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#FlattenTheCurve_2022-01-18_04-50-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3FFZ7Ew
@frankfurtzack
@this0499154500
@vikingrohan
@publizistikon
@joecool212
@totalgesund
@karl_lauterbach
@potus
@prof_freedom
@carolyncannu

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#wearamask

Description:
Description
The graph represents a network of 2,677 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 Tuesday, 18 January 2022 at 12:52 UTC.

The requested start date was Tuesday, 18 January 2022 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, 23-hour, 1-minute period from Tuesday, 04 January 2022 at 01:03 UTC to Tuesday, 18 January 2022 at 00:04 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 : 2677
Unique Edges : 1057
Edges With Duplicates : 4934
Total Edges : 5991
Number of Edge Types : 5
Retweet : 1911
MentionsInRetweet : 2073
Replies to : 236
Mentions : 874
Tweet : 897
Self-Loops : 910
Reciprocated Vertex Pair Ratio : 0.00505902192242833
Reciprocated Edge Ratio : 0.0100671140939597
Connected Components : 543
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 1162
Maximum Edges in a Connected Component : 2567
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.931557
Graph Density : 0.000332791151775659
Modularity : 0.396092
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,677 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 Tuesday, 18 January 2022 at 12:52 UTC.

The requested start date was Tuesday, 18 January 2022 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, 23-hour, 1-minute period from Tuesday, 04 January 2022 at 01:03 UTC to Tuesday, 18 January 2022 at 00:04 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:
[10] https://www.twitch.tv/nezuryu
[7] https://twitter.com/AliceDreger/status/1480710375200993287
[4] https://www.corona-impftermin-mv.de/
[4] https://www.egmontinstitute.be/publications/
[4] https://www.snohd.org/546/Local-Case-Counts
[4] https://twitter.com/edyong209/status/1479453586308444164
[4] https://laut.fm/
[3] https://twitter.com/missryley/status/1482363953615454217
[3] https://www.instagram.com/accounts/login/
[3] https://twitter.com/alicedreger/status/1480710375200993287

Top URLs in Tweet in G1:
[1] https://twitter.com/TWMCLtd/status/1481913575954391041
[1] https://twitter.com/ergroovt/status/1482279229232455682
[1] https://twitter.com/FrankfurtZack/status/1480119917902970880?s=20

Top URLs in Tweet in G2:
[4] https://twitter.com/edyong209/status/1479453586308444164
[4] https://twitter.com/AliceDreger/status/1480710375200993287
[4] https://www.egmontinstitute.be/publications/
[3] https://twitter.com/joshuapotash/status/1480194524534169600
[2] https://accordcontracting.com/news/social-distancing-renovations/?&utm_campaign=maitenance&utm_source=twitter&utm_medium=post
[2] https://twitter.com/alicedreger/status/1480710375200993287
[2] https://toyeenbalogun.blogspot.com
[1] https://twitter.com/NidalAllis/status/1478066535172390921
[1] https://twitter.com/Kees71234/status/1477987471862468609
[1] https://twitter.com/thehill/status/1478383236740960257

Top URLs in Tweet in G4:
[1] https://www.cnn.com/2022/01/12/americas/quebec-vaccine-mandate-intl/index.html
[1] https://www.washingtonpost.com/health/2022/01/10/covid-hospitalized-omicron/

Top URLs in Tweet in G5:
[1] https://twitter.com/joshuapotash/status/1480707212528001025
[1] https://twitter.com/DrEricLevi/status/1479922013409984513
[1] https://twitter.com/drmeghanwalls/status/1480612314059522050
[1] https://twitter.com/Reuters/status/1480768935511293955
[1] https://twitter.com/AdiraFound/status/1480912409372073992
[1] https://twitter.com/drericding/status/1481020158151991298
[1] https://twitter.com/tmprowell/status/1481119351315079168
[1] https://twitter.com/TheRealRhllor/status/1482918068015800322
[1] https://twitter.com/huffpost/status/1480712736078241796
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269767

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G8:
[2] https://twitter.com/DrLeanaWen/status/1239562690944815116?s=20
[1] https://twitter.com/wsbgnl/status/1479137332867452929
[1] https://twitter.com/SabiVM/status/1479878733288947715
[1] https://twitter.com/KindAndUnblind/status/1483066698592890884
[1] https://twitter.com/ashishkjha/status/1481112132167028743
[1] http://rampant.How

Top URLs in Tweet in G9:
[2] https://twitter.com/libshipwreck/status/1478371548369235968

