
@catsformede
@tatsujinuk
@pattymarvel
@jenniferstull
@leebarnhart3

Top Tweeters in G10:
@ndtv
@viralvideovlogs
@godfrey_g_
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