SARS-COV, Twitter, 3/19/2023 10:09:43 AM, 291589


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SARS-COV_2023-03-19_02-51-16.xlsx
SARS-COV_2023-03-19_02-51-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
SARS-COV via NodeXL https://bit.ly/3YYjx5m
@washburnealex
@realcheckmarker
@pandantag
@who
@alienoraubigne
@theb1genchilada
@enemyinastate
@drericding
@davidjoffe64
@_ppmv

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

Description:
Description
The graph represents a network of 5,421 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 09:56 UTC.

The tweets in the network were tweeted over the 1144-day, 0-hour, 19-minute period from Wednesday, 29 January 2020 at 21:39 UTC to Saturday, 18 March 2023 at 21:58 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 : 5421
Unique Edges : 3251
Edges With Duplicates : 11574
Total Edges : 14825
Number of Edge Types : 9
Retweet : 3607
MentionsInRetweet : 4374
MentionsInQuote : 94
Quote : 143
Replies to : 1677
MentionsInReplyTo : 4065
Tweet : 475
Mentions : 202
MentionsInQuoteReply : 188
Self-Loops : 1141
Reciprocated Vertex Pair Ratio : 0.0395999459386404
Reciprocated Edge Ratio : 0.0761830473218929
Connected Components : 536
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 3538
Maximum Edges in a Connected Component : 10943
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.615635
Graph Density : 0.000261794538255288
Modularity : 0.475622
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,421 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 09:56 UTC.

The tweets in the network were tweeted over the 1144-day, 0-hour, 19-minute period from Wednesday, 29 January 2020 at 21:39 UTC to Saturday, 18 March 2023 at 21:58 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:
[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
[27] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[18] https://www.cbc.ca/news/health/sars-mers-coronavirus-1.5438562
[13] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[12] https://twitter.com/THEB1GENCHILADA/status/1633866055708753920/photo/1
[12] https://twitter.com/THEB1GENCHILADA/status/1634010399006654464/photo/1
[9] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[8] https://twitter.com/THEB1GENCHILADA/status/1634009222366019584/photo/1
[8] https://twitter.com/THEB1GENCHILADA/status/1634011312245096449/photo/1

Top URLs in Tweet in G1:
[17] 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/1628158022479495170/photo/1
[4] https://twitter.com/_ppmv/status/1634677306315751427/photo/1
[4] https://twitter.com/_ppmv/status/1577980530339024898/photo/1
[4] https://twitter.com/_ppmv/status/1636859965024468997/photo/1
[4] https://twitter.com/_ppmv/status/1568591746325438464/photo/1
[4] https://twitter.com/_ppmv/status/1634573495060373507/photo/1
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[3] https://twitter.com/RealCheckMarker/status/1630316360524783617
[3] https://twitter.com/_ppmv/status/1634543856149471233/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/tommy_cleary/status/1633199499396136960/photo/1
[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
[3] https://twitter.com/FoolsMultiply/status/1635873993738600449/photo/1
[2] https://www.documentcloud.org/documents/21066966-defuse-proposal
[2] https://twitter.com/edwardcholmes/status/1632652392650117120
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4936131/
[2] https://www.science.org/content/article/science-takes-back-seat-politics-first-house-hearing-origin-covid-19-pandemic?cookieSet=1
[2] https://www.trialsitenews.com/fort-detrick-researchers-ominously-prescient-in-their-analysis-of-a-new-dangerous-coronavirus

Top URLs in Tweet in G3:
[4] https://twitter.com/beattrice_/status/1627934903181447171/photo/1
[4] https://twitter.com/beattrice_/status/1627934908235522050/photo/1
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-023-36234-4
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[3] https://twitter.com/beattrice_/status/1627934905823858690/photo/1
[2] https://twitter.com/beattrice_/status/1627068549838823427/photo/1
[2] https://twitter.com/soychicka/status/1250853596725460993/photo/1
[1] https://twitter.com/christosargyrop/status/1635741783132094466
[1] https://twitter.com/EnemyInAState/status/1635767928413995010/photo/1
[1] https://twitter.com/DavidJoffe64/status/1635742917833924608

