SARS-COV, Twitter, 7/3/2020 9:07:36 PM, 230190


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SARS-COV_2020-07-03_01-55-13.xlsx
SARS-COV_2020-07-03_01-55-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/31IJ4Wc
@daniilgor
@ayjchan
@daniellevitt22
@donkamion78
@carrenimfa
@flavinkins
@realdonaldtrump
@billybostickson
@__ice9
@nanogenomic

Top hashtags:
#covid19
#sepaque
#coronavirus
#كورونا
#sarscov2
#كوفيد_19
#komeshacorona
#tulcán

Description:
Description
The graph represents a network of 3,339 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, 03 July 2020 at 08:56 UTC.

The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 38-minute period from Friday, 19 June 2020 at 00:34 UTC to Thursday, 02 July 2020 at 12:13 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 : 3339
Unique Edges : 2158
Edges With Duplicates : 2818
Total Edges : 4976
Number of Edge Types : 5
Retweet : 1105
MentionsInRetweet : 1458
Replies to : 684
Tweet : 599
Mentions : 1130
Self-Loops : 637
Reciprocated Vertex Pair Ratio : 0.0154798761609907
Reciprocated Edge Ratio : 0.0304878048780488
Connected Components : 844
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 275
Maximum Edges in a Connected Component : 774
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.551161
Graph Density : 0.000264858308879698
Modularity : 0.624191
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,339 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, 03 July 2020 at 08:56 UTC.

The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 38-minute period from Friday, 19 June 2020 at 00:34 UTC to Thursday, 02 July 2020 at 12:13 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:
[27] https://www.linkedin.com/slink?code=gmByVym
[14] https://www.cidrap.umn.edu/news-perspective/2020/06/chinese-study-antibodies-covid-19-patients-fade-quickly
[9] https://cmr.asm.org/content/33/4/e00028-20
[8] https://efectococuyo.com/salud/el-abc-de-la-pandemia-guia-para-entender-todo-sobre-coronavirus/
[6] https://www.biorxiv.org/content/10.1101/2020.06.17.156455v1
[5] https://www.biorxiv.org/content/10.1101/2020.04.06.026476v1
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[4] https://www.linkedin.com/slink?code=gMyU-z6
[3] https://abg-ip.com/coronavirus-patents/?cli_action=1593015134.564
[3] http://H.Ni

Top URLs in Tweet in G1:
[3] https://www.diariomomento.com/una-vacuna-mexicana-contra-el-virus-sars-cov-2-en-marcha/
[2] https://www.biorxiv.org/content/10.1101/2020.06.17.156455v1
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-0924-2
[2] https://www.semanticscholar.org/paper/Virus-specific-memory-CD8-T-cells-provide-from-Channappanavar-Fett/6ac1ab54289fae7f34e7621422d9cc85ec73006b?p2df
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[1] https://www.instagram.com/accounts/login/?next=/p/CBmvvNnj305RFtkrK77rfn0k6_4BQ0gxtbQQSA0/%3Figshid%3D13ylchpel82dd
[1] https://www.instagram.com/accounts/login/?next=/p/CBngUQQjePa/%3Figshid%3D11dnqpy7imszc
[1] https://twitter.com/Ariasvilla/status/1273996059619069957?s=19
[1] http://infolliteras.com/2020/06/19/descubren-rastros-del-sars-cov-2-virus-en-aguas-residuales-desde-inicios-de-diciembre-del-ano-pasado-en-italia/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930471-0%2Ffulltext%3Futm_source%3DCoronavirus_Update%26utm_medium%3Demail%26utm_campaign%3Dcvupdate061920&rc=0

Top URLs in Tweet in G2:
[5] https://www.biorxiv.org/content/10.1101/2020.04.06.026476v1
[3] https://stm.sciencemag.org/content/11/515/eaax5866
[3] https://pubmed.ncbi.nlm.nih.gov/32573711/
[2] https://europepmc.org/article/med/25100850
[2] https://www.youtube.com/watch?v=de89sFYbc4E

