NCoV, Twitter, 11/12/2020 5:34:09 PM, 240241


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NCoV_2020-11-12_03-42-45.xlsx
NCoV_2020-11-12_03-42-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2020
Short Description:
NCoV via NodeXL https://bit.ly/3pmGmz0
@cdcgov
@linseymarr
@viralvideovlogs
@sanidadgob
@doritmi
@cdcdirector
@cdcemergency
@saludpublicaes
@risetoflyy
@joebiden

Top hashtags:
#covid19
#wearamask
#いばらきアマビエちゃん
#新型コロナウイルス
#coronavirus
#covid_19
#茨城版コロナnext
#stage3

Description:
Description
The graph represents a network of 7,813 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 November 2020 at 11:57 UTC.

The requested start date was Thursday, 12 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 3-day, 0-hour, 21-minute period from Monday, 09 November 2020 at 00:39 UTC to Thursday, 12 November 2020 at 01:00 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 : 7813
Unique Edges : 4634
Edges With Duplicates : 11330
Total Edges : 15964
Number of Edge Types : 5
Mentions : 2127
Replies to : 846
Retweet : 4981
MentionsInRetweet : 6486
Tweet : 1524
Self-Loops : 1564
Reciprocated Vertex Pair Ratio : 0.0066429418742586
Reciprocated Edge Ratio : 0.013198208814518
Connected Components : 1253
Single-Vertex Connected Components : 591
Maximum Vertices in a Connected Component : 4166
Maximum Edges in a Connected Component : 10176
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 4.896385
Graph Density : 0.000139034624569486
Modularity : 0.52285
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,813 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 November 2020 at 11:57 UTC.

The requested start date was Thursday, 12 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 3-day, 0-hour, 21-minute period from Monday, 09 November 2020 at 00:39 UTC to Thursday, 12 November 2020 at 01:00 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 : 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:
[397] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[80] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays.html
[66] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[59] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[56] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_246_COVID-19.pdf
[54] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/thanksgiving.html
[51] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[49] https://www.emergenza24.org/epidemia-polmonite-coronavirus-2019-ncov/
[47] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_247_COVID-19.pdf
[47] https://www.cdc.gov/coronavirus/2019-ncov/if-you-are-sick/end-home-isolation.html#:~:text=You

Top URLs in Tweet in G1:
[85] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[43] https://www.cdc.gov/coronavirus/2019-ncov/if-you-are-sick/end-home-isolation.html#:~:text=You
[43] can
[43] be
[43] around
[43] others
[43] after:,of
[43] fever-reducing
[43] medications
[43] and

Top URLs in Tweet in G2:
[114] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[42] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays.html
[25] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/thanksgiving.html
[18] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[13] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-during-covid19.html
[12] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays.html#thanksgiving
[11] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/travelers/face-masks-public-transportation.html
[10] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken201111.html

Top URLs in Tweet in G3:
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/special-populations/pregnancy-data-on-covid-19.html
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_4_claves.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/pregnancy-breastfeeding.html

Top URLs in Tweet in G4:
[40] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_246_COVID-19.pdf
[40] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[35] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/20200325_Decalogo_como_actuar_COVID19.pdf
[33] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_247_COVID-19.pdf
[27] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_248_COVID-19.pdf
[6] https://gobiernoabierto.navarra.es/es/coronavirus/impacto-situacion
[6] http://www.navarra.es/home_es/Gobierno+de+Navarra/Organigrama/Los+departamentos/Salud/Organigrama/Estructura+Organica/Instituto+Navarro+de+Salud+Publica/Publicaciones/Publicaciones+profesionales/Epidemiologia/InformesVigilanciaEpidemiologia2020.htm
[6] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/situacionActual.htm
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/telefonos.htm
[3] https://www.cdc.gov/coronavirus/2019-ncov/faq.html

