Virus Plasma, Twitter, 5/31/2020 1:59:37 PM, 228560


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Virus Plasma_2020-05-31_06-31-38.xlsx
Virus Plasma_2020-05-31_06-31-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2020
Short Description:
Virus Plasma via NodeXL https://bit.ly/3dqdtvK
@senbobcasey
@johnshopkins
@pedrobordaberry
@josepedrobenit1
@jfordemocracy
@barbp11
@mikebloomberg
@behavioral_ct
@incredibletrade
@gambiste1

Top hashtags:
#covid19
#covid__19
#hydroxychloroquine
#azithromycin

Description:
Description
The graph represents a network of 3,816 Twitter users whose recent tweets contained "Virus Plasma", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 31 May 2020 at 13:36 UTC.

The tweets in the network were tweeted over the 8-day, 11-hour, 17-minute period from Saturday, 23 May 2020 at 02:12 UTC to Sunday, 31 May 2020 at 13:29 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 : 3816
Unique Edges : 4297
Edges With Duplicates : 364
Total Edges : 4661
Number of Edge Types : 5
Retweet : 2564
Tweet : 540
MentionsInRetweet : 748
Mentions : 493
Replies to : 316
Self-Loops : 554
Reciprocated Vertex Pair Ratio : 0.00404040404040404
Reciprocated Edge Ratio : 0.00804828973843058
Connected Components : 661
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 783
Maximum Edges in a Connected Component : 1127
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.295848
Graph Density : 0.000273113688381128
Modularity : 0.873028
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,816 Twitter users whose recent tweets contained "Virus Plasma", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 31 May 2020 at 13:36 UTC.

The tweets in the network were tweeted over the 8-day, 11-hour, 17-minute period from Saturday, 23 May 2020 at 02:12 UTC to Sunday, 31 May 2020 at 13:29 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 : TwitterSearch
Graph Term : Virus Plasma
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:
[116] https://www.usatoday.com/story/news/2020/05/23/virus-patients-study-shows-plasma-transfusions-boost-survival-rate/5249655002/
[52] https://www.cdc.go.kr/board/board.es?mid=a30402000000&bid=0030
[35] https://caraotadigital.org/hoy/covid-19-plasma-de-pacientes-curados-se-usa-en-experimentos-contra-el-virus-enterate
[14] https://tamil.oneindia.com/news/chennai/coronavirus-7-people-recovered-in-tamilnadu-after-getting-plasma-treatment-386841.html
[13] https://www.paginasiete.bo/sociedad/2020/5/29/gracias-al-donante-de-plasma-que-vencio-al-virus-me-salvo-256855.html
[13] https://www.independent.co.uk/life-style/health-and-families/coronavirus-plasma-donation-blood-antibodies-virus-covid19-a9534066.html?utm_medium=Social&utm_source=Twitter#Echobox=1590573534
[11] https://www.vitalant.org/COVIDfree
[9] https://zeenews.india.com/hindi/world/news-of-relief-on-corona-scientists-find-a-way-to-reduce-the-amount-of-corona-virus-in-plasma/689087?utm_source=twitter
[9] https://www.utsouthwestern.edu/covid-19/about-virus-donate-plasma/forecasting-model.html
[8] https://www.democratandchronicle.com/story/news/politics/albany/2020/05/28/hundreds-from-kiryas-joel-donate-plasma-blood-after-recovering-from-virus/5273261002/?utm_campaign=snd-autopilot

Top URLs in Tweet in G1:
[1] https://www.casey.senate.gov/newsroom/releases/casey-pledges-to-donate-plasma-to-aid-covid-19-patients-following-positive-antibody-test