Top URLs in Tweet in G4:
[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
[4] https://twitter.com/THEB1GENCHILADA/status/1633866869646979074/photo/1

Top URLs in Tweet in G5:
[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 G6:
[2] https://twitter.com/rachaelmilla/status/1631824996153581568/photo/1
[1] https://twitter.com/DrEricDing/status/1626259519570321411/photo/1
[1] https://twitter.com/KazBowen/status/1635382783391707136
[1] https://twitter.com/j3669/status/1629824080919527428
[1] https://archive.ph/2023.02.26-120226/https://www.wsj.com/amp/articles/covid-origin-china-lab-leak-807b7b0a
[1] https://twitter.com/disclosetv/status/1631669488193077249/video/1
[1] https://twitter.com/rachaelmilla/status/1631815824150331392/photo/1
[1] https://en.wikipedia.org/wiki/Common_raccoon_dog
[1] https://twitter.com/DrEricDing/status/1626259519570321411
[1] https://twitter.com/caos3_0/status/1626490900397293568/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/JavierC35957887/status/1629111713537687552
[1] https://twitter.com/escorpianodel76/status/1628440171497521153/photo/1
[1] https://textup.fr/680928U2
[1] https://twitter.com/MIGUELA71643080/status/1636150474637189120/photo/1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985%2F
[1] https://twitter.com/MIGUELA71643080/status/1632664845404315648/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

Top URLs in Tweet in G8:
[13] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[2] https://twitter.com/OYCar/status/1632510682775322626/photo/1
[2] https://twitter.com/OYCar/status/1632510678732001280/photo/1
[2] https://twitter.com/mariisch/status/1635926788382785536/photo/1
[2] https://alexwasburne.substack.com/p/the-case-for-a-lab-origin-of-sars
[2] https://twitter.com/rmchavin/status/1628086074521288704/photo/1
[2] https://journals.asm.org/doi/10.1128/jvi.00011-23
[2] https://academic.oup.com/crawlprevention/governor?content=%2fehjcr%2fadvance-article%2fdoi%2f10.1093%2fehjcr%2fytad102%2f7056755%3flogin%3dfalse
[2] https://www.mayoclinicproceedings.org/article/S0025-6196(20)30543-7/fulltext
[2] https://twitter.com/bryanblears/status/1632891264319340545/photo/1

Top URLs in Tweet in G9:
[2] https://theintercept.com/2022/03/11/covid-nih-ecohealth-peter-daszak-interview/
[1] https://twitter.com/youknow714/status/1627481018511892480/photo/1
[1] https://www.fda.gov/medical-devices/coronavirus-disease-2019-covid-19-emergency-use-authorizations-medical-devices/in-vitro-diagnostics-euas-molecular-diagnostic-tests-sars-cov-2
[1] https://trib.al/Oky4IWU
[1] https://twitter.com/Maga_GA1/status/1630264601697828865/photo/1
[1] https://twitter.com/SpaceGhostMUGA/status/1633154030854885376/photo/1
[1] https://twitter.com/SpaceGhostMUGA/status/1632827223576285184/photo/1
[1] https://twitter.com/SpaceGhostMUGA/status/1632519020212801537/photo/1
[1] https://www.cnn.com/videos/health/2023/03/17/covid-origins-raccoon-dogs-doctor-sanjay-gupta-sot-lead-vpx.cnn
[1] https://twitter.com/juniormc405/status/1630690092346929153

Top URLs in Tweet in G10:
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[1] https://thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[1] https://twitter.com/RWittenbrink/status/1635983871287128066

Top Domains
Top Domains in Tweet in Entire Graph:
[1083] twitter.com
[96] nih.gov
[56] nature.com
[33] t.me
[33] thelancet.com
[22] substack.com
[20] acs.org
[20] cbc.ca
[17] pnas.org
[14] wikipedia.org

