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NCoV_2023-03-03_02-08-55.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2023
Short Description:
NCoV via NodeXL PERMANENTLY_REMOVED
@elonmusk
@_2019_ncov
@who
@alx
@cdcgov
@drtomfrieden
@realtimecovid19
@tomaspueyo
@drelidavid
@ole_jackd

Top hashtags:
#新型コロナウイルス感染症情報
#covid19
#covid_19
#hepatiteautoimune
#longcovid
#coronavirus
#코로나19
#예방접종
#기초접종
#covid

Description:
Description
The graph represents a network of 5,029 Twitter users whose recent tweets contained "NCoV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 10:13 UTC.

The tweets in the network were tweeted over the 3569-day, 8-hour, 13-minute period from Friday, 24 May 2013 at 16:33 UTC to Friday, 03 March 2023 at 00:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5029
Unique Edges : 3523
Edges With Duplicates : 14280
Total Edges : 17803
Number of Edge Types : 9
MentionsInReplyTo : 6917
Replies to : 1901
Retweet : 3201
MentionsInRetweet : 4401
MentionsInQuote : 152
Mentions : 205
Tweet : 688
Quote : 63
MentionsInQuoteReply : 275
Self-Loops : 1174
Reciprocated Vertex Pair Ratio : 0.0571630204657728
Reciprocated Edge Ratio : 0.108144192256342
Connected Components : 576
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 2630
Maximum Edges in a Connected Component : 11225
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.659608
Graph Density : 0.000296213544575907
Modularity : 0.392133
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,029 Twitter users whose recent tweets contained "NCoV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 10:13 UTC.

The tweets in the network were tweeted over the 3569-day, 8-hour, 13-minute period from Friday, 24 May 2013 at 16:33 UTC to Friday, 03 March 2023 at 00:47 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[399] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[117] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[117] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html#suii
[110] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[50] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[30] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[27] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[27] https://www.sciencedirect.com/science/article/pii/S0168827822002343
[27] https://www.theepochtimes.com/congress-prepares-to-investigate-covid-19-vaccines_5073380.html?utm_source=morningbriefnoe&src_src=morningbriefnoe&utm_campaign=mb-2023-02-23&src_cmp=mb-2023-02-23&utm_medium=email&est=m54%2FFb7dqQV6Fj%2BwcW7rVe%2FFL9fXpqfs6XOP2g2t76w7mI8MtPDLWE%2FspNkCGqkCn0TCqXjD5KH%2F
[26] https://newspunch.com/germany-declares-mrna-jabs-are-deadliest-vaccines-in-history/

Top URLs in Tweet in G1:
[15] https://twitter.com/MoreauMarieHln1/status/1628312839491387394/photo/1
[8] https://twitter.com/Sebastien7778/status/1629022049124421632/photo/1
[6] https://twitter.com/bigdav25597197/status/1629756428998127617/video/1
[4] https://twitter.com/_2019_nCoV/status/1629570733801193475/photo/1
[4] https://twitter.com/GaelianPrincess/status/1629588351773732865/photo/1
[3] https://twitter.com/stephan75650342/status/1628506535499296771/photo/1
[3] https://twitter.com/AmeFCNImFCN/status/1629647981187137540/photo/1
[2] https://newspunch.com/moderna-us-government-received-400-million-in-mrna-royalty-payments/
[2] https://twitter.com/_2019_nCoV/status/1628487848738402306/photo/1
[2] https://twitter.com/TakeHeight/status/1628319766854131712/photo/1

Top URLs in Tweet in G2:
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/lab/lab-biosafety-guidelines.html
[3] https://twitter.com/CovidSafeNZ/status/1628854711746166784/photo/1
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://cdc.gov/COVID19
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html#when-you-can-get-booster
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/bivalent-boosters.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html

Top URLs in Tweet in G3:
[4] https://twitter.com/flowermusickids/status/1628523019382521858/photo/1
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[3] https://twitter.com/flowermusickids/status/1628533766795800581/photo/1
[2] https://twitter.com/DrTomFrieden/status/1628834444693106690/photo/1
[2] https://twitter.com/flowermusickids/status/1628567767463956481/photo/1
[1] https://yourlocalepidemiologist.substack.com/p/do-masks-work
[1] https://twitter.com/tomaspueyo/status/1630000803141255169
[1] https://twitter.com/tomaspueyo/status/1630000803141255169/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/treatments-for-severe-illness.html
[1] https://www.cdc.gov/training/quicklearns/biosafety/

