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#FlattenTheCurve_2021-04-05_02-06-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 05, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3dy8Ws9
@peter_simone
@albertoemachado
@amref_worldwide
@juniimondd
@bitterlemmer
@patriciakombo
@elvira_rosert
@madiemousie
@sumisu20834601
@who

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

Description:
Description
The graph represents a network of 2,332 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, 05 April 2021 at 09:09 UTC.

The requested start date was Monday, 05 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, 45-minute period from Monday, 22 March 2021 at 00:48 UTC to Sunday, 04 April 2021 at 13:33 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 : 2332
Unique Edges : 1540
Edges With Duplicates : 3918
Total Edges : 5458
Number of Edge Types : 5
MentionsInRetweet : 1869
Replies to : 227
Retweet : 1354
Mentions : 713
Tweet : 1295
Self-Loops : 1318
Reciprocated Vertex Pair Ratio : 0.0164075993091537
Reciprocated Edge Ratio : 0.032285471537808
Connected Components : 586
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 811
Maximum Edges in a Connected Component : 2051
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.976076
Graph Density : 0.000433047602858924
Modularity : 0.449908
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,332 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, 05 April 2021 at 09:09 UTC.

The requested start date was Monday, 05 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, 45-minute period from Monday, 22 March 2021 at 00:48 UTC to Sunday, 04 April 2021 at 13:33 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:
[13] https://www.instagram.com/accounts/login/
[9] https://twitter.com/a_watch/status/1376057157691527168
[9] https://thermogate.net/
[7] https://www.twitch.tv/nezuryu
[6] https://www.deutschland.de/en/news/coronavirus-in-germany-informations?utm_source=TWITTER&utm_medium=en_germany&utm_content=100001954458053%2B&utm_campaign=%5BNews%5D
[6] https://spiegel.de/
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[5] https://www.howsmyflattening.ca/
[4] https://aen-website.azurewebsites.net/en/eidm-during-covid-19
[4] https://www.coviz.org/e2b/2021-04-02/

Top URLs in Tweet in G1:
[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
[1] https://twitter.com/risklayer/status/1376956456763854853
[1] https://twitter.com/MKreutzfeldt/status/1377266446301081606
[1] https://twitter.com/peter_simone/status/1375189501069385743

Top URLs in Tweet in G2:
[10] https://www.instagram.com/accounts/login/
[4] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://robert-hans.pixels.com/
[3] https://ocs.sesb.com.my/
[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] https://www.themileageclub.com/
[1] https://www.sellmymiles.com/buymiles/
[1] https://twitter.com/msdh/status/1373998858552946689
[1] https://twitter.com/MNUpNorthLakeG1/status/1374004116586909699

Top URLs in Tweet in G3:
[5] https://www.kcore-analytics.com/search/?keyword=#FlattenTheCurve
[2] https://healthcollab.org/thank-you-greater-cincinnati/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251062
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[1] https://m.westfalen-blatt.de/OWL/Kreis-Lippe/Lage/4391626-Grossteil-der-1100-unter-Quarantaene-gesetzten-Mitglieder-getestet-300-Corona-Infizierte-nach-Ausbruch-in-Baptistengemeinde
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251889
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250962
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251145
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251212
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398

Top URLs in Tweet in G4:
[1] https://twitter.com/Karl_Lauterbach/status/1375418283814436869
[1] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[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
[1] https://twitter.com/janina9279/status/1378034555878309889
[1] https://www.youtube.com/watch?v=laSjbDaq0lU&feature=youtu.be

[1] https://twitter.com/MyHamster_1/status/1375726368374337541
[1] https://www.youtube.com/watch?v=3z0gnXgK8Do&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G6:
[1] https://www.ctvnews.ca/health/coronavirus/coronavirus-pandemic-how-experts-say-canada-can-escape-the-third-wave-1.5372514
[1] https://nationalpost.com/news/canada/a-very-clear-shift-younger-people-getting-sicker-faster-with-covid-doctors-say

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251398

Top Domains
Top Domains in Tweet in Entire Graph:
[180] twitter.com
[36] coviz.org
[22] youtube.com
[20] swarmapp.com
[19] instagram.com
[14] nodexlgraphgallery.org
[10] linkedin.com
[10] scitechdaily.com
[9] thermogate.net
[8] spiegel.de

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

Top Domains in Tweet in G2:
[68] twitter.com
[20] swarmapp.com
[16] instagram.com
[8] youtube.com
[5] linkedin.com
[4] mercerbradley.com
[3] pixels.com
[3] com.my
[3] themileageclub.com
[3] trendinghomenews.com

Top Domains in Tweet in G3:
[13] nodexlgraphgallery.org
[10] twitter.com
[5] kcore-analytics.com
[3] healthcollab.org
[1] westfalen-blatt.de
[1] amref.org

