SARS-NCOV, Twitter, 4/8/2020 3:58:15 PM, 224625


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SARS-NCOV_2020-04-08_01-46-37.xlsx
SARS-NCOV_2020-04-08_01-46-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3e7QEgL
@earl_med_tw
@inscolombia
@salutcat
@sendaitribune
@krmtroysuryo2
@who
@kiccy7777
@kirikami
@cdcgov
@sjsantaeugenia

Top hashtags:
#coronavirus
#covid19
#sars
#sars_cov_2
#canalsalut
#covid_19
#joactuo
#covid
#ncov
#sarscov2

Description:
Description
The graph represents a network of 5,621 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 Wednesday, 08 April 2020 at 08:47 UTC.

The requested start date was Wednesday, 08 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 23-minute period from Wednesday, 25 March 2020 at 08:04 UTC to Tuesday, 07 April 2020 at 10:27 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 : 5621
Unique Edges : 5662
Edges With Duplicates : 812
Total Edges : 6474
Number of Edge Types : 4
Tweet : 1002
MentionsInRetweet : 3830
Mentions : 1049
Replies to : 593
Self-Loops : 1002
Reciprocated Vertex Pair Ratio : 0.00822400626590954
Reciprocated Edge Ratio : 0.0163138473489998
Connected Components : 1144
Single-Vertex Connected Components : 483
Maximum Vertices in a Connected Component : 606
Maximum Edges in a Connected Component : 655
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.032425
Graph Density : 0.000162994515356432
Modularity : 0.827953
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 5,621 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 Wednesday, 08 April 2020 at 08:47 UTC.

The requested start date was Wednesday, 08 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 2-hour, 23-minute period from Wednesday, 25 March 2020 at 08:04 UTC to Tuesday, 07 April 2020 at 10:27 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:
[468] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html?fbclid=IwAR1BcE7oYMsv1UCFFapFFgtIfJlNj2xlc9JFa-fqZQjJfHe9qNy4usw-CNU
[338] https://nextstrain.org/ncov
[108] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[97] https://twitter.com/narumin500/status/1243754027050913792
[43] https://docs.google.com/document/d/1ls874C1fl8EBj9YdAPsj0fLzPG2QjlQDoNSIwDvQdGU/edit?usp=sharing
[38] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html
[34] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/campanya-jo-actuo/voluntariat/
[33] https://en.nhandan.org.vn/society/item/8380802-vietnam-confident-in-treating-ncov-infections-successfully-health-official.html
[29] OR
[21] https://nextstrain.org/ncov?p=grid

Top URLs in Tweet in G1:
[445] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html?fbclid=IwAR1BcE7oYMsv1UCFFapFFgtIfJlNj2xlc9JFa-fqZQjJfHe9qNy4usw-CNU
[3] https://togetter.com/li/1479651
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html
[3] https://hamodia.com/2020/03/30/coronavirus-small-mutations-now-8-strains-doctors-say/
[2] https://pubpeer.com/publications/3B1F9EAD4982C64445A60F5E83CCFE
[2] https://www.sysmex.co.jp/news/2020/pdf/200327.pdf
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html?fbclid=IwAR07kX-4fezG-M3qFlSF9_mPHxoeeUvdojVfAoPeNFnpNEPJUPuN2pdirQI
[1] https://ja.wikipedia.org/wiki/2019%E6%96%B0%E5%9E%8B%E3%82%B3%E3%83%AD%E3%83%8A%E3%82%A6%E3%82%A4%E3%83%AB%E3%82%B9#%E5%90%8D%E7%A7%B0
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html?fbclid=IwAR042yi4AIbUDsYccrYIg2-PTqm6gM-e110X3Fpomex1hkhlw6UqztYRFaQ
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b5577433f555e2130674d20397d5e202f59&location_id=4683837702608669410&signature=148198f34cc09a92eef285ab06e07d460915180f3f8e67f61fd313447897aa72

Top URLs in Tweet in G2:
[23] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html
[16] https://nextstrain.org/ncov
[13] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/9520-covid19-16.html?fbclid=IwAR1BcE7oYMsv1UCFFapFFgtIfJlNj2xlc9JFa-fqZQjJfHe9qNy4usw-CNU
[13] https://mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/situacionActual.htm
[7] http://ClinicalTrials.gov
[5] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/coronavirus-diabetis.pdf
[5] https://soundcloud.com/user-275864738/viral-counterpoint-of-the-coronavirus-spike-protein-2019-ncov
[4] OR
[4] https://www.epa.gov/pesticide-registration/list-n-disinfectants-use-against-sars-cov-2
[3] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/summary.html

