SARS-COV, Twitter, 3/15/2023 9:12:23 AM, 291235


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SARS-COV_2023-03-15_02-01-21.xlsx
SARS-COV_2023-03-15_02-01-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
SARS-COV via NodeXL https://bit.ly/3JG9i1a
@washburnealex
@realcheckmarker
@theb1genchilada
@banounhelene
@plivestrong
@alienoraubigne
@drericding
@liliroubaud
@dfocosi
@iancopeland5

Top hashtags:
#sarscov2
#xbb15
#covid19
#longcovid
#usa
#biolabs
#monicacrowley

Description:
Description
The graph represents a network of 5,875 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 09:06 UTC.

The tweets in the network were tweeted over the 1146-day, 22-hour, 33-minute period from Thursday, 23 January 2020 at 01:27 UTC to Wednesday, 15 March 2023 at 00:00 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 : 5875
Unique Edges : 3665
Edges With Duplicates : 11505
Total Edges : 15170
Number of Edge Types : 9
Retweet : 3353
MentionsInRetweet : 4101
Quote : 163
Tweet : 634
MentionsInQuote : 98
MentionsInReplyTo : 4445
Replies to : 1933
Mentions : 252
MentionsInQuoteReply : 191
Self-Loops : 1384
Reciprocated Vertex Pair Ratio : 0.0444035733053074
Reciprocated Edge Ratio : 0.0850314465408805
Connected Components : 685
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 3561
Maximum Edges in a Connected Component : 10556
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.599289
Graph Density : 0.00023036967813444
Modularity : 0.498708
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,875 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 09:06 UTC.

The tweets in the network were tweeted over the 1146-day, 22-hour, 33-minute period from Thursday, 23 January 2020 at 01:27 UTC to Wednesday, 15 March 2023 at 00:00 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:
[37] https://pubmed.ncbi.nlm.nih.gov/33191178/
[31] https://t.me/davide_zedda/20176
[31] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-023-36234-4
[18] https://www.cbc.ca/news/health/sars-mers-coronavirus-1.5438562
[14] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[13] https://www.maurizioblondet.it/infiammazioni-acute-del-sistema-nervoso-centrale-dopo-la-vaccinazione-sars-cov-25-casi/
[12] https://twitter.com/THEB1GENCHILADA/status/1633866055708753920/photo/1
[12] https://twitter.com/THEB1GENCHILADA/status/1634010399006654464/photo/1
[10] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7608017/
[9] https://bmjopen.bmj.com/content/11/3/e048391

Top URLs in Tweet in G1:
[21] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-023-36234-4
[4] https://twitter.com/_ppmv/status/1621971014207918081/photo/1
[4] https://twitter.com/_ppmv/status/1621960849165262852/photo/1
[4] https://twitter.com/_ppmv/status/1634677306315751427/photo/1
[4] https://twitter.com/_ppmv/status/1628158022479495170/photo/1
[4] https://twitter.com/_ppmv/status/1577980530339024898/photo/1
[4] https://twitter.com/_ppmv/status/1568591746325438464/photo/1
[4] https://twitter.com/_ppmv/status/1621829171725860865/photo/1
[4] https://twitter.com/_ppmv/status/1634573495060373507/photo/1
[4] https://twitter.com/beattrice_/status/1627934908235522050/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/BiophysicsFL/status/1632708248519299075/photo/1
[3] https://twitter.com/R_H_Ebright/status/1579521930180206600/photo/1
[3] https://twitter.com/CharlesRixey/status/1503222090102677506/photo/1
[2] https://www.documentcloud.org/documents/21066966-defuse-proposal
[2] https://twitter.com/edwardcholmes/status/1632652392650117120
[2] https://www.science.org/content/article/science-takes-back-seat-politics-first-house-hearing-origin-covid-19-pandemic?cookieSet=1
[2] https://twitter.com/R_H_Ebright/status/1630945832114573314/photo/1
[2] https://www.trialsitenews.com/fort-detrick-researchers-ominously-prescient-in-their-analysis-of-a-new-dangerous-coronavirus
[2] https://journals.asm.org/doi/10.1128/JVI.78.19.10628-10635.2004
[2] https://twitter.com/MoussyAndre/status/1623940972173303809/photo/1

