#FlattenTheCurve, Twitter, 7/4/2020 9:47:08 PM, 230222


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#FlattenTheCurve_2020-07-04_02-49-21.xlsx
#FlattenTheCurve_2020-07-04_02-49-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 04, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2Cap97K
@gretathunberg
@judgeclayj
@tmhensley1
@naattuvarthakal
@capublichealth
@cal_oes
@gavinnewsom
@cagovernor
@pepperoceanna
@collegegrit

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#ubi
#coronavirus

Description:
Description
The graph represents a network of 5,184 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 Saturday, 04 July 2020 at 09:50 UTC.

The requested start date was Saturday, 04 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 20-hour, 33-minute period from Monday, 29 June 2020 at 15:37 UTC to Friday, 03 July 2020 at 12:11 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 : 5184
Unique Edges : 2270
Edges With Duplicates : 7389
Total Edges : 9659
Number of Edge Types : 5
Tweet : 1362
Retweet : 3210
MentionsInRetweet : 3642
Mentions : 1129
Replies to : 316
Self-Loops : 1414
Reciprocated Vertex Pair Ratio : 0.00723208415516108
Reciprocated Edge Ratio : 0.0143603133159269
Connected Components : 1147
Single-Vertex Connected Components : 579
Maximum Vertices in a Connected Component : 2020
Maximum Edges in a Connected Component : 4293
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.65345
Graph Density : 0.000171054229996927
Modularity : 0.506092
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,184 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 Saturday, 04 July 2020 at 09:50 UTC.

The requested start date was Saturday, 04 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 20-hour, 33-minute period from Monday, 29 June 2020 at 15:37 UTC to Friday, 03 July 2020 at 12:11 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:
[25] https://twitter.com/JENFL23/status/1278372110038114305
[14] https://twitter.com/PepperOceanna/status/1278373040083132417
[10] https://www.youtube.com/watch?v=1DJwV7FTcrs&feature=youtu.be

[6] https://twitter.com/justHrista/status/1278385813634482176
[6] https://www.rivcoph.org/coronavirus
[5] https://www.youtube.com/watch?v=7nFutY4-Tig&feature=youtu.be

[5] https://twitter.com/jenfl23/status/1278372110038114305
[5] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[5] https://protectingimmigrantfamilies.org/take-action/
[5] http://howmuchrisk.com/2020/06/28/cases-steady-deaths-down/

Top URLs in Tweet in G2:
[6] https://twitter.com/JENFL23/status/1278372110038114305
[5] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[4] https://groco.com/COMPANY/COVID-19-RESOURCE-CENTER/
[4] http://www.covid.gov.pk
[3] https://twitter.com/GavinNewsom/status/1278061880896978945
[3] https://twitter.com/justHrista/status/1278385813634482176
[3] https://590games.com/sm-FB
[3] https://twitter.com/jenfl23/status/1278372110038114305
[3] http://mystylespot.net/psychologists-to-public-heres-how-to-stop-touching-your-face-flattenthecurve/
[3] https://www.cdc.gov/coronavirus/2019-ncov/index.html?CVSCommunityToolkit

Top URLs in Tweet in G3:
[19] https://twitter.com/JENFL23/status/1278372110038114305
[9] https://twitter.com/PepperOceanna/status/1278373040083132417
[3] https://twitter.com/justhrista/status/1278385813634482176
[2] https://twitter.com/jenfl23/status/1278372110038114305
[1] https://www.startribune.com/american-airlines-will-book-flights-to-full-capacity/571504512/
[1] https://twitter.com/kittygomechan/status/1278482725272530947

Top URLs in Tweet in G4:
[1] https://twitter.com/zev_dr/status/1277621823337902081
[1] https://twitter.com/davwain1/status/1278749574656659457?s=21
[1] https://twitter.com/betoorourke/status/1276607428663095296?s=21
[1] https://twitter.com/davwain1/status/1278102715676180482?s=21
[1] https://www.pharmaceutical-technology.com/news/coronavirus-a-timeline-of-how-the-deadly-outbreak-evolved/
[1] https://twitter.com/patricksvitek/status/1278785543501942785
[1] https://stjoseph.stlukeshealth.org/healthy-resources/blogs/staying-safe-in-public-5-covid-19-tips-you-cant-miss
[1] https://twitter.com/Twitter/status/1278763679421431809
[1] https://twitter.com/gopleader/status/1278766685374251008
[1] https://twitter.com/ASlavitt/status/1278481796087320577

