#FlattenTheCurve, Twitter, 5/6/2021 11:24:28 AM, 254259


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#FlattenTheCurve_2021-05-06_03-08-29.xlsx
#FlattenTheCurve_2021-05-06_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3ejQHbz
@albertoemachado
@yednetworkke
@john_mcguirk
@viralvideovlogs
@psampathkumarmd
@swansmirk
@sabdublindr
@andibabler
@amref_kenya
@tacats99

Top hashtags:
#flattenthecurve
#covid19
#angamizacorona
#wearamask

Description:
Description
The graph represents a network of 3,035 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, 06 May 2021 at 10:11 UTC.

The requested start date was Thursday, 06 May 2021 at 00:01 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, 42-minute period from Thursday, 22 April 2021 at 00:27 UTC to Wednesday, 05 May 2021 at 12:10 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 : 3035
Unique Edges : 1353
Edges With Duplicates : 6090
Total Edges : 7443
Number of Edge Types : 5
Tweet : 1383
Mentions : 781
Retweet : 2323
MentionsInRetweet : 2771
Replies to : 185
Self-Loops : 1418
Reciprocated Vertex Pair Ratio : 0.00850340136054422
Reciprocated Edge Ratio : 0.0168634064080944
Connected Components : 579
Single-Vertex Connected Components : 271
Maximum Vertices in a Connected Component : 940
Maximum Edges in a Connected Component : 2888
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.861462
Graph Density : 0.000321995962290092
Modularity : 0.41626
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,035 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, 06 May 2021 at 10:11 UTC.

The requested start date was Thursday, 06 May 2021 at 00:01 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, 42-minute period from Thursday, 22 April 2021 at 00:27 UTC to Wednesday, 05 May 2021 at 12:10 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:
[16] https://bag2bag.in/
[12] https://www.instagram.com/accounts/login/
[8] https://www.twitch.tv/nezuryu
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[5] http://selfregistration.cowin.gov.in/
[4] https://twitter.com/KilezMore/status/1389488412013563909
[4] https://twitter.com/Amref_Kenya/status/1385484977052192770
[3] https://www.coviz.org/e2b/2021-05-04/
[3] https://www.coviz.org/e2b/2021-05-03/
[3] https://www.coviz.org/e2b/2021-05-02/

Top URLs in Tweet in G1:
[7] https://www.ft.com/content/418d7904-9e7b-47a6-b18a-a0606bf11170
[3] https://twitter.com/Amref_Kenya/status/1385484977052192770
[2] https://twitter.com/Amref_Kenya/status/1385484977052192770?s=19
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254139
[1] https://twitter.com/CHReaDKenya/status/1385215308437151747
[1] https://twitter.com/WHOAFRO/status/1384524430391529473
[1] https://twitter.com/WHOAFRO/status/1386680934653648896
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253672
[1] https://twitter.com/WHOAFRO/status/1388844498621542409
[1] https://twitter.com/Amref_Worldwide/status/1382559309175914500

Top URLs in Tweet in G2:
[11] https://www.instagram.com/accounts/login/
[3] https://spiegel.de/
[2] https://twitter.com/goairlinesindia/status/1385863072938565632
[2] https://robert-hans.pixels.com/
[2] https://www.flooringdirectdfw.com/free-estimate
[2] https://www.mercerbradley.com/services/
[2] https://twitter.com/Radio_Azureus/status/1386944049169453056
[1] https://twitter.com/tagesthemen/status/1384991952144412677
[1] https://twitter.com/Anncur1/status/1385049820293910531
[1] https://www.celebyte.com/

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253630
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253960
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253805
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251316
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253466
[1] https://twitter.com/BDUTT/status/1389612845210419204
[1] https://twitter.com/ndtvfeed/status/1385993950394208264
[1] https://twitter.com/ndtv/status/1386287685233307655
[1] https://twitter.com/arpita_dg/status/1386498926145007616

Top URLs in Tweet in G5:
[1] https://twitter.com/robinmonotti3/status/1388497106072125442
[1] https://twitter.com/gmb/status/1386937067138072577

Top URLs in Tweet in G7:
[5] http://selfregistration.cowin.gov.in/
[4] https://twitter.com/KilezMore/status/1389488412013563909
[2] https://www.ketto.org/fundraiser/mission-oxygen-helping-hospitals-to-save-lives