Top URLs in Tweet in G3:
[284] https://nextstrain.org/ncov
[9] https://nextstrain.org/
[1] https://nextstrain.org/ncov?f_country=Colombia&f_region=South%20America&p=grid&r=country

Top URLs in Tweet in G4:
[99] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[4] https://www.bancsang.net/blog/noves-mesures-prevencio-seguretat-als-espais-donacio/
[4] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/coronavirus-diabetis.pdf
[4] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/mesures-contencio-compra-aliments.pdf
[3] http://canalsalut.gencat.cat/ca/detalls/noticia/2020-03-18-atencio-no-presencial-lamevasalut
[3] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/confinament-gent-gran.pdf
[3] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/collabora-amb-el-sistema-de-salut/
[3] http://acsa.gencat.cat/ca/seguretat_alimentaria/mesures-de-contencio-de-la-transmissio-de-covid-19-/recomanacions-per-a-la-ciutadania/recomanacions-per-anar-a-fer-la-compra-daliments/
[3] http://acsa.gencat.cat/ca/seguretat_alimentaria/consells_sobre_seguretat_alimentaria/el-rentat-de-mans/
[3] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/desinfeccio-vegetals.pdf

Top URLs in Tweet in G5:
[1] https://twitter.com/budimandjatmiko/status/1243252170981404672

Top URLs in Tweet in G6:
[1] https://tiny.cc/eh62lz

Top URLs in Tweet in G7:
[97] https://twitter.com/narumin500/status/1243754027050913792
[2] https://twitter.com/tanakh/status/1244196868197740552
[1] https://www.mhlw.go.jp/toukei/saikin/hw/jinkou/suii09/deth8.html
[1] https://twitter.com/willyoes/status/1243233201960685569
[1] https://this.kiji.is/614772532383073377
[1] https://twitter.com/prime_research1/status/1245761100785668096
[1] https://twitter.com/coindesugi/status/1245476525937274880
[1] https://twitter.com/Jackilion/status/1247094760814379009
[1] https://twitter.com/prime_research1/status/1247100238281592834
[1] http://www.med.oita-u.ac.jp/infectnet/SARS/SARS_report_00567.html

Top URLs in Tweet in G9:
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/therapeutic-options.html
[3] https://www.ncbi.nlm.nih.gov/pubmed/32143123
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-guidance-management-patients.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/about/testing.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/summary.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover.html
[2] https://twitter.com/HLGatell/status/1245549097597177857
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/rt-pcr-panel-primer-probes.html
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov/solidarity-clinical-trial-for-covid-19-treatments
[1] https://www.nbc29.com/2020/03/13/us-flu-death-toll-hits-k-hospitalization-rates-high-children-young-adults/

Top URLs in Tweet in G10:
[13] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/842882-stability-of-sars-cov-2-in-different-environmental-conditions
[7] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/841412-study-on-sars-cov-2-transmission-and-the-effects-of-control-measures-in-china
[7] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/830008-the-proximal-origin-of-sars-cov-2#post842709
[6] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/842032-sars-cov-2-infection-in-86-healthcare-workers-in-two-dutch-hospitals-in-march-2020
[3] https://nextstrain.org/ncov/zh?fbclid=IwAR0zd5IHy_qYMjpgEUT5cixNLFzQfwKUbyRJfJXmsmuGTI11Itc0lHVlzhY
[3] http://www.ox.ac.uk/news/2020-02-07-oxford-team-begin-novel-coronavirus-vaccine-research
[3] https://nextstrain.org/ncov/2020-03-27?animate=2019-12-05,2020-03-30,0,0,30000
[2] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/china-2019-ncov/821830-china-original-2019-ncov-news-thread-weeks-1-4-december-30-2019-january-25-2020/page2#post821902
[2] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/841129-j-infect-the-index-case-of-sars-cov-2-in-scotland-a-case-report
[2] https://youtube.com/watch?v=eP0bfBQ6zzc


Top Domains
Top Domains in Tweet in Entire Graph:
[537] go.jp
[406] nextstrain.org
[204] gencat.cat
[201] twitter.com
[153] cdc.gov
[99] gob.es
[70] nih.gov
[54] google.com
[46] flutrackers.com
[33] org.vn

Top Domains in Tweet in G1:
[450] go.jp
[3] togetter.com
[3] hamodia.com
[2] pubpeer.com
[2] co.jp
[1] wikipedia.org
[1] ne.jp
[1] nextstrain.org
[1] bgi.com

