NCoV, Twitter, 8/10/2020 11:21:20 AM, 232291


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NCoV_2020-08-10_01-32-55.xlsx
NCoV_2020-08-10_01-32-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2020
Short Description:
NCoV via NodeXL https://bit.ly/2DCLsEp
@cdcgov
@viralvideovlogs
@ballouxfrancois
@surgeon_general
@cdcdirector
@realdonaldtrump
@sanidadgob
@d66labs
@saludpublicaes
@nature

Top hashtags:
#covid19
#新型コロナウイルス
#coronavirus
#新型コロペウイルス
#いばらきアマビエちゃん

Description:
Description
The graph represents a network of 7,900 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 Monday, 10 August 2020 at 08:47 UTC.

The requested start date was Monday, 10 August 2020 at 00:01 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 4-day, 9-hour, 31-minute period from Wednesday, 05 August 2020 at 14:28 UTC to Monday, 10 August 2020 at 00:00 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 : 7900
Unique Edges : 3695
Edges With Duplicates : 11681
Total Edges : 15376
Number of Edge Types : 5
Retweet : 5240
MentionsInRetweet : 5948
Tweet : 1471
Replies to : 866
Mentions : 1851
Self-Loops : 1512
Reciprocated Vertex Pair Ratio : 0.00575013068478829
Reciprocated Edge Ratio : 0.0114345114345114
Connected Components : 1269
Single-Vertex Connected Components : 563
Maximum Vertices in a Connected Component : 3794
Maximum Edges in a Connected Component : 8848
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.284423
Graph Density : 0.000123329182831988
Modularity : 0.49956
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,900 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 Monday, 10 August 2020 at 08:47 UTC.

The requested start date was Monday, 10 August 2020 at 00:01 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 4-day, 9-hour, 31-minute period from Wednesday, 05 August 2020 at 14:28 UTC to Monday, 10 August 2020 at 00:00 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:
[110] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[107] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/reopening-schools.html
[102] https://nextstrain.org/ncov/global
[81] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[65] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[62] https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea
[59] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
[59] https://vnexpress.net/35-thuc-tap-sinh-viet-tai-nhat-nhiem-ncov-4141973.html
[56] https://www.city.edogawa.tokyo.jp/e004/bosaianzen/covid-19/taiou/index.html#kangae
[49] https://www.who.int/publications/i/item/advice-on-the-use-of-masks-in-the-community-during-home-care-and-in-healthcare-settings-in-the-context-of-the-novel-coronavirus-(2019-ncov)-outbreak

Top URLs in Tweet in G1:
[15] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[14] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/community/health-equity/index.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/deciding-to-go-out.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/community/health-equity/race-ethnicity.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-in-the-us.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/parent-checklist.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/essential-goods-services.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/diy-cloth-face-coverings.html

Top URLs in Tweet in G2:
[20] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
[19] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[16] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[13] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/bunyabetu_osirase/hoken_fukushi/200805kansen.html
[13] https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases
[12] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-to-wear-cloth-face-coverings.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[9] https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea
[9] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html

Top URLs in Tweet in G3:
[20] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken200805.html
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken.html
[1] https://www3.nhk.or.jp/news/html/20200809/k10012559951000.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/0809_roller.pdf
[1] https://news.yahoo.co.jp/articles/c2ff51908bbd4a7b4f20dfcfa904508c7ac95538
[1] https://www.thermofisher.com/us/en/home/life-science/pcr/thermal-cyclers-realtime-instruments/thermal-cyclers/miniamp-thermal-cyclers.html?icid=Default_WB34522
[1] https://www.thermofisher.com/us/en/home/clinical/clinical-genomics/pathogen-detection-solutions/coronavirus-2019-ncov/genetic-analysis.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/stage23.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html

Top URLs in Tweet in G4:
[36] https://bit.ly/3kjdghM
[14] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/ciudadania.htm
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/20200803.Recomendaciones_Temporeros.pdf
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Actualizacion_180_COVID-19.pdf
[3] https://www.spth.gob.es/
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Actualizacion_179_COVID-19.pdf
[3] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-in-the-us.html
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Actualizacion_174_COVID-19.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Listado_virucidas.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/2020_06_22_Preguntas_respuestas_2019-nCoV-2.pdf

