NCoV, Twitter, 3/5/2021 11:48:12 AM, 250151


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NCoV_2021-03-05_02-16-10.xlsx
NCoV_2021-03-05_02-16-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3sP2naM
@cdcgov
@drericding
@who
@viralvideovlogs
@nextstrain
@fusionprogguy
@travellightp1
@saludpublicaes
@kevin_mckernan
@ale_battini

Top hashtags:
#covid19
#新型コロペウイルス
#mask
#covid_19
#sarscov2
#coronavirus

Description:
Description
The graph represents a network of 8,046 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 Friday, 05 March 2021 at 10:31 UTC.

The requested start date was Friday, 05 March 2021 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, 10-hour, 44-minute period from Sunday, 28 February 2021 at 03:10 UTC to Wednesday, 03 March 2021 at 13:55 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 : 8046
Unique Edges : 4342
Edges With Duplicates : 12244
Total Edges : 16586
Number of Edge Types : 5
Tweet : 1453
Retweet : 5082
MentionsInRetweet : 6541
Replies to : 952
Mentions : 2558
Self-Loops : 1493
Reciprocated Vertex Pair Ratio : 0.00676246830092984
Reciprocated Edge Ratio : 0.0134340890008396
Connected Components : 1254
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 3972
Maximum Edges in a Connected Component : 9991
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.746793
Graph Density : 0.000128796400189278
Modularity : 0.506513
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 8,046 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 Friday, 05 March 2021 at 10:31 UTC.

The requested start date was Friday, 05 March 2021 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, 10-hour, 44-minute period from Sunday, 28 February 2021 at 03:10 UTC to Wednesday, 03 March 2021 at 13:55 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:
[159] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[63] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[57] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[55] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[48] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[47] https://rdcrss.org/3u7USNx
[46] https://hiroshima.stopcovid19.jp/
[46] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[46] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[43] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html

Top URLs in Tweet in G1:
[29] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[14] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/vaccine-benefits.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[9] https://go.cms.gov/2O4F7q0
[8] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[6] https://go.usa.gov/xAabM
[6] https://www.cdc.gov/coronavirus/2019-ncov/faq.html

Top URLs in Tweet in G2:
[11] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[6] https://espanol.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[3] https://covid-kensa.com/#kit
[3] https://lifescience.toyobo.co.jp/detail/detail.php?product_detail_id=267
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/masks-protect-you-and-me.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/transmission_k_12_schools.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/community/schools-childcare/K-12-Operational-Strategy-2021-2-12.pdf

Top URLs in Tweet in G3:
[27] https://eautocheck.de
[18] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[15] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[14] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/1-marc/
[13] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[10] https://ncov.se
[9] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/ciutadania/mesures/mesures-1-marc.pdf
[9] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[9] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[9] https://www.pref.chiba.lg.jp/shippei/press/2019/ncov-index.html

Top URLs in Tweet in G4:
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-prophylaxes-2021-1
[1] https://twitter.com/who/status/1366837378824953856
[1] https://www.aerzteblatt.de/nachrichten/109003/2019-nCoV-kann-in-weniger-als-drei-Tagen-zur-Erkrankung-fuehren
[1] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-prophylaxes-2021-1#.YD9r3VfMsD0.twitter
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[1] https://www.japantimes.co.jp/news/2021/01/11/national/science-health/new-coronavirus-variant-japan/
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/img/AEMPS_Infografia-vacuna.gif
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/china-2019-ncov/821830-china-original-covid-19-coronavirus-news-thread-weeks-1-4-december-30-2019-january-25-2020
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/index.html

Top URLs in Tweet in G5:
[20] https://bit.ly/37WpEja
[19] https://bit.ly/3q93yA7
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/situacionActual.htm
[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/InformesVigilanciaEpidemiologia2021.htm
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210301.pdf
[3] https://gobiernoabierto.navarra.es/es/coronavirus
[3] https://gobiernoabierto.navarra.es/eu/coronavirus
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210302.pdf
[3] https://vacunacovid.gob.es