Top URLs in Tweet in G4:
[13] https://www.cdc.gov/coronavirus/2019-ncov/php/hd-breakthrough.html
[1] https://twitter.com/SHomburg/status/1630249965086810115/photo/1
[1] https://twitter.com/SHomburg/status/1630248827772088320/photo/1
[1] https://twitter.com/SHomburg/status/1630244473040175105/photo/1
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-Policy-brief-Mandatory-vaccination-2022.1
[1] https://www.mdpi.com/2673-6284/10/4/29
[1] https://de.statista.com/statistik/daten/studie/1100818/umfrage/todesfaelle-aufgrund-des-coronavirus-2019-ncov-nach-laendern/
[1] Https://www.cdc.gov/coronavirus/2019-ncov/php/hd-breakthrough.html
[1] https://twitter.com/dhbfjsdn/status/1631010587336491008/photo/1
[1] https://twitter.com/dhbfjsdn/status/1631008287964495872/photo/1

Top URLs in Tweet in G5:
[26] https://www.theepochtimes.com/congress-prepares-to-investigate-covid-19-vaccines_5073380.html?utm_source=morningbriefnoe&src_src=morningbriefnoe&utm_campaign=mb-2023-02-23&src_cmp=mb-2023-02-23&utm_medium=email&est=m54%2FFb7dqQV6Fj%2BwcW7rVe%2FFL9fXpqfs6XOP2g2t76w7mI8MtPDLWE%2FspNkCGqkCn0TCqXjD5KH%2F
[25] https://newspunch.com/germany-declares-mrna-jabs-are-deadliest-vaccines-in-history/
[10] https://newspunch.com/moderna-us-government-received-400-million-in-mrna-royalty-payments/
[4] https://twitter.com/DocAhmadMalik/status/1628352783656054784/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/bivalent-boosters.html
[1] https://twitter.com/andrewbostom/status/1630469324400934912
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html#when-you-can-get-booster
[1] https://twitter.com/Humble_Analysis/status/1629146003566886912
[1] https://twitter.com/JulienM__/status/1601937037501861889/video/1
[1] https://townhall.com/tipsheet/leahbarkoukis/2023/02/22/nyc-selling-unused-covid-gear-for-pennies-on-the-dollar-n2619825

Top URLs in Tweet in G6:
[14] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[8] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[7] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[6] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/covid19-chiba-index.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/your-health/treatments-for-severe-illness.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/index.html

Top URLs in Tweet in G7:
[27] https://www.sciencedirect.com/science/article/pii/S0168827822002343
[4] https://twitter.com/_Jornal_Vitimas/status/1629440939860062208/photo/1
[3] https://twitter.com/_Jornal_Vitimas/status/1629440276128313348/photo/1
[2] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1534834
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://m.facebook.com/story.php?story_fbid=pfbid02MaDMWHpfg6miPGiaFNsv3XbLMcZR5SFc9pJQ6eu1C9z18Aa2nXtNAjycwFgVEE3el&id=100054554615592
[1] https://twitter.com/mpatriabrasil/status/1550805332150173696/photo/1

Top URLs in Tweet in G8:
[6] https://www.fda.gov/media/134922/download#page38
[2] https://twitter.com/Scary7Dr/status/1629313772383764480/photo/1
[2] https://twitter.com/JDCBurnhil/status/1629966865538723840/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/reinfection.html
[1] https://twitter.com/f_kyburz/status/1628229830528450560/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/serology-surveillance/index.html
[1] https://twitter.com/i/web/status/1629313772383764480
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/safety-of-vaccines.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/testing.html

Top URLs in Tweet in G9:
[13] https://www.who.int/publications/i/item/WHO-2019-nCoV-Post-COVID-19-condition-CA-Clinical-case-definition-2023-1
[4] https://www.authorea.com/doi/full/10.22541/au.167653807.71934114
[3] https://www.pbs.org/newshour/health/how-to-use-ventilation-and-air-filtration-to-prevent-the-spread-of-coronavirus-indoors
[3] https://www.youtube.com/watch?v=FhT3X9emqJk&feature=youtu.be

