#FlattenTheCurve, Twitter, 1/20/2022 1:18:24 PM, 270342


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#FlattenTheCurve_2022-01-20_03-08-29.xlsx
#FlattenTheCurve_2022-01-20_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/32kaGDY
@frankfurtzack
@this0499154500
@vikingrohan
@publizistikon
@karl_lauterbach
@potus
@prof_freedom
@totalgesund
@matieuklee
@maslowsneeds

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#wearamask

Description:
Description
The graph represents a network of 2,608 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 Thursday, 20 January 2022 at 11:13 UTC.

The requested start date was Thursday, 20 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, 9-hour, 51-minute period from Thursday, 06 January 2022 at 02:23 UTC to Wednesday, 19 January 2022 at 12:15 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 : 2608
Unique Edges : 993
Edges With Duplicates : 4877
Total Edges : 5870
Number of Edge Types : 5
Retweet : 1934
MentionsInRetweet : 2068
Tweet : 831
Mentions : 802
Replies to : 235
Self-Loops : 847
Reciprocated Vertex Pair Ratio : 0.00513039760581445
Reciprocated Edge Ratio : 0.0102084219481072
Connected Components : 497
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 1195
Maximum Edges in a Connected Component : 2698
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.983264
Graph Density : 0.000345783296975345
Modularity : 0.392915
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,608 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 Thursday, 20 January 2022 at 11:13 UTC.

The requested start date was Thursday, 20 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, 9-hour, 51-minute period from Thursday, 06 January 2022 at 02:23 UTC to Wednesday, 19 January 2022 at 12:15 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:
[8] https://www.twitch.tv/nezuryu
[7] https://twitter.com/AliceDreger/status/1480710375200993287
[5] https://www.instagram.com/accounts/login/
[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://twitter.com/alicedreger/status/1480710375200993287

Top URLs in Tweet in G1:
[1] https://twitter.com/Nomine_Justitae/status/1483116127404367875
[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
[3] https://www.instagram.com/accounts/login/
[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/BlueFlash87/status/1478851472116924418
[1] https://twitter.com/MarMarHusky/status/1478924636339515392

Top URLs in Tweet in G4:
[1] https://www.washingtonpost.com/health/2022/01/10/covid-hospitalized-omicron/
[1] https://twitter.com/metcouncilnews/status/1482114289691471874
[1] https://www.cnn.com/2022/01/12/americas/quebec-vaccine-mandate-intl/index.html

Top URLs in Tweet in G5:
[1] https://twitter.com/_donalphonso/status/1483527859620753408

Top URLs in Tweet in G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270250
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269767
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270191
[1] https://twitter.com/neuroecology/status/1479432438896017409
[1] https://twitter.com/timesofindia/status/1483415277266419716
[1] https://twitter.com/edyong209/status/1479452484322144260
[1] https://twitter.com/anamardoll/status/1478867384450568192
[1] https://twitter.com/jeannierocket/status/1480915402683207687
[1] https://twitter.com/juho2204/status/1480633199927734274

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

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

Top URLs in Tweet in G10:
[1] https://twitter.com/DrTomori/status/1479459974095028235
[1] https://twitter.com/DrTomori/status/1479278203277565955
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[175] twitter.com
[18] youtube.com
[17] swarmapp.com
[10] scitechdaily.com
[8] twitch.tv
[5] instagram.com
[5] corona-impftermin-mv.de
[5] laut.fm
[4] nodexlgraphgallery.org
[4] facebook.com

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

Top Domains in Tweet in G2:
[88] twitter.com
[17] swarmapp.com
[4] egmontinstitute.be
[4] wordpress.com
[3] instagram.com
[3] facebook.com
[2] accordcontracting.com
[2] youtube.com
[2] blogspot.com
[1] ufhealth.org