Top Domains in Tweet in G1:
[142] twitter.com
[21] nature.com
[7] nih.gov
[6] mdpi.com
[6] thelancet.com
[3] wsj.com
[3] biorxiv.org
[2] oup.com
[2] wikipedia.org
[2] science.org

Top Domains in Tweet in G2:
[95] twitter.com
[14] nih.gov
[8] substack.com
[6] nature.com
[4] science.org
[3] asm.org
[3] dailycaller.com
[2] documentcloud.org
[2] trialsitenews.com
[2] theintercept.com

Top Domains in Tweet in G3:
[35] twitter.com
[4] nature.com
[3] thelancet.com
[1] wiley.com
[1] atsjournals.org
[1] wsws.org
[1] com.br
[1] cdc.gov

Top Domains in Tweet in G4:
[340] twitter.com
[20] cbc.ca
[10] pnas.org
[7] nih.gov
[5] youtube.com
[4] thehighwire.com
[4] acs.org
[4] wsj.com
[3] substack.com
[3] theepochtimes.com

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

Top Domains in Tweet in G6:
[9] twitter.com
[1] archive.ph
[1] wikipedia.org
[1] nature.com

Top Domains in Tweet in G7:
[7] twitter.com
[1] textup.fr
[1] nature.com

Top Domains in Tweet in G8:
[60] twitter.com
[14] thelancet.com
[10] nih.gov
[5] njctw.com
[4] com.br
[2] science.org
[2] cdc.gov
[2] outbreak.info
[2] biorxiv.org
[2] co.jp

Top Domains in Tweet in G9:
[7] twitter.com
[5] trib.al
[2] theintercept.com
[1] fda.gov
[1] cnn.com

Top Domains in Tweet in G10:
[2] thelancet.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] sarscov2
[208] xbb15
[119] omicron
[41] covid19
[27] longcovid
[18] usa
[18] biolabs
[16] monicacrowley
[16] étatsunis
[13] coverpage



Top Hashtags in Tweet in G1:
[30] sarscov2
[23] xbb15
[8] sand
[8] brainfog
[8] longcovid
[8] covid19
[3] sars
[3] omicron
[2] zerocovid
[2] leonardieffect

Top Hashtags in Tweet in G2:
[2] originofcovid
[2] marionkoopmans
[2] gainoffauci
[2] tcell
[1] clone
[1] chapelhill
[1] smallpox
[1] zc45
[1] chinesemilitarymedicine
[1] wateenafgang

Top Hashtags in Tweet in G3:
[15] longcovid
[10] sarscov2
[10] xbb15
[3] omicron
[1] covid19
[1] mecfs
[1] willoughbyvotes
[1] nswvotes
[1] nswelection
[1] sand

Top Hashtags in Tweet in G4:
[3] covid
[2] novaccinepassports
[2] hawleyasks4cleavage
[2] covidvaccines
[1] notatheoryanymore
[1] fbi
[1] exercise
[1] cancelled
[1] development
[1] hawleywantstoseecleavage

Top Hashtags in Tweet in G5:
[16] usa
[16] biolabs
[16] covid19
[16] monicacrowley
[16] étatsunis
[1] trump
[1] ukraine

Top Hashtags in Tweet in G6:
[167] sarscov2
[167] xbb15
[2] sarscov3
[1] covid
[1] covid19

Top Hashtags in Tweet in G8:
[7] covid19
[6] sarscov2
[3] study
[2] biolabs
[2] covid
[2] coronaviruses
[1] wagenknecht
[1] wuhan
[1] outbreak
[1] guiadobebe

Top Hashtags in Tweet in G9:
[1] faucifiles
[1] trumpwasrightabouteverything
[1] wuhan
[1] wuhanlableak
[1] lableak
[1] lableaktheory

Top Hashtags in Tweet in G10:
[113] omicron
[5] sarscov2
[3] xbb15
[2] xbb
[2] covid19
[2] longcovidawarenessday
[1] sand
[1] brainfog

