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#FlattenTheCurve_2022-01-13_03-08-29.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3zY5qlU
@this0499154500
@vikingrohan
@frankfurtzack
@joecool212
@potus
@restorativeeduc
@carolyncannu
@dockimresists
@maslowsneeds
@pop_popculture

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

Description:
Description
The graph represents a network of 1,879 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, 13 January 2022 at 11:11 UTC.

The requested start date was Thursday, 13 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, 11-hour, 14-minute period from Thursday, 30 December 2021 at 01:03 UTC to Wednesday, 12 January 2022 at 12:17 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 : 1879
Unique Edges : 1005
Edges With Duplicates : 2918
Total Edges : 3923
Number of Edge Types : 5
Tweet : 856
Retweet : 936
MentionsInRetweet : 1059
Replies to : 245
Mentions : 827
Self-Loops : 869
Reciprocated Vertex Pair Ratio : 0.00759144237405107
Reciprocated Edge Ratio : 0.0150684931506849
Connected Components : 579
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 337
Maximum Edges in a Connected Component : 799
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.597633
Graph Density : 0.000413742836722907
Modularity : 0.416156
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,879 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, 13 January 2022 at 11:11 UTC.

The requested start date was Thursday, 13 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, 11-hour, 14-minute period from Thursday, 30 December 2021 at 01:03 UTC to Wednesday, 12 January 2022 at 12:17 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/VincentRK/status/1476592904244244483
[1] https://twitter.com/LiberalDogMom/status/1476370438653906944
[1] https://twitter.com/mannfrauundco/status/1476565585890791429
[1] https://twitter.com/chrisbhaynes/status/1476694196970872832

Top URLs in Tweet in G3:
[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.washingtonpost.com/health/2022/01/10/covid-hospitalized-omicron/

Top URLs in Tweet in G5:
[1] https://twitter.com/meenamil/status/1476729774596841475
[1] https://twitter.com/nathanmackbrown/status/1476340607509581828

Top URLs in Tweet in G6:
[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 G7:
[1] https://twitter.com/puls24news/status/1480605688975998981

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

Top URLs in Tweet in G9:
[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 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/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
[1] https://twitter.com/DanClarkReports/status/1478035419212177414

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

Top Domains in Tweet in G1:
[107] twitter.com
[9] scitechdaily.com
[4] wordpress.com
[3] washingtonpost.com
[2] egmontinstitute.be
[2] accordcontracting.com
[2] backatyou.com
[2] facebook.com
[1] looma.pro
[1] who.int

Top Domains in Tweet in G3:
[1] twitter.com
[1] nodexlgraphgallery.org

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

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

Top Domains in Tweet in G6:
[13] twitter.com
[1] districtadministration.com
[1] medrxiv.org

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1683] flattenthecurve
[382] covid19
[240] togetherwecan
[230] wearamask
[152] leralla
[142] nagalandagainstcovid
[140] becovidwise
[114] nagaland
[93] 2gplus
[90] covidsurge



Top Hashtags in Tweet in G1:
[326] flattenthecurve
[64] covid19
[25] omicron
[24] coronavirus
[19] covid
[18] stayhome
[15] stayhomestaysafe
[15] stayathome
[14] covid_19
[14] stopthespread

Top Hashtags in Tweet in G2:
[116] flattenthecurve
[6] 2gplus
[5] expertenrat
[1] 2gmussweg

Top Hashtags in Tweet in G3:
[84] expertenrat
[84] 2gplus
[12] flattenthecurve
[7] impfen
[7] omikron
[1] covid19
[1] wearamask
[1] togetherwecan
[1] leralla
[1] maskenpflicht

Top Hashtags in Tweet in G4:
[90] covidsurge
[3] flattenthecurve
[3] getvaxxed
[3] getboosted
[3] wearamask

Top Hashtags in Tweet in G5:
[17] 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:
[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 G7:
[1] allestunwasunsmöglichist
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[238] togetherwecan
[213] flattenthecurve
[168] covid19
[142] nagalandagainstcovid
[114] nagaland
[51] nagalandagainstcovid19
[14] covid
[3] largestvaccinedrive
[3] togetherwecam

Top Hashtags in Tweet in G9:
[9] flattenthecurve
[1] impfenstattschimpfen
[1] impfenrettetleben
[1] schulschließungen
[1] impfen
[1] boostern
[1] lockdown
[1] lockerungen
[1] gegendiewand
[1] durchseuchung

Top Hashtags in Tweet in G10:
[24] 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:
[1683] #flattenthecurve
[457] station
[382] #covid19
[262] train
[253] die
[244] stopping
[240] #togetherwecan
[240] next
[230] #wearamask
[211] 2022

Top Words in Tweet in G1:
[326] #flattenthecurve
[64] #covid19
[25] #omicron
[24] #coronavirus
[23] stay
[20] die
[20] curve
[20] covid
[19] #covid
[19] help

Top Words in Tweet in G2:
[116] #flattenthecurve
[111] knapp
[111] zwei
[111] jahre
[111] schutz
[111] risikogruppen
[111] langsam
[111] 'betreuten'
[110] vikingrohan
[110] demokra

Top Words in Tweet in G3:
[86] frankfurtzack
[85] die
[84] #expertenrat
[84] sicher
[84] sauber
[84] modelliert
[84] viel
[84] promille
[84] streckt
[84] #2gplus

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

Top Words in Tweet in G5:
[17] #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:
[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 G7:
[36] bäumen
[36] kinder
[36] pädagoginnen
[36] unserer
[36] kraft
[36] gegen
[36] virus
[36] nehmen
[35] andibabler