Top URLs in Tweet in G2:
[9] https://www.usatoday.com/story/news/2020/05/23/virus-patients-study-shows-plasma-transfusions-boost-survival-rate/5249655002/
[5] http://redcrossblood.org/Plasma4Covid
[5] https://www.vitalant.org/COVIDfree
[3] https://www.nbcboston.com/news/coronavirus/virus-patient-given-blood-plasma-improves-quickly/2131996/
[3] https://www.democratandchronicle.com/story/news/politics/albany/2020/05/28/hundreds-from-kiryas-joel-donate-plasma-blood-after-recovering-from-virus/5273261002/?utm_campaign=snd-autopilot
[2] https://forbescentroamerica.com/2020/05/25/costa-rica-inicia-aplicacion-de-tratamiento-con-plasma-a-pacientes-covid-19/
[2] https://www.cbc.ca/news/canada/saskatchewan/recovered-covid-19-patient-donates-plasma-for-study-of-possible-virus-treatment-1.5584314?__vfz=medium%3Dsharebar
[2] https://www.cbc.ca/news/canada/saskatchewan/recovered-covid-19-patient-donates-plasma-for-study-of-possible-virus-treatment-1.5584314
[2] https://www.papaboys.org/andrea-bocelli-ho-avuto-il-covi-19-e-dona-il-suo-plasma-per-le-cure-contro-il-virus/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.paginasiete.bo/sociedad/2020/5/29/gracias-al-donante-de-plasma-que-vencio-al-virus-me-salvo-256855.html

Top URLs in Tweet in G3:
[3] https://www.usatoday.com/story/news/2020/05/23/virus-patients-study-shows-plasma-transfusions-boost-survival-rate/5249655002/

Top URLs in Tweet in G4:
[1] https://twitter.com/BarillariDav/status/1264844130473123840

Top URLs in Tweet in G6:
[1] https://www.sciencedirect.com/science/article/pii/S0924857920301837

Top URLs in Tweet in G8:
[2] https://www.nhsbt.nhs.uk/plasma-trial/
[1] https://www.nhsbt.nhs.uk/plasma-trial
[1] https://www.nhsbt.nhs.uk/how-you-can-help/convalescent-plasma-clinical-trial/
[1] https://www.nhsbt.nhs.uk/

Top URLs in Tweet in G9:
[81] https://www.usatoday.com/story/news/2020/05/23/virus-patients-study-shows-plasma-transfusions-boost-survival-rate/5249655002/

Top URLs in Tweet in G10:
[15] https://www.usatoday.com/story/news/2020/05/23/virus-patients-study-shows-plasma-transfusions-boost-survival-rate/5249655002/
[1] https://www.connectradio.fm/2020/05/29/coronavirus-care-in-hospitals-will-be-different-come-fall-heres-how/
[1] https://www.usatoday.com/story/news/health/2020/05/27/covid-19-survivor-plasma-tests-begin-examine-treatment-capability/5265391002/
[1] https://www.liminalbiosciences.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[537] covid19
[137] covid__19
[120] hydroxychloroquine
[120] azithromycin
[68] coronavirus
[49] covid
[42] costarica
[34] donavidadonatuplasma
[30] sarscov2
[28] covid_19



Top Hashtags in Tweet in G1:
[1] covid19

Top Hashtags in Tweet in G2:
[27] covid19
[7] virus
[6] coronavirus
[6] plasma
[6] donatecovidplasma
[3] covidー19
[3] covid
[3] andreabocelli
[3] covid_19
[2] convalescentplasma

Top Hashtags in Tweet in G3:
[205] covid19
[3] moreciencia
[3] apresj20
[3] apresj60

Top Hashtags in Tweet in G4:
[131] covid__19
[11] virus
[9] elezioni
[9] anziani
[9] adulti
[9] malattiepregresse
[3] plasma
[2] r2020
[2] davidebarillari
[2] lazio

Top Hashtags in Tweet in G5:
[7] realidadaumentada
[1] coronavirusargentina
[1] donarsangre

Top Hashtags in Tweet in G6:
[120] hydroxychloroquine
[120] azithromycin
[1] sarscov2
[1] covid19canada
[1] medtwitter

