SARS-COV, Twitter, 10/13/2020 11:59:25 AM, 237904


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SARS-COV_2020-10-13_04-30-57.xlsx
SARS-COV_2020-10-13_04-30-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/34RDEbB
@carlheneghan
@sciencemagazine
@influenzal
@fatemperor
@salvadorilla
@drmfkearney
@r_hartman
@tokyo_tom
@lisafrideborg
@manosdepiedra86

Top hashtags:
#covid19
#sarsmustend
#covidー19
#endsars
#sarscov2
#endsarsnow

Description:
Description
The graph represents a network of 5,331 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 October 2020 at 11:37 UTC.

The requested start date was Tuesday, 13 October 2020 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, 23-hour, 50-minute period from Tuesday, 29 September 2020 at 00:06 UTC to Monday, 12 October 2020 at 23:57 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 : 5331
Unique Edges : 3169
Edges With Duplicates : 5749
Total Edges : 8918
Number of Edge Types : 5
Replies to : 859
Mentions : 1414
Retweet : 2636
MentionsInRetweet : 3445
Tweet : 564
Self-Loops : 589
Reciprocated Vertex Pair Ratio : 0.00903892270798746
Reciprocated Edge Ratio : 0.0179159049360146
Connected Components : 876
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 856
Maximum Edges in a Connected Component : 1826
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.612623
Graph Density : 0.000192509175860124
Modularity : 0.61349
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,331 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 October 2020 at 11:37 UTC.

The requested start date was Tuesday, 13 October 2020 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, 23-hour, 50-minute period from Tuesday, 29 September 2020 at 00:06 UTC to Monday, 12 October 2020 at 23:57 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 : SARS-COV
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:
[162] https://www.medrxiv.org/content/10.1101/2020.08.04.20167932v4
[12] https://www.hindustantimes.com/world-news/antibodies-from-patients-infected-with-sars-cov-in-2003-cross-neutralised-sars-cov-2-in-vitro-study/story-Oj7pgPeeCSTClgfZvtwtuJ.html
[8] https://investor.lilly.com/static-files/a6dfdc90-3e16-4511-9a5d-f744b7568276
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988269/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930484-9%2Ffulltext&rc=0
[4] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2588415/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[3] https://www.stopdebankiers.com/neuro-invasie-van-sars-cov-2-gevolgen-op-lange-termijn/

Top URLs in Tweet in G3:
[3] https://scielo.conicyt.cl/pdf/ijodontos/v14n3/0718-381X-ijodontos-14-03-268.pdf
[3] https://www.stopdebankiers.com/neuro-invasie-van-sars-cov-2-gevolgen-op-lange-termijn/
[2] https://www.nejm.org/doi/full/10.1056/NEJM198003273021307
[2] https://jurnaluldearges.ro/actiuni-de-prevenire-in-arges-a-raspandirii-si-limitare-a-infectarii-cu-virusul-sars-cov-2/
[2] https://advances.sciencemag.org/content/early/2020/10/08/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[2] https://tradeforprofit.net/2020/10/using-sars-to-fight-covid-19-antibodies-developed-against-sars-cov-can-neutralize-novel-coronavirus-finds-study/
[1] https://twitter.com/folha/status/1310742849529483266
[1] https://www.elconfidencial.com/mundo/2020-09-28/el-mundo-supera-el-millon-de-muertes-con-coronavirus_2756240/
[1] https://twitter.com/ElFinanciero_Mx/status/1310787635661733889
[1] https://www.tecnomedicina.it/plasma-iperimmune-studio-della-regione-emilia-romagna-per-produrlo-da-donatori-che-hanno-contratto-linfezione-da-sars-cov/