Top URLs in Tweet in G5:
[10] https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Actualizacion_180_COVID-19.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/07312020/commercial-labs.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html
[1] https://www.cdc.gov/nhsn/covid19/report-patient-impact.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/hospitalizations-forecasts.html
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Actualizacion_178_COVID-19.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[1] https://mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/Actualizacion_177_COVID-19.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos/COVID19_Estrategia_vigilancia_y_control_e_indicadores.pdf

Top URLs in Tweet in G6:
[9] https://www.pref.chiba.lg.jp/shippei/press/2019/ncov-index.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[3] https://www.who.int/publications/i/item/advice-on-the-use-of-masks-in-the-community-during-home-care-and-in-healthcare-settings-in-the-context-of-the-novel-coronavirus-(2019-ncov)-outbreak
[3] https://twitter.com/KenLee50769737/status/1281308488208134144
[2] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/index.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html#cdc-chat-bot-open
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/essential-goods-services.html
[1] https://bit.ly/2DqeLcF
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-to-wear-cloth-face-coverings.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html

Top URLs in Tweet in G7:
[15] https://www.publichealthontario.ca/-/media/documents/ncov/epi/2020/06/covid19-epi-case-identification-age-only-template.pdf?la=en
[11] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/reopening-schools.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/faq-surveillance.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
[4] https://cdc.gov/coronavirus/2019-ncov/covid-data/faq-surveillance.html
[4] https://cdc.gov/coronavirus/2019-ncov/php/public-health-recommendations.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[4] https://texasscorecard.com/local/texas-new-coronavirus-criteria-could-artificially-spike-collin-county-cases
[4] https://www.youtube.com/watch?v=A8u3Fdr3OCc&feature=youtu.be


Top URLs in Tweet in G8:
[95] https://nextstrain.org/ncov/global
[13] https://nextstrain.org/narratives/ncov/sit-rep/ja/2020-05-15
[4] https://minato.sip21c.org/2019-nCoV-im3r.html#STRANGEFIGURES
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2518-lab/9325-manual.html
[2] http://minato.sip21c.org/2019-nCoV-im3r.html#MULTIPLESHEDDING
[2] https://minato.sip21c.org/2019-nCoV-im3r.html#ISSPECTRUE
[1] https://www.niid.go.jp/niid/ja/basic-science/467-genome/9787-genome-2020-2.html
[1] https://ncov.moh.gov.vn/web/guest/-/pgs-ts-luong-ngoc-khue-hoi-chan-quoc-gia-hang-ngay-no-luc-cao-nhat-e-ieu-tri-cac-ca-benh-covid-19-rat-nang-dien-tien-nhanh
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b4a4d2177554d202f557750773277207759&location_id=4689744664071727362&signature=6afe356edd6797cfe58a27809690a8deed0ca33e04859338009a89c36da465a6
[1] https://twitter.com/yonhapjp/status/1249589916490596352

Top URLs in Tweet in G9:
[2] https://www.who.int/publications-detail-redirect/who-2019-nCoV-oral-health-2020.1
[1] https://www.who.int/publications/i/item/who-2019-nCoV-oral-health-2020.1
[1] https://t.co/abVqN0NZAO
[1] https://www.nature.com/articles/s41586-020-2608-y?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_Nature
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y

Top URLs in Tweet in G10:
[8] https://gnews.org/89737/
[6] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[3] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/coronavirus-covid-19-current-situation-and-case-numbers
[2] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/how-to-protect-yourself-and-others-from-coronavirus-covid-19
[1] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert
[1] http://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/how-to-protect-yourself-and-others-from-coronavirus-covid-19#masks
[1] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/what-you-need-to-know-about-coronavirus-covid-19#how-to-get-tested
[1] http://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/how-to-protect-yourself-and-others-from-coronavirus-covid-19/physical-distancing-for-coronavirus-covid-19#keep-your-distance
[1] https://ncov.moh.gov.vn
[1] https://img-prod.tgcom24.mediaset.it/images/2020/02/16/114720192-5eb8307f-017c-4075-a697-348628da0204.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[1466] cdc.gov
[133] who.int
[131] nextstrain.org
[127] gob.es
[127] tokyo.jp
[115] bit.ly
[106] recombinomics.co
[92] lg.jp
[86] ibaraki.jp
[86] europa.eu