[1] https://foodyblog9900.blogspot.com/2020/06/covid-19-spike-and-furin-cleavage.html?m=1
[1] https://twitter.com/flavinkins/status/1275463136024293376
[1] https://www.biorxiv.org/content/10.1101/2020.04.27.064279v1
[1] https://www.youtube.com/watch?v=Yla59UtU7dc

[1] https://www.youtube.com/watch?v=KOchIPVUE_E


Top URLs in Tweet in G3:
[1] https://www.medrxiv.org/content/10.1101/2020.06.13.20129627v1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5519164/
[1] https://asunow.asu.edu/20200505-asu-scientific-team-finds-new-unique-mutation-coronavirus-study

Top URLs in Tweet in G4:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7103675/
[1] https://pubmed.ncbi.nlm.nih.gov/26552008/
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/technical-guidance/laboratory-guidance

Top URLs in Tweet in G5:
[1] https://urlz.fr/cZ2l
[1] https://www.youtube.com/watch?v=Zf7nWmnoIas

[1] https://www.youtube.com/watch?v=6IY4M0kp8xM&feature=youtu.be

[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7112694/
[1] https://jvi.asm.org/content/82/4/1899
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3298239/

Top URLs in Tweet in G7:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/#!po=2.38095

Top URLs in Tweet in G10:
[27] https://www.linkedin.com/slink?code=gmByVym
[4] https://www.linkedin.com/slink?code=gMyU-z6
[1] https://www.linkedin.com/slink?code=gVMBNNC
[1] https://twitter.com/adamhamdy/status/1273527148758827008?s=21
[1] https://twitter.com/adamhamdy/status/1273527148758827008
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/cyto.a.24047?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[84] twitter.com
[66] nih.gov
[33] linkedin.com
[23] biorxiv.org
[21] maghreb-post.de
[15] sciencedirect.com
[15] nature.com
[15] youtube.com
[14] umn.edu
[13] asm.org

Top Domains in Tweet in G1:
[41] twitter.com
[15] nih.gov
[8] instagram.com
[4] youtube.com
[3] biorxiv.org
[3] nature.com
[3] diariomomento.com
[3] sciencedirect.com
[3] trialbulletin.com
[2] elsevierhealth.com

Top Domains in Tweet in G2:
[13] nih.gov
[9] biorxiv.org
[5] twitter.com
[4] youtube.com
[4] sciencedirect.com
[4] sciencemag.org
[3] europepmc.org
[3] nature.com
[2] espacenet.com
[2] elsevierhealth.com

Top Domains in Tweet in G3:
[1] medrxiv.org
[1] nih.gov
[1] asu.edu

Top Domains in Tweet in G4:
[2] nih.gov
[1] who.int

Top Domains in Tweet in G5:
[2] youtube.com
[2] nih.gov
[1] urlz.fr
[1] asm.org

Top Domains in Tweet in G7:
[1] nih.gov

Top Domains in Tweet in G10:
[32] linkedin.com
[2] twitter.com
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] covid19
[29] sepaque
[29] coronavirus
[28] كورونا
[26] sarscov2
[14] كوفيد_19
[14] komeshacorona
[9] tulcán
[8] covid_19
[8] prevenircovid19



Top Hashtags in Tweet in G1:
[15] covid19
[8] coronavirus
[3] corona
[3] covid_19
[3] sarscov2
[2] quedateencasa
[2] conguitoslivesmatter
[2] orgullo2020
[1] who
[1] minet

Top Hashtags in Tweet in G2:
[1] sarscov
[1] covid19
[1] interferon
[1] sting
[1] ll37
[1] apoptosis
[1] zinc

