#FlattenTheCurve, Twitter, 3/17/2021 10:44:31 AM, 250790


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#FlattenTheCurve_2021-03-17_01-04-42.xlsx
#FlattenTheCurve_2021-03-17_01-04-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3lq1rXU
@gebirgsziege
@docjosiahboone
@albertoemachado
@felicea
@mchaelsmichaela
@anncathrin87
@salmansabir92
@a_ka_es
@peter_simone
@lykos_phi

Top hashtags:
#flattenthecurve
#wearamask
#covid19
#coronavirus
#leralla

Description:
Description
The graph represents a network of 1,831 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 Wednesday, 17 March 2021 at 08:07 UTC.

The requested start date was Wednesday, 17 March 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, 50-minute period from Wednesday, 03 March 2021 at 00:43 UTC to Tuesday, 16 March 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 : 1831
Unique Edges : 961
Edges With Duplicates : 3067
Total Edges : 4028
Number of Edge Types : 5
Mentions : 495
Retweet : 976
MentionsInRetweet : 1170
Tweet : 1224
Replies to : 163
Self-Loops : 1244
Reciprocated Vertex Pair Ratio : 0.0112211221122112
Reciprocated Edge Ratio : 0.0221932114882507
Connected Components : 524
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 276
Maximum Edges in a Connected Component : 721
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.940791
Graph Density : 0.000457213801171685
Modularity : 0.41983
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,831 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 Wednesday, 17 March 2021 at 08:07 UTC.

The requested start date was Wednesday, 17 March 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, 50-minute period from Wednesday, 03 March 2021 at 00:43 UTC to Tuesday, 16 March 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://spiegel.de/
[12] https://thermogate.net/
[11] https://www.instagram.com/accounts/login/
[11] https://khmonecookies.com/shop/000686
[8] https://www.twitch.tv/nezuryu
[6] https://robert-hans.pixels.com/
[5] https://twoheartswellness.com/2021/03/05/what-happened-when-i-got-my-first-covid-vaccine-and-why-im-still-glad-i-got-vaccinated/
[4] https://nzzas.nzz.ch/wissen/von-long-covid-sind-insbesondere-junge-frauen-betroffen-ld.1606409?reduced=true
[4] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[4] https://www.coviz.org/e2b/2021-03-09/

Top URLs in Tweet in G1:
[11] https://khmonecookies.com/shop/000686
[7] https://www.instagram.com/accounts/login/
[6] https://robert-hans.pixels.com/
[4] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.rbdresearchlab.com/
[2] https://ocs.sesb.com.my/
[2] https://www.590mobile.com.gh/?ad_source=un4
[2] https://www.amazon.com/dp/B08XV5N8B3/ref=cm_sw_r_tw_dp_P1422SMTDQDJ0X42GNGG

Top URLs in Tweet in G2:
[1] https://twitter.com/aktuelle_stunde/status/1370446052998922243

Top URLs in Tweet in G4:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00269-0
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250518
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250651
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250339
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250694
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250079
[1] https://www.theguardian.com/world/live/2021/mar/15/coronavirus-live-news-astrazeneca-finds-no-evidence-of-blood-clot-risk-as-netherlands-suspends-vaccine?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1615809952
[1] https://twitter.com/focusonline/status/1368043617709867012
[1] https://twitter.com/Velofisch/status/1243139304127377410

Top URLs in Tweet in G6:
[1] https://twitter.com/UEndruscheit/status/1371492402989514756?s=19
[1] https://twitter.com/ichbinschoener/status/1370893350769950720
[1] https://twitter.com/elvira_rosert/status/1367522458966888461

Top URLs in Tweet in G9:
[4] https://twitter.com/oliverdasgupta/status/1367925432314650628
[1] https://twitter.com/WDRaktuell/status/1371072879815757824
[1] https://twitter.com/MMittermeier/status/1367599704817729544
[1] https://twitter.com/karl_lauterbach/status/1368641386497662976
[1] https://twitter.com/risklayer/status/1370450505680490500
[1] https://twitter.com/tagesspiegel/status/1370746058175823883
[1] https://www.saarbruecker-zeitung.de/nachrichten/politik/inland/corona-zahlen-steigen-intensivaerzte-fordern-rueckkehr-in-lockdown_aid-56804227?utm_source=twitter&utm_medium=referral&utm_campaign=share

