SARS-COV, Twitter, 1/13/2022 1:06:39 PM, 269936


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SARS-COV_2022-01-13_03-59-53.xlsx
SARS-COV_2022-01-13_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/33vJIJE
@maxdelvallee
@lximenezfyvie
@poisonjadevine
@drmarlone
@takavet1
@coryrove
@f250roush
@swaledalemutton
@angie_rasmussen
@authornickunj

Top hashtags:
#emmerdonslesdesinformateurs
#exposefauci
#ade
#sars
#ace2
#human

Description:
Description
The graph represents a network of 6,927 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 Thursday, 13 January 2022 at 12:07 UTC.

The requested start date was Thursday, 13 January 2022 at 01:01 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, 11-hour, 16-minute period from Thursday, 30 December 2021 at 01:01 UTC to Wednesday, 12 January 2022 at 12:18 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 : 6927
Unique Edges : 4245
Edges With Duplicates : 9023
Total Edges : 13268
Number of Edge Types : 5
Retweet : 3713
MentionsInRetweet : 5287
Replies to : 990
Tweet : 561
Mentions : 2717
Self-Loops : 593
Reciprocated Vertex Pair Ratio : 0.00514469453376206
Reciprocated Edge Ratio : 0.0102367242482406
Connected Components : 982
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 1083
Maximum Edges in a Connected Component : 3255
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 3.21174
Graph Density : 0.000162892582065658
Modularity : 0.569053
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,927 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 Thursday, 13 January 2022 at 12:07 UTC.

The requested start date was Thursday, 13 January 2022 at 01:01 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, 11-hour, 16-minute period from Thursday, 30 December 2021 at 01:01 UTC to Wednesday, 12 January 2022 at 12:18 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:
[74] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377703/
[27] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512237/
[8] https://www.puntoporpunto.com/noticias/politica/el-mundo-registro-2-millones-de-casos-diarios-de-sars-cov-2-disparandose-270-las-infecciones/
[6] https://www.sciencedirect.com/science/article/pii/S1018364721004729
[5] https://www.puntoporpunto.com/noticias/lo-mas-reciente/texto-integro-el-mundo-sigue-dando-respuesta-insuficiente-despues-del-primer-ano-de-la-pandemia/
[4] https://www.fda.gov/media/147254/download
[3] https://www.documentcloud.org/documents/21066966-defuse-proposal
[3] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7377703/
[3] https://pubmed.ncbi.nlm.nih.gov/22536382/
[3] https://link.springer.com/10.1007/s12079-021-00642-2

Top URLs in Tweet in G2:
[1] https://twitter.com/i24news_fr/status/1478843450497896459
[1] https://twitter.com/CNEWS/status/1479745979138162691
[1] https://pgibertie.com/2022/01/11/trois-eminents-scientifiques-francais-omicron-et-la-fin-de-la-pandemie/
[1] https://vih.org/20210922/premier-essai-de-phase-i-dun-candidat-vaccin-arn-messager-contre-le-vih/

Top URLs in Tweet in G3:
[1] https://twitter.com/Trilliana_z/status/1478523914976632836?s=20

Top URLs in Tweet in G4:
[2] https://www.fda.gov/media/147254/download
[2] https://t.me/dentrolanotizia/2083
[2] http://ai-vres.blogspot.com/2021/12/sars-cov-2-2812-9-17.html
[2] http://ai-vres.blogspot.com/2022/01/sars-cov-2-3012-15-24.html
[2] https://fai.informazione.it/67F27623-6854-42F3-9D4D-EB919F21646A/Covid-influenza-normale-o-mortale
[1] https://twitter.com/trainwreckstv/status/1476357311606104067
[1] https://www.elsoldetulancingo.com.mx/local/en-las-ultimas-horas-75-nuevos-casos-de-coronavirus-7668324.html
[1] https://www.elsoldehidalgo.com.mx/local/en-las-ultimas-horas-75-nuevos-casos-de-coronavirus-7668324.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature12711

Top URLs in Tweet in G5:
[2] https://www.news-medical.net/health/How-does-SARS-CoV-2-Compare-to-SARS-CoV.aspx
[1] https://patents.google.com/patent/US7220852B1/en
[1] 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