Top Domains in Tweet in G2:
[44] go.jp
[34] twitter.com
[32] cdc.gov
[23] nextstrain.org
[18] gob.es
[15] nih.gov
[13] gencat.cat
[10] nature.com
[10] behecare.com
[8] who.int

Top Domains in Tweet in G3:
[294] nextstrain.org

Top Domains in Tweet in G4:
[143] gencat.cat
[4] bancsang.net
[2] bit.ly
[2] vallhebron.com
[1] icsmetropolitananord.cat
[1] hospitalgermanstrias.cat

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] tiny.cc

Top Domains in Tweet in G7:
[107] twitter.com
[1] go.jp
[1] kiji.is
[1] ac.jp
[1] saraya.com

Top Domains in Tweet in G9:
[20] cdc.gov
[5] twitter.com
[3] nih.gov
[2] who.int
[1] nbc29.com
[1] osf.io
[1] wordpress.com
[1] flutrackers.com

Top Domains in Tweet in G10:
[42] flutrackers.com
[6] nextstrain.org
[4] clinicaltrials.gov
[3] ac.uk
[2] youtube.com
[2] businessinsider.sg
[1] physiciansforinformedconsent.org
[1] cdc.gov
[1] bit.ly
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[617] coronavirus
[346] covid19
[114] sars
[108] sars_cov_2
[91] canalsalut
[80] covid_19
[72] joactuo
[68] covid
[61] ncov
[57] sarscov2



Top Hashtags in Tweet in G1:
[2] sarscov2
[1] ポロイル博士

Top Hashtags in Tweet in G2:
[77] covid19
[72] coronavirus
[59] sars_cov_2
[28] ncov
[24] covid_19
[22] sarscov2
[21] covid
[16] corona
[14] virus
[13] novelcoronavirus

Top Hashtags in Tweet in G3:
[9] sars_cov_2

Top Hashtags in Tweet in G4:
[313] coronavirus
[78] canalsalut
[72] joactuo
[39] joemquedoacasa
[29] diabetis
[14] emquedoacasa
[12] ensensortirem
[8] mataró
[8] caplallàntia
[6] covid19

Top Hashtags in Tweet in G6:
[3] covid19

Top Hashtags in Tweet in G9:
[6] covid19
[5] sars_cov_2
[4] sars
[3] covidー19
[3] sarscov19
[3] water
[2] coronavirus
[2] flattenthecurve
[2] stayhome
[2] socialdistancing

Top Hashtags in Tweet in G10:
[44] coronavirus
[24] covid_19
[13] covid19
[9] sars
[3] sars_cov_2
[3] sarscov2
[3] 2019ncov
[3] 2019_ncov
[3] jawaroogambian
[3] jawaroo

Top Words
Top Words in Tweet in Entire Graph:
[1043] Words in Sentiment List#1: Positive
[2228] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[118653] Non-categorized Words
[121924] Total Words
[3591] sars
[2724] cov
[1753] ncov
[1113] 2019
[966] 19

Top Words in Tweet in G1:
[524] イムノクロマト法
[522] 迅速簡易検出法
[511] cov
[496] による血中抗sars
[496] 2抗体の評価
[443] 国立感染症研究所
[442] なんか某クリニックが新型コロナウイルスのigm
[441] earl_med_tw
[441] iggイムノクロマトグラフィーやってるみたいなんで
[47] 発症6日後までのcovid

Top Words in Tweet in G2:
[461] sars
[370] cov
[321] ncov
[274] 2019
[203] 19
[198] covid
[191] coronavirus
[113] virus
[106] ãƒ
[77] #covid19

Top Words in Tweet in G3:
[294] colombia
[284] inscolombia
[284] datos
[284] sars
[284] cov2
[284] circulante
[284] suman
[284] iniciativas
[281] genã
[281] ticos

Top Words in Tweet in G4:
[385] sars
[385] cov
[322] salutcat
[313] #coronavirus
[249] informació
[146] tota
[99] altres
[99] llengües
[94] amazic
[94] armeni

Top Words in Tweet in G5:
[214] sars
[214] cov
[214] yg
[213] 3x
[213] lagi2
[213] namanya
[213] bodoman
[213] tulisan
[213] th
[213] 2007

Top Words in Tweet in G6:
[132] using
[132] computational
[132] analysis
[132] modeling
[132] behavior
[132] molecule
[132] computer
[132] worked
[132] probable
[132] mechanism

Top Words in Tweet in G7:
[176] sars
[176] ncov
[164] prime_research1
[111] 19
[110] covid
[97] bad
[97] practice
[97] government
[97] office
[97] effect

