SARS-COV, Twitter, 5/29/2020 6:33:33 PM, 228486


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SARS-COV_2020-05-29_01-55-13.xlsx
SARS-COV_2020-05-29_01-55-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/2XGCGv3
@realdonaldtrump
@brendacrabtreer
@calirn619
@azavascki
@potus
@theseeker268
@edseibold
@lukemor19529310
@wendy5am
@richardhorton1

Top hashtags:
#sarscov2
#covid19
#noqueremosmásmentiras
#hcq
#hydroxychloriquine
#sepaque

Description:
Description
The graph represents a network of 6,450 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 Friday, 29 May 2020 at 08:56 UTC.

The requested start date was Friday, 29 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-day, 17-hour, 12-minute period from Monday, 18 May 2020 at 19:04 UTC to Thursday, 28 May 2020 at 12:16 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 : 6450
Unique Edges : 3987
Edges With Duplicates : 7038
Total Edges : 11025
Number of Edge Types : 5
Retweet : 2989
MentionsInRetweet : 3999
Tweet : 886
Replies to : 1120
Mentions : 2031
Self-Loops : 941
Reciprocated Vertex Pair Ratio : 0.0113986444855206
Reciprocated Edge Ratio : 0.022540359427353
Connected Components : 1133
Single-Vertex Connected Components : 435
Maximum Vertices in a Connected Component : 2764
Maximum Edges in a Connected Component : 5931
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.748885
Graph Density : 0.000157851526767566
Modularity : 0.601065
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,450 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 Friday, 29 May 2020 at 08:56 UTC.

The requested start date was Friday, 29 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-day, 17-hour, 12-minute period from Monday, 18 May 2020 at 19:04 UTC to Thursday, 28 May 2020 at 12:16 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:
[80] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2349-y
[79] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[61] https://francis.naukas.com/2020/05/19/el-anticuerpo-monoclonal-humano-s309-contra-sars-cov-tambien-neutraliza-a-sars-cov-2/
[52] https://www.spiegel.de/panorama/coronavirus-in-frankfurt-am-main-mehr-als-hundert-glaeubige-in-kirche-infiziert-a-a94cf16c-f765-4549-b49f-704f33568b00?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[16] https://www.nature.com/articles/s41586-020-2349-y#disqus_thread
[15] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1001176
[13] https://www.youtube.com/watch?v=w1_K0tfmfOg&feature=youtu.be

[12] https://pubmed.ncbi.nlm.nih.gov/16115318/
[12] http://www.nature.com/articles/s41586-020-2349-y
[11] https://www.healio.com/pediatrics/respiratory-infections/news/online/%7B1adbec96-e53b-4d62-9eef-d0672970b61d%7D/chloroquine-azithromycin-combination-decreased-respiratory-gastrointestinal-tract-infections

Top URLs in Tweet in G1:
[28] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2349-y
[13] https://www.nature.com/articles/s41586-020-2349-y#disqus_thread
[9] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpsy%2Farticle%2FPIIS2215-0366%2820%2930203-0%2Ffulltext&rc=0
[3] https://www.nature.com/articles/s41586-020-2349-y
[2] https://twitter.com/nature/status/1262386213685735424
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[2] https://francis.naukas.com/2020/05/19/el-anticuerpo-monoclonal-humano-s309-contra-sars-cov-tambien-neutraliza-a-sars-cov-2/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2349-y%3Futm_source%3Dtwitter%26utm_medium%3Dsocial%26utm_content%3Dorganic%26utm_campaign%3DNGMT_USG_JC01_GL_Nature
[2] https://awesomecapital.blogspot.com/2020/05/quidel-secures-regulatory-nods-for.html?spref=tw

Top URLs in Tweet in G2:
[17] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[11] https://www.healio.com/pediatrics/respiratory-infections/news/online/%7B1adbec96-e53b-4d62-9eef-d0672970b61d%7D/chloroquine-azithromycin-combination-decreased-respiratory-gastrointestinal-tract-infections
[4] https://pubmed.ncbi.nlm.nih.gov/21079686
[2] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[2] https://pubmed.ncbi.nlm.nih.gov/21079686/
[2] https://www.bitchute.com/video/Avc6_ftzk3w/
[1] https://www.foxnews.com/politics/fauci-senate-health-committee-coronavirus
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7114587/
[1] https://twitter.com/charlie31469780/status/1263577057080025088
[1] https://www.hospicepatients.org/world-health-org-model-list-of-essential-medicines-2019.pdf

Top URLs in Tweet in G3:
[1] https://twitter.com/JoseRepenning/status/1265483737300643842
[1] https://www.biorxiv.org/cgi/content/short/2020.05.21.107565v1

