omicron, Twitter, 5/24/2022 12:26:39 PM, 276972


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omicron Twitter NodeXL SNA Map and Report for Monday, 17 January 2022 at 02:33 UTC
omicron Twitter NodeXL SNA Map and Report for Monday, 17 January 2022 at 02:33 UTC
From:
marc_smith
Uploaded on:
May 24, 2022
Short Description:
omicron via NodeXL https://bit.ly/3Gev8W7
@drericding
@boticariors
@erictopol
@peterhotez
@bmj_latest
@gorka_orive
@roddreher
@rid1tweets
@ecdc_eu
@maryspes

Top hashtags:
#omicron
#covid19
#covid
#marcosvsarchiesonic
#somosescuadrónsaludable
#ómicron

Description:
Description
The graph represents a network of 20,082 Twitter users whose recent tweets contained "omicron", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 17 January 2022 at 03:37 UTC.

The tweets in the network were tweeted over the 1-hour, 40-minute period from Monday, 17 January 2022 at 00:53 UTC to Monday, 17 January 2022 at 02:33 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 : 20608
Unique Edges : 25850
Edges With Duplicates : 42651
Total Edges : 68501
Number of Edge Types : 5
Replies to : 6524
Mentions : 33489
Tweet : 11763
Retweet : 13418
MentionsInRetweet : 3307
Self-Loops : 11853
Reciprocated Vertex Pair Ratio : 0.0395756347598045
Reciprocated Edge Ratio : 0.0761380575622062
Connected Components : 3732
Single-Vertex Connected Components : 1580
Maximum Vertices in a Connected Component : 10786
Maximum Edges in a Connected Component : 45093
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.991019
Graph Density : 6.16079736216994E-05
Modularity : 0.388458
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 20,082 Twitter users whose recent tweets contained "omicron", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 17 January 2022 at 03:37 UTC.

The tweets in the network were tweeted over the 1-hour, 40-minute period from Monday, 17 January 2022 at 00:53 UTC to Monday, 17 January 2022 at 02:33 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 : TwitterSearch
Graph Term : omicron
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:
[364] https://twitter.com/bmj_latest/status/1482412374418206726
[266] https://thenewdaily.com.au/finance/finance-news/2022/01/17/omicron-neoliberalism-alan-kohler/
[229] https://www.bmj.com/content/376/bmj.o89
[174] https://twitter.com/drericding/status/1482312490415443969
[126] https://www.timesofisrael.com/1st-kids-omicron-ward-opens-with-classes-clowns-and-doctors-bracing-for-war/
[115] https://foto.tempo.co/read/94534/pintu-masuk-ri-dibuka-untuk-semua-negara-di-tengah-ganasnya-omicron?utm_source=Twitter&utm_medium=Digital%20Marketing&utm_campaign=dlvrit
[105] https://www.theguardian.com/australia-news/2022/jan/16/its-really-scary-welfare-recipients-forced-to-attend-in-person-appointments-despite-omicron-surge
[95] https://latinus.us/2022/01/16/omicron-rebasa-al-sistema-de-salud-no-hay-pruebas-suficientes-ni-rastreo-de-contagios/
[91] https://twitter.com/claudiocastroRJ/status/1482885056070885384
[85] https://nationalpost.com/opinion/conrad-black-in-the-face-of-omicron-canada-once-again-cowers-in-unnecessary-fear