Top URLs in Tweet in G4:
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7337645/
[2] https://twitter.com/presscoreca/status/1300585717572292608
[2] https://www.news-medical.net/health/How-does-SARS-CoV-2-Compare-to-SARS-CoV.aspx
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930484-9%2Ffulltext&rc=0
[1] https://twitter.com/presscoreca/status/1301456233891868675
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC544093/#__ffn_sectitle
[1] https://twitter.com/CoreysDigs/status/1313140069423869952
[1] https://twitter.com/avieu/status/1315644224440737798
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41577-020-00436-4
[1] https://www.forbes.com/sites/stevensalzberg/2020/05/04/did-the-whos-endorsement-of-tcm-contribute-to-the-covid-19-pandemic/

Top URLs in Tweet in G5:
[156] https://www.medrxiv.org/content/10.1101/2020.08.04.20167932v4
[1] https://twitter.com/kernowmaiden/status/1296102684244746240?s=21
[1] https://twitter.com/kernowmaiden/status/1296081139367645184?s=21
[1] https://link.springer.com/article/10.1007%2Fs00705-010-0729-6
[1] https://changingtimes.media/2020/07/10/covid-19-as-vaccine-race-gains-pace-the-origins-and-evolution-of-sars-cov-2-intrigue-scientists/

Top URLs in Tweet in G6:
[2] https://twitter.com/thecableng/status/1314787173904912384
[1] https://twitter.com/Biisi96/status/1315293332197736448

Top URLs in Tweet in G7:
[4] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[2] https://advances.sciencemag.org/content/early/2020/10/08/sciadv.abc9999
[1] https://www.medrxiv.org/content/10.1101/2020.08.04.20167932v4

Top URLs in Tweet in G8:
[3] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.3.2000045#html_fulltext
[1] https://www.rubikon.news/artikel/der-goldjunge
[1] https://www.frontnieuws.com/1400-belgische-artsen-en-gezondheidswerkers-slaan-alarm-er-bestaat-niet-zoiets-als-een-dodelijk-virus/

Top URLs in Tweet in G9:
[2] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1004063
[2] https://jvi.asm.org/content/81/3/1162
[2] https://www.researchgate.net/publication/254615633_Cofactors_in_Coronavirus_Entry
[2] https://www.lascn.com/Item/78185.aspx
[2] https://www.lascn.com/Item/78416.aspx
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2045396/
[1] https://jvi.asm.org/content/84/3/1289
[1] https://www.pnas.org/content/113/35/E5192
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1769406/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41421-020-00210-9

Top URLs in Tweet in G10:
[1] http://www.ospedalebambinogesu.it/nuovo-coronavirus-cosa-significa-asintomatico#.X4HeCtAzY2w
[1] https://www.radioradio.it/2020/09/asintomatico-non-e-malato-se-non-lo-capiamo-ora-la-nostra-vita-sara-un-inferno-dott-ivo-pulcini/

Top Domains
Top Domains in Tweet in Entire Graph:
[169] medrxiv.org
[105] twitter.com
[76] nih.gov
[30] youtube.com
[17] elsevierhealth.com
[16] nature.com
[15] maghreb-post.de
[12] hindustantimes.com
[11] sciencedirect.com
[10] biorxiv.org

Top Domains in Tweet in G3:
[46] twitter.com
[16] nih.gov
[5] elsevierhealth.com
[5] youtube.com
[3] medrxiv.org
[3] conicyt.cl
[3] nejm.org
[3] stopdebankiers.com
[2] co.uk
[2] plos.org

Top Domains in Tweet in G4:
[7] twitter.com
[4] nih.gov
[2] news-medical.net
[2] elsevierhealth.com
[2] youtube.com
[1] nature.com
[1] forbes.com
[1] armstrongeconomics.com
[1] cdc.gov
[1] fairquery.com

Top Domains in Tweet in G5:
[156] medrxiv.org
[2] twitter.com
[1] springer.com
[1] changingtimes.media

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[6] sciencemag.org
[1] medrxiv.org

Top Domains in Tweet in G8:
[3] eurosurveillance.org
[1] rubikon.news
[1] frontnieuws.com

Top Domains in Tweet in G9:
[6] nih.gov
[4] twitter.com
[4] lascn.com
[3] asm.org
[3] researchgate.net
[2] pnas.org
[2] nature.com
[2] plos.org
[2] elsevierhealth.com
[1] virology.ws