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1971] flattenthecurve
[399] wearamask
[363] covid19
[120] coronavirus
[111] leralla
[109] socialdistancing
[101] berailsmart
[101] pienaarspoort
[99] stayhome
[97] saulsville



Top Hashtags in Tweet in G1:
[403] flattenthecurve
[120] covid19
[48] staysafe
[43] washyourhands
[35] pandemic
[30] stayathome
[30] staythefhome
[28] socialdistancing
[25] covidioten
[25] sarscov2

Top Hashtags in Tweet in G2:
[131] flattenthecurve
[50] zerocovid
[3] durchseuchung
[3] stayathomeforme
[3] herzkrankekinder
[2] stayhome
[1] covid19at
[1] bundesverbandfuerherzkrankekinder
[1] kohki
[1] pumpisfuerherzis

Top Hashtags in Tweet in G3:
[1] getvaccinated
[1] besmart
[1] covid19vaccination
[1] flattenthecurve

Top Hashtags in Tweet in G4:
[2] flattenthecurve
[2] rri
[1] shutdownstem
[1] researchfunding
[1] fundscience
[1] researchgrants
[1] walkthetalk
[1] workplacebullying
[1] science
[1] sdgs

Top Hashtags in Tweet in G5:
[28] flattenthecurve
[8] wearamask
[7] covid19
[6] triage
[5] coronavirus
[5] socialdistancing
[4] nodexl
[3] corona
[3] buildbackbetter
[2] physicaldistancing

Top Hashtags in Tweet in G6:
[35] flattenthecurve
[11] zerocovid
[1] corona
[1] lockerungen
[1] lockdown
[1] drittewelle
[1] wearamask
[1] distancing

Top Hashtags in Tweet in G7:
[40] maskupmiami
[40] flattenthecurve
[40] ourcounty
[36] wecanwewill
[4] noukapabnaprive

Top Hashtags in Tweet in G8:
[28] flattenthecurve
[1] nietmijnregering
[1] corona

Top Hashtags in Tweet in G9:
[18] flattenthecurve
[15] klimakrise
[10] coronakrise
[5] sciencematters
[5] b1351
[1] erneuerbaren

Top Hashtags in Tweet in G10:
[24] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1971] #flattenthecurve
[670] station
[498] train
[416] please
[399] #wearamask
[362] #covid19
[273] die
[195] stopping
[178] pretoria
[165] covid

Top Words in Tweet in G1:
[403] #flattenthecurve
[119] #covid19
[48] #staysafe
[43] #washyourhands
[42] year
[35] #pandemic
[34] weeks
[33] die
[32] home
[30] #stayathome

Top Words in Tweet in G2:
[131] #flattenthecurve
[83] die
[75] war
[75] gebirgsziege
[73] jahr
[73] zeit
[72] wisst
[72] letztes
[72] gemeinsames
[72] ziel

Top Words in Tweet in G3:
[372] please
[124] vaccination
[124] 60
[124] above
[124] started
[124] smart
[124] twisted
[124] conspiracy
[123] salmansabir92

Top Words in Tweet in G4:
[5] reneebleau
[5] dbetteracademia
[5] suzanne_garrett
[5] braincures
[4] marikasboros
[4] morimahmoudi
[3] do_kinder
[3] truthsayerodet1
[3] proftimnoakes
[3] wellcometrust

Top Words in Tweet in G5:
[28] #flattenthecurve
[13] moh_kenya
[13] die
[10] top
[9] albertoemachado
[9] yednetworkke
[9] lwiehler
[8] #wearamask
[7] #covid19
[7] influencers

Top Words in Tweet in G6:
[35] #flattenthecurve
[30] anncathrin87
[20] gemacht
[11] #zerocovid
[11] die
[10] ironischerweise
[10] genau
[10] vorwurf
[10] menschen
[10] beginn

Top Words in Tweet in G7:
[40] #maskupmiami
[40] #flattenthecurve
[40] #ourcounty
[37] miamidadecounty
[36] #wecanwewill
[27] remember
[9] recuerda
[4] sonje
[4] byen
[4] #noukapabnaprive