Top URLs in Tweet in G1:
[17] https://thenewdaily.com.au/finance/finance-news/2022/01/17/omicron-neoliberalism-alan-kohler/
[9] https://twitter.com/claudiocastroRJ/status/1482885056070885384
[8] https://twitter.com/tempodotco/status/1482817949203193856
[8] https://www.bloomberg.com/opinion/articles/2022-01-11/remote-schooling-s-perverse-social-divide
[7] https://www.theguardian.com/australia-news/2022/jan/16/its-really-scary-welfare-recipients-forced-to-attend-in-person-appointments-despite-omicron-surge
[5] https://www.elfinanciero.com.mx/opinion/enrique-quintana/2022/01/15/el-omicron-no-es-una-gripita/
[5] https://thestandard.org.nz/new-zealands-omicron-options/
[5] https://www.instagram.com/accounts/login/
[5] https://7news.com.au/lifestyle/health-wellbeing/obstetricians-urgent-warning-for-pregnant-women-amid-omicron-wave-following-alarming-new-study-c-5336870
[3] https://americanmilitarynews.com/2022/01/omicron-can-make-you-contagious-before-you-test-positive-allowing-for-rapid-spread/

Top URLs in Tweet in G2:
[170] https://twitter.com/drericding/status/1482312490415443969
[105] https://www.timesofisrael.com/1st-kids-omicron-ward-opens-with-classes-clowns-and-doctors-bracing-for-war/
[45] https://twitter.com/bmj_latest/status/1482412374418206726
[29] https://www.samrc.ac.za/reports/report-weekly-deaths-south-africa
[27] https://www.medrxiv.org/content/10.1101/2022.01.16.22269361v1
[22] https://twitter.com/MissRyley/status/1482363953615454217
[22] https://twitter.com/drericding/status/1481223592935366657
[20] https://www.latimes.com/california/story/2022-01-15/emergency-rooms-nearing-crisis-levels-in-parts-of-california-as-omicron-surges
[17] https://www.nytimes.com/2022/01/15/opinion/omicron-children-parents.html
[14] https://www.bmj.com/content/376/bmj.o89

Top URLs in Tweet in G3:
[215] https://thenewdaily.com.au/finance/finance-news/2022/01/17/omicron-neoliberalism-alan-kohler/
[84] https://www.theguardian.com/australia-news/2022/jan/16/its-really-scary-welfare-recipients-forced-to-attend-in-person-appointments-despite-omicron-surge
[33] https://www.cnbc.com/2022/01/14/infectious-disease-experts-prevalent-covid-myths-are-still-spreading.html
[22] https://thenewdaily.com.au/finance/finance-news/2022/01/17/omicron-neoliberalism-alan-kohler/?utm_source=Adestra&utm_medium=email&utm_campaign=Morning%20News%20-%2020220117
[21] https://twitter.com/JoshFrydenberg/status/1482874586819870720
[14] https://www.news.com.au/technology/science/two-strange-omicron-symptoms-covid19-eye-and-hair-loss/news-story/a4467ffbe4cf88cee083202dd6a9b50d
[13] https://www.youtube.com/watch?v=ZzaBHvC_-O8&ab_channel=ABCNews%28Australia%29

[13] https://www.theguardian.com/australia-news/2022/jan/17/praying-it-wont-happen-how-omicron-could-cut-off-australias-rural-towns-from-essential-services
[11] https://www.mamamia.com.au/victoria-covid-hospitals/
[7] https://twitter.com/TheNewDailyAu/status/1482895483404275713

Top URLs in Tweet in G4:
[290] https://twitter.com/bmj_latest/status/1482412374418206726
[195] https://www.bmj.com/content/376/bmj.o89
[12] https://twitter.com/itosettimd_mba/status/1482130563788124170
[10] https://twitter.com/joe_cressy/status/1482835117185941506
[9] https://www.seattletimes.com/nation-world/as-nations-decide-to-live-with-the-virus-some-disease-experts-warn-of-surrendering-too-soon/
[8] https://www.ctvnews.ca/health/coronavirus/omicron-may-seem-unavoidable-but-experts-say-let-it-rip-isn-t-the-solution-1.5741976
[7] https://ottawa.citynews.ca/local-news/unlike-anything-weve-seen-ottawa-hospital-makes-operational-changes-to-tackle-omicron-wave-4958982
[7] https://globalnews.ca/news/8513838/infants-hospitalized-omicron-symptoms/
[5] https://theconversation.com/omicron-viral-load-can-be-at-its-highest-at-day-five-so-cutting-isolation-period-doesnt-make-sense-174661?utm_source=twitter&utm_medium=bylinetwitterbutton
[5] https://r.socialstudio.radian6.com/4c0e6cd7-26d8-4947-8169-1898ef890404

