#FlattenTheCurve, Twitter, 4/25/2021 11:26:54 AM, 253485


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#FlattenTheCurve_2021-04-25_01-30-41.xlsx
#FlattenTheCurve_2021-04-25_01-30-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3tUgooG
@albertoemachado
@ckemfert
@peter_simone
@nataliegrams
@yednetworkke
@killoyle
@amref_kenya
@gtlem
@andreas_spr
@tacats99

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

Description:
Description
The graph represents a network of 2,488 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 Sunday, 25 April 2021 at 08:32 UTC.

The requested start date was Sunday, 25 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 12-day, 13-hour, 19-minute period from Sunday, 11 April 2021 at 00:14 UTC to Friday, 23 April 2021 at 13:34 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 : 2488
Unique Edges : 1271
Edges With Duplicates : 4764
Total Edges : 6035
Number of Edge Types : 5
Mentions : 709
Retweet : 1596
MentionsInRetweet : 2026
Tweet : 1482
Replies to : 222
Self-Loops : 1503
Reciprocated Vertex Pair Ratio : 0.0143763213530655
Reciprocated Edge Ratio : 0.0283451438099208
Connected Components : 555
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 954
Maximum Edges in a Connected Component : 2703
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.424738
Graph Density : 0.000387707396791289
Modularity : 0.41327
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,488 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 Sunday, 25 April 2021 at 08:32 UTC.

The requested start date was Sunday, 25 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 12-day, 13-hour, 19-minute period from Sunday, 11 April 2021 at 00:14 UTC to Friday, 23 April 2021 at 13:34 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
[7] https://www.instagram.com/accounts/login/
[6] https://www.eventbrite.de/e/corontwork-treffen-2-tickets-150409080609
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[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/
[5] https://thermogate.net/
[4] https://www.radioafm.nl/
[4] https://www.twitch.tv/nezuryu
[4] https://www.appstate.edu/go/coronavirus/testing/

Top URLs in Tweet in G1:
[7] https://www.instagram.com/accounts/login/
[5] https://thermogate.net/
[2] http://www.bccancer.bc.ca/covid19
[2] https://www.egmontinstitute.be/topics/
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[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
[1] https://twitter.com/SaksithCNA/status/1381113783251165185

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252529
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253280
[2] https://twitter.com/rnseba/status/1380993951415537664
[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/CHReaDKenya/status/1384021441729818627

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[1] https://www.riffreporter.de/de/umwelt/co2-kohlendioxid-klima-klimakrise-neuer-rekord
[1] https://twitter.com/MelanieBergma18/status/1253559898648035329
[1] https://twitter.com/CKemfert/status/1381165844319850498

Top URLs in Tweet in G6:
[17] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[1] https://twitter.com/arminlaschet/status/1380252152673804293
[1] https://twitter.com/schokomint/status/1383818864501215237
[1] https://twitter.com/risklayer/status/1381223951657996293
[1] https://twitter.com/BMJV_Bund/status/1380488664606724100
[1] https://twitter.com/SAARTEXT/status/1382018000484757506

Top URLs in Tweet in G8:
[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/2021-04-22/
[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/
[1] https://twitter.com/DrUzmaSyed/status/1385223891811983367
[1] https://twitter.com/Tacats99/status/1381280730207154182
[1] https://twitter.com/ndtv/status/1384925989755527168

Top URLs in Tweet in G9:
[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/
[1] https://twitter.com/danie828/status/1381331297306615817
[1] https://www.medrxiv.org/content/10.1101/2021.01.27.21250617v2?fbclid=IwAR0VCs8JNfTArN46oBzzu4gae7HH0gPz-BVl79lKd2MMSj9qbRQoDRPSjQ8

Top URLs in Tweet in G10:
[1] http://newsonair.com/Main-News-Details.aspx?id=414100