Top URLs in Tweet in G4:
[5] https://www.youtube.com/watch?v=fZmSlYK8pxE


Top URLs in Tweet in G5:
[5] https://www.ncbi.nlm.nih.gov/pubmed/16115318
[4] https://onenewsnow.com/perspectives/bryan-fischer/2020/04/27/fauci-knew-about-hcq-in-2005-nobody-needed-to-die
[1] https://www.sciencemag.org/news/2020/05/race-antibodies-stop-new-coronavirus
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top URLs in Tweet in G6:
[16] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[15] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1001176
[2] http://edelweisspublications.com/articles/48/640/virucidal-activities-zinc-finger-antiviral-proteins-zinc-binding-domains?fbclid=IwAR0GoL1NycSx6LLccFyWgIN8_tzKikkSf13VMFKQfnMq8c7BrJLpnrdyriY
[1] https://twitter.com/CNN/status/1263830400754946051
[1] https://twitter.com/RobinEnochs/status/1254294138226434048
[1] https://twitter.com/RobinEnochs/status/1254294138226434048?s=19
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/?fbclid=IwAR1O6XIP_BBiReXpoG0URrH1mCeABRNPisPEZO3OeKVGS2CfTvFfuR9kXTY
[1] https://forbiddenknowledgetv.net/the-dead-zone-and-the-cure/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/#!po=87.7358
[1] https://twitter.com/niro60487270/status/1262504333272367104

Top URLs in Tweet in G7:
[11] https://www.youtube.com/watch?v=w1_K0tfmfOg&feature=youtu.be

[7] https://patents.google.com/patent/CN104292339A/zh
[3] https://www.youtube.com/watch?v=w1_K0tfmfOg

[2] http://eng.oversea.cnki.net/kcms/detail/detail.aspx?QueryID=11&CurRec=40&DbCode=CJFD&dbname=CJFD2014&filename=SWTX201402028
[2] https://www.youtube.com/watch?v=4pGEVzZh-e0&feature=youtu.be
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6178078/
[1] https://jvi.asm.org/content/jvi/82/4/1899.full.pdf
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC222911
[1] http://login.cnki.net/login/?platform=kdoc&ForceReLogin=1&ReturnUrl=%2f%2fkns.cnki.net%2fKXReader%2fDetail%3fTIMESTAMP%3d637257012990146250%26DBCODE%3dCJFD%26TABLEName%3dCJFD2014%26FileName%3dDSJY201402009%26RESULT%3d1%26SIGN%3d4POmaKlGhPhcZxZI%252bud06t%252bg49I%253d

Top URLs in Tweet in G8:
[50] https://www.spiegel.de/panorama/coronavirus-in-frankfurt-am-main-mehr-als-hundert-glaeubige-in-kirche-infiziert-a-a94cf16c-f765-4549-b49f-704f33568b00?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[16] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2349-y
[4] https://www.pnas.org/content/pnas/117/21/11727.full.pdf
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-host-microbe%2Ffulltext%2FS1931-3128%2820%2930290-0&rc=0
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41577-020-0331-4
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1008556
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports%2Ffulltext%2FS2211-1247%2820%2930702-6&rc=0
[1] https://www.biorxiv.org/content/10.1101/2020.05.24.111823v1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2820%2930004-5%2Ffulltext&rc=0
[1] https://www.biorxiv.org/content/10.1101/2020.05.11.088179v1

Top URLs in Tweet in G9:
[1] https://pubmed.ncbi.nlm.nih.gov/16115318/

Top URLs in Tweet in G10:
[17] https://francis.naukas.com/2020/05/19/el-anticuerpo-monoclonal-humano-s309-contra-sars-cov-tambien-neutraliza-a-sars-cov-2/
[8] https://doi.org/10.1038/s41586-020-
[8] http://www.nature.com/articles/s41586-020-2349-y
[6] http://www.nature.com
[2] http://nature.com
[1] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1761267?scroll=top&needAccess=true&cookieSet=1
[1] https://twitter.com/1000genes/status/1262503755469242368

Top Domains
Top Domains in Tweet in Entire Graph:
[185] nih.gov
[159] nature.com
[134] twitter.com
[62] naukas.com
[52] spiegel.de
[35] youtube.com
[23] elsevierhealth.com
[21] plos.org
[14] sciencedirect.com
[14] doi.org

Top Domains in Tweet in G1:
[60] nature.com
[53] twitter.com
[31] nih.gov
[5] elsevierhealth.com
[5] instagram.com
[4] medrxiv.org
[4] youtube.com
[3] sciencedirect.com
[2] futura-sciences.com
[2] naukas.com