Top URLs in Tweet in G5:
[13] https://trib.al/AouZ8K2
[6] https://trib.al/l6HMUUF
[5] https://trib.al/VuFmOzw
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanwpc%2Farticle%2FPIIS2666-6065%2821%2900269-8%2Ffulltext&rc=0
[3] https://twitter.com/salud_ec/status/1482811783396171777
[2] https://trib.al/rXlalZR
[2] https://trib.al/A8QTB6R
[2] https://trib.al/pDZl5eG
[2] https://trib.al/fHZY1Ns
[2] https://www.instagram.com/hector_rossete

Top URLs in Tweet in G6:
[22] https://www.lesechos.fr/monde/europe/lespagne-appelle-a-gerer-la-pandemie-comme-une-epidemie-de-grippe-1378901
[16] https://twitter.com/pedrohallal/status/1482751352610582530
[11] https://www.cbsnews.com/news/beijing-winter-olympics-china-covid-omicron-lockdown/
[9] https://noticiasdatv.uol.com.br/mobile/noticia/televisao/com-covid-renata-vasconcellos-e-afastada-pressas-do-jn-bonner-fara-teste-72998.amp
[7] https://www.youtube.com/watch?v=ewEJkVHi2BQ&feature=youtu.be

[4] https://www.presseportal.de/pm/153584/5119672
[2] https://twitter.com/lorenzoridolfi/status/1482088690163884034
[2] https://oglobo.globo.com/rio/apesar-do-avanco-da-omicron-cariocas-turistas-aproveitam-primeiro-fim-de-semana-do-ano-sem-chuvas-no-rio-25356536?utm_source=Twitter&utm_medium=Social&utm_campaign=O%20Globo
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=b8dc9186-7745-11ec-ab83-6e6269504677&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0xMS9vbWljcm9uLWhhcy1zcGFpbi1sb29raW5nLXBhc3QtcGFuZGVtaWMtYXMtZXVyb3BlLXN1cmdlLXBlcnNpc3Rz
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=467794aa-773f-11ec-8e33-625665535461&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0xMS9vbWljcm9uLWhhcy1zcGFpbi1sb29raW5nLXBhc3QtcGFuZGVtaWMtYXMtZXVyb3BlLXN1cmdlLXBlcnNpc3Rz

Top URLs in Tweet in G7:
[12] https://www.axios.com/coronavirus-cdc-isolation-testing-omicron-1bea8a40-15d1-44d5-a429-2d1864840c96.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=health-omicron
[7] https://www.axios.com/what-mild-really-means-when-it-comes-to-omicron-f808e5ba-5655-4ac5-b057-4afe3b0aa860.html
[6] https://twitter.com/PeterHotez/status/1482745633102512133
[4] https://twitter.com/bmj_latest/status/1482412374418206726
[4] https://michiganadvance.com/2022/01/10/susan-j-demas-the-kids-are-not-all-right-denying-omicrons-impacts-wont-make-it-better/
[3] https://twitter.com/DrEricDing/status/1482895592183541762
[3] https://twitter.com/ragesheen/status/1482459704857358336
[2] https://www.kff.org/coronavirus-covid-19/poll-finding/kff-covid-19-vaccine-monitor-early-omicron-update/
[2] https://www.kff.org/coronavirus-covid-19/poll-finding/importance-of-partisanship-predicting-vaccination-status/
[2] https://www.texastribune.org/2021/09/17/texas-schools-covid-19-cases/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G8:
[2] https://twitter.com/bmj_latest/status/1482412374418206726
[1] https://covid19.healthdata.org/
[1] https://www.ctvnews.ca/health/coronavirus/omicron-may-seem-unavoidable-but-experts-say-let-it-rip-isn-t-the-solution-1.5741976?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61e4c6a3b732710001527d54&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://thenewdaily.com.au/finance/finance-news/2022/01/17/omicron-neoliberalism-alan-kohler/
[1] https://www.bmj.com/content/376/bmj.o89