[3] https://twitter.com/drericding/status/1435774765780905984?s=21
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043197/
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[3] https://covidsafeschools.files.wordpress.com/2021/01/7a15d-safeworktfdesigininginfectiousdiseaseresilienceapril2021.pdf
[3] https://twitter.com/thalesnemo/status/1630406700292341760/photo/1
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-Post_COVID-19_condition-Clinical_case_definition-2021.1

Top URLs in Tweet in G10:
[9] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/
[1] https://twitter.com/ministeriosalud/status/1628394183525384201/photo/1
[1] https://twitter.com/ministeriosalud/status/1628757730113585152/photo/1
[1] https://twitter.com/ministeriosalud/status/1629119145206861825/photo/1
[1] https://twitter.com/ministeriosalud/status/1629481360816472064/photo/1
[1] https://twitter.com/ministeriosalud/status/1630228453835558912/photo/1
[1] https://twitter.com/ministeriosalud/status/1630568855201361921/photo/1
[1] https://twitter.com/ministeriosalud/status/1630931104101289986/photo/1
[1] https://twitter.com/ministeriosalud/status/1629843849735544834/photo/1
[1] https://twitter.com/ministeriosalud/status/1631293793013055490/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[918] twitter.com
[806] cdc.gov
[417] ibaraki.jp
[261] lg.jp
[93] recombinomics.co
[80] who.int
[46] tokyo.jp
[40] substack.com
[39] go.kr
[39] go.jp

Top Domains in Tweet in G1:
[180] twitter.com
[7] youtube.com
[5] threadreaderapp.com
[3] newspunch.com
[3] francesoir.fr
[2] pgibertie.com
[2] dailymotion.com
[2] paper.li
[1] derechos.org
[1] lesechos.fr

Top Domains in Tweet in G2:
[50] cdc.gov
[34] twitter.com
[1] vaccines.gov
[1] go.jp
[1] townhall.com
[1] thelancet.com
[1] substack.com
[1] who.int

Top Domains in Tweet in G3:
[13] twitter.com
[9] cdc.gov
[1] substack.com
[1] nextstrain.org

Top Domains in Tweet in G4:
[15] cdc.gov
[6] twitter.com
[1] who.int
[1] mdpi.com
[1] statista.com

Top Domains in Tweet in G5:
[35] newspunch.com
[27] theepochtimes.com
[12] twitter.com
[5] pgibertie.com
[2] cdc.gov
[2] thegatewaypundit.com
[1] townhall.com
[1] euractiv.com
[1] phmpt.org
[1] wikistrike.com

Top Domains in Tweet in G6:
[150] twitter.com
[130] cdc.gov
[93] recombinomics.co
[17] nytimes.com
[15] ibaraki.jp
[13] go.jp
[11] lg.jp
[10] docguide.com
[10] co.jp
[7] who.int

Top Domains in Tweet in G7:
[27] sciencedirect.com
[8] twitter.com
[2] bvsalud.org
[1] cdc.gov
[1] facebook.com

Top Domains in Tweet in G8:
[7] twitter.com
[6] cdc.gov
[6] fda.gov
[1] virological.org
[1] nextstrain.org
[1] wsj.com

Top Domains in Tweet in G9:
[19] who.int
[17] twitter.com
[5] cdc.gov
[5] nih.gov
[4] authorea.com
[3] bvsalud.org
[3] pbs.org
[3] youtube.com
[3] wordpress.com
[2] bmj.com

Top Domains in Tweet in G10:
[10] twitter.com
[9] minsal.cl
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[392] 新型コロナウイルス感染症情報
[289] covid19
[274] covid_19
[145] hepatiteautoimune
[42] longcovid
[29] coronavirus
[23] 코로나19
[23] 예방접종
[23] 기초접종
[22] covid



Top Hashtags in Tweet in G1:
[6] longcovid
[4] covid
[2] poutine
[2] mafiosi
[2] rothschild
[2] covid19
[2] palmade
[2] ukraine
[1] pauvrefrance
[1] corruption

Top Hashtags in Tweet in G2:
[189] covid19
[2] longcovid
[2] vaccine
[1] booster
[1] epic
[1] covid
[1] covid19vaccines
[1] makeaplannc
[1] blackhistorymonth

