SARS-COV, Twitter, 1/11/2023 10:09:57 AM, 287724


FAQ | Problem?

SARS-COV_2023-01-11_02-01-22.xlsx
SARS-COV_2023-01-11_02-01-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2023
Short Description:
SARS-COV via NodeXL https://bit.ly/3WaZwY8
@rwmalonemd
@youarelobbylud
@neherbirgitta
@missylyn19
@eh_den
@miguelnicolelis
@sonialavera
@humanitepaix
@seki_yo
@keyaki1117

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

Description:
Description
The graph represents a network of 5,171 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 10:03 UTC.

The tweets in the network were tweeted over the 1027-day, 9-hour, 37-minute period from Thursday, 19 March 2020 at 15:22 UTC to Wednesday, 11 January 2023 at 00:59 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 : 5171
Unique Edges : 912
Edges With Duplicates : 10271
Total Edges : 11183
Number of Edge Types : 9
Retweet : 4670
MentionsInRetweet : 4867
MentionsInReplyTo : 967
Replies to : 387
MentionsInQuoteReply : 33
Tweet : 147
Quote : 60
Mentions : 14
MentionsInQuote : 38
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0128228613299139
Reciprocated Edge Ratio : 0.0253210345451257
Connected Components : 212
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 4305
Maximum Edges in a Connected Component : 9319
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.804745
Graph Density : 0.000206814749867865
Modularity : 0.431289
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,171 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 10:03 UTC.

The tweets in the network were tweeted over the 1027-day, 9-hour, 37-minute period from Thursday, 19 March 2020 at 15:22 UTC to Wednesday, 11 January 2023 at 00:59 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/NeherBirgitta/status/1558133816992190467/photo/1
[4] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[4] https://twitter.com/randomies/status/1478814411221614593/photo/1
[4] https://twitter.com/eh_den/status/1612762528399982593/photo/1
[3] https://twitter.com/i/lists/149629995730489344
[3] https://fluoridefreepeel.ca/

Top URLs in Tweet in G1:
[6] 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/1611104289388220429/photo/1
[2] https://twitter.com/HumanitePaix/status/1590752970475728896/photo/1
[2] https://twitter.com/HumanitePaix/status/1611037465107628044/photo/1
[1] https://twitter.com/eh_den/status/1612762525107642370/photo/1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7103406/

Top URLs in Tweet in G4:
[1] https://twitter.com/YouAreLobbyLud/status/1610617921692131334

Top URLs in Tweet in G5:
[2] https://twitter.com/YouAreLobbyLud/status/1610617921692131334
[2] https://twitter.com/_ppmv/status/1610348417875591169/photo/1
[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://twitter.com/RealCheckMarker/status/1605543494709153792?s=20&t=34EZr1irD4nq-l2CW8f-Og
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2020.552909/full
[1] https://twitter.com/EnemyInAState/status/1611384262833340420/photo/1
[1] https://www.cell.com/trends/microbiology/fulltext/S0966-842X(16)00071-8
[1] https://www.tagesspiegel.de/wissen/corona-experte-drosten-nach-meiner-einschatzung-ist-die-pandemie-vorbei-9089959.html

Top URLs in Tweet in G6:
[4] https://twitter.com/NeherBirgitta/status/1558133816992190467/photo/1
[2] https://twitter.com/innominata_/status/1520767171307089921/photo/1
[1] https://theintercept.com/2021/09/23/coronavirus-research-grant-darpa/
[1] https://www.science.org/pb-assets/PDF/News%20PDFs/Shi%20Zhengli%20Q&A-1630433861.pdf
[1] https://www.cdc.gov/sars/lab/images.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-17687-3
[1] https://twitter.com/Greg21143362/status/1511558280924917767/photo/1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/pdf/main.pdf
[1] https://twitter.com/Greg21143362/status/1536204487018545152/photo/1
[1] https://twitter.com/tony_vandongen/status/1503149365082341376?s=20&t=BBhEzr3279CyJ5P6lj8tzA

Top URLs in Tweet in G7:
[1] https://www.biorxiv.org/content/10.1101/2022.10.18.512756v1

Top URLs in Tweet in G8:
[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://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=
[1] https://twitter.com/GSUIBMS/status/1610320304768786434/photo/1
[1] https://fluoridefreepeel.ca/

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

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

Top Domains in Tweet in G1:
[7] 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

Top Domains in Tweet in G3:
[23] 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:
[1] twitter.com

Top Domains in Tweet in G5:
[17] twitter.com
[2] merckmanuals.com
[1] mdpi.com
[1] frontiersin.org
[1] cell.com
[1] tagesspiegel.de
[1] theglobeandmail.com
[1] excli.de
[1] sciencedirect.com
[1] wiley.com

Top Domains in Tweet in G6:
[13] twitter.com
[1] theintercept.com
[1] science.org
[1] cdc.gov
[1] nature.com
[1] nih.gov
[1] google.com

