COVID-19, Twitter, 10/27/2021 7:47:54 PM, 264931


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COVID-19_2021-10-27_00-00-01.xlsx
COVID-19_2021-10-27_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 27, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3pGJatB
@summer99879711
@berniespofforth
@vmrwanda
@skynews
@youtube
@helmets_the
@danielfooksart
@drcharlesl
@jamesmelville
@abc

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#26ekim2021
#missuniversethailand2021
#cuba

Description:
Description
The graph represents a network of 10,313 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 October 2021 at 07:24 UTC.

The requested start date was Wednesday, 27 October 2021 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 2-day, 0-hour, 9-minute period from Sunday, 24 October 2021 at 12:08 UTC to Tuesday, 26 October 2021 at 12:17 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 : 10313
Unique Edges : 5679
Edges With Duplicates : 11828
Total Edges : 17507
Number of Edge Types : 5
Mentions : 2227
Tweet : 3634
Retweet : 5116
MentionsInRetweet : 5970
Replies to : 560
Self-Loops : 3696
Reciprocated Vertex Pair Ratio : 0.00727227905830149
Reciprocated Edge Ratio : 0.0144395496818404
Connected Components : 3253
Single-Vertex Connected Components : 1175
Maximum Vertices in a Connected Component : 1124
Maximum Edges in a Connected Component : 2495
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 12.804559
Graph Density : 7.68423142302262E-05
Modularity : 0.543464
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,313 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 October 2021 at 07:24 UTC.

The requested start date was Wednesday, 27 October 2021 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 2-day, 0-hour, 9-minute period from Sunday, 24 October 2021 at 12:08 UTC to Tuesday, 26 October 2021 at 12:17 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 : COVID-19
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:
[31] https://news.abs-cbn.com/news/10/25/21/list-covid-19-vaccines-recommended-for-booster-shots
[25] https://pubmed.ncbi.nlm.nih.gov/34656887/
[17] https://exame.com/ciencia/algumas-vacinas-contra-a-covid-19-podem-aumentar-o-risco-de-hiv/
[14] https://www.abc4.com/news/local-news/draper-teenager-hospitalized-with-blood-clots-after-covid-19-vaccine-shot/
[13] https://www.science.org/content/article/could-certain-covid-19-vaccines-leave-people-more-vulnerable-aids-virus?cookieSet=1
[11] https://www.dispatch.com/restricted/?return=https:%2F%2Fwww.dispatch.com%2Fstory%2Fnews%2Fcoronavirus%2F2021%2F10%2F25%2Fohio-more-deaths-than-births-2020-covid-pandemic-mortality-demography%2F8501686002%2F
[10] https://www.theepochtimes.com/health-care-workers-speak-out-on-why-they-would-rather-lose-their-jobs-than-take-a-covid-19-vaccine_4065164.html
[10] https://covidnow.moh.gov.my
[10] https://revistaoeste.com/brasil/6-estados-brasileiros-nao-registraram-relacionadas-a-covid-19-nas-ultimas-24h/
[10] https://www.finanz.ru/novosti/aktsii/vlasti-poobeshchali-bespereboynuyu-rabotu-kladbishch-i-morgov-v-chetvertuyu-volnu-covid-19-1030894249

Top URLs in Tweet in G1:
[9] https://bayesniffer.com/flask
[7] https://www.instagram.com/accounts/login/
[6] https://www.cnbcindonesia.com/tech/20211023194036-37-286071/bukti-covid-19-ri-terkendali-kasus-aktif-tinggal-14803
[6] https://www.city.kimitsu.lg.jp/site/covid-19-info/42357.html
[5] https://nasional.okezone.com/read/2021/10/23/337/2490624/22-provinsi-indonesia-laporkan-nihil-kematian-covid-19-hari-ini
[4] https://oglobo.globo.com/saude/live-de-bolsonaro-fora-do-ar-facebook-diz-que-nao-aceita-alegacao-de-que-vacina-contra-covid-19-pode-matar-25250097?utm_source=Twitter&utm_medium=Social&utm_campaign=compartilhar
[4] https://www.saluteh24.com/il_weblog_di_antonio/2021/10/covid-19-e-una-infezione-stagionale-dipende-da-temperatura-e-umidita.html
[3] https://www.zerohedge.com/covid-19/white-house-details-plan-quickly-vaccinate-28m-children-age-5-11
[3] https://www.poandpo.com/
[3] https://globalnews.ca/

