#FlattenTheCurve, Twitter, 4/30/2021 4:37:50 AM, 253805


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#FlattenTheCurve_2021-04-29_01-04-01.xlsx
#FlattenTheCurve_2021-04-29_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 30, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3eLxnD2
@albertoemachado
@peter_simone
@yednetworkke
@amref_kenya
@killoyle
@tacats99
@patriciakombo
@karl_lauterbach
@amref_worldwide
@andreas_spr

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#berailsmart

Description:
Description
The graph represents a network of 2,479 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, 29 April 2021 at 08:06 UTC.

The requested start date was Wednesday, 28 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, 23-hour, 40-minute period from Wednesday, 14 April 2021 at 00:04 UTC to Tuesday, 27 April 2021 at 23:44 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 : 2479
Unique Edges : 1396
Edges With Duplicates : 4587
Total Edges : 5983
Number of Edge Types : 5
Retweet : 1485
MentionsInRetweet : 1959
Tweet : 1502
Mentions : 816
Replies to : 221
Self-Loops : 1530
Reciprocated Vertex Pair Ratio : 0.0133967156439067
Reciprocated Edge Ratio : 0.0264392324093817
Connected Components : 628
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 597
Maximum Edges in a Connected Component : 2122
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.508611
Graph Density : 0.000381737669873263
Modularity : 0.418377
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,479 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, 29 April 2021 at 08:06 UTC.

The requested start date was Wednesday, 28 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, 23-hour, 40-minute period from Wednesday, 14 April 2021 at 00:04 UTC to Tuesday, 27 April 2021 at 23:44 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.instagram.com/accounts/login/
[10] https://www.justgiving.com/crowdfunding/blakes-gone-bust
[6] https://www.eventbrite.de/e/corontwork-treffen-2-tickets-150409080609
[6] https://www.twitch.tv/nezuryu
[5] https://twoheartswellness.com/2021/04/10/moderna-round-two-how-it-went-and-what-ill-do-if-i-need-a-booster-shot-next-year/
[4] https://twitter.com/Amref_Kenya/status/1385484977052192770
[4] https://www.youtube.com/watch?v=ORfD0zR034s&feature=youtu.be

[4] https://www.radioafm.nl/
[4] https://www.appstate.edu/go/coronavirus/testing/

Top URLs in Tweet in G1:
[10] https://www.instagram.com/accounts/login/
[3] https://thermogate.net/
[2] https://www.easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://www.downsviewchiropractic.com/blog/returning-for-care-a-patient-guide/
[2] https://twitter.com/goairlinesindia/status/1385863072938565632
[2] https://www.mercerbradley.com/accounting-finance-staffing/
[2] https://www.peter-writeforme.com/
[2] https://twitter.com/Radio_Azureus/status/1386944049169453056
[1] https://twitter.com/countyofsb/status/1382199423447531525
[1] https://twitter.com/ankitakar91/status/1382232487787524098

Top URLs in Tweet in G2:
[3] https://twitter.com/Amref_Kenya/status/1385484977052192770
[2] https://twitter.com/Amref_Kenya/status/1385484977052192770?s=19
[1] https://twitter.com/YEDNetworkKe/status/1384374091520614405
[1] https://twitter.com/Amref_Worldwide/status/1384131383270862851
[1] https://newsroom.amref.org/news/2021/04/kenya-motorists-flouting-night-curfew-in-nairobi-forced-to-stay-on-the-road-until-midnight/
[1] https://twitter.com/Amref_Worldwide/status/1382559309175914500
[1] https://twitter.com/YEDNetworkKe/status/1385471262974169090
[1] https://twitter.com/WHOAFRO/status/1386680934653648896
[1] https://twitter.com/CHReaDKenya/status/1384021441729818627
[1] https://twitter.com/Amref_Kenya/status/1384753249035640834

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

Top URLs in Tweet in G5:
[1] https://twitter.com/saartext/status/1380913485073252354
[1] https://twitter.com/wdraktuell/status/1382042878399090690
[1] https://twitter.com/risklayer/status/1382804387710525445
[1] https://twitter.com/mkreutzfeldt/status/1387101889775472643
[1] https://twitter.com/tagesthemen/status/1384964539129769984

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253466
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[1] https://twitter.com/AlbertoEMachado/status/1386254730805096451
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253485
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253545
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253630
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252965
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253025