Top URLs in Tweet in G5:
[27] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken201111.html
[2] https://pref.ibaraki.jp/1saigai/2019-ncov/index.html
[1] https://twitter.com/ibarakishimbun/status/1325725040441061377
[1] https://twitter.com/ibarakishimbun/status/1325754892925849605
[1] https://twitter.com/ibaraki_kouhou/status/1326100033293316101
[1] https://twitter.com/ibarakishimbun/status/1326098949229301760
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html

Top URLs in Tweet in G6:
[17] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[5] https://odysee.com/@Truthspreader:3/RED-ALERT!!!---MANDATORY-COVID-ISOLATION-CAMPS-BEGIN-WORLDWIDE!!!---SHARE-THIS-FAR---WIDE:e
[4] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/migration-border-health.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/downloads/global-covid-19/Interim-Operational-Considerations-Implementing-Shielding-in-Humanitarian-Settings.pdf
[2] https://www.fda.gov/media/134922/download
[2] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/pregnancy-services.html
[1] https://twitter.com/dbrozelivefree/status/1325869290734710784
[1] https://twitter.com/hermosovaccio/status/1326202085042483202
[1] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/pregnancy-surveillance.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/operational-considerations-isolation-centers.html

Top URLs in Tweet in G7:
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-to-wear-cloth-face-coverings.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/pets.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/face-masks-public-transportation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/contact-tracing.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/community-mitigation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://twitter.com/OHAOregon/status/1326272069311500289

Top URLs in Tweet in G8:
[4] https://www.fda.gov/media/134922/download
[3] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[2] https://virological.org/
[1] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://academic.oup.com/cid/advance-article/doi/10.1093/cid/ciaa619/5841456
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/about-epidemiology/identifying-source-outbreak.html#:~:text=An%20outbreak%20is%20called%20an,classified%20as%20a%20pandemic

Top URLs in Tweet in G9:
[20] https://nextstrain.org/ncov
[8] https://cdc.gov/coronavirus/2019-ncov/if-you-are-sick/care-for-someone.html
[5] https://nextstrain.org/ncov/europe
[3] https://nextstrain.org/ncov/south-america
[3] https://nextstrain.org/ncov/north-america
[3] https://nextstrain.org/ncov/oceania
[3] https://nextstrain.org/ncov/asia
[2] https://nextstrain.org/ncov/africa
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[2] https://nextstrain.org/groups/neherlab/ncov/netherlands?c=gt-nuc_22920

Top URLs in Tweet in G10:
[5] https://www.lci.fr/sante/en-direct-covid-19-coronavirus-ncov-pandemie-quatre-informations-judiciaires-ouvertes-sur-la-gestion-de-la-crise-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1605015710
[4] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/contactecovid-cat/
[3] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/personal-social-activities.html
[2] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/eines-aplicacions-covid-19/radar-covid/?utm_source=facebook&utm_medium=social&utm_campaign=
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_246_COVID-19.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_247_COVID-19.pdf
[1] https://nextstrain.org/ncov

Top Domains
Top Domains in Tweet in Entire Graph:
[1801] cdc.gov
[310] gob.es
[149] recombinomics.co
[79] twitter.com
[77] nextstrain.org
[73] ibaraki.jp
[66] who.int
[58] gencat.cat
[54] tokyo.jp
[49] emergenza24.org

Top Domains in Tweet in G1:
[324] cdc.gov
[10] twitter.com
[2] bit.ly
[2] prtimes.jp
[2] europa.eu
[2] t.co
[1] emory.edu
[1] gob.es
[1] egov.com
[1] sharklet.com

Top Domains in Tweet in G2:
[484] cdc.gov
[26] gob.es
[20] ibaraki.jp
[19] twitter.com
[11] lg.jp
[10] nextstrain.org
[10] go.jp
[8] who.int
[8] scholarsportal.info
[6] go.kr

Top Domains in Tweet in G3:
[11] cdc.gov
[1] gob.es

Top Domains in Tweet in G4:
[204] gob.es
[12] navarra.es
[10] cdc.gov
[1] bit.ly
[1] who.int
[1] sciencemag.org
[1] sciencedirect.com