Top Words
Top Words in Tweet in Entire Graph:
[5848] sars
[5633] cov
[1178] xbb
[775] omicron
[733] covid
[726] distant
[724] subvariant
[681] virus
[671] wild
[670] type

Top Words in Tweet in G1:
[1428] sars
[1316] cov
[446] viral
[445] realcheckmarker
[365] persistence
[328] infected
[327] epithelium
[322] inside
[312] cause
[305] cd8

Top Words in Tweet in G2:
[419] sars
[368] cov
[362] washburnealex
[291] cleavage
[285] furin
[282] site
[278] defuse
[278] human
[268] grant
[252] insert

Top Words in Tweet in G3:
[864] cov
[864] sars
[532] xbb
[471] omicron
[460] distant
[460] subvariant
[390] wild
[390] type
[177] sequence
[177] epitope

Top Words in Tweet in G4:
[316] cov
[303] sars
[89] covid
[77] evidence
[73] 2003
[72] mers
[69] creation
[59] 19
[57] dr
[53] flu

Top Words in Tweet in G5:
[249] publiques
[249] ex
[249] secrétaire
[249] adjointe
[249] affaires
[249] trésor
[234] l'administration
[233] monica
[233] crowley
[233] unis

Top Words in Tweet in G6:
[167] show
[167] #xbb15
[167] same
[167] antigenic
[167] #sarscov2
[167] distance
[165] genetic
[164] both
[164] data
[164] question

Top Words in Tweet in G7:
[217] cov
[214] sars
[148] aislado
[146] escorpianodel76
[114] secuenciado
[113] conocido
[113] mataron
[113] familiar
[113] protocolos
[113] oms

Top Words in Tweet in G8:
[267] sars
[259] cov
[58] virus
[34] xbb
[31] covid
[22] 19
[21] coronavirus
[18] lab
[18] type
[17] human

Top Words in Tweet in G9:
[47] cov
[40] sars
[16] takethatct
[13] wuhan
[11] virus
[11] wiv1
[11] covid
[11] coronavirus
[10] dr
[9] earthone_13

Top Words in Tweet in G10:
[156] sars
[145] cov
[121] xbb
[113] #omicron
[111] die
[110] bezug
[110] entfernt
[110] wildtyp
[110] subvariante
[110] sequenz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5404] sars,cov
[774] cov,sars
[739] xbb,omicron
[721] omicron,subvariant
[720] subvariant,distant
[647] wild,type
[646] distant,wild
[612] type,sars
[436] viral,persistence
[393] persistence,inside

Top Word Pairs in Tweet in G1:
[1301] sars,cov
[365] viral,persistence
[322] persistence,inside
[320] realcheckmarker,viral
[303] inside,sars
[303] reservoirs,cause
[303] exhaustion,sars
[303] epithelium,reservoirs
[303] specific,cd8
[303] infected,epithelium

Top Word Pairs in Tweet in G2:
[349] sars,cov
[281] furin,cleavage
[280] cleavage,site
[263] defuse,grant
[236] insert,human
[233] human,specific
[229] ralph,baric
[227] grant,proposing
[227] proposing,insert
[225] author,defuse

Top Word Pairs in Tweet in G3:
[853] sars,cov
[469] xbb,omicron
[460] omicron,subvariant
[460] subvariant,distant
[390] wild,type
[389] distant,wild
[387] type,sars
[274] cov,sars
[177] terms,sequence
[177] sequence,epitope

Top Word Pairs in Tweet in G4:
[260] sars,cov
[65] creation,sars
[63] evidence,creation
[58] covid,19
[53] 2003,sars
[51] cov,2009
[51] flu,h1n1
[51] swine,flu
[51] 2009,swine
[49] h1n1,2012

Top Word Pairs in Tweet in G5:
[249] secrétaire,adjointe
[249] affaires,publiques
[249] adjointe,trésor
[249] ex,secrétaire
[234] publiques,l'administration
[233] trésor,états
[233] unis,affaires
[233] monica,crowley
[233] crowley,ex
[233] états,unis

