SARS-NCOV, Twitter, 11/30/2020 10:25:35 PM, 242449


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SARS-NCOV_2020-11-28_04-21-49.xlsx
SARS-NCOV_2020-11-28_04-21-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3o9NSMj
@cdcgov
@jamestodaromd
@reutsmichael1
@hcolombo1958
@sanidadgob
@joebiden
@mc_minguillon
@realdonaldtrump
@nextstrain
@revmikemenkes

Top hashtags:
#covid19
#sarscov2
#opendata
#wearamask
#sars_cov_2
#covid
#masks
#covid_19

Description:
Description
The graph represents a network of 9,144 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 Saturday, 28 November 2020 at 12:28 UTC.

The requested start date was Saturday, 28 November 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, 51-minute period from Saturday, 14 November 2020 at 01:05 UTC to Saturday, 28 November 2020 at 00:56 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 : 9144
Unique Edges : 6677
Edges With Duplicates : 8233
Total Edges : 14910
Number of Edge Types : 5
Replies to : 1867
Mentions : 4187
Tweet : 521
Retweet : 3406
MentionsInRetweet : 4929
Self-Loops : 543
Reciprocated Vertex Pair Ratio : 0.0035845862790003
Reciprocated Edge Ratio : 0.00714356582994345
Connected Components : 1067
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 5261
Maximum Edges in a Connected Component : 10756
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.923938
Graph Density : 0.000120557021042828
Modularity : 0.660571
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,144 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 Saturday, 28 November 2020 at 12:28 UTC.

The requested start date was Saturday, 28 November 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, 51-minute period from Saturday, 14 November 2020 at 01:05 UTC to Saturday, 28 November 2020 at 00:56 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:
[1926] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[154] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[77] https://nextstrain.org/ncov
[39] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[33] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests.html#:~:text=Antibody%20test%20results%20should%20not,with%20an%20active%20infectio
[26] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[24] 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=
[23] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[23] 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.fda.gov/media/134922/download

Top URLs in Tweet in G1:
[9] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[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 G2:
[126] 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
[6] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-air-travel.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
[2] http://cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] of
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364
[1] https://www.cdc.gov/mmwr/volumes/69/wr/mm6947e2.htm
[1] https://twitter.com/ann_bowman/status/1331967903810379780

Top URLs in Tweet in G3:
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] 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.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-how-is-it-transmitted
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jamainternalmedicine/fullarticle/2770172
[1] https://pubmed.ncbi.nlm.nih.gov/32702298/
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/ITCoronavirus.pdf

Top URLs in Tweet in G4:
[76] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[33] 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
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[3] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[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://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 G5:
[119] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[24] 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=
[12] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.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.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[4] https://www.mscbs.gob.es/en/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Aerosoles.pdf
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364&ACSTrackingLabel=COCA%20Now%3A%20Scientific%20Brief%3A%20Community%20Use%20of%20Cloth%20Masks%20to%20Control%20Spread%20of%20SARS-CoV-2%20&deliveryName=USCDC_1052-DM42364
[2] https://www.instagram.com/accounts/login/
[2] https://twitter.com/tedcruz/status/1328547744584183809

Top URLs in Tweet in G6:
[61] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[17] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[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
[1] https://twitter.com/MaxCRoser/status/1326548155849035777
[1] https://www.johnsnowmemo.com/
[1] https://twitter.com/sonnsvall/status/1327274570542436362
[1] https://coronavirus.jhu.edu/data/mortality
[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

Top URLs in Tweet in G7:
[18] 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
[1] https://twitter.com/FoxNews/status/1331325672648810496
[1] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/ppcovidwho-1428?fbclid=IwAR0Sbaas4lyWpPn-zh0K0i4xOHsXiepYqMA12geHMRa85YPBccf89OQu34Y#
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242083
[1] https://www.rich.co.ke/srch/results.php?o3=MjA%3D&str=SPIKE
[1] https://usrtk.org/biohazards-blog/ecohealth-alliance-orchestrated-key-scientists-statement-on-natural-origin-of-sars-cov-2/
[1] https://serotracker.com/Explore
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov/solidarity-2-global-serologic-study-for-covid-19
[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

Top URLs in Tweet in G8:
[48] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/downloads/science-of-masking-full.pdf
[1] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public/when-and-how-to-use-masks

