SARS-COV, Twitter, 10/16/2020 12:00:28 PM, 238091


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SARS-COV_2020-10-16_01-58-19.xlsx
SARS-COV_2020-10-16_01-58-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/3nZDfwc
@influenzal
@sciencemagazine
@flavinkins
@__ice9
@realdonaldtrump
@seraphina416
@zzz_as_zzz
@nuclearnemesis
@virusesimmunity
@dronico

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

Description:
Description
The graph represents a network of 5,408 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 Friday, 16 October 2020 at 09:02 UTC.

The requested start date was Friday, 16 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, 20-hour, 40-minute period from Friday, 02 October 2020 at 00:41 UTC to Thursday, 15 October 2020 at 21:22 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 : 5408
Unique Edges : 3239
Edges With Duplicates : 5804
Total Edges : 9043
Number of Edge Types : 5
Replies to : 903
Mentions : 1615
Tweet : 567
Retweet : 2584
MentionsInRetweet : 3374
Self-Loops : 592
Reciprocated Vertex Pair Ratio : 0.00841258229700073
Reciprocated Edge Ratio : 0.0166848023213638
Connected Components : 910
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 1032
Maximum Edges in a Connected Component : 2095
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.693251
Graph Density : 0.000188570481175509
Modularity : 0.612104
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,408 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 Friday, 16 October 2020 at 09:02 UTC.

The requested start date was Friday, 16 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, 20-hour, 40-minute period from Friday, 02 October 2020 at 00:41 UTC to Thursday, 15 October 2020 at 21:22 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:
[12] https://www.nhs.uk/conditions/sars/
[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
[9] https://www.medrxiv.org/content/10.1101/2020.08.04.20167932v4
[8] https://investor.lilly.com/static-files/a6dfdc90-3e16-4511-9a5d-f744b7568276
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988269/
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2588415/
[6] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[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://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.stopdebankiers.com/neuro-invasie-van-sars-cov-2-gevolgen-op-lange-termijn/

Top URLs in Tweet in G3:
[6] 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

Top URLs in Tweet in G4:
[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://www.reforma.com/registra-mexico-mas-de-78-mil-muertes-por-covid/gr/ar2041505?md5=1400a4ba2a023236fa844566f429161f&ta=0dfdbac11765226904c16cb9ad1b2efe&utm_source=elemento_web&utm_medium=email&utm_campaign=promocion_suscriptor
[1] https://twitter.com/EL_DESCARGAOR/status/1311846045677162498
[1] https://twitter.com/hahakimiiiiii/status/1311661511522185218
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ijidonline.com%2Farticle%2FS1201-9712%2820%2930739-6%2Ffulltext&rc=0
[1] https://twitter.com/ReebX1/status/1312041740350754816

Top URLs in Tweet in G5:
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2588415/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7337645/
[2] https://twitter.com/presscoreca/status/1300585717572292608
[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.armstrongeconomics.com/international-news/rule-of-law/international-lawsuits-being-prepared-against-the-corona-scam/

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:
[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://twitter.com/AntGDuarte/status/1285163155514101760?s=19
[1] https://twitter.com/nikolovscience/status/1300462238914850816
[1] https://twitter.com/Ayjchan/status/1267091572857995264?s=20
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fmicrobiology%2Ffulltext%2FS0966-842X%2815%2900131-6&rc=0
[1] https://pubmed.ncbi.nlm.nih.gov/17184168/

Top URLs in Tweet in G8:
[1] https://www.rubikon.news/artikel/der-goldjunge

Top URLs in Tweet in G9:
[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/
[1] https://twitter.com/frankponch72/status/1314305717487177730

Top URLs in Tweet in G10:
[1] https://www.democracynow.org/2020/10/6/headlines/nyt_wh_officials_blocking_fda_from_delaying_approval_of_vaccine_to_make_sure_its_safe
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41577-020-0321-6
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3323363/

Top Domains
Top Domains in Tweet in Entire Graph:
[109] twitter.com
[72] nih.gov
[23] youtube.com
[15] nature.com
[14] sciencedirect.com
[14] elsevierhealth.com
[13] medrxiv.org
[12] sciencemag.org
[12] maghreb-post.de
[12] nhs.uk

Top Domains in Tweet in G3:
[8] sciencemag.org

Top Domains in Tweet in G4:
[46] twitter.com
[14] nih.gov
[7] youtube.com
[5] sciencedirect.com
[3] elsevierhealth.com
[3] nejm.org
[3] tradeforprofit.net
[3] stopdebankiers.com
[2] medrxiv.org
[2] reddit.com

Top Domains in Tweet in G5:
[11] nih.gov
[7] twitter.com
[2] elsevierhealth.com
[2] youtube.com
[1] nature.com
[1] armstrongeconomics.com
[1] cdc.gov