Top Word Pairs in Tweet in G6:
[167] show,distance
[167] #sarscov2,#xbb15
[164] both,genetic
[164] question,both
[164] #xbb15,same
[164] data,show
[164] distance,#sarscov2
[164] genetic,antigenic
[164] antigenic,data
[164] open,question

Top Word Pairs in Tweet in G7:
[210] sars,cov
[148] cov,aislado
[114] aislado,secuenciado
[113] mataron,protocolos
[113] secuenciado,familiar
[113] conocido,mataron
[113] protocolos,oms
[113] familiar,conocido
[112] escorpianodel76,sars
[112] oms,lamentabl

Top Word Pairs in Tweet in G8:
[247] sars,cov
[42] cov,sars
[20] covid,19
[15] wild,type
[14] type,sars
[14] xbb,omicron
[14] omicron,subvariant
[13] cov,such
[13] xbb,probably
[13] probably,called

Top Word Pairs in Tweet in G9:
[35] sars,cov
[11] wiv1,cov
[8] 1pr0p0rt10n2,dozzle101
[8] abirballan,1pr0p0rt10n2
[8] dozzle101,fillmorewhite
[7] skullapple27,dray3time
[7] dr,peter
[7] mummymobbsback1,teamphil
[7] peter,daszak
[7] mjoyce1950,cha0te

Top Word Pairs in Tweet in G10:
[145] sars,cov
[113] xbb,#omicron
[110] wildtyp,sars
[110] sequenz,epitopausprägung
[110] epitopausprägung,die
[110] #omicron,subvariante
[110] bezug,sequenz
[110] cov,entfernt
[110] weit,wildtyp
[110] die,xbb

Top Replied-To
Top Replied-To in Entire Graph:
@_ppmv
@vigilantfox
@realcheckmarker
@r_h_ebright
@kanekoathegreat
@natashaloder
@elonmusk
@gadboit
@hawleymo
@p_mcculloughmd

Top Replied-To in G1:
@_ppmv
@realcheckmarker
@erictopol
@rajlabn
@harryetaylor
@davidjoffe64
@1goodtern
@r_h_ebright
@tryangregory
@jpcronk

Top Replied-To in G2:
@natashaloder
@gadboit
@r_h_ebright
@fds71644083
@solidevidence
@ayjchan
@adoredtv
@biophysicsfl
@peterdaszak
@alchemytoday

Top Replied-To in G3:
@enemyinastate
@sarah_will2023
@_ppmv
@scientistblood
@joaquinlife
@jornalggn
@elainecarol3
@sameo416
@smpwrgr

Top Replied-To in G4:
@vigilantfox
@p_mcculloughmd
@kanekoathegreat
@hawleymo
@stkirsch
@washburnealex
@elonmusk
@kevinnbass
@marionawfal
@warclandestine

Top Replied-To in G6:
@disclosetv
@louisemensch

Top Replied-To in G7:
@miguela71643080

Top Replied-To in G9:
@peterstepped
@washingtonpost
@thisisnothappen
@breakingnewsfi2
@themarcitect
@andrew7rd
@tdillon06
@greenma08347935
@vickie627
@youknow714

Top Replied-To in G10:
@doc_arwed
@chris32770312

Top Mentioned
Top Mentioned in Entire Graph:
@realcheckmarker
@washburnealex
@alienoraubigne
@drericding
@enemyinastate
@davidjoffe64
@_ppmv
@escorpianodel76
@rwittenbrink
@radcentrism

Top Mentioned in G1:
@realcheckmarker
@_ppmv
@tryangregory
@dfocosi
@kmunoz46
@erictopol
@fitterhappieraj
@poetricus2
@javichu73
@drericding

Top Mentioned in G2:
@washburnealex
@rogerpielkejr
@r_h_ebright
@edwardcholmes
@ayjchan
@alchemytoday
@jikkyleaks
@who
@daoyu15
@mbalter