Top Hashtags in Tweet in G8:
[64] covid19
[1] coronavirus
[1] nhsheroes

Top Hashtags in Tweet in G10:
[4] smartnews

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:
[341] covid
[341] virus
[321] others
[281] positive
[277] antibodies
[277] mild
[277] symptoms
[277] earlier
[277] spring
[261] help

Top Words in Tweet in G2:
[287] plasma
[248] virus
[117] covid
[107] 19
[73] recovered
[65] blood
[44] help
[37] patients
[33] those
[31] convalescent

Top Words in Tweet in G3:
[414] virus
[213] plasma
[208] johnshopkins
[207] #covid19
[205] study
[205] transfusions
[205] recovered
[205] patients
[205] survival
[205] boost

Top Words in Tweet in G4:
[150] essere
[134] plasma
[134] virus
[133] anche
[132] iperimmune
[131] ormai
[131] chiaro
[131] #covid__19
[131] suo
[131] businnes

Top Words in Tweet in G5:
[352] sangre
[129] plasma
[122] virus
[122] anticuerpos
[115] sos
[115] paciente
[115] recuperado
[115] corona
[115] doná
[115] comunícate

Top Words in Tweet in G6:
[120] using
[120] molecular
[120] dynamic
[120] simulations
[120] study
[120] shows
[120] #hydroxychloroquine
[120] #azithromycin
[120] act
[120] synergy

Top Words in Tweet in G7:
[90] plasma
[90] blood
[90] corona
[90] virus
[86] please
[86] spread
[86] word
[86] positive
[86] required
[86] cmh

Top Words in Tweet in G8:
[171] plasma
[88] help
[86] virus
[86] nhsbt
[85] recovered
[82] blood
[82] clinical
[82] against
[72] patients
[72] more

Top Words in Tweet in G9:
[81] plasma
[81] transfusions
[81] boost
[81] survival
[81] coronavirus
[81] patients
[81] study
[81] seguir
[81] donando

Top Words in Tweet in G10:
[145] plasma
[67] more
[59] 16
[59] days
[59] 13
[59] recipients
[59] died
[59] compared
[59] 24
[59] those

Top Word Pairs
Top Word Pairs in Tweet in G2:
[279] covid,19
[277] recovered,covid
[277] convalescent,plasma
[277] blood,plasma
[199] corona,virus
[199] plasma,recovered
[199] 19,patients
[199] donate,plasma
[199] 19,virus
[199] andrea,bocelli

Top Word Pairs in Tweet in G3:
[103] plasma,transfusions
[32] study,suggests
[31] suggests,using
[21] using,blood
[20] blood,plasma
[18] transfusions,recovered
[15] recovered,patients
[15] patients,improve
[14] improve,#covid19
[14] #covid19,survival

Top Word Pairs in Tweet in G4:
[205] plasma,iperimmune
[204] ormai,chiaro
[204] chiaro,anche
[204] anche,#covid__19
[204] #covid__19,suo
[204] suo,businnes
[204] businnes,beneficio
[204] beneficio,delle
[204] delle,case
[204] case,farmaceutiche

Top Word Pairs in Tweet in G5:
[132] sos,paciente
[131] paciente,recuperado
[131] recuperado,corona
[131] corona,virus
[131] virus,doná
[131] doná,sangre
[131] sangre,comunícate
[131] comunícate,cucaiba
[131] cucaiba,08002220101
[131] 08002220101,buscan

Top Word Pairs in Tweet in G6:
[115] using,molecular
[115] molecular,dynamic
[115] dynamic,simulations
[115] simulations,study
[115] study,shows
[115] shows,#hydroxychloroquine
[115] #hydroxychloroquine,#azithromycin
[115] #azithromycin,act
[115] act,synergy
[115] synergy,prevent

Top Word Pairs in Tweet in G7:
[120] corona,virus
[120] please,spread
[120] spread,word
[120] word,plasma
[120] plasma,positive
[120] positive,blood
[120] blood,required
[120] required,cmh
[120] cmh,peshawar
[120] peshawar,mother