Top Domains in Tweet in G1:
[218] cdc.gov
[6] bit.ly
[3] usa.gov
[3] cepi.net
[2] twitter.com
[1] paper.li
[1] who.int
[1] elsevierhealth.com
[1] j.mp
[1] radian6.com

Top Domains in Tweet in G2:
[305] cdc.gov
[39] bit.ly
[27] twitter.com
[25] ibaraki.jp
[23] gob.es
[23] europa.eu
[20] who.int
[17] go.jp
[14] tokyo.jp
[8] publichealthontario.ca

Top Domains in Tweet in G3:
[30] ibaraki.jp
[2] thermofisher.com
[1] or.jp
[1] co.jp

Top Domains in Tweet in G4:
[47] gob.es
[37] bit.ly
[5] cdc.gov
[1] europa.eu
[1] tweetedtimes.com

Top Domains in Tweet in G5:
[10] europa.eu
[6] gob.es
[5] cdc.gov

Top Domains in Tweet in G6:
[14] cdc.gov
[9] lg.jp
[3] who.int
[3] twitter.com
[2] bit.ly

Top Domains in Tweet in G7:
[46] cdc.gov
[17] publichealthontario.ca
[8] youtube.com
[4] nih.gov
[4] texasscorecard.com
[1] jameslyonsweiler.com
[1] europa.eu
[1] twitter.com
[1] mayoclinic.org
[1] royalsocietypublishing.org

Top Domains in Tweet in G8:
[108] nextstrain.org
[8] sip21c.org
[5] go.jp
[2] twitter.com
[1] gov.vn
[1] ne.jp
[1] medrxiv.org

Top Domains in Tweet in G9:
[3] who.int
[2] nature.com
[1] t.co

Top Domains in Tweet in G10:
[9] gov.au
[8] gnews.org
[6] arcgis.com
[2] 1point3acres.com
[1] gov.vn
[1] mediaset.it
[1] teletype.in
[1] zenodo.org
[1] weebly.com
[1] tableau.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2239] covid19
[387] 新型コロナウイルス
[247] coronavirus
[161] 新型コロペウイルス
[149] いばらきアマビエちゃん
[119] covidstopswithme
[53] mild
[53] severe
[40] ncov
[35] 新型コロナ



Top Hashtags in Tweet in G1:
[1024] covid19
[112] covidstopswithme
[30] covidview
[15] foodsafety
[9] wearamask
[9] activeandhealthy
[8] slowthespread
[7] heat
[7] facecovering
[5] healthequity

Top Hashtags in Tweet in G2:
[100] covid19
[41] coronavirus
[21] ncov
[17] covid
[11] seniorcare
[7] health
[7] 新型コロナウイルス
[5] cdc
[5] covid19italia
[5] coronavirusitalia

Top Hashtags in Tweet in G3:
[378] 新型コロナウイルス
[155] 新型コロペウイルス
[148] いばらきアマビエちゃん
[4] いばらきアマビエちゃん
[1] 新型コロナ情報

Top Hashtags in Tweet in G4:
[198] covid19
[49] coronavirus
[19] nolotiresporlaborda
[6] distancia
[2] armycovid19fight
[2] stopthespread
[2] wearyourmask
[2] covid_19
[1] virucidas
[1] estevirusloparamosunidos

Top Hashtags in Tweet in G5:
[275] covid19

Top Hashtags in Tweet in G6:
[180] covid19
[17] dyk
[3] covidstopswithme
[2] worldmaskweek
[1] faqs
[1] protecttheh
[1] 習志野
[1] 新型コロナ
[1] 市長
[1] maskup

Top Hashtags in Tweet in G7:
[1] wuhan
[1] china
[1] trump
[1] covid19

Top Hashtags in Tweet in G8:
[1] 新型コロペウイルス

Top Hashtags in Tweet in G9:
[3] covid19
[1] eara
[1] koronavirus
[1] medicina
[1] pljucnica
[1] znanost