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

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

Top Domains in Tweet in G6:
[7] twitter.com
[4] nodexlgraphgallery.org

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

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

Top Domains in Tweet in G10:
[12] twitter.com
[1] cdc.gov
[1] 3m.com
[1] medrxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1861] flattenthecurve
[378] covid19
[253] togetherwecan
[170] wearamask
[138] nagalandagainstcovid
[110] nagaland
[105] 2gplus
[97] covidsurge
[91] coronakrise
[89] expertenrat



Top Hashtags in Tweet in G1:
[118] flattenthecurve
[84] 2gplus
[74] expertenrat
[1] omikron
[1] publichealth
[1] staysafestayhealthy
[1] flattenthefitness
[1] nocovid
[1] pandemiederungeimpften

Top Hashtags in Tweet in G2:
[323] flattenthecurve
[78] covid19
[22] stayhome
[20] coronavirus
[18] stayhomestaysafe
[17] omicron
[16] staynotathome
[15] stayathome
[14] covid
[13] stopthespread

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

Top Hashtags in Tweet in G4:
[97] covidsurge
[18] flattenthecurve
[6] resistanceunited
[5] wearamask
[5] vaccinemandates
[5] maskmandates
[5] lockdown22
[5] indoorlimits
[5] vaccinepassports
[4] getvaxxed

Top Hashtags in Tweet in G5:
[114] flattenthecurve
[91] coronakrise
[8] 2gplus
[6] expertenrat
[2] italien
[2] omikron
[2] inzidenz
[1] intensivstationen
[1] freedomday

Top Hashtags in Tweet in G6:
[41] flattenthecurve
[5] covid19
[4] togetherwecan
[4] wearamask
[3] 2gplus
[2] lockdown
[1] leralla
[1] expertenrat
[1] omikronwand
[1] oddeven

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:
[248] togetherwecan
[242] flattenthecurve
[197] covid19
[138] nagalandagainstcovid
[110] nagaland
[44] 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:
[20] flattenthecurve
[10] stayhome
[9] omicron
[5] quietperiod
[3] weinpublichealth
[3] maskstoo
[3] healthcare
[3] hcw
[2] covidisairborne
[2] vaxplus

Top Words
Top Words in Tweet in Entire Graph:
[1861] #flattenthecurve
[999] frankfurtzack
[783] man
[781] wieder
[770] tests
[768] tag
[766] geld
[764] guten
[764] morgen
[762] gerstern

Top Words in Tweet in G1:
[899] frankfurtzack
[711] tag
[710] geld
[710] tests
[707] wieder
[706] guten
[706] morgen
[706] gerstern
[706] man
[706] welches

Top Words in Tweet in G2:
[323] #flattenthecurve
[78] #covid19
[26] zwerenberg
[24] curve
[24] die
[22] #stayhome
[21] covid
[21] stay
[20] #coronavirus
[18] #stayhomestaysafe

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:
[99] dockimresists
[97] heart
[97] breaks
[97] healthcare
[97] workers
[97] families
[97] dealing
[97] latest
[97] #covidsurge
[97] please

Top Words in Tweet in G5:
[114] #flattenthecurve
[93] überhaupt
[93] mehr
[91] gibt
[91] #coronakrise
[91] keine
[91] zielmarken
[91] stand
[91] anfang
[91] später

Top Words in Tweet in G6:
[41] #flattenthecurve
[24] die
[11] prof_freedom
[9] frankfurtzack
[7] karl_lauterbach
[6] man
[5] #covid19
[5] nächsten
[5] wochen
[5] entscheidend

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:
[259] january
[256] 2022
[248] #togetherwecan
[242] #flattenthecurve
[197] #covid19
[167] healthnagaland
[159] status
[138] #nagalandagainstcovid
[119] #nagaland
[108] 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:
[20] #flattenthecurve
[10] #stayhome
[9] #omicron
[8] slow
[6] potus
[6] carolyncannu
[5] need
[5] #quietperiod
[4] prevention
[4] health

