#FlattenTheCurve, Twitter, 3/2/2021 10:14:27 AM, 249927


FAQ | Problem?

#FlattenTheCurve_2021-03-02_01-25-41.xlsx
#FlattenTheCurve_2021-03-02_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3uNs0ug
@albertoemachado
@21wire
@nulleberg
@rosenbusch_
@1chance2020
@m4ttmc87
@moh_kenya
@velofisch
@yednetworkke
@frankfurtzack

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#washyourhands
#stayhome
#socialdistancing

Description:
Description
The graph represents a network of 1,934 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 Tuesday, 02 March 2021 at 09:27 UTC.

The requested start date was Tuesday, 02 March 2021 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, 12-hour, 4-minute period from Tuesday, 16 February 2021 at 01:42 UTC to Monday, 01 March 2021 at 13:46 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 : 1934
Unique Edges : 1096
Edges With Duplicates : 3607
Total Edges : 4703
Number of Edge Types : 5
Mentions : 573
Retweet : 1149
MentionsInRetweet : 1607
Replies to : 147
Tweet : 1227
Self-Loops : 1254
Reciprocated Vertex Pair Ratio : 0.0170236133992312
Reciprocated Edge Ratio : 0.0334773218142549
Connected Components : 530
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 629
Maximum Edges in a Connected Component : 2013
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.688269
Graph Density : 0.000495396185877357
Modularity : 0.418632
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,934 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 Tuesday, 02 March 2021 at 09:27 UTC.

The requested start date was Tuesday, 02 March 2021 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, 12-hour, 4-minute period from Tuesday, 16 February 2021 at 01:42 UTC to Monday, 01 March 2021 at 13:46 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:
[11] https://ocs.sesb.com.my/
[10] https://www.instagram.com/accounts/login/
[10] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[9] https://www.twitch.tv/nezuryu
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] https://thermogate.net/
[5] https://robert-hans.pixels.com/
[5] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[4] https://www.coviz.org/e2b/2021-03-01/
[4] https://www.coviz.org/e2b/2021-02-25/

Top URLs in Tweet in G1:
[10] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[9] https://www.instagram.com/accounts/login/
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] https://robert-hans.pixels.com/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://www.allrecipes.com/recipe/240641/salt-dough/
[2] https://twitter.com/Braveheart_USA/status/1362507448783949824
[2] https://www.pippip.de/dashboard
[2] http://www.bccancer.bc.ca/covid19
[2] https://easylivingfl.com/things-to-do-during-coronavirus-social-isolation/

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249759
[1] https://twitter.com/jorges/status/1363302894334849026

Top URLs in Tweet in G4:
[4] https://www.coviz.org/e2b/2021-03-01/
[4] https://www.coviz.org/d1/2021-02-17/ly
[4] https://www.coviz.org/e2b/2021-02-25/
[3] https://www.coviz.org/e2b/2021-02-27/
[3] https://www.coviz.org/e2b/2021-02-28/
[3] https://www.coviz.org/e2b/2021-02-18/
[3] https://www.coviz.org/e2b/2021-02-19/
[2] https://www.coviz.org/e2b/2021-02-22/
[2] https://www.coviz.org/e2b/2021-02-21/
[2] https://www.coviz.org/e2b/2021-02-24/

Top URLs in Tweet in G5:
[1] https://twitter.com/YEDNetworkKe/status/1361560495921184769

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G9:
[1] https://twitter.com/sabdublindr/status/1363215723657592832
[1] https://twitter.com/sinesinead2/status/1363221670354419712
[1] https://twitter.com/tazalot1981/status/1363243169664675840
[1] https://twitter.com/seriousskeptic/status/1363840960560562176
[1] https://twitter.com/dailymailuk/status/1364200672506351618

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2126] flattenthecurve
[556] covid19
[241] wearamask
[125] washyourhands
[123] stayhome
[117] socialdistancing
[113] coronavirus
[111] saulsville
[97] leralla
[86] pienaarspoort



