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#FlattenTheCurve_2022-01-14_01-18-53.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/320zjFy
@frankfurtzack
@this0499154500
@vikingrohan
@joecool212
@potus
@dockimresists
@restorativeeduc
@carolyncannu
@maslowsneeds
@govkathyhochul

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#wearamask

Description:
Description
The graph represents a network of 1,931 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 Friday, 14 January 2022 at 09:22 UTC.

The requested start date was Friday, 14 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, 47-minute period from Friday, 31 December 2021 at 01:16 UTC to Thursday, 13 January 2022 at 12:04 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 : 1931
Unique Edges : 1033
Edges With Duplicates : 3054
Total Edges : 4087
Number of Edge Types : 5
Retweet : 989
MentionsInRetweet : 1108
Mentions : 875
Replies to : 252
Tweet : 863
Self-Loops : 877
Reciprocated Vertex Pair Ratio : 0.0085978835978836
Reciprocated Edge Ratio : 0.0170491803278689
Connected Components : 577
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 377
Maximum Edges in a Connected Component : 847
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.589983
Graph Density : 0.000409194945838689
Modularity : 0.412973
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,931 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 Friday, 14 January 2022 at 09:22 UTC.

The requested start date was Friday, 14 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, 47-minute period from Friday, 31 December 2021 at 01:16 UTC to Thursday, 13 January 2022 at 12:04 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:
[9] https://www.twitch.tv/nezuryu
[7] https://twitter.com/AliceDreger/status/1480710375200993287
[5] https://www.instagram.com/accounts/login/
[5] https://www.bbc.com/news/science-environment-59775105
[4] https://www.snohd.org/546/Local-Case-Counts
[4] https://twitter.com/edyong209/status/1479453586308444164
[4] https://laut.fm/
[3] https://twitter.com/alicedreger/status/1480710375200993287
[3] https://www.flattenthecurve.com/
[3] https://twitter.com/joshuapotash/status/1480194524534169600

Top URLs in Tweet in G1:
[4] https://twitter.com/edyong209/status/1479453586308444164
[4] https://twitter.com/AliceDreger/status/1480710375200993287
[3] https://twitter.com/joshuapotash/status/1480194524534169600
[2] https://www.egmontinstitute.be/publications/
[2] https://accordcontracting.com/news/social-distancing-renovations/?&utm_campaign=maitenance&utm_source=twitter&utm_medium=post
[2] https://twitter.com/alicedreger/status/1480710375200993287
[1] https://twitter.com/erictopol/status/1476610692987822080
[1] https://twitter.com/andreaweiching/status/1443166543177674752
[1] https://looma.pro/portfolio/art-of-quarantine/
[1] https://twitter.com/stalingrad_poor/status/1476950237285543938

Top URLs in Tweet in G2:
[1] https://twitter.com/FrankfurtZack/status/1480119917902970880?s=20
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269767

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/meenamil/status/1476729774596841475

Top URLs in Tweet in G6:
[1] https://twitter.com/juho2204/status/1480633199927734274
[1] https://twitter.com/FrauStahlhut/status/1479454169278857217
[1] https://open.spotify.com/track/5d6Z8HyGn8BFiScKlX3xta?si=iZ8r1kOhTNKse0kNTzIiOg&utm_source=copy-link
[1] https://twitter.com/florian_lahner/status/1476262604800679938

Top URLs in Tweet in G7:
[1] https://twitter.com/joshuapotash/status/1480707212528001025
[1] https://twitter.com/tonyleys/status/1478018359312715788
[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/huffpost/status/1480712736078241796
[1] https://twitter.com/neuroecology/status/1479432438896017409

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:
[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/ashishkjha/status/1481112132167028743
[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/nycjim/status/1478699798983229440
[1] https://twitter.com/ericuman/status/1477797496076357634
[1] https://twitter.com/deeptinyc/status/1477787963971055617

Top Domains
Top Domains in Tweet in Entire Graph:
[205] twitter.com
[18] swarmapp.com
[15] youtube.com
[10] scitechdaily.com
[9] twitch.tv
[5] instagram.com
[5] bbc.com
[5] laut.fm
[4] snohd.org
[4] wordpress.com