Top URLs in Tweet in G6:
[47] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210228_shiryouteikyou.pdf
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210301_shiryouteikyou.pdf
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210302_shiryoteikyo.pdf
[4] https://www.city.yuki.lg.jp/sp/page/page006158.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html
[1] https://news.yahoo.co.jp/articles/377467307f27c62af2a28784583d09fed29510ba
[1] https://news.yahoo.co.jp/articles/cd0553057b34f84fe890a813bcae0fc8e21e0255
[1] https://news.yahoo.co.jp/articles/78da37fc03fe4d2281f77ae049dffa067444e728

Top URLs in Tweet in G7:
[19] https://nextstrain.org/ncov
[10] https://nextstrain.org/ncov/europe
[4] https://nextstrain.org/ncov/oceania
[3] https://nextstrain.org/ncov/africa
[3] https://nextstrain.org/ncov/north-america
[3] https://nextstrain.org/ncov/asia
[2] https://nextstrain.org/ncov/south-america
[2] https://nextstrain.org/groups/neherlab/ncov/slovenia?c=pangolin_lineage&f_country=Slovenia&p=grid&r=division
[1] https://github.com/nextstrain/ncov
[1] https://www.malaymail.com/news/malaysia/2021/03/01/health-minister-pregnant-nursing-mothers-can-register-to-be-vaccinated-but/1953835

Top URLs in Tweet in G8:
[1] https://www.who.int/dg/speeches/detail/who-director-general-s-statement-on-ihr-emergency-committee-on-novel-coronavirus-(2019-ncov)
[1] https://www.who.int/news/item/30-01-2020-statement-on-the-second-meeting-of-the-international-health-regulations-(2005)-emergency-committee-regarding-the-outbreak-of-novel-coronavirus-(2019-ncov)
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.flyfrontier.com/committed-to-you/
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/children/protect-children.html

Top URLs in Tweet in G9:
[10] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/investigations-discovery/hospitalization-death-by-race-ethnicity.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[2] https://www.pnas.org/content/118/4/e2014564118
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html#:~:text=There%20is%20no%20firm%20evidence,to%20protect%20against%20reinfection

Top URLs in Tweet in G10:
[2] https://www.gob.cl/coronavirus/
[2] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[2] http://bit.ly/GuiaNiños
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.html
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/indicators.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/pediatric-hcp.html#:~:text=The%20most%20common%20symptoms%20in%20children%20are%20cough%20and%2For%20fever.&text=A%20recent%20systematic%20review%20estimated,pediatric%20infections%20may%20be%20asymptomatic
[1] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/informe-epidemiologico-covid-19/
[1] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/informe-epidemiologico-covid-19/#.YDsfCztBM9o.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1603] cdc.gov
[185] recombinomics.co
[180] gob.es
[168] bit.ly
[103] nextstrain.org
[103] lg.jp
[95] ibaraki.jp
[83] twitter.com
[82] who.int
[63] gencat.cat

Top Domains in Tweet in G1:
[207] cdc.gov
[10] cms.gov
[9] usa.gov
[9] bit.ly
[4] twitter.com
[3] google.com
[3] obgproject.com
[1] outlook.com
[1] rdcrss.org
[1] tn.gov

Top Domains in Tweet in G2:
[32] cdc.gov
[3] covid-kensa.com
[3] co.jp
[3] twitter.com
[2] go.jp
[1] nikkei.com
[1] who.int
[1] bit.ly
[1] reuters.com
[1] gov.au

Top Domains in Tweet in G3:
[309] cdc.gov
[54] eautocheck.de
[32] bit.ly
[32] gencat.cat
[31] twitter.com
[31] gob.es
[25] ift.tt
[21] ibaraki.jp
[18] lg.jp
[12] scholarsportal.info