Top Mentioned in G3:
@enemyinastate
@davidjoffe64
@joaquinlife
@realcheckmarker
@smpwrgr
@beattrice_
@jonathancrock
@blakemmurdoch
@loscharlos
@drericding

Top Mentioned in G4:
@botonthelandsc1
@complexity_cls
@drjbhattacharya
@monkeyking67
@robertkennedyjr
@theb1genchilada
@dramerling
@p_mcculloughmd
@vigilantfox
@jimmy_dore

Top Mentioned in G5:
@alienoraubigne
@calamyjane
@olivier40121476
@christo17648729
@pascalpraud

Top Mentioned in G6:
@drericding
@realcheckmarker
@washburnealex
@dfocosi
@enemyinastate
@davidjoffe64
@_ppmv
@joaquinlife
@bub7wells
@pen_is_mighty

Top Mentioned in G7:
@escorpianodel76
@aguerosergiokun
@miguela71643080
@ovnis_ufos

Top Mentioned in G8:
@i2funsmile
@sophiatseliem

Top Mentioned in G9:
@takethatct
@earthone_13
@teamphil
@adevotedyogi
@abirballan
@1pr0p0rt10n2
@dozzle101
@fillmorewhite
@unity_coach
@rbarker0341

Top Mentioned in G10:
@rwittenbrink
@martinstamer
@realcheckmarker
@drericding
@enemyinastate
@radcentrism
@tcrecy
@dfocosi

Top Tweeters
Top Tweeters in Entire Graph:
@remindme_ofthis
@jurylady5
@toneunga3
@ginniasa
@caligirlleftie
@thehill
@nelliejs501
@wildwalkerwoman
@otakutokkai
@docwashburn

Top Tweeters in G1:
@jurylady5
@ginniasa
@wildwalkerwoman
@darylgibson
@emccoy_writer
@mcnejames
@inforenique
@michael_kunz
@chiller
@the_og_g_ma

Top Tweeters in G2:
@remindme_ofthis
@docwashburn
@bassaces1
@sustain05
@elalam_vnz
@doodlestrks
@plivestrong
@nvania
@sheelaghg
@purrpatrol

Top Tweeters in G3:
@sallyrmelb
@njdoc
@corruptnsw
@cabird6
@pfanderson
@moniquedhooghe
@watergatesummer
@drnurseprof
@kate_eviva
@anniegirl1138

Top Tweeters in G4:
@thehill
@rleas
@superbikeal
@annafbeswick
@kindnessxx
@jodyalford17
@angieesslinger
@feargalthecat
@fjvjjo
@dianewashr

Top Tweeters in G5:
@rosyjour
@franckylarafale
@m75sylvie
@brunedrot
@diabolo741
@pvalsfr
@marie_joseph_p
@sky1948
@genelesur
@urubec

Top Tweeters in G6:
@mrtachilles
@ygjumi
@ronilj261
@smp0312
@jdignum
@marymary0414
@mamurphymaureen
@peterdilworth1
@leonguardiangel
@centristrn

Top Tweeters in G7:
@dcolorruth
@losemarrp
@virario3
@miguel1urga
@acuervomont
@natalyalulu
@hmadrid1509
@yucatanall
@sandraxavierxav
@expresoancap

Top Tweeters in G8:
@sarah07909750
@sophiatseliem
@whirlwindwisdom
@irlandia
@s24horas
@reddysalina
@punkboyinsf
@crews_richard
@renesugar
@okaimon_sale

Top Tweeters in G9:
@nytimes
@washingtonpost
@adevotedyogi
@cnn
@vickie627
@jaketapper
@fillmorewhite
@takethatct
@unity_coach
@angryfleas

Top Tweeters in G10:
@backtopaco
@growlycub
@kari57453570
@michael10415865
@lothenon
@freyamoonbow
@kippelsnicole
@manjol
@neugierfragen
@soultiger091111