Top Words in Tweet in G8:
[29] wat
[29] toch
[28] nu
[28] doel
[28] #flattenthecurve
[28] ic
[28] ontlasten
[28] kwetsbaarsten
[28] gevaccineerd
[28] zijn

Top Words in Tweet in G9:
[34] die
[24] peter_simone
[18] #flattenthecurve
[15] #klimakrise
[10] guten
[10] nacht
[10] #coronakrise
[9] wenigstens
[8] lasst
[6] zuhause

Top Words in Tweet in G10:
[24] happy
[24] anniversary
[24] 15
[24] days
[24] guys
[24] need
[24] #flattenthecurve
[24] hospitals
[24] overwhelmed
[23] kylamb8

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[250] please,please
[232] #wearamask,#flattenthecurve
[193] stopping,station
[142] next,stopping
[125] vaccination,60
[125] 60,above
[125] above,started
[125] started,please
[125] please,smart
[125] smart,twisted

Top Word Pairs in Tweet in G1:
[46] #covid19,#flattenthecurve
[25] #flattenthecurve,#covid_19
[25] #pandemic,#flattenthecurve
[24] #sarscov2,#suriname
[24] #suriname,#communityspreading
[24] #communityspreading,#global
[24] #global,#maketheworldfreeofcovid19
[24] #maketheworldfreeofcovid19,#covidioten
[24] #covidioten,#covididiots
[24] #covididiots,#staythefuckhome

Top Word Pairs in Tweet in G2:
[73] die,zeit
[72] wisst,letztes
[72] letztes,jahr
[72] jahr,die
[72] zeit,#flattenthecurve
[72] #flattenthecurve,war
[72] war,gemeinsames
[72] gemeinsames,ziel
[72] ziel,aktuell
[72] aktuell,dringend

Top Word Pairs in Tweet in G3:
[248] please,please
[124] vaccination,60
[124] 60,above
[124] above,started
[124] started,please
[124] please,smart
[124] smart,twisted
[124] twisted,conspiracy
[123] salmansabir92,vaccination

Top Word Pairs in Tweet in G4:
[4] braincures,marikasboros
[3] dgurdasani1,dbetteracademia
[3] dbetteracademia,morimahmoudi
[3] morimahmoudi,reneebleau
[3] reneebleau,suzanne_garrett
[3] suzanne_garrett,evidencebase_im
[3] evidencebase_im,braincures
[2] brenmccarthy13,truthsayerodet1
[2] truthsayerodet1,proftimnoakes
[2] proftimnoakes,criminotweet

Top Word Pairs in Tweet in G5:
[7] influencers,#flattenthecurve
[6] die,#triage
[6] #triage,deutschen
[6] deutschen,krankenhäusern
[6] krankenhäusern,#flattenthecurve
[6] #flattenthecurve,möglich
[5] top,influencers
[5] top,hashtags
[5] hashtags,#flattenthecurve
[5] #flattenthecurve,#covid19

Top Word Pairs in Tweet in G6:
[30] anncathrin87,#flattenthecurve
[10] ironischerweise,genau
[10] genau,vorwurf
[10] vorwurf,#zerocovid
[10] #zerocovid,gemacht
[10] gemacht,menschen
[10] menschen,gemacht
[10] gemacht,die
[10] die,beginn
[9] felicea,ironischerweise

Top Word Pairs in Tweet in G7:
[40] #flattenthecurve,#ourcounty
[36] #maskupmiami,#wecanwewill
[36] #wecanwewill,#flattenthecurve
[27] remember,#maskupmiami
[26] miamidadecounty,remember
[9] recuerda,#maskupmiami
[8] miamidadecounty,recuerda
[4] sonje,byen
[4] byen,#maskupmiami
[4] #maskupmiami,#noukapabnaprive

Top Word Pairs in Tweet in G8:
[28] wat,nu
[28] nu,doel
[28] doel,toch
[28] toch,#flattenthecurve
[28] #flattenthecurve,ic
[28] ic,ontlasten
[28] ontlasten,kwetsbaarsten
[28] kwetsbaarsten,gevaccineerd
[28] gevaccineerd,zijn
[28] zijn,kan