Top Domains in Tweet in G4:
[4] who.int
[2] cdc.gov
[1] twitter.com
[1] aerzteblatt.de
[1] virological.org
[1] co.jp
[1] gob.es
[1] flutrackers.com

Top Domains in Tweet in G5:
[47] gob.es
[41] bit.ly
[12] navarra.es
[4] cdc.gov
[3] gacetamedica.com
[2] who.int
[1] twitter.com
[1] coronadatos.es
[1] gencat.cat

Top Domains in Tweet in G6:
[66] ibaraki.jp
[4] co.jp
[4] lg.jp

Top Domains in Tweet in G7:
[49] nextstrain.org
[2] cdc.gov
[2] radian6.com
[1] github.com
[1] malaymail.com
[1] rdcrss.org
[1] rivm.nl

Top Domains in Tweet in G8:
[2] who.int
[2] cdc.gov
[1] flyfrontier.com

Top Domains in Tweet in G9:
[40] cdc.gov
[2] pnas.org
[1] who.int
[1] twitter.com
[1] mayoclinic.org

Top Domains in Tweet in G10:
[5] cdc.gov
[4] minsal.cl
[2] gob.cl
[2] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1936] covid19
[483] 新型コロペウイルス
[234] mask
[121] covid_19
[87] sarscov2
[62] coronavirus
[52] 3월_2일_0시_기준
[52] 일일진단검사_30996명
[52] 신규확진자_344명
[48] covid



Top Hashtags in Tweet in G1:
[462] covid19
[207] mask
[24] vaccines
[14] wearamask
[13] agencereponsesrapides
[9] new
[8] covid
[5] sleeveup
[5] dyk
[4] exercise

Top Hashtags in Tweet in G2:
[459] covid19
[3] covidisairborne
[3] ventilation
[2] 報道1930
[2] mask
[2] makeschoolssafe
[1] kf94
[1] cleanair
[1] bced
[1] zerocovid

Top Hashtags in Tweet in G3:
[96] covid19
[27] fwn
[27] freeworldnews
[27] today
[26] coronavirus
[23] covid
[12] 蜨åÿžçœœ
[11] 新型コロペウイルス
[9] vaccine
[8] sarscov2

Top Hashtags in Tweet in G4:
[334] covid19
[7] mask
[1] coronavirus
[1] wuhan
[1] china

Top Hashtags in Tweet in G5:
[215] covid19
[35] 6m
[33] ventilaciã³n
[13] mascarilla
[9] andalucã­a
[7] yomevacuno
[5] vacunacovid19
[4] documentosprl
[4] higienejcyl
[4] covid_19

Top Hashtags in Tweet in G6:
[472] 新型コロペウイルス
[12] いばらきアマビエちゃん
[4] 線急事態宣言
[4] 解除
[4] 結åÿžå¸‚
[2] æ„ÿæÿ“症対策
[1] 龍ケ崞
[1] 龍ケ崞市コロペ対策

Top Hashtags in Tweet in G7:
[24] covid19
[21] sarscov2
[19] opendata
[3] vaccine
[2] bcsir
[1] zanmitrev
[1] inciensa
[1] pathwest
[1] covidiot
[1] nieuw

Top Hashtags in Tweet in G10:
[112] covid_19
[26] chile
[13] covid19
[2] cuidã©monosentretodos
[1] sigamosaprendiendo
[1] recuperemoschile
[1] chileunidoavanza
[1] chilenocaera
[1] vueltaaclases
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[8555] æ
[5346] ç
[3712] ãƒ
[2548] ì
[1936] #covid19
[1649] æœ
[1350] cdc
[1314] ÿæÿ
[1310] covid
[1239] ë

Top Words in Tweet in G1:
[843] cdcgov
[462] #covid19
[358] more
[288] ventilation
[275] mask
[253] getting
[221] stop
[215] improve
[214] help
[208] fits