Top URLs in Tweet in G7:
[1] https://twitter.com/fijivillage/status/1386852597802299396
[1] https://twitter.com/fijiangovt/status/1385467353161371649

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

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G10:
[3] https://www.coviz.org/e2b/2021-04-17/
[3] https://www.coviz.org/e2b/2021-04-18/
[2] https://www.coviz.org/e2b/2021-04-15/
[2] https://www.coviz.org/e2b/2021-04-27/
[2] https://www.coviz.org/e2b/2021-04-14/
[2] https://www.coviz.org/e2b/2021-04-22/
[2] https://www.coviz.org/e2b/2021-04-25/
[1] https://twitter.com/ndtv/status/1387074697762770944
[1] https://twitter.com/ndtvfeed/status/1385993950394208264
[1] https://twitter.com/ndtv/status/1386287685233307655

Top Domains
Top Domains in Tweet in Entire Graph:
[256] twitter.com
[27] coviz.org
[26] youtube.com
[23] swarmapp.com
[17] openpetition.de
[16] nodexlgraphgallery.org
[15] instagram.com
[10] scitechdaily.com
[10] justgiving.com
[9] blogspot.com

Top Domains in Tweet in G1:
[150] twitter.com
[23] swarmapp.com
[14] instagram.com
[6] facebook.com
[6] cbbesthomes.com
[4] mercerbradley.com
[3] thermogate.net
[3] youtube.com
[2] linkedin.com
[2] easylivingfl.com

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

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

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[15] nodexlgraphgallery.org
[3] twitter.com
[1] riffreporter.de

Top Domains in Tweet in G7:
[2] twitter.com

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

Top Domains in Tweet in G9:
[1] linkedin.com

Top Domains in Tweet in G10:
[27] coviz.org
[16] twitter.com
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2259] flattenthecurve
[544] covid19
[359] wearamask
[265] berailsmart
[166] angamizacorona
[162] stayhome
[161] staysafe
[157] pienaarspoort
[157] coronavirus
[155] washyourhands



Top Hashtags in Tweet in G1:
[526] flattenthecurve
[180] covid19
[96] washyourhands
[96] staysafe
[91] pandemic
[81] covid_19
[73] sarscov2
[72] staythefhome
[72] covididiots
[71] suriname

Top Hashtags in Tweet in G2:
[165] angamizacorona
[65] covid19
[61] getvaccinated
[60] flattenthecurve
[29] staysafe
[26] covid19pandemic
[16] healthworkers
[8] covid19africa
[7] wearamask
[7] covid19vaccines

Top Hashtags in Tweet in G3:
[1] flattenthecurve

Top Hashtags in Tweet in G4:
[51] flattenthecurve
[24] stayhome
[21] nocovid
[20] maskeauf
[17] harterlockdownjetzt
[2] stopthecurve
[1] zerocovid
[1] bundesnotbremse

Top Hashtags in Tweet in G5:
[18] katastrophe
[16] flattenthecurve
[5] stayhome
[3] sciencematters
[3] nocovid
[3] afdverfassungsfeindlich
[2] saarland
[2] afdverdachtsfall
[2] afdbeobachtungjetzt
[2] afdistnichtnormal

Top Hashtags in Tweet in G6:
[58] flattenthecurve
[12] covid19
[11] wearamask
[10] inzidenz200
[6] nocovid
[6] stayhome
[6] leralla
[5] nodexl
[5] pienaarspoort
[4] maskeauf

Top Hashtags in Tweet in G7:
[60] flattenthecurve
[22] teamfiji
[1] covid19
[1] staysafe
[1] wearamask

Top Hashtags in Tweet in G8:
[66] covid19
[47] coronavirus
[7] flattenthecurve
[5] odishacares
[1] indiafightscorona

Top Hashtags in Tweet in G9:
[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 G10:
[45] flattenthecurve
[44] covid19
[28] coronavirus
[27] stayhome
[27] dataviz
[19] socialdistance
[18] datascience
[18] coviz
[12] india
[11] wearamask

Top Words
Top Words in Tweet in Entire Graph:
[2258] #flattenthecurve
[880] station
[624] train
[544] #covid19
[488] die
[420] stopping
[377] next
[359] #wearamask
[313] pretoria
[265] #berailsmart

