SARS-NCOV, Twitter, 12/4/2020 5:37:10 AM, 242642


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SARS-NCOV_2020-12-03_04-17-01.xlsx
SARS-NCOV_2020-12-03_04-17-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 04, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3qpmqMt
@cdcgov
@hcolombo1958
@sanidadgob
@jamestodaromd
@reutsmichael1
@mc_minguillon
@realdonaldtrump
@joebiden
@onealiciabaird
@ancalagon_black

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#wearamask
#covid

Description:
Description
The graph represents a network of 6,545 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 Thursday, 03 December 2020 at 12:22 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 56-minute period from Thursday, 19 November 2020 at 01:02 UTC to Thursday, 03 December 2020 at 00:59 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 : 6545
Unique Edges : 4990
Edges With Duplicates : 5479
Total Edges : 10469
Number of Edge Types : 5
Tweet : 423
Retweet : 2254
MentionsInRetweet : 3548
Replies to : 1293
Mentions : 2951
Self-Loops : 439
Reciprocated Vertex Pair Ratio : 0.00389321468298109
Reciprocated Edge Ratio : 0.00775623268698061
Connected Components : 847
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 3200
Maximum Edges in a Connected Component : 6730
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.984837
Graph Density : 0.000168571540641151
Modularity : 0.667335
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,545 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 Thursday, 03 December 2020 at 12:22 UTC.

The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 56-minute period from Thursday, 19 November 2020 at 01:02 UTC to Thursday, 03 December 2020 at 00:59 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:
[1301] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[103] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[67] https://nextstrain.org/ncov
[39] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[26] 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=
[25] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[16] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[16] https://www.mscbs.gob.es/en/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[16] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests.html#:~:text=Antibody%20test%20results%20should%20not,with%20an%20active%20infectio

Top URLs in Tweet in G1:
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[3] https://www.mscbs.gob.es/en/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Nota_sobre_el_uso_de_UV-C.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/spth.htm
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://pubmed.ncbi.nlm.nih.gov/32702298/

Top URLs in Tweet in G2:
[108] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-air-travel.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[2] https://espanol.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[2] https://www.ispor.org/publications/journals/value-outcomes-spotlight/vos-archives/issue/view/november-2020-supplement-spotlight-on-europe/featured-video-voices-from-the-conference-value-of-innovation-scientific-evidence-of-covid-19?utm_medium=spotlight+on+ispor+europe&utm_source=vos+suppl&utm_campaign=spotlight+on+ispor+europe&utm_content=voice+from+the+conference:+voi+and+real-world+evidence&utm_term=spotlight+on+ispor+europe&_zs=l01fb&_zl=LlrK2
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
[1] https://twitter.com/FoxNews/status/1331325672648810496
[1] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/hiv.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/if-you-are-sick/quarantine.html

Top URLs in Tweet in G3:
[5] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-020-01009-0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2820%2930201-7%2Ffulltext&rc=0
[1] https://www.forbes.com/sites/leahrosenbaum/2020/11/18/lead-researcher-behind-controversial-danish-study-says-you-should-still-wear-a-mask/?sh=4395c14c39e7

Top URLs in Tweet in G4:
[80] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[26] 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=
[9] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[5] 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
[4] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.html
[4] https://www.mscbs.gob.es/en/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[3] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[2] of

Top URLs in Tweet in G5:
[50] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[3] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?fbclid=IwAR28PppCa6x2uxwO8Z2baHM0KHS4JXx0inzzMQs3zRHV1qql_0a8mxZfpCw
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://www.healthaffairs.org/doi/10.1377/hlthaff.2020.00818?cookieSet=1
[1] https://www.umms.org/coronavirus/what-to-know/masks/wearing-mask#:~:text=Cloth%20face%20masks%20are%20effective,to%20reach%20other%20people
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242083
[1] https://hartfordhealthcare.org/about-us/news-press/news-detail?articleid=27691&publicId=395
[1] https://www.washingtonpost.com/health/2020/11/20/mask-danish-study/

Top URLs in Tweet in G6:
[11] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[6] https://examine.com/topics/coronavirus-masks/research/#citations
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-recommendations.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20transmission%20is%20infection%20spread,and%20time%20(typically%20hours)
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Circumstances%20under%20which%20airborne%20transmission,person%20had%20left%20the%20space
[1] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/ppcovidwho-1428?fbclid=IwAR0Sbaas4lyWpPn-zh0K0i4xOHsXiepYqMA12geHMRa85YPBccf89OQu34Y#
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/ITCoronavirus.pdfel

