SARS-NCOV, Twitter, 7/31/2020 9:44:14 AM, 231477


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SARS-NCOV_2020-07-31_02-33-37.xlsx
SARS-NCOV_2020-07-31_02-33-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2PbfFfR
@thelancet
@uniofoxford
@nikolovscience
@lucasmorin_eolc
@paolosanvido
@docramiro
@dayarvsvau
@fbwm8888
@tiacarra
@10minus6cosm

Top hashtags:
#covid19
#sarscov2
#covid
#vaccine
#mascarilla
#coronavirus
#canalsalut
#covidー19

Description:
Description
The graph represents a network of 2,164 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 09:37 UTC.

The requested start date was Friday, 31 July 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 13-day, 11-hour, 51-minute period from Friday, 17 July 2020 at 00:35 UTC to Thursday, 30 July 2020 at 12:27 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 : 2164
Unique Edges : 1181
Edges With Duplicates : 2478
Total Edges : 3659
Number of Edge Types : 5
Mentions : 470
Retweet : 1102
MentionsInRetweet : 1355
Tweet : 568
Replies to : 164
Self-Loops : 605
Reciprocated Vertex Pair Ratio : 0.00827814569536424
Reciprocated Edge Ratio : 0.0164203612479475
Connected Components : 618
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 259
Maximum Edges in a Connected Component : 673
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.235751
Graph Density : 0.000390323564775766
Modularity : 0.551773
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,164 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 09:37 UTC.

The requested start date was Friday, 31 July 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 13-day, 11-hour, 51-minute period from Friday, 17 July 2020 at 00:35 UTC to Thursday, 30 July 2020 at 12:27 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-NCOV
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:
[202] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext&rc=0
[54] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4&rc=0
[39] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[26] https://www.research.ox.ac.uk/Article/2020-07-20-safety-and-immunogenicity-of-the-chadox1-ncov-19-vaccine-against-sars-cov-2-a-phase-i-2-randomized-control-trial
[21] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[19] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[17] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620316044.pdf
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931604-4&rc=0
[7] https://investor.todosmedical.com/news-events/press-releases/detail/61/todos-medical-announces-sars-ncov-19-testing-kit-contract
[7] https://www.cdc.gov/coronavirus/2019-ncov/lab/pooling-procedures.html

Top URLs in Tweet in G1:
[148] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext&rc=0
[28] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4&rc=0
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[9] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[7] https://www.research.ox.ac.uk/Article/2020-07-20-safety-and-immunogenicity-of-the-chadox1-ncov-19-vaccine-against-sars-cov-2-a-phase-i-2-randomized-control-trial
[6] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620316044.pdf
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931604-4&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_content%3D135034429%26utm_medium%3Dsocial%26utm_source%3Dtwitter%26hss_channel%3Dtw-27013292&rc=0
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html

Top URLs in Tweet in G2:
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext%3Ffbclid%3DIwAR3EszjRI8qlY410KUi4lDC3cWZ7TFwPJMqFMLkdu61Qwt34C8NN1Mg2yn0&rc=0
[1] https://www.ox.ac.uk/news/2020-07-20-new-study-reveals-oxford-coronavirus-vaccine-produces-strong-immune-response
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext%3Ffbclid%3DIwAR1ealfW2aMXY6QOJTM8rnuDGnZbxcstOns2ypKixJP6homnw0xX93EKlfA&rc=0
[1] https://twitter.com/richardhorton1/status/1285206451393310721
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931604-4&rc=0
[1] https://www.thelancet.com/lancet/article/s0140-6736(20)31604-4

Top URLs in Tweet in G3:
[19] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-28&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-16&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-18&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-19&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-20&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-21&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-22&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-23&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-07-25&search_in=LD

Top URLs in Tweet in G4:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4&rc=0

Top URLs in Tweet in G5:
[17] https://www.research.ox.ac.uk/Article/2020-07-20-safety-and-immunogenicity-of-the-chadox1-ncov-19-vaccine-against-sars-cov-2-a-phase-i-2-randomized-control-trial
[2] https://www.pirbright.ac.uk/news/2020/06/studies-pirbright-demonstrate-two-doses-oxford-university%E2%80%99s-covid-19-vaccine-boosts
[1] http://www.ox.ac.uk/covid-vaccine
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2931604-4&rc=0
[1] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620316044.pdf

Top URLs in Tweet in G6:
[1] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620316044.pdf