Top Domains in Tweet in G7:
[1] biorxiv.org

Top Domains in Tweet in G8:
[18] twitter.com
[5] nih.gov
[4] gotktk.com
[3] forumvse.si
[2] sciencedirect.com
[2] njctw.com
[2] youtube.com
[2] ne.jp
[1] biorxiv.org
[1] gsu.edu

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] pfizer
[96] biontech
[23] sarscov2
[8] covid19
[7] hydroxychloroquine
[7] therats
[6] mironews
[6] drfauci
[5] covid
[4] coverpage



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

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

Top Hashtags in Tweet in G5:
[1] airborneaids
[1] aiv
[1] sidu

Top Hashtags in Tweet in G6:
[1] pfizer
[1] biontech

Top Hashtags in Tweet in G8:
[2] sarscov2
[2] pseudotyped
[2] hiv
[2] 293t
[2] wizbiotech
[2] ひわさん
[1] vaxinjured
[1] vaxxed
[1] vaccinedeaths
[1] vaccineinjuries

Top Words
Top Words in Tweet in Entire Graph:
[3382] sars
[3268] cov
[3141] different
[2449] virus
[2242] millions
[2241] gain
[2240] people
[2233] caused
[2227] manipulation
[2225] deaths

Top Words in Tweet in G1:
[2147] sars
[2147] cov
[2142] virus
[2140] manipulation
[2140] gain
[2140] millions
[2139] deaths
[2139] caused
[2138] evidence
[2138] people

Top Words in Tweet in G2:
[3064] different
[1764] youarelobbylud
[1674] graphic
[1625] xbb
[1534] shows
[1533] paper
[1532] worrying
[1532] linked
[1532] very
[165] both

Top Words in Tweet in G3:
[153] sars
[96] cov
[95] #biontech
[95] #pfizer
[88] eh_den
[80] rh
[74] génocide
[64] infection
[58] used
[42] believe

Top Words in Tweet in G4:
[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 G5:
[93] sars
[70] cov
[28] different
[24] _ppmv
[22] xbb
[19] virus
[18] realcheckmarker
[15] very
[15] youarelobbylud
[14] more

Top Words in Tweet in G6:
[37] sars
[33] cov
[10] virus
[6] jikkyleaks
[6] first
[6] before
[6] research
[6] wow
[6] different
[5] such

Top Words in Tweet in G7:
[6] mcfunny
[6] takethatct
[6] sars
[6] cov
[5] ghoppe
[4] notmrfarmer
[4] jessemutiny
[4] lummhandy
[4] aspalaasnasntyr
[4] ubiquitous_romp

Top Words in Tweet in G8:
[100] sars
[94] cov
[17] coronavirus
[14] virus
[11] 19
[10] mers
[9] vaccine
[8] covid
[7] medical
[6] mrna

Top Words in Tweet in G9:
[97] anos
[46] mundo
[46] 002
[46] taxa
[46] 19
[46] fatalidade
[46] 39
[46] 29
[46] 30
[46] 20

Top Words in Tweet in G10:
[45] recettori
[45] ma
[44] miliardi
[44] ad
[44] possibili
[44] perché
[44] 19
[44] cov
[44] l'unico
[44] proprio

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3208] sars,cov
[2253] cov,virus
[2215] gain,function
[2214] deaths,millions
[2212] function,sars
[2212] manipulation,caused
[2212] caused,deaths
[2212] virus,manipulation
[2211] vast,amounts
[2211] people,vast

Top Word Pairs in Tweet in G1:
[2147] sars,cov
[2138] millions,people
[2138] function,sars
[2138] vast,amounts
[2138] cov,virus
[2138] virus,manipulation
[2138] amounts,evidence
[2138] evidence,suggest
[2138] gain,function
[2138] caused,deaths

Top Word Pairs in Tweet in G2:
[1532] xbb,worrying
[1532] very,graphic
[1532] shows,different
[1532] graphic,linked
[1532] linked,paper
[1532] different,xbb
[1532] worrying,very
[1532] paper,shows
[1531] youarelobbylud,different
[142] graphic,mine

Top Word Pairs in Tweet in G3:
[96] sars,cov
[95] #pfizer,#biontech
[57] #biontech,used
[41] believe,#pfizer
[40] rh,macaques
[40] 44,believe
[40] macaques,usually
[40] rhesus,rh
[40] used,rhesus
[40] sars,sars

Top Word Pairs in Tweet in G4:
[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 G5:
[64] sars,cov
[11] graphic,linked
[11] virus,sars
[11] shows,different
[11] linked,paper
[11] worrying,very
[11] xbb,worrying
[11] paper,shows
[11] different,xbb
[11] very,graphic