Top URLs in Tweet in G5:
[1] https://twitter.com/judgeclayj/status/1278759781587718144
[1] https://www.instagram.com/accounts/login/?next=/p/CCD9WVNHIYG/%3Figshid%3D1e3f2tc7rlefd

Top URLs in Tweet in G6:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230063

Top URLs in Tweet in G8:
[1] https://npgeo-corona-npgeo-de.hub.arcgis.com/datasets/dd4580c810204019a7b8eb3e0b329dd6_0
[1] https://twitter.com/elvira_rosert/status/1277889897664307202

Top Domains
Top Domains in Tweet in Entire Graph:
[340] twitter.com
[103] instagram.com
[53] youtube.com
[7] rivcoph.org
[7] nytimes.com
[7] cdc.gov
[7] apple.news
[6] washingtonpost.com
[5] flooringdirecttexas.com
[5] wduv.com

Top Domains in Tweet in G2:
[161] twitter.com
[55] instagram.com
[18] youtube.com
[5] blogspot.com
[5] flooringdirecttexas.com
[4] cdc.gov
[4] groco.com
[4] gov.pk
[3] apple.news
[3] cnbc.com

Top Domains in Tweet in G3:
[34] twitter.com
[1] startribune.com

Top Domains in Tweet in G4:
[11] twitter.com
[2] stlukeshealth.org
[1] pharmaceutical-technology.com
[1] cnn.com
[1] youtube.com
[1] chron.com
[1] msnbc.com
[1] forbes.com
[1] theguardian.com

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

Top Domains in Tweet in G6:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[1] arcgis.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3331] flattenthecurve
[942] climatestrikeonline
[832] covid19
[431] ubi
[321] coronavirus
[242] wearamask
[209] socialdistancing
[175] stayhome
[159] stayathome
[128] covid_19



Top Hashtags in Tweet in G1:
[917] climatestrikeonline
[41] flattenthecurve
[38] stayathome
[38] fridaysforfuture
[36] schoolstrike4climate
[8] climatecrisis
[4] co2
[4] hr763
[3] buildbackbetter
[2] actonclimate

Top Hashtags in Tweet in G2:
[722] flattenthecurve
[186] covid19
[102] coronavirus
[78] wearamask
[69] socialdistancing
[43] staysafe
[34] covidー19
[30] covid
[30] stayhome
[29] covid_19

Top Hashtags in Tweet in G3:
[452] flattenthecurve
[406] ubi
[45] wearamask
[20] covid19
[2] heroesact
[1] pua
[1] staytfhome

Top Hashtags in Tweet in G4:
[92] flattenthecurve
[12] wearamask
[12] covid19
[11] slowthespread
[7] covid
[6] eu
[5] abbottfailedtexas
[5] covidー19
[5] coronavirus
[5] pandemic

Top Hashtags in Tweet in G5:
[63] covid19
[29] flattenthecurve
[5] wearamask
[1] climatestrikeonline
[1] stayhomesavelives
[1] stayhomestaysafe
[1] crashthecurve
[1] savealife
[1] flattenthehair
[1] stayathome

Top Hashtags in Tweet in G6:
[103] flattenthecurve
[94] inthistogether
[49] necovid19
[39] covideducation
[11] omaha
[3] asthma
[3] southoprobs
[3] cleanair
[2] mavspirit
[2] everyoneforomaha

Top Hashtags in Tweet in G7:
[152] flattenthecurve
[90] gautengcovid19
[23] socialdistancing
[18] covid19sa
[15] pienaarspoort
[14] preparationforserviceresumption
[13] togetherwecanbeatcorona
[10] limitedservice
[10] protectingmeprotectingyou
[10] nomasknoentry