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

Top Domains in Tweet in G7:
[6] twitter.com
[6] nih.gov
[4] lascn.com
[3] researchgate.net
[2] elsevierhealth.com
[2] plos.org
[2] asm.org
[2] nature.com
[1] semanticscholar.org
[1] pnas.org

Top Domains in Tweet in G8:
[1] rubikon.news

Top Domains in Tweet in G9:
[1] ospedalebambinogesu.it
[1] radioradio.it
[1] twitter.com

Top Domains in Tweet in G10:
[1] democracynow.org
[1] nature.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[110] covid19
[37] sarsmustend
[31] covidー19
[20] endsars
[11] endsarsnow
[10] sarscov2
[8] coronavirus
[7] biologã­acelular
[7] microbiologã­a
[6] covid



Top Hashtags in Tweet in G1:
[2] covid__19

Top Hashtags in Tweet in G3:
[1] sarscov2
[1] covid__19

Top Hashtags in Tweet in G4:
[6] covid19
[5] coronavirus
[4] endsarsnow
[3] sarscov2
[3] endsars
[3] sarsmustend
[2] nejm
[2] covid__19
[2] coronfak
[1] drmuerte

Top Hashtags in Tweet in G5:
[8] covid19
[5] madeinusa
[2] trump2020
[2] cdc
[1] coronavirus
[1] listentothescientists
[1] synthetic
[1] votebidenharris2020
[1] votebluetosaveamerica
[1] votebluetoendthisnightmare

Top Hashtags in Tweet in G6:
[1] endsars

Top Hashtags in Tweet in G10:
[1] sars_cov_2
[1] sarscov2
[1] antibody
[1] virus

Top Words
Top Words in Tweet in Entire Graph:
[4461] sars
[3815] cov
[812] virus
[563] patients
[540] 2003
[490] 2020
[454] publicado
[452] mers
[452] alarma
[451] boegob

Top Words in Tweet in G1:
[450] boegob
[450] publicado
[450] decreto
[450] 900
[450] 2020
[450] octubre
[450] declara
[450] estado
[450] alarma
[448] 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:
[642] sars
[641] cov
[320] 2003
[318] antibodies
[318] serum
[318] samples
[318] patients
[318] infected
[318] during
[318] outbreak

Top Words in Tweet in G4:
[463] sars
[461] cov
[89] î
[57] virus
[56] covid
[50] 19
[48] coronavirus
[44] mers
[39] ðµð
[32] 2003

Top Words in Tweet in G5:
[260] sars
[225] cov
[75] coronavirus
[69] virus
[48] realdonaldtrump
[46] animal
[40] covid
[38] nitric
[38] oxide
[37] respiratory

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:
[142] cov
[141] sars
[40] human
[30] flavinkins
[26] bat
[24] ayjchan
[24] billybostickson
[23] virus
[22] fcs
[21] spike

Top Words in Tweet in G8:
[119] tweetlelidy
[117] pcr
[116] nog
[116] test
[66] welke
[65] zijn
[65] die
[64] specificiteit
[64] wordt
[64] ten

Top Words in Tweet in G9:
[319] hcov
[110] virus
[106] attenzione
[106] ho
[106] letto
[106] caso
[106] bisogna
[106] chiedere
[106] quale
[106] positivi

Top Words in Tweet in G10:
[7] cov
[6] virus
[6] sars
[4] dancady
[4] thedisproof
[4] over400ppm
[3] pns_news
[3] climateben
[3] climvari
[3] article

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3571] sars,cov
[451] boegob,publicado
[451] publicado,decreto
[451] decreto,900
[451] 900,2020
[451] 2020,octubre
[451] octubre,declara
[451] declara,estado
[451] estado,alarma
[449] salvadorilla,boegob

Top Word Pairs in Tweet in G1:
[450] boegob,publicado
[450] publicado,decreto
[450] decreto,900
[450] 900,2020
[450] 2020,octubre
[450] octubre,declara
[450] declara,estado
[450] estado,alarma
[448] salvadorilla,boegob
[443] 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:
[641] sars,cov
[318] antibodies,serum
[318] serum,samples
[318] samples,patients
[318] patients,infected
[318] infected,during
[318] during,2003
[318] 2003,sars
[318] cov,outbreak
[318] outbreak,effectively

Top Word Pairs in Tweet in G4:
[421] sars,cov
[54] î,î
[45] covid,19
[34] mers,cov
[33] cov,sars
[17] cov,mers
[16] respiratory,syndrome
[15] coronavirus,sars
[12] cov,virus
[12] patients,infected

Top Word Pairs in Tweet in G5:
[215] sars,cov
[50] coronavirus,sars
[38] nitric,oxide
[35] respiratory,syndrome
[34] severe,acute
[34] acute,respiratory
[31] oxide,inhibits
[30] inhibits,prevents
[30] prevents,replication
[30] replication,cycle