Top Words in Tweet in G2:
[478] cdc
[472] drericding
[471] guidance
[463] schools
[459] #covid19
[455] air
[450] released
[446] windows
[445] hugeâ
[445] indoor

Top Words in Tweet in G3:
[317] æ
[244] covid
[231] 19
[225] ç
[206] ãƒ
[115] ø
[96] #covid19
[96] cdc
[95] vaccine
[92] ù

Top Words in Tweet in G4:
[334] #covid19
[327] prevent
[315] infection
[314] anti
[314] inflammatory
[314] drug
[314] hydroxychloroquine
[314] used
[314] people
[313] accordinâ

Top Words in Tweet in G5:
[243] saludpublicaes
[215] #covid19
[94] sanidadgob
[84] mã
[83] datos
[81] hoy
[70] distancia
[65] contacto
[64] estrecho
[64] positivo

Top Words in Tweet in G6:
[6490] æ
[3656] ç
[1424] æœ
[1104] ãƒ
[1054] ÿæÿ
[583] šã
[524] åž
[517] ペã
[508] æƒ
[508] šé

Top Words in Tweet in G7:
[73] gisaid
[53] nextstrain
[42] thanks
[41] sequences
[39] ncdcgov
[39] nhls_sa
[32] esrnewzealand
[32] mathstorey
[32] joepdl
[32] sciolato

Top Words in Tweet in G8:
[138] cdc
[137] ojpac
[137] flyfrontier
[137] guidelines
[136] both
[136] frontiers
[136] covid
[136] explicitly
[136] state
[136] children

Top Words in Tweet in G9:
[28] gregabbott_tx
[10] cdc
[7] masks
[4] govabbott
[4] more
[3] one
[3] oh
[3] help
[3] covid
[3] wearing

Top Words in Tweet in G10:
[112] #covid_19
[112] ministeriosalud
[111] ministerio
[111] salud
[110] hilo
[110] balance
[110] diario
[110] informa
[110] casos
[110] totales

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2175] æ,æ
[1535] æœ,æ
[1266] æ,ÿæÿ
[1211] ãƒ,ãƒ
[1099] ÿæÿ,ç
[864] ì,ì
[795] ç,æ
[791] covid,19
[772] ãƒ,ペã
[765] åž,ãƒ

Top Word Pairs in Tweet in G1:
[202] respiratory,droplets
[201] improve,#mask
[201] #mask,fits
[201] fits,protects
[201] protects,pick
[201] pick,mask
[201] mask,layers
[201] layers,stop
[201] stop,more
[201] more,respiratory

Top Word Pairs in Tweet in G2:
[450] cdc,released
[449] guidance,schools
[445] hugeâ,cdc
[445] released,indoor
[445] indoor,air
[445] air,guidance
[445] schools,#covid19
[445] #covid19,emphasize
[445] emphasize,œopening
[445] œopening,windows

Top Word Pairs in Tweet in G3:
[204] covid,19
[62] ãƒ,ãƒ
[51] æ,ÿæÿ
[49] ø,ø
[45] ø,ù
[44] åž,ãƒ
[42] 19,vaccines
[39] ãƒ,ペã
[39] ペã,ãƒ
[34] learn,more

Top Word Pairs in Tweet in G4:
[314] anti,inflammatory
[314] inflammatory,drug
[314] drug,hydroxychloroquine
[314] hydroxychloroquine,used
[314] used,prevent
[314] prevent,infection
[314] infection,people
[314] people,#covid19
[313] #covid19,accordinâ
[44] strong,recommendation

Top Word Pairs in Tweet in G5:
[73] datos,#covid19
[64] contacto,estrecho
[60] limitaciones,entrada
[60] entrada,salida
[60] salida,comunidad
[60] comunidad,ciudad
[60] ciudad,autã
[60] autã,noma
[60] noma,restricciã
[60] restricciã,perimetral