Top Hashtags in Tweet in G3:
[7] coronavirus

Top Hashtags in Tweet in G5:
[1] apresj20

Top Words
Top Words in Tweet in Entire Graph:
[2971] cov
[2921] sars
[486] virus
[385] covid
[372] 19
[369] mers
[307] coronavirus
[126] 2003
[123] bat
[110] study

Top Words in Tweet in G1:
[474] cov
[471] sars
[60] virus
[57] 19
[48] mers
[47] covid
[44] coronavirus
[20] infection
[17] against
[16] 2003

Top Words in Tweet in G2:
[190] sars
[184] cov
[29] flavinkins
[27] virus
[25] rolandbakeriii
[24] ayjchan
[24] billybostickson
[22] theseeker268
[21] spike
[20] protein

Top Words in Tweet in G3:
[95] sars
[95] cov
[91] potentially
[91] stunning
[91] paper
[91] reports
[91] detection
[91] genomes
[91] sample
[91] barcelona

Top Words in Tweet in G4:
[60] cov
[55] sars
[31] realdonaldtrump
[19] virus
[11] coronavirus
[9] covid
[9] detect
[7] disease
[7] very
[6] coronaviruses

Top Words in Tweet in G5:
[69] sars
[57] cov
[17] ballouxfrancois
[15] virus
[11] more
[11] months
[11] same
[10] tjs
[9] karl_lauterbach
[9] cell

Top Words in Tweet in G6:
[75] sars
[75] cov
[61] manelsellares67
[38] brotes
[36] 20
[36] activos
[36] repartidos
[36] territorio
[36] masca
[36] nuevo

Top Words in Tweet in G7:
[3] mybrothersshot
[3] hughology
[3] lonestarebel
[3] apitts_1
[3] kc33phoenix
[3] paul_pisano
[3] dunroamin4ever
[3] pro1776anti1984
[2] traderpattx1
[2] pragmaticm

Top Words in Tweet in G8:
[4] cov
[4] sars
[3] causes
[2] humans
[2] mers

Top Words in Tweet in G9:
[27] sars
[22] cov
[12] hcq
[11] fauci
[8] praised
[7] 2005
[7] prophylaxis
[7] treatment
[6] same
[5] cnn

Top Words in Tweet in G10:
[78] sars
[76] cov
[29] grawoig
[27] accepted
[27] preprint
[27] structural
[27] basis
[27] receptor
[27] binding
[27] small

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2624] sars,cov
[344] covid,19
[301] mers,cov
[226] cov,sars
[171] cov,mers
[94] cov,genomes
[91] potentially,stunning
[91] stunning,paper
[91] paper,reports
[91] reports,detection

Top Word Pairs in Tweet in G1:
[426] sars,cov
[43] covid,19
[42] mers,cov
[29] cov,mers
[26] cov,sars
[13] respiratory,syndrome
[12] sars,2002年11月新型コロナウイルス発見
[12] 2002年11月新型コロナウイルス発見,sars
[12] cov,中国の広東省仏山市
[12] 中国の広東省仏山市,新型sars

Top Word Pairs in Tweet in G2:
[163] sars,cov
[20] cov,sars
[13] mers,cov
[13] covid,19
[12] cov,spike
[11] rolandbakeriii,ayjchan
[9] theseeker268,luigi_warren
[9] helping,viruses
[9] viruses,help
[9] help,themselves

Top Word Pairs in Tweet in G3:
[95] sars,cov
[91] potentially,stunning
[91] stunning,paper
[91] paper,reports
[91] reports,detection
[91] detection,sars
[91] cov,genomes
[91] genomes,sample
[91] sample,barcelona
[91] barcelona,wastewater

Top Word Pairs in Tweet in G4:
[52] sars,cov
[6] assays,detect
[4] cov,sars
[4] covid,19
[4] realdonaldtrump,right
[4] right,coronaviruses
[4] coronaviruses,very
[4] very,common
[4] common,majority
[4] majority,cause