Top URLs in Tweet in G6:
[1] https://www.hindawi.com/journals/cjidmm/2006/152612/
[1] https://www.cell.com/cell-host-microbe/pdf/S1931-3128(20)30231-6.pdf

Top URLs in Tweet in G7:
[73] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377703/
[27] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512237/
[1] https://twitter.com/JenniferNuzzo/status/1477982389150310400
[1] https://twitter.com/viakrm/status/1477965797679058945
[1] https://twitter.com/YOW_Politics/status/1477964253948788738
[1] https://pubmed.ncbi.nlm.nih.gov/32744716/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z

Top URLs in Tweet in G8:
[2] https://emergency.cdc.gov/agent/sodiumazide/basics/facts.asp
[1] https://www.fda.gov/media/147254/download
[1] https://pl.wikipedia.org/wiki/Azydek_sodu

Top URLs in Tweet in G9:
[3] https://www.documentcloud.org/documents/21066966-defuse-proposal
[2] https://archive.md/yXjt4
[2] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1780953?cookieSet=1
[1] https://link.springer.com/article/10.1007/s00705-010-0729-6
[1] https://archive.fo/eiWvH
[1] https://twitter.com/timothysheahan/status/1204783207243141120
[1] https://thenativeantigencompany.com/products/sars-coronavirus-spike-glycoprotein-s1-his-tag-hek293/
[1] https://pubmed.ncbi.nlm.nih.gov/17184168/
[1] https://www.semanticscholar.org/paper/Baculovirus-surface-display-of-SARS-coronavirus-and-Feng-Liu/5f80e210b31e1a4744ae02c65a86f544356a4ef8?p2df
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/

Top URLs in Tweet in G10:
[1] https://www.redaccionmedica.com/secciones/sanidad-hoy/una-nueva-variante-de-covid-con-46-mutaciones-y-origen-camerunes-a-estudio-3301

Top Domains
Top Domains in Tweet in Entire Graph:
[152] nih.gov
[97] twitter.com
[29] ertnews.gr
[17] nature.com
[15] puntoporpunto.com
[14] sporadestv.com
[12] cdc.gov
[11] prismaradio.gr
[10] maghreb-post.de
[9] sciencedirect.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] pgibertie.com
[1] vih.org

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

Top Domains in Tweet in G4:
[39] twitter.com
[24] ertnews.gr
[14] sporadestv.com
[11] prismaradio.gr
[7] nih.gov
[6] nature.com
[5] blogspot.com
[4] cdc.gov
[4] lefkadatoday.gr
[3] t.me

Top Domains in Tweet in G5:
[2] news-medical.net
[1] google.com
[1] elsevierhealth.com

Top Domains in Tweet in G6:
[1] hindawi.com
[1] cell.com

Top Domains in Tweet in G7:
[101] nih.gov
[3] twitter.com
[1] nature.com

Top Domains in Tweet in G8:
[2] cdc.gov
[1] fda.gov
[1] wikipedia.org

Top Domains in Tweet in G9:
[5] nih.gov
[3] documentcloud.org
[2] archive.md
[2] tandfonline.com
[1] springer.com
[1] archive.fo
[1] twitter.com
[1] thenativeantigencompany.com
[1] semanticscholar.org
[1] medrxiv.org

Top Domains in Tweet in G10:
[1] redaccionmedica.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[614] emmerdonslesdesinformateurs
[57] exposefauci
[44] ade
[8] sars
[8] ace2
[8] human
[8] sarscov2
[6] covid19
[6] gd03
[4] m396



Top Hashtags in Tweet in G2:
[607] emmerdonslesdesinformateurs
[1] covidiot

Top Hashtags in Tweet in G4:
[2] siguecuidándote
[2] hidalgo
[2] vaccination
[2] covid19
[1] antivax
[1] asktwitter
[1] covidvariant
[1] acubapónlecorazón
[1] sarscov2
[1] sarbecovirus