Top URLs in Tweet in G3:
[18] https://www.cbc.ca/news/health/sars-mers-coronavirus-1.5438562
[12] https://twitter.com/THEB1GENCHILADA/status/1633866055708753920/photo/1
[12] https://twitter.com/THEB1GENCHILADA/status/1634010399006654464/photo/1
[8] https://twitter.com/THEB1GENCHILADA/status/1633863603395915777/photo/1
[8] https://twitter.com/THEB1GENCHILADA/status/1633886862740795394/photo/1
[8] https://twitter.com/THEB1GENCHILADA/status/1633885086792953863/photo/1
[8] https://twitter.com/THEB1GENCHILADA/status/1634011312245096449/photo/1
[8] https://twitter.com/THEB1GENCHILADA/status/1634009222366019584/photo/1
[6] https://www.pnas.org/doi/epdf/10.1073/pnas.1517719113
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top URLs in Tweet in G4:
[1] https://twitter.com/AlienorAubigne/status/1634685966278356994/video/1
[1] https://twitter.com/CalamyJane/status/1633857095891132423/video/1
[1] https://twitter.com/Olivier40121476/status/1635331819121020928/video/1
[1] https://twitter.com/verity_france/status/1633529104338223104
[1] https://twitter.com/scribot_ai/status/1633523473342423052/video/1

Top URLs in Tweet in G5:
[15] https://pubmed.ncbi.nlm.nih.gov/33191178/
[13] https://www.maurizioblondet.it/infiammazioni-acute-del-sistema-nervoso-centrale-dopo-la-vaccinazione-sars-cov-25-casi/
[4] https://twitter.com/ReachEchoVoice/status/1615201097467195394/photo/1
[4] https://twitter.com/LapasPermisanNK/status/1622951125690482695/photo/1
[4] https://twitter.com/Pineal_Art/status/1621053231165235202/photo/1
[4] https://twitter.com/Pineal_Art/status/1621053219362459648/photo/1
[2] https://twitter.com/OYCar/status/1632510678732001280/photo/1
[2] https://twitter.com/OYCar/status/1632510682775322626/photo/1
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[2] https://alexwasburne.substack.com/p/the-case-for-a-lab-origin-of-sars

Top URLs in Tweet in G6:
[1] https://twitter.com/JavierC35957887/status/1629111713537687552
[1] https://twitter.com/escorpianodel76/status/1628440171497521153/photo/1
[1] https://twitter.com/OVNIS_UFOs/status/1630963714542141440/photo/1
[1] https://twitter.com/OVNIS_UFOs/status/1630690815461785600?t=ArLHCpnKfO0dxbuK1hU6bA&s=19
[1] https://twitter.com/JavierC35957887/status/1629111713537687552/video/1
[1] https://twitter.com/JavierC35957887/status/1622241485356662784/video/1

Top URLs in Tweet in G7:
[1] https://twitter.com/xAlphaWarriorx/status/1621064560273940480/photo/1

Top URLs in Tweet in G8:
[3] https://twitter.com/justin_hart/status/1633840535063633922/photo/1
[2] https://twitter.com/LexdeVries3/status/1619119684707840000/photo/1
[2] https://twitter.com/rohangilkes/status/1624489933112217601/photo/1
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs13337-020-00632-9
[1] https://twitter.com/IanCopeland5/status/1622173497047879681/photo/1
[1] https://twitter.com/i/spaces/1MnxnpXvbmLGO
[1] https://twitter.com/i/web/status/1633683007767736320
[1] https://twitter.com/MarioNawfal/status/1633683007767736320/video/1
[1] https://twitter.com/i/spaces/1OdKrzgBQynKX
[1] https://twitter.com/MarioNawfal/status/1633683007767736320