Top Hashtags in Tweet in G3:
[5] covid19

Top Hashtags in Tweet in G5:
[1] sècheresse
[1] montagnier

Top Hashtags in Tweet in G6:
[23] covid19
[8] covid
[7] cdc
[6] coronavirus
[5] stopthespread
[5] test
[5] longcovid
[4] covid19vaccine
[4] sleeveup
[4] wecandothis

Top Hashtags in Tweet in G7:
[145] hepatiteautoimune
[1] bula
[1] pfizer

Top Hashtags in Tweet in G9:
[11] covid19
[11] longcovid
[6] coronavirus
[5] icymi
[4] idtwitter
[4] clinicaltrial
[2] longcovidkids
[1] pediatriccovid
[1] wuhan
[1] china

Top Hashtags in Tweet in G10:
[273] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[1187] covid
[778] _2019_ncov
[766] cdc
[689] 19
[615] co
[546] casos
[392] qnzux8c1z3
[392] 本日の新規陽性者数
[392] 検査前で症状がある方
[392] 現在の入院者数

Top Words in Tweet in G1:
[706] _2019_ncov
[185] nicolasberrod
[184] v_joron
[183] epiphare
[183] patsurfing
[177] cerdjman
[160] takeheight
[131] lethiecv
[114] c'est
[111] jgalt485

Top Words in Tweet in G2:
[349] cdcgov
[189] #covid19
[157] covid
[151] booster
[137] aged
[129] cdc
[113] updated
[96] long
[96] symptoms
[95] years

Top Words in Tweet in G3:
[214] studies
[183] more
[144] drtomfrieden
[139] masks
[137] cdc
[131] effective
[128] extensive
[128] excellent
[128] review
[128] evidence

Top Words in Tweet in G4:
[218] shomburg
[201] impfeffizienz
[200] trick
[200] mehr
[199] erklärt
[199] immer
[199] benutzt
[199] warum
[199] rki_de
[199] angesprochenen

Top Words in Tweet in G5:
[131] tatiann69922625
[114] julienm__
[91] cdc
[71] ont
[57] plus
[55] nhs
[55] fda
[54] qu'il
[54] depuis
[53] 25

Top Words in Tweet in G6:
[246] covid
[165] ncov
[148] 19
[131] 2019
[96] cases
[95] deaths
[94] increase
[93] recombinomics
[93] inc
[77] 1人

Top Words in Tweet in G7:
[173] hepatite
[172] vacina
[172] provocar
[171] _jornal_vitimas
[145] pesquisa
[145] indica
[145] outra
[145] #hepatiteautoimune
[145] oms
[145] próprio

Top Words in Tweet in G8:
[15] takethatct
[14] abridgen
[12] ncov
[11] 2019
[10] viral
[10] virus
[8] clinical
[8] detection
[8] agent
[8] infectious

Top Words in Tweet in G9:
[60] human
[46] definition
[34] first
[33] evidence
[31] glad
[31] team
[31] assisted
[31] part
[31] pediatric
[31] transmission

Top Words in Tweet in G10:
[546] casos
[273] 64
[273] diario
[273] #covid_19
[273] activos
[273] nuevos
[273] informe
[264] ministeriosalud
[234] fallecidos
[234] registrados

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[587] covid,19
[392] qnzux8c1z3,検査前で症状がある方
[392] 詳細,co
[392] co,qnzux8c1z3
[383] ibaraki_kouhou,#新型コロナウイルス感染症情報
[273] informe,diario
[273] casos,activos
[273] diario,#covid_19
[273] casos,nuevos
[264] ministeriosalud,informe

Top Word Pairs in Tweet in G1:
[183] nicolasberrod,epiphare
[183] epiphare,v_joron
[164] cerdjman,nicolasberrod
[153] patsurfing,cerdjman
[144] takeheight,patsurfing
[74] _2019_ncov,takeheight
[55] v_joron,bernardjomier
[50] lethiecv,_2019_ncov
[43] _2019_ncov,verity_france
[40] grandcapelet,grazianilaetiza

Top Word Pairs in Tweet in G2:
[108] updated,#covid19
[107] #covid19,booster
[95] long,covid
[91] brain,fog
[91] common,symptoms
[91] weeks,passed
[91] shortness,breath
[91] include,fatigue
[91] fog,several
[91] symptoms,long