Top URLs in Tweet in G9:
[4] https://www.bbc.co.uk/news/business-59876063
[1] https://nextstrain.org/ncov/gisaid/global
[1] https://news.yahoo.com/inside-seattle-area-hospital-covid-011000065.html
[1] https://twitter.com/zeynep/status/1482501951065661440

Top URLs in Tweet in G10:
[13] https://www.lefigaro.fr/flash-actu/covid-19-l-assemblee-nationale-adopte-definitivement-le-passe-vaccinal-20220116?utm_source=app&utm_medium=sms&utm_campaign=fr.playsoft.lefigarov3
[9] https://www.lindependant.fr/2022/01/14/covid-omicron-furtif-quel-est-ce-sous-variant-indetectable-qui-inquiete-les-scientifiques-10045511.php
[8] https://fr.timesofisrael.com/premier-cas-de-myocardite-lie-au-variant-omicron/
[8] https://inews.co.uk/news/health/uk-covid-cases-fall-omicron-variant-1404489?ito=twitter_share_article-top
[5] https://www.thetimes.co.uk/article/sajid-javid-to-abandon-covid-passes-as-the-omicron-surge-recedes-nq7cbvgj5
[3] https://www.dailymail.co.uk/news/article-10400971/Sajid-Javid-scrap-Covid-passes-fortnight.html
[2] https://twitter.com/VirusWar/status/1479786118459666432
[2] https://www.heraldscotland.com/news/19843315.covid-scotland-case-rates-lowest-unvaccinated-double-jabbed-elderly-drive-rise-hospital-admissions/?ref=twtrec
[2] https://www.biorxiv.org/cgi/content/short/2021.12.14.472632v1
[2] https://twitter.com/bmj_latest/status/1482412374418206726

Top Domains
Top Domains in Tweet in Entire Graph:
[3777] twitter.com
[460] com.au
[322] bmj.com
[307] nytimes.com
[276] theguardian.com
[270] trib.al
[245] medrxiv.org
[191] nejm.org
[186] nature.com
[184] youtube.com

Top Domains in Tweet in G1:
[195] twitter.com
[52] com.au
[26] youtube.com
[24] nytimes.com
[20] com.mx
[18] bloomberg.com
[15] theguardian.com
[13] reuters.com
[12] msn.com
[12] co.id

Top Domains in Tweet in G2:
[648] twitter.com
[105] timesofisrael.com
[38] medrxiv.org
[37] nytimes.com
[29] ac.za
[23] cdc.gov
[22] latimes.com
[22] theguardian.com
[15] bmj.com
[14] youtube.com

Top Domains in Tweet in G3:
[302] com.au
[112] theguardian.com
[84] twitter.com
[33] cnbc.com
[18] youtube.com
[6] trib.al
[5] npr.org
[4] timesofisrael.com
[4] net.au
[3] dailyscope.net

Top Domains in Tweet in G4:
[349] twitter.com
[200] bmj.com
[13] thestar.com
[11] citynews.ca
[11] globalnews.ca
[10] cbc.ca
[10] ctvnews.ca
[9] cp24.com
[9] seattletimes.com
[8] wsj.com

Top Domains in Tweet in G5:
[33] trib.al
[8] twitter.com
[3] elsevierhealth.com
[2] instagram.com
[2] shareaholic.com
[1] youtube.com
[1] ac.za
[1] gob.ec

Top Domains in Tweet in G6:
[22] lesechos.fr
[19] twitter.com
[11] cbsnews.com
[9] com.br
[7] youtube.com
[4] presseportal.de
[3] bloomberg.com
[2] globo.com
[1] revistaoeste.com

