#FlattenTheCurve, Twitter, 1/31/2021 12:38:40 PM, 246917


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#FlattenTheCurve_2021-01-31_01-33-31.xlsx
#FlattenTheCurve_2021-01-31_01-33-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3pB4HRA
@gretathunberg
@albertoemachado
@peter_simone
@vivianfrancos
@toberg2
@final_space_
@lizstl13
@hendrikstreeck
@joebiden
@markus_soeder

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

Description:
Description
The graph represents a network of 4,999 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, 31 January 2021 at 09:36 UTC.

The requested start date was Saturday, 30 January 2021 at 01:01 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, 23-minute period from Saturday, 16 January 2021 at 01:17 UTC to Friday, 29 January 2021 at 13:40 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 : 4999
Unique Edges : 1486
Edges With Duplicates : 9463
Total Edges : 10949
Number of Edge Types : 5
Retweet : 4099
MentionsInRetweet : 4425
Tweet : 1513
Replies to : 252
Mentions : 660
Self-Loops : 1565
Reciprocated Vertex Pair Ratio : 0.00699893955461294
Reciprocated Edge Ratio : 0.0139005897219882
Connected Components : 699
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 2514
Maximum Edges in a Connected Component : 5719
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.590645
Graph Density : 0.0001900340052004
Modularity : 0.40965
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,999 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, 31 January 2021 at 09:36 UTC.

The requested start date was Saturday, 30 January 2021 at 01:01 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, 23-minute period from Saturday, 16 January 2021 at 01:17 UTC to Friday, 29 January 2021 at 13:40 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:
[29] https://ocs.sesb.com.my/
[24] https://www.instagram.com/accounts/login/
[21] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[7] https://www.twitch.tv/nezuryu
[5] https://www.radioafm.nl/
[4] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[4] https://docs.google.com/document/d/1qXdeTFoLA38WT6oOOrCke6VWsoDkUrqf7YwTw5VAAHc/edit
[4] https://impfdashboard.de/
[4] https://www.crit.cloud/summaries--reviews/critical-care-for-covid-19-heres-the-essentials-in-short
[4] https://afluencer.com/

Top URLs in Tweet in G1:
[1] https://twitter.com/GretaThunberg/status/1352596605917159427

Top URLs in Tweet in G2:
[21] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[14] https://www.instagram.com/accounts/login/
[4] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://476899z8-7vzpwf8lqudw-du1x.hop.clickbank.net/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[3] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[2] https://www.beckershospitalreview.com/hospital-management-administration/3-healthcare-executive-actions-biden-plans-to-take-today.html?utm_campaign=Social
[2] https://egmontinstitute.be/topics/

Top URLs in Tweet in G3:
[1] https://twitter.com/MisterErrorr/status/1352572663810691072

Top URLs in Tweet in G4:
[2] https://brainbubbles.de/password
[1] https://brainbubbles.de/collections/maske-bandana-gaiter
[1] https://brainbubbles.de/products/stay-home-madafakas-herren-shirt
[1] https://www.faz.net/aktuell/stil/leib-seele/fuenf-dinge/spaziergang-in-der-corona-pandemie-diese-dinge-nerven-17133221.html?GEPC=s3

Top URLs in Tweet in G5:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246788
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246441
[1] https://twitter.com/ModJenn/status/1354685668774051841
[1] https://twitter.com/Karl_Lauterbach/status/1350781825896091648
[1] https://twitter.com/StZ_NEWS/status/1350911112582221826
[1] https://twitter.com/michiwagner4/status/1351206225434845185
[1] https://twitter.com/WHO/status/1355070482001883140
[1] https://twitter.com/thehill/status/1351204905164414984
[1] https://www.bmi.bund.de/SharedDocs/downloads/DE/veroeffentlichungen/2020/corona/szen

Top URLs in Tweet in G6:
[1] https://www.fresnobee.com/news/local/article241288011.html
[1] https://twitter.com/kylegriffin1/status/1353110317841092608

