#FlattenTheCurve, Twitter, 5/31/2020 5:12:19 PM, 228573


FAQ | Problem?

#FlattenTheCurve_2020-05-31_00-53-19.xlsx
#FlattenTheCurve_2020-05-31_00-53-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2XSpi7o
@gretathunberg
@docassar
@jnjglobalhealth
@gp_commsafety
@mrgeoffreycole1
@pam_sands
@whatisfreedom2
@ellenmadrid4
@realdonaldtrump
@healthdouglasco

Top hashtags:
#flattenthecurve
#covid19
#coronavirus

Description:
Description
The graph represents a network of 4,992 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 Sunday, 31 May 2020 at 07:54 UTC.

The requested start date was Sunday, 31 May 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 2-day, 16-hour, 29-minute period from Tuesday, 26 May 2020 at 19:44 UTC to Friday, 29 May 2020 at 12:13 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 : 4992
Unique Edges : 2380
Edges With Duplicates : 7344
Total Edges : 9724
Number of Edge Types : 5
Retweet : 3108
MentionsInRetweet : 3666
Mentions : 1180
Tweet : 1560
Replies to : 210
Self-Loops : 1653
Reciprocated Vertex Pair Ratio : 0.0141311547803047
Reciprocated Edge Ratio : 0.0278684955366863
Connected Components : 1182
Single-Vertex Connected Components : 538
Maximum Vertices in a Connected Component : 992
Maximum Edges in a Connected Component : 2276
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.270539
Graph Density : 0.0001843462463203
Modularity : 0.506498
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,992 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 Sunday, 31 May 2020 at 07:54 UTC.

The requested start date was Sunday, 31 May 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 2-day, 16-hour, 29-minute period from Tuesday, 26 May 2020 at 19:44 UTC to Friday, 29 May 2020 at 12:13 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:
[125] http://hotpagenews.com
[15] https://www.youtube.com/watch?v=wzyal1GhM0k&feature=youtu.be

[14] https://www.youtube.com/watch?v=wpfAIL89D5g&feature=youtu.be

[14] https://www.youtube.com/watch?v=REMHGHg8ehs&feature=youtu.be

[10] https://twitter.com/andreasdotorg/status/1265018869166440448
[9] https://www.qualtrics.com/here-to-help/
[7] https://carpha.org/What-We-Do/Public-Health/Novel-Coronavirus
[6] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[6] https://www.youtube.com/watch?v=XMJ0EmMfb3U&feature=youtu.be

[5] https://www.youtube.com/watch?v=Ua6meLlYJdY


Top URLs in Tweet in G1:
[6] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[4] https://streamlabs.com/doggerry/p/home/
[3] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[3] http://mystylespot.net/psychologists-to-public-heres-how-to-stop-touching-your-face-flattenthecurve/
[3] https://www.demographie-netzwerk.de/aktuelles/e-learning-von-a-bis-z/
[2] https://teespring.com/shop/social-distancing-specialist
[2] https://invite.gg/Bolt2434
[2] https://www.youtube.com/watch?v=DYkIKU_PcBc&feature=youtu.be

[2] https://www.youtube.com/watch?v=Lvy7rVnxoqw&list=PLYFwDiUVun5rW1zIcWDRInyhw2iFRLeCE

[2] https://www.aviationrfi.com

Top URLs in Tweet in G2:
[1] https://twitter.com/dcexaminer/status/1265315659925184513

Top URLs in Tweet in G3:
[1] https://twitter.com/RRITools/status/1264826170723438594?s=20

Top URLs in Tweet in G6:
[1] https://twitter.com/realDonaldTrump/status/1266041589455077381
[1] https://www.bnd.com/opinion/article241444331.html
[1] https://swimswam.com/maryland-northern-virginia-richmond-pools-can-reopen-friday/
[1] https://swimswam.com/nations-capital-swim-club-lays-out-reopening-operating-procedures/
[1] https://swimswam.com/scottsdale-aquatic-club-reopening-plan-includes-assigned-color-coded-areas/
[1] https://www.cbsnews.com/amp/news/flattening-the-curve-coronavirus-graph-social-distancing-self-quarantine-no-large-events-covid-19/
[1] https://twitter.com/tsn_says/status/1265738150418223109
[1] https://twitter.com/1Chance2020/status/1265433546472079360
[1] https://twitter.com/RealJamesWoods/status/1265343473919488001