Top URLs in Tweet in G9:
[51] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.fundacionfemeba.org.ar/blog/farmacologia-7/post/seguridad-e-inmunogenicidad-de-la-vacuna-chadox1-ncov-19-contra-el-sars-cov-2-informe-preliminar-48134#:~:text=La%20ChAdOx1%20nCoV%2D19%20muestra,despu%C3%A9s%20de%20una%20segunda%20dosis
[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

Top URLs in Tweet in G10:
[77] https://nextstrain.org/ncov
[16] 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://nextstrain.org/ncov/south-america
[3] https://nextstrain.org/ncov/asia
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://www.ssa.gov/oact/STATS/table4c6.html
[1] https://nextstrain.org/ncov/oceania
[1] https://nextstrain.org/ncov/europe
[1] https://nextstrain.org/ncov/africa

Top Domains
Top Domains in Tweet in Entire Graph:
[2329] cdc.gov
[105] nextstrain.org
[56] twitter.com
[48] scholarsportal.info
[45] publichealthontario.ca
[40] nature.com
[40] gob.es
[36] nih.gov
[28] ucsf.edu
[24] mayoclinic.org

Top Domains in Tweet in G1:
[11] cdc.gov
[1] forbes.com

Top Domains in Tweet in G2:
[157] cdc.gov
[4] twitter.com
[2] ispor.org
[1] t.co
[1] ufl.edu
[1] cnn.com
[1] mayoclinic.org
[1] ucsf.edu
[1] nejm.org
[1] healthaffairs.org

Top Domains in Tweet in G3:
[10] gob.es
[9] cdc.gov
[1] who.int
[1] jamanetwork.com
[1] nih.gov

Top Domains in Tweet in G4:
[128] cdc.gov
[5] nature.com
[3] ucsf.edu
[2] healthaffairs.org
[1] hartfordhealthcare.org
[1] washingtonpost.com
[1] mdpi.com
[1] medicalxpress.com
[1] fast.ai
[1] mayoclinic.org

Top Domains in Tweet in G5:
[156] cdc.gov
[48] scholarsportal.info
[23] twitter.com
[6] gob.es
[5] elsevierhealth.com
[4] nature.com
[4] publichealthontario.ca
[4] go.jp
[4] abeomics.com
[3] instagram.com

Top Domains in Tweet in G6:
[81] cdc.gov
[2] twitter.com
[2] nih.gov
[1] johnsnowmemo.com
[1] jhu.edu
[1] pnas.org
[1] sciencedirect.com

Top Domains in Tweet in G7:
[25] cdc.gov
[1] twitter.com
[1] bvsalud.org
[1] nodexlgraphgallery.org
[1] co.ke
[1] usrtk.org
[1] serotracker.com
[1] who.int
[1] nature.com
[1] ucsf.edu

Top Domains in Tweet in G8:
[50] cdc.gov
[1] ucsf.edu
[1] mayoclinic.org
[1] who.int

Top Domains in Tweet in G9:
[51] cdc.gov
[1] org.ar
[1] elsevierhealth.com

Top Domains in Tweet in G10:
[89] nextstrain.org
[23] cdc.gov
[4] gencat.cat
[1] ssa.gov
[1] twitter.com
[1] gob.es
[1] sciencedirect.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[753] covid19
[111] sarscov2
[78] opendata
[28] wearamask
[27] sars_cov_2
[27] covid
[26] masks
[22] covid_19
[20] coronavirus
[19] coronavirusupdates



Top Hashtags in Tweet in G2:
[510] covid19
[9] mask
[9] masks
[6] science
[2] aerosol
[2] facemasks
[2] sarscov2
[2] covid19dk
[2] dkforsk
[2] wearamask

Top Hashtags in Tweet in G3:
[5] aerosoles
[4] covid19
[2] recomendaciones
[1] desinfeccion
[1] sars_cov_2
[1] prevención

Top Hashtags in Tweet in G4:
[2] covid19
[1] bullshitandspin
[1] trumpisanationaldisgrace
[1] wearamask
[1] maskup
[1] sandiego
[1] california
[1] unitedstates
[1] covid

Top Hashtags in Tweet in G5:
[40] covid19
[27] sarscov2
[9] coronavirus
[9] rtalb
[8] covid
[6] wearamask
[5] masks
[5] covid_19
[5] sars
[5] sars_cov_2