Top Hashtags in Tweet in G8:
[47] flattenthecurve
[33] corona
[2] bildungabersicher
[1] maskeauf

Top Hashtags in Tweet in G9:
[49] flattenthecurve
[48] keepitclean
[1] winwithinfinetix
[1] stayathome
[1] stayhomesavelives

Top Hashtags in Tweet in G10:
[71] educationnotforsale
[71] defendph
[71] atinangpinas
[71] goodgov
[71] landrightsjusticepeace
[71] savesanroque
[71] saveourschools
[1] flattenthecurve
[1] raisethebar
[1] tulonghindikulong

Top Words
Top Words in Tweet in Entire Graph:
[3329] #flattenthecurve
[985] school
[984] keep
[968] go
[956] doesn
[951] week
[942] #climatestrikeonline
[931] strike
[926] gretathunberg
[906] summer

Top Words in Tweet in G1:
[919] gretathunberg
[917] school
[917] strike
[917] week
[917] #climatestrikeonline
[880] 98
[880] climate
[880] crisis
[880] doesn
[880] go

Top Words in Tweet in G2:
[721] #flattenthecurve
[186] #covid19
[102] #coronavirus
[78] #wearamask
[73] mask
[69] #socialdistancing
[63] covid
[59] 19
[57] cases
[56] wear

Top Words in Tweet in G3:
[452] #flattenthecurve
[407] pass
[406] #ubi
[405] quickest
[405] way
[371] jenfl23
[45] #wearamask
[28] lives
[28] pepperoceanna
[26] trump

Top Words in Tweet in G4:
[92] #flattenthecurve
[27] realdonaldtrump
[21] states
[18] govabbott
[14] going
[14] time
[13] down
[12] #wearamask
[12] #covid19
[11] #slowthespread

Top Words in Tweet in G5:
[103] judgeclayj
[70] family
[63] #covid19
[49] texas
[48] doesn
[47] re
[47] seeing
[47] significant
[47] growth
[47] throughout

Top Words in Tweet in G6:
[103] #flattenthecurve
[94] #inthistogether
[53] healthdouglasco
[52] help
[49] #necovid19
[46] nedhhs
[45] masks
[42] unmc
[41] stop
[39] face

Top Words in Tweet in G7:
[152] #flattenthecurve
[90] #gautengcovid19
[66] gp_commsafety
[37] metrorailgp
[35] covid
[35] 19
[31] pretoria
[23] spread
[23] mask
[23] #socialdistancing

Top Words in Tweet in G8:
[47] #flattenthecurve
[45] kindern
[43] elvira_rosert
[43] altersgruppe
[43] 14
[43] achtung
[43] achse
[43] 000
[43] daten
[43] rki

Top Words in Tweet in G9:
[51] plush_za
[49] #flattenthecurve
[48] #keepitclean
[6] marknaidoo1
[3] cazker1
[3] brandonpierre16
[3] bluespicey
[3] ncuthwa90
[3] palesamenong1
[3] sashabierman

Top Words in Tweet in G10:
[71] #educationnotforsale
[71] #defendph
[71] #atinangpinas
[71] #goodgov
[71] #landrightsjusticepeace
[71] #savesanroque
[71] #saveourschools
[70] sarahelago
[70] #flattenthecurv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[930] school,strike
[928] strike,week
[918] gretathunberg,school
[884] week,98
[884] 98,climate
[884] climate,crisis
[884] crisis,doesn
[884] doesn,go
[884] go,summer
[884] summer,holiday

Top Word Pairs in Tweet in G1:
[917] school,strike
[917] strike,week
[913] gretathunberg,school
[880] week,98
[880] 98,climate
[880] climate,crisis
[880] crisis,doesn
[880] doesn,go
[880] go,summer
[880] summer,holiday

Top Word Pairs in Tweet in G2:
[51] covid,19
[36] #covid19,#flattenthecurve
[33] wear,mask
[30] social,distancing
[22] #wearamask,#flattenthecurve
[21] #covid19,#coronavirus
[18] #flattenthecurve,#socialdistancing
[17] #flattenthecurve,#covid19
[16] #coronavirus,#flattenthecurve
[16] together,#flattenthecurve