Top URLs in Tweet in G7:
[9] https://twitter.com/andreasdotorg/status/1265018869166440448
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228359
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228364

Top URLs in Tweet in G8:
[1] http://bit.ly/MeloDeanWilliams
[1] https://www.youtube.com/watch?v=2XSTkWC8ocU&feature=youtu.be


Top URLs in Tweet in G9:
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[2] https://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[1] https://twitter.com/GatesAfrica/status/1266290432125931520
[1] https://twitter.com/Amref_Worldwide/status/1265656409829629953
[1] https://twitter.com/NjoroDr/status/1266286934701166592
[1] https://twitter.com/pvalenzuelam/status/1265799252573388802
[1] https://twitter.com/BizFightsCorona/status/1263020833389363200
[1] https://m.youtube.com/watch?v=xVyO5O6tLZkdspt
[1] https://pdfs.semanticscholar.org/6ccb/c79d1304aa4bd91acd36121546fb76a9d693.pdf

Top URLs in Tweet in G10:
[1] https://twitter.com/iashuhere/status/1266204412143448064
[1] https://twitter.com/Bhitey/status/1265316498534367237
[1] https://twitter.com/CSE_FSSM_UP/status/1265507412469067776
[1] https://twitter.com/CSE_FSSM_UP/status/1265147992119664640
[1] https://twitter.com/shivalijainer/status/1265571596078637072?s=19
[1] https://twitter.com/SensitivityFree/status/1264422687398432768?s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[250] hotpagenews.com
[231] twitter.com
[97] youtube.com
[93] instagram.com
[19] linkedin.com
[17] co.za
[11] org.za
[9] qualtrics.com
[9] burdawtg.com
[8] facebook.com

Top Domains in Tweet in G1:
[76] twitter.com
[67] instagram.com
[17] youtube.com
[8] linkedin.com
[6] co.za
[6] flooringdirecttexas.com
[4] shuttout.com
[4] streamlabs.com
[3] facebook.com
[3] arcgis.com

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

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

Top Domains in Tweet in G6:
[4] twitter.com
[3] swimswam.com
[1] bnd.com
[1] cbsnews.com

Top Domains in Tweet in G7:
[9] twitter.com
[4] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[1] bit.ly
[1] youtube.com

Top Domains in Tweet in G9:
[5] twitter.com
[2] arcgis.com
[2] ctvnews.ca
[1] youtube.com
[1] semanticscholar.org

Top Domains in Tweet in G10:
[6] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3225] flattenthecurve
[1266] covid19
[525] coronavirus
[488] socialdistancing
[393] stayathome
[287] climatestrikeonline
[283] fridaysforfuture
[272] schoolstrike4climate
[270] stayhome
[185] pandemic



Top Hashtags in Tweet in G1:
[663] flattenthecurve
[186] covid19
[85] stayhome
[80] socialdistancing
[76] coronavirus
[63] staysafe
[40] covid_19
[27] stopthespread
[25] stayathome
[18] quarantine

Top Hashtags in Tweet in G2:
[1] flattenthecurve
[1] tuesdaymotivation
[1] openamericanow

Top Hashtags in Tweet in G3:
[284] climatestrikeonline
[280] fridaysforfuture
[279] stayathome
[271] flattenthecurve
[270] schoolstrike4climate
[6] climatechange
[3] spring
[3] covid19
[3] fridayforfuture
[3] climateaction

Top Hashtags in Tweet in G4:
[273] covid19
[2] flattenthecurve
[1] backthefrontline
[1] jnj
[1] climatestrikeonline
[1] stayathome
[1] fridaysforfuture
[1] schoolstrike4climate