Top URLs in Tweet in G7:
[1] https://news.ontario.ca/en/release/60056/ontario-opens-covid-19-isolation-centres-in-hardest-hit-communities
[1] https://twitter.com/NRPublicHealth/status/1350495605521575939
[1] https://twitter.com/NRPublicHealth/status/1350859189351018496
[1] https://twitter.com/NRPublicHealth/status/1351577731889328130
[1] https://twitter.com/rickmercer/status/1352613702927855621
[1] https://twitter.com/NRPublicHealth/status/1353390537135583233
[1] https://twitter.com/NRPublicHealth/status/1354113254189101057
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/meralgia-paresthetica
[1] https://twitter.com/NRPublicHealth/status/1354478087644327940
[1] https://twitter.com/NRPublicHealth/status/1354840479104454657

Top URLs in Tweet in G8:
[1] https://frankfurt.de/aktuelle-meldung/sondermeldungen/amtsblatt-mit-allgemeinverfuegung
[1] https://frankfurt.de/aktuelle-meldung/sondermeldungen/niedrigste-7-tage-inzidenz
[1] https://www.gstatic.com/covid19/mobility/2021-01-12_DE_Mobility_Report_de.pdf
[1] https://experience.arcgis.com/experience/478220a4c454480e823b17327b2bf1d4
[1] https://www.spiegel.de/wissenschaft/corona-news-am-montag-die-wichtigsten-entwicklungen-zu-sars-cov-2-und-covid-19-a-f8f9923e-289a-430c-8233-60e883f184d8?sara_ecid=soci_upd_wbMbjhOSvViISjc8RPU89NcCvtlFcJ

Top URLs in Tweet in G10:
[1] https://twitter.com/Amref_Kenya/status/1353605472931225600
[1] https://twitter.com/WHOAFRO/status/1351161722120396801
[1] https://twitter.com/WHOAFRO/status/1351484550807883776
[1] https://twitter.com/WHOAFRO/status/1352227619001954308

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[34] instagram.com
[33] youtube.com
[29] com.my
[24] coviz.org
[22] google.com
[21] dt51.net
[18] swarmapp.com
[17] blogspot.com
[11] news4teachers.de

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

Top Domains in Tweet in G2:
[103] twitter.com
[21] dt51.net
[18] swarmapp.com
[16] instagram.com
[10] tumblr.com
[7] youtube.com
[4] egmontinstitute.be
[4] allrecipes.com
[4] tasteofhome.com
[3] clickbank.net

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[4] brainbubbles.de
[1] faz.net

Top Domains in Tweet in G5:
[6] twitter.com
[5] nodexlgraphgallery.org
[1] bund.de

Top Domains in Tweet in G6:
[1] fresnobee.com
[1] twitter.com

Top Domains in Tweet in G7:
[10] twitter.com
[1] ontario.ca
[1] hopkinsmedicine.org

Top Domains in Tweet in G8:
[2] frankfurt.de
[1] gstatic.com
[1] arcgis.com
[1] spiegel.de

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2737] flattenthecurve
[2537] climatestrikeonline
[523] covid19
[494] wearamask
[181] stayhome
[124] pienaarspoort
[117] socialdistancing
[112] coronavirus
[104] staysafe
[102] leralla



Top Hashtags in Tweet in G1:
[2466] climatestrikeonline
[16] flattenthecurve
[15] facetheclimateemergency
[14] fridaysforfuture
[12] climatestrike
[11] strike4climate
[3] schoolstrike4climate
[1] gishmas
[1] item15
[1] oceanandclimateemergency

Top Hashtags in Tweet in G2:
[504] flattenthecurve
[113] covid19
[57] socialdistancing
[50] stayhome
[47] staysafe
[45] stayathome
[43] wearamask
[32] coronavirus
[28] washyourhands
[22] covid

Top Hashtags in Tweet in G3:
[221] flattenthecurve
[2] zerocovid
[1] durchseuchung
[1] lockdownlight
[1] lengthenthecurve

Top Hashtags in Tweet in G4:
[16] flattenthecurve
[5] coronaapp
[5] wearamask
[4] brainbubbles
[4] maskeauf
[2] drosten
[2] teamdrosten
[2] coronavirusde
[2] pandemie
[2] pandemic