Top URLs in Tweet in G7:
[38] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[1] https://www.idsociety.org/covid-19-real-time-learning-network/infection-prevention/masks-and-face-coverings-for-the-public/
[1] https://www.unitypoint.org/article.aspx?id=aa6ca469-4ba9-4faa-81ee-6b6aff8acc36
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?utm_source=Global+Health+NOW+Main+List&utm_campaign=855a937ab9-EMAIL_CAMPAIGN_2020_11_10_02_49&utm_medium=email&utm_term=0_8d0d062dbd-855a937ab9-889579

Top URLs in Tweet in G8:
[37] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[4] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=%E2%80%A2%20Larger%20droplets%20some%20of,source%20on%20air%20currents
[2] https://www.pnas.org/content/117/30/17513.long
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036342/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045880/
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://pnas.org/content/117/13/7001
[1] https://www.sciencedirect.com/science/article/pii/S1201971220303428

Top URLs in Tweet in G9:
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://shawneemissionpost.com/2020/10/25/ku-study-concludes-county-mask-mandates-in-kansas-have-stalled-major-rise-in-covid-19-104860/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://hartfordhealthcare.org/about-us/news-press/news-detail?articleid=27691&publicId=395
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[1] https://nextstrain.org/ncov/global?l=radial
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-0695-z

Top URLs in Tweet in G10:
[29] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[16] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests.html#:~:text=Antibody%20test%20results%20should%20not,with%20an%20active%20infectio
[10] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests.html#:~:text=Key%20points%3A%20%2D%20In,3%20weeks%20after%20infection
[4] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/purpose-methods.html
[1] https://ratioscientiae.weebly.com/ratio-scientiae-blog/face-masks-and-covid-19-scientists-must-uphold-the-facts
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://www.npr.org/sections/health-shots/2020/11/23/937173060/mask-mandates-work-to-slow-spread-of-coronavirus-kansas-study-finds
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?fbclid=IwAR2segOTye5Dj-w0i4vKZBqlVA4dSHHENOcA9Ak3bHCGAf3FOOJgSbV46N8
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1603] cdc.gov
[91] nextstrain.org
[52] scholarsportal.info
[46] publichealthontario.ca
[40] gob.es
[39] twitter.com
[33] nih.gov
[33] nature.com
[26] ucsf.edu
[17] mayoclinic.org

Top Domains in Tweet in G1:
[10] gob.es
[1] cdc.gov
[1] nih.gov

Top Domains in Tweet in G2:
[136] cdc.gov
[3] twitter.com
[2] ispor.org
[1] rockefellerfoundation.org
[1] bit.ly
[1] t.co
[1] ufl.edu
[1] cnn.com

Top Domains in Tweet in G3:
[5] cdc.gov
[2] nature.com
[1] elsevierhealth.com
[1] forbes.com

Top Domains in Tweet in G4:
[110] cdc.gov
[52] scholarsportal.info
[17] twitter.com
[6] gob.es
[5] elsevierhealth.com
[4] nextstrain.org
[4] who.int
[4] publichealthontario.ca
[4] nih.gov
[3] researchsquare.com

Top Domains in Tweet in G5:
[55] cdc.gov
[4] nature.com
[3] ucsf.edu
[2] umms.org
[2] healthaffairs.org
[1] nodexlgraphgallery.org
[1] hartfordhealthcare.org
[1] washingtonpost.com
[1] mdpi.com
[1] medicalxpress.com

Top Domains in Tweet in G6:
[22] cdc.gov
[6] examine.com
[2] gob.es
[2] who.int
[1] bvsalud.org
[1] jamanetwork.com
[1] ucsf.edu
[1] nature.com
[1] serotracker.com

Top Domains in Tweet in G7:
[40] cdc.gov
[1] ucsf.edu
[1] idsociety.org
[1] unitypoint.org

Top Domains in Tweet in G8:
[48] cdc.gov
[4] publichealthontario.ca
[3] pnas.org
[2] nih.gov
[2] sciencedirect.com
[1] ucdavis.edu
[1] nature.com
[1] twitter.com
[1] ucsf.edu
[1] elsevierhealth.com

Top Domains in Tweet in G9:
[4] cdc.gov
[2] nature.com
[1] shawneemissionpost.com
[1] hartfordhealthcare.org
[1] elsevierhealth.com
[1] nextstrain.org

Top Domains in Tweet in G10:
[62] cdc.gov
[1] weebly.com
[1] nature.com
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[708] covid19
[104] sarscov2
[66] opendata
[20] coronavirus
[19] wearamask
[19] covid
[19] coronavirusupdates
[17] sars_cov_2
[13] covid_19
[11] rtalb