Top URLs in Tweet in G7:
[1] https://medium.com/@yurideigin/lab-made-cov2-genealogy-through-the-lens-of-gain-of-function-research-f96dd7413748
[1] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1725399?cookieSet=1
[1] http://magictour.free.fr/rmyn.GIF
[1] https://chemrxiv.org/articles/preprint/Molecular_Insights_into_the_Contagious_Nature_of_Pandemic_Novel_Coronavirus_2019-nCoV/12118839/3
[1] https://www.nukepro.net/2020/03/massive-tome-on-sars-2.html

Top URLs in Tweet in G8:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092803/

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html
[1] https://twitter.com/chadpergram/status/1288588449537306625
[1] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620316044.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[311] elsevierhealth.com
[113] cdc.gov
[38] scholarsportal.info
[35] twitter.com
[35] ac.uk
[18] nih.gov
[18] literatumonline.com
[12] google.com
[12] nextstrain.org
[8] thelancet.com

Top Domains in Tweet in G1:
[212] elsevierhealth.com
[27] cdc.gov
[8] google.com
[8] ac.uk
[7] twitter.com
[6] literatumonline.com
[5] thelancet.com
[4] linkedin.com
[4] abeomics.com
[3] nextstrain.org

Top Domains in Tweet in G2:
[17] elsevierhealth.com
[2] twitter.com
[1] ac.uk
[1] thelancet.com
[1] nejm.org
[1] literatumonline.com
[1] sciencemediacentre.org

Top Domains in Tweet in G3:
[38] scholarsportal.info
[1] cdc.gov

Top Domains in Tweet in G4:
[1] elsevierhealth.com

Top Domains in Tweet in G5:
[20] ac.uk
[2] elsevierhealth.com
[1] literatumonline.com

Top Domains in Tweet in G6:
[1] literatumonline.com

Top Domains in Tweet in G7:
[1] medium.com
[1] tandfonline.com
[1] free.fr
[1] chemrxiv.org
[1] nukepro.net

Top Domains in Tweet in G8:
[1] nih.gov

Top Domains in Tweet in G10:
[1] cdc.gov
[1] twitter.com
[1] literatumonline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] covid19
[82] sarscov2
[37] covid
[36] vaccine
[34] mascarilla
[32] coronavirus
[18] canalsalut
[16] covidー19
[12] covid_19
[11] oxfordvaccine



Top Hashtags in Tweet in G1:
[14] covid19
[9] vaccine
[8] covidー19
[6] coronavirus
[5] sarscov2
[3] sars_cov_2
[3] covid_19
[2] covid__19
[2] covid
[2] chadox1

Top Hashtags in Tweet in G2:
[56] sarscov2
[24] covid19
[2] vaccine
[2] research
[1] vaccination
[1] safety
[1] immunogenicity
[1] report
[1] trial
[1] coronavirus

Top Hashtags in Tweet in G3:
[20] covid19
[19] sarscov2

Top Hashtags in Tweet in G4:
[1] covid19

Top Hashtags in Tweet in G5:
[11] covid19
[2] vaccinetrials
[1] animalstats
[1] covidvaccine
[1] rayofhope
[1] successfulstageone
[1] coronavirus

Top Hashtags in Tweet in G7:
[1] covid19
[1] sars
[1] cov2
[1] ncov
[1] virology
[1] gainoffunction
[1] gof
[1] wuhan
[1] wiv

Top Hashtags in Tweet in G9:
[1] peru
[1] newyorkprotests
[1] michiganprotest

Top Words
Top Words in Tweet in Entire Graph:
[1320] sars
[1153] cov
[1116] ncov
[1088] 19
[844] chadox1
[714] vaccine
[645] against
[642] safety
[631] immunogenicity
[528] phase

Top Words in Tweet in G1:
[366] sars
[336] cov
[327] ncov
[319] 19
[286] vaccine
[281] chadox1
[256] against
[247] safety
[245] immunogenicity
[238] phase

Top Words in Tweet in G2:
[106] thelancet
[105] safety
[104] immunogenicity
[86] against
[80] vaccine
[75] published
[66] chadox1
[64] 19
[63] ncov
[57] adenovirus

Top Words in Tweet in G3:
[107] test
[106] know
[106] cdc
[106] currently
[106] mass
[106] producing
[106] detect
[106] two
[106] types
[106] influenza

Top Words in Tweet in G4:
[91] vacuna
[91] chadox1
[91] ncov
[91] 19
[91] sars
[91] cov
[91] buen
[91] perfil
[91] seguridad
[91] buena

Top Words in Tweet in G5:
[59] more
[58] thanks
[55] uniofoxford
[53] read
[50] we've
[50] found
[50] far
[41] appreciate
[40] kumarpalkp
[40] kumarpal