Top Domains in Tweet in G10:
[1] ospedalebambinogesu.it
[1] radioradio.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] covid19
[34] sarsmustend
[31] covidー19
[17] endsars
[13] sarscov2
[11] endsarsnow
[11] coronavirus
[9] covid
[9] sarsーcovー2
[9] sarsーcov



Top Hashtags in Tweet in G1:
[2] covid__19

Top Hashtags in Tweet in G3:
[9] covid19
[5] coronavirus
[4] sarscov2
[4] endsarsnow
[3] quédateencasa
[3] stayathomeandstaysafe
[3] cidem
[3] endsars
[2] nejm
[2] covid__19

Top Hashtags in Tweet in G4:
[5] covid19
[2] cdc
[2] hcq
[1] coronavirus
[1] votebidenharris2020
[1] votebluetosaveamerica
[1] votebluetoendthisnightmare
[1] votebiden
[1] redamlo
[1] amlo

Top Hashtags in Tweet in G6:
[1] endsars

Top Hashtags in Tweet in G7:
[1] sarscov2
[1] covid__19

Top Hashtags in Tweet in G9:
[1] covid
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[4213] sars
[3576] cov
[781] virus
[488] 2020
[460] mers
[449] boegob
[449] publicado
[449] decreto
[449] 900
[449] octubre

Top Words in Tweet in G1:
[446] boegob
[446] publicado
[446] decreto
[446] 900
[446] 2020
[446] octubre
[446] declara
[446] estado
[446] alarma
[444] salvadorilla

Top Words in Tweet in G2:
[307] deseo
[305] sars
[305] cov
[305] pronta
[304] planwac
[304] trump
[303] positivo
[303] covid19
[303] tome
[303] medidas

Top Words in Tweet in G3:
[435] cov
[429] sars
[89] î
[63] virus
[60] coronavirus
[54] covid
[52] 19
[43] mers
[39] ðµð
[29] 2003

Top Words in Tweet in G4:
[240] sars
[207] cov
[73] virus
[54] coronavirus
[47] realdonaldtrump
[46] animal
[36] presscoreca
[36] nitric
[36] oxide
[36] 19

Top Words in Tweet in G5:
[157] carlheneghan
[156] fourth
[156] version
[156] review
[156] includes
[156] 29
[156] studies
[156] reporting
[156] culturing
[105] cov

Top Words in Tweet in G6:
[401] sars
[195] medicine
[195] threatens
[195] patients
[195] life
[195] cases
[195] due
[195] different
[195] strains
[195] corona

Top Words in Tweet in G7:
[374] sars
[373] cov
[186] 2003
[184] antibodies
[184] serum
[184] samples
[184] patients
[184] infected
[184] during
[184] outbreak

Top Words in Tweet in G8:
[118] tweetlelidy
[117] test
[115] pcr
[112] nog
[83] cov
[79] sars
[69] zijn
[69] die
[67] komen
[66] welke

Top Words in Tweet in G9:
[142] sars
[131] cov
[22] human
[20] spike
[19] protein
[18] flavinkins
[18] bat
[16] infection
[16] ace2
[16] billybostickson

Top Words in Tweet in G10:
[319] hcov
[107] virus
[106] attenzione
[106] ho
[106] letto
[106] caso
[106] bisogna
[106] chiedere
[106] quale
[106] positivi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3328] sars,cov
[449] boegob,publicado
[449] publicado,decreto
[449] decreto,900
[449] 900,2020
[449] 2020,octubre
[449] octubre,declara
[449] declara,estado
[449] estado,alarma
[447] salvadorilla,boegob

Top Word Pairs in Tweet in G1:
[446] boegob,publicado
[446] publicado,decreto
[446] decreto,900
[446] 900,2020
[446] 2020,octubre
[446] octubre,declara
[446] declara,estado
[446] estado,alarma
[444] salvadorilla,boegob
[441] alarma,respondâ

