#FlattenTheCurve, Twitter, 7/27/2020 10:36:28 PM, 231192


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#FlattenTheCurve_2020-07-27_01-06-14.xlsx
#FlattenTheCurve_2020-07-27_01-06-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2X38evz
@gretathunberg
@morethanmysle
@llabuda
@tidningsbud
@senbobcasey
@docassar
@realdonaldtrump
@healthdouglasco
@chef_lizette
@patriciakombo

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#coronavirus

Description:
Description
The graph represents a network of 5,258 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 Monday, 27 July 2020 at 08:09 UTC.

The requested start date was Monday, 27 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 4-day, 12-hour, 25-minute period from Tuesday, 21 July 2020 at 23:50 UTC to Sunday, 26 July 2020 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 : 5258
Unique Edges : 2011
Edges With Duplicates : 7977
Total Edges : 9988
Number of Edge Types : 5
Retweet : 3493
MentionsInRetweet : 3918
Tweet : 1166
Mentions : 1167
Replies to : 244
Self-Loops : 1210
Reciprocated Vertex Pair Ratio : 0.00716845878136201
Reciprocated Edge Ratio : 0.0142348754448399
Connected Components : 987
Single-Vertex Connected Components : 489
Maximum Vertices in a Connected Component : 1974
Maximum Edges in a Connected Component : 4066
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.653635
Graph Density : 0.00017282106713771
Modularity : 0.479835
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 5,258 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 Monday, 27 July 2020 at 08:09 UTC.

The requested start date was Monday, 27 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 4-day, 12-hour, 25-minute period from Tuesday, 21 July 2020 at 23:50 UTC to Sunday, 26 July 2020 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:
[10] https://carpha.org/What-We-Do/Public-Health/Novel-Coronavirus
[9] https://www.youtube.com/watch?v=Oc7YRHVTJh8&feature=youtu.be

[9] https://linktr.ee/stay6ftapart
[7] https://www.twitch.tv/boehser__onkel
[6] https://www.qualtrics.com/here-to-help/
[6] https://twitch.tv/taxigamingco
[5] https://www.twitch.tv/nezuryu
[5] https://www.nahb.org/coronavirus
[4] https://afluencer.com/
[4] https://www.worldometers.info/coronavirus/country/us/

Top URLs in Tweet in G2:
[4] https://mymasks.com/
[4] https://www.worldometers.info/coronavirus/country/us/
[3] http://www.covid.gov.pk
[3] https://590games.com/sm-FB
[2] http://www.cft.co.ke
[2] http://www.bedsider.org/where_to_get_it
[2] https://easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://sheffieldafrica.com/up-to-50-off-on-dish-washer/
[2] https://twitter.com/pitchingninja/status/1286436042506108934
[2] https://twitter.com/CNN/status/1286494655161536513

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230939
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230927
[1] https://twitter.com/davwain1/status/1285431914069884928?s=21
[1] https://twitter.com/davwain1/status/1285435253860040704?s=21
[1] https://twitter.com/davwain1/status/1284534522655264769?s=21
[1] https://twitter.com/davwain1/status/1285431914069884928

Top URLs in Tweet in G5:
[2] https://docs.google.com/spreadsheets/d/1T5Q1xnHFBFcsaVWTH2Flqe5i7Hp7CwfsWHWuwTZyi88/edit?usp=sharing
[1] https://twitter.com/mpesce/status/1286197260330573824
[1] https://twitter.com/adriandix/status/1286435930916573184
[1] https://news.gov.bc.ca/ministries/health
[1] https://twitter.com/selinarobinson/status/1286431595692318720
[1] https://twitter.com/bcgovnews/status/1286406491193462787

Top URLs in Tweet in G6:
[3] https://cdc.gov/
[1] https://www.wissports.net/news_article/show/1110971
[1] https://www.educationviews.org/if-covid-fatalities-were-90-2-lower-how-would-you-feel-about-schools-reopening/
[1] https://twitter.com/govmurphy/status/1287056704438509568
[1] https://twitter.com/FambroughAdv/status/1286054394736390145
[1] https://twitter.com/realDonaldTrump/status/1286021372070830084
[1] https://twitter.com/thehill/status/1286020941672153089
[1] https://twitter.com/GOP/status/1285952827051868161
[1] https://twitter.com/espn/status/1286439883226193923
[1] https://twitter.com/dist4coalition/status/1286468254291165186