Top URLs in Tweet in G9:
[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
[1] https://twitter.com/joshmdecker/status/1621517544334172160/photo/1
[1] https://www.ronjohnson.senate.gov/2022/1/senator-johnson-demands-answers-from-dod-on-disclosure-about-covid-19-origins-and-early-treatment
[1] https://twitter.com/ZombyWoof2022/status/1604214955892424706/photo/1
[1] https://twitter.com/ZombyWoof2022/status/1603035141164748800
[1] https://twitter.com/i/web/status/1634176581848399874
[1] https://twitter.com/repthomasmassie/status/1633958826297774084
[1] https://evolution.berkeley.edu/evo-news/omicron-and-the-case-of-the-hidden-evolution/
[1] https://twitter.com/RepThomasMassie/status/1633958826297774084/video/1

Top URLs in Tweet in G10:
[1] https://academic.oup.com/ehjcr/article/7/3/ytad102/7056755
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://twitter.com/nycliusa/status/1633715638051958784/photo/1
[1] https://pubmed.ncbi.nlm.nih.gov/33191178/
[1] https://twitter.com/iambackagain21/status/1620972163850436608/photo/1
[1] https://twitter.com/clif_high/status/1620970400342740994/photo/1
[1] https://twitter.com/shonkori/status/1626590573917536257/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1249] twitter.com
[163] nih.gov
[64] nature.com
[33] t.me
[32] substack.com
[28] maurizioblondet.it
[21] acs.org
[20] youtube.com
[20] cbc.ca
[19] pnas.org

Top Domains in Tweet in G1:
[176] twitter.com
[24] nature.com
[7] nih.gov
[7] mdpi.com
[6] thelancet.com
[3] oup.com
[3] wsj.com
[3] wiley.com
[3] biorxiv.org
[3] sciencedirect.com

Top Domains in Tweet in G2:
[95] twitter.com
[17] nih.gov
[9] substack.com
[4] science.org
[4] nature.com
[3] thelancet.com
[3] asm.org
[2] documentcloud.org
[2] pnas.org
[2] dailycaller.com

Top Domains in Tweet in G3:
[363] twitter.com
[20] cbc.ca
[17] nih.gov
[12] pnas.org
[7] substack.com
[7] youtube.com
[4] thehighwire.com
[4] acs.org
[4] wsj.com
[3] nature.com

Top Domains in Tweet in G4:
[5] twitter.com

Top Domains in Tweet in G5:
[82] twitter.com
[32] nih.gov
[22] maurizioblondet.it
[5] nature.com
[4] substack.com
[4] myjournals.org
[3] com.br
[3] science.org
[2] njctw.com
[2] thelancet.com

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

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[18] twitter.com
[1] springer.com
[1] oup.com
[1] venturebeat.com
[1] nih.gov
[1] nature.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] nature.com
[1] senate.gov
[1] berkeley.edu

Top Domains in Tweet in G10:
[4] twitter.com
[1] oup.com
[1] plos.org
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[283] sarscov2
[263] xbb15
[43] covid19
[26] longcovid
[17] usa
[17] biolabs
[15] monicacrowley
[15] étatsunis
[14] coverpage
[14] covid



Top Hashtags in Tweet in G1:
[255] sarscov2
[255] xbb15
[11] sand
[11] brainfog
[7] longcovid
[3] sars
[3] sarscov3
[2] zerocovid
[2] leonardieffect
[2] covid

Top Hashtags in Tweet in G2:
[2] originofcovid
[2] covid19
[2] sarscov2
[2] tcell
[1] wuhan
[1] coronaviruses
[1] ctcctcggcgggcacgtag
[1] xbb15
[1] sand
[1] brainfog

Top Hashtags in Tweet in G3:
[7] faucifraud
[4] covid
[3] covid19
[2] sars
[2] hawleyasks4cleavage
[2] covidvaccines
[1] fbi
[1] fauci
[1] baric
[1] gainoffunction

Top Hashtags in Tweet in G4:
[15] usa
[15] biolabs
[15] covid19
[15] monicacrowley
[15] étatsunis
[1] trump
[1] ukraine