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

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

Top Word Pairs in Tweet in G2:
[38] #covid19,#flattenthecurve
[16] #flattenthecurve,#staynotathome
[13] covid,19
[13] walking,runde
[13] runde,zwerenberg
[13] schwarzwald,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use

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:
[97] heart,breaks
[97] breaks,healthcare
[97] healthcare,workers
[97] workers,families
[97] families,dealing
[97] dealing,latest
[97] latest,#covidsurge
[97] #covidsurge,please
[97] please,civic
[96] dockimresists,heart

Top Word Pairs in Tweet in G5:
[92] mehr,#flattenthecurve
[91] gibt,#coronakrise
[91] #coronakrise,überhaupt
[91] überhaupt,keine
[91] keine,zielmarken
[91] zielmarken,mehr
[91] #flattenthecurve,stand
[91] stand,anfang
[91] anfang,später
[91] später,jeder

Top Word Pairs in Tweet in G6:
[5] die,nächsten
[5] nächsten,wochen
[5] fixed,#flattenthecurve
[4] #flattenthecurve,nodexl
[4] nodexl,frankfurtzack
[4] top,hashtags
[4] hashtags,#flattenthecurve
[4] #flattenthecurve,#covid19
[4] prof_freedom,stets
[4] stets,die

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:
[253] january,2022
[139] healthnagaland,#covid19
[130] #flattenthecurve,#togetherwecan
[108] bulletin,#nagaland
[106] fresh,positive
[102] #nagaland,status
[92] 2022,dimapur
[74] #togetherwecan,#flattenthecurve
[64] 19,bulletin
[61] #togetherwecan,#nagalandagainstcovid

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:
[9] #stayhome,#flattenthecurve
[4] speak,think
[4] think,need
[4] need,#quietperiod
[4] #quietperiod,slow
[4] slow,spread
[4] spread,slow
[4] slow,down
[4] down,large
[4] large,gatherings

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

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

Top Replied-To in G3:
@nataliegrams
@eddy_bernayz

Top Replied-To in G4:
@dockimresists

Top Replied-To in G6:
@argonerd
@prof_freedom
@neuro24de
@austinisdsupt
@theotherphilipp
@muka_taulant
@ianmsc
@coronawarnapp
@danyshin
@rki_de

Top Replied-To in G7:
@dgurdasani1

Top Replied-To in G10:
@gewaltig
@jonlevybu
@potus

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

Top Mentioned in G1:
@frankfurtzack
@dehoga_bv
@nataliegrams

Top Mentioned in G2:
@egmontinstitute
@duanepaulmurph
@autismepi
@ken_sugar
@70sbachchan
@45bestwords
@0xbecker

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

Top Mentioned in G4:
@dockimresists
@justmom_ali
@lelenapeacock
@sinclairlewis18
@thinkkimthink
@denise_dewald

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

Top Mentioned in G6:
@frankfurtzack
@prof_freedom
@karl_lauterbach
@vikingrohan
@joecool212
@potus
@this0499154500
@carolyncannu
@govkathyhochul
@botwochen

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
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G9:
@andibabler

Top Mentioned in G10:
@carolyncannu
@potus
@cdcgov
@vp
@whitehouse
@governortomwolf
@phillymayor
@projectn95
@whcos
@jomalleydillon

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@viralvideovlogs
@lizditz
@wally_wests
@carolmaewy
@wellness4you13
@ketaminh
@llama_strudel
@nakesha_horsey
@illathhassan

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
@juniperlilacs
@falkwussow
@lelei

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:
@wellness4you13
@buntewelt1966
@shera_persists
@hans_denkt
@margbrennan
@maslowsneeds
@ladybella20201
@crowdedhead
@velofisch
@apearlbird

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:
@delta
@happyhexer
@karenju62258050
@pop_popculture
@healthpolicybot
@cdcgov
@dsoq
@christen_rexing
@cdcdirector
@governortomwolf


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