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

Top URLs in Tweet in G9:
[2] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[1] https://www.ontario.ca/page/framework-reopening-our-province-stage-3
[1] https://twitter.com/bcgovnews/status/1285378961669685249
[1] https://ca.thrive.health/covid19/en?utm_source=hootsuite&utm_medium=twitter&utm_campaign=daily%20&utm_content=27dcf857-7157-4cb2-b7f1-06af045a60e6
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/canadas-reponse.html
[1] https://www.canada.ca/en/transport-canada/news/2020/05/the-government-of-canada-announces-new-measures-for-pleasure-craft-in-northern-communities.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2364] flattenthecurve
[1698] climatestrikeonline
[672] covid19
[257] coronavirus
[151] wearamask
[142] covid_19
[142] staysafe
[139] socialdistancing
[133] stayhome
[111] inthistogether



Top Hashtags in Tweet in G1:
[1688] climatestrikeonline
[39] fridaysforfuture
[38] stayathome
[38] flattenthecurve
[35] schoolstrike4climate
[13] climatejustice
[13] climateactionnow
[13] frackoffpse
[10] climatestrike
[10] climateemergency

Top Hashtags in Tweet in G2:
[614] flattenthecurve
[170] covid19
[84] coronavirus
[68] socialdistancing
[59] staysafe
[48] wearamask
[45] covid_19
[41] stayhome
[30] washyourhands
[28] stopthespread

Top Hashtags in Tweet in G3:
[2] flattenthecurve
[1] thankyoudrfauci
[1] climatestrikeonline
[1] trumpvirus

Top Hashtags in Tweet in G4:
[103] flattenthecurve
[91] inthistogether
[89] necovid19
[7] indiafightscorona
[7] stayhome
[7] coronavirus
[6] coronaupdatesindia
[6] staysafe
[6] drswatishow
[6] coronasedarona

Top Hashtags in Tweet in G5:
[56] flattenthecurve
[47] covid19
[11] canlab
[7] coronaupdate
[7] jacovid19
[7] jamaicatoday
[7] latestnews
[6] newnormal
[5] bcpoli
[5] inthistogether

Top Hashtags in Tweet in G6:
[54] flattenthecurve
[10] coronavirus
[9] besafetho
[8] stayhome
[7] covid19
[5] covid_19
[5] wearamask
[3] covid
[2] scamdemic
[2] ny

Top Hashtags in Tweet in G7:
[1] legalprofession
[1] flattenthecurve
[1] bullying
[1] harassment
[1] workplace
[1] law
[1] emplaw
[1] antiharassment
[1] antibullying
[1] endworkplaceabuse

Top Hashtags in Tweet in G8:
[54] maskup
[1] climatestrikeonline
[1] flattenthecurve
[1] covid19

Top Hashtags in Tweet in G9:
[52] flattenthecurve
[36] covid19
[18] thankyouthursday
[6] physicaldistancing
[5] pleasurecraft
[3] hamont
[2] stayhome
[2] canada
[1] bettertogether
[1] savelives

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[2364] #flattenthecurve
[1799] crisis
[1754] summer
[1740] keep
[1728] school
[1722] gretathunberg
[1715] doesn
[1710] go
[1706] week
[1698] #climatestrikeonline

Top Words in Tweet in G1:
[1768] crisis
[1718] gretathunberg
[1688] #climatestrikeonline
[1678] school
[1678] strike
[1678] week
[1667] climate
[1664] summer
[1654] doesn
[1654] go

Top Words in Tweet in G2:
[614] #flattenthecurve
[170] #covid19
[84] #coronavirus
[70] mask
[68] #socialdistancing
[62] covid
[59] #staysafe
[50] 19
[48] #wearamask
[47] cases

Top Words in Tweet in G3:
[204] dr
[204] fauci
[203] trump
[203] invited
[203] throw
[203] first
[203] pitch
[203] nationals
[203] game
[203] major

Top Words in Tweet in G4:
[103] #flattenthecurve
[91] #inthistogether
[89] #necovid19
[87] nedhhs
[74] healthdouglasco
[58] र
[55] क
[54] today
[52] doesn
[51] much

Top Words in Tweet in G5:
[96] cases
[81] many
[81] increase
[79] adriandix
[79] social
[77] community
[77] interactions
[77] summer
[76] transmission
[76] trend

Top Words in Tweet in G6:
[54] #flattenthecurve
[16] realdonaldtrump
[12] nygovcuomo
[12] more
[11] go
[10] #coronavirus
[9] day
[9] grab
[9] #besafetho
[8] days