Top Word Pairs in Tweet in G3:
[128] citing,extensive
[128] cdc,excellent
[128] multiple,studies
[128] excellent,review
[128] extensive,evidence
[128] review,citing
[128] masks,effective
[128] effective,multiple
[128] evidence,masks
[127] drtomfrieden,cdc

Top Word Pairs in Tweet in G4:
[199] warum,trotz
[199] angesprochenen,trick
[199] immer,mehr
[199] trotz,sagenhafter
[199] benutzt,rki_de
[199] impfeffizienz,immer
[199] rki_de,erklärt
[199] sagenhafter,impfeffizienz
[199] tweet,angesprochenen
[199] trick,benutzt

Top Word Pairs in Tweet in G5:
[53] fda,cdc
[52] consults,avc
[52] depuis,déploiement
[52] ont,25
[52] 25,depuis
[52] nhs,ont
[52] cdc,affirment
[52] affirment,qu'il
[52] bien,fda
[52] déploiement,bien

Top Word Pairs in Tweet in G6:
[128] 2019,ncov
[123] covid,19
[93] recombinomics,inc
[93] cases,increase
[93] ncov,recombinomics
[91] covid,cases
[24] sars,cov
[24] learn,more
[20] coronavirus,2019
[16] ncov,19

Top Word Pairs in Tweet in G7:
[145] #hepatiteautoimune,outra
[145] vacina,provocar
[145] oms,alerta
[145] pesquisa,indica
[145] próprio,site
[145] outra,pesquisa
[145] indica,hepatite
[145] site,oms
[145] risco,vacina
[145] provocar,#hepatiteautoimune

Top Word Pairs in Tweet in G8:
[11] 2019,ncov
[8] indicate,presence
[8] agent,clinical
[8] detection,viral
[8] viral,rna
[8] infectious,virus
[8] virus,2019
[8] clinical,symptoms
[8] causative,agent
[8] presence,infectious

Top Word Pairs in Tweet in G9:
[31] team,contributed
[31] first,definition
[31] glad,part
[31] definition,pediatric
[31] develop,first
[31] assisted,develop
[31] contributed,assisted
[31] part,team
[30] human,human
[30] human,transmission

Top Word Pairs in Tweet in G10:
[273] diario,#covid_19
[273] informe,diario
[273] casos,activos
[273] casos,nuevos
[264] ministeriosalud,informe
[234] fallecidos,registrados
[234] registrados,64
[107] activos,fallecidos
[83] #covid_19,marzo
[42] 840,casos

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@lethiecv
@stephan75650342
@jgalt485
@55bellechasse
@fannylaurent27
@takeheight
@roper_lab
@1965rayban
@bzblues1

Top Replied-To in G1:
@_2019_ncov
@lethiecv
@stephan75650342
@jgalt485
@55bellechasse
@fannylaurent27
@takeheight
@flaydeni
@etincel82905498
@yvespdb

Top Replied-To in G2:
@jamiesale
@cdcgov
@stacegotmyname
@walling_b
@johncarneyde
@vgclements1
@overtonborehole

Top Replied-To in G3:
@wangcandice
@blocknixbibi

Top Replied-To in G4:
@shomburg
@caliphberlin
@klauswa2
@europeanstrate1
@steger_johann
@makotonomichio
@sylk1966

Top Replied-To in G5:
@_2019_ncov
@julienm__
@tatiann69922625
@dafunkyboogz
@hoksaad
@donq_17
@nomodulable
@natilo999

Top Replied-To in G6:

Top Replied-To in G8:
@leftychris2
@breezergalway
@jdcburnhil
@jwgain01
@iancopeland5
@giveabjgotojail
@doom37455413
@pouldeau61
@f_kyburz
@cheriseatl

Top Replied-To in G9:
@chydorina
@nick_coatsworth
@haiyang050504
@corsairbear
@czduchin
@alanb2367
@broceliandf
@jsparkblog
@newfymainlander
@chantz_y

Top Replied-To in G10:
@hercubgar
@rosamartel10

Top Mentioned
Top Mentioned in Entire Graph:
@ibaraki_kouhou
@cdcgov
@_2019_ncov
@ministeriosalud
@shomburg
@rki_de
@v_joron
@nicolasberrod
@epiphare
@patsurfing