Top Hashtags in Tweet in G5:
[169] flattenthecurve
[164] gautengcovid19
[10] covid19
[3] covid_19
[1] staysafesavelife
[1] level3restrictions
[1] level3
[1] okaemolao
[1] encouragethespread
[1] backtoschool

Top Hashtags in Tweet in G6:
[39] flattenthecurve
[7] resisters
[6] trump
[6] covid
[6] election2020
[5] coronavirus
[3] covid19
[3] trumpdeathtoll100k
[3] biden2020
[2] covidsafe

Top Hashtags in Tweet in G7:
[70] flattenthecurve
[37] necovid19
[20] stayhomeomaha
[4] covid19
[2] asthma
[2] southoprobs
[2] cleanair
[2] mavspirit
[2] everyoneforomaha
[2] unomaha

Top Hashtags in Tweet in G8:
[2] flattenthecurve
[1] covid19
[1] firstrespondersfirst

Top Hashtags in Tweet in G9:
[31] flattenthecurve
[14] covid19africa
[13] covid19pandemic
[6] covid19
[4] frontliners
[3] russiahospitalkisumu
[2] covid19ke
[2] komeshacorona
[2] kabul
[2] unfccc

Top Hashtags in Tweet in G10:
[16] flattenthecurve
[16] bethehero
[13] physicaldistancing
[11] covid
[10] washyourhands
[9] stopthespread
[7] karnatakafightscorona
[5] covid19
[5] prevention
[5] cure

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[663] #flattenthecurve
[186] #covid19
[85] #stayhome
[80] #socialdistancing
[76] #coronavirus
[63] #staysafe
[57] help
[54] home
[54] covid
[49] 19

Top Words in Tweet in G2:
[380] absolutely
[380] true
[380] dems
[380] playbook
[380] win
[380] election
[380] think
[380] working
[380] people
[380] lives

Top Words in Tweet in G3:
[284] #climatestrikeonline
[281] week
[280] #fridaysforfuture
[279] school
[279] strike
[279] #stayathome
[277] gretathunberg
[271] #flattenthecurve
[270] #schoolstrike4climate
[258] 93

Top Words in Tweet in G4:
[273] many
[273] communities
[273] around
[273] seeing
[273] decrease
[273] spread
[273] #covid19
[273] fight
[273] far
[273] over

Top Words in Tweet in G5:
[205] gp_commsafety
[169] #flattenthecurve
[165] products
[164] #gautengcovid19
[124] expired
[123] turffontein
[112] mec
[108] discovered
[94] spar
[89] dairy

Top Words in Tweet in G6:
[59] realdonaldtrump
[40] govmurphy
[39] #flattenthecurve
[38] thank
[38] mid
[37] extending
[37] title
[37] 32
[37] august
[37] brave

Top Words in Tweet in G7:
[70] #flattenthecurve
[43] healthdouglasco
[37] #necovid19
[25] please
[25] one
[23] spreeblick
[22] omaha_scanner
[21] nedhhs
[20] #stayhomeomaha
[20] normal

Top Words in Tweet in G8:
[94] covid
[94] 19
[93] carmeloanthony
[90] learned
[90] lot
[90] dean
[90] michelle
[90] williams
[90] harvardchansph
[90] responsibility

Top Words in Tweet in G9:
[31] #flattenthecurve
[19] amref_worldwide
[14] #covid19africa
[13] #covid19pandemic
[10] strive
[9] moh_kenya
[9] key
[8] fight
[8] emphasise
[8] good

Top Words in Tweet in G10:
[18] awareness
[16] #flattenthecurve
[16] #bethehero
[14] day
[13] #physicaldistancing
[12] cseindia
[11] public
[11] #covid
[10] cse_fssm_up
[10] #washyourhands

Top Word Pairs
Top Word Pairs in Tweet in G2:
[47] absolutely,true
[36] true,dems
[36] dems,playbook
[32] playbook,win
[26] win,election
[26] election,think
[20] think,working
[17] working,people
[17] people,lives
[16] pam_sands,absolutely