Top Domains in Tweet in G2:
[26] nih.gov
[11] healio.com
[5] twitter.com
[2] biomedcentral.com
[2] bitchute.com
[1] foxnews.com
[1] hospicepatients.org
[1] globalresearch.ca
[1] stateofthenation.co
[1] healthline.com

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

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

Top Domains in Tweet in G5:
[6] nih.gov
[4] onenewsnow.com
[1] sciencemag.org

Top Domains in Tweet in G6:
[18] nih.gov
[15] plos.org
[4] twitter.com
[2] edelweisspublications.com
[1] forbiddenknowledgetv.net

Top Domains in Tweet in G7:
[19] youtube.com
[8] cnki.net
[7] nih.gov
[7] google.com
[2] twitter.com
[2] nature.com
[1] asm.org
[1] com.au
[1] ww01.net
[1] medrxiv.org

Top Domains in Tweet in G8:
[50] spiegel.de
[17] nature.com
[4] pnas.org
[3] elsevierhealth.com
[2] biorxiv.org
[1] plos.org
[1] nih.gov

Top Domains in Tweet in G9:
[1] nih.gov

Top Domains in Tweet in G10:
[17] naukas.com
[16] nature.com
[8] doi.org
[1] tandfonline.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[143] sarscov2
[108] covid19
[66] noqueremosmásmentiras
[44] hcq
[42] hydroxychloriquine
[35] sepaque
[31] كورونا
[31] sarscov
[29] coronavirus
[28] antibodyresponse



Top Hashtags in Tweet in G1:
[21] covid19
[13] covid_19
[10] coronavirus
[8] sarscov2
[7] sars
[6] noqueremosmásmentiras
[5] covid
[4] covid__19
[3] covidー19
[3] china

Top Hashtags in Tweet in G2:
[15] kag
[11] covid19
[7] ccpchinavirus
[5] hydroxychloroquine
[3] fauci
[2] gmafb
[1] swamp
[1] malpractice
[1] murder
[1] 70yearolddrug

Top Hashtags in Tweet in G3:
[1] biorxiv

Top Hashtags in Tweet in G5:
[5] covid19
[5] hqc
[4] fauciliedpeopledied
[4] donotcomplywithtyranny
[4] standup
[4] unitedwestand
[4] reopenamerica
[1] chloroquine
[1] coronavirus
[1] azithromycin

Top Hashtags in Tweet in G6:
[1] zinc
[1] autoimmunity
[1] antiviral
[1] prophylactic
[1] therapeutic
[1] hcq
[1] bigpharma

Top Hashtags in Tweet in G7:
[6] sars
[5] rma15
[4] balb
[2] sarscov2
[2] mouse
[2] age
[2] ma15
[2] covid19
[1] infection
[1] humans

Top Hashtags in Tweet in G8:
[79] sarscov2
[1] covid19

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[813] cov
[792] sars
[108] virus
[95] mers
[79] 19
[77] human
[75] coronavirus
[69] antibody
[67] covid
[65] cross

Top Words in Tweet in G2:
[279] sars
[256] cov
[160] realdonaldtrump
[106] virus
[104] coronavirus
[91] china
[88] dear
[88] racist
[88] raving
[88] simpleminded

Top Words in Tweet in G3:
[362] sars
[356] cov
[341] tipo
[340] expertas
[340] expertos
[340] científicos
[340] advirtieron
[340] reservorios
[340] virus
[340] debían

Top Words in Tweet in G4:
[332] sars
[332] cov
[328] semana
[327] muchos
[327] mueren
[326] resumen
[326] palabra
[326] honor
[326] somos
[326] vulnerables

Top Words in Tweet in G5:
[204] sars
[174] coronavirus
[159] edseibold
[158] 2005
[157] infection
[153] chloroquine
[152] national
[152] library
[152] medicine
[152] report

Top Words in Tweet in G6:
[185] sars
[166] coronavirus
[112] nih
[105] chloroquine
[98] infection
[91] 2005
[87] zinc
[85] inhibits
[84] cov
[78] potent

Top Words in Tweet in G7:
[246] sars
[237] cov
[44] positives
[36] lab
[33] ayjchan
[29] cov2
[26] rate
[26] change
[26] chan
[26] preprint

Top Words in Tweet in G8:
[249] sars
[247] cov
[84] cells
[84] ace2
[83] immune
[82] erictopol
[81] affinity
[81] evading
[80] very
[79] atomic