Top Hashtags in Tweet in G6:
[9] munskydd
[1] msds
[1] covid19
[1] bytstrateginu

Top Hashtags in Tweet in G7:
[33] covid19
[8] wearamask
[2] serotracker
[1] covidisairborne
[1] sarscov2
[1] masks
[1] coronavirus
[1] opendata
[1] maskup
[1] covid_19

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G9:
[1] covid19
[1] wearamask
[1] science

Top Hashtags in Tweet in G10:
[81] covid19
[77] opendata
[77] sarscov2
[13] sars_cov_2
[4] canalsalut
[4] siscat
[2] coronavirus
[1] triasalut
[1] mutações

Top Words
Top Words in Tweet in Entire Graph:
[2269] masks
[1416] sars
[1258] cov
[1016] cdc
[878] showing
[876] medical
[869] trial
[865] published
[861] large
[858] controlled

Top Words in Tweet in G1:
[832] masks
[831] large
[831] randomized
[831] controlled
[831] trial
[831] published
[831] top
[831] medical
[831] journal
[831] showing

Top Words in Tweet in G2:
[662] cdcgov
[529] masks
[510] #covid19
[496] people
[320] spread
[272] important
[260] transmit
[259] asymptomatic
[255] infections
[255] 24

Top Words in Tweet in G3:
[659] sars
[659] cov
[654] sanidadgob
[647] aerosoles
[643] ministerio
[643] sanidad
[641] transmite
[641] publica
[641] hoy
[641] implica

Top Words in Tweet in G4:
[96] mean
[96] infected
[59] antibody
[54] virus
[50] covid
[50] sars
[49] general
[49] positive
[49] test
[49] presumed

Top Words in Tweet in G5:
[129] sars
[122] cov
[109] covid
[102] 19
[71] ncov
[56] masks
[52] cdc
[50] articles
[48] scholars
[48] portal

Top Words in Tweet in G6:
[46] det
[36] att
[33] är
[32] covid
[31] 19
[31] sverige
[30] mot
[30] forskning
[30] annat
[29] hävdas

Top Words in Tweet in G7:
[71] masks
[35] people
[33] #covid19
[32] cdcdirector
[27] prevent
[25] help
[25] getting
[25] spreading
[25] effective
[25] widely

Top Words in Tweet in G8:
[26] govmikedewine
[20] cdc
[17] masks
[11] govtimwalz
[10] work
[7] govwhitmer
[6] govpritzker
[5] people
[5] spread
[5] data

Top Words in Tweet in G9:
[15] cdc
[14] masks
[11] thehill
[9] quintonlucaskc
[9] mask
[9] tomfitton
[7] studies
[6] reduce
[6] virus
[6] total

Top Words in Tweet in G10:
[88] thanks
[81] #covid19
[77] #opendata
[77] sharing
[77] gisaid
[77] we've
[77] updated
[77] #sarscov2
[77] sequences
[67] nextstrain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1229] sars,cov
[866] showing,masks
[856] controlled,trial
[852] randomized,controlled
[851] large,randomized
[851] trial,published
[851] published,top
[851] top,medical
[851] medical,journal
[851] journal,showing

Top Word Pairs in Tweet in G1:
[831] large,randomized
[831] randomized,controlled
[831] controlled,trial
[831] trial,published
[831] published,top
[831] top,medical
[831] medical,journal
[831] journal,showing
[831] showing,masks
[830] jamestodaromd,large

Top Word Pairs in Tweet in G2:
[255] infections,spread
[255] spread,asymptomatic
[254] people,24
[254] 24,transmit
[253] drleanawen,important
[253] important,info
[253] info,cdcgov
[253] cdcgov,nearly
[253] nearly,60
[253] 60,#covid19

Top Word Pairs in Tweet in G3:
[659] sars,cov
[643] ministerio,sanidad
[642] sanidad,sanidadgob
[641] cov,transmite
[641] transmite,aerosoles
[641] aerosoles,publica
[641] publica,ministerio
[641] sanidadgob,hoy
[641] hoy,implica
[640] mc_minguillon,sars

Top Word Pairs in Tweet in G4:
[49] general,positive
[49] positive,antibody
[49] antibody,test
[49] test,presumed
[49] presumed,mean
[49] mean,person
[49] sars,cov
[48] person,infected
[48] covid,19
[47] infected,sars