Top URLs in Tweet in G10:
[1] https://twitter.com/puls24news/status/1480605688975998981

Top Domains
Top Domains in Tweet in Entire Graph:
[182] twitter.com
[18] swarmapp.com
[16] youtube.com
[11] scitechdaily.com
[10] twitch.tv
[5] laut.fm
[4] corona-impftermin-mv.de
[4] wordpress.com
[4] egmontinstitute.be
[4] google.com

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

Top Domains in Tweet in G2:
[93] twitter.com
[4] egmontinstitute.be
[4] wordpress.com
[2] youtube.com
[2] accordcontracting.com
[2] facebook.com
[2] blogspot.com
[1] activegreenross.com
[1] ufhealth.org
[1] theguardian.com

Top Domains in Tweet in G4:
[1] cnn.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[18] twitter.com
[2] nodexlgraphgallery.org
[1] cdc.gov
[1] 3m.com
[1] medrxiv.org

Top Domains in Tweet in G7:
[1] linkedin.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] rampant.how

Top Domains in Tweet in G9:
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1941] flattenthecurve
[384] covid19
[265] togetherwecan
[246] wearamask
[151] nagalandagainstcovid
[140] becovidwise
[138] leralla
[114] nagaland
[96] covidsurge
[93] 2gplus



Top Hashtags in Tweet in G1:
[117] flattenthecurve
[75] expertenrat
[75] 2gplus
[1] publichealth
[1] staysafestayhealthy
[1] flattenthefitness
[1] nocovid
[1] pandemiederungeimpften

Top Hashtags in Tweet in G2:
[331] flattenthecurve
[84] covid19
[22] stayhome
[20] coronavirus
[19] omicron
[18] stayhomestaysafe
[17] covid
[16] stayathome
[13] socialdistancing
[12] stopthespread

Top Hashtags in Tweet in G3:
[131] flattenthecurve
[8] 2gplus
[7] expertenrat
[1] 2gmussweg
[1] coronakrise

Top Hashtags in Tweet in G4:
[96] covidsurge
[11] flattenthecurve
[6] resistanceunited
[5] vaccinemandates
[5] maskmandates
[5] lockdown22
[5] indoorlimits
[5] vaccinepassports
[5] wearamask
[4] covidvaccine

Top Hashtags in Tweet in G5:
[45] flattenthecurve
[10] stayhome
[9] omicron
[5] quietperiod
[4] covid19
[3] healthcare
[3] hcw
[3] weinpublichealth
[3] maskstoo
[2] covidisairborne

Top Hashtags in Tweet in G6:
[80] flattenthecurve
[65] coronakrise
[4] expertenrat
[4] 2gplus

Top Hashtags in Tweet in G7:
[2] flattenthecurve
[2] omicron
[2] germany
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri

Top Hashtags in Tweet in G8:
[16] flattenthecurve
[3] protectthekids
[3] covid19
[2] stopthespread
[2] socialdistance
[2] longcovidkids
[2] safetyfirst
[2] nyc
[1] forgottenthecurve
[1] vaccinepassports

Top Hashtags in Tweet in G9:
[261] togetherwecan
[254] flattenthecurve
[200] covid19
[151] nagalandagainstcovid
[114] nagaland
[47] nagalandagainstcovid19
[26] covid
[7] unite2fightcorona
[5] australia
[4] largestvaccinedrive

Top Hashtags in Tweet in G10:
[1] allestunwasunsmöglichist
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1941] #flattenthecurve
[980] frankfurtzack
[777] man
[777] wieder
[766] tests
[764] tag
[762] geld
[759] guten
[759] morgen
[758] gerstern

Top Words in Tweet in G1:
[894] frankfurtzack
[714] tag
[713] geld
[713] tests
[710] wieder
[709] guten
[709] morgen
[709] gerstern
[709] man
[709] welches

Top Words in Tweet in G2:
[331] #flattenthecurve
[84] #covid19
[27] stay
[23] curve
[22] #stayhome
[21] covid
[20] #coronavirus
[19] #omicron
[19] die
[18] #stayhomestaysafe

Top Words in Tweet in G3:
[131] #flattenthecurve
[114] zwei
[109] knapp
[109] jahre
[109] schutz
[109] risikogruppen
[109] langsam
[109] 'betreuten'
[108] vikingrohan
[108] demokra

Top Words in Tweet in G4:
[98] dockimresists
[96] heart
[96] breaks
[96] healthcare
[96] workers
[96] families
[96] dealing
[96] latest
[96] #covidsurge
[96] please

