SARS-COV, Twitter, 4/8/2020 3:25:47 PM, 224624


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SARS-COV_2020-04-08_01-28-51.xlsx
SARS-COV_2020-04-08_01-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/2UTHInW
@michaelcoudrey
@larryboorstein
@virusesimmunity
@realdonaldtrump
@mmw_lmw
@larryschweikart
@kevinpurcell
@babarlelephant
@laurie_garrett
@__ice9

Top hashtags:
#covid19
#sarscov2
#كورونا
#urgente
#coronavirus

Description:
Description
The graph represents a network of 6,572 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 Wednesday, 08 April 2020 at 08:30 UTC.

The requested start date was Wednesday, 08 April 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 4-day, 19-hour, 23-minute period from Thursday, 02 April 2020 at 14:58 UTC to Tuesday, 07 April 2020 at 10:22 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 : 6572
Unique Edges : 6752
Edges With Duplicates : 829
Total Edges : 7581
Number of Edge Types : 4
MentionsInRetweet : 4032
Replies to : 973
Mentions : 1678
Tweet : 898
Self-Loops : 898
Reciprocated Vertex Pair Ratio : 0.00924744897959184
Reciprocated Edge Ratio : 0.0183254344391785
Connected Components : 1239
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 2234
Maximum Edges in a Connected Component : 2901
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.568936
Graph Density : 0.000146579990113145
Modularity : 0.859
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 6,572 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 Wednesday, 08 April 2020 at 08:30 UTC.

The requested start date was Wednesday, 08 April 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 4-day, 19-hour, 23-minute period from Thursday, 02 April 2020 at 14:58 UTC to Tuesday, 07 April 2020 at 10:22 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:
[207] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[57] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269
[43] https://create.arduino.cc/projecthub/user66015547/face-masks-disinfection-device-needlab-3ed2f5
[28] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[26] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269.full
[17] https://www.youtube.com/watch?v=_pBsL0qW2Vs&feature=youtu.be

[13] https://www.healio.com/pediatrics/respiratory-infections/news/online/%7B1adbec96-e53b-4d62-9eef-d0672970b61d%7D/chloroquine-azithromycin-combination-decreased-respiratory-gastrointestinal-tract-infections
[10] https://covid-19.uniprot.org/
[9] https://www.biorxiv.org/cgi/content/short/2020.04.03.024257v1
[8] https://www.biorxiv.org/content/10.1101/2020.04.03.024257v1

Top URLs in Tweet in G1:
[34] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269
[12] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269.full
[4] https://www.sciencedirect.com/science/article/pii/S0166354220302011
[3] https://www.cell.com/pb-assets/products/coronavirus/CELL_CELL-D-20-00739.pdf
[3] https://medicalxpress.com/news/2020-04-covid-vaccine-candidate-peer-reviewed.amp?__twitter_impression=true
[3] https://immunology.sciencemag.org/content/5/46/eabb8618.full
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2176051/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2196-x
[2] https://hiclover.wordpress.com/2020/04/03/hiclover-hospital-medical-waste-incinerator-in-stock-for-2019-ncov-sars-cov-sars-coronavirus-novel-coronavirus/
[2] https://science.sciencemag.org/content/sci/early/2020/04/02/science.abb7269.full.pdf

Top URLs in Tweet in G2:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930313-5%2Ffulltext&rc=0
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2493326/
[1] https://www.youtube.com/watch?v=aWKWl9j1OzA&feature=youtu.be


Top URLs in Tweet in G3:
[17] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[17] https://www.youtube.com/watch?v=_pBsL0qW2Vs&feature=youtu.be

[13] https://www.healio.com/pediatrics/respiratory-infections/news/online/%7B1adbec96-e53b-4d62-9eef-d0672970b61d%7D/chloroquine-azithromycin-combination-decreased-respiratory-gastrointestinal-tract-infections
[2] https://www.inovio.com/technology
[2] https://www.youtube.com/watch?v=kjLKlKPUnyc&feature=youtu.be

[1] https://twitter.com/FortuneUSNews/status/1247183664401833986
[1] https://twitter.com/vicenews/status/1244791521309843459
[1] https://twitter.com/alfonslopeztena/status/1246134074281988096
[1] https://twitter.com/LarryBoorstein/status/1243229157720494082
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2803%2900806-5%2Ffulltext&rc=0

Top URLs in Tweet in G4:
[195] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985

Top URLs in Tweet in G5:
[1] https://insight.jci.org/articles/view/123158
[1] https://threadreaderapp.com/thread/1243997325804142593.html