Top Hashtags in Tweet in G1:
[391] flattenthecurve
[97] covid19
[45] socialdistancing
[42] coronavirus
[39] stayathome
[30] washyourhands
[28] wearamask
[27] pandemic
[25] staysafe
[24] corona

Top Hashtags in Tweet in G2:
[187] flattenthecurve
[187] covid19

Top Hashtags in Tweet in G3:
[130] flattenthecurve
[42] nocovid
[1] oeffnungsdiskussionsorgien
[1] merkelmussweg

Top Hashtags in Tweet in G4:
[74] flattenthecurve
[68] covid19
[35] coronavirus
[35] stayhome
[35] dataviz
[20] innovation
[18] mask
[18] wearabletech
[18] ai
[18] iot

Top Hashtags in Tweet in G5:
[76] covid19
[65] flattenthecurve
[36] amrefcovid19responseke
[19] wearamask
[18] covidー19
[15] corona
[11] raisingthebar
[10] ipc
[5] physicaldistancing
[4] angamizacorona

Top Hashtags in Tweet in G6:
[2] flattenthecurve
[1] covidiots
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture

Top Hashtags in Tweet in G7:
[38] resisters
[38] trumpvirus
[1] flattenthecurve
[1] demvoice1
[1] freshvoicesrise
[1] fresh
[1] texasblackout

Top Hashtags in Tweet in G8:
[47] climatestrikeonline
[25] fridaysforfuture
[23] flattenthecurve
[19] schoolstrike4climate
[13] africaisnotadumpster
[12] stayathome
[10] facetheclimateemergency
[5] climatepromise
[4] climatestrike
[3] climateemergency

Top Hashtags in Tweet in G9:
[39] flattenthecurve
[3] wecanbezero
[3] endthelockdowns
[2] enoughisenough
[2] endthelockdown
[1] savelives
[1] thenexttwoweeks
[1] tonysconcerned
[1] holdfirm

Top Hashtags in Tweet in G10:
[28] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[2126] #flattenthecurve
[616] station
[556] #covid19
[486] train
[241] #wearamask
[229] reality
[218] pretoria
[211] die
[195] news
[194] lot

Top Words in Tweet in G1:
[391] #flattenthecurve
[97] #covid19
[45] #socialdistancing
[42] #coronavirus
[39] #stayathome
[30] #washyourhands
[28] #wearamask
[28] year
[27] home
[27] #pandemic

Top Words in Tweet in G2:
[187] lot
[187] closer
[187] reality
[187] mainstream
[187] news
[187] #flattenthecurve
[187] #covid19
[186] 21wire

Top Words in Tweet in G3:
[130] #flattenthecurve
[81] nulleberg
[77] jahr
[77] ging
[77] darum
[77] überlastung
[77] gesundheitssystems
[77] vermeiden
[77] hiess
[77] damals

Top Words in Tweet in G4:
[74] #flattenthecurve
[68] #covid19
[35] #coronavirus
[35] #stayhome
[35] #dataviz
[31] today's
[31] global
[31] extrapolation
[31] chart
[31] available

Top Words in Tweet in G5:
[80] moh_kenya
[76] #covid19
[65] #flattenthecurve
[55] analyticake
[48] amref_kenya
[47] guidelines
[42] follow
[41] njapitmwaana
[36] #amrefcovid19responseke
[31] yednetworkke

Top Words in Tweet in G6:
[2] change
[2] #flattenthecurve
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros

Top Words in Tweet in G7:
[76] still
[38] good
[38] day
[38] #resisters
[38] awake
[38] shocked
[38] much
[38] reality
[38] feels
[38] fiction

Top Words in Tweet in G8:
[56] strike
[52] school
[52] week
[47] #climatestrikeonline
[39] gretathunberg
[28] keep
[25] #fridaysforfuture
[23] #flattenthecurve
[19] #schoolstrike4climate
[18] patriciakombo