Top Mentioned in G1:
@_2019_ncov
@nicolasberrod
@epiphare
@v_joron
@patsurfing
@cerdjman
@takeheight
@jgalt485
@grandosek
@sergiodde

Top Mentioned in G2:
@cdcgov
@iaqadvocates
@flsurgeongen
@us_fda
@jmcrookston
@hhs_ash
@lazaruslong13
@ncdhhs
@sri_srikrishna
@cdc

Top Mentioned in G3:
@drtomfrieden
@tomaspueyo
@cdcgov
@thememeticist
@toonces13451094
@jurreysi
@dr_kkjetelina
@hotgayscientist
@lazaruslong13
@ppetoheros

Top Mentioned in G4:
@shomburg
@rki_de
@m_grill
@ndr
@caliphberlin
@abgesichertermo
@thomas_binder
@therealkathryn
@draseemmalhotra

Top Mentioned in G5:
@tatiann69922625
@julienm__
@planetes360
@_2019_ncov
@lapinkres
@nova153
@winteroakpress
@calamyjane
@docteurpeb1

Top Mentioned in G6:
@panda_honey23
@refust
@bartsnhslibrary
@thetybeetimes
@wsjp_insight
@tihtri
@aureliobelandom
@victorfran46

Top Mentioned in G7:
@_jornal_vitimas

Top Mentioned in G8:
@takethatct
@abridgen
@tonybaduy
@mcfunny
@andrewlazarus4
@provaxtexan
@skepticalmutant
@doritmi
@maureenstroud
@pawley_robert

Top Mentioned in G9:
@who
@resiapretorius
@realtimecovid19
@haiyang050504
@drtomfrieden
@mvankerkhove
@dorissloh
@castltrastondrs
@newshour
@virusesimmunity

Top Mentioned in G10:
@ministeriosalud
@mevacuno

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@tomthunkitsmind
@jurylady5
@rk70534
@matiere
@sippomagari
@lizditz
@sonialavera
@personalfitnes3
@ro_moyano_26

Top Tweeters in G1:
@threadreaderapp
@mariabadin18
@bfmtv
@yvespdb
@diabolo741
@talullabellefle
@william85837998
@gerardfiloche
@cnews
@katell8

Top Tweeters in G2:
@theresamax
@adekleine
@billieo2
@manchuriandevil
@rebellegrrl
@tyberzannxxxx
@jodotcom
@njdoc
@barbiewithatude
@didifrench

Top Tweeters in G3:
@rk70534
@jjj5819
@katcapps
@deepvard
@jamestoupin
@morgfair
@alizardx
@_silversmith
@joekoffee
@yayayarndiva

Top Tweeters in G4:
@vertig0nix
@berlinaffaires
@witzigwalter
@kamaref
@schwester_gk
@milkrun
@elisabethtobler
@bohmesibyll
@spaeterrebell
@olejanson

Top Tweeters in G5:
@brunedrot
@delalande72
@alek_aloha
@nouveau_papy
@veniseviolette
@abou_portant07
@frederiquerinc1
@saraart4
@chriss17031
@rhabarbeer

Top Tweeters in G6:
@matiere
@personalfitnes3
@tian_a1
@jiangminjp
@nilab
@didaclopez
@artstrada
@aureliobelandom
@thetybeetimes
@wsjp_insight

Top Tweeters in G7:
@nacilia
@valentinameyer
@ariesprm
@fabio_lemos55
@g_garc2
@rlf016flia
@sokris
@tinellizu
@11setembro
@sartoriizabel

Top Tweeters in G8:
@doritmi
@fillmorewhite
@_mamadeb
@monstercoyliar
@takethatct
@mcfunny
@breezergalway
@angryfleas
@frankdelia7
@nockit1

Top Tweeters in G9:
@mutalabala
@iraidaleon
@newshour
@viv_souza
@victorg14tdc
@sumatrasue
@factseekingmom
@jasonmparsons
@globalphobserv
@who

Top Tweeters in G10:
@ro_moyano_26
@janecarvajal
@dragontauro
@turkiantof
@laporres
@gonzaloxrojas
@mgarcia318
@negravillana
@vicentelozadab
@pablolabarcac