Top Word Pairs in Tweet in G8:
[90] blood,plasma
[86] against,virus
[86] plasma,help
[86] find,more
[86] recovered,#covid19
[86] #covid19,consider
[86] consider,donating
[86] donating,blood
[86] plasma,support
[86] support,clinical

Top Word Pairs in Tweet in G9:
[82] plasma,transfusions
[82] transfusions,boost
[82] boost,survival
[67] survival,coronavirus
[64] coronavirus,patients
[64] patients,study
[64] study,seguir
[64] seguir,donando

Top Word Pairs in Tweet in G10:
[81] 16,days
[81] days,13
[81] 13,plasma
[81] plasma,recipients
[81] recipients,died
[81] died,compared
[81] compared,more
[81] more,24
[] 24,those
[] those,receive

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@johnshopkins
@cucaiba
@nhsbt
@senbobcasey
@pb_news
@andreabocelli
@soyelpapadeleon
@cbcsask
@who
@absasouthafrica

Top Mentioned in G1:
@senbobcasey
@johnshopkins

Top Mentioned in G2:
@eldiario_net
@debugliesnews

Top Mentioned in G3:
@johnshopkins

Top Mentioned in G4:
@cristianalaz
@vanni83241531

Top Mentioned in G5:
@cucaiba
@drclaudiosalud

Top Mentioned in G8:
@nhsbt
@leedshospitals

Top Mentioned in G10:
@usatoday

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@zazoomblog
@infoitinterno
@oldlady12345
@lasillarota
@hrblock_21
@claudosky
@peruenlanoticia
@mattmurph24
@joefreedomlove

Top Tweeters in G1:
@argojournal
@serendipitysays
@carolmaewy
@damonbethea1
@breakingnewzman
@amyayers16
@reagancbrown
@mstepczyk
@maryalicebisho2
@lllwry

Top Tweeters in G2:
@zazoomblog
@infoitinterno
@zazoomnews
@mapocoloco
@infoitsalute
@palermo24h
@jplauto
@ciaokarol
@wgrz
@soymv23

Top Tweeters in G3:
@oldlady12345
@wellness4you13
@edgardogarciasa
@rrnunez
@jadejensen29
@kw1979
@punnedit55
@chiefcovfefe
@nanatoyou
@spicytricia

Top Tweeters in G4:
@dileguossi
@gabrillasarti2
@12qbert
@manu_etoile
@lucymilano92
@chiossimanuela2
@melinacugliari
@kickmyballs222
@mmhemlock
@italianoeromano

Top Tweeters in G5:
@angeldebritook
@diegoybarra4
@braian_menossi
@alilamumi
@drclaudiosalud
@soficuomo
@roodriv
@mimiroxb
@julycepeda
@eeuusalta

Top Tweeters in G6:
@joefreedomlove
@williamlharbuck
@janmareesmith2
@susancturlingt1
@gmanfan45
@laurieannbaker
@daveschreiber3
@sundncefn
@silver_fox9
@sioxielegend

Top Tweeters in G7:
@shobz
@abbhiha
@propitiouson3o
@phaphaykuttni
@ireemskhan
@angryredd
@saadamjad_
@mianfaisal135
@ztan14377
@a4ambitious

Top Tweeters in G8:
@ppiixx
@ewestaway
@trudgin
@5naureen
@tggleeson
@webberc5webber
@zubairabbasi
@stevepeers
@wicardossa1957
@msmainstay

Top Tweeters in G9:
@liliana_drm
@magelameinjua
@ritamontelongo1
@ricardojgf
@bugabea
@grace4519
@ernestocastella
@mariawlady
@artigasgs
@dibonomiguel

Top Tweeters in G10:
@hrblock_21
@maybel65
@gambiste1
@trumpwatchnews
@usatoday
@jdoaim
@donmgreen
@bwave77
@marisciafox
@rito15


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