Top Domains
Top Domains in Tweet in Entire Graph:
[191] twitter.com
[26] coviz.org
[21] swarmapp.com
[17] google.com
[17] openpetition.de
[15] nodexlgraphgallery.org
[14] instagram.com
[13] youtube.com
[10] justgiving.com
[10] scitechdaily.com

Top Domains in Tweet in G1:
[96] twitter.com
[21] swarmapp.com
[14] google.com
[13] instagram.com
[7] facebook.com
[5] thermogate.net
[4] easylivingfl.com
[4] cbbesthomes.com
[3] mercerbradley.com
[3] linktr.ee

Top Domains in Tweet in G2:
[19] twitter.com
[14] nodexlgraphgallery.org
[1] amref.org
[1] linkedin.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] nodexlgraphgallery.org
[1] riffreporter.de

Top Domains in Tweet in G6:
[17] openpetition.de
[5] twitter.com

Top Domains in Tweet in G8:
[26] coviz.org
[7] twitter.com

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

Top Domains in Tweet in G10:
[1] newsonair.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2236] flattenthecurve
[506] wearamask
[455] covid19
[202] berailsmart
[182] pienaarspoort
[165] leralla
[145] coronavirus
[143] saulsville
[142] stayhome
[123] washyourhands



Top Hashtags in Tweet in G1:
[471] flattenthecurve
[142] covid19
[61] washyourhands
[58] covid_19
[51] staysafe
[47] pandemic
[44] socialdistancing
[40] stayhome
[32] wearamask
[31] staythefhome

Top Hashtags in Tweet in G2:
[120] angamizacorona
[86] flattenthecurve
[60] covid19
[36] saarland
[32] getvaccinated
[26] covid19pandemic
[23] wearamask
[21] test
[19] staysafe
[17] katastrophe

Top Hashtags in Tweet in G3:
[17] nocovid
[8] flattenthecurve
[4] saarland
[2] klimaschutz
[2] klimakrise
[2] awis4future
[2] climatestrikeonline
[2] fighteverycrisis
[2] krisenmanagement
[1] allesdichtmachen

Top Hashtags in Tweet in G4:
[122] flattenthecurve
[115] inzidenz200
[1] stayathome

Top Hashtags in Tweet in G5:
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[42] flattenthecurve
[23] stayhome
[23] nocovid
[17] harterlockdownjetzt
[6] einkerzen
[4] schwereschuld
[4] gedenken
[4] lichtfenster
[4] nrwkanndas
[4] kmk

Top Hashtags in Tweet in G7:
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[41] covid19
[33] flattenthecurve
[32] india
[28] coronavirus
[26] stayhome
[26] dataviz
[18] socialdistance
[17] datascience
[17] coviz
[8] togetherwecan

Top Hashtags in Tweet in G9:
[8] getvaccinated
[8] flattenthecurve
[3] blogpost
[2] wearamask
[2] doyourpart
[2] moderna
[1] washyourhands
[1] twitterfriends
[1] covidvaccine
[1] atx

Top Hashtags in Tweet in G10:
[43] covid19
[28] coronavirus
[9] flattenthecurve
[4] odishacares

Top Words
Top Words in Tweet in Entire Graph:
[2235] #flattenthecurve
[1066] die
[947] station
[710] train
[506] #wearamask
[470] stopping
[455] #covid19
[437] next
[394] steigt
[372] pretoria

Top Words in Tweet in G1:
[470] #flattenthecurve
[142] #covid19
[61] #washyourhands
[58] #covid_19
[51] #staysafe
[48] die
[47] #pandemic
[44] #socialdistancing
[40] #stayhome
[33] home

Top Words in Tweet in G2:
[134] die
[131] yednetworkke
[120] #angamizacorona
[114] peter_simone
[111] amref_kenya
[108] play
[100] role
[98] correctly
[96] best
[93] masks