Top Word Pairs in Tweet in G3:
[380] school,strike
[380] strike,week
[380] #climatestrikeonline,#stayathome
[380] #stayathome,#fridaysforfuture
[380] gretathunberg,school
[380] #fridaysforfuture,#schoolstrike4climate
[380] #schoolstrike4climate,#flattenthecurve
[380] week,93
[380] 93,#climatestrikeonline
[379] week,92

Top Word Pairs in Tweet in G4:
[279] many,communities
[279] communities,around
[279] around,seeing
[279] seeing,decrease
[275] decrease,spread
[267] spread,#covid19
[267] #covid19,fight
[258] fight,far
[258] far,over
[13] jnjglobalhealth,many

Top Word Pairs in Tweet in G5:
[273] #gautengcovid19,#flattenthecurve
[273] turffontein,#gautengcovid19
[273] gp_commsafety,mec
[273] mec,discovered
[273] discovered,expired
[273] expired,dairy
[273] dairy,farm
[273] farm,products
[273] products,spar
[272] spar,turffontein

Top Word Pairs in Tweet in G6:
[161] thank,realdonaldtrump
[108] realdonaldtrump,extending
[103] extending,title
[100] title,32
[100] 32,mid
[89] mid,august
[89] august,brave
[89] brave,njnationalguard
[89] njnationalguard,guardsmen
[89] guardsmen,guardswomen

Top Word Pairs in Tweet in G7:
[37] #flattenthecurve,#necovid19
[37] spreeblick,#flattenthecurve
[37] clinic,south
[37] south,omaha
[37] healthdouglasco,dchd
[37] #necovid19,#flattenthecurve
[37] masks,thing
[37] thing,wear
[37] wear,days
[37] days,simple

Top Word Pairs in Tweet in G8:
[23] covid,19
[22] learned,lot
[14] lot,dean
[14] dean,michelle
[14] michelle,williams
[13] williams,harvardchansph
[13] harvardchansph,responsibility
[13] responsibility,slow
[13] slow,spread
[13] spread,covid

Top Word Pairs in Tweet in G9:
[94] strive,#flattenthecurve
[90] fight,#covid19pandemic
[90] #covid19pandemic,emphasise
[90] emphasise,good
[90] good,nutrition
[90] nutrition,key
[90] key,maintaining
[90] maintaining,sustaining
[90] sustaining,health
[90] #flattenthecurve,paramount

Top Word Pairs in Tweet in G10:
[10] #covid,awareness
[8] awareness,drive
[8] home,quarantine
[8] quarantine,institutional
[8] institutional,evidence
[8] evidence,based
[8] based,public
[8] public,health
[8] health,approach
[8] approach,#karnatakafightscorona

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@myanc
@cagovernor
@cpho_canada
@govmurphy
@abubakr254
@marylandopd
@cseindia
@lapublichealth
@jordanschachtel

Top Replied-To in G3:
@rosmariekatrin

Top Replied-To in G5:
@gautenghealth
@gp_commsafety
@sancacentral
@governmentza

Top Replied-To in G6:
@realdonaldtrump
@govmurphy
@abc
@realjameswoods
@chef_wouter
@binkycats
@charliekirk11
@kausmickey
@danmicovic
@tdcanusa

Top Replied-To in G9:
@yednetworkke
@nationalerke
@wanjikurevolt
@whoafghanistan
@midorino_to

Top Replied-To in G10:
@cseindia
@rahulmkt

Top Mentioned
Top Mentioned in Entire Graph:
@pam_sands
@gretathunberg
@jnjglobalhealth
@gp_commsafety
@carmeloanthony
@harvardchansph
@primerdesignltd
@wqbelle
@realdonaldtrump
@tabloidnewskzn

Top Mentioned in G1:
@flooringdirectx
@ginger_exchange
@dfeatheodds
@lizzibear
@ifartfebreze
@infogix
@nfnt_sktch
@mistress_2muzic
@oderoalulu
@officialpat_m