Top Word Pairs in Tweet in G5:
[57] sars,cov
[7] virus,sars
[6] cov,2003
[5] ballouxfrancois,key
[5] key,point
[5] point,cells
[5] cells,responses
[5] responses,sars
[5] 2003,much
[5] much,more

Top Word Pairs in Tweet in G6:
[75] sars,cov
[36] 20,brotes
[36] brotes,activos
[36] activos,sars
[36] cov,repartidos
[36] repartidos,territorio
[36] territorio,masca
[36] masca,nuevo
[36] nuevo,confinamiento
[36] confinamiento,estado

Top Word Pairs in Tweet in G7:
[3] mybrothersshot,hughology
[3] hughology,lonestarebel
[3] lonestarebel,apitts_1
[3] apitts_1,kc33phoenix
[3] kc33phoenix,paul_pisano
[3] paul_pisano,dunroamin4ever
[3] dunroamin4ever,pro1776anti1984
[2] traderpattx1,mybrothersshot
[2] pro1776anti1984,pragmaticm

Top Word Pairs in Tweet in G8:
[3] cov,causes
[3] sars,cov

Top Word Pairs in Tweet in G9:
[22] sars,cov
[8] praised,hcq
[6] prophylaxis,treatment
[5] sars,cov2
[5] 600,000
[4] treatment,sars
[4] same,way
[4] dangerous,600
[4] 000,americans
[4] americans,take

Top Word Pairs in Tweet in G10:
[75] sars,cov
[28] cov,sars
[27] accepted,preprint
[27] preprint,structural
[27] structural,basis
[27] basis,sars
[27] cov,receptor
[27] receptor,binding
[27] binding,small
[27] small,molecule

Top Replied-To
Top Replied-To in Entire Graph:
@flavinkins
@nanogenomic
@realdonaldtrump
@ballouxfrancois
@karl_lauterbach
@trueorigincovid
@jonrappoport
@mjmissy
@chris_f_carson
@aparanjape

Top Replied-To in G2:
@flavinkins
@nanogenomic
@trueorigincovid
@mhmed718
@houndcl
@__ice9
@franciscodeasis
@billybostickson
@theseeker268
@rossana38510044

Top Replied-To in G3:
@annabelkram

Top Replied-To in G4:
@realdonaldtrump
@chris_f_carson
@eugenegu
@mollyjongfast
@mmpadellan
@peterdaszak
@thorwarrior1
@neverneutral3
@lun_avi
@mareese1020

Top Replied-To in G5:
@ballouxfrancois
@karl_lauterbach
@lilienpower98
@markslifka
@leicestersq2
@abdelsamhat
@womanofswitzer1
@annemariemaul
@bmg_bund
@swhotmess

Top Replied-To in G7:
@mybrothersshot

Top Replied-To in G8:
@mother_gia

Top Replied-To in G9:
@heathcoghlan
@paddy2411
@thebostongirl1
@offciallena
@jeanetteinmn
@juliekinzie
@ypsi_chick
@donaldrusso994
@nygovcuomo
@anaisaretino

Top Replied-To in G10:
@werallsurvivors
@lynnfynn3
@drericding
@elizabethkamel
@_leitadas_loen

Top Mentioned
Top Mentioned in Entire Graph:
@daniilgor
@manelsellares67
@gmanews
@grawoig
@viralemergence
@wormmaps
@realdonaldtrump
@jwdaddy80
@ayjchan
@rolandbakeriii

Top Mentioned in G1:
@anagsllisarvens
@infolliteras
@er_td4
@uoe_im
@khudadah
@rosenba40153525
@albertonoal63
@kraus_read

Top Mentioned in G2:
@rolandbakeriii
@ayjchan
@billybostickson
@theseeker268
@flavinkins
@bahulikarrahul
@franciscodeasis
@antgduarte
@luigi_warren
@trueorigincovid

Top Mentioned in G3:
@daniilgor
@daniellevitt22
@ayjchan
@justin_hart
@tangrantum
@mlevitt_np2013