Top Hashtags in Tweet in G1:
[5] aerosoles
[4] covid19
[2] recomendaciones
[1] desinfeccion
[1] sars_cov_2
[1] prevención

Top Hashtags in Tweet in G2:
[531] covid19
[11] wearamask
[4] thanksgiving
[3] asymptomatic
[2] wearamasksavealife
[2] aerosol
[2] facemasks
[2] sarscov2
[2] covid19dk
[2] dkforsk

Top Hashtags in Tweet in G4:
[43] covid19
[31] sarscov2
[8] rtalb
[6] coronavirus
[6] covid
[4] sars_cov_2
[4] sars
[3] covid19papers
[2] masks
[2] ncov

Top Hashtags in Tweet in G5:
[2] wearamask
[1] wearadamnmask
[1] covid19
[1] sarscov2
[1] masks
[1] coronavirus
[1] opendata
[1] maskup
[1] covid_19
[1] covid

Top Hashtags in Tweet in G6:
[2] serotracker
[1] covidisairborne
[1] sars

Top Hashtags in Tweet in G7:
[1] nottoomuchtomask
[1] covid19
[1] bullshitandspin
[1] trumpisanationaldisgrace

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G10:
[19] covid19
[19] coronavirusupdates
[1] facemask
[1] maskdontwork
[1] maskssavelives

Top Words
Top Words in Tweet in Entire Graph:
[1320] sars
[1276] masks
[1188] cov
[708] #covid19
[704] aerosoles
[690] transmite
[674] cdcgov
[673] sanidadgob
[671] ministerio
[671] sanidad

Top Words in Tweet in G1:
[675] sars
[675] cov
[665] aerosoles
[665] sanidadgob
[661] ministerio
[661] sanidad
[654] transmite
[654] publica
[654] hoy
[654] implica

Top Words in Tweet in G2:
[638] cdcgov
[552] masks
[531] #covid19
[515] people
[324] spread
[273] important
[263] asymptomatic
[259] infections
[258] transmit
[257] 60

Top Words in Tweet in G3:
[311] journal
[310] medical
[310] masks
[309] jamestodaromd
[309] large
[309] randomized
[309] controlled
[309] trial
[309] published
[309] top

Top Words in Tweet in G4:
[132] sars
[123] cov
[119] covid
[106] 19
[76] ncov
[53] articles
[52] scholars
[52] portal
[51] 2019
[44] cdc

Top Words in Tweet in G5:
[47] joebiden
[21] cdc
[20] masks
[16] studies
[13] mask
[8] kamalaharris
[8] scientific
[7] source
[7] cloth
[6] updated

Top Words in Tweet in G6:
[19] cdc
[15] jljcolorado
[14] masks
[12] linseymarr
[11] sars
[11] more
[10] cov
[10] 50
[10] people
[9] googlenews

Top Words in Tweet in G7:
[25] realdonaldtrump
[19] masks
[14] cdc
[10] protect
[7] studies
[7] mask
[7] wearer
[7] others
[6] newsmax
[6] work

Top Words in Tweet in G8:
[17] cdc
[17] masks
[12] spread
[10] mask
[10] fatemperor
[8] sars
[7] scientific
[7] covid
[7] jordanschachtel
[7] carlheneghan

Top Words in Tweet in G9:
[3] paulvcooper1
[3] risettemd
[3] geoffschuler
[3] bobby_network
[3] ianfmusgrave
[3] frankdelia7
[3] shared_facts
[3] mcfunny
[3] sars
[2] crabb_vicki

Top Words in Tweet in G10:
[80] infected
[61] mean
[41] antibody
[33] sars
[33] cov
[32] positive
[32] test
[31] covid
[31] 19
[31] general

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1170] sars,cov
[669] ministerio,sanidad
[660] cov,transmite
[659] transmite,aerosoles
[659] sanidad,sanidadgob
[658] aerosoles,publica
[658] publica,ministerio
[658] sanidadgob,hoy
[658] hoy,implica
[657] mc_minguillon,sars

Top Word Pairs in Tweet in G1:
[675] sars,cov
[661] ministerio,sanidad
[655] sanidad,sanidadgob
[654] cov,transmite
[654] transmite,aerosoles
[654] aerosoles,publica
[654] publica,ministerio
[654] sanidadgob,hoy
[654] hoy,implica
[653] mc_minguillon,sars

Top Word Pairs in Tweet in G2:
[259] infections,spread
[256] cdcgov,nearly
[256] nearly,60
[256] 60,#covid19
[256] #covid19,infections
[256] spread,asymptomatic
[255] people,24
[255] 24,transmit
[254] important,info
[254] info,cdcgov