Top Domains in Tweet in G1:
[108] twitter.com
[4] wordpress.com
[2] egmontinstitute.be
[2] accordcontracting.com
[2] backatyou.com
[2] facebook.com
[1] looma.pro
[1] who.int
[1] youtube.com
[1] activegreenross.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] nodexlgraphgallery.org

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

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

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

Top Domains in Tweet in G7:
[13] twitter.com
[1] districtadministration.com
[1] medrxiv.org

Top Domains in Tweet in G8:
[2] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1769] flattenthecurve
[377] covid19
[254] togetherwecan
[227] wearamask
[154] nagalandagainstcovid
[146] leralla
[140] becovidwise
[118] nagaland
[96] covidsurge
[93] 2gplus



Top Hashtags in Tweet in G1:
[337] flattenthecurve
[71] covid19
[18] coronavirus
[18] stayhome
[17] omicron
[17] covid
[16] stayhomestaysafe
[15] stayathome
[12] stopthespread
[11] socialdistancing

Top Hashtags in Tweet in G2:
[81] expertenrat
[81] 2gplus
[63] flattenthecurve
[2] impfen
[2] omikron
[1] covid19
[1] wearamask
[1] togetherwecan
[1] leralla
[1] maskenpflicht

Top Hashtags in Tweet in G3:
[125] flattenthecurve
[9] 2gplus
[8] expertenrat
[1] 2gmussweg

Top Hashtags in Tweet in G4:
[96] covidsurge
[9] flattenthecurve
[5] vaccinemandates
[5] maskmandates
[5] lockdown22
[5] resistanceunited
[5] indoorlimits
[5] vaccinepassports
[4] getvaxxed
[4] getboosted

Top Hashtags in Tweet in G5:
[16] flattenthecurve
[12] protectthekids
[11] stopthespread
[10] remotelearning
[8] longcovidkids
[8] socialdistance
[6] safetyfirst
[5] covid19
[5] trustthescience
[5] remote

Top Hashtags in Tweet in G6:
[18] flattenthecurve
[1] impfenstattschimpfen
[1] impfenrettetleben
[1] schulschließungen
[1] impfen
[1] boostern
[1] impflicht
[1] 2gregel
[1] 2gplus
[1] lockdown

Top Hashtags in Tweet in G7:
[20] flattenthecurve
[9] stayhome
[7] omicron
[5] quietperiod
[3] healthcare
[3] hcw
[3] weinpublichealth
[3] maskstoo
[2] covidisairborne
[2] vaxplus

Top Hashtags in Tweet in G8:
[251] togetherwecan
[230] flattenthecurve
[178] covid19
[154] nagalandagainstcovid
[118] nagaland
[50] nagalandagainstcovid19
[16] covid
[6] unite2fightcorona
[3] largestvaccinedrive
[3] togetherwecam

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

Top Hashtags in Tweet in G10:
[27] flattenthecurve
[12] stopthespread
[11] omicron
[10] stayhome
[3] covid19
[2] longcovid
[2] maskupnyc
[1] cuomo22
[1] cuomocommunity
[1] forgottenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1769] #flattenthecurve
[466] station
[377] #covid19
[296] die
[267] train
[254] #togetherwecan
[248] stopping
[244] next
[234] 2022
[228] january

Top Words in Tweet in G1:
[337] #flattenthecurve
[71] #covid19
[24] covid
[24] curve
[21] stay
[19] die
[18] #coronavirus
[18] #stayhome
[18] home
[17] #omicron

Top Words in Tweet in G2:
[132] frankfurtzack
[132] die
[82] viel
[81] #expertenrat
[81] sicher
[81] sauber
[81] modelliert
[81] promille
[81] streckt
[81] #2gplus

Top Words in Tweet in G3:
[125] #flattenthecurve
[114] knapp
[114] zwei
[114] jahre
[114] schutz
[114] risikogruppen
[114] langsam
[114] 'betreuten'
[113] vikingrohan
[113] 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:
[16] #flattenthecurve
[12] #protectthekids
[11] #stopthespread
[10] #remotelearning
[8] #longcovidkids
[8] #socialdistance
[6] nycschools
[6] nycmayor
[6] #safetyfirst
[5] #covid19