Top Words in Tweet in G5:
[45] #flattenthecurve
[15] die
[10] #stayhome
[9] potus
[9] #omicron
[9] prof_freedom
[8] slow
[7] carolyncannu
[7] need
[6] frankfurtzack

Top Words in Tweet in G6:
[80] #flattenthecurve
[66] mehr
[65] gibt
[65] #coronakrise
[65] überhaupt
[65] keine
[65] zielmarken
[65] stand
[65] anfang
[65] später

Top Words in Tweet in G7:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust
[2] #flattenthecurve

Top Words in Tweet in G8:
[16] #flattenthecurve
[6] cool
[4] vax
[4] public
[4] health
[4] place
[4] kids
[4] kindandunblind
[3] nothing
[3] includes

Top Words in Tweet in G9:
[268] january
[261] #togetherwecan
[257] 2022
[254] #flattenthecurve
[200] #covid19
[163] healthnagaland
[162] status
[151] #nagalandagainstcovid
[127] #nagaland
[112] bulletin

Top Words in Tweet in G10:
[36] bäumen
[36] kinder
[36] pädagoginnen
[36] unserer
[36] kraft
[36] gegen
[36] virus
[36] nehmen
[35] andibabler

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[758] guten,morgen
[758] morgen,gerstern
[758] gerstern,man
[758] man,geld
[758] geld,welches
[758] welches,tag
[758] tag,tests
[758] tests,ausgegeben
[758] ausgegeben,wieder
[758] wieder,2000

Top Word Pairs in Tweet in G1:
[709] guten,morgen
[709] morgen,gerstern
[709] gerstern,man
[709] man,geld
[709] geld,welches
[709] welches,tag
[709] tag,tests
[709] tests,ausgegeben
[709] ausgegeben,wieder
[709] wieder,2000

Top Word Pairs in Tweet in G2:
[39] #covid19,#flattenthecurve
[14] cases,declined
[14] declined,stay
[14] stay,aware
[14] aware,use
[14] use,caution
[14] caution,#covid19
[14] #flattenthecurve,#stayathome
[11] #flattenthecurve,#covid19
[11] covid,19

Top Word Pairs in Tweet in G3:
[109] knapp,zwei
[109] zwei,jahre
[109] jahre,#flattenthecurve
[109] #flattenthecurve,schutz
[109] schutz,risikogruppen
[109] risikogruppen,langsam
[109] langsam,'betreuten'
[108] vikingrohan,knapp
[108] 'betreuten',demokra
[25] frankfurtzack,guten

Top Word Pairs in Tweet in G4:
[96] heart,breaks
[96] breaks,healthcare
[96] healthcare,workers
[96] workers,families
[96] families,dealing
[96] dealing,latest
[96] latest,#covidsurge
[96] #covidsurge,please
[96] please,civic
[95] dockimresists,heart

Top Word Pairs in Tweet in G5:
[8] #stayhome,#flattenthecurve
[5] die,nächsten
[5] nächsten,wochen
[5] fixed,#flattenthecurve
[4] #flattenthecurve,#omicron
[4] #omicron,#stayhome
[4] prof_freedom,stets
[4] stets,die
[4] wochen,die
[4] die,entscheidend

Top Word Pairs in Tweet in G6:
[65] gibt,#coronakrise
[65] #coronakrise,überhaupt
[65] überhaupt,keine
[65] keine,zielmarken
[65] zielmarken,mehr
[65] mehr,#flattenthecurve
[65] #flattenthecurve,stand
[65] stand,anfang
[65] anfang,später
[65] später,jeder

Top Word Pairs in Tweet in G7:
[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
[2] never,many
[2] many,infections
[2] infections,hit

Top Word Pairs in Tweet in G8:
[4] cool,cool
[4] public,health
[2] cool,doing
[2] doing,essentially
[2] essentially,nothing
[2] nothing,#flattenthecurve
[2] #flattenthecurve,light
[2] light,includes
[2] includes,many
[2] many,thousands

Top Word Pairs in Tweet in G9:
[257] january,2022
[139] #flattenthecurve,#togetherwecan
[133] healthnagaland,#covid19
[112] bulletin,#nagaland
[106] fresh,positive
[105] #nagaland,status
[90] 2022,dimapur
[75] #togetherwecan,#flattenthecurve
[73] #togetherwecan,#nagalandagainstcovid
[68] 19,bulletin

Top Word Pairs in Tweet in G10:
[36] bäumen,kinder
[36] kinder,pädagoginnen
[36] pädagoginnen,unserer
[36] unserer,kraft
[36] kraft,gegen
[36] gegen,virus
[36] virus,nehmen
[35] andibabler,bäumen

