#FlattenTheCurve, Twitter, 1/19/2022 9:27:33 AM, 270271


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#FlattenTheCurve_2022-01-19_01-04-01.xlsx
#FlattenTheCurve_2022-01-19_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3fADr2f
@frankfurtzack
@vikingrohan
@this0499154500
@publizistikon
@totalgesund
@karl_lauterbach
@potus
@prof_freedom
@govkathyhochul
@carolyncannu

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#wearamask

Description:
Description
The graph represents a network of 2,617 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, 19 January 2022 at 09:06 UTC.

The requested start date was Wednesday, 19 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, 10-hour, 30-minute period from Wednesday, 05 January 2022 at 01:06 UTC to Tuesday, 18 January 2022 at 11:36 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 : 2617
Unique Edges : 984
Edges With Duplicates : 4802
Total Edges : 5786
Number of Edge Types : 5
Retweet : 1901
MentionsInRetweet : 2040
Replies to : 236
Mentions : 786
Tweet : 823
Self-Loops : 837
Reciprocated Vertex Pair Ratio : 0.00514359194170596
Reciprocated Edge Ratio : 0.0102345415778252
Connected Components : 509
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 1153
Maximum Edges in a Connected Component : 2595
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.884657
Graph Density : 0.000342532184879154
Modularity : 0.398756
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,617 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, 19 January 2022 at 09:06 UTC.

The requested start date was Wednesday, 19 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, 10-hour, 30-minute period from Wednesday, 05 January 2022 at 01:06 UTC to Tuesday, 18 January 2022 at 11:36 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:
[9] https://www.twitch.tv/nezuryu
[7] https://twitter.com/AliceDreger/status/1480710375200993287
[5] 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/MatiH_ID/status/1478533244500992002
[1] https://twitter.com/Craig_A_Spencer/status/1478217081959108614
[1] https://www.youtube.com/watch?v=4dSqZqHUD5g&feature=youtu.be


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 G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270191
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269767
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270138
[1] https://twitter.com/neuroecology/status/1479432438896017409
[1] https://twitter.com/DrTomori/status/1479459974095028235
[1] https://twitter.com/DrTomori/status/1479278203277565955
[1] https://twitter.com/nycjim/status/1478699798983229440
[1] https://twitter.com/Artsy_Marxist/status/1478266521868668928
[1] https://twitter.com/jeannierocket/status/1480915402683207687
[1] https://twitter.com/edyong209/status/1479452484322144260

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

Top URLs in Tweet in G8:
[2] https://twitter.com/libshipwreck/status/1478371548369235968

Top URLs in Tweet in G9:
[1] https://twitter.com/puls24news/status/1480605688975998981

Top URLs in Tweet in G10:
[1] https://twitter.com/BobD187/status/1481569801378177024

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

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

Top Domains in Tweet in G2:
[89] 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 G6:
[18] twitter.com
[3] 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:
[2] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1850] flattenthecurve
[355] covid19
[237] togetherwecan
[209] wearamask
[137] nagalandagainstcovid
[104] leralla
[104] nagaland
[104] becovidwise
[96] covidsurge
[92] 2gplus



Top Hashtags in Tweet in G1:
[116] flattenthecurve
[74] expertenrat
[74] 2gplus
[1] publichealth
[1] staysafestayhealthy
[1] flattenthefitness
[1] nocovid
[1] pandemiederungeimpften

Top Hashtags in Tweet in G2:
[305] flattenthecurve
[78] covid19
[21] stayhome
[20] coronavirus
[18] stayhomestaysafe
[16] omicron
[15] stayathome
[14] covid
[13] socialdistancing
[12] stopthespread

Top Hashtags in Tweet in G3:
[123] flattenthecurve
[6] 2gplus
[5] expertenrat
[1] 2gmussweg

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:
[111] flattenthecurve
[89] coronakrise
[6] expertenrat
[6] 2gplus

Top Hashtags in Tweet in G6:
[47] flattenthecurve
[10] stayhome
[9] omicron
[5] covid19
[5] quietperiod
[3] togetherwecan
[3] wearamask
[3] weinpublichealth
[3] maskstoo
[3] healthcare

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:
[233] togetherwecan
[230] flattenthecurve
[182] covid19
[137] nagalandagainstcovid
[104] nagaland
[39] nagalandagainstcovid19
[26] covid
[7] unite2fightcorona
[5] australia
[4] largestvaccinedrive

Top Hashtags in Tweet in G9:
[1] allestunwasunsmöglichist
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[30] flattenthecurve
[21] australia

Top Words
Top Words in Tweet in Entire Graph:
[1850] #flattenthecurve
[982] frankfurtzack
[777] man
[777] wieder
[767] tests
[765] tag
[763] geld
[760] guten
[760] morgen
[759] gerstern

Top Words in Tweet in G1:
[890] frankfurtzack
[712] tag
[711] geld
[711] tests
[708] wieder
[707] guten
[707] morgen
[707] gerstern
[707] man
[707] welches

Top Words in Tweet in G2:
[305] #flattenthecurve
[78] #covid19
[23] curve
[23] stay
[21] covid
[21] #stayhome
[20] #coronavirus
[19] die
[18] #stayhomestaysafe
[16] #omicron