Top Hashtags in Tweet in G5:
[8] covid19
[8] sarscov2
[3] covid
[3] study
[2] biolabs
[2] longcovid
[2] coronaviruses
[1] news
[1] feedly
[1] wagenknecht

Top Hashtags in Tweet in G7:
[1] thealphawarriorshow

Top Hashtags in Tweet in G8:
[2] marionkoopmans
[2] gainoffauci
[1] development
[1] wateenafgang
[1] onehealthlie

Top Hashtags in Tweet in G9:
[3] ottawa

Top Hashtags in Tweet in G10:
[1] gof

Top Words
Top Words in Tweet in Entire Graph:
[5715] sars
[5543] cov
[919] covid
[701] virus
[507] viral
[478] realcheckmarker
[474] infected
[470] specific
[450] show
[439] cause

Top Words in Tweet in G1:
[1662] sars
[1542] cov
[460] realcheckmarker
[446] viral
[388] infected
[384] persistence
[378] epithelium
[377] inside
[372] cause
[359] cd8

Top Words in Tweet in G2:
[474] sars
[412] cov
[247] washburnealex
[128] furin
[128] cleavage
[127] site
[119] human
[110] defuse
[103] fcs
[101] grant

Top Words in Tweet in G3:
[295] sars
[272] cov
[80] evidence
[69] creation
[65] covid
[53] dr
[47] infectious
[42] fauci
[40] lab
[39] clone

Top Words in Tweet in G4:
[248] publiques
[248] ex
[248] secrétaire
[248] adjointe
[248] affaires
[248] trésor
[234] l'administration
[233] monica
[233] crowley
[233] unis

Top Words in Tweet in G5:
[342] sars
[332] cov
[63] spike
[60] virus
[44] covid
[36] against
[36] protein
[32] 19
[28] neutralizing
[26] acute

Top Words in Tweet in G6:
[156] cov
[156] sars
[148] aislado
[146] escorpianodel76
[117] protocolos
[114] secuenciado
[113] familiar
[113] oms
[113] conocido
[113] mataron

Top Words in Tweet in G7:
[270] know
[136] more
[136] menthol
[135] chicken
[135] look
[135] burning
[135] farms
[135] cov
[135] ll
[135] sars

Top Words in Tweet in G8:
[218] cov
[130] sars
[106] iancopeland5
[94] lab
[94] mers
[93] regions
[93] prone
[92] hear
[92] antivaxers
[92] created

Top Words in Tweet in G9:
[25] sars
[19] cov
[13] wendyorent
[13] mcfunny
[12] ogilville1
[12] idunsdaughter
[12] zeetubesii
[12] maureenstroud
[12] scary7dr
[12] tomsirolimus

Top Words in Tweet in G10:
[166] sars
[165] cov
[78] coronary
[78] protein
[78] spike
[78] patient
[77] small
[77] presence
[77] month
[77] arteries

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5168] sars,cov
[406] cov,infected
[399] viral,persistence
[392] persistence,inside
[390] realcheckmarker,viral
[375] inside,sars
[371] epithelium,reservoirs
[371] specific,cd8
[371] exhaustion,sars
[371] cause,exhaustion

Top Word Pairs in Tweet in G1:
[1514] sars,cov
[384] viral,persistence
[377] persistence,inside
[375] realcheckmarker,viral
[357] inside,sars
[357] reservoirs,cause
[357] exhaustion,sars
[357] epithelium,reservoirs
[357] specific,cd8
[357] infected,epithelium

Top Word Pairs in Tweet in G2:
[389] sars,cov
[124] furin,cleavage
[123] cleavage,site
[97] defuse,grant
[77] insert,human
[75] human,specific
[69] grant,proposing
[69] proposing,insert
[68] ralph,baric
[67] unc,co

Top Word Pairs in Tweet in G3:
[252] sars,cov
[65] creation,sars
[63] evidence,creation
[38] infectious,clone
[33] cov,infectious
[27] using,sars
[25] clone,template
[25] template,designed
[20] coronavirus,leap
[20] second,coronavirus