Top URLs in Tweet in G2:
[7] https://twitter.com/i/broadcasts/1RDGlgVnYmdKL
[3] https://twitter.com/i/broadcasts/1yoJMWvZmRoKQ
[3] https://fusernews.com/aumentan-casos-de-tics-nerviosos-entre-usuarios-de-tiktok/
[2] https://bit.ly/3vGoanw
[2] https://twitter.com/i/broadcasts/1RDGlgVnYmdKL?t=1h2m21s
[2] https://www.vtv.gob.ve/dia-588-lucha-contra-covid-19-venezuela-24102021/
[1] https://bit.ly/2ZkngBi
[1] https://bit.ly/3GbmEyD
[1] http://www.miranda.gob.ve/index.php/avanza-vacunacion-contra-la-covid-19-en-sedes-de-la-policia-de-miranda/
[1] https://www.vtv.gob.ve/dia-589-lucha-contra-covid-19-venezuela-25102021/

Top URLs in Tweet in G3:
[7] http://trib.al/vRXiJfD
[6] https://www.bloomberg.com/news/articles/2021-10-25/indonesia-braces-for-covid-rise-as-20-million-travel-for-holiday?cmpid=socialflow-twitter-business&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=business
[4] http://trib.al/E2rUVQJ
[4] https://www.bfmtv.com/sante/covid-19-gilles-pialoux-predit-un-hiver-catastrophique-si-les-gestes-barrieres-ne-sont-plus-respectes_AV-202110250268.html
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-face-a-un-record-de-deces-la-ville-de-moscou-confine-ses-plus-de-60-ans_4821111.html
[4] https://www.bloomberg.com/news/articles/2021-09-07/how-delta-is-bolstering-the-case-for-covid-boosters-quicktake?sref=Yg3sQEZ2&utm_campaign=socialflow-organic&utm_content=business&cmpid=socialflow-twitter-business&utm_source=twitter&utm_medium=social
[3] https://www.cp24.com/news/public-school-students-and-staff-now-account-for-36-per-cent-of-ontario-s-active-covid-19-cases-1.5637158
[3] http://www.pedroevargas.com/articulos/cardiologia/miocarditis-covid-19-y-vacunas-mrna-parte-1/
[2] https://www.cp24.com/world/russia-marks-another-record-number-of-daily-covid-19-cases-1.5636741
[2] https://www.cp24.com/world/china-to-start-vaccinating-children-to-age-3-as-cases-spread-1.5636732

Top URLs in Tweet in G4:
[6] https://www.bls.gov/news.release/empsit.t15.htm
[5] https://www.cnn.com/2021/10/18/politics/joe-biden-democrats-economy-supply-chain-donald-trump-2022-midterms/index.html
[3] https://www.cnn.com/videos/media/2021/10/24/fox-news-host-neil-cavuto-coronavirus-vaccine-appeal-acostanr-vpx.cnn
[3] https://travel.state.gov/content/travel/en/international-travel/emergencies/covid-19-faqs-for-travel-to-the-us-information.html
[2] https://justthenews.com/nation/states/poll-majority-americans-think-covid-19-threat-getting-less-serious
[2] https://www.foxnews.com/politics/obama-i-understand-why-americans-want-to-know-when-covid-19-mandates-will-end
[1] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/10/25/a-proclamation-on-advancing-the-safe-resumption-of-global-travel-during-the-covid-19-pandemic/
[1] https://covid.cdc.gov/covid-data-tracker/#vaccinations_vacc-total-admin-rate-total
[1] https://twitter.com/i/broadcasts/1MYxNnbXYwnxw
[1] https://www.forbes.com/sites/tommybeer/2021/10/04/covid-19-vaccine-mandates-are-working-heres-the-proof/amp/