Top Hashtags in Tweet in G5:
[51] flattenthecurve
[16] washyourhands
[14] takeresponsibility
[13] usealcoholbasedsanitizer
[12] wearfacemask
[10] stopthespread
[7] maintainphysicaldistance
[7] staysafe
[6] covid19
[5] climatestrikeonline

Top Hashtags in Tweet in G6:
[85] flattenthecurve
[2] dems4usa
[2] covid19
[1] coronavirus
[1] maskup
[1] maskssavelives
[1] demvoice1

Top Hashtags in Tweet in G7:
[68] flattenthecurve
[32] stayhome
[25] savelives
[10] covid19
[10] stayhomeon
[10] niagara
[3] ontariospirit
[2] bellletstalk
[2] strongertogether
[2] covid19ontario

Top Hashtags in Tweet in G8:
[7] flattenthecurve
[1] rostock
[1] ffp2
[1] harterlockdownjetzt

Top Hashtags in Tweet in G9:
[27] happiness
[4] flattenthecurve
[1] stayhomeon
[1] stayhome
[1] washyourhands
[1] covid19
[1] coronavirus
[1] alzheimers
[1] dementia
[1] mentalhealth

Top Hashtags in Tweet in G10:
[39] flattenthecurve
[29] covid19
[12] angamizacorona
[7] covid19africa
[4] zimupdate
[4] covid19pandemic
[3] youthkomeshacorona
[3] eucovid19responseke
[3] environment
[2] stayathome

Top Words
Top Words in Tweet in Entire Graph:
[2736] #flattenthecurve
[2538] pandemic
[2537] #climatestrikeonline
[2527] week
[2525] school
[2519] doing
[2500] gretathunberg
[2500] strike
[2487] physical
[2480] ongoing

Top Words in Tweet in G1:
[2466] week
[2466] #climatestrikeonline
[2458] strike
[2455] school
[2452] gretathunberg
[2450] ongoing
[2450] pandemic
[2450] doing
[2447] physical
[2447] strikes

Top Words in Tweet in G2:
[503] #flattenthecurve
[113] #covid19
[57] #socialdistancing
[51] die
[50] #stayhome
[47] #staysafe
[45] #stayathome
[43] #wearamask
[43] covid
[41] social

Top Words in Tweet in G3:
[221] #flattenthecurve
[219] die
[215] jahr
[214] weniger
[214] kamen
[214] ohne
[214] impfung
[214] keine
[214] grundrechte
[214] freut

Top Words in Tweet in G4:
[153] die
[74] war
[72] lipsandskin
[71] 70
[71] drosten
[70] erinnerung
[70] urheber
[70] 60
[70] infizieren
[70] streeck

Top Words in Tweet in G5:
[51] #flattenthecurve
[39] peter_simone
[22] die
[19] tote
[18] welt
[16] #washyourhands
[16] mehr
[16] völlig
[15] deshalb
[15] ulfposh

Top Words in Tweet in G6:
[104] masks
[85] #flattenthecurve
[83] reduce
[83] save
[81] thesizzlereport
[64] mask
[62] 100
[62] days
[62] spread
[62] coronavirus

Top Words in Tweet in G7:
[68] #flattenthecurve
[58] stay
[32] deepakanandmpp
[32] home
[32] safe
[32] #stayhome
[30] save
[30] lives
[29] language
[29] message

Top Words in Tweet in G8:
[72] stadt_ffm
[62] rki_de
[60] deutschen
[59] macht
[59] mut
[59] laut
[59] frankfurt
[59] sieben
[59] tage
[59] inzidenz

Top Words in Tweet in G9:
[39] billius27
[30] happen
[29] opinion
[29] yes
[29] need
[29] everything
[29] reopen
[29] schools
[29] safely
[29] talk

Top Words in Tweet in G10:
[39] #flattenthecurve
[33] health
[29] #covid19
[17] continue
[17] community
[16] amref_kenya
[16] power
[16] volunteers
[16] sustain
[16] behavior