Top Domains in Tweet in G7:
[38] twitter.com
[20] axios.com
[8] washingtonpost.com
[5] texastribune.org
[4] kff.org
[4] thedailybeast.com
[4] michiganadvance.com
[2] politico.com
[2] yahoo.com
[2] utexas.edu

Top Domains in Tweet in G8:
[2] twitter.com
[1] healthdata.org
[1] ctvnews.ca
[1] com.au
[1] bmj.com

Top Domains in Tweet in G9:
[4] co.uk
[1] nextstrain.org
[1] yahoo.com
[1] twitter.com

Top Domains in Tweet in G10:
[20] twitter.com
[16] co.uk
[13] lefigaro.fr
[9] lindependant.fr
[8] timesofisrael.com
[4] granthaalayahpublication.org
[2] heraldscotland.com
[2] biorxiv.org
[2] lecourrier-du-soir.com
[2] gov.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2970] omicron
[1235] covid19
[404] covid
[271] marcosvsarchiesonic
[221] somosescuadrónsaludable
[205] ómicron
[178] hoypuedeserunbuendía
[174] auspol
[158] covid_19
[147] health



Top Hashtags in Tweet in G1:
[212] omicron
[91] covid19
[76] covid
[26] covid_19
[19] pembangunanrisemakinmaju
[13] ómicron
[11] news
[10] coronavirus
[10] omicronvariant
[10] auspol

Top Hashtags in Tweet in G2:
[632] omicron
[88] covid19
[71] longcovid
[32] vaccineplus
[15] unsafeschools
[13] onted
[13] n95sforall
[12] makepaxlovidavailable
[12] defenseproductionact
[12] makesotrovimabavailable

Top Hashtags in Tweet in G3:
[142] auspol
[138] omicron
[61] covid19aus
[40] covid19
[33] morrisondoesntgivearats
[30] lnpdisgrace
[27] lnpcorruptionparty
[27] votethemallout2022
[24] covid19nsw
[21] tnl

Top Hashtags in Tweet in G4:
[179] omicron
[21] onpoli
[20] onted
[15] covid19
[12] nurses
[12] ontpoli
[10] school
[10] schools
[9] ottawa
[8] covid_19

Top Hashtags in Tweet in G5:
[9] ecuador
[9] omicron
[5] covid19
[4] atencion
[2] atención
[2] covid_19
[2] ómicron
[2] covid
[1] envivo
[1] coenacional

Top Hashtags in Tweet in G6:
[27] bolsonaro2022
[4] bolsonaropresidenteate2026
[1] bolsonaroorgulhodobrasil

Top Hashtags in Tweet in G7:
[140] omicron
[8] covid19
[5] magamasochism
[4] mtnews
[4] abbottfailedtexasagain
[4] vaccineplus
[3] cult45
[2] gopdeathcult
[2] covidvaccine
[2] wearamask

Top Hashtags in Tweet in G8:
[4] omicron
[2] tbats
[1] auspol
[1] tnl
[1] mask

Top Hashtags in Tweet in G10:
[182] omicron
[122] passvaccinal
[80] macron
[22] covid19
[19] covid
[19] liberté
[18] vaccination
[17] israel
[17] raoult
[16] pfizer

Top Words
Top Words in Tweet in Entire Graph:
[13862] omicron
[6817] covid
[2974] #omicron
[2521] 19
[2342] more
[2288] ómicron
[1940] people
[1816] day
[1778] deaths
[1749] long

Top Words in Tweet in G1:
[1163] omicron
[354] covid
[210] #omicron
[186] 19
[153] ómicron
[128] variant
[97] people
[93] #covid19
[86] more
[76] #covid

Top Words in Tweet in G2:
[1490] omicron
[843] covid
[798] more
[762] deaths
[651] mild
[632] #omicron
[594] excess
[515] drericding
[480] cases
[448] datadrivenmd

Top Words in Tweet in G3:
[1066] omicron
[255] back
[249] covid
[187] neoliberalism
[179] people
[178] shambles
[177] don
[144] mild
[143] #auspol
[138] need

