SARS-COV, Twitter, 1/12/2023 11:55:16 AM, 287822


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SARS-COV_2023-01-12_03-47-14.xlsx
SARS-COV_2023-01-12_03-47-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2023
Short Description:
SARS-COV via NodeXL https://bit.ly/3QGExuX
@rwmalonemd
@youarelobbylud
@neherbirgitta
@missylyn19
@eh_den
@miguelnicolelis
@sonialavera
@humanitepaix
@_ppmv
@seki_yo

Top hashtags:
#pfizer
#biontech
#sarscov2
#covid19
#hydroxychloroquine
#therats
#sars
#mironews

Description:
Description
The graph represents a network of 5,189 Twitter users whose recent tweets contained "SARS-COV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 1028-day, 8-hour, 42-minute period from Thursday, 19 March 2020 at 15:22 UTC to Thursday, 12 January 2023 at 00:04 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5189
Unique Edges : 984
Edges With Duplicates : 10298
Total Edges : 11282
Number of Edge Types : 9
Retweet : 4621
MentionsInRetweet : 4835
MentionsInReplyTo : 1051
Replies to : 456
Tweet : 164
MentionsInQuoteReply : 35
Quote : 64
Mentions : 17
MentionsInQuote : 39
Self-Loops : 381
Reciprocated Vertex Pair Ratio : 0.0138332726610848
Reciprocated Edge Ratio : 0.0272890484739677
Connected Components : 234
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 4246
Maximum Edges in a Connected Component : 9245
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.839798
Graph Density : 0.000206905272154354
Modularity : 0.434565
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,189 Twitter users whose recent tweets contained "SARS-COV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 1028-day, 8-hour, 42-minute period from Thursday, 19 March 2020 at 15:22 UTC to Thursday, 12 January 2023 at 00:04 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[19] https://twitter.com/RWMaloneMD/status/1609550833598844931
[7] https://twitter.com/YouAreLobbyLud/status/1610617921692131334
[4] https://twitter.com/KirkPendergras/status/1570428549877870595/photo/1
[4] http://m.in
[4] https://twitter.com/_ppmv/status/1577980530339024898/photo/1
[4] https://twitter.com/NeherBirgitta/status/1558133816992190467/photo/1
[4] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[4] https://twitter.com/FieldWhistle/status/1613276527336251394/photo/1
[4] https://twitter.com/randomies/status/1478814411221614593/photo/1
[4] https://twitter.com/DonnieV23/status/1612981287081443334/photo/1

Top URLs in Tweet in G1:
[8] https://twitter.com/RWMaloneMD/status/1609550833598844931
[1] https://www.theepochtimes.com/health/ivermectin-is-safe-and-effective-the-evidence_4944960.html?utm_source=share-btn-copylink
[1] https://twitter.com/rwmalonemd/status/1609550833598844931

Top URLs in Tweet in G2:
[2] https://twitter.com/YouAreLobbyLud/status/1585476128038277121/photo/1
[1] https://labsafety.gwu.edu/sites/g/files/zaxdzs2451/f/downloads/Biosafety%20Levels%20for%20Biological%20Agents.pdf
[1] https://twitter.com/YouAreLobbyLud/status/1610617934476632065/photo/1
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517532v1.full.pdf
[1] https://twitter.com/YouAreLobbyLud/status/1610617921692131334/photo/1
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2022.1035559/full
[1] https://twitter.com/Derek_a_Franks/status/1612501716985057280/photo/1
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00831-3/fulltext
[1] https://twitter.com/Derek_a_Franks/status/1612499742860414976/photo/1
[1] https://twitter.com/ampincivero/status/1610680639304470536/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/eh_den/status/1612762528399982593/photo/1
[3] https://www.csape.international/
[2] https://twitter.com/eh_den/status/1612786100614864896/photo/1
[2] https://twitter.com/eh_den/status/1612766128417153024/photo/1
[2] https://twitter.com/HumanitePaix/status/1611291944793112576/photo/1
[2] https://twitter.com/HumanitePaix/status/1590752970475728896/photo/1
[2] https://twitter.com/HumanitePaix/status/1611104289388220429/photo/1
[2] https://twitter.com/HumanitePaix/status/1588310922321616896/photo/1
[2] https://twitter.com/HumanitePaix/status/1611037465107628044/photo/1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC521845/