Top Hashtags in Tweet in G7:
[44] ade
[1] longcovid
[1] naturalimmunity

Top Hashtags in Tweet in G9:
[1] originofcovid
[1] unc
[1] baric

Top Words
Top Words in Tweet in Entire Graph:
[4479] cov
[4461] sars
[1067] lximenezfyvie
[1052] tengo
[1045] pregunta
[1044] doctora
[1041] antivaxer
[1038] infección
[1029] poisonjadevine
[1027] tasas

Top Words in Tweet in G1:
[1064] lximenezfyvie
[1041] doctora
[1040] pregunta
[1039] tengo
[1038] antivaxer
[1026] poisonjadevine
[1025] infección
[1023] tasas
[1023] masivas
[1010] reinfec

Top Words in Tweet in G2:
[724] maxdelvallee
[608] ont
[607] amusant
[607] constater
[607] bcp
[607] ceux
[607] utilisent
[607] hashtag
[607] #emmerdonslesdesinformateurs
[607] sont

Top Words in Tweet in G3:
[1261] sars
[1238] cov
[395] takavet1
[386] 新型コロナウイルス
[386] とsarsコロナウイルス
[386] とは基本的な遺伝構造は同じです
[386] コロナウイルスは様々なタンパク質を作るのが特徴なのですが
[386] 2とsars
[386] covはわずかに異ります
[386] しかしどちらも

Top Words in Tweet in G4:
[401] sars
[386] cov
[71] η
[60] των
[51] στις
[50] virus
[50] πανελλαδικά
[49] 2022
[49] εξέλιξη
[49] νέων

Top Words in Tweet in G5:
[58] sars
[54] cov
[23] angryfleas
[23] famoussheymus
[22] jimlikesbb
[22] artyshouse
[22] teamphil
[21] jonrfleming
[21] nickdone8
[21] jvangent1001

Top Words in Tweet in G6:
[253] cov
[146] sars
[104] oc43
[104] common
[104] cold
[104] coronavirus
[104] shows
[104] cross
[104] reactive
[104] properties

Top Words in Tweet in G7:
[173] cov
[170] sars
[100] antibodies
[74] spike
[74] use
[73] against
[73] proteins
[73] cause
[73] ade
[73] data

Top Words in Tweet in G8:
[116] sars
[116] cov
[102] od
[101] zakażeń
[100] zgłasza
[100] nowych
[100] przypadków
[100] najwięcej
[100] początku
[100] pandemii

Top Words in Tweet in G9:
[82] sars
[81] cov
[50] hiv
[49] bj01
[25] protein
[20] luciferase
[20] coronavirus
[18] hellnogmo
[18] virus
[17] test

Top Words in Tweet in G10:
[114] nueva
[114] variante
[57] ojo
[57] universidad
[57] aix
[57] marsella
[57] están
[57] estudiando
[57] ihu
[57] 46

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4198] sars,cov
[1042] tengo,pregunta
[1042] pregunta,doctora
[1041] antivaxer,tengo
[1040] doctora,lximenezfyvie
[1026] tasas,masivas
[1026] masivas,infección
[1025] poisonjadevine,antivaxer
[1025] lximenezfyvie,tasas
[1013] infección,reinfec

Top Word Pairs in Tweet in G1:
[1039] tengo,pregunta
[1039] pregunta,doctora
[1038] antivaxer,tengo
[1037] doctora,lximenezfyvie
[1023] tasas,masivas
[1023] masivas,infección
[1022] poisonjadevine,antivaxer
[1022] lximenezfyvie,tasas
[1010] infección,reinfec
[13] infección,reinfeccion

Top Word Pairs in Tweet in G2:
[607] amusant,constater
[607] constater,bcp
[607] bcp,ceux
[607] ceux,utilisent
[607] utilisent,hashtag
[607] hashtag,#emmerdonslesdesinformateurs
[607] #emmerdonslesdesinformateurs,sont
[607] sont,mêmes
[607] mêmes,ont
[607] ont,affirmé

Top Word Pairs in Tweet in G3:
[1238] sars,cov
[386] 新型コロナウイルス,sars
[386] cov,とsarsコロナウイルス
[386] とsarsコロナウイルス,sars
[386] cov,とは基本的な遺伝構造は同じです
[386] とは基本的な遺伝構造は同じです,コロナウイルスは様々なタンパク質を作るのが特徴なのですが
[386] コロナウイルスは様々なタンパク質を作るのが特徴なのですが,sars
[386] cov,2とsars
[386] 2とsars,covはわずかに異ります
[386] covはわずかに異ります,しかしどちらも