Top URLs in Tweet in G6:
[10] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269
[7] https://pubmed.ncbi.nlm.nih.gov/25135833/
[4] https://www.jci.org/articles/view/137647
[4] https://www.biorxiv.org/cgi/content/short/2020.04.03.024257v1
[1] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269.long
[1] http://tweetedtimes.com/v/1342
[1] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269.full
[1] https://marlin-prod.literatumonline.com/pb-assets/journals/research/cell/Online
[1] Now
[1] PDfs/CELL_CELL-D-20-00586_S5.pdf

Top URLs in Tweet in G7:
[7] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269.full
[4] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1609170/
[1] https://annals.org/aim/fullarticle/2764367/effectiveness-surgical-cotton-masks-blocking-sars-cov-2-controlled-comparison
[1] https://twitter.com/FalconieriV/status/1244626955179380736
[1] https://science.sciencemag.org/content/sci/early/2020/04/02/science.abb7269.full.pdf
[1] https://twitter.com/bnodesk/status/1246902298179182597
[1] https://science.sciencemag.org/content/367/6485/1444.full
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2180-5
[1] https://jvi.asm.org/content/jvi/94/7/e00127-20/F1.large.jpg

Top URLs in Tweet in G8:
[7] https://www.ncbi.nlm.nih.gov/pubmed/20463816
[2] https://jvi.asm.org/content/jvi/early/2009/05/06/JVI.00127-09.full.pdf
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-73
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[1] https://www.nature.com/articles/s41598-018-33487-8
[1] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(20)30116-8/fulltext#.XmzxKyJd244.linkedin
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/therapeutic-options.html
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4125530/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http://link.springer.com/article/10.1007/s12630-020-01591-x?fbclid=IwAR09IAdVxg7iLmaoPUAHcQyOgT09uJ6pBkI_iYnyhj8mvlf-9Rb4CBiVQJQ
[1] https://twitter.com/NeuroscienceNew/status/1245811691394347010

Top URLs in Tweet in G9:
[3] https://science.sciencemag.org/content/early/2020/04/02/science.abb7269
[2] https://www.biorxiv.org/content/10.1101/2020.03.13.991570v1
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/therapeutic-options.html
[1] https://go.nature.com/2Jqn9sr
[1] http://advances.sciencemag.org/content/2/10/e1600492.full
[1] https://rna-mediated.com/george-church-refutes-theistic-evolution/
[1] https://twitter.com/geochurch/status/1246779161533984775
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2820%2930229-4&rc=0
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2180-5
[1] https://twitter.com/Sarscov2science/status/1245754182457409537

Top URLs in Tweet in G10:
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[3] https://pubmed.ncbi.nlm.nih.gov/15351731/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00984-8
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanrhe%2Farticle%2FPIIS2665-9913%2820%2930089-8%2Ffulltext&rc=0

Top Domains
Top Domains in Tweet in Entire Graph:
[241] nature.com
[131] nih.gov
[115] twitter.com
[105] sciencemag.org
[43] arduino.cc
[29] youtube.com
[27] biorxiv.org
[14] sciencedirect.com
[14] elsevierhealth.com
[14] cdc.gov

Top Domains in Tweet in G1:
[56] sciencemag.org
[46] twitter.com
[25] nih.gov
[9] nature.com
[6] youtube.com
[6] instagram.com
[5] linkedin.com
[5] sciencedirect.com
[4] cdc.gov
[3] cell.com

Top Domains in Tweet in G2:
[2] elsevierhealth.com
[1] nih.gov
[1] youtube.com

Top Domains in Tweet in G3:
[21] youtube.com
[17] nih.gov
[13] healio.com
[4] twitter.com
[2] inovio.com
[1] elsevierhealth.com
[1] jbc.org
[1] sciencedirect.com

Top Domains in Tweet in G4:
[195] nature.com

Top Domains in Tweet in G5:
[1] jci.org
[1] threadreaderapp.com

Top Domains in Tweet in G6:
[12] sciencemag.org
[7] nih.gov
[5] jci.org
[4] biorxiv.org
[3] nature.com
[2] twitter.com
[2] cell.com
[1] tweetedtimes.com
[1] literatumonline.com
[1] tandfonline.com

Top Domains in Tweet in G7:
[13] sciencemag.org
[6] twitter.com
[2] nih.gov
[1] annals.org
[1] nature.com
[1] asm.org
[1] biorxiv.org
[1] sandiegouniontribune.com
[1] scripps.edu

Top Domains in Tweet in G8:
[8] nih.gov
[2] biomedcentral.com
[2] cdc.gov
[2] twitter.com
[2] asm.org
[1] nature.com
[1] thelancet.com
[1] springer.com
[1] apjai-journal.org
[1] literatumonline.com