Top Hashtags in Tweet in G10:
[36] covid19
[1] ncov2019
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[3129] æ
[2239] #covid19
[2185] ãƒ
[1699] ç
[1491] mask
[1199] cdcgov
[1142] covid
[1064] wear
[1041] ÿæÿ
[1027] 19

Top Words in Tweet in G1:
[1052] cdcgov
[1024] #covid19
[1001] mask
[637] wear
[610] public
[580] help
[476] spread
[438] stay
[427] use
[423] away

Top Words in Tweet in G2:
[211] 19
[208] covid
[163] ncov
[129] æ
[124] ãƒ
[119] cdc
[100] #covid19
[80] 2019
[79] more
[72] ç

Top Words in Tweet in G3:
[1268] æ
[915] ãƒ
[776] ç
[673] ibaraki_kouhou
[623] ÿæÿ
[621] ÿã
[443] ºèª
[378] #新型コロナウイルス
[378] 感染症情報
[378] 本日

Top Words in Tweet in G4:
[218] sanidadgob
[198] #covid19
[137] medidas
[108] saludpublicaes
[104] manos
[102] higiene
[101] importantes
[101] podemos
[101] tomar
[101] evitar

Top Words in Tweet in G5:
[284] interesting
[279] one
[275] ballouxfrancois
[275] #covid19
[274] very
[274] daily
[274] reports
[274] analyses
[274] spanish
[274] gov

Top Words in Tweet in G6:
[328] wear
[274] surgeon_general
[269] mask
[239] help
[180] #covid19
[159] public
[119] spread
[118] prevent
[114] masks
[113] widely

Top Words in Tweet in G7:
[57] æ
[33] ç
[31] realdonaldtrump
[21] æµ
[16] cdc
[11] roccogalatilaw
[11] covid
[10] evidence
[9] 2019
[9] ncov

Top Words in Tweet in G8:
[106] 2020
[102] kenmomd
[95] cov
[94] 新型コロナウイルスsars
[94] 2のゲノム分子疫学調査2
[93] nextrainで見れるゲノム配列の変化
[93] 日本は5月下旬以降の登録がないことに注意
[93] 4月以降欧州系統が中心に
[93] 国立感染症研究所
[17] ç

Top Words in Tweet in G9:
[110] 19
[107] sars
[107] cov
[106] nature
[105] chadox1
[105] ncov
[104] vaccine
[104] against
[104] currently
[104] undergoing

Top Words in Tweet in G10:
[45] healthgovau
[43] coronavirus
[36] #covid19
[31] daily
[31] infographic
[31] provides
[31] quick
[31] view
[31] current
[31] situation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[853] wear,mask
[850] æ,ÿæÿ
[807] covid,19
[588] ÿæÿ,ç
[557] spread,#covid19
[532] ãƒ,ãƒ
[524] ãƒ,ペã
[518] ペã,ãƒ
[516] ãƒ,æ
[501] åž,ãƒ

Top Word Pairs in Tweet in G1:
[546] wear,mask
[394] stay,feet
[386] spread,#covid19
[364] mask,public
[363] mask,wear
[363] public,setting
[363] setting,especially
[360] especially,difficult
[360] difficult,stay
[358] wondering,use

Top Word Pairs in Tweet in G2:
[187] covid,19
[63] 2019,ncov
[46] ãƒ,ãƒ
[41] learn,more
[27] sars,cov
[20] æ,ÿæÿ
[20] face,coverings
[20] cloth,face
[18] risk,severe
[18] severe,illness

Top Word Pairs in Tweet in G3:
[470] æ,ÿæÿ
[469] ÿæÿ,ç
[378] #新型コロナウイルス,感染症情報
[375] ibaraki_kouhou,#新型コロナウイルス
[314] åž,ãƒ
[314] ãƒ,ペã
[314] ペã,ãƒ
[314] ãƒ,æ
[313] ºèª,œã
[311] ç,æ