Top URLs in Tweet in G8:
[1] https://twitter.com/AlishaAkhani/status/1389274468803960834
[1] https://twitter.com/fijivillage/status/1386852597802299396
[1] https://twitter.com/fijiangovt/status/1385467353161371649

Top URLs in Tweet in G10:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2435] flattenthecurve
[702] covid19
[355] angamizacorona
[275] wearamask
[260] washyourhands
[229] berailsmart
[158] coronavirus
[155] staysafe
[135] stayhome
[134] saulsville



Top Hashtags in Tweet in G1:
[351] angamizacorona
[187] covid19
[134] flattenthecurve
[76] laborday2021
[63] getvaccinated
[61] astrazenaca
[32] staysafe
[24] healthworkers
[12] vaccineswork
[11] buildbackbetter

Top Hashtags in Tweet in G2:
[437] flattenthecurve
[163] covid19
[89] staysafe
[74] washyourhands
[70] pandemic
[63] covid_19
[58] staythefhome
[57] covididiots
[57] sarscov2
[56] suriname

Top Hashtags in Tweet in G3:
[72] flattenthecurve
[25] covid19
[23] wearamask
[15] india
[12] washyourhands
[12] socialdistancing
[11] togetherwecan
[10] nodexl
[7] berailsmart
[5] indiacovidcrisis

Top Hashtags in Tweet in G4:
[79] flattenthecurve
[2] bundesnotluege
[2] flattenthebrain
[1] allesdichtmachen
[1] bürgerrechte
[1] grundrecht
[1] impfpflicht
[1] killemall

Top Hashtags in Tweet in G5:
[7] covid19
[7] lockdown
[5] flattenthecurve
[2] holdfirm
[2] wearamask
[2] savelives
[2] stayhome
[1] icubed
[1] for3weeks

Top Hashtags in Tweet in G6:
[1] flattenthecurve

Top Hashtags in Tweet in G7:
[90] flattenthecurve
[73] lockdown
[73] twomasks
[73] analswab
[73] dystopiandream
[9] stayhomestaysafe
[7] platformthekmu
[2] covid19indiahelp
[1] goodtimes
[1] missionoxygen

Top Hashtags in Tweet in G8:
[113] flattenthecurve
[74] teamfiji
[44] togetherwecan
[21] stayinghomesaveslives
[16] covid19
[11] maskupfiji
[6] stayhome
[4] covid19fiji
[3] tiliva
[3] bua

Top Hashtags in Tweet in G9:
[74] covid19
[47] coronavirus
[8] flattenthecurve
[6] odishacares
[1] indiafightscorona

Top Hashtags in Tweet in G10:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Words
Top Words in Tweet in Entire Graph:
[2435] #flattenthecurve
[954] station
[702] #covid19
[554] train
[418] stopping
[383] yednetworkke
[378] next
[355] #angamizacorona
[306] die
[291] science

Top Words in Tweet in G1:
[368] yednetworkke
[351] #angamizacorona
[187] #covid19
[140] #
[134] #flattenthecurve
[129] communities
[124] keep
[122] variants
[122] emerging
[122] thus

Top Words in Tweet in G2:
[437] #flattenthecurve
[163] #covid19
[89] #staysafe
[74] #washyourhands
[70] #pandemic
[63] #covid_19
[58] #staythefhome
[57] #covididiots
[57] #sarscov2
[56] #suriname

Top Words in Tweet in G3:
[130] andibabler
[128] weitere
[127] freiluftklassen
[127] betrieb
[127] nachdem
[127] bereits
[127] jahr
[127] die
[127] freiluftklasse
[127] eröffneten

Top Words in Tweet in G4:
[98] habe
[98] jahr
[98] lang
[98] penibel
[98] darauf
[98] geachtet
[98] infizieren
[98] quasi
[98] meinen
[98] solidarischen

Top Words in Tweet in G5:
[284] science
[142] years
[142] come
[142] children
[142] ask
[142] shall
[142] proudly
[142] tell
[142] revealed
[141] john_mcguirk