Top Words in Tweet in G7:
[3] bolderesident
[3] keith_jebb
[3] dbetteracademia
[3] richardjparfitt
[3] dgurdasani1
[3] cici18480257
[3] carstensenpol
[3] runelinding
[2] braincures
[2] univer

Top Words in Tweet in G8:
[54] #maskup
[54] science
[54] speaks
[54] louder
[54] words
[54] wore
[54] mask
[54] yesterday
[54] today
[54] again

Top Words in Tweet in G9:
[52] #flattenthecurve
[36] #covid19
[33] efforts
[18] safety_canada
[18] thank
[18] healthcare
[18] frontline
[18] workers
[18] tireless
[18] #thankyouthursday

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1682] school,strike
[1669] strike,week
[1662] gretathunberg,school
[1659] climate,crisis
[1658] crisis,doesn
[1658] doesn,go
[1658] holiday,keep
[1658] keep,protesting
[1657] go,summer
[1657] summer,holiday

Top Word Pairs in Tweet in G1:
[1678] school,strike
[1665] strike,week
[1659] gretathunberg,school
[1654] climate,crisis
[1654] crisis,doesn
[1654] doesn,go
[1654] go,summer
[1654] summer,holiday
[1654] holiday,keep
[1654] keep,protesting

Top Word Pairs in Tweet in G2:
[45] covid,19
[35] #covid19,#flattenthecurve
[30] social,distancing
[24] wear,mask
[21] #covid19,#coronavirus
[20] #staysafe,#flattenthecurve
[16] face,mask
[16] #socialdistancing,#flattenthecurve
[16] #stopthespread,#flattenthecurve
[16] kids,bored

Top Word Pairs in Tweet in G3:
[204] dr,fauci
[203] fauci,trump
[203] trump,invited
[203] invited,throw
[203] throw,first
[203] first,pitch
[203] pitch,nationals
[203] nationals,game
[203] game,major
[203] major,league

Top Word Pairs in Tweet in G4:
[84] #necovid19,#inthistogether
[84] #flattenthecurve,#necovid19
[72] #inthistogether,nedhhs
[51] doesn,much
[51] much,easier
[51] easier,stop
[51] stop,today
[51] today,#flattenthecurve
[48] healthdouglasco,doesn
[40] nedhhs,omaha_scanne

Top Word Pairs in Tweet in G5:
[77] social,interactions
[76] many,cases
[76] cases,community
[76] community,transmission
[76] transmission,increase
[76] increase,social
[76] interactions,summer
[76] summer,trend
[76] trend,concern
[75] adriandix,many

Top Word Pairs in Tweet in G6:
[9] grab,go
[9] #besafetho,#flattenthecurve
[7] #flattenthecurve,#stayhome
[6] 15,days
[6] days,#flattenthecurve
[5] nygovcuomo,given
[5] given,little
[5] little,more
[5] more,life
[5] life,drink

Top Word Pairs in Tweet in G7:
[3] bolderesident,keith_jebb
[3] keith_jebb,dbetteracademia
[3] dbetteracademia,richardjparfitt
[3] richardjparfitt,dgurdasani1
[3] dgurdasani1,cici18480257
[3] cici18480257,carstensenpol
[3] carstensenpol,runelinding
[2] braincures,bolderesident
[2] runelinding,univer

Top Word Pairs in Tweet in G8:
[54] #maskup,science
[54] science,speaks
[54] speaks,louder
[54] louder,words
[54] words,wore
[54] wore,mask
[54] mask,yesterday
[54] yesterday,today
[54] today,again
[54] again,tomorrow

Top Word Pairs in Tweet in G9:
[18] thank,healthcare
[18] healthcare,frontline
[18] frontline,workers
[18] workers,tireless
[18] tireless,efforts
[18] efforts,#flattenthecurve
[18] #flattenthecurve,#covid19
[18] #covid19,#thankyouthursday
[17] safety_canada,thank
[14] initial,efforts

Top Replied-To
Top Replied-To in Entire Graph:
@nasa
@govrondesantis
@tb_times
@cnn
@pulte
@gretathunberg
@cdcgov
@nswhealth
@donaldjtrumpjr
@nygovcuomo

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G3:
@joncoopertweets

Top Replied-To in G4:
@matt03141981
@bingslnzp

Top Replied-To in G5:
@adriandix

Top Replied-To in G6:
@pulte
@nygovcuomo
@govmurphy
@billkristol
@caslernoel
@donwinslow
@zoey84334587
@dramerling
@1merica_jv
@realdonaldtrump