Top Words in Tweet in G9:
[164] 2005
[164] chloroquine
[164] sars
[163] lookie
[163] article
[163] positive
[163] effects
[163] cov
[163] weird
[163] everyone

Top Words in Tweet in G10:
[118] sars
[109] cov
[46] contra
[40] monoclonal
[33] anticuerpo
[32] humano
[32] s309
[32] neutraliza
[16] naukas_com
[16] nuevo

Top Word Pairs
Top Word Pairs in Tweet in G2:
[717] sars,cov
[80] dear,realdonaldtrump
[60] realdonaldtrump,racist
[53] racist,raving
[52] raving,simpleminded
[52] simpleminded,syphilitic
[51] syphilitic,lunatic
[51] lunatic,china
[51] china,virus
[51] virus,sars

Top Word Pairs in Tweet in G3:
[243] sars,cov
[88] expertas,expertos
[88] expertos,científicos
[88] científicos,advirtieron
[88] advirtieron,reservorios
[88] reservorios,virus
[88] virus,tipo
[88] tipo,sars
[88] cov,debían
[88] pinabertoglia,expertas

Top Word Pairs in Tweet in G4:
[356] sars,cov
[340] muchos,mueren
[340] resumen,semana
[340] semana,sars
[340] cov,palabra
[340] palabra,honor
[340] honor,somos
[340] somos,vulnerables
[340] vulnerables,muchos
[339] brendacrabtreer,resumen

Top Word Pairs in Tweet in G5:
[332] sars,coronavirus
[327] national,library
[326] library,medicine
[326] medicine,report
[326] report,2005
[326] 2005,chloroquine
[326] chloroquine,potent
[326] potent,inhibitor
[326] inhibitor,sars
[325] coronavirus,infection

Top Word Pairs in Tweet in G6:
[153] sars,coronavirus
[152] sars,cov
[152] chloroquine,potent
[152] potent,inhibitor
[152] inhibitor,sars
[152] zn2,inhibits
[152] inhibits,coronavirus
[152] 2005,chloroquine
[152] coronavirus,infection
[152] infection,spread

Top Word Pairs in Tweet in G7:
[92] sars,cov
[84] sars,cov2
[78] rate,change
[78] chan,lab
[78] lab,preprint
[70] cov,versus
[70] versus,sars
[69] cov2,rate
[66] change,chan
[66] preprint,special

Top Word Pairs in Tweet in G8:
[203] sars,cov
[26] evading,immune
[26] atomic,details
[26] details,#sarscov2
[26] #sarscov2,enters
[25] enters,cells
[25] cells,differs
[25] differs,sars
[24] cov,very
[23] very,high

Top Word Pairs in Tweet in G9:
[246] lookie,article
[81] article,2005
[79] 2005,positive
[79] positive,effects
[79] effects,chloroquine
[79] chloroquine,sars
[79] sars,cov
[79] cov,weird
[79] weird,everyone
[79] everyone,hates

Top Word Pairs in Tweet in G10:
[163] sars,cov
[163] contra,sars
[163] anticuerpo,monoclonal
[163] monoclonal,humano
[163] humano,s309
[163] s309,contra
[163] cov,neutraliza
[163] neutraliza,sars
[163] nuevo,francis
[163] francis,anticuerpo

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cnn
@ingrahamangle
@daoyu15
@scottadamssays
@xenartthyl
@allisgoodusa
@harvard2h
@meganranney
@nytimes

Top Replied-To in G2:
@ingrahamangle
@realdonaldtrump
@kingfreespeech
@scottadamssays
@zev_dr
@bugwannostra
@nishu_mehta
@patriot9161
@macro__business
@drlee4america

Top Replied-To in G3:
@wu_xuebing

Top Replied-To in G5:
@peoplep68665326
@realericcarmen
@firstname_joel
@realchinaproj
@tvsteve
@justmeelc
@truelovefromgod
@paultod92288532
@realmattcouch
@husband_bots

Top Replied-To in G6:
@cnn
@fooginc
@scottadamssays
@lisamei62
@jamestodaromd
@stevephillipsmd
@naika89166097
@gettingtrump
@niro60487270
@nemo_pix

Top Replied-To in G7:
@daoyu15
@nanogenomic
@harvard2h
@abledoc
@freezerohedge
@prismofreality
@diseaseecology
@jballard11josh
@thegf
@gmwatch

Top Replied-To in G8:
@erictopol
@annerockwell13
@eliowa
@engc9k
@picornavirusb
@davidoite
@jmcrafty1
@billhanage