Top Word Pairs in Tweet in G3:
[405] quickest,way
[405] way,#flattenthecurve
[405] #flattenthecurve,pass
[404] #ubi,quickest
[328] jenfl23,#ubi
[44] #wearamask,#flattenthecurve
[28] pepperoceanna,#ubi
[26] trump,saying
[26] saying,#wearamask
[26] #flattenthecurve,many

Top Word Pairs in Tweet in G4:
[10] realdonaldtrump,going
[10] going,shut
[10] shut,states
[10] states,down
[10] down,again
[10] again,states
[10] states,first
[10] first,time
[10] time,#flattenthecurve
[9] tomshafshafer,realdonaldtrump

Top Word Pairs in Tweet in G5:
[47] re,seeing
[47] seeing,significant
[47] significant,growth
[47] growth,throughout
[47] throughout,tx
[47] tx,north
[47] north,texas
[47] texas,number
[47] number,#covid19
[47] #covid19,cases

Top Word Pairs in Tweet in G6:
[48] #flattenthecurve,#inthistogether
[42] #necovid19,#inthistogether
[39] face,masks
[39] masks,101
[39] 101,ways
[39] ways,help
[39] help,stop
[39] stop,spread
[39] spread,covid19
[39] covid19,#covideducation

Top Word Pairs in Tweet in G7:
[90] #gautengcovid19,#flattenthecurve
[35] covid,19
[15] #pienaarspoort,pretoria
[15] gp_commsafety,covid
[12] #preparationforserviceresumption,#flattenthecurve
[11] spread,covid
[11] minster,transport
[11] transport,koedoespoort
[11] koedoespoort,station
[11] station,#preparationforserviceresumption

Top Word Pairs in Tweet in G8:
[43] altersgruppe,14
[43] 14,achtung
[43] achtung,achse
[43] achse,000
[43] 000,#flattenthecurve
[43] #flattenthecurve,kindern
[43] kindern,daten
[43] daten,rki
[42] elvira_rosert,altersgruppe
[33] schlimme,bilder

Top Word Pairs in Tweet in G9:
[46] #flattenthecurve,#keepitclean
[34] plush_za,#flattenthecurve
[3] plush_za,brandonpierre16
[3] brandonpierre16,bluespicey
[3] bluespicey,ncuthwa90
[3] ncuthwa90,palesamenong1
[3] palesamenong1,sashabierman
[3] sashabierman,jolpoppy34
[3] jolpoppy34,trevor91006414
[3] trevor91006414,nishywezsyd

Top Word Pairs in Tweet in G10:
[71] #educationnotforsale,#defendph
[71] #defendph,#atinangpinas
[71] #atinangpinas,#goodgov
[71] #goodgov,#landrightsjusticepeace
[71] #landrightsjusticepeace,#savesanroque
[71] #savesanroque,#saveourschools
[70] sarahelago,#educationnotforsale
[70] #saveourschools,#flattenthecurv

Top Replied-To
Top Replied-To in Entire Graph:
@plush_za
@realdonaldtrump
@gavinnewsom
@senatemajldr
@rki_de
@nygovcuomo
@marcorubio
@cnn
@roseanndemoro
@judgeclayj

Top Replied-To in G1:
@gretathunberg
@gkbutterfield
@repdavideprice

Top Replied-To in G2:
@admedical
@compyear9

Top Replied-To in G3:
@gopleader

Top Replied-To in G4:
@realdonaldtrump
@senatemajldr
@fcn2go
@repandybiggsaz
@twitter
@randpaul
@ron_nirenberg
@govabbott
@hellenerobins
@222eureka

Top Replied-To in G5:
@judgeclayj
@gregabbott_tx

Top Replied-To in G8:
@elvira_rosert

Top Replied-To in G9:
@plush_za
@infinetix

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@jenfl23
@judgeclayj
@sarahelago
@docrocktex26
@gp_commsafety
@cristingoodwin
@healthdouglasco
@nedhhs
@unmc

Top Mentioned in G1:
@gretathunberg
@usaparents
@ccltriangle
@repdavideprice
@gkbutterfield