Top Domains in Tweet in G4:
[7] twitter.com
[2] youtube.com
[1] openpetition.de
[1] wikipedia.org

Top Domains in Tweet in G5:
[1] linkedin.com

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

Top Domains in Tweet in G7:
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2065] flattenthecurve
[411] wearamask
[383] covid19
[151] stayhome
[146] berailsmart
[132] coronavirus
[108] leralla
[101] washyourhands
[99] vereeniging
[92] pienaarspoort



Top Hashtags in Tweet in G1:
[36] flattenthecurve
[13] ard
[11] sciencematters
[4] covid19
[3] hartaberfair
[2] wirsindmehr
[2] yestonocovid
[1] nichtselbstverständlich
[1] klimakrise
[1] zerocovid

Top Hashtags in Tweet in G2:
[434] flattenthecurve
[99] covid19
[40] stayhome
[39] washyourhands
[38] wearamask
[33] socialdistancing
[29] stayathome
[17] lockdown
[17] pandemic
[14] physicaldistancing

Top Hashtags in Tweet in G3:
[75] flattenthecurve
[54] covid19
[32] schoolstrike
[32] beyondrecovery
[32] wearamask
[21] coronavirus
[20] pandemie
[18] coronakrise
[11] inzidenz
[10] criticalmass

Top Hashtags in Tweet in G4:
[59] flattenthecurve
[15] nocovid
[9] crushthecurve
[6] stayhome
[6] pandemie
[5] lanz
[4] harterlockdownjetzt
[3] durchseuchung
[3] zerocovid
[2] nocovidjetzt

Top Hashtags in Tweet in G5:
[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 G6:
[40] flattenthecurve
[33] safeschoolsnow
[1] savelives

Top Hashtags in Tweet in G7:
[5] flattenthecurve
[1] kidsfirst
[1] lanz

Top Hashtags in Tweet in G8:
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[32] flattenthecurve
[13] merkel
[13] söder
[1] corona

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[2065] #flattenthecurve
[1281] die
[583] station
[484] train
[460] peter_simone
[411] #wearamask
[383] #covid19
[245] stopping
[232] kurve
[221] corona

Top Words in Tweet in G1:
[918] die
[430] peter_simone
[200] geht
[200] kurve
[200] corona
[199] decke
[199] co2
[199] konzentration
[199] atmosphäre
[199] infektionsrate

Top Words in Tweet in G2:
[434] #flattenthecurve
[99] #covid19
[62] die
[40] #stayhome
[39] #washyourhands
[38] #wearamask
[33] #socialdistancing
[31] home
[29] #stayathome
[25] curve

Top Words in Tweet in G3:
[75] #flattenthecurve
[54] #covid19
[42] week
[35] patriciakombo
[34] country
[32] #schoolstrike
[32] 85
[32] plastic
[32] pollution
[32] becoming

Top Words in Tweet in G4:
[59] #flattenthecurve
[40] die
[15] #nocovid
[11] rafaelosswald
[10] man
[10] chrisaltham
[9] strategie
[9] #crushthecurve
[8] weil
[7] elvira_rosert

Top Words in Tweet in G5:
[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 G6:
[40] #flattenthecurve
[37] fordnation
[34] sflecce
[33] advice
[33] #safeschoolsnow
[32] york4_public_ed
[5] open
[4] down
[4] going
[4] weeks

Top Words in Tweet in G7:
[10] die
[5] teamsnolly
[5] michael_kunz
[5] alexbeisenherz
[5] marypur1
[5] mintbubblefisch
[5] nurprivathier1
[5] annette_bulut
[5] miob1781
[5] larswienand

Top Words in Tweet in G8:
[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 G9:
[32] #flattenthecurve
[18] zwei
[18] wochen
[17] rosenbusch_
[14] die
[13] galt
[13] gilt
[13] bedeutet
[13] zugleich
[13] stretching

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:
[220] stopping,station
[215] die,kurve
[208] next,stopping
[205] die,corona
[202] geht,die
[201] kurve,geht
[201] die,decke
[201] decke,die
[201] die,co2
[201] co2,konzentration

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

Top Word Pairs in Tweet in G2:
[49] #covid19,#flattenthecurve
[24] #socialdistancing,#washyourhands
[22] #wearamask,#socialdistancing
[18] #flattenthecurve,#stayathome
[17] #flattenthecurve,#stayhome
[14] #flattenthecurve,#physicaldistancing
[13] #stayhome,#flattenthecurve
[12] #washyourhands,#pandemic
[12] #pandemic,#quarantinelife
[12] #quarantinelife,#flattenthecurve

Top Word Pairs in Tweet in G3:
[32] #schoolstrike,week
[32] week,85
[32] 85,plastic
[32] plastic,pollution
[32] pollution,becoming
[32] becoming,big
[32] big,menace
[32] menace,country
[32] country,going
[32] going,#beyondrecovery