Top Words in Tweet in G6:
[18] #flattenthecurve
[13] die
[7] karl_lauterbach
[4] senat_hamburg
[4] gibt
[3] gesundheit_hh
[3] mehr
[2] rki_de
[2] 12
[2] sonst

Top Words in Tweet in G7:
[20] #flattenthecurve
[9] #stayhome
[8] slow
[7] potus
[7] #omicron
[7] need
[6] carolyncannu
[5] #quietperiod
[4] speak
[4] think

Top Words in Tweet in G8:
[251] #togetherwecan
[230] #flattenthecurve
[227] january
[215] 2022
[178] #covid19
[157] status
[154] #nagalandagainstcovid
[145] healthnagaland
[131] #nagaland
[116] 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:
[27] #flattenthecurve
[12] #stopthespread
[11] #omicron
[10] #stayhome
[8] tomorrow
[8] outbreak
[7] slowly
[6] cool
[6] nyc
[6] shutting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[241] next,stopping
[241] stopping,station
[215] january,2022
[200] station,next
[145] #leralla,train
[140] #becovidwise,#flattenthecurve
[139] #wearamask,#becovidwise
[127] #flattenthecurve,#togetherwecan
[123] healthnagaland,#covid19
[116] bulletin,#nagaland

Top Word Pairs in Tweet in G1:
[31] #covid19,#flattenthecurve
[14] covid,19
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[10] flatten,curve

Top Word Pairs in Tweet in G2:
[81] #expertenrat,sicher
[81] sicher,sauber
[81] sauber,modelliert
[81] modelliert,viel
[81] viel,promille
[81] promille,streckt
[81] streckt,#2gplus
[81] #2gplus,gastronomie
[81] gastronomie,die
[80] frankfurtzack,#expertenrat

Top Word Pairs in Tweet in G3:
[114] knapp,zwei
[114] zwei,jahre
[114] jahre,#flattenthecurve
[114] #flattenthecurve,schutz
[114] schutz,risikogruppen
[114] risikogruppen,langsam
[114] langsam,'betreuten'
[113] vikingrohan,knapp
[113] 'betreuten',demokra
[8] frankfurtzack,#expertenrat

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:
[9] #stopthespread,#flattenthecurve
[5] #protectthekids,#longcovidkids
[5] #flattenthecurve,#trustthescience
[5] nychealthcommr,davechokshi
[4] #remotelearning,#remoteoptionnow
[4] #remoteoptionnow,#restoreremote
[4] #restoreremote,#distancelearning
[4] #distancelearning,#socialdistance
[4] #socialdistance,#stopthespread
[3] #remote,yonkersschools

Top Word Pairs in Tweet in G6:
[3] senat_hamburg,gesundheit_hh
[2] gesundheit_hh,#flattenthecurve
[2] die,frage
[2] die,welle

Top Word Pairs in Tweet in G7:
[8] #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 Word Pairs in Tweet in G8:
[215] january,2022
[127] #flattenthecurve,#togetherwecan
[123] healthnagaland,#covid19
[116] bulletin,#nagaland
[109] #nagaland,status
[92] fresh,positive
[77] #togetherwecan,#nagalandagainstcovid
[74] #togetherwecan,#flattenthecurve
[69] 19,bulletin
[66] 2022,dimapur

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:
[11] #stopthespread,#flattenthecurve
[10] #flattenthecurve,#omicron
[9] #stayhome,#stopthespread
[8] #omicron,outbreak
[6] nyc,slowly
[6] slowly,shutting
[6] shutting,down
[6] down,tomorrow
[6] tomorrow,#stayhome
[5] maslowsneeds,nyc

Top Replied-To
Top Replied-To in Entire Graph:
@govtimwalz
@sizemichael
@nataliegrams
@potus
@eddy_bernayz
@prof_freedom
@marklevinenyc
@elizashapiro
@frankfurtzack
@allisfreeforme

Top Replied-To in G2:
@nataliegrams
@frankfurtzack
@martinwaltherdd
@ecmokaragianni1
@jens_140081
@iannetts70