Top Word Pairs in Tweet in G3:
[310] medical,journal
[309] large,randomized
[309] randomized,controlled
[309] controlled,trial
[309] trial,published
[309] published,top
[309] top,medical
[309] journal,showing
[309] showing,masks
[308] jamestodaromd,large

Top Word Pairs in Tweet in G4:
[116] sars,cov
[86] covid,19
[52] scholars,portal
[37] 2019,ncov
[27] #covid19,#sarscov2
[26] articles,covid
[26] portal,périodiques
[26] 19,scholars
[26] portal,journals
[24] 2020,11

Top Word Pairs in Tweet in G5:
[6] cloth,masks
[6] scientific,brief
[5] estados,unidos
[5] unidos,cdc
[5] cdc,aceptan
[5] aceptan,finalmente
[5] finalmente,usar
[5] usar,cubrebocas
[5] cubrebocas,protege
[5] protege,demás

Top Word Pairs in Tweet in G6:
[9] sars,cov
[9] jljcolorado,googlenews
[9] googlenews,asymptomatic
[9] asymptomatic,presymptomatic
[9] presymptomatic,people
[9] people,feel
[9] feel,well
[9] well,estimated
[9] estimated,account
[9] account,more

Top Word Pairs in Tweet in G7:
[7] masks,protect
[4] jeffreyguterman,realdonaldtrump
[4] realdonaldtrump,gregkellyusa
[4] gregkellyusa,newsmax
[4] need,reminder
[4] reminder,wear
[4] wear,mask
[4] mask,recently
[4] recently,cdc
[4] cdc,noted

Top Word Pairs in Tweet in G8:
[5] cdc,scientific
[5] scientific,brief
[5] brief,masks
[5] sars,cov
[4] grumpyolddoc,cdc
[4] carlheneghan,spectator
[3] covid,19
[3] aerosol,spread
[3] wear,masks
[3] cycle,threshold

Top Word Pairs in Tweet in G9:
[2] jameselijahmill,skepticalmutant
[2] just4thecause,tinfoilawards
[2] tinfoilawards,paulvcooper1
[2] paulvcooper1,shallit43
[2] shallit43,lg28640297
[2] lg28640297,risettemd
[2] jkellyca,geoffschuler
[2] krebiozen,bobby_network
[2] bobby_network,provaxtexan
[2] andrewlazarus4,lesleystock5

Top Word Pairs in Tweet in G10:
[33] sars,cov
[31] covid,19
[31] general,positive
[31] positive,antibody
[31] antibody,test
[31] test,presumed
[31] presumed,mean
[31] mean,person
[31] person,infected
[30] infected,sars

Top Replied-To
Top Replied-To in Entire Graph:
@drericding
@clarkemicah
@loriscintillaa
@alexberenson
@realdonaldtrump
@kstaxeconomist
@gfrarebooks
@blake8barnett
@mindy47245934
@james_steiner_v

Top Replied-To in G1:
@oyanes_to

Top Replied-To in G2:
@kstaxeconomist
@cblocs
@tootiefruitgum
@_hermeneuta_
@cdcemergency
@susannanissinen
@mchdpio
@firemdc780

Top Replied-To in G3:
@thenotoriousj0e
@pierrepdeflecto
@soulofhoney
@howardsteen4

Top Replied-To in G5:
@hornedpoet
@_redbloodrose
@21wire
@markhigbee
@jeffreyodonne19
@forestmommy
@tracy505
@dmm1966
@andreamcdonoug9
@pinhead1210

Top Replied-To in G6:
@critica16626668
@universalmaski2
@prasadkasibhat1
@damaten_te
@dansllens1978
@evciara
@euronews
@cdcgov
@iamgoingtosleep
@targytarg88

Top Replied-To in G7:
@mindy47245934
@realdonaldtrump
@barking_digits
@tonygig
@kimstrassel
@real_mrfb
@sootyaba2015
@anon__doc
@firetigerleo
@truckertourist

Top Replied-To in G8:
@cmoh_alberta
@snorman1776
@20elephantman20
@ecfcjakey
@lewiswdc
@ctvmarkvillani
@peterre76976220
@pupjo3
@danprimack
@chrisandre6

Top Replied-To in G9:
@ivaningrad
@jameselijahmill
@octojofo
@kclownworld123
@wendyorent
@mcfunny
@1bjdj

Top Replied-To in G10:
@drericding
@mitchellreports
@henryten
@cnbc
@lifeextension
@karaqbell1
@mikehoncho1127
@dpollock556
@amditisamy
@esceire