Top Words in Tweet in G1:
[525] #flattenthecurve
[180] #covid19
[96] #washyourhands
[96] #staysafe
[91] #pandemic
[81] #covid_19
[73] #sarscov2
[72] #staythefhome
[72] #covididiots
[71] #suriname

Top Words in Tweet in G2:
[165] #angamizacorona
[142] yednetworkke
[127] amref_kenya
[122] play
[107] #
[106] role
[104] correctly
[102] best
[99] masks
[97] crucial

Top Words in Tweet in G3:
[127] weitere
[126] freiluftklassen
[126] betrieb
[126] nachdem
[126] bereits
[126] jahr
[126] die
[126] freiluftklasse
[126] eröffneten
[125] andibabler

Top Words in Tweet in G4:
[51] #flattenthecurve
[24] #stayhome
[21] #nocovid
[21] damals
[20] letztes
[20] chefarzt
[20] gesagt
[20] schützt
[20] lebt
[20] länger

Top Words in Tweet in G5:
[104] die
[68] peter_simone
[23] kurve
[23] geht
[23] decke
[23] co2
[23] konzentration
[23] atmosphäre
[23] corona
[23] infektionsrate

Top Words in Tweet in G6:
[58] #flattenthecurve
[28] die
[26] top
[21] tested
[19] albertoemachado
[17] ckemfert
[14] influencers
[14] nataliegrams
[14] steigt
[12] #covid19

Top Words in Tweet in G7:
[60] #flattenthecurve
[50] wear
[45] pseudofijian
[36] dr
[36] fong
[35] health
[34] totally
[34] agree
[34] care
[34] workers

Top Words in Tweet in G8:
[66] #covid19
[58] hfwodisha
[47] #coronavirus
[42] cases
[23] keep
[23] practicing
[23] appropriate
[23] behaviors
[23] surge
[23] curbed

Top Words in Tweet in G9:
[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 G10:
[45] #flattenthecurve
[44] #covid19
[28] #coronavirus
[27] #stayhome
[27] #dataviz
[23] today's
[23] global
[23] extrapolation
[23] chart
[23] available

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[403] stopping,station
[364] next,stopping
[201] station,next
[192] #berailsmart,#flattenthecurve
[160] #wearamask,#flattenthecurve
[151] #pienaarspoort,train
[142] train,pretoria
[139] #leralla,train
[131] #saulsville,train
[127] jahr,die

Top Word Pairs in Tweet in G1:
[73] #pandemic,#flattenthecurve
[73] #washyourhands,#pandemic
[72] #flattenthecurve,#covid_19
[71] #sarscov2,#suriname
[71] #suriname,#communityspreading
[71] #communityspreading,#global
[71] #global,#maketheworldfreeofcovid19
[71] #maketheworldfreeofcovid19,#covidioten
[71] #covidioten,#covididiots
[71] #covididiots,#staythefuckhome

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

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

Top Word Pairs in Tweet in G4:
[20] letztes,chefarzt
[20] chefarzt,gesagt
[20] gesagt,schützt
[20] schützt,lebt
[20] lebt,länger
[20] länger,#maskeauf
[20] #maskeauf,#flattenthecurve
[19] mmittermeier,letztes
[19] tages,gefragt
[19] gefragt,habt

Top Word Pairs in Tweet in G5:
[23] die,kurve
[23] kurve,geht
[23] geht,die
[23] die,decke
[23] decke,die
[23] die,co2
[23] co2,konzentration
[23] konzentration,atmosphäre
[23] atmosphäre,die
[23] die,corona

Top Word Pairs in Tweet in G6:
[14] top,influencers
[14] influencers,#flattenthecurve
[11] top,hashtags
[11] hashtags,#flattenthecurve
[10] #flattenthecurve,nodexl
[10] nataliegrams,albertoemachado
[10] #flattenthecurve,#inzidenz200
[10] don,covid
[10] covid,symptoms
[10] symptoms,tested

Top Word Pairs in Tweet in G7:
[36] dr,fong
[34] totally,agree
[34] agree,dr
[34] fong,#flattenthecurve
[34] #flattenthecurve,health
[34] health,care
[34] care,workers
[34] workers,drop
[33] pseudofijian,totally
[33] drop,everyt

Top Word Pairs in Tweet in G8:
[23] keep,practicing
[23] practicing,#covid19
[23] #covid19,appropriate
[23] appropriate,behaviors
[23] behaviors,surge
[23] surge,#coronavirus
[23] #coronavirus,cases
[23] cases,curbed
[21] odisha,government
[21] #covid19,vaccination