Top Word Pairs in Tweet in G4:
[248] ex,secrétaire
[248] affaires,publiques
[248] adjointe,trésor
[248] secrétaire,adjointe
[234] publiques,l'administration
[233] trésor,états
[233] crowley,ex
[233] unis,affaires
[233] monica,crowley
[233] états,unis

Top Word Pairs in Tweet in G5:
[312] sars,cov
[29] covid,19
[28] against,sars
[27] spike,protein
[26] spike,s1
[24] cov,vitro
[24] cov,pseudovirus
[24] s1,igys
[23] anti,spike
[23] cov,25

Top Word Pairs in Tweet in G6:
[156] sars,cov
[148] cov,aislado
[114] aislado,secuenciado
[113] conocido,mataron
[113] familiar,conocido
[113] mataron,protocolos
[113] protocolos,oms
[113] secuenciado,familiar
[112] oms,lamentabl
[112] escorpianodel76,sars

Top Word Pairs in Tweet in G7:
[135] ll,know
[135] cov,ll
[135] chicken,farms
[135] burning,more
[135] sars,cov
[135] farms,burning
[135] know,chicken
[135] menthol,sars
[135] more,look
[135] look,menthol

Top Word Pairs in Tweet in G8:
[125] sars,cov
[93] mers,cov
[92] iancopeland5,sars
[92] hear,regions
[92] antivaxers,hear
[92] cov,created
[92] lab,antivaxers
[92] regions,prone
[92] cov,mers
[92] created,lab

Top Word Pairs in Tweet in G9:
[19] sars,cov
[10] frenchg11623069,theroyalrant
[10] provaxtexan,takethatct
[10] zeetubesii,wendyorent
[10] jtmayes3,richykirsh
[10] richykirsh,zeetubesii
[9] such,ivermectin
[9] disclosure,highlights
[9] highlights,several
[9] ivermectin,specifically

Top Word Pairs in Tweet in G10:
[165] sars,cov
[78] cov,sars
[78] spike,protein
[77] protein,small
[77] small,coronary
[77] coronary,arteries
[77] presence,sars
[77] cov,spike
[77] arteries,patient
[77] patient,month

Top Replied-To
Top Replied-To in Entire Graph:
@washburnealex
@vigilantfox
@kanekoathegreat
@michaelpsenger
@stkirsch
@natashaloder
@elonmusk
@hawleymo
@p_mcculloughmd
@r_h_ebright

Top Replied-To in G1:
@erictopol
@_ppmv
@realcheckmarker
@rajlabn
@1goodtern
@tryangregory
@dfocosi
@stevemur
@saltykid41

Top Replied-To in G2:
@natashaloder
@washburnealex
@fds71644083
@martinasisters
@gadboit
@ydeigin
@r_h_ebright
@ayjchan
@adoredtv
@rebecca21951651

Top Replied-To in G3:
@vigilantfox
@kanekoathegreat
@p_mcculloughmd
@elonmusk
@hawleymo
@stkirsch
@washburnealex
@btysonmd
@kevinnbass
@kylenabecker

Top Replied-To in G6:
@javierc35957887

Top Replied-To in G8:
@iancopeland5
@rightorwrong76
@a_sari35
@yoshkapundrick
@marionawfal
@thevegdoc
@mandymettle
@waukema
@jettypetty
@ayjchan

Top Replied-To in G9:
@drdavidmoore11
@tenebra99
@zee_parody
@awithonelison
@giveabjgotojail
@mcfunny
@pouldeau61
@kathmarval
@jimeeliberty
@skepticalmutant

Top Replied-To in G10:
@ewoodhouse7
@humble_analysis
@clif_high

Top Mentioned
Top Mentioned in Entire Graph:
@realcheckmarker
@drericding
@washburnealex
@alienoraubigne
@escorpianodel76
@xalphawarriorx
@iancopeland5
@dfocosi
@aapsonline
@davidjoffe64

Top Mentioned in G1:
@realcheckmarker
@drericding
@dfocosi
@davidjoffe64
@_ppmv
@erictopol
@enemyinastate
@yash25571056
@beattrice_
@poetricus2