Top URLs in Tweet in G4:
[4] https://twitter.com/_ppmv/status/1577980530339024898/photo/1
[2] https://twitter.com/YouAreLobbyLud/status/1610617921692131334
[2] https://twitter.com/_ppmv/status/1610348417875591169/photo/1
[1] https://twitter.com/RealCheckMarker/status/1605543494709153792?s=20&t=34EZr1irD4nq-l2CW8f-Og
[1] https://www.merckmanuals.com/professional/hematology-and-oncology/leukopenias/lymphocytopenia
[1] https://www.mdpi.com/1999-4915/12/1/14
[1] https://www.merckmanuals.com/en-ca/professional/hematology-and-oncology/leukopenias/lymphocytopenia
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2020.552909/full
[1] https://twitter.com/EnemyInAState/status/1611384262833340420/photo/1
[1] https://www.sciencedirect.com/science/article/pii/S037811192200840X

Top URLs in Tweet in G5:
[1] https://twitter.com/YouAreLobbyLud/status/1610617921692131334

Top URLs in Tweet in G6:
[1] https://www.biorxiv.org/content/10.1101/2022.10.18.512756v1
[1] https://twitter.com/Carrotsandpars1/status/1610637788172402688/photo/1

Top URLs in Tweet in G7:
[3] http://forumvse.si
[2] https://twitter.com/skrased85/status/1446195650186592264/photo/1
[2] https://twitter.com/0ddette/status/1610269935795687429/photo/1
[2] https://twitter.com/0ddette/status/1610269405618880518/photo/1
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3371787/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3371787/#R1
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/
[2] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[1] https://www.biorxiv.org/content/10.1101/2023.01.04.522794v1
[1] https://news.gsu.edu/research-magazine/outsmarting-pandemic-viruses?utm_source=ibms-social&utm_medium=social&utm_campaign=health-wellness&utm_term=antiviral-drugs-universal-vaccines&utm_source=&utm_medium=social&utm_term=&utm_content=&utm_campaign=

Top URLs in Tweet in G8:
[4] https://twitter.com/NeherBirgitta/status/1558133816992190467/photo/1
[1] https://www.cdc.gov/sars/lab/images.html
[1] https://science.slashdot.org/story/23/01/11/1529204/moderna-ceo-400-price-hike-on-covid-vaccine-consistent-with-the-value?utm_source=slashdot&utm_medium=twitter
[1] https://twitter.com/RWMaloneMD/status/1609550833598844931
[1] https://patents.google.com/patent/US20100150923A1/en?q=Hace2&q=Corona&before=priority:20200101
[1] https://twitter.com/i/web/status/1610752507843674113
[1] https://twitter.com/GalG____/status/1610745698072272896
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top URLs in Tweet in G9:
[1] https://www.sciencedirect.com/science/article/pii/S001393512201982X

Top URLs in Tweet in G10:
[1] https://pdb101.rcsb.org/motm/246

Top Domains
Top Domains in Tweet in Entire Graph:
[268] twitter.com
[37] nih.gov
[7] nature.com
[6] sciencedirect.com
[4] m.in
[4] biorxiv.org
[4] fluoridefreepeel.ca
[4] acs.org
[4] gotktk.com
[3] bmj.com

Top Domains in Tweet in G1:
[9] twitter.com
[1] theepochtimes.com

Top Domains in Tweet in G2:
[9] twitter.com
[2] thelancet.com
[1] gwu.edu
[1] biorxiv.org
[1] frontiersin.org
[1] mdpi.com

Top Domains in Tweet in G3:
[25] twitter.com
[3] nih.gov
[3] csape.international
[1] microbiologyresearch.org
[1] senate.gov
[1] anopex.org
[1] youtube.com
[1] substack.com

Top Domains in Tweet in G4:
[22] twitter.com
[2] merckmanuals.com
[1] mdpi.com
[1] frontiersin.org
[1] sciencedirect.com
[1] theglobeandmail.com
[1] tagesspiegel.de
[1] excli.de
[1] cell.com
[1] wiley.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] biorxiv.org
[1] twitter.com