Top Word Pairs in Tweet in G9:
[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 G10:
[27] #coronavirus,#stayhome
[27] #stayhome,#dataviz
[23] today's,global
[23] global,#covid19
[23] #covid19,extrapolation
[23] extrapolation,chart
[23] chart,available
[23] available,#coronavirus
[18] #dataviz,#flattenthecurve
[18] #flattenthecurve,#datascience

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@amref_kenya
@fordnation
@sylviobohr
@daedalic
@oregonian
@ard_presseclub
@docjosiahboone
@welt
@bmjv_bund

Top Replied-To in G2:
@yednetworkke
@amref_kenya

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

Top Replied-To in G5:
@afdverdachtfall
@susannejohna
@renatawithhat
@dannipilger
@havari16

Top Replied-To in G6:
@a_rosenfelder
@drumheadberlin
@marta70928744
@arminlaschet
@ars_nova
@alexander_jorde
@wdr2

Top Replied-To in G9:
@dgurdasani1

Top Replied-To in G10:
@bsybjp

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@amref_kenya
@andibabler
@peter_simone
@moh_kenya
@amref_worldwide
@hfwodisha
@pseudofijian
@patriciakombo
@gretathunberg

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

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

Top Mentioned in G3:
@andibabler

Top Mentioned in G4:
@mmittermeier
@killoyle
@rezomusik
@ernst_klaus
@karl_lauterbach
@m_f_schneider
@matthias_renger
@nachtkritik
@corneliusroemer
@risklayer

Top Mentioned in G5:
@peter_simone
@dannipilger
@fraustahlhut
@cducsubt
@spdbt
@gruenebundestag
@terliwetter
@lufabom
@afdverdachtfall
@heartfistwink

Top Mentioned in G6:
@ckemfert
@albertoemachado
@nataliegrams
@peter_simone
@amref_kenya
@gtlem
@seanfrasermp
@salmansabir92
@killoyle
@yednetworkke

Top Mentioned in G7:
@pseudofijian
@roshikadeo
@miafilohivalu
@otb_fiji

Top Mentioned in G8:
@hfwodisha
@mifcbhubaneswar
@cmo_odisha

Top Mentioned in G9:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G10:
@coviz_org
@pmoindia
@ndtv
@narendramodi
@mohfw_india
@cmokerala
@tacats99
@who
@icmrdelhi
@keralagovernor

Top Tweeters
Top Tweeters in Entire Graph:
@chrisbrey1
@chuddles11
@ndtv
@johangreg
@viralvideovlogs
@walmart
@lndontretweets
@elkepoley
@ksp_libs
@frazzling

Top Tweeters in G1:
@tijdvooreten
@znanjiani
@jseattle
@katrineberhardt
@kworantine
@dawntj90
@rocknproll
@thatduanepol
@gerritrentier
@cuda1791

Top Tweeters in G2:
@gmoneyizme
@magic2girl
@larrykipz
@kasiitamark
@kokwet_ke
@faryus88
@bennetowuonda
@tneymashaah
@richu_jay
@wayneodera

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
@zwitscher_tom
@berlinerzeitung
@srevilo
@angiestone_
@ennopark

Top Tweeters in G5:
@michael_kunz
@martingaedt
@ker8mel
@hanslak
@pjakobs
@davepermen
@caevye
@pflab
@mymission2030
@pauleheyman

Top Tweeters in G6:
@johangreg
@bild
@calmecam
@lacgfy
@nstdenis
@drumheadberlin
@wdr2
@nureineglocke
@libjoanna
@bilalaf40461127

Top Tweeters in G7:
@pettypete2
@pepecorrs
@lagiseru
@lizanotsokoshy
@marylocks92
@fkrfn7
@jaciatel
@msfridaynites
@pseudofijian
@diva4equality

Top Tweeters in G8:
@bikrams1996
@shashankbohidar
@ashishk73251354
@ersaroj7
@i_srittam
@ashutoshmakup
@iamitkumarpanda
@swadesh93
@_googleboysingh
@manojsenapati08

Top Tweeters in G9:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@jeremyfarrar

Top Tweeters in G10:
@ndtv
@viralvideovlogs
@cnn
@bbcworld
@godfrey_g_
@npr
@nvsdata
@pyscalellc
@blackstembot
@srbachchan


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