Top Domains in Tweet in G9:
[4] sciencemag.org
[4] twitter.com
[2] nature.com
[2] biorxiv.org
[2] cdc.gov
[1] rna-mediated.com
[1] elsevierhealth.com
[1] transcendingsquare.com
[1] nih.gov
[1] sciencedirect.com

Top Domains in Tweet in G10:
[7] nih.gov
[1] nature.com
[1] elsevierhealth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] covid19
[110] sarscov2
[92] كورونا
[88] urgente
[86] coronavirus
[68] receptorbindingdomains
[31] covidー19
[26] buenasnoticias
[24] wuhan
[21] kag



Top Hashtags in Tweet in G1:
[18] covid19
[18] coronavirus
[7] sarscov2
[6] sars
[5] covid_19
[4] covidー19
[4] virus
[3] covid2019
[2] corona
[2] viruschino

Top Hashtags in Tweet in G3:
[21] kag
[12] coronaviruspandemic
[2] occupy
[2] sars_cov_2
[2] hiv
[2] viruses
[2] combined
[2] covid19
[2] sars
[2] aids

Top Hashtags in Tweet in G4:
[5] faucifraud

Top Hashtags in Tweet in G6:
[69] sarscov2
[64] receptorbindingdomains
[16] elefunfactfriday
[16] cornoravirus
[1] themoreyouknow
[1] tweeted
[1] rna
[1] covid19
[1] biorxiv_micrbio
[1] covidー19

Top Hashtags in Tweet in G7:
[1] coronavirus
[1] covid19
[1] covid_19
[1] vaccine

Top Hashtags in Tweet in G8:
[4] covid19
[3] ncov2019
[3] idtwitter
[2] 2019ncov
[2] coronaviruses
[1] gainoffunction
[1] bsl3
[1] bsl4
[1] coronavirus
[1] r4today

Top Hashtags in Tweet in G9:
[12] sarscov2
[6] covid19
[1] bioarmsrace
[1] covid_19
[1] receptorbindingdomains
[1] notahoax
[1] jefadegobierno
[1] somossamu
[1] canadacovid19
[1] cdnpoli

Top Hashtags in Tweet in G10:
[1] hydroxychloroquine

Top Words
Top Words in Tweet in Entire Graph:
[1519] Words in Sentiment List#1: Positive
[3980] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[128748] Non-categorized Words
[134247] Total Words
[5242] cov
[4923] sars
[810] virus
[784] coronavirus
[781] covid

Top Words in Tweet in G1:
[897] cov
[876] sars
[116] virus
[113] mers
[99] coronavirus
[76] 19
[67] covid
[66] receptor
[58] binding
[57] epitope

Top Words in Tweet in G2:
[409] sars
[407] cov
[383] michaelcoudrey
[363] known
[363] inhibit
[363] replication
[362] niclosamide
[362] anti
[362] parasite
[362] drug

Top Words in Tweet in G3:
[164] cov
[160] sars
[122] bavari
[94] know
[78] ep
[78] 28
[67] germ
[59] 3pm
[58] chloroquine
[54] coronavirus

Top Words in Tweet in G4:
[196] virus
[195] well
[195] anyone
[195] remember
[195] built
[195] chimeric
[195] encoding
[195] novel
[195] zoonotic
[194] larryschweikart

Top Words in Tweet in G5:
[189] spike
[186] virusesimmunity
[180] disease
[179] worse
[178] anti
[177] cautionary
[177] tale
[177] antibody
[177] make
[177] covid

Top Words in Tweet in G6:
[219] sars
[217] cov
[73] highly
[73] conserved
[73] cryptic
[73] epitope
[69] #sarscov2
[64] #receptorbindingdomains
[64] aaronmring
[63] nlrp3

Top Words in Tweet in G7:
[130] cov
[125] sars
[46] study
[43] skathire
[42] healthcare
[42] worker
[42] findings
[42] article
[42] outright
[42] nightmare

Top Words in Tweet in G8:
[89] sars
[80] cov
[15] covid
[14] virus
[14] 19
[9] 2003
[9] 100
[7] abd
[7] mutant
[7] saldırgan

Top Words in Tweet in G9:
[96] sars
[93] cov
[51] nature
[31] receptor
[30] binding
[26] more
[24] structure
[22] spike
[22] rbd
[21] paper

Top Words in Tweet in G10:
[41] sars
[38] cov
[20] chloroquine
[13] covid
[12] 2004
[12] 19
[10] repgalonski
[10] infection
[10] mother_american
[10] stuartlea6