Top Domains in Tweet in G7:
[19] twitter.com
[14] nih.gov
[4] gotktk.com
[3] forumvse.si
[2] sciencedirect.com
[2] njctw.com
[2] youtube.com
[2] ne.jp
[2] myjournals.org
[1] biorxiv.org

Top Domains in Tweet in G8:
[7] twitter.com
[1] cdc.gov
[1] slashdot.org
[1] google.com
[1] biomedcentral.com

Top Domains in Tweet in G9:
[1] sciencedirect.com

Top Domains in Tweet in G10:
[1] rcsb.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[105] pfizer
[102] biontech
[24] sarscov2
[8] covid19
[7] hydroxychloroquine
[7] therats
[6] sars
[6] mironews
[6] drfauci
[5] covid



Top Hashtags in Tweet in G2:
[2] xbb15
[1] letitrip
[1] sars2
[1] omicron
[1] sarscov2
[1] covidlong

Top Hashtags in Tweet in G3:
[97] pfizer
[97] biontech
[18] sarscov2
[7] therats
[1] ace2
[1] vœux

Top Hashtags in Tweet in G4:
[3] sars
[1] airborneaids
[1] aiv
[1] sidu

Top Hashtags in Tweet in G7:
[2] sarscov2
[2] pseudotyped
[2] hiv
[2] 293t
[2] wizbiotech
[2] ひわさん
[1] vaxinjured
[1] vaxxed
[1] vaccinedeaths
[1] vaccineinjuries

Top Hashtags in Tweet in G8:
[1] pfizer
[1] biontech

Top Words
Top Words in Tweet in Entire Graph:
[3415] sars
[3280] cov
[3142] different
[2389] virus
[2174] people
[2161] gain
[2161] millions
[2157] caused
[2150] deaths
[2147] manipulation

Top Words in Tweet in G1:
[2073] sars
[2073] cov
[2067] virus
[2066] manipulation
[2066] gain
[2066] millions
[2064] deaths
[2064] caused
[2063] evidence
[2063] people

Top Words in Tweet in G2:
[3054] different
[1758] youarelobbylud
[1667] graphic
[1620] xbb
[1529] shows
[1528] paper
[1527] very
[1527] linked
[1527] worrying
[165] both

Top Words in Tweet in G3:
[158] sars
[99] cov
[97] #pfizer
[97] #biontech
[90] eh_den
[84] rh
[75] génocide
[66] infection
[60] used
[44] believe

Top Words in Tweet in G4:
[104] sars
[78] cov
[30] different
[28] _ppmv
[25] xbb
[21] realcheckmarker
[20] virus
[16] youarelobbylud
[16] very
[14] more

Top Words in Tweet in G5:
[92] xbb
[88] em
[87] fio
[87] vão
[87] importante
[87] nova
[87] tão
[87] extremamente
[87] causar
[87] serem

Top Words in Tweet in G6:
[9] cov
[8] sars
[6] takethatct
[6] mcfunny
[5] paper
[5] ghoppe
[4] mers
[4] aspalaasnasntyr
[4] jessemutiny
[4] findtheothersuk

Top Words in Tweet in G7:
[131] sars
[116] cov
[20] coronavirus
[19] virus
[14] 19
[13] vaccine
[13] co
[13] quote
[11] covid
[10] cell

Top Words in Tweet in G8:
[37] sars
[34] cov
[14] covid
[12] 19
[11] patients
[11] effective
[10] virus
[8] elonmusk
[6] ill
[6] nose

Top Words in Tweet in G9:
[95] anos
[45] mundo
[45] 002
[45] taxa
[45] 19
[45] fatalidade
[45] 39
[45] 29
[45] 30
[45] 20

Top Words in Tweet in G10:
[2] geezercitizenx
[2] laurihwilliams
[2] mario19795947
[2] somedayuwillsee
[2] aka_c00lest
[2] dylzak
[2] mjoyce1950
[2] reneep43
[2] altavozmagalong
[2] wolf_ofthe_west

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3219] sars,cov
[2181] cov,virus
[2138] gain,function
[2136] deaths,millions
[2134] function,sars
[2134] manipulation,caused
[2134] caused,deaths
[2134] virus,manipulation
[2133] vast,amounts
[2133] people,vast