Top Mentioned in G4:
@realdonaldtrump
@briantylercohen
@peternavarro45
@eemerald4
@teamtrump
@bearsfan4lyf75
@projectlincoln
@adeptinitiate
@potus
@jeratep

Top Mentioned in G5:
@ballouxfrancois
@vaczineanalytic
@biocycle13
@karl_lauterbach
@hendrikstreeck
@dpshuffle
@eu2020de
@latimeralder
@imdarrendunn2
@markslifka

Top Mentioned in G6:
@manelsellares67
@culturasobreme1
@carolinazuheill

Top Mentioned in G7:
@hughology
@lonestarebel
@apitts_1
@kc33phoenix
@paul_pisano
@dunroamin4ever
@pro1776anti1984
@traderpattx1
@mybrothersshot
@pragmaticm

Top Mentioned in G8:
@veritasever
@mcfunny
@katlarue7
@just4thecause
@milanovnina
@ianfmusgrave
@handmadekathy
@yellowsmama
@kstateturk
@kevinault

Top Mentioned in G9:
@cnn
@darthslotr
@the_resistor
@robertdumaine
@bmwtjd14
@alfajean
@riberdyron
@pphilou34
@orhekto
@raoult_didier

Top Mentioned in G10:
@grawoig
@mirvatermos
@drericding
@10newsfirst
@adamhamdy
@lynnfynn3
@soltysik_rob
@werallsurvivors
@glennedrover
@zev_dr

Top Tweeters
Top Tweeters in Entire Graph:
@united
@isaaranjuez
@sinembargomx
@latercera
@tovaga
@thehill
@monty_chadha
@indianexpress
@g1
@gmanews

Top Tweeters in G1:
@medical_news_j
@indigohawthorne
@steffelechef
@mirai_kataruyo
@hypathieblog
@infolliteras
@pririn_
@rebeldiletante
@the301st
@charlesmilander

Top Tweeters in G2:
@alykhansatchu
@mutalabala
@wsj
@marymac41
@luigi_warren
@hbdchick
@robinenochs
@free_thoughts_1
@nitronut128
@simonzerafa

Top Tweeters in G3:
@kacy10000
@buckleylad88
@dandaman4us
@stahlzart
@nickdecusa
@proftimnoakes
@jenay_shanks
@politisourced
@donkamion78
@duckford10

Top Tweeters in G4:
@businessinsider
@truefactsstated
@mollyjongfast
@509shawng
@gobidad11
@dvillella
@mmpadellan
@amy_siskind
@nazosan2
@jerome_corsi

Top Tweeters in G5:
@latimeralder
@lymanstoneky
@swhotmess
@angelah08745929
@daniellefong
@_lemoog_
@ich_bins_jetzt
@cyrilpedia
@priscillacalvan
@aslavitt

Top Tweeters in G6:
@atletista1989
@victory091981
@jacamp98
@lalita0007
@futbolresultado
@nebulosa21
@mons_cm
@celiaisa
@caramel07370483
@dianaagra

Top Tweeters in G7:
@janettxblessed
@svagdis
@rogerfritz7
@dunroamin4ever
@nascarred14
@mattknez1961
@mickelodoole
@meltinginmarana
@serphillipsbob
@jenniekoo

Top Tweeters in G8:
@veritasever
@doritmi
@rocza
@mission2heal
@just4thecause
@awithonelison
@plasticdoe
@takethatdoctors
@mcfunny
@katlarue7

Top Tweeters in G9:
@cnn
@donna78700883
@socalvalleygal
@cbs6albany
@donaldrusso994
@giagm2013
@robertdumaine
@teralynda
@bradcelmainis
@nygovcuomo

Top Tweeters in G10:
@monty_chadha
@madrynha2012
@mllnola
@vito4224
@accident
@mandersonhare1
@wulf_9
@grawoig
@10newsfirst
@denutrients