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4445] sars,cov
[522] covid,19
[456] mers,cov
[406] cov,replication
[384] inhibit,sars
[383] already,known
[381] cov,sars
[379] known,inhibit
[374] niclosamide,anti
[374] anti,parasite

Top Word Pairs in Tweet in G1:
[777] sars,cov
[104] cov,sars
[98] mers,cov
[62] covid,19
[53] highly,conserved
[52] cryptic,epitope
[51] conserved,cryptic
[51] receptor,binding
[51] binding,domains
[50] epitope,receptor

Top Word Pairs in Tweet in G2:
[407] sars,cov
[362] niclosamide,anti
[362] anti,parasite
[362] parasite,drug
[362] drug,wide
[362] wide,ranging
[362] ranging,antiviral
[362] antiviral,already
[362] already,known
[362] known,inhibit

Top Word Pairs in Tweet in G3:
[139] sars,cov
[94] know,bavari
[78] ep,28
[67] 28,germ
[47] wait,until
[47] until,see
[47] see,mark
[47] mark,kulacz's
[47] kulacz's,show
[47] show,3pm

Top Word Pairs in Tweet in G4:
[195] well,anyone
[195] anyone,remember
[195] remember,built
[195] built,chimeric
[195] chimeric,virus
[195] virus,encoding
[195] encoding,novel
[195] novel,zoonotic
[194] larryschweikart,well
[194] zoonotic,co

Top Word Pairs in Tweet in G5:
[179] disease,worse
[178] anti,spike
[177] cautionary,tale
[177] tale,anti
[177] spike,antibody
[177] antibody,make
[177] make,covid
[177] covid,disease
[177] worse,study
[177] study,authors

Top Word Pairs in Tweet in G6:
[217] sars,cov
[73] highly,conserved
[73] conserved,cryptic
[73] cryptic,epitope
[64] #receptorbindingdomains,#sarscov2
[64] #sarscov2,sars
[64] cov,highly
[61] mmw_lmw,#receptorbindingdomains
[61] bats,host
[61] host,numerous

Top Word Pairs in Tweet in G7:
[122] sars,cov
[42] healthcare,worker
[42] worker,findings
[42] findings,article
[42] article,outright
[42] outright,nightmare
[42] nightmare,study
[42] study,surgical
[42] surgical,cotton
[42] cotton,mask

Top Word Pairs in Tweet in G8:
[77] sars,cov
[13] covid,19
[7] saldırgan,tip
[7] tip,sars
[6] 2003,sars
[6] cov,infections
[6] infections,8098
[6] 8098,deaths
[6] deaths,774
[6] 774,17

Top Word Pairs in Tweet in G9:
[89] sars,cov
[27] receptor,binding
[21] paper,nature
[21] nature,determined
[21] determined,crystal
[21] crystal,structure
[21] structure,sars
[21] cov,spike
[21] spike,receptor
[21] binding,domain

Top Word Pairs in Tweet in G10:
[36] sars,cov
[12] covid,19
[9] cov,illnesses
[9] illnesses,covid
[7] cov,infection
[6] education4libs,stuartlea6
[6] stuartlea6,2004
[6] 2004,study
[6] study,recommends
[6] recommends,chloroquine

Top Replied-To
Top Replied-To in Entire Graph:
@climateaudit
@ddale8
@abdullahciftcib
@doctorkarl
@todonoticias
@pmarsupia
@peterkolchinsky
@realdonaldtrump
@nkanyezikubheka
@georgwebb

Top Replied-To in G2:
@traxcupcake
@rt395minerals
@keithamccluskey

Top Replied-To in G3:
@realdonaldtrump
@georgwebb
@lindseygrahamsc
@inevitable_et
@hkumed
@bige38116234
@stormisuponus
@dysphortunate
@rcq92130
@livepddave1

Top Replied-To in G4:
@neoconfederate1

Top Replied-To in G6:
@tham_lab
@juliab_fitness
@aaronmring

Top Replied-To in G7:
@philomath4peace
@kevinpurcell
@gorjeda
@trvrb
@rolandbakeriii
@afneil
@sciencemagazine
@byrondelabarre1
@tflush
@ja_report

Top Replied-To in G8:
@dtal1928
@fatihportakal
@noahpinion
@ct_bergstrom
@mertdeniz359
@cambridgewg
@drkynast
@lindiwedube
@mehmetyilmaz_04
@abdulrhman555

Top Replied-To in G9:
@yervand48009866
@erictopol
@globalvirome
@twittersupport
@icmrdelhi
@_atanas_
@fitmisskitty
@takethatdoctors
@levensonedward
@samparkersenate