Top Word Pairs in Tweet in G1:
[2073] sars,cov
[2063] millions,people
[2063] function,sars
[2063] vast,amounts
[2063] cov,virus
[2063] virus,manipulation
[2063] amounts,evidence
[2063] evidence,suggest
[2063] gain,function
[2063] caused,deaths

Top Word Pairs in Tweet in G2:
[1527] very,graphic
[1527] xbb,worrying
[1527] different,xbb
[1527] linked,paper
[1527] worrying,very
[1527] shows,different
[1527] paper,shows
[1527] graphic,linked
[1526] youarelobbylud,different
[140] mine,wanted

Top Word Pairs in Tweet in G3:
[99] sars,cov
[97] #pfizer,#biontech
[59] #biontech,used
[43] believe,#pfizer
[42] macaques,usually
[42] infection,rh
[42] used,rhesus
[42] cov,infection
[42] sars,sars
[42] develop,sars

Top Word Pairs in Tweet in G4:
[72] sars,cov
[12] graphic,linked
[12] virus,sars
[12] shows,different
[12] linked,paper
[12] worrying,very
[12] xbb,worrying
[12] paper,shows
[12] different,xbb
[12] very,graphic

Top Word Pairs in Tweet in G5:
[87] xbb,vão
[87] mundo,serem
[87] serem,tão
[87] em,mundo
[87] problema,em
[87] extremamente,importante
[87] causar,problema
[87] importante,mostrando
[87] variantes,xbb
[87] nova,variantes

Top Word Pairs in Tweet in G6:
[7] sars,cov
[4] jessemutiny,ubiquitous_romp
[4] mcfunny,notmrfarmer
[4] iluvtruth2,mcfunny
[4] aspalaasnasntyr,takethatct
[4] ubiquitous_romp,diedsuddenly
[3] cov,mers
[2] justplaying2win,dcgreenzone1
[2] diedsuddenly,found
[2] alaskacryptogi1,tenebra99

Top Word Pairs in Tweet in G7:
[107] sars,cov
[10] cov,sars
[10] covid,19
[9] mers,cov
[7] cov,mers
[6] end,quote
[6] virus,sars
[5] novel,coronavirus
[5] sars,coronavirus
[5] ncov,sars

Top Word Pairs in Tweet in G8:
[33] sars,cov
[12] covid,19
[9] cov,virus
[6] severely,ill
[6] cov,severely
[6] patients,sars
[6] genome,sars
[6] cov,shares
[6] shares,genome
[6] breathe,nose

Top Word Pairs in Tweet in G9:
[45] 30,39
[45] mais,mortal
[45] 20,29
[45] 011,30
[45] anos,011
[45] fatalidade,0003
[45] cov,taxa
[45] taxa,fatalidade
[45] 29,anos
[45] 0003,19

Top Word Pairs in Tweet in G10:
[2] mjoyce1950,michael94173566
[2] justin00wilton,mario19795947
[2] eddiepullman75,somedayuwillsee
[2] skullapple27,dray3time
[2] somedayuwillsee,unity_coach
[2] cha0te,skullapple27
[2] sars,cov
[2] blaylockmooky,carrieh74742197
[2] somedude710,zentigernz
[2] dhasper,mjoyce1950

Top Replied-To
Top Replied-To in Entire Graph:
@spiritoflillith
@itsbs_youtube
@scatbat392
@johnnyvento2
@parentmishmash
@tagesspiegel
@healthbyjames
@elonmusk
@realcheckmarker
@1goodtern

Top Replied-To in G2:
@youarelobbylud
@fallontonight
@gordon910
@ampincivero
@pr_logos
@kashprime

Top Replied-To in G3:
@realstewpeters
@anopex1
@kevinfolta
@isnotsettled
@john_bumblebee

Top Replied-To in G4:
@parentmishmash
@realcheckmarker
@tagesspiegel
@davidlymanning
@ykramerezha
@katikazeo
@mrmickme
@mirella_phd
@enemyinastate
@drajm

Top Replied-To in G6:
@scatbat392
@mr_magoo5
@ghoppe
@barryjohnreid21
@carrotsandpars1
@jayboy752

Top Replied-To in G8:
@elonmusk
@slashdot
@dragonfishy
@christarpher72
@missylyn19
@realmoonsafari
@thesaviorweneed
@buckystopshere
@marshablackburn
@sensanders