Top Mentioned in G2:
@washburnealex
@rogerpielkejr
@ayjchan
@ecohealthnyc
@r_h_ebright
@edwardcholmes
@alchemytoday
@jikkyleaks
@humefield
@stevenemassey

Top Mentioned in G3:
@complexity_cls
@drjbhattacharya
@thechiefnerd
@theb1genchilada
@elonmusk
@monkeyking67
@p_mcculloughmd
@dramerling
@robertkennedyjr
@jimmy_dore

Top Mentioned in G4:
@alienoraubigne
@calamyjane
@olivier40121476
@christo17648729
@pascalpraud

Top Mentioned in G5:
@reachechovoice
@i2funsmile
@sophiatseliem

Top Mentioned in G6:
@escorpianodel76
@aguerosergiokun
@lolbo2
@sinsiglasya
@irekiaburu
@javierc35957887
@ovnis_ufos

Top Mentioned in G7:
@xalphawarriorx

Top Mentioned in G8:
@iancopeland5
@doctor_eric_b
@edwardcholmes
@sta72534342jean
@realcheckmarker
@oxharryh1
@marionawfal
@pianokit
@jtruthmedia2
@stkirsch

Top Mentioned in G9:
@monstercoyliar
@wendyorent
@mcfunny
@maureenstroud
@scary7dr
@pawley_robert
@richykirsh
@nuhope2022
@ogilville1
@doom37455413

Top Mentioned in G10:
@aapsonline
@nycliusa
@clownbasket
@xalphawarriorx
@dramerling

Top Tweeters
Top Tweeters in Entire Graph:
@remindme_ofthis
@tommybrain
@jurylady5
@iacobellist
@inabster
@ginniasa
@menabster
@thehill
@caligirlleftie
@carrybeyond

Top Tweeters in G1:
@jurylady5
@ginniasa
@wildwalkerwoman
@mrtachilles
@baronianconsult
@corruptnsw
@inforenique
@ygjumi
@michael_kunz
@mig30m6

Top Tweeters in G2:
@remindme_ofthis
@bassaces1
@alizardx
@sustain05
@metz_chance
@doodlestrks
@nvania
@sheelaghg
@purrpatrol
@alykhansatchu

Top Tweeters in G3:
@thehill
@ddavisonnc
@angieesslinger
@fjvjjo
@akkaufman
@tlavagabond
@clrfldcdaughtry
@udreams30
@wef
@chrislhayes

Top Tweeters in G4:
@rosyjour
@franckylarafale
@m75sylvie
@brunedrot
@diabolo741
@pvalsfr
@marie_joseph_p
@sky1948
@genelesur
@urubec

Top Tweeters in G5:
@tommybrain
@iacobellist
@sophiatseliem
@whirlwindwisdom
@amritabhinder
@irlandia
@myjournals
@harpo4marx
@mona87284429
@antbar12

Top Tweeters in G6:
@vetehugo
@dcolorruth
@losemarrp
@virario3
@miguel1urga
@natalyalulu
@hmadrid1509
@expresoancap
@taliban2214
@antoniosolera2

Top Tweeters in G7:
@4est2j
@gmacvhhh
@ams0035
@daisylovepoppy
@kelliej03005616
@corinafs59gomez
@judy_charl
@lunarstrong
@juliesnark
@etelectusunus

Top Tweeters in G8:
@notcapnamerica
@renissance_1
@cargillclerk
@abholymoly
@broadwatertmb
@freethinkfacts
@tikisrose
@teresa_denemy
@lordwhorfin
@atheistspinster

Top Tweeters in G9:
@monstercoyliar
@mcfunny
@cormorantsage
@nockit1
@awithonelison
@jimmyc1366
@wendyorent
@incitatusalpha
@rosewind2007
@pawley_robert

Top Tweeters in G10:
@1artniece2
@politiwars
@nuriallibertat2
@paularitchie3
@kebie19
@philomathyjen
@czen001
@redbird74003923
@jhawkcat
@sandraf04397162


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