Top Replied-To in G10:
@gorka_orive
@delorsinstitute
@realdonaldtrump
@primeministergr
@amerkel57
@akk
@santospereira_a
@casareal
@giuseppeconteit
@andrzejduda

Top Mentioned
Top Mentioned in Entire Graph:
@pinabertoglia
@brendacrabtreer
@realdonaldtrump
@calirn619
@edseibold
@breaking911
@howarda_esq
@erictopol
@buddhastalin13
@thelonevirologi

Top Mentioned in G1:
@debugliesnews
@buenoscielos1
@cmencke
@chucksanchez16
@juanesala
@gilber_pedrotti
@kiltronxenviro
@estevanovich1
@psicologoenred
@coronav56327011

Top Mentioned in G2:
@realdonaldtrump
@howarda_esq
@potus
@ingrahamangle
@markmeadows
@zev_dr
@r0b0tspider
@drlee4america
@sidneypowell1
@johnrobertsfox

Top Mentioned in G3:
@pinabertoglia
@biorxivpreprint

Top Mentioned in G4:
@brendacrabtreer
@ntelevisa_com

Top Mentioned in G5:
@edseibold
@katiepavlich
@craig56650487
@benshapiro
@truelovefromgod
@benbrumley
@stephanie_co23
@sciencecohen
@cmyeaton
@otagograd

Top Mentioned in G6:
@fktvis
@robinenochs
@cnn
@jamestodaromd
@zev_dr
@gettingtrump
@scottadamssays
@sunil_2096
@dgpurser
@darkjournalist

Top Mentioned in G7:
@ayjchan
@mackayim
@theseeker268
@jjcouey
@daoyu15
@billybostickson
@chrismartenson
@youtube
@r_h_ebright
@ydeigin

Top Mentioned in G8:
@erictopol
@thelonevirologi
@cyrilpedia
@systemsvirology
@pnasnews
@umncvm
@umnews
@strangviruslab
@stuartjdneil
@mackayim

Top Mentioned in G9:
@calirn619
@potus
@edseibold

Top Mentioned in G10:
@naukas_com
@ej_molina_c
@gorka_orive
@astro_duque
@cienciagob
@rmegiasrda
@eu_commission
@eulaliarubio
@andreaseisl

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jurylady5
@republikaonline
@joefreedomlove
@threadreaderapp
@chidambara09
@revolution_fr
@ginniasa
@rouslan5
@babysgramma

Top Tweeters in G1:
@revolution_fr
@fakerokuoloto
@devimora
@vipertoxin
@greta_romario
@auriandra
@slpolient
@diariomarcaoax
@robinsonmanana
@vox_politica

Top Tweeters in G2:
@babysgramma
@sueglashauser
@dcexaminer
@gwydion620
@michelejeanson1
@foxnews
@shelleybean01
@gmanfan45
@demgirl50
@kellydetoni

Top Tweeters in G3:
@ginniasa
@luzpatricialeal
@marcelagp2
@canal_chile
@_aqueleyoyo
@mi2023pf
@muozzavala
@huyoa
@rossanabessone
@zaspiak

Top Tweeters in G4:
@ntelevisa_com
@foro_tv
@_taxista_regio_
@razcolnicov
@ricardo_ik_ahau
@alex_lopezs
@siuatsintli
@kaiserofl06
@embolicat
@zternest

Top Tweeters in G5:
@mquirozt
@libertylady44
@lisaturnerdecor
@magalisahartz
@realmattcouch
@baizuobu
@piert83
@deedecrist
@sanjayranjan
@ldicassiolorri

Top Tweeters in G6:
@joefreedomlove
@wwwillstand
@carolynyadayada
@caselvis58
@mukulagarwal66
@cnn
@journeysnonnie
@dgpurser
@kacy10000
@mutts4me_sherri

Top Tweeters in G7:
@missb62
@mmjblair
@slsandpet
@wmn4srvl
@occupyschagen
@pkinbangkok
@luigi_warren
@cbn2
@kreativekonnect
@mackayim

Top Tweeters in G8:
@jurylady5
@angelakorras
@anthropic
@ochreblue
@rqskye
@abcbtom
@cachete94249129
@celestebyrne3
@paulosaelias
@medical91

Top Tweeters in G9:
@sheindie
@dunbdav
@lindamu9
@pilarmel13
@thetoyman1
@dkougar
@reddragonfly19
@didnotvotefor44
@dyro874
@nuez_martha

Top Tweeters in G10:
@lavanguardia
@raquelgarciade2
@vivirsinalergia
@warkentin
@calsojorn
@santiagobio
@cescept
@aberron
@javiermartin1e
@jvicenteprieto