Top Word Pairs in Tweet in G4:
[7] #flattenthecurve,die
[6] erinnerung,#crushthecurve
[6] #crushthecurve,statt
[6] statt,#flattenthecurve
[6] ausser,#flattenthecurve
[6] die,politik
[6] politik,genau
[6] genau,nichts
[6] nichts,bewältigung
[6] bewältigung,#pandemie

Top Word Pairs in Tweet in G5:
[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 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:
[5] michael_kunz,alexbeisenherz
[5] alexbeisenherz,marypur1
[5] marypur1,mintbubblefisch
[5] nurprivathier1,annette_bulut
[5] annette_bulut,miob1781
[5] miob1781,larswienand
[4] mintbubblefisch,teamsnolly
[4] teamsnolly,nurprivathier1
[3] juniimondd,michael_kunz
[2] larswienand,drzoehyde

Top Word Pairs in Tweet in G8:
[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 G9:
[18] zwei,wochen
[18] wochen,#flattenthecurve
[17] rosenbusch_,zwei
[13] galt,gilt
[13] gilt,#flattenthecurve
[13] #flattenthecurve,bedeutet
[13] bedeutet,zugleich
[13] zugleich,stretching
[13] stretching,curve
[13] curve,genau

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
@epsilon3141
@risklayer
@karl_lauterbach
@govevers
@akkiman
@bachmannrudi
@cdcgov
@tofuwa_bohu
@volksverpetzer

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

Top Replied-To in G3:
@volksverpetzer
@karl_lauterbach
@huhuzgz
@xavierancelin
@yednetworkke
@pelagicbird

Top Replied-To in G4:
@epsilon3141
@bundesstadtbonn
@chaosimkittel
@aktuelle_stunde
@elvira_rosert
@martin_rost
@dr_emergencydoc
@bjornharras
@andreasprucha
@frankfurtzack

Top Replied-To in G5:
@dgurdasani1

Top Replied-To in G6:
@fordnation
@davidpylyp
@jamesjjryan

Top Replied-To in G7:
@rapidtestsde
@michael_kunz
@marcintosch

Top Replied-To in G9:
@ckoellmannzh

Top Mentioned
Top Mentioned in Entire Graph:
@peter_simone
@nickymonreau
@fordnation
@patriciakombo
@sflecce
@hfwodisha
@york4_public_ed
@mygovnagaland
@amref_kenya
@peter_vd_voort

Top Mentioned in G1:
@peter_simone
@c_drosten
@hanslak
@rki_de
@benjalvarez1
@einaugenschmaus
@afelia
@risklayer
@terliwetter
@n_roettgen

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

Top Mentioned in G3:
@patriciakombo
@amref_kenya
@amref_worldwide
@albertoemachado
@daktari1
@peter_simone
@karl_lauterbach
@ringelkaro
@ynohabialuz
@salmansabir92

Top Mentioned in G4:
@rafaelosswald
@chrisaltham
@tagesschau
@killoyle
@elvira_rosert
@m_f_schneider
@matthias_renger
@nachtkritik
@peter_simone
@fnlspcmooncake

Top Mentioned in G5:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

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

Top Mentioned in G7:
@teamsnolly
@alexbeisenherz
@marypur1
@mintbubblefisch
@nurprivathier1
@annette_bulut
@miob1781
@larswienand
@michael_kunz
@peter_simone

Top Mentioned in G8:
@nickymonreau

Top Mentioned in G9:
@rosenbusch_
@bitterlemmer
@johannahh2

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
@c3kenneth
@jaquearnoux
@bbcnews
@foxnews
@littlewisehen

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

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

Top Tweeters in G3:
@tzdiscovery
@s_msonia
@felicea
@noahsarkcrew
@colognerin
@21wire
@huhuzgz
@johnriche
@boomel
@ruthptn

Top Tweeters in G4:
@birgitlissowsky
@tagesschau
@heischonin
@aktuelle_stunde
@docjosiahboone
@madiemousie
@energisch_
@ard_bab
@andreasprucha
@fraukoralle

Top Tweeters in G5:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

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

Top Tweeters in G7:
@michael_kunz
@bild
@derspiegel
@motikat
@anonnewsde
@larswienand
@cducsubt
@juniimondd
@konprog
@ascotblack

Top Tweeters in G8:
@spandproudofit
@servuspecum
@leo1965knokke
@sjaak_jacq
@rotterdam_anon
@miekehoogvliet
@nickymonreau
@mars_2807
@john_koste
@hfcbuma

Top Tweeters in G9:
@kunkelmuhme
@jekra70
@klickhouse
@mac_villain
@roninrebell
@einandererblog
@gaytip
@wilhelmackerma2
@isikat2
@ckoellmannzh

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


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