Top Word Pairs in Tweet in G4:
[101] higiene,manos
[101] manos,medidas
[101] medidas,importantes
[101] importantes,podemos
[101] podemos,tomar
[101] tomar,evitar
[101] evitar,enfermarnos
[101] enfermarnos,transmitir
[99] sanidadgob,higiene
[94] transmitir,microb

Top Word Pairs in Tweet in G5:
[274] very,interesting
[274] interesting,#covid19
[274] #covid19,daily
[274] daily,reports
[274] reports,analyses
[274] analyses,spanish
[274] spanish,gov
[274] gov,one
[274] one,intriguing
[274] intriguing,slides

Top Word Pairs in Tweet in G6:
[260] wear,mask
[118] help,prevent
[118] prevent,spread
[114] spread,#covid19
[113] masks,help
[113] #covid19,widely
[113] widely,used
[113] used,public
[113] public,wear
[113] mask,help

Top Word Pairs in Tweet in G7:
[18] æ,æ
[18] ç,æ
[15] æ,æµ
[9] 2019,ncov
[9] ç,ç
[7] case,detection
[6] brief,summary
[6] summary,evidence
[6] evidence,lab
[6] lab,made

Top Word Pairs in Tweet in G8:
[94] 新型コロナウイルスsars,cov
[94] cov,2のゲノム分子疫学調査2
[94] 2のゲノム分子疫学調査2,2020
[93] nextrainで見れるゲノム配列の変化,日本は5月下旬以降の登録がないことに注意
[93] 日本は5月下旬以降の登録がないことに注意,4月以降欧州系統が中心に
[93] 4月以降欧州系統が中心に,国立感染症研究所
[93] 国立感染症研究所,新型コロナウイルスsars
[92] kenmomd,nextrainで見れるゲノム配列の変化
[12] nextstrain,narrative
[12] narrative,新型コロナウイルス拡散の遺伝的解析と状況報告

Top Word Pairs in Tweet in G9:
[107] sars,cov
[105] chadox1,ncov
[105] ncov,19
[104] 19,vaccine
[104] vaccine,against
[104] against,sars
[104] cov,currently
[104] currently,undergoing
[104] undergoing,human
[104] human,clinical

Top Word Pairs in Tweet in G10:
[31] daily,infographic
[31] infographic,provides
[31] provides,quick
[31] quick,view
[31] view,current
[31] current,coronavirus
[31] coronavirus,#covid19
[31] #covid19,situation
[31] situation,australia
[28] healthgovau,daily

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@carusorogeriomd
@realdonaldtrump
@alyssa_milano
@z_mutoh
@cbsnews
@nygovcuomo
@ethicalskeptic
@aoc
@montag1790

Top Replied-To in G1:
@cdcgov
@jljcolorado
@retrocrone

Top Replied-To in G2:

Top Replied-To in G3:
@ibaraki_kouhou
@kinoko_bustos

Top Replied-To in G4:
@lame72335711
@quiquepeinado

Top Replied-To in G5:
@kikollan
@deadmantweetin1
@ricpuglisi
@redouad
@ganeshran
@patrick11948725

Top Replied-To in G6:
@cdcgov
@infnsanity
@independent
@raniakhalek
@lordstigr

Top Replied-To in G7:
@realdonaldtrump
@nickpacilio
@pjlpatriot
@agnesegandolfo
@patfendel
@gondor259
@stephster71
@mistyrn149
@billgertz
@lovelykitten_lg

Top Replied-To in G8:
@nana7770214
@abofan
@kyoshimine

Top Replied-To in G9:
@dhanyatweets
@opk15om
@nature

Top Replied-To in G10:
@toddmpollack
@billybostickson
@piccolbo
@shazzacook

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@ibaraki_kouhou
@surgeon_general
@cdcdirector
@ballouxfrancois
@sanidadgob
@cdcemergency
@saludpublicaes
@kenmomd
@nature

Top Mentioned in G1:
@cdcgov
@cdcdirector
@cdcemergency
@cdctravel
@hhsgov
@surgeon_general
@depsechargan
@repescobar
@minorityhealth
@niosh

Top Mentioned in G2:
@coronavirush24
@schaechterle
@localnotail
@_alfre_
@dagb85
@jannaramazanov1