Top Words in Tweet in G6:
[68] chadox1
[68] ncov
[68] 19
[68] sars
[68] cov
[66] gabotuitero
[64] safety
[64] immunogenicity
[64] vaccine
[64] against

Top Words in Tweet in G7:
[11] cov
[8] sars
[4] ydeigin
[4] flavinkins
[4] ayjchan
[4] monarahalkar
[4] kevinmch3
[4] billybostickson
[3] virus
[3] antgduarte

Top Words in Tweet in G8:
[42] artículo
[42] principios
[42] año
[42] tomaron
[42] muestras
[42] enfermos
[42] purificó
[42] virus
[42] cultivos
[42] celulares

Top Words in Tweet in G9:
[46] cov
[38] hcov
[36] 30
[36] sars
[25] dayarvsvau
[24] coronavirus
[22] laboratorium
[18] mers
[14] nl63
[14] hku1

Top Words in Tweet in G10:
[42] cov
[41] sars
[36] based
[36] existing
[36] literature
[36] incubation
[36] period
[36] time
[36] exposure
[36] development

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1118] sars,cov
[887] ncov,19
[834] chadox1,ncov
[631] safety,immunogenicity
[577] 19,vaccine
[551] immunogenicity,chadox1
[550] against,sars
[532] vaccine,against
[474] cov,preliminary
[471] preliminary,report

Top Word Pairs in Tweet in G1:
[330] sars,cov
[284] ncov,19
[277] chadox1,ncov
[254] 19,vaccine
[253] against,sars
[245] safety,immunogenicity
[244] immunogenicity,chadox1
[241] vaccine,against
[220] cov,preliminary
[220] preliminary,report

Top Word Pairs in Tweet in G2:
[104] safety,immunogenicity
[75] published,thelancet
[63] chadox1,ncov
[63] ncov,19
[57] 19,vaccine
[56] thelancet,trials
[56] trials,adenovirus
[56] adenovirus,vectored
[56] vectored,vaccines
[56] vaccines,against

Top Word Pairs in Tweet in G3:
[106] know,cdc
[106] cdc,currently
[106] currently,mass
[106] mass,producing
[106] producing,test
[106] test,detect
[106] detect,two
[106] two,types
[106] types,influenza
[106] influenza,viruses

Top Word Pairs in Tweet in G4:
[91] vacuna,chadox1
[91] chadox1,ncov
[91] ncov,19
[91] 19,sars
[91] sars,cov
[91] cov,buen
[91] buen,perfil
[91] perfil,seguridad
[91] seguridad,buena
[91] buena,generación

Top Word Pairs in Tweet in G5:
[50] we've,found
[50] found,far
[50] read,more
[46] more,we've
[40] kumarpalkp,appreciate
[40] appreciate,thanks
[40] thanks,kumarpal
[40] kumarpal,read
[39] uniofoxford,kumarpalkp
[14] thanks,sharing

Top Word Pairs in Tweet in G6:
[68] chadox1,ncov
[68] ncov,19
[68] sars,cov
[64] safety,immunogenicity
[64] immunogenicity,chadox1
[64] 19,vaccine
[64] vaccine,against
[64] against,sars
[64] cov,preliminary
[64] preliminary,report

Top Word Pairs in Tweet in G7:
[7] sars,cov
[3] 2019,ncov
[2] hear,anyone
[2] anyone,claim
[2] claim,know
[2] know,virus
[2] virus,didn
[2] didn,come
[2] come,lab
[2] lab,don

Top Word Pairs in Tweet in G8:
[42] artículo,principios
[42] principios,año
[42] año,tomaron
[42] tomaron,muestras
[42] muestras,enfermos
[42] enfermos,purificó
[42] purificó,virus
[42] virus,cultivos
[42] cultivos,celulares
[41] javier__cb,artículo

Top Word Pairs in Tweet in G9:
[32] sars,cov
[17] 30,laboratorium
[14] hcov,nl63
[14] hku1,ncov
[14] ncov,mers
[14] mers,cov
[14] more,30
[14] 30,strains
[14] strains,coronavirus
[14] coronavirus,isolated

Top Word Pairs in Tweet in G10:
[41] sars,cov
[36] based,existing
[36] existing,literature
[36] literature,incubation
[36] incubation,period
[36] period,time
[36] time,exposure
[36] exposure,development
[36] development,symptoms
[36] symptoms,sars

Top Replied-To
Top Replied-To in Entire Graph:
@beata51641993
@minpres
@east_dreamer
@webigal1974
@teslajoy
@usarmy
@wbc241
@ctvnews
@afp
@oloczarny