Top Words in Tweet in G4:
[725] omicron
[508] isolation
[384] period
[377] covid
[304] data
[282] people
[240] virus
[239] variant
[229] many
[223] 19

Top Words in Tweet in G5:
[684] personas
[648] costo
[485] ómicron
[349] contagio
[342] pcr
[338] hospitalización
[336] vacuna
[331] familiar
[328] bueno
[328] pruebas

Top Words in Tweet in G6:
[672] ela
[656] imunidade
[435] ômicron
[382] pandemia
[346] sua
[340] contágio
[339] foi
[339] todas
[336] natural
[334] vítimas

Top Words in Tweet in G7:
[431] 000
[404] re
[400] deaths
[347] omicron
[314] day
[311] yesterday
[266] covid
[231] 15
[220] serious
[211] pathogen

Top Words in Tweet in G8:
[484] omicron
[407] long
[396] next
[395] strain
[395] know
[394] behave
[394] try
[394] under
[394] control
[394] probably

Top Words in Tweet in G9:
[685] boosted
[683] vaxxed
[682] wife
[425] omicron
[362] vaccine
[356] covid
[345] day
[344] know
[344] system
[343] point

Top Words in Tweet in G10:
[294] omicron
[180] #omicron
[129] quelques
[124] variant
[122] #passvaccinal
[117] plus
[102] bien
[95] sans
[91] selon
[89] grâce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2249] covid,19
[909] omicron,variant
[597] long,covid
[597] omicron,mild
[482] day,covid
[447] datadrivenmd,drericding
[446] kenyabradshaw,conorpwilliams
[446] conorpwilliams,selmekki
[446] selmekki,sandyboyd4
[446] sandyboyd4,wspriggs

Top Word Pairs in Tweet in G1:
[158] covid,19
[75] omicron,variant
[60] kasus,omicron
[42] lonjakan,kasus
[39] omicron,dengan
[39] apresiasi,keberhasilan
[39] keberhasilan,jokowi
[38] cegah,lonjakan
[36] dengan,disiplin
[33] protokol,kesehatan

Top Word Pairs in Tweet in G2:
[447] datadrivenmd,drericding
[446] kenyabradshaw,conorpwilliams
[446] conorpwilliams,selmekki
[446] selmekki,sandyboyd4
[446] sandyboyd4,wspriggs
[446] wspriggs,datadrivenmd
[446] drericding,gregggonsalves
[446] gregggonsalves,lutzfernandez
[444] juscohen,epi_d_nique
[444] epi_d_nique,theresa_chapple

Top Word Pairs in Tweet in G3:
[176] omicron,shambles
[105] neoliberalism,heart
[103] heart,omicron
[87] covid,19
[83] omicron,wave
[78] risk,management
[76] alan,kohler
[73] don,risk
[73] behind,omicron
[72] neoliberalism,behind

Top Word Pairs in Tweet in G4:
[218] covid,19
[209] omicron,variant
[194] testing,positive
[192] patients,omicron
[192] variant,covid
[192] 19,shed
[192] shed,virus
[192] virus,longer
[192] longer,symptoms
[192] symptoms,emerge

Top Word Pairs in Tweet in G5:
[326] vacuna,natural
[325] pruebas,pcr
[324] lamentablemente,personas
[324] personas,miles
[324] miles,seguidores
[324] seguidores,diciendo
[324] diciendo,ómicron
[324] ómicron,vacuna
[324] natural,contagio
[324] contagio,masivo

Top Word Pairs in Tweet in G6:
[320] imunidade,vinda
[320] vinda,contágio
[320] contágio,gigantesco
[319] pandemia,covid
[319] covid,vai
[319] vai,cumprir
[319] cumprir,sua
[319] sua,história
[319] história,natural
[319] natural,mesmo