Top Word Pairs in Tweet in G2:
[305] sars,cov
[305] cov,deseo
[305] deseo,pronta
[303] trump,positivo
[303] positivo,covid19
[303] covid19,tome
[303] tome,medidas
[303] medidas,sanitarias
[303] sanitarias,correspondientes
[303] correspondientes,sars

Top Word Pairs in Tweet in G3:
[392] sars,cov
[54] î,î
[46] covid,19
[37] mers,cov
[33] cov,sars
[19] cov,mers
[17] coronavirus,sars
[14] respiratory,syndrome
[12] cov,virus
[11] patients,infected

Top Word Pairs in Tweet in G4:
[199] sars,cov
[48] coronavirus,sars
[36] nitric,oxide
[30] cov,virus
[29] oxide,inhibits
[28] inhibits,prevents
[28] prevents,replication
[28] replication,cycle
[28] 2003,sars
[24] cycle,severe

Top Word Pairs in Tweet in G5:
[156] fourth,version
[156] version,review
[156] review,includes
[156] includes,29
[156] 29,studies
[156] studies,reporting
[156] reporting,culturing
[155] carlheneghan,fourth
[61] sars,cov
[44] cov,2003

Top Word Pairs in Tweet in G6:
[195] medicine,sars
[195] sars,threatens
[195] threatens,patients
[195] patients,life
[195] life,cases
[195] cases,sars
[195] sars,due
[195] due,different
[195] different,strains
[195] strains,corona

Top Word Pairs in Tweet in G7:
[373] sars,cov
[184] antibodies,serum
[184] serum,samples
[184] samples,patients
[184] patients,infected
[184] infected,during
[184] during,2003
[184] 2003,sars
[184] cov,outbreak
[184] outbreak,effectively

Top Word Pairs in Tweet in G8:
[114] pcr,test
[79] sars,cov
[64] specificiteit,pcr
[64] test,wordt
[64] wordt,nog
[64] nog,ten
[64] ten,zeerste
[64] zeerste,betwijfeld
[64] betwijfeld,welke
[64] welke,primers

Top Word Pairs in Tweet in G9:
[114] sars,cov
[14] spike,protein
[12] cross,infection
[12] infection,studies
[12] studies,wiv
[10] human,passage
[9] cov,sars
[8] deanparise,juliehouseofwow
[8] juliehouseofwow,dockaurg
[7] covid,19

Top Word Pairs in Tweet in G10:
[106] attenzione,ho
[106] ho,letto
[106] letto,caso
[106] bisogna,chiedere
[106] chiedere,quale
[106] quale,virus
[106] virus,positivi
[106] positivi,hcov
[106] hcov,229e
[106] 229e,hcov

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@ayjchan
@babarlelephant
@drakchaurasia
@matthancock
@3ghtweets
@flmirones
@dailymail
@profesorprymula
@nicolepetrinosa

Top Replied-To in G2:
@planwac

Top Replied-To in G4:
@realdonaldtrump
@nicolepetrinosa
@mcclusters
@mike_pence
@tomilahren
@johnnyj57391074
@inkjetblue
@9mmsdancing
@jimbrya68704905
@ginaboggs_2012

Top Replied-To in G5:
@timhortinz
@tobias_ellwood
@netpoette
@newmumonline
@clarecraigpath
@jamesathurber
@alistairhaimes

Top Replied-To in G7:
@defrisselle

Top Replied-To in G8:
@thomas_binder
@momootjem
@eazy_s_
@haafstra
@revelater1963
@bopanc
@studentin444
@fabianhanselma1
@mic_kue
@cryptobanger312

Top Replied-To in G9:
@drakchaurasia
@ayjchan
@babarlelephant
@3ghtweets
@paulvcooper1
@flavinkins
@ephesians6__12
@papaphone2002
@erictopol
@houndcl