Top Words in Tweet in G8:
[238] #togetherwecan
[213] #flattenthecurve
[203] january
[191] 2022
[168] #covid19
[151] status
[142] #nagalandagainstcovid
[134] healthnagaland
[127] #nagaland
[112] bulletin

Top Words in Tweet in G9:
[12] die
[9] #flattenthecurve
[5] karl_lauterbach
[2] senat_hamburg
[2] gibt
[2] frage
[2] olafscholz
[2] welle

Top Words in Tweet in G10:
[24] #flattenthecurve
[12] #stopthespread
[11] #omicron
[10] #stayhome
[8] tomorrow
[8] outbreak
[7] slowly
[6] nyc
[6] shutting
[6] down

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[237] next,stopping
[237] stopping,station
[196] station,next
[191] january,2022
[151] #leralla,train
[140] #becovidwise,#flattenthecurve
[139] #wearamask,#becovidwise
[124] #flattenthecurve,#togetherwecan
[117] healthnagaland,#covid19
[115] zwei,jahre

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

Top Word Pairs in Tweet in G2:
[111] knapp,zwei
[111] zwei,jahre
[111] jahre,#flattenthecurve
[111] #flattenthecurve,schutz
[111] schutz,risikogruppen
[111] risikogruppen,langsam
[111] langsam,'betreuten'
[110] vikingrohan,knapp
[110] 'betreuten',demokra
[5] frankfurtzack,#expertenrat

Top Word Pairs in Tweet in G3:
[84] #expertenrat,sicher
[84] sicher,sauber
[84] sauber,modelliert
[84] modelliert,viel
[84] viel,promille
[84] promille,streckt
[84] streckt,#2gplus
[84] #2gplus,gastronomie
[84] gastronomie,die
[83] frankfurtzack,#expertenrat

Top Word Pairs in Tweet in G4:
[90] heart,breaks
[90] breaks,healthcare
[90] healthcare,workers
[90] workers,families
[90] families,dealing
[90] dealing,latest
[90] latest,#covidsurge
[90] #covidsurge,please
[90] please,civic
[89] 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:
[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 G7:
[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 G8:
[191] january,2022
[124] #flattenthecurve,#togetherwecan
[117] healthnagaland,#covid19
[112] bulletin,#nagaland
[105] #nagaland,status
[88] fresh,positive
[76] #togetherwecan,#nagalandagainstcovid
[69] 19,bulletin
[63] #togetherwecan,#flattenthecurve
[62] covid,19

Top Word Pairs in Tweet in G9:
[2] die,frage
[2] die,welle

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:
@sizemichael
@potus
@eddy_bernayz
@prof_freedom
@marklevinenyc
@elizashapiro
@frankfurtzack
@allisfreeforme
@troyvegas58
@govtimwalz

Top Replied-To in G2:
@eddy_bernayz
@mrsmertes

Top Replied-To in G3:
@frankfurtzack
@martinwaltherdd
@ecmokaragianni1
@jens_140081

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:
@potus
@jonlevybu
@austinisdsupt
@aisdparents
@vp

Top Replied-To in G9:
@cryptopashka
@sturmlliouville
@tluhh
@karl_lauterbach
@ginsig
@felixschneuwly
@dorokenneweg
@cthulhcc

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

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

Top Mentioned in G1:
@egmontinstitute
@nudder12
@autismepi
@ken_sugar

Top Mentioned in G2:
@vikingrohan
@frankfurtzack
@gurtstock
@eddy_bernayz

Top Mentioned in G3:
@frankfurtzack
@vorsitzendernav
@vikingrohan
@joecool212
@potus
@chefofmembers
@timrealityde
@govkathyhochul
@maslowsneeds
@danyshin

Top Mentioned in G4:
@dockimresists
@thinkkimthink

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

Top Mentioned in G6:
@carolyncannu
@potus
@whitehouse
@vp
@whcos
@jomalleydillon
@cdcdirector
@surgeon_general
@secbecerra
@benwakana46

Top Mentioned in G7:
@andibabler

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

Top Mentioned in G9:
@karl_lauterbach
@senat_hamburg
@olafscholz
@andibabler
@ompwashington
@heutejournal
@alain_berset
@gdk_cds
@ignaziocassis
@regsprecher

Top Mentioned in G10:
@maslowsneeds
@joebiden
@govkathyhochul
@andrewcuomo
@avierkant
@anamardoll
@danyshin
@kindandunblind
@drleanawen
@potus

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

Top Tweeters in G1:
@mquigley1963
@susandanzig219
@mariasammutmasc
@sampietro75
@chlosephine_
@fasnix
@cpvdar23
@hotleadenema
@ken_sugar
@greenfirehvac

Top Tweeters in G2:
@bernd471
@hackenstad
@drehorgel123
@connyro_bln
@markrudolph2701
@hausfrau4ever
@wattwurm13
@kytti70
@sunny_sommer
@uransoft

Top Tweeters in G3:
@tini68274439
@stoergroessem
@karlerbach
@nightralph
@cnikolajew
@joerncarmaker
@jens_140081
@th61
@chefofmembers
@klarsichten

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:
@delta
@happyhexer
@karenju62258050
@pop_popculture
@healthpolicybot
@nasa
@cdcgov
@dsoq
@austinisd
@christen_rexing

Top Tweeters in G7:
@landaudaniel
@june26jasmine
@creation_2011
@mertinsk
@snowbootslove
@kremlten
@_evalein
@andrea95115861
@karlmladek
@linksfunk

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

Top Tweeters in G9:
@sturmlliouville
@felixschneuwly
@tluhh
@gruenebundestag
@spdbt
@stefang28161638
@regsprecher
@cthulhcc
@fdpbt
@heutejournal

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