Top Domains in Tweet in G5:
[34] ibaraki.jp
[4] twitter.com

Top Domains in Tweet in G6:
[28] cdc.gov
[5] odysee.com
[2] twitter.com
[2] fda.gov

Top Domains in Tweet in G7:
[24] cdc.gov
[1] twitter.com
[1] kfoxtv.com

Top Domains in Tweet in G8:
[13] cdc.gov
[4] fda.gov
[2] virological.org
[1] publichealthontario.ca
[1] oup.com
[1] bccdc.ca
[1] reuters.com
[1] who.int

Top Domains in Tweet in G9:
[48] nextstrain.org
[14] cdc.gov
[2] github.com
[2] zusammengegencorona.de
[1] bundesgesundheitsministerium.de
[1] rki.de
[1] infektionsschutz.de
[1] europa.eu

Top Domains in Tweet in G10:
[10] cdc.gov
[6] gencat.cat
[5] lci.fr
[3] gob.es
[3] thewashingtonstandard.com
[1] nextstrain.org
[1] nytimes.com
[1] country.here

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1928] covid19
[273] wearamask
[272] いばらきアマビエちゃん
[247] 新型コロナウイルス
[194] coronavirus
[132] covid_19
[121] 茨城版コロナnext
[119] stage3
[106] covidview
[76] sarscov2



Top Hashtags in Tweet in G1:
[643] covid19
[74] wearamask
[74] covidview
[23] thanksgiving
[20] slowthespread
[16] socialdistancing
[15] covid
[14] coronavirus
[7] masks
[6] vote

Top Hashtags in Tweet in G2:
[103] covid19
[26] coronavirus
[26] cdc
[23] wearamask
[17] covid
[10] thanksgiving
[10] holidays
[10] covid_19
[8] fallhealthfacts
[6] ncov

Top Hashtags in Tweet in G3:
[3] covid19
[1] wearamask
[1] masks4canada
[1] epidemiology

Top Hashtags in Tweet in G4:
[415] covid19
[33] quédateencasa
[14] nolotiresporlaborda
[7] mascarilla
[4] melilla
[4] koronabirusanafarroa
[4] nafarroa
[3] coronavirus
[3] estonoesunjuego
[3] coronavirusnavarra

Top Hashtags in Tweet in G5:
[272] いばらきアマビエちゃん
[227] 新型コロナウイルス
[119] 茨城版コロナnext
[119] stage3

Top Hashtags in Tweet in G6:
[1] themediadecideswhatuhear

Top Hashtags in Tweet in G7:
[163] covid19
[69] wearamask
[3] prepyourhealth
[3] covidview
[2] selfcare
[2] stayconnected
[2] dyk
[1] selfcaresunday
[1] covid_19

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G9:
[75] covid19
[20] opendata
[20] sarscov2
[19] slowthespread
[5] covidview
[4] texas
[2] coronavirus
[1] virologynimhans
[1] healthytexas
[1] abstand

Top Hashtags in Tweet in G10:
[79] covid19
[24] coronavirus
[24] outbreak
[23] sarscov2
[23] maskup
[22] masks
[4] az
[4] icu
[2] stopthespread
[2] socialdistancing

Top Words
Top Words in Tweet in Entire Graph:
[1928] #covid19
[1764] cdc
[1471] masks
[1397] cdcgov
[1212] covid
[1034] help
[882] 19
[795] others
[774] protect
[739] ncov

Top Words in Tweet in G1:
[1244] cdcgov
[643] #covid19
[638] help
[626] masks
[515] wearer
[449] reduce
[438] droplets
[433] inhalation
[431] alexberenson
[430] making

Top Words in Tweet in G2:
[213] cdc
[196] covid
[178] 19
[112] mask
[103] #covid19
[98] ncov
[89] masks
[76] spread
[76] more
[66] wear