Top Words in Tweet in G8:
[202] sars
[105] 2002
[105] 2005
[105] bird
[105] flu
[105] 2009
[105] swine
[105] 2012
[105] mers
[105] 2014

Top Words in Tweet in G9:
[45] sars
[29] cov
[21] 2019
[21] cdcgov
[20] covid
[19] coronavirus
[19] ncov
[18] 19
[8] disease
[7] against

Top Words in Tweet in G10:
[89] sars
[88] cov
[44] #coronavirus
[42] coronavirus
[36] gertvanderhoek
[24] research
[24] ncov
[22] protein
[21] china
[21] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1925] sars,cov
[761] covid,19
[750] sars,ncov
[709] 2019,ncov
[619] 迅速簡易検出法,イムノクロマト法
[590] イムノクロマト法,による血中抗sars
[586] cov,2抗体の評価
[583] による血中抗sars,cov
[450] 2抗体の評価,国立感染症研究所
[447] 国立感染症研究所,なんか某クリニックが新型コロナウイルスのigm

Top Word Pairs in Tweet in G1:
[522] 迅速簡易検出法,イムノクロマト法
[496] イムノクロマト法,による血中抗sars
[496] による血中抗sars,cov
[496] cov,2抗体の評価
[443] 2抗体の評価,国立感染症研究所
[442] 国立感染症研究所,なんか某クリニックが新型コロナウイルスのigm
[441] earl_med_tw,迅速簡易検出法
[441] なんか某クリニックが新型コロナウイルスのigm,iggイムノクロマトグラフィーやってるみたいなんで
[46] 2抗体の評価,残念ながら
[46] 残念ながら,発症6日後までのcovid

Top Word Pairs in Tweet in G2:
[278] sars,cov
[187] 2019,ncov
[169] covid,19
[66] sars,ncov
[51] ãƒ,ãƒ
[48] novel,coronavirus
[41] 迅速簡易検出法,イムノクロマト法
[40] イムノクロマト法,による血中抗sars
[38] による血中抗sars,cov
[38] cov,2抗体の評価

Top Word Pairs in Tweet in G3:
[284] sars,cov2
[284] cov2,circulante
[284] circulante,colombia
[284] colombia,suman
[284] suman,iniciativas
[283] inscolombia,datos
[281] datos,genã
[281] genã,ticos
[281] ticos,sars
[280] iniciativas,reconstruyâ

Top Word Pairs in Tweet in G4:
[385] sars,cov
[311] #coronavirus,sars
[107] tota,informació
[99] informació,#coronavirus
[99] cov,altres
[99] altres,llengües
[94] llengües,amazic
[94] amazic,armeni
[94] armeni,akan
[94] akan,àrab

Top Word Pairs in Tweet in G5:
[214] sars,cov
[213] 3x,lagi2
[213] lagi2,namanya
[213] namanya,bodoman
[213] bodoman,tulisan
[213] tulisan,th
[213] th,2007
[213] 2007,tsb
[213] tsb,menjelaskan
[213] menjelaskan,soal

Top Word Pairs in Tweet in G6:
[132] using,computational
[132] computational,analysis
[132] analysis,modeling
[132] modeling,behavior
[132] behavior,molecule
[132] molecule,computer
[132] computer,worked
[132] worked,probable
[132] probable,mechanism
[131] yishan,using

Top Word Pairs in Tweet in G7:
[176] sars,ncov
[111] 19,sars
[110] covid,19
[97] ncov,bad
[97] bad,practice
[97] practice,government
[97] government,office
[97] office,effect
[96] prime_research1,covid
[93] effect,confiâ

Top Word Pairs in Tweet in G8:
[105] 2002,sars
[105] sars,2005
[105] 2005,bird
[105] bird,flu
[105] flu,2009
[105] 2009,swine
[105] swine,2012
[105] 2012,mers
[105] mers,2014
[97] 2014,ebola

Top Word Pairs in Tweet in G9:
[24] sars,cov
[18] covid,19
[13] 2019,ncov
[7] coronavirus,disease
[7] disease,2019
[7] 2019,covid
[6] coronavirus,sars
[5] against,sars
[4] 19,cdcgov
[4] activity,against

Top Word Pairs in Tweet in G10:
[80] sars,cov
[15] ipak,research
[15] research,motif
[15] motif,pathogenicity
[15] pathogenicity,typing
[15] typing,sars
[15] cov,coronavirus
[15] coronavirus,contain
[15] contain,unique
[14] lifebiomedguru,ipak