Top Words in Tweet in G3:
[587] die
[384] steigt
[193] co2
[193] kurve
[192] neuer
[192] rekord
[192] hochgefährliche
[192] weit
[192] zukunft
[192] weist

Top Words in Tweet in G4:
[122] #flattenthecurve
[118] man
[116] jahr
[115] #inzidenz200
[115] pandemie
[115] nennen
[115] politikversagen
[115] nataliegrams
[3] mehr
[3] die

Top Words in Tweet in G5:
[106] weitere
[105] freiluftklassen
[105] betrieb
[105] nachdem
[105] bereits
[105] jahr
[105] die
[105] freiluftklasse
[105] eröffneten
[104] andibabler

Top Words in Tweet in G6:
[42] #flattenthecurve
[23] #stayhome
[23] #nocovid
[19] tages
[19] gefragt
[19] habt
[19] damals
[19] getan
[19] bundestags
[17] #harterlockdownjetzt

Top Words in Tweet in G7:
[98] trudeau
[49] followers
[49] encounter
[49] conservatives
[49] haters
[49] responsible
[49] 3rd
[49] wave
[48] gtlem
[2] vaccines

Top Words in Tweet in G8:
[41] #covid19
[33] #flattenthecurve
[32] #india
[28] #coronavirus
[26] #stayhome
[26] #dataviz
[22] today's
[22] global
[22] extrapolation
[22] chart

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:
[44] hfwodisha
[43] #covid19
[28] #coronavirus
[27] government
[25] odisha
[21] vaccination
[21] safest
[21] way
[21] protect
[21] yourself

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[453] stopping,station
[419] next,stopping
[226] #wearamask,#flattenthecurve
[197] station,next
[196] neuer,co2
[196] co2,rekord
[196] rekord,die
[196] die,hochgefährliche
[196] hochgefährliche,kurve
[196] kurve,die

Top Word Pairs in Tweet in G1:
[44] #covid19,#flattenthecurve
[35] #washyourhands,#pandemic
[31] #pandemic,#flattenthecurve
[31] #flattenthecurve,#covid_19
[30] #sarscov2,#suriname
[30] #suriname,#communityspreading
[30] #communityspreading,#global
[30] #global,#maketheworldfreeofcovid19
[30] #maketheworldfreeofcovid19,#covidioten
[30] #covidioten,#covididiots

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

Top Word Pairs in Tweet in G3:
[192] neuer,co2
[192] co2,rekord
[192] rekord,die
[192] die,hochgefährliche
[192] hochgefährliche,kurve
[192] kurve,die
[192] die,weit
[192] weit,die
[192] die,zukunft
[192] zukunft,weist

Top Word Pairs in Tweet in G4:
[115] #flattenthecurve,#inzidenz200
[115] #inzidenz200,jahr
[115] jahr,pandemie
[115] pandemie,man
[115] man,nennen
[115] nennen,politikversagen
[114] nataliegrams,#flattenthecurve
[2] eigtl,#flattenthecurve
[2] #flattenthecurve,geworden
[2] ja,#flattenthecurve

Top Word Pairs in Tweet in G5:
[105] weitere,freiluftklassen
[105] freiluftklassen,betrieb
[105] betrieb,nachdem
[105] nachdem,bereits
[105] bereits,jahr
[105] jahr,die
[105] die,freiluftklasse
[105] freiluftklasse,eröffneten
[104] andibabler,weitere
[104] eröffneten,noc

Top Word Pairs in Tweet in G6:
[19] tages,gefragt
[19] gefragt,habt
[19] habt,damals
[19] damals,getan
[17] #stayhome,#flattenthecurve
[15] getan,bundestags
[15] bundestags,landtagsabgeordnete
[14] landtagsabgeordnete,angeschrieben
[14] #harterlockdownjetzt,#nocovid
[13] angeschrieben,petition

Top Word Pairs in Tweet in G7:
[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