Top Mentioned in G2:
@flooringdirectx
@ginger_exchange
@kathycordayusa
@ccpartnerslaw
@the_x_assist
@greganswers
@ken_sugar
@joeyberry2020

Top Mentioned in G3:
@jenfl23
@pepperoceanna
@justhrista
@kittygomechan
@stephaniegladd4
@epetronac
@mabelpines710
@thechrissalazar
@shanitaisfunny
@gopleader

Top Mentioned in G4:
@realdonaldtrump
@govabbott
@govrondesantis
@tomshafshafer
@danpatrick
@michaelrapaport
@vp
@rondesantisfl
@gregabbott_tx
@cfbronco

Top Mentioned in G5:
@judgeclayj
@sylvesterturner
@gretathunberg
@gregabbott_tx
@claycooleyvw
@mixbooth

Top Mentioned in G6:
@healthdouglasco
@nedhhs
@unmc
@omaha_scanner
@unmccoph
@omahapolice
@omahafiredept
@mudomahane
@om
@nebraskamed

Top Mentioned in G7:
@gp_commsafety
@metrorailgp
@capetowntrains
@mbalulafikile
@sebokengh
@kwarakekana
@westrandhealth
@pholosongh

Top Mentioned in G8:
@elvira_rosert
@mmittermeier
@eduardrosert

Top Mentioned in G9:
@marknaidoo1
@plush_za
@cazker1
@brandonpierre16
@bluespicey
@ncuthwa90
@palesamenong1
@sashabierman
@jolpoppy34
@trevor91006414

Top Mentioned in G10:
@sarahelago

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@jojokejohn
@huskorkut
@lindaleeking
@monicasloves
@drdaveanddee
@davepperlmutter
@jilliemary
@homegypsy
@kenkircher1

Top Tweeters in G1:
@blanketcrap
@tigerbeat
@domenico1oo777
@darrellpmwest
@jmhamiltonblog
@allan_wrestle
@richrake
@moritzbhg
@joshollegien
@itvana9tdbmjmyk

Top Tweeters in G2:
@ladyboarder9669
@inglamwetrust
@michaelmiguelce
@peculiarbaptist
@trumpy303
@atlsportsnut_20
@twitwittyval
@taurusangel26
@joseph_santoro
@divasmind

Top Tweeters in G3:
@drdaveanddee
@ajgma
@godandthebear
@capatosta122
@march4progress
@solon594bce
@truthtotweet
@mattzemek
@jjmccabe2
@agski48

Top Tweeters in G4:
@jorge_c_ny
@dcexaminer
@therealzanetta
@foxnews
@ponytail122
@fcn2go
@wjxt4
@forbes
@cbcnews
@davwain1

Top Tweeters in G5:
@lisakbromley
@knight201701
@fox26houston
@lonestarmomcom
@jackhutton
@rosemariebrown3
@ebscbwi
@eileenforblue
@bluangel54
@rudy31681017

Top Tweeters in G6:
@stbluvoter
@jeremyhl
@slobotski
@nebraskasower
@om
@dtucker4218
@omaha_scanner
@unomaha
@laramoritzkmbc
@intlmav

Top Tweeters in G7:
@sevhic_
@capetowntrains
@maggsnaidu
@anneleonardpta
@jannaqua_
@joy_wa_afrika
@gtp_traffstats
@samsonmashiane
@aya_jokazi
@movinggauteng

Top Tweeters in G8:
@tilhemwell
@euphoriceuler
@michael_kunz
@happycarobinz1
@bastet_4711
@gastonstuttgart
@monstropolis
@wenig_worte
@lobbyfa
@platonstochter

Top Tweeters in G9:
@kglenyora
@marknaidoo1
@cazker1
@nishywezsyd
@dimakatsos05
@brandonpierre16
@sashabierman
@precious_pulley
@explorerlabs
@gram82

Top Tweeters in G10:
@jepskiiee
@jan_michael_yap
@zemarosm
@kayeguuu
@lonelouve
@tansamantha_
@franklybrutal
@bnanafsh
@dischloesure
@drichgatbunton


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