Top Replied-To
Top Replied-To in Entire Graph:
@jaqieversteeg
@10downingstreet
@electcdavis
@sanidadgob
@salutcat
@truthbe53952128
@thehill
@hlgatell
@44chelovek
@latimes

Top Replied-To in G4:
@salutcat

Top Replied-To in G6:
@j082298

Top Replied-To in G7:
@katsuyatakasu
@narumin500
@nhk_seikatsu
@willyoes
@nhk_news
@jackilion
@masatheman

Top Replied-To in G9:
@hlgatell
@who
@thucydidestried
@opsoms
@un
@smyrna352
@sunavarol_
@muhaliffrida
@yilmazsozcu
@why1905_

Top Replied-To in G10:
@ezraelani

Top Mentioned
Top Mentioned in Entire Graph:
@earl_med_tw
@salutcat
@inscolombia
@krmtroysuryo2
@prime_research1
@yishan
@parveenkaswan
@maki_setsuna
@narumin500
@rebeccarambar

Top Mentioned in G1:
@earl_med_tw
@sendaitribune
@kiccy7777
@glasscatfish
@kenken_icmt
@poyo_f
@naohaq
@yutakashino
@smc_osaka
@uraurag3

Top Mentioned in G3:
@inscolombia
@virolcolombia

Top Mentioned in G4:
@salutcat
@hgermanstrias
@icsmaresme
@donarsang
@sapbadalona
@icssantacoloma
@matarocat
@vallhebron
@diariara
@aferssocialscat

Top Mentioned in G5:
@krmtroysuryo2

Top Mentioned in G6:
@yishan
@emedtox
@1gigisims

Top Mentioned in G7:
@prime_research1
@maki_setsuna
@narumin500

Top Mentioned in G8:
@parveenkaswan

Top Mentioned in G9:
@cdcgov
@who
@hlgatell
@un
@aub_fafs
@mohtarrabi
@dr_ikassem
@us_fda
@rihospital
@joeysalads

Top Mentioned in G10:
@gertvanderhoek
@flutrackers
@lifebiomedguru
@thermofisher
@picphysicians
@uniofoxford
@sarscov2science
@careyyangphd
@florindanpopesq
@annacutts4

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@rlthingy
@lennaleprena
@matiere
@zerglinator
@defendressofsan
@teshawnedmonds
@baarahk
@nenoriega5
@showark

Top Tweeters in G1:
@matiere
@monocat33
@akane_kawahata
@citrus_kyoto
@ishida5235
@fusasippona
@noriesun
@fussoo_moe
@takawata19
@kirikami

Top Tweeters in G2:
@defendressofsan
@gooochin
@riwired
@matbo2
@hiroo
@misondroid
@osakakyoto_0825
@curuncuncunio
@rt_luckdragon
@godzillaslays65

Top Tweeters in G3:
@nenoriega5
@manoloparis_
@orlando_garnica
@laabundancia171
@ricardocipago
@jagavalle
@cmarcafederal
@diebera
@alfredoa271
@aemon3428

Top Tweeters in G4:
@rjstrikers
@josoccdrpedroga
@diariara
@isaac__am
@pili_stage
@clio_deries
@dabitxopiston
@paucazorla
@drehgestell
@sagal62

Top Tweeters in G5:
@sukatanyaj
@toranaga3000
@beautydyah
@elmirakid
@dannydhe
@umam_chaerul
@pradityabeni
@trinugroho162
@donadam68
@arena51

Top Tweeters in G6:
@netminnow
@gaetasusan
@rickysi16087724
@overhead440
@rnd1622
@4est2j
@aaroque2016
@sursmi
@mcarsonaos
@tkinder

Top Tweeters in G7:
@nhk_news
@narumin500
@maki_setsuna
@katsuyatakasu
@nhk_seikatsu
@masatheman
@willyoes
@prime_research1
@jackilion
@itsfrlewis

Top Tweeters in G8:
@avinash_mailme
@being_tiger_
@nayayoungindia
@aksinhaster
@sane_voices
@icedtea28
@puneethnaag98
@ritujoshi_
@manojk679
@sanjayshedge2

Top Tweeters in G9:
@roxann_minerals
@mailonline
@nytimesworld
@dailymailuk
@gonzaalezcamilo
@mrharrycole
@pinkypie41
@thucydidestried
@brandoniswhoiam
@aqualyra

Top Tweeters in G10:
@ungubunugu1274
@magicdmw
@bearingtruth
@seki_yo
@baronianconsult
@nomoreelitists
@lydia91436965
@ezraelani
@doritmi
@benhaygood


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