Top Word Pairs in Tweet in G6:
[1916] æ,æ
[1418] æœ,æ
[1036] æ,ÿæÿ
[1005] ÿæÿ,ç
[524] åž,ãƒ
[521] ãƒ,æ
[517] ãƒ,ペã
[514] ペã,ãƒ
[514] ç,æ
[506] ç,šã

Top Word Pairs in Tweet in G7:
[32] esrnewzealand,mathstorey
[32] mathstorey,joepdl
[32] joepdl,sciolato
[31] gisaid,esrnewzealand
[30] botsharvard,ncdcgov
[30] ncdcgov,acegid
[30] acegid,nhls_sa
[30] nhls_sa,krisp_news
[30] krisp_news,rjlessells
[29] sciolato,botsharvard

Top Word Pairs in Tweet in G8:
[136] ojpac,flyfrontier
[136] flyfrontier,both
[136] both,cdc
[136] cdc,frontiers
[136] frontiers,covid
[136] covid,guidelines
[136] guidelines,explicitly
[136] explicitly,state
[136] state,children
[136] children,under

Top Word Pairs in Tweet in G9:
[3] ethnic,cleansing
[2] leleana,gregabbott_tx
[2] thrillho22,gregabbott_tx
[2] wear,masks
[2] supremacist,savior
[2] again,cdc
[2] johnrobertsfox,gregabbott_tx
[2] gregabbott_tx,oh
[2] medical,advice
[2] many,survivors

Top Word Pairs in Tweet in G10:
[111] ministerio,salud
[110] hilo,balance
[110] balance,diario
[110] diario,#covid_19
[110] salud,informa
[110] informa,casos
[110] casos,totales
[108] ministeriosalud,hilo
[56] totales,confirmados
[55] #covid_19,martes

Top Replied-To
Top Replied-To in Entire Graph:
@gisaid
@cdcgov
@blue_ncov
@salud_na
@educationgovuk
@pahousegop
@byuoritter
@z_mutoh
@sentedcruz
@stoplyingaboutm

Top Replied-To in G1:
@cdcgov
@opencusdschools
@cdcdirector
@1dalm
@texastribune
@drmartyufml
@bruinspatsrrr
@jamesbmeigs
@karentunis
@adamjkucharski

Top Replied-To in G2:
@marekjarczynski
@fusu3
@dgurdasani1
@tomjohnson3rd
@seccardona
@minium666
@david_moscrop
@drericding
@covidisairborne
@hitrecordjoe

Top Replied-To in G3:
@byuoritter

Top Replied-To in G4:
@agatamar

Top Replied-To in G5:
@salud_na
@anamzl
@sanidadgob
@a3noticias
@el_plural
@rvallesferran

Top Replied-To in G6:
@z_mutoh

Top Replied-To in G7:
@gisaid
@wdraktuell
@taborjeva
@gamckee13
@k_g_andersen

Top Replied-To in G8:
@ojpac
@brianharvill6

Top Replied-To in G9:
@gregabbott_tx
@gorillagripping
@lupinator101
@danielcolclas
@winojanet
@voluntaryonly
@american2084
@govabbott
@fox4
@georgehahn

Top Replied-To in G10:
@fercilidad

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@drericding
@ibaraki_kouhou
@who
@saludpublicaes
@flyfrontier
@ojpac
@thealexvanness
@le___doc
@ministeriosalud

Top Mentioned in G1:
@cdcgov
@le___doc
@cdcemergency
@hhsgov
@cdc_drh
@medicaregov
@robinlynnekelly
@aphl
@pablofuente
@corinne_depagne

Top Mentioned in G2:
@drericding
@cdcgov
@dgurdasani1
@nbody6
@gonggasgirl
@raulwilliems
@fashnactivists
@unders
@sq300
@fusu3

Top Mentioned in G3:
@officialcorlaj
@62jerseygirl
@womackamc
@polindromes
@conceptengager
@whitesnowrosejp