Top Replied-To in G3:
@eddy_bernayz
@mrsmertes

Top Replied-To in G4:
@dockimresists

Top Replied-To in G5:
@marklevinenyc
@morecaucusuft
@andypallotta
@nysut
@burketeegan
@mssarahmssarah
@nycmayor
@ericadamsfornyc
@disnazzio
@scottgottliebmd

Top Replied-To in G6:
@christianhelms
@senat_hamburg
@coronawarnapp
@cryptopashka
@sturmlliouville
@rki_de
@tluhh
@karl_lauterbach
@ginsig
@felixschneuwly

Top Replied-To in G7:
@potus
@jonlevybu
@austinisdsupt
@aisdparents
@vp

Top Replied-To in G10:
@elizashapiro
@kindandunblind
@drleanawen
@ashihipar
@danyshin
@aaiqbal
@govkathyhochul

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

Top Mentioned in G1:
@egmontinstitute
@nudder12
@autismepi
@ken_sugar
@70sbachchan
@45bestwords

Top Mentioned in G2:
@frankfurtzack
@vorsitzendernav
@nataliegrams
@vikingrohan
@joecool212
@potus
@chefofmembers
@timrealityde
@govkathyhochul
@maslowsneeds

Top Mentioned in G3:
@vikingrohan
@frankfurtzack
@gurtstock
@eddy_bernayz

Top Mentioned in G4:
@dockimresists
@justmom_ali
@thinkkimthink

Top Mentioned in G5:
@nycschools
@nycmayor
@nychealthcommr
@davechokshi
@uft
@nychealthy
@healthnygov
@yonkersschools
@newrochelleed
@westnyschools

Top Mentioned in G6:
@karl_lauterbach
@senat_hamburg
@gesundheit_hh
@c_drosten
@olafscholz
@kantorkel
@viertelnachvier
@rki_de
@bmg_bund
@rki_fuer_euch

Top Mentioned in G7:
@carolyncannu
@potus
@whitehouse
@vp
@whcos
@jomalleydillon
@cdcdirector
@surgeon_general
@secbecerra
@benwakana46

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

Top Mentioned in G9:
@andibabler

Top Mentioned in G10:
@maslowsneeds
@govkathyhochul
@joebiden
@kindandunblind
@ny4justice22
@andrewcuomo
@epi_d_nique
@avierkant
@anamardoll
@danyshin

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@viralvideovlogs
@dailymirror
@wally_wests
@carolmaewy
@wellness4you13
@ketaminh
@llama_strudel
@docrocktex26
@flugennock

Top Tweeters in G1:
@mquigley1963
@mariasammutmasc
@sampietro75
@chlosephine_
@fasnix
@hotleadenema
@ken_sugar
@greenfirehvac
@technosucks
@calichick777

Top Tweeters in G2:
@stoergroessem
@frankaskaralius
@iannetts70
@karlerbach
@nightralph
@mac_villain
@joerncarmaker
@jens_140081
@mrtaanderson
@chefofmembers

Top Tweeters in G3:
@bernd471
@hackenstad
@drehorgel123
@connyro_bln
@markrudolph2701
@hausfrau4ever
@wattwurm13
@tini68274439
@kytti70
@sunny_sommer

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

Top Tweeters in G5:
@nokidhungry
@disnazzio
@aftunion
@margbrennan
@crowdedhead
@distancelrnbot
@nychealthsystem
@nycgov
@nycmayorsoffice
@facethenation

Top Tweeters in G6:
@street_dogg
@sturmlliouville
@christianhelms
@felixschneuwly
@phikuro
@viertelnachvier
@buerger18
@c_pohlmann
@tluhh
@gruenebundestag

Top Tweeters in G7:
@delta
@happyhexer
@karenju62258050
@pop_popculture
@healthpolicybot
@nasa
@cdcgov
@dsoq
@austinisd
@christen_rexing

Top Tweeters in G8:
@viralvideovlogs
@shachindrpandey
@nagalandbot
@bollynumbers
@temsutulaimsong
@airnews_kohima
@morungexpress05
@pibkohima
@outbreak_india
@sashiwapang

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

Top Tweeters in G10:
@wellness4you13
@march4progress
@perdidostschool
@bledwine
@melaniesdavis
@shera_persists
@maslowsneeds
@kindandunblind
@ashihipar
@donnademaria1