Top Replied-To in G10:
@raven4212
@eyrenmuses
@romascoanthony
@passion_comp3
@education4libs
@lysolmehead2toe
@adambaldwin
@mackthecoach
@thedbleo
@breaking911

Top Mentioned
Top Mentioned in Entire Graph:
@michaelcoudrey
@larryschweikart
@virusesimmunity
@larazon_es
@drafiqs
@mbirpinar
@mmw_lmw
@aaronmring
@webcheckwriter
@__ice9

Top Mentioned in G1:
@noticiasdealava

Top Mentioned in G2:
@michaelcoudrey
@pndmcsrvvrsusa
@rt395minerals
@christi49527439
@scottev81957660
@ren_9
@cybersecrobert
@iramoishe

Top Mentioned in G3:
@georgwebb
@youtube
@potus
@larryboorstein
@realdonaldtrump
@housatonicits
@aranganathan72
@0326marine
@qanon_report
@stormisuponus

Top Mentioned in G4:
@larryschweikart
@kevinthorner
@michaelcoudrey
@illych_vladimir
@taskmienster
@strayhorsedad
@melisa55551
@gatorstock44
@glamelegance
@acosta

Top Mentioned in G5:
@virusesimmunity

Top Mentioned in G6:
@aaronmring
@mmw_lmw
@sc
@devoevomed
@holabhiv
@lferreiramoita
@mitomedicine
@drmpblakeley
@scrippsresearch
@biorxiv_micrbio

Top Mentioned in G7:
@skathire
@gorjeda
@bnodesk
@watertankkitty
@scrippsresearch
@minouye271
@rolandbakeriii
@usatoday
@nextstrain
@trvrb

Top Mentioned in G8:
@who
@thelancet
@cdcgov
@cleopatravadams
@ncdcgov
@mugecevik
@patelvistalks
@alquaiz
@drtedros
@whonigeria

Top Mentioned in G9:
@nature
@erictopol
@cardiacconsult
@88549439
@denutrients
@_inpst
@erlesen
@marcoalbuja
@sminaev2015
@holistic_hlth

Top Mentioned in G10:
@mother_american
@stuartlea6
@repgalonski
@education4libs
@glennfolse16
@ladyoffe
@bobcat8403
@chlanandria
@johnben30549105
@rpool

Top Tweeters
Top Tweeters in Entire Graph:
@detikcom
@odio_nao
@andreatoolbox
@matiere
@lafm
@revolution_fr
@housecracka
@threadreaderapp
@pairsonnalitese
@ladivinadiva

Top Tweeters in G1:
@andreatoolbox
@matiere
@pairsonnalitese
@picca009
@24hrtvmazi
@adnanserpen
@260873krzysztof
@ptvph
@seqcomplete
@michele_miss

Top Tweeters in G2:
@lucysullivan888
@sustain05
@turntablekittah
@kheatherbrown
@libertylady44
@dfal182
@az_valentine
@gupdiver
@veldamcconnell2
@margare04323327

Top Tweeters in G3:
@housecracka
@jimdwrench
@doodisgirl
@winetast3r
@susan_z_kat
@occupyschagen
@teemlisa
@753112jma
@annableigh
@stevenrcorey1

Top Tweeters in G4:
@davealvord164
@starcoreone02
@rentonmagauk
@icare4america16
@mscontrariansci
@60sreno
@mtrushmore2016
@adudefromnowere
@sunnyjl52
@cccp3o

Top Tweeters in G5:
@revolution_fr
@michelle9647
@sharon_lynch
@dropoutnation
@blumes15
@doritmi
@rubytea53
@usagiko
@lauraapollo
@ursalette

Top Tweeters in G6:
@stbluvoter
@starchyarchie
@rnomics
@tamraraven
@gdorn1
@herna_santigo
@bennkeezy
@itsme_leclerc
@dccc_phd
@stormpetrel

Top Tweeters in G7:
@willseattle
@dr_otorongo
@serwyl
@usatoday
@gizlaine2
@drkassandrapari
@riskographer2
@pririn_
@bluangel54
@rossana_enciso

Top Tweeters in G8:
@noahpinion
@jamewils
@drkynast
@edyong209
@patronlar
@nighealthwatch
@tuckergoodrich
@webtekno
@un
@imprisontrump45

Top Tweeters in G9:
@princessbibirf_
@lyndae222
@vicentelozadab
@benefitvburden
@cathcoste
@jcinok
@sminaev2015
@katelovesneuro
@grawoig
@newslinksnet

Top Tweeters in G10:
@bbusa617
@nightingalern
@luke4tech
@secretstranger9
@ladyoffe
@chlanandria
@ritapanahi
@jvatalaro
@aqualyra
@frankdelia7


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