Top Word Pairs in Tweet in G4:
[369] sars,cov
[49] η,εξέλιξη
[49] εξέλιξη,των
[49] των,νέων
[49] νέων,μολύνσεων
[49] μολύνσεων,sars
[49] cov,στις
[40] 2022,πανελλαδικά
[37] πανελλαδικά,με
[37] με,μια

Top Word Pairs in Tweet in G5:
[54] sars,cov
[20] michaelmacftl,tifaswindmill
[20] tifaswindmill,truthgibbon
[20] truthgibbon,crenwot
[20] crenwot,grannyspaddle
[20] jpizzle1385,erockdouble1
[20] tomdoubting,friendofthurlow
[20] friendofthurlow,antifarioter
[20] antifarioter,0hnodano
[20] pjglad,angrypamela

Top Word Pairs in Tweet in G6:
[146] sars,cov
[104] cov,oc43
[104] oc43,common
[104] common,cold
[104] cold,coronavirus
[104] coronavirus,shows
[104] shows,cross
[104] cross,reactive
[104] reactive,properties
[104] properties,sars

Top Word Pairs in Tweet in G7:
[166] sars,cov
[73] antibodies,against
[73] against,spike
[73] spike,proteins
[73] proteins,sars
[73] cov,cause
[73] cause,ade
[73] data,raises
[73] concern,regarding
[73] regarding,use

Top Word Pairs in Tweet in G8:
[116] sars,cov
[100] nowych,przypadków
[100] przypadków,zakażeń
[100] zakażeń,sars
[100] cov,najwięcej
[100] najwięcej,od
[100] od,początku
[100] początku,pandemii
[65] hiszpania,zgłasza
[65] zgłasza,161

Top Word Pairs in Tweet in G9:
[75] sars,cov
[28] hiv,bj01
[20] hiv,luciferase
[20] cov,bj01
[20] bj01,protein
[20] protein,hiv
[16] test,rápidos
[16] rápidos,antígenos
[16] antígenos,pruebas
[16] pruebas,usadas

Top Word Pairs in Tweet in G10:
[114] nueva,variante
[57] ojo,nueva
[57] variante,universidad
[57] universidad,aix
[57] aix,marsella
[57] marsella,están
[57] están,estudiando
[57] estudiando,nueva
[57] variante,ihu
[57] ihu,46

Top Replied-To
Top Replied-To in Entire Graph:
@realdoctort
@usaenespanol
@lximenezfyvie
@juanovoa
@toolemond
@tim_roehn
@ianricksecker
@billybostickson
@ballouxfrancois
@mae_rusia

Top Replied-To in G1:
@lximenezfyvie
@poisonjadevine
@voodo_chile

Top Replied-To in G2:
@caroljhedges
@passionsdelisah
@drmarlone
@jfaerber

Top Replied-To in G3:
@takavet1

Top Replied-To in G5:
@realdoctort
@toolemond
@tsaphtsaphaph
@gators5and12nc
@gumbeauxmike
@jonrfleming
@bconnectedj
@lostintheburbs
@famoussheymus
@sirwilliamkent

Top Replied-To in G6:
@trishthedish_7
@kerpen

Top Replied-To in G7:
@abdrummer
@erictopol
@nytimes
@calonghurst
@agentnumberblue
@sarahfischer__
@katyingraham
@dellaluna
@fortuna77633436
@maajidnawaz

Top Replied-To in G8:
@feniks82948212

Top Replied-To in G9:
@billybostickson
@angie_rasmussen
@wowawesomeness
@hahayoukunt
@monarahalkar
@daoyu15
@jikkykjj
@harvard2h
@kevin_mckernan
@scotub

Top Replied-To in G10:
@judicialwatch

Top Mentioned
Top Mentioned in Entire Graph:
@lximenezfyvie
@poisonjadevine
@maxdelvallee
@takavet1
@gummibear737
@synxchaosu
@voczj
@drmarlone
@geniusheads00
@iiehsoll