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:
[115] sars,cov
[12] human,passage
[12] spike,protein
[12] cross,infection
[12] infection,studies
[12] studies,wiv
[11] s1,s2
[10] sure,human
[10] human,covs
[10] covs,mers

Top Word Pairs in Tweet in G8:
[116] pcr,test
[64] specificiteit,pcr
[64] test,wordt
[64] wordt,nog
[64] nog,ten
[64] ten,zeerste
[64] zeerste,betwijfeld
[64] betwijfeld,welke
[64] welke,primers
[64] primers,zijn

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[5] sars,cov
[3] pns_news,climateben
[3] climateben,climvari
[3] thedisproof,thinks_about_it
[3] thinks_about_it,feynmanfreaky
[3] feynmanfreaky,reckedrik
[3] reckedrik,cjtjgeol
[3] cjtjgeol,over400ppm
[2] lovemoz1,dancady
[2] dancady,pns_news

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@flavinkins
@babarlelephant
@profesorprymula
@ayjchan
@trueorigincovid
@3ghtweets
@madderdin1
@drakchaurasia
@jocelynnamber

Top Replied-To in G2:
@planwac

Top Replied-To in G3:
@defrisselle

Top Replied-To in G5:
@realdonaldtrump
@nicolepetrinosa
@mcclusters
@mike_pence
@flotus
@tomilahren
@johnnyj57391074
@inkjetblue
@pastorm_c
@noiwontgive

Top Replied-To in G7:
@flavinkins
@babarlelephant
@ayjchan
@3ghtweets
@trueorigincovid
@drakchaurasia
@billybostickson
@maga_cdr
@ephesians6__12
@jamestodaromd

Top Replied-To in G8:
@eazy_s_
@jadenozzz
@tweetlelidy

Top Replied-To in G10:
@thedisproof
@lovemoz1
@taylorsorenson6

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

Top Mentioned in G1:
@boegob
@salvadorilla

Top Mentioned in G2:
@planwac
@daniel_cubero

Top Mentioned in G3:
@sciencemagazine
@scienceadvances
@ianebow
@scipak_es

Top Mentioned in G4:
@smackenziekerr
@themightyzeph
@hscott61
@fantasticmusic
@coronav56327011
@debugliesnews
@blogdiva
@mchlbgs
@biologycytokine

Top Mentioned in G5:
@realdonaldtrump
@presscoreca
@celiafarber
@ingrahamangle
@flotus
@joebiden
@kamalaharris
@katiedaviscourt
@potus
@lopezobrador_

Top Mentioned in G6:
@ojayfemi
@exifam

Top Mentioned in G7:
@flavinkins
@billybostickson
@ayjchan
@nowackyscience
@ydeigin
@bidolinicola
@r_h_ebright
@bretweinstein
@bahulikarrahul
@nomdeplumi1

Top Mentioned in G8:
@tweetlelidy
@martingeddes
@dirk_aus_hessen
@jadenozzz
@rivm

Top Mentioned in G9:
@paola124291
@guado77
@nadia_hopppe1

Top Mentioned in G10:
@dancady
@over400ppm
@pns_news
@climateben
@climvari
@dougsha44869139
@thinks_about_it
@feynmanfreaky
@reckedrik
@cjtjgeol

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

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

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

Top Tweeters in G3:
@paulpaul49
@smadygo
@forgerat
@vagan
@marita30706158
@syawal
@sacerdotus
@magyckmoon
@nanab_2010
@_ladybyron

Top Tweeters in G4:
@maybel65
@blogdiva
@abcdabaf
@haccordingly
@hedgeenergy
@onvolosportal
@aureliacotta
@teyllan
@oohincensed
@hindustantimes

Top Tweeters in G5:
@foxnews
@nypost
@ajcalmaga
@dailycaller
@bild
@patriotczar
@herrick_a
@cantcu
@chicago1ray
@foxbusiness

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

Top Tweeters in G7:
@zeeinthemoment
@luigi_warren
@bamajeans24
@doritmi
@tarrimarkel
@yatesmouse1
@maga_cdr
@_measly
@real_adam_b
@frankdelia7

Top Tweeters in G8:
@kassandratroy
@peter_porto
@huigen2
@bpalust
@marjavancaem
@plepsart
@bingosmurf
@spymacho
@rimhaadjomtien
@mikebrons1

Top Tweeters in G9:
@sonialavera
@thewaterflea
@lucymilano92
@eterea_naive
@saraosalvatore
@piras_zia
@italianoeromano
@lpincia
@geokawa
@25o319

Top Tweeters in G10:
@rmack2x
@drumeshprabhu
@tokyo_tom
@cyclejunkie88
@asinister
@drwaheeduddin
@no2wind
@nooil4pacifists
@dawntj90
@manifesto2000