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2495] school,strike
[2494] strike,week
[2479] ongoing,pandemic
[2479] pandemic,doing
[2479] doing,#climatestrikeonline
[2476] gretathunberg,school
[2475] #climatestrikeonline,physical
[2475] physical,strikes
[1573] week,127
[1571] 127,ongoing

Top Word Pairs in Tweet in G1:
[2455] school,strike
[2455] strike,week
[2450] ongoing,pandemic
[2450] pandemic,doing
[2450] doing,#climatestrikeonline
[2447] #climatestrikeonline,physical
[2447] physical,strikes
[2446] gretathunberg,school
[1555] week,127
[1555] 127,ongoing

Top Word Pairs in Tweet in G2:
[36] social,distancing
[33] kids,bored
[33] bored,practicing
[33] practicing,social
[32] #covid19,#flattenthecurve
[30] distancing,make
[23] ginger_exchange,kids
[22] covid,19
[21] #doejemee,#handmade
[21] #handmade,#diy

Top Word Pairs in Tweet in G3:
[214] weniger,jahr
[214] jahr,kamen
[214] kamen,#flattenthecurve
[214] #flattenthecurve,ohne
[214] ohne,impfung
[214] impfung,keine
[214] keine,grundrechte
[214] grundrechte,freut
[214] freut,die
[213] narimoldi,weniger

Top Word Pairs in Tweet in G4:
[70] erinnerung,urheber
[70] urheber,60
[70] 60,70
[70] 70,infizieren
[70] infizieren,war
[70] war,drosten
[70] drosten,streeck
[70] streeck,die
[70] die,forderung
[70] forderung,die

Top Word Pairs in Tweet in G5:
[15] ulfposh,welt
[14] #takeresponsibility,#washyourhands
[14] welt,nö
[14] nö,epidemiologisch
[14] epidemiologisch,völlig
[14] völlig,richtig
[14] richtig,verantwortlich
[14] verantwortlich,wollen
[14] wollen,mehr
[14] mehr,tote

Top Word Pairs in Tweet in G6:
[83] #flattenthecurve,masks
[83] masks,reduce
[62] 100,days
[62] days,mask
[62] mask,#flattenthecurve
[62] reduce,spread
[62] spread,coronavirus
[62] coronavirus,save
[62] save,life
[61] thesizzlereport,100

Top Word Pairs in Tweet in G7:
[30] save,lives
[29] #flattenthecurve,language
[29] language,message
[29] message,same
[29] same,stay
[29] stay,home
[29] home,stay
[29] stay,safe
[29] safe,save
[29] lives,thank

Top Word Pairs in Tweet in G8:
[59] macht,mut
[59] mut,laut
[59] laut,rki_de
[59] rki_de,frankfurt
[59] frankfurt,sieben
[59] sieben,tage
[59] tage,inzidenz
[59] inzidenz,63
[59] 63,niedrigsten
[59] niedrigsten,wert

Top Word Pairs in Tweet in G9:
[29] opinion,yes
[29] yes,need
[29] need,everything
[29] everything,reopen
[29] reopen,schools
[29] schools,safely
[29] safely,happen
[29] happen,talk
[29] talk,wishes
[28] billius27,opinion

Top Word Pairs in Tweet in G10:
[16] power,community
[16] community,health
[16] health,volunteers
[16] volunteers,sustain
[16] sustain,health
[16] health,behavior
[16] behavior,change
[16] change,irrefutable
[16] irrefutable,trained
[16] trained,mentored

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@icegov
@gretathunberg
@algemartin
@welt
@lipsandskin
@drericding
@ulfposh
@sahpra1
@karl_lauterbach

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G3:
@georgrestle
@0schone
@bmamarx
@lia_julietta
@brinkmannlab

Top Replied-To in G4:
@lipsandskin
@derfelthemighty
@jobi71
@bergheimjeff
@c_drosten

Top Replied-To in G5:
@joebiden
@ulfposh
@welt
@susansziborra
@karl_lauterbach
@derdude72
@jackposobiec
@charriselane
@aoc
@brianstelter

Top Replied-To in G7:
@matthew71046692
@fordnation
@deepakanandmpp
@johntory
@shopprsdrugmart