Top Mentioned
Top Mentioned in Entire Graph:
@sanidadgob
@cdcgov
@mc_minguillon
@jamestodaromd
@drleanawen
@gisaid
@nextstrain
@joebiden
@nat_anest
@docjeffd

Top Mentioned in G1:
@sanidadgob
@mc_minguillon
@mariagallegobl
@gvainvassat
@1000genes
@sefh_
@embespaustria
@cdcgov
@jljcolorado

Top Mentioned in G2:
@cdcgov
@drleanawen
@abraarkaran
@cdcdirector
@aspphysician
@drjeannem
@cperezd
@chauvinfrm
@bijans
@chudgr

Top Mentioned in G3:
@jamestodaromd
@kellr2010
@crastalk
@phil_rack
@jillyidris
@randyhillier
@nolockdowns1
@joes619

Top Mentioned in G4:
@beakira

Top Mentioned in G5:
@joebiden
@kamalaharris
@doctormacias
@styx666official
@markhigbee
@max_neohex
@cdcgov
@indiefilmadvice
@lifeofbrian805
@oaktowncogpsy

Top Mentioned in G6:
@jljcolorado
@linseymarr
@googlenews
@arttzaddikim
@akm5376
@iamgoingtosleep
@who
@universalmaski2
@danaparish
@drkatrin_rabiei

Top Mentioned in G7:
@realdonaldtrump
@cdc
@newsmax
@jeffreyguterman
@gregkellyusa
@anthonysabatini
@workinprog78
@dancrenshawtx
@kayleighmcenany
@mchenrycountyil

Top Mentioned in G8:
@fatemperor
@jordanschachtel
@carlheneghan
@spectator
@michaelyeadon3
@grumpyolddoc
@jeffreyatucker
@proftimnoakes
@lukejohnsonrcp
@kerpen

Top Mentioned in G9:
@paulvcooper1
@risettemd
@geoffschuler
@bobby_network
@ianfmusgrave
@frankdelia7
@shared_facts
@crabb_vicki
@mstrixter
@emartinez78987

Top Mentioned in G10:
@govrondesantis
@washingtonpost
@laurie_garrett
@cdcgov
@esceire
@drericding
@ddale8
@robbinsimmons7
@adriannahopkins
@consueloburrito

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@paoloigna1
@tinamarie_80s
@lopezgovlaw
@chug_soylent
@rjber15
@gerwaldisaac
@sainsburys
@citrus_kyoto
@thehill

Top Tweeters in G1:
@alejandrosig
@nachodeferrol
@laporres
@jorgepfdez
@marvinharris76
@andresrguez
@jlmmin37
@mixpelirroja
@justarcangel
@logiladrian

Top Tweeters in G2:
@rjber15
@gerwaldisaac
@katcapps
@loyalfan1
@wadakashiho
@markplackett1
@whirledcitizen_
@edgeoforever
@arcticfox_am_i
@carrybeyond

Top Tweeters in G3:
@troubleddays
@freedomconnect_
@realmrsgrits
@thalmearcreq
@equateall
@branemark1
@born_summer62
@paravola
@boenasvoabo
@dorothy1961

Top Tweeters in G4:
@pfanderson
@_weightloss284
@kokikokiya
@pririn_
@flurry
@kjellhaglund
@mamechance1
@lgcommai
@puppys4yyst
@_belle_curve_

Top Tweeters in G5:
@markhigbee
@coronaupdatebot
@paulpaul49
@alykhansatchu
@phpress
@aspiesmom
@digiphile
@jccharc
@sabuli_2007
@apok842

Top Tweeters in G6:
@sabcnews
@redboybroken
@laurahennesse11
@enca
@bprophetable
@globalnews
@ctvnews
@treesb59abv
@jumppa
@kenn_ffci

Top Tweeters in G7:
@bfraser747
@djtmentionsbot
@jeffreyguterman
@tomcoates
@newsmax
@meliscattish
@scottpresler
@plasticdoe
@tci_news
@pammiencolorado

Top Tweeters in G8:
@ctvcalgary
@rangeeni
@mackayim
@essexpr
@kerpen
@charlotte3003g
@grumpyolddoc
@zubymusic
@spectator
@proftimnoakes

Top Tweeters in G9:
@doritmi
@_mamadeb
@beckyjohnson222
@monstercoyliar
@just4thecause
@frankdelia7
@mcfunny
@wendyorent
@charitable_fury
@carlsmythe

Top Tweeters in G10:
@shelbylanemd
@cnbc
@washingtonpost
@nypost
@wsj
@washtimes
@miamiherald
@lifeextension
@fox35orlando
@wftv


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