Top Mentioned in G3:
@ibaraki_kouhou
@k_ooigawa
@covid_19_covid
@hoshidakoji
@kouhou_mito
@wata_ibamemo

Top Mentioned in G4:
@sanidadgob
@saludpublicaes
@desdelamoncloa
@mitmagob
@pnsdgob
@cdcgov
@joancayla
@dodwhinsec
@cdcemergency
@xavierabadmdg

Top Mentioned in G5:
@ballouxfrancois
@bristoliver
@youyanggu
@chgefaell
@curiousfoolish
@rwarehall
@jetsmaineman
@depsechargan
@ourworldindata
@anshul__k

Top Mentioned in G6:
@surgeon_general
@cdcgov
@narashino_ei
@houstontx
@cookcohealth
@cdcdirector
@cdctravel
@cdcemergency
@housedemocrats

Top Mentioned in G7:
@realdonaldtrump
@roccogalatilaw
@teamtrump
@stephster71
@potus
@vaccinechoiceca
@pjlpatriot
@whitehouse
@med1cinewoman
@marcorubio

Top Mentioned in G8:
@kenmomd
@minatonakazawa
@kyoshimine
@sunasaji
@ib3i6gzkg8ur8t4
@threepinner1
@takanoriida
@hidekih
@hellotv14
@ikedanob

Top Mentioned in G9:
@nature
@who
@opk15om
@doctorsoumya
@acjindia
@ballouxfrancois
@cdctravel

Top Mentioned in G10:
@healthgovau
@giselleongnews
@erictopol
@toddmpollack
@billybostickson
@gnews202064
@jhusystems
@valsadie
@realadrianbond
@jcperezcodex

Top Tweeters
Top Tweeters in Entire Graph:
@kakusan_rt
@hjlv2378
@dichristine
@federicoalves
@s9tmt
@robre62
@lopezgovlaw
@littlebytesnews
@syuu1228
@joefreedomlove

Top Tweeters in G1:
@s9tmt
@joefreedomlove
@rjber15
@coopmike48
@bkindngood
@mccarrenbill
@bellesapepper37
@rosenchild
@marthalynneowe1
@hijcp

Top Tweeters in G2:
@toicitiesnews
@angelakorras
@unlewis
@kirikami
@didaclopez
@golos_ukraine
@kanna07409
@oobaakiru
@fox5atlanta
@grumpyyetamusin

Top Tweeters in G3:
@westinghouse565
@amzkhb
@himagine_no9
@akabeko_kanaha
@noel_hasui
@zyoushou
@y_okada_6_8
@sgr_kn
@ryuuku330
@yoko1_1_1

Top Tweeters in G4:
@ridermarina
@nusagatero
@frioacero
@marisaparrilla
@lomejordemadrid
@meme_montero
@937908mcm
@a3noticias
@rafaellealsalaz
@enedina37049621

Top Tweeters in G5:
@njdoc
@noybsk2017
@suepeac
@4annegs
@metz_chance
@josmirek
@ricpuglisi
@50linesonly
@jslate__
@jumppa

Top Tweeters in G6:
@federicoalves
@independent
@solusnan1
@mstepczyk
@edgardogarciasa
@bmlewis2
@wadakashiho
@stormyvnv
@nanaoxford
@moveprofphd

Top Tweeters in G7:
@viriyabot
@_reaalamerican_
@funder
@benktallmadge
@thedemcoalition
@jackposobiec
@grantstern
@news_8
@dvillella
@matthewjshow

Top Tweeters in G8:
@kakusan_rt
@cao58020
@gooochin
@noriesun
@cordwainerscat
@yunishio
@uchida_kawasaki
@haltaq
@suisei214
@jun_sky_0610

Top Tweeters in G9:
@_redfrog
@tt85207533
@tothur
@scitechmachine
@chabis_ch
@jjibarias
@gracedunlop1
@johnsears2077
@le_heureux
@caroline_lapage

Top Tweeters in G10:
@dichristine
@valsadie
@yamilesofia
@demiurgotuiter
@bprophetable
@wordfinga
@crazyrichjason
@barbl219
@jeannefisher17
@drgnfly207


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