Top Mentioned in G2:
@pam_sands

Top Mentioned in G3:
@gretathunberg
@mhanskat
@cop26
@fridays4future
@fridayforfuture
@isostenibilidad
@a_ahokas
@rritools
@rosmariekatrin
@mackaycartoons

Top Mentioned in G4:
@jnjglobalhealth
@gretathunberg

Top Mentioned in G5:
@gp_commsafety
@governmentza
@faithmazibukosa
@jacobmamabolosa
@lebogangmaile1
@gpdrt_
@mbalihlophesa
@cityofjoburgza
@sapoliceservice
@gautenghealth

Top Mentioned in G6:
@realdonaldtrump
@njnationalguard
@govmurphy
@1chance2020
@nytimes
@pulitzerprizes
@twitter
@usaswimming
@miarubee
@whatisfreedom2

Top Mentioned in G7:
@healthdouglasco
@spreeblick
@omaha_scanner
@nedhhs
@omahapolice
@latinocenter1
@dcema_nebraska
@shamikaravi
@nebraskamed
@tonyvargas

Top Mentioned in G8:
@carmeloanthony
@harvardchansph
@harvardchandean

Top Mentioned in G9:
@amref_worldwide
@whoafro
@moh_kenya
@amref_kenya
@who
@un
@ntvkenya
@daktari1
@africacdc
@nyang__ke

Top Mentioned in G10:
@cse_fssm_up
@ulb_up
@school_watercse
@edmondfernandes
@upgovt
@cseindia
@bmgfindia
@mohfw_india
@skrohillacse

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@hrblock_21
@aprinc3ss88
@billm9
@5fec93919a544d3
@sddphoto
@bkindngood
@sikecilmarmut
@dclarediane
@aeroforceso

Top Tweeters in G1:
@ladyboarder9669
@oderoalulu
@forzacorrado
@cin60119002
@gpeaceelf
@sbarrbrisebois
@rams_gfele
@cancun771
@naturalbeings01
@haccpjod

Top Tweeters in G2:
@dclarediane
@superyayadize
@vetapologist
@darhar981
@mooseman1956
@alley167
@mboksr_maga
@freedomconnect_
@gbroh10
@vfl2013

Top Tweeters in G3:
@sddphoto
@johnczer1
@knight201701
@realjohncurley
@paulsorrentino3
@jafarali333
@portraitinflesh
@felicidadeeluta
@pauldutton1968
@jorgediaz60

Top Tweeters in G4:
@5fec93919a544d3
@sikecilmarmut
@aeroforceso
@karlos_240
@josefer38693523
@bogotasinmiedo
@raivoonet
@manuelcalado
@adunlea
@jonathanotcher1

Top Tweeters in G5:
@thabiso_dlamini
@mrskota
@cityofjoburgza
@iam_astra
@kenn_ffci
@maggsnaidu
@justicebigm
@lavitosoul
@kabelodick
@tebzas_andries

Top Tweeters in G6:
@bkindngood
@tyberzannxxxx
@govsherazkhan
@nytimes
@abc
@tblackwe85
@tenajd
@cstu05
@pjmugs
@cristo_monte

Top Tweeters in G7:
@pull0verschwein
@jeremyhl
@jeanbirch1001
@t_e_torres
@die_socke
@bahubali09
@publichealthmap
@lalluthegrey
@babakristian
@hhdseb20

Top Tweeters in G8:
@blogdiva
@forevershinin
@jaredeummer
@trapcinephile
@globalgrind
@zenber1
@therealdh_
@diplomat_33
@mrtachilles
@maxinepatterson

Top Tweeters in G9:
@ntvkenya
@bbcworld
@ap
@cnni
@wanjikurevolt
@korieunfpa
@frentecivico
@un
@who
@matundura78

Top Tweeters in G10:
@navbharattimes
@upgovt
@epigiri
@mohfw_india
@swachhbharatgov
@down2earthindia
@swachhbharat
@mojsdowrrdgr
@dipr_covid19
@edmondfernandes


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.