Top Words in Tweet in G3:
[123] #flattenthecurve
[108] zwei
[103] knapp
[103] jahre
[103] schutz
[103] risikogruppen
[103] langsam
[103] 'betreuten'
[102] vikingrohan
[102] 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:
[111] #flattenthecurve
[90] mehr
[89] gibt
[89] #coronakrise
[89] überhaupt
[89] keine
[89] zielmarken
[89] stand
[89] anfang
[89] später

Top Words in Tweet in G6:
[47] #flattenthecurve
[15] die
[10] potus
[10] prof_freedom
[10] #stayhome
[9] #omicron
[8] carolyncannu
[8] slow
[7] frankfurtzack
[7] need

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:
[240] january
[233] 2022
[233] #togetherwecan
[230] #flattenthecurve
[182] #covid19
[148] healthnagaland
[148] status
[137] #nagalandagainstcovid
[113] #nagaland
[102] bulletin

Top Words in Tweet in G9:
[36] bäumen
[36] kinder
[36] pädagoginnen
[36] unserer
[36] kraft
[36] gegen
[36] virus
[36] nehmen
[35] andibabler

Top Words in Tweet in G10:
[30] #flattenthecurve
[29] drelidavid
[21] congratulation
[21] #australia
[21] thanks
[21] vaccine
[21] managed
[20] el_justicierooo
[6] blueflash87

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

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

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

Top Word Pairs in Tweet in G3:
[103] knapp,zwei
[103] zwei,jahre
[103] jahre,#flattenthecurve
[103] #flattenthecurve,schutz
[103] schutz,risikogruppen
[103] risikogruppen,langsam
[103] langsam,'betreuten'
[102] vikingrohan,knapp
[102] 'betreuten',demokra
[22] 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:
[89] gibt,#coronakrise
[89] #coronakrise,überhaupt
[89] überhaupt,keine
[89] keine,zielmarken
[89] zielmarken,mehr
[89] mehr,#flattenthecurve
[89] #flattenthecurve,stand
[89] stand,anfang
[89] anfang,später
[89] später,jeder

Top Word Pairs in Tweet in G6:
[8] #stayhome,#flattenthecurve
[5] die,nächsten
[5] nächsten,wochen
[5] fixed,#flattenthecurve
[4] prof_freedom,stets
[4] stets,die
[4] wochen,die
[4] die,entscheidend
[4] entscheidend,lässt
[4] lässt,jede

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:
[233] january,2022
[122] healthnagaland,#covid19
[121] #flattenthecurve,#togetherwecan
[102] bulletin,#nagaland
[97] #nagaland,status
[95] fresh,positive
[82] 2022,dimapur
[73] #togetherwecan,#flattenthecurve
[61] #togetherwecan,#nagalandagainstcovid
[60] 19,bulletin

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[21] drelidavid,congratulation
[21] congratulation,#australia
[21] #australia,thanks
[21] thanks,vaccine
[21] vaccine,managed
[21] managed,#flattenthecurve
[20] el_justicierooo,drelidavid
[8] drelidavid,#flattenthecurve
[6] blueflash87,drelidavid

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

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 G6:
@argonerd
@prof_freedom
@austinisdsupt
@potus
@jonlevybu
@theotherphilipp
@muka_taulant
@ianmsc
@danyshin
@orwell2022

Top Replied-To in G7:
@dgurdasani1

Top Replied-To in G10:
@drelidavid

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

Top Mentioned in G1:
@frankfurtzack
@nataliegrams

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

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

Top Mentioned in G4:
@dockimresists
@justmom_ali
@thinkkimthink

Top Mentioned in G5:
@publizistikon
@frankfurtzack
@vikingrohan
@siegfried_mayer

Top Mentioned in G6:
@potus
@prof_freedom
@carolyncannu
@frankfurtzack
@cdcgov
@vikingrohan
@joecool212
@govkathyhochul
@botwochen
@joebiden

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

Top Mentioned in G8:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G9:
@andibabler

Top Mentioned in G10:
@drelidavid
@el_justicierooo
@blueflash87

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
@duanepaulmurph
@lelenapeacock
@juniperlilacs
@falkwussow

Top Tweeters in G3:
@bernd471
@drehorgel123
@hausfrau4ever
@wattwurm13
@kytti70
@sunny_sommer
@uransoft
@123lenchen
@tschitshi1
@milkrun

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

Top Tweeters in G5:
@uwewolff966
@hackenstad
@gefrkamnitzer
@connyro_bln
@arrtrad
@in_rol_0815
@beltschazzara
@markrudolph2701
@jurgenpresser
@tini68274439

Top Tweeters in G6:
@delta
@wellness4you13
@buntewelt1966
@shera_persists
@happyhexer
@karenju62258050
@hans_denkt
@pop_popculture
@healthpolicybot
@maslowsneeds

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

Top Tweeters in G8:
@viralvideovlogs
@shachindrpandey
@nagalandbot
@bollynumbers
@temsutulaimsong
@airnews_kohima
@morungexpress05
@namak_kam_hain
@diabetesasiaorg
@pibkohima

Top Tweeters in G9:
@landaudaniel
@june26jasmine
@creation_2011
@mertinsk
@snowbootslove
@kremlten
@_evalein
@andrea95115861
@karlmladek
@linksfunk

Top Tweeters in G10:
@abbavitch
@castellanoskin3
@cuiladron
@mitjakravanja
@jedi4justice
@miami_fl786
@stamsters
@nalan121
@ajuk29
@rx170


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