Top Words in Tweet in G9:
[39] #flattenthecurve
[32] m4ttmc87
[31] lives
[28] saving
[8] two
[8] more
[6] many
[5] return
[5] costs
[4] weeks

Top Words in Tweet in G10:
[32] die
[28] #flattenthecurve
[27] weniger
[27] jahr
[27] kamen
[27] ohne
[27] impfung
[27] keine
[27] grundrechte
[27] freut

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[213] #flattenthecurve,#covid19
[191] news,#flattenthecurve
[190] lot,closer
[190] closer,reality
[190] reality,mainstream
[190] mainstream,news
[188] 21wire,lot
[180] station,#flattenthecurve
[156] stopping,station
[110] train,pretoria

Top Word Pairs in Tweet in G1:
[29] #covid19,#flattenthecurve
[21] #stayathome,#flattenthecurve
[16] #wearamask,#socialdistancing
[15] covid,19
[15] #socialdistancing,#washyourhands
[15] schwarzwald,#flattenthecurve
[15] #flattenthecurve,#physicaldistancing
[14] #flattenthecurve,#stayathome
[14] #flattenthecurve,#wearamask
[13] nope,curve

Top Word Pairs in Tweet in G2:
[187] lot,closer
[187] closer,reality
[187] reality,mainstream
[187] mainstream,news
[187] news,#flattenthecurve
[187] #flattenthecurve,#covid19
[186] 21wire,lot

Top Word Pairs in Tweet in G3:
[77] jahr,ging
[77] ging,darum
[77] darum,überlastung
[77] überlastung,gesundheitssystems
[77] gesundheitssystems,vermeiden
[77] vermeiden,#flattenthecurve
[77] #flattenthecurve,hiess
[77] hiess,damals
[76] nulleberg,jahr
[42] märz,2020

Top Word Pairs in Tweet in G4:
[35] #coronavirus,#stayhome
[35] #stayhome,#dataviz
[31] today's,global
[31] global,#covid19
[31] #covid19,extrapolation
[31] extrapolation,chart
[31] chart,available
[31] available,#coronavirus
[18] #mask,future
[18] future,#innovation

Top Word Pairs in Tweet in G5:
[32] follow,moh_kenya
[23] martinmuchangi,lennah3
[23] lennah3,moha_made_
[20] analyticake,yednetworkke
[18] help,#flattenthecurve
[16] yednetworkke,amref_kenya
[16] eabl_plc,diageo_news
[15] ensure,follow
[15] amref_kenya,#amrefcovid19responseke
[15] patriot,yes

Top Word Pairs in Tweet in G6:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G7:
[38] good,day
[38] day,#resisters
[38] #resisters,awake
[38] awake,shocked
[38] shocked,much
[38] much,reality
[38] reality,still
[38] still,feels
[38] feels,fiction
[38] fiction,sometimes

Top Word Pairs in Tweet in G8:
[52] school,strike
[52] strike,week
[21] #climatestrikeonline,gretathunberg
[18] gretathunberg,school
[18] #fridaysforfuture,#schoolstrike4climate
[18] #schoolstrike4climate,#flattenthecurve
[18] patriciakombo,school
[13] week,79
[13] 79,keep
[13] keep,trash

Top Word Pairs in Tweet in G9:
[28] saving,lives
[26] lives,#flattenthecurve
[26] m4ttmc87,saving
[5] lives,costs
[4] two,weeks
[4] return,#flattenthecurve
[3] ahh,hello
[3] hello,march
[3] march,2020
[3] 2020,nice

Top Word Pairs in Tweet in G10:
[27] weniger,jahr
[27] jahr,kamen
[27] kamen,#flattenthecurve
[27] #flattenthecurve,ohne
[27] ohne,impfung
[27] impfung,keine
[27] keine,grundrechte
[27] grundrechte,freut
[27] freut,die
[26] narimoldi,weniger