Top Words in Tweet in G6:
[144] appeal
[144] people
[144] india
[144] don
[144] wait
[144] government
[144] issue
[144] lockdown
[144] take
[144] action

Top Words in Tweet in G7:
[90] #flattenthecurve
[73] remember
[73] two
[73] weeks
[73] flatten
[73] curve
[73] pandata19
[73] #lockdown
[73] #twomasks
[73] #analswab

Top Words in Tweet in G8:
[113] #flattenthecurve
[74] #teamfiji
[54] wear
[48] pseudofijian
[44] #togetherwecan
[43] dr
[43] fong
[35] health
[34] totally
[34] agree

Top Words in Tweet in G9:
[74] #covid19
[64] hfwodisha
[47] #coronavirus
[30] cases
[26] stay
[25] maintain
[25] hand
[25] hygiene
[25] avoid
[23] time

Top Words in Tweet in G10:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[414] stopping,station
[364] next,stopping
[300] station,next
[147] appeal,people
[147] people,india
[147] india,don
[147] don,wait
[147] wait,government
[147] government,issue
[147] issue,lockdown

Top Word Pairs in Tweet in G1:
[122] #covid19,variants
[122] variants,keep
[122] keep,emerging
[122] emerging,thus
[122] thus,calling
[122] calling,extra
[122] extra,vigilance
[122] vigilance,#angamizacorona
[122] #angamizacorona,communities
[120] yednetworkke,#covid19

Top Word Pairs in Tweet in G2:
[57] #pandemic,#flattenthecurve
[57] #flattenthecurve,#covid_19
[56] #sarscov2,#suriname
[56] #suriname,#communityspreading
[56] #communityspreading,#global
[56] #global,#maketheworldfreeofcovid19
[56] #maketheworldfreeofcovid19,#covidioten
[56] #covidioten,#covididiots
[56] #covididiots,#staythefuckhome
[56] #staythefuckhome,#covid19

Top Word Pairs in Tweet in G3:
[127] weitere,freiluftklassen
[127] freiluftklassen,betrieb
[127] betrieb,nachdem
[127] nachdem,bereits
[127] bereits,jahr
[127] jahr,die
[127] die,freiluftklasse
[127] freiluftklasse,eröffneten
[126] andibabler,weitere
[126] eröffneten,noc

Top Word Pairs in Tweet in G4:
[98] habe,jahr
[98] jahr,lang
[98] lang,penibel
[98] penibel,darauf
[98] darauf,geachtet
[98] geachtet,infizieren
[98] infizieren,quasi
[98] quasi,meinen
[98] meinen,solidarischen
[98] solidarischen,beitrag

Top Word Pairs in Tweet in G5:
[142] years,come
[142] come,children
[142] children,ask
[142] ask,science
[142] science,shall
[142] shall,proudly
[142] proudly,tell
[142] tell,science
[142] science,revealed
[141] john_mcguirk,years

Top Word Pairs in Tweet in G6:
[144] appeal,people
[144] people,india
[144] india,don
[144] don,wait
[144] wait,government
[144] government,issue
[144] issue,lockdown
[144] lockdown,take
[144] take,action
[143] psampathkumarmd,appeal

Top Word Pairs in Tweet in G7:
[73] remember,two
[73] two,weeks
[73] weeks,flatten
[73] flatten,curve
[73] curve,#flattenthecurve
[73] #flattenthecurve,pandata19
[73] pandata19,#lockdown
[73] #lockdown,#twomasks
[73] #twomasks,#analswab
[73] #analswab,#dystopiandream

Top Word Pairs in Tweet in G8:
[60] #flattenthecurve,#teamfiji
[43] dr,fong
[34] totally,agree
[34] agree,dr
[34] fong,#flattenthecurve
[34] #flattenthecurve,health
[34] health,care
[34] care,workers
[34] workers,drop
[33] pseudofijian,totally

Top Word Pairs in Tweet in G9:
[25] maintain,hand
[25] hand,hygiene
[25] hygiene,avoid
[23] time,extremely
[23] extremely,careful
[23] careful,stay
[23] stay,safe
[23] safe,#covid19
[23] #covid19,wear
[23] wear,facemask

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@tatatrusts
@jkenney
@galswander
@ushaplay
@amref_kenya
@daedalic
@oregonian
@sylviobohr
@docjosiahboone