Top Words in Tweet in G3:
[421] cdc
[418] protect
[417] masks
[416] updated
[415] cloth
[415] both
[415] control
[415] others
[414] today
[414] recognizes

Top Words in Tweet in G4:
[415] #covid19
[235] saludpublicaes
[210] sanidadgob
[164] datos
[113] caso
[100] síntomas
[90] españa
[89] coronavirus
[88] actualización
[85] convivientes

Top Words in Tweet in G5:
[337] ibaraki_kouhou
[272] #いばらきアマビエちゃん
[227] #新型コロナウイルス
[227] 感染症情報
[154] また
[154] 引き続き感染防止にご協力をお願いします
[148] 本日
[148] の登録
[148] 利用を徹底し
[119] #茨城版コロナnext

Top Words in Tweet in G6:
[169] cdc
[152] risetoflyy
[149] zones
[142] risk
[141] high
[131] camps
[130] green
[127] members
[119] doc
[117] separating

Top Words in Tweet in G7:
[163] #covid19
[156] cdcemergency
[96] public
[84] help
[70] contact
[69] #wearamask
[63] spread
[62] mask
[56] during
[53] tracing

Top Words in Tweet in G8:
[21] 2019
[20] ncov
[13] cdc
[12] virus
[11] sars
[9] years
[8] christi45657364
[8] corona
[8] cov
[7] available

Top Words in Tweet in G9:
[75] #covid19
[46] gisaid
[40] sequences
[39] nextstrain
[35] thanks
[30] know
[28] travel
[24] texasdshs
[24] cdctravel
[23] check

Top Words in Tweet in G10:
[88] greg_folkers
[79] #covid19
[78] total
[70] nytimes
[70] those
[69] mask
[69] wearing
[69] protects
[69] around
[69] apoorva_nyc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[723] covid,19
[550] cloth,masks
[518] masks,help
[465] 2019,ncov
[459] help,reduce
[457] reduce,inhalation
[454] protect,others
[448] inhalation,droplets
[447] personal,protection
[446] droplets,wearer

Top Word Pairs in Tweet in G1:
[436] masks,help
[433] help,reduce
[433] reduce,inhalation
[432] inhalation,droplets
[432] droplets,wearer
[429] yeah,cdcgov
[429] cdcgov,making
[429] making,things
[429] things,masks
[428] alexberenson,yeah

Top Word Pairs in Tweet in G2:
[165] covid,19
[50] wear,mask
[49] 2019,ncov
[49] sars,cov
[42] cloth,masks
[35] scientific,brief
[34] spread,sars
[33] community,use
[32] use,cloth
[32] control,spread

Top Word Pairs in Tweet in G3:
[415] cloth,masks
[415] protect,others
[414] updated,today
[414] today,cdc
[414] cdc,recognizes
[414] recognizes,cloth
[414] masks,act
[414] act,both
[414] both,source
[414] source,control

Top Word Pairs in Tweet in G4:
[161] datos,#covid19
[88] actualización,datos
[85] sanidadgob,actualización
[73] #covid19,españa
[73] españa,primer
[73] primer,caso
[73] caso,inicial
[73] inicial,actualizados
[73] actualizados,hoy
[73] noviembre,confirmados

Top Word Pairs in Tweet in G5:
[227] #新型コロナウイルス,感染症情報
[221] ibaraki_kouhou,#新型コロナウイルス
[154] 引き続き感染防止にご協力をお願いします,#いばらきアマビエちゃん
[148] の登録,利用を徹底し
[117] #茨城版コロナnext,本日
[117] 本日,県のコロナ対策指針をstage2から
[117] 県のコロナ対策指針をstage2から,#stage3
[117] #stage3,に強化しました
[117] に強化しました,#いばらきアマビエちゃん
[117] #いばらきアマビエちゃん,の登録