Top Mentioned in G1:
@lximenezfyvie
@poisonjadevine
@ver2414_2
@anafvega
@lopezobrador_
@jhonlinx
@phoenixikki
@viri_rios
@voodo_chile

Top Mentioned in G2:
@maxdelvallee
@drmarlone
@mimesophie
@annette_lexa
@pandantag
@passionsdelisah
@bellontef

Top Mentioned in G3:
@takavet1
@jdt6pavdfrvpnkf
@ryo_anuenue

Top Mentioned in G4:
@namikof
@ryszardm71
@menabster

Top Mentioned in G5:
@angryfleas
@jimlikesbb
@artyshouse
@teamphil
@famoussheymus
@nickdone8
@jvangent1001
@pamelaedwards
@jonrfleming
@mattallica17

Top Mentioned in G6:
@gummibear737
@ewoodhouse7
@wendylee21742
@trishthedish_7

Top Mentioned in G7:
@nytimes
@erictopol
@kathleenganley
@borisjohnson
@justintrudeau
@governorwinslow
@mitchelladams90
@walter_brando
@smittyplusplus
@benbradleytv

Top Mentioned in G8:
@synxchaosu
@feniks82948212

Top Mentioned in G9:
@hellnogmo
@cuestionquimica
@jikkykjj
@wowawesomeness
@billybostickson
@rossana38510044
@kevinmch3
@harvard2h
@philippmarkolin
@aotearoamouse

Top Mentioned in G10:
@manuelmuro5
@franciscodeasis
@judicialwatch

Top Tweeters
Top Tweeters in Entire Graph:
@adrianat9735
@crweworld
@commonpatriot
@littlebytesnews
@caligirlleftie
@copyofone
@fainformazione
@menabster
@monty_chadha
@altai_armande

Top Tweeters in G1:
@danocamx
@elmartinx
@galarole08
@torosytoritos54
@bishubish
@erickisback1
@eltiotonysoy
@comsatori
@christerna
@ricramt2010

Top Tweeters in G2:
@altai_armande
@radiolondres6
@teppdude
@lopezdominique2
@astsof
@caroljhedges
@alek_aloha
@escal177r
@boxcalf1
@kitty_maggy

Top Tweeters in G3:
@drstrangel
@liamisak_
@ss1jc5kzabuh6li
@rakisis568
@ponyoponyossyi
@satoshikatumata
@ygjumi
@rapid_hirohiro
@tonov3_vanvi
@setuka_0616

Top Tweeters in G4:
@crweworld
@fainformazione
@menabster
@navroopsingh_
@ioannina24
@paulpaul49
@latribunahn
@grayengineer
@montllo
@ashokathebear

Top Tweeters in G5:
@commonpatriot
@kristiwelshies
@trumper_tantrum
@poguemoran
@joimonki
@forrestfernmist
@virtualgstorm
@famoussheymus
@kalymera1960
@curlyheckler

Top Tweeters in G6:
@laughingmantwit
@johnschreiber8
@funymnjamo
@paularitchie3
@moolahmitch
@rigmatthew
@leeleeraider70
@redhatty
@mel75801
@youngnaqib

Top Tweeters in G7:
@nytimes
@vabvox
@joncoopertweets
@denverpost
@fox5ny
@myfriendliz
@hap317
@dailycamera
@titusnation
@dailycoffee533

Top Tweeters in G8:
@bartek93794875
@mruczinom
@boguslawa21
@halaska7
@no_kopaczan
@porarelaksu1111
@zygzak357
@swinoujscie
@teresa12369786
@ninjaacces

Top Tweeters in G9:
@caligirlleftie
@demiurgotuiter
@esterrubio2
@vicentelozadab
@amartpenalv
@fali_mz
@photo_journ
@harvard2h
@aotearoamouse
@pizzapicklespur

Top Tweeters in G10:
@ignotolugar
@laporres
@ajandradea
@gabisilandia
@famartinez2001
@ppoheisenberg
@tumble_w33d
@guadalu31632151
@jramonfernandez
@judicialwatch