Top Replied-To in G1:
@yednetworkke
@amref_kenya

Top Replied-To in G3:
@karl_lauterbach
@narendramodi
@ndtv
@k3vk4
@mygovindia
@bsybjp

Top Replied-To in G4:
@lovis_lex
@georgrestle
@oktaytr57
@marcus05911286

Top Replied-To in G9:
@ipr_odisha

Top Replied-To in G10:
@dgurdasani1

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@psampathkumarmd
@john_mcguirk
@andibabler
@amref_kenya
@sanewski
@moh_kenya
@pandata19
@natemaingard
@jane_banane__

Top Mentioned in G1:
@yednetworkke
@amref_kenya
@moh_kenya
@amref_worldwide
@whoafro
@youth
@weks_note
@gladwell_njagi
@_sircollins
@africacdc

Top Mentioned in G2:
@gerritrentier
@kolseb
@ken_sugar
@thatduanepol
@flooringdirectx
@lauren_mackay

Top Mentioned in G3:
@andibabler
@peter_simone
@albertoemachado
@yednetworkke
@amref_kenya
@killoyle
@pmoindia
@ckemfert
@ndtv
@nataliegrams

Top Mentioned in G4:
@sanewski
@jane_banane__
@markus_soeder
@_seiwachsam
@oktaytr57
@marcus05911286

Top Mentioned in G5:
@john_mcguirk
@ridakmirza
@m4ttmc87

Top Mentioned in G6:
@psampathkumarmd

Top Mentioned in G7:
@pandata19
@natemaingard
@rsvpmovies
@systemanalysen
@dafeid
@nuzu8121

Top Mentioned in G8:
@pseudofijian
@roshikadeo
@otb_fiji
@miafilohivalu
@jp_007_fj

Top Mentioned in G9:
@hfwodisha
@mifcbhubaneswar
@cmo_odisha

Top Mentioned in G10:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Tweeters
Top Tweeters in Entire Graph:
@k1a1zzz
@baarahk
@chrisbrey1
@nilimajumder
@magicdmw
@ndtv
@lyndae222
@johangreg
@viralvideovlogs
@chriskirouac

Top Tweeters in G1:
@viralvideovlogs
@ft
@elee_global
@magic2girl
@adrian_seereal
@larrykipz
@bradjrr
@dennajeal
@kasiitamark
@iammukui

Top Tweeters in G2:
@ken_sugar
@znanjiani
@jseattle
@kworantine
@colorblindk1d
@thatduanepol
@dondanial20
@gerritrentier
@fabcojim
@hafizisabel

Top Tweeters in G3:
@ndtv
@ani
@net2ayurveda
@cnn
@euphoriceuler
@bbcworld
@k3vk4
@zeenews
@npr
@anchvie

Top Tweeters in G4:
@bernd471
@m_aus_s
@drthomasbruns
@wattwurm13
@connyro_bln
@latraviatamari
@holgerscherer
@valandir
@brennstoff
@berlincasi

Top Tweeters in G5:
@magicdmw
@lyndae222
@maegan_laporte
@disparatepost
@g_ozzy
@sherryclayton53
@gordbolton
@globalsugarwar
@declanburke2
@anthowcwm

Top Tweeters in G6:
@deepvard
@bassaces1
@danielleduches
@hazydav
@arctic__char
@adiwriter
@raana_234
@trueindian1506
@charusavala
@sdinpraxis

Top Tweeters in G7:
@baarahk
@illathhassan
@spasskultur
@cristobalcart3s
@joolyn
@bernadettentf
@markcatlin4
@wheresmybook
@oluogundele
@bartleboy

Top Tweeters in G8:
@pettypete2
@noelenen
@pepecorrs
@lagiseru
@the_psammite
@lizanotsokoshy
@marylocks92
@fkrfn7
@jaciatel
@msfridaynites

Top Tweeters in G9:
@bikrams1996
@shashankbohidar
@ersaroj7
@i_srittam
@ashutoshmakup
@iamitkumarpanda
@odishanews_live
@_googleboysingh
@swadesh93
@manojsenapati08

Top Tweeters in G10:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@truthsayerodet1
@marikasboros
@un_women
@jeremyfarrar