Top Replied-To in G10:
@375norselegend
@mpc_xetts

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@youarelobbylud
@eh_den
@miguelnicolelis
@caguarany
@drgreghouse73
@humanitepaix
@_ppmv
@antiglobalistah
@keyaki1117

Top Mentioned in G1:
@rwmalonemd
@gordochoto_
@goodannemashu

Top Mentioned in G2:
@youarelobbylud
@njbbari3
@dgbassani
@007nowayout
@ampincivero
@subzerocovid

Top Mentioned in G3:
@eh_den
@humanitepaix
@rwmalonemd
@zombywoof2022
@theroyalrant
@anonupon
@stephanieseneff
@lalaruefrench75
@lacabat

Top Mentioned in G4:
@_ppmv
@realcheckmarker
@youarelobbylud
@fitterhappieraj
@karkaytan
@shesclementine1
@toit_ilze
@witsvida
@mrcza
@shabirmadh

Top Mentioned in G5:
@miguelnicolelis
@youarelobbylud

Top Mentioned in G6:
@takethatct
@mcfunny
@lummhandy
@aspalaasnasntyr
@iluvtruth2
@notmrfarmer
@maureenstroud
@findtheothersuk
@jessemutiny
@ubiquitous_romp

Top Mentioned in G7:
@siz_hala
@skrased85
@foolsmultiply

Top Mentioned in G8:
@drcole12
@elonmusk
@neherbirgitta
@slashdot
@thecoastguy
@iceagegardener
@bvw_redux
@369marcelo
@wtyl_live
@kingscommon1

Top Mentioned in G9:
@caguarany

Top Mentioned in G10:
@dylzak
@umfpt
@eddiepullman75
@somedayuwillsee
@unity_coach
@tdillon06
@blaylockmooky
@carrieh74742197
@acampbelteacher
@adevotedyogi

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@jurylady5
@roblwilson
@citrus_kyoto
@sonialavera
@altai_armande
@dclarediane
@reuters
@drdaveanddee
@wildwalkerwoman

Top Tweeters in G1:
@dclarediane
@drdaveanddee
@bamaperry
@cherrybaysb
@mik61scot
@mlas
@pedrosoprost
@william85837998
@1artniece2
@bakersonpeekay

Top Tweeters in G2:
@jornalistavitor
@roblwilson
@citrus_kyoto
@bassaces1
@silvrib
@blanketcrap
@cordwainerscat
@mrtachilles
@saintwalker98
@darylgibson

Top Tweeters in G3:
@sonialavera
@altai_armande
@elalam_vnz
@imoresi
@josmirek
@ralphscenic
@lissnup
@cadiedorange172
@semmoneglynn
@lalaruefrench75

Top Tweeters in G4:
@jurylady5
@wildwalkerwoman
@scott_squires
@tagesspiegel
@marcusfitzsimon
@clannad992
@abundantlanduse
@stefsull
@christosargyrop
@gianlucac1

Top Tweeters in G5:
@viniciusn1kolod
@comtesset
@elianadacruzro1
@tririos
@ccambara2
@alinadpc1
@drica_salam
@srgiodelarocque
@mmiguelbh
@bonipadua

Top Tweeters in G6:
@doritmi
@_mamadeb
@monstercoyliar
@takethatct
@mcfunny
@frankdelia7
@alaskacryptogi1
@andrewlazarus4
@carlsmythe
@skepticalmutant

Top Tweeters in G7:
@myjournals
@0ddette
@krsirakov
@marclloyd13
@hwvsatochan
@pepeadolfo
@xcsvy
@miguela71643080
@sbaylou
@dr_sdrk

Top Tweeters in G8:
@peterba82304711
@slashdot
@lynnfynn3
@alastairmca30
@joerogan
@tarabull808
@karinablasco22
@kingscommon1
@realandyleeshow
@ozraeliavi

Top Tweeters in G9:
@dmvp20
@cfuzila
@rei_dospiratas
@rothbard_brasil
@matarolli
@josezehluis
@jeferson0010011
@faright_br
@jooneto06089919
@ruyfbarbosa

Top Tweeters in G10:
@unity_coach
@luvthmgators
@umfpt
@mpc_xetts
@dray3time
@earthone_13
@aka_c00lest
@dhasper
@f3_haskell
@teamphil


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