Top Replied-To in G8:
@stadt_ffm
@rahaake

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@narimoldi
@thesizzlereport
@stadt_ffm
@lipsandskin
@rki_de
@gardeegodrich
@peter_simone
@billius27
@insidekaduna_

Top Mentioned in G1:
@gretathunberg
@flossiebeachcl1
@adampiercy1
@makeadi30164733
@endelstamberg

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@flooringdirectx
@liberhealth
@thegeeksreborn
@thesweetpine
@gstirrupcomfort
@digicarsza
@tkonsults
@exprofis

Top Mentioned in G3:
@narimoldi
@brinkmannlab
@janfleischhauer
@mdraktuell
@polenz_r

Top Mentioned in G4:
@lipsandskin
@c_drosten
@dienstnavom
@narimoldi
@faznet
@muellerjung
@luebberding

Top Mentioned in G5:
@peter_simone
@welt
@ulfposh
@gniplc
@gretathunberg
@joebiden
@final_space_
@albertoemachado
@klages_uwe
@markus_soeder

Top Mentioned in G6:
@thesizzlereport
@cityofresno
@philarballo
@politicsrus4

Top Mentioned in G7:
@deepakanandmpp
@fordna
@fordnation
@wsendzik
@wtfc7
@macleodlisa
@l__ip
@celliottability
@onthealth
@pathstonemh

Top Mentioned in G8:
@stadt_ffm
@rki_de

Top Mentioned in G9:
@billius27
@lead_coalition
@actionhappiness
@becca_wickson

Top Mentioned in G10:
@amref_kenya
@afyatimiza
@whoafro
@yednetworkke
@who
@hospaz
@amref_worldwide
@euinkenya
@moh_kenya
@bainesohs

Top Tweeters
Top Tweeters in Entire Graph:
@kakusan_rt
@pparzival
@roblwilson
@femtech_
@joni_looking
@miguelhilargiak
@padakitty
@chuddles11
@minhkular
@thehill

Top Tweeters in G1:
@roblwilson
@miguelhilargiak
@padakitty
@minhkular
@b1e56df9ce6549f
@patricklee6669
@pushandpulljlm
@domenico1oo777
@cunningham_cch
@anselmonadir

Top Tweeters in G2:
@mimitexasangel
@kchernecky
@hyhutriangle
@carol_hulme
@digiphile
@jennarndt
@fitasport1
@priscillajudd
@zarill955
@jayjay_ellison

Top Tweeters in G3:
@mdraktuell
@von_steiner
@gefrkamnitzer
@woli2017
@jekra70
@markrudolph2701
@lauro_doc
@latraviatamari
@besorgtebrgeri2
@langenase

Top Tweeters in G4:
@pparzival
@wulf2015ger
@faznet
@panpagan
@riceblues
@_sbat_
@gtr431
@toetterbeck
@woo_rocks
@piepmatze

Top Tweeters in G5:
@welt
@voiceoverperson
@heiderosie
@focusonline
@jaketapper
@mikecokere
@brianstelter
@almostjingo
@12voltman60
@balelt41

Top Tweeters in G6:
@joni_looking
@sabulosaa
@empnew
@loreyjeanene
@maier12345
@mikanojo
@peggystuart
@ava4bleue
@moonbeam655
@lalaej

Top Tweeters in G7:
@micropan44
@opencce
@pureshakti
@aricbrindley1
@917giantfm
@underbite
@scottrosts
@macleodlisa
@carolcampbell4
@l__ip

Top Tweeters in G8:
@sakaikataho
@fumpinchen
@feyzacelikt
@rahaake
@mobilef0rensics
@fehringermartin
@polizei_ffm
@_psykora
@leplumboob
@irodknocker

Top Tweeters in G9:
@viralvideovlogs
@apauckland
@agitatorsneeded
@thompsonb2569
@silentseawolf
@dlhampton
@sachatb
@silvijakrebs
@baby_leo_bill
@mixyezpitlek

Top Tweeters in G10:
@habbradley
@tzdiscovery
@263chat
@allanmzalendo
@who
@kikiwemo
@africa
@bomarike
@kokwet_
@healthtimeszim


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