Top Word Pairs in Tweet in G6:
[31] sars,cov
[8] cov,virus
[4] study,sars
[4] wow,wow
[4] dr,yeadon
[3] xbb,worrying
[3] function,sars
[3] iceagegardener,bvw_redux
[3] nearly,year
[3] year,before

Top Word Pairs in Tweet in G7:
[5] sars,cov
[4] jessemutiny,ubiquitous_romp
[4] ubiquitous_romp,diedsuddenly
[4] iluvtruth2,mcfunny
[4] mcfunny,notmrfarmer
[4] aspalaasnasntyr,takethatct
[2] mcfunny,tonybaduy
[2] sc_ott,mcfunny
[2] diedsuddenly,found
[2] ncdave4life,justdeano2021

Top Word Pairs in Tweet in G8:
[85] sars,cov
[10] cov,sars
[9] mers,cov
[7] covid,19
[7] cov,mers
[5] novel,coronavirus
[5] sars,coronavirus
[5] ncov,sars
[5] 2019,ncov
[5] virus,sars

Top Word Pairs in Tweet in G9:
[46] 30,39
[46] mais,mortal
[46] 20,29
[46] 011,30
[46] anos,011
[46] fatalidade,0003
[46] cov,taxa
[46] taxa,fatalidade
[46] 29,anos
[46] 0003,19

Top Word Pairs in Tweet in G10:
[44] l'unico,chiede
[44] tutti,miliardi
[44] proprio,ad
[44] sono,l'unico
[44] cov,19
[44] perché,tra
[44] recettori,possibili
[44] sars,cov
[44] miliardi,recettori
[44] lega,proprio

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

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

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

Top Replied-To in G5:
@parentmishmash
@realcheckmarker
@tagesspiegel
@ykramerezha
@davidlymanning
@katikazeo
@mrmickme
@enemyinastate
@mirella_phd
@drajm

Top Replied-To in G6:
@jikkyleaks
@dragonfishy
@christarpher72
@missylyn19
@realmoonsafari
@thesaviorweneed
@janeqiuchina
@keithev84928885
@elonmusk
@klveritas

Top Replied-To in G7:
@scatbat392
@ghoppe
@barryjohnreid21
@jayboy752
@mr_magoo5

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@youarelobbylud
@eh_den
@miguelnicolelis
@caguarany
@drgreghouse73
@humanitepaix
@antiglobalistah
@keyaki1117
@zauberberg188

Top Mentioned in G1:
@rwmalonemd
@kitty_awake
@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:
@miguelnicolelis
@youarelobbylud

Top Mentioned in G5:
@_ppmv
@realcheckmarker
@youarelobbylud
@karkaytan
@fitterhappieraj
@shesclementine1
@toit_ilze
@witsvida
@mrcza
@shabirmadh

Top Mentioned in G6:
@drcole12
@youarelobbylud
@ayjchan
@neherbirgitta
@rwmalonemd
@jikkyleaks
@chrismartenson
@thecoastguy
@iceagegardener
@bvw_redux

Top Mentioned in G7:
@takethatct
@mcfunny
@lummhandy
@aspalaasnasntyr
@iluvtruth2
@notmrfarmer
@maureenstroud
@findtheothersuk
@jessemutiny
@ubiquitous_romp

Top Mentioned in G8:
@siz_hala
@skrased85
@foolsmultiply

Top Mentioned in G9:
@caguarany

Top Mentioned in G10:
@drgreghouse73

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
@william85837998
@1artniece2
@bakersonpeekay
@vinoteco2

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
@wellnessfr

Top Tweeters in G4:
@viniciusn1kolod
@comtesset
@elianadacruzro1
@tririos
@ccambara2
@alinadpc1
@drica_salam
@srgiodelarocque
@mmiguelbh
@bonipadua

Top Tweeters in G5:
@jurylady5
@wildwalkerwoman
@scott_squires
@tagesspiegel
@clannad992
@abundantlanduse
@stefsull
@christosargyrop
@gianlucac1
@alexcurran95

Top Tweeters in G6:
@peterba82304711
@carpanesesilva1
@chrislancashir3
@greene_thoughts
@lynnfynn3
@goufay
@daoyu15
@theintercept
@greg21143362
@joerogan

Top Tweeters in G7:
@doritmi
@_mamadeb
@monstercoyliar
@takethatct
@mcfunny
@frankdelia7
@alaskacryptogi1
@andrewlazarus4
@carlsmythe
@skepticalmutant

Top Tweeters in G8:
@myjournals
@0ddette
@krsirakov
@marclloyd13
@hwvsatochan
@pepeadolfo
@xcsvy
@miguela71643080
@sbaylou
@dr_sdrk

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

Top Tweeters in G10:
@mureddugiovanni
@soteros1
@vedeleangela
@mauri48aho
@menegazzimarina
@mariang47614228
@corra_franco
@toniapatty
@ilmarchese__
@ramses09975976


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.