Top Word Pairs in Tweet in G8:
[26] #coronavirus,#stayhome
[26] #stayhome,#dataviz
[22] today's,global
[22] global,#covid19
[22] #covid19,extrapolation
[22] extrapolation,chart
[22] chart,available
[22] available,#coronavirus
[20] ask,#india
[17] #dataviz,#flattenthecurve

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

Top Replied-To in G2:
@yednetworkke
@dneuerer
@amref_kenya

Top Replied-To in G4:
@flying__doc
@eskensaskia
@nataliegrams

Top Replied-To in G6:
@luisamneubauer
@karl_lauterbach
@dpaessler
@ard_presseclub
@bmjv_bund
@ars_nova
@neffbutz
@corneliusroemer
@regsprecher
@risklayer

Top Replied-To in G8:
@pmoindia

Top Replied-To in G9:
@nicolledwallace
@funder

Top Mentioned
Top Mentioned in Entire Graph:
@ckemfert
@peter_simone
@yednetworkke
@nataliegrams
@amref_kenya
@andibabler
@gtlem
@amref_worldwide
@moh_kenya
@hfwodisha

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

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

Top Mentioned in G3:
@ckemfert
@julia_verlinden
@peter_simone
@riffreporter
@albertoemachado
@nataliegrams
@peter_s
@parents4future

Top Mentioned in G4:
@nataliegrams
@awwwkid
@flying__doc
@llemirinyolull

Top Mentioned in G5:
@andibabler

Top Mentioned in G6:
@killoyle
@mags_nrw
@kolseb
@karl_lauterbach
@rezomusik
@ernst_klaus
@risklayer
@jensspahn
@deno29620149
@landnr

Top Mentioned in G7:
@gtlem

Top Mentioned in G8:
@coviz_org
@tacats99
@rwth
@carpus_partner
@pmoindia
@mohfw_india
@narendramodi
@formitas_de
@drharshvardhan
@srbachchan

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

Top Mentioned in G10:
@hfwodisha
@cmo_odisha

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@chrisbrey1
@wardj15
@chuddles11
@ndtv
@easyworldnews
@johangreg
@viralvideovlogs
@walmart
@elkepoley

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

Top Tweeters in G2:
@johangreg
@alfred996
@martingaedt
@ker8mel
@hanslak
@pjakobs
@gmoneyizme
@davepermen
@magic2girl
@exitoilexitoel

Top Tweeters in G3:
@halleverkehrt
@thomasknorra
@klang_ruinen
@hexaflexagon
@karlaschnik
@nothankyou_16
@pia_purzella
@geirrchris
@dare_dems
@parents4future

Top Tweeters in G4:
@danielakayb
@andreas__nagel
@catinchief
@colognerin
@dfmboy
@norberthense
@manneins
@swiftpfote
@autwachler
@boomel

Top Tweeters in G5:
@net2ayurveda
@euphoriceuler
@k3vk4
@jane_doe40806
@kiki1bail
@me_for_earth
@shirleyinaktiv
@euqinomist
@garstigesweib
@deinsalzamt

Top Tweeters in G6:
@faz_net
@focusonline
@derspiegel
@tagesschau
@sz
@berlinerzeitung
@angiestone_
@ennopark
@heischonin
@wdr2

Top Tweeters in G7:
@emgfind
@tintie4
@smittycanada1
@dianneathome
@meadllar
@gail_sloane
@bobittyboop
@feezydoesit
@gkrad9
@barblet30

Top Tweeters in G8:
@ndtv
@viralvideovlogs
@godfrey_g_
@sheela__singh
@nvsdata
@pyscalellc
@blackstembot
@srbachchan
@arpita_dg
@covid19_alerts

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

Top Tweeters in G10:
@ashishk73251354
@i_srittam
@ersaroj7
@uglyducklingavi
@ashutoshmakup
@_googleboysingh
@manojsenapati08
@senapati_nirmal
@hfwodisha
@jgdvijayalm


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