Top Word Pairs in Tweet in G6:
[129] green,zones
[121] high,risk
[119] cdc,doc
[116] alert,cdc
[116] doc,talks
[116] talks,separating
[116] separating,families
[116] families,isolating
[116] isolating,high
[116] risk,members

Top Word Pairs in Tweet in G7:
[60] cdcemergency,#wearamask
[59] spread,#covid19
[54] #covid19,public
[53] contact,tracing
[52] during,contact
[52] tracing,#covid19
[52] public,health
[52] health,worker
[52] worker,ask
[52] ask,money

Top Word Pairs in Tweet in G8:
[20] 2019,ncov
[7] sars,cov
[6] whole,corona
[6] corona,covid
[6] covid,sars
[6] cov,2019
[6] ncov,scam
[6] scam,much
[6] much,bigger
[6] bigger,people

Top Word Pairs in Tweet in G9:
[21] texasdshs,utahdepofhealth
[21] utahdepofhealth,dr_kfo
[21] dr_kfo,erinyoun
[20] thanks,#opendata
[20] #opendata,sharing
[20] sharing,gisaid
[20] gisaid,we've
[20] we've,updated
[20] #covid19,#sarscov2
[20] #sarscov2,sequences

Top Word Pairs in Tweet in G10:
[68] nytimes,updates
[68] updates,findings
[68] findings,mask
[68] mask,wearing
[68] wearing,protects
[68] protects,those
[68] those,around
[68] around,apoorva_nyc
[67] greg_folkers,nytimes
[67] apoorva_nyc,#covi

Top Replied-To
Top Replied-To in Entire Graph:
@ncov_madeinch
@cdcgov
@gisaid
@realdonaldtrump
@salud_na
@joebiden
@ncov_frens
@z_mutoh
@jackposobiec
@govmikedewine

Top Replied-To in G1:
@cdcgov
@realdonaldtrump
@ianmsc
@dinos_gatos
@kevintschirhart
@scouterriffic
@sciam
@vabvox
@starlad14
@madvickie

Top Replied-To in G2:
@bartsnhslibrary

Top Replied-To in G3:
@michaelrosenyes
@thlorg
@tqwerty123a
@linseymarr
@garcio72

Top Replied-To in G4:
@salud_na
@shibainu2006
@cdcgov
@1000genes
@canelles_eva
@drlejarazu
@sanidadgob
@jljcolorado
@pino_in_bcn
@mamandurrias3

Top Replied-To in G5:
@z_mutoh

Top Replied-To in G6:
@natosha66362511
@kristelralston
@hermosovaccio
@99freemind
@graydaygamer
@claudia_stauber
@itsalladistrac1
@uslawreview

Top Replied-To in G7:
@trumponelba
@cdcemergency

Top Replied-To in G8:
@jameselijahmill
@thestinger8
@chris_f_carson
@angelifrankie
@1_tmf_
@katiehasedits
@xenophon112
@trumpery45
@bobby_network
@umbertonetko

Top Replied-To in G9:
@gisaid
@eliowa
@joeygdnboss
@publicjeeerr
@mackayim
@jacquel92515416
@madsben82
@blakeswort
@eckerleisabella

Top Replied-To in G10:
@wef
@rijksoverheid
@dappleb
@indranee
@bogwell4018
@gehweiderreider
@focuspanorama
@nytimes

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@alexberenson
@linseymarr
@ibaraki_kouhou
@saludpublicaes
@sanidadgob
@cdcemergency
@risetoflyy
@antoniomaestre
@cdcdirector

Top Mentioned in G1:
@cdcgov
@alexberenson
@drleanawen
@hhsgov
@redcross
@realdonaldtrump
@julie_kelly2
@nirav_mainecdc
@depsechargan
@usa2_latinos

Top Mentioned in G2:
@escuelasdecalor
@moonman727
@acebeaty
@michellezenner

Top Mentioned in G3:
@linseymarr
@dr2nisreenalwan
@cdcgov
@florian_krammer
@adamhamdy
@michaelrosenyes
@eroonkoronasta
@hus_uutisoi
@amytanmd
@cdcofbc