Top Replied-To in G7:
@bolderesident

Top Replied-To in G9:
@solutions_covid

Top Replied-To in G10:
@oddworld2020

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@morethanmysle
@nedhhs
@adriandix
@healthdouglasco
@gp_commsafety
@senbobcasey
@trafficfreeflow
@r2kcampaign

Top Mentioned in G1:
@gretathunberg
@patriciakombo
@solo_syn_
@luketucker_1
@travis4climate
@unep
@tukwa2
@beccastevensbsb
@wwf
@fridays4future

Top Mentioned in G2:
@ginger_exchange
@dontdogerms
@kidkool4u
@afdverbot2021
@wqbelle
@egmontinstitute
@beecoz3001
@cyfrastech
@easylivingfl
@brainbubbles_de

Top Mentioned in G3:
@morethanmysle
@gretathunberg

Top Mentioned in G4:
@nedhhs
@healthdouglasco
@unmccoph
@omaha_scanner
@dctreasurer
@omahafiredept
@omahapolice
@drswatishow
@dc

Top Mentioned in G5:
@adriandix
@mpesce
@cupw
@bobdeithmrm
@lanapopham
@jasosamd
@cityofkelowna
@bonniehenryclub
@firemammaau
@myjamaicatoday

Top Mentioned in G6:
@realdonaldtrump
@nygovcuomo
@locksmithbar
@nationals
@marklevinshow
@dbongino
@govmurphy
@davidwebbshow
@dramerling
@gtconway3d

Top Mentioned in G7:
@keith_jebb
@dbetteracademia
@richardjparfitt
@dgurdasani1
@cici18480257
@carstensenpol
@runelinding
@braincures
@bolderesident
@univer

Top Mentioned in G8:
@senbobcasey
@gretathunberg

Top Mentioned in G9:
@safety_canada
@cpho_canada
@transport_gc
@harjitsajjan
@filomenatassi

Top Mentioned in G10:
@mdomino07
@m0j0zwingz
@welshsprout
@trophicsoul
@kmawe_1951
@teddy275
@cokogay
@monabella01
@scott_5d
@irkenz

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@delta
@bkindngood
@homegypsy
@chrisbrey1
@thehill
@veram43395421

Top Tweeters in G1:
@gocoo_59
@gocoo
@jurylady5
@homegypsy
@chrisbrey1
@altai_armande
@wwf
@tigerbeat
@rnitsch
@domenico1oo777

Top Tweeters in G2:
@ladyboarder9669
@michaelmiguelce
@cabingoddess
@williamtincup
@thefabulousone
@shamznoor
@djdynamicnc
@nighthawk72
@24inmymind
@mrsayten

Top Tweeters in G3:
@wellness4you13
@spencz1997
@asmith702
@rodneyclaeys
@teckiegirl
@deansherrys
@ruthmkb
@rosiem1919
@npazderski
@damian_godden

Top Tweeters in G4:
@modifidbhaaarat
@news24tvchannel
@girlhusker84
@davwain1
@russ30327
@ccooke6685
@cletushusker
@singerlouise
@sapoliceservice
@sydalexmom

Top Tweeters in G5:
@suestroud
@mpesce
@john68richmond
@justmemarie2
@naattuvarthakal
@canageek
@bigtoes44
@djp1974
@rubin_angela
@unionwill

Top Tweeters in G6:
@miss_placed_
@sxdoc
@karleezysway
@gnwayland
@djtmentionsbot
@domnthecity
@soslocksmithdfw
@ddale8
@ityb_ho3zz
@tcxoo_

Top Tweeters in G7:
@flsatoday
@hrw
@proftimnoakes
@reddit
@theonion
@seis_matters
@bullyinguk
@andysiddiqi
@truthsayerodet1
@nayright12

Top Tweeters in G8:
@famouspixs
@wismiss3
@pamelapffarrow
@carmosteph
@nancycutlass
@ajwottrich
@convsys
@dgtaylor60
@bobmcw53
@jamessu19725318

Top Tweeters in G9:
@johangreg
@ksp_libs
@oasismountain
@4everanimalz1
@meeksvs
@gadflyquebec
@gingin21
@cameraguyrob
@quantifiedairpo
@emweeklyrpt

Top Tweeters in G10:
@riskalert
@numbers28
@paulandrosa1
@citizenpsych
@usuckdt
@sddnp
@sdr_medco
@nikkithegreen
@conniey98406708
@cheyennesmoon