Top Word Pairs in Tweet in G7:
[231] 15,000
[197] covid,deaths
[196] re,984
[196] 984,american
[196] american,covid
[196] deaths,yesterday
[196] yesterday,unvaccinated
[196] unvaccinated,re
[196] re,hitting
[196] hitting,000

Top Word Pairs in Tweet in G8:
[395] next,strain
[394] behave,try
[394] try,omicron
[394] omicron,under
[394] under,control
[394] control,next
[394] strain,probably
[394] probably,pi
[394] pi,know
[394] know,long

Top Word Pairs in Tweet in G9:
[341] day,covid
[341] covid,wife
[341] wife,kids
[341] kids,vaxxed
[341] vaxxed,wife
[341] wife,both
[341] both,boosted
[341] boosted,long
[341] long,ago
[341] ago,everybody

Top Word Pairs in Tweet in G10:
[84] variant,#omicron
[80] quelques,semaines
[80] semaines,#macron
[80] #macron,venir
[80] venir,expliquer
[80] expliquer,20h00
[80] 20h00,tv
[80] tv,épidémie
[80] épidémie,finie
[80] finie,laissera

Top Replied-To
Top Replied-To in Entire Graph:
@kenyabradshaw
@alcharalambous
@t13
@drericding
@tempodotco
@enemyinastate
@belllingbrian
@mrstenstrom
@mllichti
@michellegrattan

Top Replied-To in G1:

Top Replied-To in G2:
@kenyabradshaw
@alcharalambous
@drericding
@belllingbrian
@enemyinastate
@erictopol
@hjelle_brian
@lija27
@adamliaw
@imdrped

Top Replied-To in G3:
@michellegrattan
@lesstonehouse
@perpetualwinger
@julianhillmp
@lancemi85530671
@bnodesk
@robynbryant33
@australian
@julianandrew63
@shayne_chester

Top Replied-To in G4:
@hereforthetwee4
@kashprime
@covidupdate2020
@maagula
@sflecce
@bmj_latest
@arindube
@thetorontosun
@nicolegruber91

Top Replied-To in G5:
@pochoharbec
@carlosoporto
@atipak
@drasolines
@luiszuritag
@lijdddd
@freddy_villon2
@expresoec
@classo2012
@barlacasagrande

Top Replied-To in G6:
@alessandromolon
@osmarterra
@lorenzoridolfi
@revistaoeste
@robot2novo
@jairbolsonaro
@jeffersonless10
@jos17846367
@andreiasadi
@randolfeap

Top Replied-To in G7:
@peterhotez
@macroliter
@ballouxfrancois
@juli_bg_bs
@b52malmet
@nutmeg031992
@dustinhines
@begoody
@agoldsmithesq
@alliemarie777

Top Replied-To in G8:
@leahmcelrath
@reinaerddevos
@mhdksafa
@lauriedtmann
@chinchillazllla
@beth_morton
@estergrensue
@xpatriciah

Top Replied-To in G9:
@bethrwarren
@marathoncharts
@sue_ppc
@risemelbourne
@pinkerton_man77
@roddreher
@deeleymark
@penhaphi
@aussieval10
@rickgarnett

Top Replied-To in G10:
@olivierveran
@emmanuelmacron
@tweeterva
@vincentglad
@blemontd
@jjohana
@stephcestmoi
@poulin2012
@maxdelvallee
@huck2021

Top Mentioned
Top Mentioned in Entire Graph:
@drericding
@thrasherxy
@claudia_sahm
@datadrivenmd
@conorpwilliams
@selmekki
@sandyboyd4
@wspriggs
@gregggonsalves
@lutzfernandez

Top Mentioned in G1:
@profesortbaker
@timeazcom
@ditjen_imigrasi
@remateph

Top Mentioned in G2:
@drericding
@datadrivenmd
@conorpwilliams
@selmekki
@sandyboyd4
@wspriggs
@gregggonsalves
@lutzfernandez
@juscohen
@epi_d_nique