Top Replied-To in G2:
@thelancet

Top Replied-To in G5:
@davethefuturist
@catherinewest1
@gryking
@gerrylynch
@deirdreheenan
@jeffreydogmorg1
@jackiesmith_nmc
@kumarpalkp
@starrymelody325

Top Replied-To in G7:
@antgduarte
@luigi_warren
@stuartafraser

Top Replied-To in G9:
@beata51641993
@minpres
@newsweek
@coronavirusnewv
@ing__ro
@oloczarny
@afp
@ctvnews
@wbc241
@usarmy

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@nikolovscience
@docramiro
@gabotuitero
@uniofoxford
@thelancetinfdis
@javier__cb
@kumarpalkp
@nycsouthpaw
@raquelblascor

Top Mentioned in G1:
@therealjamesbo7
@talal_al_shamri
@josecristancho
@juangarza13
@alfonso_casi
@_measly

Top Mentioned in G2:
@thelancet
@thelancetinfdis
@absteward
@stjohnlab
@peterhorby
@luiszuritag
@k_lalic
@jvalaball
@skynewsbreak
@rizwansohailmd

Top Mentioned in G3:
@nikolovscience
@scholarsportal

Top Mentioned in G4:
@docramiro

Top Mentioned in G5:
@uniofoxford
@kumarpalkp
@pirbright_inst
@catherinewest1
@gryking
@vaccinetrials
@thelancet
@starrymelody325
@deirdreheenan
@gerrylynch

Top Mentioned in G6:
@gabotuitero

Top Mentioned in G7:
@ydeigin
@flavinkins
@ayjchan
@monarahalkar
@kevinmch3
@billybostickson
@_coltseavers
@theseeker268
@bahulikarrahul
@franciscodeasis

Top Mentioned in G8:
@javier__cb

Top Mentioned in G9:
@dayarvsvau
@austrohngaro1
@coronavirusnewv
@kicaj3
@gladiatorvicto
@stanley16906654
@ewazamojska
@belle_epoque5
@monika16778868
@tumbojohansen

Top Mentioned in G10:
@nycsouthpaw
@_b_i_o_t_e_c_h_

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@lopezgovlaw
@pennystocksmomo
@phillip92321
@saki_tokyojapan
@inspiteoftrump
@gambiste1
@antoninianton
@hirameki_002
@gooochin

Top Tweeters in G1:
@alerttrade
@gooochin
@yoshiki7111
@memeorandum
@guillermobustos
@saudi_pharma_07
@osakakyoto_0825
@cyrus_mcdugan
@otcdynamics
@ironorehopper

Top Tweeters in G2:
@hirameki_002
@baphomet_2525
@tonytony0250
@gloria_rocha
@hidekih
@z_kvae
@ryu649_0314
@takumis34614605
@yumifurusawa
@andreromanp

Top Tweeters in G3:
@tyrelle123
@devinecelt
@lbastura
@bodhibrian
@diggrich_
@politiwars
@naattuvarthakal
@ollyollyinfree
@debster234
@john43269024

Top Tweeters in G4:
@ch_mendezv
@jorgemadrigal_
@oskvelasquez
@stormydessert
@brendagalez
@carlos_rovas
@drdavidcaam
@marinigen
@cervezatipo
@jesusco21218493

Top Tweeters in G5:
@gryking
@bprophetable
@boosmile94
@ajogee
@icklepickle
@sergiolujambio
@manojdevil993
@via29vio
@yurdhafadhila
@gerrylynch

Top Tweeters in G6:
@infozeus
@censelio
@magiastral
@veritocvr
@cayocornelio
@szapatazavala
@gabotuitero
@alimentoz
@pablonegri
@alvaroasis

Top Tweeters in G7:
@luigi_warren
@real_adam_b
@_coltseavers
@harvard2h
@billybostickson
@r_h_ebright
@babarlelephant
@flavinkins
@antonioregalado
@emmecola

Top Tweeters in G8:
@sandymmv
@joseiniesta77
@chequebovlc
@marilomajial
@zamacarmen
@valdescabb
@blvpitt
@mikehdzp
@santo9476
@alejanvm

Top Tweeters in G9:
@afp
@newsweek
@ctvnews
@piotr_makowiec
@wickis12
@gladiatorvicto
@windwens9
@edkajoanna
@bozenapiegza3
@belle_epoque5

Top Tweeters in G10:
@phillip92321
@inspiteoftrump
@deathtocrazy
@digyoursoul
@nycsouthpaw
@northwind1ndn
@orchidlady303
@sailorpsy
@48gailschwerdt
@cripiccimoh