Top Mentioned in G4:
@who
@mvankerkhove
@cdcgov
@diazjv
@drtedros
@drmikeryan
@doctorsoumya
@gabbystern
@dr_d_robertson
@dt_aerzteblatt

Top Mentioned in G5:
@saludpublicaes
@sanidadgob
@dgobandalucia
@delegobcataluna
@cdcgov
@vacunacovides
@gacetamedicacom
@prevencionjcyl
@opsoms
@cdcespanol

Top Mentioned in G6:
@ibaraki_kouhou
@tsukubais
@chikusei_city
@igarashitatsuo
@kantei
@sugawitter
@nhk_nw9
@nhk_news
@nhk_ohayou
@nhk_bs1

Top Mentioned in G7:
@gisaid
@nextstrain
@ncdcgov
@nhls_sa
@esrnewzealand
@mathstorey
@joepdl
@sciolato
@botsharvard
@acegid

Top Mentioned in G8:
@flyfrontier
@ojpac
@thealexvanness
@michaelpsenger
@kevin_mckernan
@mark_hartshorne
@roncoleman

Top Mentioned in G9:
@gregabbott_tx
@govabbott
@leleana
@thrillho22
@georgehahn
@urocklive1
@johnrobertsfox
@rschooley
@allheroesfading
@scottysmash

Top Mentioned in G10:
@ministeriosalud
@beethovenclusa
@mjcalvimontes
@randersb
@svillapol
@pearlandisd
@mineduc
@rodrigolobos
@fercilidad

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@hjlv2378
@threadreaderapp
@ecodaren
@kittenish823
@solutioneer72
@lopezgovlaw
@littlebytesnews
@kat4obama
@languillem

Top Tweeters in G1:
@solutioneer72
@kat4obama
@_redfrog
@rosenchild
@akuma_river
@loyalfan1
@msochubbard
@beenewsdaily
@all435reps
@victorb123

Top Tweeters in G2:
@meruemgi
@sosorasora3
@johnjoechad
@monty_chadha
@gpwriter
@deepvard
@arriadna
@monicarivpin
@ansisegle
@digyoursoul

Top Tweeters in G3:
@languillem
@delta
@toicitiesnews
@gooochin
@wiskij
@golos_ukraine
@shanghai_info
@tomo_hiko
@friedrichhayek
@t_dot_lee_phd

Top Tweeters in G4:
@rjber15
@sherbah46958042
@slimchick1900
@23alzat
@loulachat
@suekhi
@protestmusica
@btzmedina
@dev_discourse
@thestephenralph

Top Tweeters in G5:
@mariaperezpere
@edgardogarciasa
@sylar_71
@demiurgotuiter
@937908mcm
@a3noticias
@kiliancd
@rtve
@informa_100
@laporres

Top Tweeters in G6:
@ktaros2
@nhk_news
@mutoh_z
@noel_hasui
@shirayukihime_p
@sgr_kn
@hoshiringo
@tiiduka
@zachota
@dummyxtweet

Top Tweeters in G7:
@njdoc
@wesleycoughlan
@now_justice
@marypgkeating
@wdraktuell
@tu_imss
@catreonot
@sdelagrave
@retired_in_tx
@fukukittykobe

Top Tweeters in G8:
@guardian_elite
@pimenov_lia
@mightymouth5413
@conniesuverkrup
@de_ploribusunum
@27kislev5719
@mpls55418
@lscain3834
@roncoleman
@rantyamycurtis

Top Tweeters in G9:
@khou
@urocklive1
@dallasnews
@scarletm1926
@fox4
@rschooley
@mmpadellan
@winojanet
@jimmyotx
@danicalbarnett

Top Tweeters in G10:
@makeka
@turkiantof
@cgloriabb
@karofuentesg
@_pericopalotes
@isaneira19
@tavo_ucatolica
@fercilidad
@eskol69903
@costapardaa


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