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@21wire
@moh_kenya
@nulleberg
@analyticake
@amref_kenya
@rosenbusch_
@gretathunberg
@njapitmwaana
@1chance2020
@m4ttmc87

Top Mentioned in G1:
@egmontinstitute
@ginger_exchange
@easylivingfl
@flooringdirectx
@applejoe7
@kidkool4u
@malhotratweets
@70sbachchan
@lalytatweets

Top Mentioned in G2:
@21wire

Top Mentioned in G3:
@nulleberg
@rosenbusch_
@technatom909
@albertoemachado
@21wire
@atsticks
@profklarname

Top Mentioned in G4:
@coviz_org
@albertoemachado
@frronconi
@fmfrancoise
@glengilmore
@shamrockspring
@cupw
@carbonwatchie
@21wire
@frankfurtzack

Top Mentioned in G5:
@moh_kenya
@analyticake
@amref_kenya
@njapitmwaana
@yednetworkke
@israel_adam_
@lennah3
@martinmuchangi
@moha_made_
@perakkenya

Top Mentioned in G6:
@change
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@proftimnoakes
@bolderesident

Top Mentioned in G7:
@1chance2020

Top Mentioned in G8:
@gretathunberg
@patriciakombo
@fridays4future
@ukscn1
@ys4ccardiff
@fffindia
@fff_digital
@soopajane
@toxicsfree
@fridayforfuture

Top Mentioned in G9:
@m4ttmc87
@gardainfo

Top Mentioned in G10:
@narimoldi
@systemanalysen
@jens_140081

Top Tweeters
Top Tweeters in Entire Graph:
@codegnuts
@viralvideovlogs
@biasedgirl
@shigerukamioka
@mstyma_
@gezgintrk
@bbcnews
@jaquearnoux
@bostonglobe
@nicochan33

Top Tweeters in G1:
@jansummersalt
@fitasport1
@zarill955
@kidkool4u
@1sandy_n_austin
@ahmedziyadmv
@lobbyfa
@fabcojim
@guragefirst
@djbrez24

Top Tweeters in G2:
@princessofwails
@spacettf
@ban_animal_test
@ds13_manon
@martianlobotomy
@people1stplanet
@6echelon
@dpsisi
@mandyjanevernon
@ganais_anais

Top Tweeters in G3:
@frisch_fish
@uwewolff966
@engelgert
@teite99
@markrudolph2701
@valandir
@irawibbelink
@mario_edelmann
@_sbat_
@womawo

Top Tweeters in G4:
@viralvideovlogs
@gezgintrk
@nicochan33
@akwyz
@norm_berry
@trendsinai
@fabriciosx
@cocacola
@ganjasmokercb
@robotproud

Top Tweeters in G5:
@koechmmanuel
@jaykiluu
@_kamumo
@de
@susan_m
@kokwet_
@kenyagovernors
@_cheruiyot1
@itsmagaki
@iam_bodunde

Top Tweeters in G6:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G7:
@aviflygirl
@belladonamodels
@resistersis20
@jay_usmc2
@geraldb95284126
@phillykat25
@angie_keathly
@kathryn_sandy
@tesslass
@jhansigir1

Top Tweeters in G8:
@ourfuturebot
@tamraraven
@julieparker144
@nspugh
@endelstamberg
@greennewdeal_eu
@2006bzz
@rmblaber56
@theartabditory
@toxicsfree

Top Tweeters in G9:
@greenshame
@scrahallia
@bassbluff
@poppy_1233
@lindao888
@m4ttmc87
@throneofcrypto
@amomoto97
@halftwottered
@robertpernod

Top Tweeters in G10:
@dilifluhh
@jens_140081
@ealanicnamara
@mwis24568
@almuth_gbler
@julianezielonka
@claudip69
@systemanalysen
@narimoldi
@viennasky


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.