Top Replied-To
Top Replied-To in Entire Graph:
@marioberky
@sizemichael
@frankfurtzack
@drelidavid
@nataliegrams
@govtimwalz
@psholstein
@argonerd
@shomburg
@ctvnews

Top Replied-To in G1:
@frankfurtzack
@martinwaltherdd
@ecmokaragianni1

Top Replied-To in G3:
@nataliegrams
@eddy_bernayz

Top Replied-To in G4:
@dockimresists

Top Replied-To in G5:
@argonerd
@prof_freedom
@potus
@jonlevybu
@austinisdsupt
@theotherphilipp
@muka_taulant
@ianmsc
@danyshin
@orwell2022

Top Replied-To in G7:
@dgurdasani1

Top Replied-To in G8:
@drleanawen
@ashihipar
@mssarahmssarah
@morecaucusuft
@kindandunblind
@scottgottliebmd
@margbrennan
@govkathyhochul

Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@healthnagaland
@vikingrohan
@dockimresists
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@publizistikon
@pibkohima

Top Mentioned in G1:
@frankfurtzack
@nataliegrams

Top Mentioned in G2:
@egmontinstitute
@autismepi
@ken_sugar
@70sbachchan
@45bestwords

Top Mentioned in G3:
@vikingrohan
@frankfurtzack
@publizistikon
@dippi_dipp
@nataliegrams
@gurtstock

Top Mentioned in G4:
@dockimresists
@justmom_ali
@thinkkimthink

Top Mentioned in G5:
@potus
@prof_freedom
@carolyncannu
@frankfurtzack
@cdcgov
@botwochen
@joebiden
@whitehouse
@vikingrohan
@joecool212

Top Mentioned in G6:
@publizistikon
@frankfurtzack
@vikingrohan
@siegfried_mayer

Top Mentioned in G7:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G8:
@kindandunblind
@healthnygov
@nychealthy
@nychealthcommr
@davechokshi
@nycmayor
@govkathyhochul
@epi_d_nique
@avierkant
@teachernyc9

Top Mentioned in G9:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G10:
@andibabler

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@viralvideovlogs
@lizditz
@wally_wests
@carolmaewy
@wellness4you13
@ketaminh
@llama_strudel
@flugennock
@funnagan

Top Tweeters in G1:
@frisch_fish
@berlin_ny
@trdisoprtr
@gothp1
@rhabarbeer
@jjdemul
@deutschzuerst
@kpropcroy
@48rieck
@panpagan

Top Tweeters in G2:
@mtnbvan
@mariasammutmasc
@fasnix
@joseph_santoro
@hotleadenema
@ken_sugar
@zibilith
@juniperlilacs
@falkwussow
@lelei

Top Tweeters in G3:
@bernd471
@hackenstad
@drehorgel123
@hausfrau4ever
@wattwurm13
@tini68274439
@kytti70
@sunny_sommer
@uransoft
@123lenchen

Top Tweeters in G4:
@carolmaewy
@llama_strudel
@nakesha_horsey
@clayreinabq
@thinkkimthink
@ssmunsell
@detroit_rachel
@gailwaldby
@ktynot
@realnorac

Top Tweeters in G5:
@delta
@wellness4you13
@buntewelt1966
@shera_persists
@happyhexer
@karenju62258050
@hans_denkt
@pop_popculture
@healthpolicybot
@ladybella20201

Top Tweeters in G6:
@uwewolff966
@gefrkamnitzer
@connyro_bln
@in_rol_0815
@beltschazzara
@markrudolph2701
@jurgenpresser
@frankaskaralius
@linhaar
@quizbold

Top Tweeters in G7:
@mbalter
@schneiderleonid
@hrw
@braincures
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@do_kinder

Top Tweeters in G8:
@melaniesdavis
@margbrennan
@crowdedhead
@nychealthsystem
@kindandunblind
@ashihipar
@facethenation
@epi_d_nique
@nychealthy
@drleanawen

Top Tweeters in G9:
@viralvideovlogs
@shachindrpandey
@nagalandbot
@bollynumbers
@temsutulaimsong
@airnews_kohima
@morungexpress05
@namak_kam_hain
@diabetesasiaorg
@pibkohima

Top Tweeters in G10:
@landaudaniel
@june26jasmine
@creation_2011
@mertinsk
@snowbootslove
@kremlten
@_evalein
@andrea95115861
@karlmladek
@linksfunk