Top Mentioned in G3:
@thenewdailyau
@jamesmerlinomp
@breakfastnews
@alankohler
@dom_perrottet
@bnodesk
@abcnews
@scottmorrisonmp
@tasha_tilly
@richardmarlesmp

Top Mentioned in G4:
@fordnation
@tdsb
@justintrudeau
@rnao
@donewithcanada
@winchester1776
@kimmiem1973
@cp24
@cryptoking17171
@macredacted

Top Mentioned in G5:
@carlosoporto
@carloslimongih
@paulcarald
@dr_saldarriaga
@danielsimancasr
@raulamarillo07
@rhidalgott
@fabriciovelav
@expresoec
@salud_ec

Top Mentioned in G6:
@jornaloglobo
@jairbolsonaro
@aparecer
@valterborges_pt
@santiagodr25
@osmarterra
@alessandromolon

Top Mentioned in G7:
@peterhotez
@axios
@cyrilpedia
@fibke
@msnbc
@realozsage
@washingtonpost
@texastribune
@kff
@cnn

Top Mentioned in G8:
@beth_morton
@ohiobats
@pennbat
@virginiabats
@bats_dc
@batsdelaware
@rhodeislandbats
@ctbadassteacher
@leahmcelrath

Top Mentioned in G9:
@sue_ppc
@roddreher
@jemmm85517813
@dansefton88
@klpeeks
@ralphscenic
@donna_lynn_nh
@yawkubyones0321
@damontx
@rickgarnett

Top Mentioned in G10:
@martinblachier
@aphp
@cnews
@brigittemilhau
@assocovid
@assembleenat
@franceinsoumise
@novavax
@emmanuelmacron
@francois_ruffin

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@zazoomblog
@infoitinterno
@tomthunkitsmind
@threadreaderapp
@juanmuriangoski
@opsiin
@kompascom
@detikcom
@paoloigna1

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@tomthunkitsmind
@opsiin
@robinsnewswire
@zyitegadgets
@portaldiarioar
@andyvermaut
@stigmabasea
@cityreport

Top Tweeters in G2:
@iwd12
@lizditz
@monty_chadha
@sar_oso
@vedehimajumdar
@cotey_mary
@brontyman
@samhainnight
@morgfair
@jmhamiltonblog

Top Tweeters in G3:
@falconhamada_90
@lennaleprena
@world_news_eng
@geoffrey_payne
@nobby15
@mackaysuzie
@pckj3627
@minhkular
@angelakorras
@asher_wolf

Top Tweeters in G4:
@unlewis
@hijcp
@randlight
@debsomewhere
@drseid
@meeksvs
@suepeac
@radseed
@alwaysthinkhow
@wavetossed

Top Tweeters in G5:
@telesurtv
@mauricioortegae
@mis__notas
@juanlmera
@bbcmundo
@pablouruguay
@silvitabuendia
@betarango
@moebius16
@antonietagabela

Top Tweeters in G6:
@ezequiasns
@folhaovento
@republicanajc
@jornaloglobo
@c_acfreitas
@edcar1811
@jleites58
@marcioticos
@maupessoa
@angoneto

Top Tweeters in G7:
@debilu2
@cheezwitham
@tadrow
@micjojd
@jcmarbury
@docrocktex26
@wismiss3
@bjcrochet
@beverlyfolkers
@aliadair22

Top Tweeters in G8:
@rjber15
@joannecangal
@beckyrae12345
@empnew
@kerryannsmith1
@norareed
@laurawalkerkc
@leahmcelrath
@sierralashae
@queenmsheba

Top Tweeters in G9:
@wardj15
@crgun
@mpls55418
@ralphscenic
@emgraphicsonweb
@dddaniel059
@cornpop4trump45
@gabriellaperu
@sbprice
@wagenfire1

Top Tweeters in G10:
@madrynha2012
@radiolondres6
@minilicorne69
@lapin47
@blackettmusic
@blackettpromo
@yvespdb
@carrionnat
@m75sylvie
@albi2103


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