Top Word Pairs in Tweet in G5:
[113] sars,cov
[80] covid,19
[48] scholars,portal
[27] 2019,ncov
[26] #covid19,#sarscov2
[25] cloth,masks
[24] 2020,11
[24] articles,covid
[24] portal,périodiques
[24] 19,scholars

Top Word Pairs in Tweet in G6:
[31] covid,19
[29] sverige,hävdas
[29] hävdas,inget
[29] inget,stöd
[29] stöd,ansiktsmasker
[29] ansiktsmasker,erbjuder
[29] erbjuder,effektivt
[29] effektivt,skydd
[29] skydd,mot
[29] mot,covid

Top Word Pairs in Tweet in G7:
[25] masks,help
[25] help,prevent
[25] prevent,people
[25] people,getting
[25] getting,spreading
[25] spreading,#covid19
[25] #covid19,masks
[25] masks,effective
[25] effective,widely
[25] widely,used

Top Word Pairs in Tweet in G8:
[4] govmikedewine,cdc
[4] masks,work
[3] sars,cov
[3] infections,spread
[3] govmikedewine,govwhitmer
[3] govwhitmer,govpritzker
[3] govpritzker,govholcomb
[3] govholcomb,govandybeshear
[3] govandybeshear,govtimwalz
[3] govtimwalz,govevers

Top Word Pairs in Tweet in G9:
[6] governorkayivey,alpublichealth
[3] reduce,spread
[3] spread,virus
[3] masks,help
[3] total,192
[3] 192,759
[3] 759,active
[3] active,covid
[3] covid,19
[3] 19,cases

Top Word Pairs in Tweet in G10:
[77] thanks,#opendata
[77] #opendata,sharing
[77] sharing,gisaid
[77] gisaid,we've
[77] we've,updated
[77] #covid19,#sarscov2
[68] #sarscov2,sequences
[66] nextstrain,thanks
[19] sars,cov
[11] updated,3945

Top Replied-To
Top Replied-To in Entire Graph:
@clarkemicah
@cjg6361
@drericding
@matthewdmarsden
@alexberenson
@realdonaldtrump
@cnbc
@holdingcompass
@tedcruz
@hillformissouri

Top Replied-To in G1:
@amyeskew
@truth_lovr
@pierrepdeflecto
@soulofhoney
@howardsteen4
@stacey_rudin
@gracelady04
@wszczeklik
@leoniedelt
@kshow76

Top Replied-To in G2:
@kstaxeconomist
@cdcgov
@tootiefruitgum
@_hermeneuta_
@cdcemergency
@susannanissinen
@sweeps2032
@mchdpio
@lsprogress
@ckracht3

Top Replied-To in G3:
@vega_ts
@generalitat
@oyanes_to
@pimpicris

Top Replied-To in G4:
@cnbc
@markhigbee
@mindy47245934
@realdonaldtrump
@barking_digits
@henryten
@lifeextension
@kimstrassel
@jeffreyodonne19
@todd30204765

Top Replied-To in G6:
@ockinger
@bbildning
@jordanschachtel
@anjacastensson
@pupjo3
@danprimack
@richard_m1980
@jannolmark
@jacobgudiol
@just_the_middle

Top Replied-To in G7:
@universalmaski2
@iamgoingtosleep
@covidnewsbymib
@recj50
@orla_hegarty
@jljcolorado
@aadvanderzee
@who
@noaikoku
@firstglobalist

Top Replied-To in G8:
@sbatchik
@jerad_huep
@ohiocovid1
@rogerdo14086708
@bkdminny
@drldd
@mley25oh
@alancoo31010807
@lockdownfree
@warnke_steve

Top Replied-To in G9:
@holdingcompass
@lsprogress
@tomfitton
@saveferris14
@urokwme
@deep__cycle
@politicsbloke
@patrickegan3
@aceinnice
@e__strobel

Top Replied-To in G10:
@__ice9
@aredwards76
@orioles471
@kidj6b
@baseballpanora
@leisner_nathan

Top Mentioned
Top Mentioned in Entire Graph:
@jamestodaromd
@cdcgov
@sanidadgob
@mc_minguillon
@drleanawen
@doctormacias
@cdc
@drtomfrieden
@gisaid
@nextstrain

Top Mentioned in G1:
@jamestodaromd
@tatereeves
@kellr2010
@crastalk
@phil_rack
@jillyidris
@randyhillier
@nolockdowns1
@joes619
@gracelady04