Top Mentioned
Top Mentioned in Entire Graph:
@boegob
@salvadorilla
@planwac
@ojayfemi
@sciencemagazine
@carlheneghan
@tweetlelidy
@paola124291
@influenzal
@vinheteiro

Top Mentioned in G1:
@boegob
@salvadorilla

Top Mentioned in G2:
@planwac
@daniel_cubero

Top Mentioned in G3:
@themightyzeph
@hscott61
@fantasticmusic
@coronav56327011
@debugliesnews
@blogdiva
@mchlbgs
@thomasconnors
@biologycytokine

Top Mentioned in G4:
@realdonaldtrump
@presscoreca
@celiafarber
@ingrahamangle
@flotus
@potus
@lopezobrador_
@kamalaharris
@katiedaviscourt
@hkrassenstein

Top Mentioned in G5:
@carlheneghan
@kernowmaiden
@tobias_ellwood
@simonpearson961
@janedryden4
@clarecraigpath
@jwdaddy80
@tesssummers98
@daniq000
@sunetragupta

Top Mentioned in G6:
@ojayfemi
@exifam

Top Mentioned in G7:
@sciencemagazine
@scienceadvances
@ianebow
@carlheneghan
@scipak_es

Top Mentioned in G8:
@tweetlelidy
@aspescha
@bag_ofsp_ufsp
@rivm
@volkersbram
@revelater1963
@urswyder
@thomas_binder
@martingeddes
@ijsbakker

Top Mentioned in G9:
@flavinkins
@billybostickson
@deanparise
@juliehouseofwow
@dockaurg
@ayjchan
@dgrouf
@epigeneticwhisp
@ephesians6__12
@gummibear737

Top Mentioned in G10:
@paola124291
@guado77

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@durobelinda
@lafm
@tovaga
@el_universal_mx
@maybel65
@porridgeisgood
@thehill
@httweets
@g1

Top Tweeters in G1:
@durobelinda
@hechulera
@drzrz
@mariaperezpere
@javierlopez86vk
@nusagatero
@sylar_71
@marisaparrilla
@manelsaa99
@mer_anoto

Top Tweeters in G2:
@carlongart
@yrol56
@antonio2347
@prof_yurbe
@anamerluque
@alidadiazbrilla
@pulgamar
@desibarillas
@joseant72838920
@aquiles2801

Top Tweeters in G3:
@maybel65
@blogdiva
@abcdabaf
@hedgeenergy
@alykhansatchu
@onvolosportal
@aureliacotta
@teyllan
@oohincensed
@warriors_mom

Top Tweeters in G4:
@foxnews
@dailycaller
@bild
@ap
@herrick_a
@ngirrard
@cantcu
@chicago1ray
@latiffani1
@cnnpolitics

Top Tweeters in G5:
@heidiec5
@shiremoorpotter
@donifordace
@frederickone
@suprsilentdave
@sirenmoonbee
@tangroy17
@beddoeroger
@bettybunny23
@furrybootsru

Top Tweeters in G6:
@djamilmubaraq
@folypatfilm
@oladapoyusuf
@esquiremagic
@wildeji
@kagemartinz
@the_emaediong
@blahc_24savage
@optimistic_ade
@tsosky_

Top Tweeters in G7:
@forgerat
@marita30706158
@angelseti
@theresadandria
@elkequedejoe
@miaminice57
@charlyaztec
@eddieomonstro
@factozoidal
@davidjohnson_27

Top Tweeters in G8:
@kassandratroy
@welt
@nos
@peter_porto
@huigen2
@bpalust
@marjavancaem
@plepsart
@bingosmurf
@spymacho

Top Tweeters in G9:
@zeeinthemoment
@bamajeans24
@doritmi
@tarrimarkel
@yatesmouse1
@aula531
@_measly
@frankdelia7
@awithonelison
@bostonmagazine

Top Tweeters in G10:
@sonialavera
@thewaterflea
@lucymilano92
@eterea_naive
@saraosalvatore
@piras_zia
@italianoeromano
@lpincia
@geokawa
@25o319


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