Top Mentioned in G4:
@saludpublicaes
@sanidadgob
@jljcolorado
@cienciagob
@drlejarazu
@sergioefe
@cpuntog
@glezanna1993
@perbess
@1000genes

Top Mentioned in G5:
@ibaraki_kouhou
@k_ooigawa
@mutoh_z
@z_mutoh
@sadamasaryo
@sakaitown_fc

Top Mentioned in G6:
@risetoflyy
@xinlard
@rob_miller12345
@pdp00000001
@tessacate
@alexberenson
@cdcgov
@hermosovaccio
@realdonaldtrump
@kristelralston

Top Mentioned in G7:
@cdcemergency
@cd
@cdcgov
@usaporusski
@hhsgov
@firechiefofhfd
@elpa
@kentcityhd
@bernieshomie
@idph

Top Mentioned in G8:
@christi45657364
@mcfunny
@geoffschuler
@paulvcooper1
@travellightp1
@skepticalmutant
@krebiozen
@bobby_network
@provaxtexan
@mstrixter

Top Mentioned in G9:
@nextstrain
@gisaid
@texasdshs
@cdctravel
@cdcgov
@utahdepofhealth
@dr_kfo
@erinyoun
@esrnewzealand
@mathstorey

Top Mentioned in G10:
@greg_folkers
@nytimes
@apoorva_nyc
@cdcgov
@appradarcovid
@socpilardiaz
@icscat
@tf1lejt
@dayarvsvau
@docphx

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@sectest9
@marcodacostafx
@federicoalves
@robre62
@tinamarie_80s
@lopezgovlaw
@wittgenstein_jm
@cleosagas1
@espinosacrsiete

Top Tweeters in G1:
@oldlady12345
@federicoalves
@marthalynneowe1
@britonanddane
@its_coachb
@schwingcat
@quicksilver2723
@1catherinesiena
@emmy600
@mightymouth5413

Top Tweeters in G2:
@paulpaul49
@kammyryvius
@aureliobelandom
@crwriter1
@darlaysjames
@jp_kenchan_dayo
@qzv00507
@hayato00000
@traficoni
@uniindianews

Top Tweeters in G3:
@backstorymom1
@ketaminh
@alwaysthinkhow
@kiddle
@forgerat
@geoffypjohnston
@moebius16
@mwt2008
@francodespecho
@michaelrosenyes

Top Tweeters in G4:
@marcodacostafx
@937908mcm
@474ntx4
@demiurgotuiter
@enedina37049621
@denniselazul
@anap1958
@tartiereazul
@antgalan
@marahersa

Top Tweeters in G5:
@jun_84
@mutoh_z
@zyoushou
@sgr_kn
@45803
@nyankolers
@m9harrier
@dummyxtweet
@zachota
@yamano__88

Top Tweeters in G6:
@pdp00000001
@charismaalasta1
@hairlossclinic1
@warmongerexpose
@eltheus
@graydaygamer
@ricercar07
@risetoflyy
@barb20011
@amuses

Top Tweeters in G7:
@loyalfan1
@angels_xr
@mi_smitt
@omi_082
@alcinx
@craigmatsuda
@123kalna
@lightrider
@laurietmiller
@tuon1

Top Tweeters in G8:
@rt_com
@nypost
@wsj
@ds13_manon
@doritmi
@_mamadeb
@cknw
@beckyjohnson222
@nuance_bot
@just4thecause

Top Tweeters in G9:
@wadakashiho
@cupcakemrs1
@marcomariani_it
@theangelofwrath
@merlotvine
@mackayim
@uselaine
@klausriede
@fareskameli
@lc54

Top Tweeters in G10:
@nmikanw
@safimaasai
@bad_woof
@redboybroken
@dsochoa
@nytimes
@dwatchnews
@viralvideovlogs
@dollymad1812
@zannerina


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