Top Mentioned in G2:
@cdcgov
@drleanawen
@aspphysician
@drjeannem
@abraarkaran
@krutikakuppalli
@stevenstackmd
@cperezd
@yourlocaliddoc
@nashvillehealth

Top Mentioned in G3:
@sanidadgob
@mc_minguillon
@gvainvassat
@1000genes
@ilindelatorremd
@sefh_
@embespaustria
@cdcgov
@itsandorfi
@delcastanedo

Top Mentioned in G4:
@joebiden
@realdonaldtrump
@kamalaharris
@newsmax
@styx666official
@gregkellyusa
@jeffreyguterman
@markhigbee
@max_neohex
@kayleighmcenany

Top Mentioned in G5:
@2minmed
@acebeaty
@beakira

Top Mentioned in G6:
@klamberg
@joacimrocklov
@janlotvall
@strandhall
@duncanynwa
@jordanschachtel
@agneswold
@fatemperor
@killedbyproxy
@slimsha08519978

Top Mentioned in G7:
@cdcdirector
@linseymarr
@jljcolorado
@googlenews
@arttzaddikim
@who
@iamgoingtosleep
@danaparish
@drkatrin_rabiei
@cathnoakes

Top Mentioned in G8:
@govmikedewine
@govtimwalz
@govwhitmer
@govpritzker
@govevers
@govandybeshear
@govholcomb
@startribune
@cdcgov
@jkcarnah

Top Mentioned in G9:
@thehill
@quintonlucaskc
@tomfitton
@governorkayivey
@alpublichealth
@scottgottliebmd
@britt4jade
@healthylivingmo
@cdcgov
@radiodana

Top Mentioned in G10:
@gisaid
@nextstrain
@hospitalclinic
@drrossanarosa
@salutcat
@blanc0981
@govlarryhogan
@mariagallegobl
@urgemcat
@mdhealthdept

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@tesco
@americanair
@paoloigna1
@tinamarie_80s
@chug_soylent
@rjber15
@gerwaldisaac
@serendipitysays
@sainsburys

Top Tweeters in G1:
@drdaveanddee
@serafinos
@troubleddays
@justonepatriot
@freedomconnect_
@happyheart411
@bayareahausfrau
@tedcornwell
@realmrsgrits
@thalmearcreq

Top Tweeters in G2:
@rjber15
@gerwaldisaac
@katcapps
@loyalfan1
@wadakashiho
@whirledcitizen_
@edgeoforever
@arcticfox_am_i
@carrybeyond
@paulsorrentino3

Top Tweeters in G3:
@alejandrosig
@adriahanitta
@nachodeferrol
@laporres
@informativost5
@jorgepfdez
@marvinharris76
@andresrguez
@jlmmin37
@mixpelirroja

Top Tweeters in G4:
@markhigbee
@shelbylanemd
@foxnews
@cnbc
@phpress
@aspiesmom
@bfraser747
@meghanmbiro
@miamiherald
@jeffreyguterman

Top Tweeters in G5:
@pfanderson
@_weightloss284
@kokikokiya
@liberalloner
@pririn_
@flurry
@elinsilveous
@kjellhaglund
@tyaya9822
@_belle_curve_

Top Tweeters in G6:
@bexxmodd
@uheho
@pdeppisch
@kimthecynic
@epuujee
@mjsayre
@essexpr
@robynness1
@agneswold
@kerpen

Top Tweeters in G7:
@markplackett1
@nyctsubway
@redboybroken
@coronaupdatebot
@paulpaul49
@alykhansatchu
@laurahennesse11
@bprophetable
@nyctbus
@pib_india

Top Tweeters in G8:
@chug_soylent
@clevelanddotcom
@cbsnewyork
@startribune
@oregonian
@giufuliafa
@qarmy1973
@leswinkeler
@sharonzurcher
@mayoclinic

Top Tweeters in G9:
@thehill
@e__strobel
@firemdc780
@todonoticias
@41actionnews
@starsandstripes
@jhf5
@wontbesilent2
@tideasperger
@mccormackjohn

Top Tweeters in G10:
@viralvideovlogs
@luigi_warren
@____roar____
@monasmitte
@kakuwomiru
@yuyu_1815
@lluis1966
@lpbrown7
@kerorrin
@dakami


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