Top Word Pairs in Tweet in G9:
[10] guten,nacht
[10] nacht,#flattenthecurve
[10] #flattenthecurve,#klimakrise
[10] #klimakrise,#coronakrise
[9] peter_simone,guten
[8] wenigstens,die
[5] stimmt,gegen
[5] gegen,die
[5] die,#klimakrise
[5] #klimakrise,impfstoff

Top Word Pairs in Tweet in G10:
[24] happy,anniversary
[24] anniversary,15
[24] 15,days
[24] days,guys
[24] guys,need
[24] need,#flattenthecurve
[24] #flattenthecurve,hospitals
[24] hospitals,overwhelmed
[23] kylamb8,happy

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@salmansabir92
@gebirgsziege
@docjosiahboone
@miamidadecounty
@anncathrin87
@mumo_____
@mygovnagaland
@stvdbroek
@peter_simone
@njapitmwaana

Top Mentioned in G1:
@wqbelle
@tober70986277
@iramey
@lalytatweets
@standrewsrccdsb
@thatduanepol
@flooringdirectx
@thebullyexposed

Top Mentioned in G2:
@gebirgsziege
@docjosiahboone
@euphoriceuler
@papab3ll3
@patrickkrink
@anwaltsgelaber
@anaemperor
@susanne_ruecker
@maithi_nk

Top Mentioned in G3:
@salmansabir92

Top Mentioned in G4:
@reneebleau
@dbetteracademia
@suzanne_garrett
@braincures
@marikasboros
@morimahmoudi
@do_kinder
@truthsayerodet1
@proftimnoakes
@evidencebase_im

Top Mentioned in G5:
@moh_kenya
@lwiehler
@albertoemachado
@yednetworkke
@velofisch
@gebirgsziege
@docjosiahboone
@amref_kenya
@martinmuchangi
@lennah3

Top Mentioned in G6:
@anncathrin87
@felicea
@docjosiahboone

Top Mentioned in G7:
@miamidadecounty

Top Mentioned in G8:
@stvdbroek

Top Mentioned in G9:
@peter_simone
@gebirgsziege
@bundesregierung
@szaktuell

Top Mentioned in G10:
@kylamb8

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@southwestair
@abscbnnews
@diapermakeovers
@iveyjanette_207
@viralvideovlogs
@trumpwatchnews
@maegan_laporte
@welt
@thr

Top Tweeters in G1:
@commonsense258
@iramey
@imjababy
@turekandrew
@anewhomestar
@micodelrosario
@alissa_claudia
@pudgenet
@sweet_tooth19
@richkelsey

Top Tweeters in G2:
@euphoriceuler
@halleverkehrt
@landaudaniel
@catinchief
@creation_2011
@squadrat
@def_izit
@rolandgiersig
@maamikron42
@sanneweber

Top Tweeters in G3:
@neopk3
@unitedsfreak
@fasooooooooo
@ali_mohsin5
@sraza381
@aamerinam
@eareeb
@mshafiqicup
@awaixjaved
@khanchaudhry7

Top Tweeters in G4:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G5:
@amphore
@tessarakt
@velofisch
@albertoemachado
@gaytip
@pluto_berlin
@m4ttmc87
@nulleberg
@1chance2020
@de

Top Tweeters in G6:
@felicea
@donaupiratin
@a_ka_es
@katrineberhardt
@nike_leonhard
@fiiinix
@nico_amiri
@anotherjewess
@akoneira
@anncathrin87

Top Tweeters in G7:
@conchi_gonzalez
@angierrv
@clubcabeza
@debimossscheler
@martha07357981
@judhcas
@pauletta57
@jake_essers
@radricadavis_
@yhamame

Top Tweeters in G8:
@humblee2
@michaldhoe1
@wniemegeers
@jp41560290
@jampagyatso
@eagleey22627291
@dc_vn
@celisben
@xsol41049478
@stvdbroek

Top Tweeters in G9:
@szaktuell
@pausanias
@eozwei
@fritzletsch
@tilmanwinkler
@loewchen
@peter_simone
@hamburg397
@_tho_
@bruno_wissing

Top Tweeters in G10:
@dorothymontgom4
@brociousdwight
@bscovy1
@kylamb8
@humphreypt
@johna2244
@politicnonsense
@goodbyegirl1012
@lisaell1980
@konniburton


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