Top URLs in Tweet in G5:
[2] https://www.irishtimes.com/news/ireland/irish-news/most-common-symptoms-of-delta-are-sore-throat-cough-and-nasal-congestion-1.4618347
[1] https://www.medrxiv.org/content/10.1101/2021.05.06.21256755v2
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-021-95799-6

Top URLs in Tweet in G6:
[4] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-25-10-2021/
[3] https://gazetabrasil.com.br/especiais/coronavirus/2021/10/25/5-estados-nao-registram-mortes-e-1-nao-registra-casos-de-covid-19-nas-ultimas-24-h/
[3] https://www.youtube.com/watch?v=74GTZeuc_yI&feature=youtu.be

[2] https://www.youtube.com/watch?v=Xz7-SnH9HcU&feature=youtu.be

[2] https://www.youtube.com/watch?v=ozLHYKAWCWo&feature=youtu.be

[2] https://www.youtube.com/watch?v=P5qkij9i7qY&feature=youtu.be

[2] https://www.youtube.com/watch?v=iIQDQL7D5AM&feature=youtu.be

[2] https://www.youtube.com/watch?v=U9Xz8B_6qdw&feature=youtu.be

[2] https://www.youtube.com/watch?v=YfyInXMUyp4&feature=youtu.be

[2] https://www.youtube.com/watch?v=meKZJNI-ldA&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://news.sky.com/story/england-and-wales-records-more-than-70-000-excess-deaths-in-private-homes-since-start-of-covid-19-pandemic-12420482
[1] https://news.sky.com/story/england-and-wales-records-more-than-70000-excess-deaths-in-private-homes-since-start-of-covid-19-pandemic-12420482
[1] https://uncutnews.ch/harvard-studie-bestaetigt-dass-covid-19-unter-den-geimpften-am-staerksten-angestiegen-ist/
[1] https://www.youtube.com/watch?v=mP9iHyj1uiU&feature=youtu.be

[1] https://ia801405.us.archive.org/8/items/Gene-Therapy/2021-10-01_a_report_on_myocarditis_adverse_events_in_the_U.S._vaccine_adverse_events_reporting_system_%28VAERS%29_in_association_with_COVID-19_injectable_biological_products.pdf
[1] https://www.bag.admin.ch/dam/bag/fr/dokumente/mt/k-und-i/aktuelle-ausbrueche-pandemien/2019-nCoV/covid-19-datengrundlage-lagebericht.xlsx.download.xlsx/200325_base%20de%20donn%C3%A9es_graphiques_COVID-19-rapport.xlsx
[1] https://www.medrxiv.org/content/10.1101/2021.10.21.21265133v1

Top URLs in Tweet in G9:
[3] https://www.livemint.com/news/india/100crore-mark-here-s-how-india-celebrated-covid-19-vaccination-milestone-11634822081408.html
[2] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[2] https://www.who.int/publications/m/item/council-brief-no-2
[1] https://www.wto.org/english/news_e/news21_e/trip_22oct21_e.htm?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.telegraph.co.uk/global-health/science-and-disease/covid-19-has-changed-approach-testing-time-turbo-charge-efforts/
[1] https://www.who.int/news/item/11-10-2021-who-s-10-calls-for-climate-action-to-assure-sustained-recovery-from-covid-19
[1] https://bit.ly/3b39PrK
[1] http://www.covid19taskforce.com/
[1] https://www.imf.org/en/News/Seminars/Conferences/2021/10/18/a-roadmap-to-end-the-covid-19-pandemic
[1] https://www.wto.org/english/res_e/booksp_e/who-wipo-wto_2021_e.pdf

Top URLs in Tweet in G10:
[6] https://pubmed.ncbi.nlm.nih.gov/34656887/
[2] https://www.cbsnews.com/news/covid-19-vaccine-kids-ages-5-11-fda-advisers-vote/?ftag=CNM-00-10aab7e&linkId=137427074
[2] https://www.cbsnews.com/news/covid-vaccine-kids-myocarditis-risk/?ftag=CNM-00-10aab7e&linkId=137121697
[2] https://www.foxnews.com/politics/biden-delays-release-of-jfk-assassination-records-blaming-covid-19-pandemic
[2] https://www.socialsciencespace.com/2021/10/covid-19-masks-and-magical-thinking/
[2] https://www.cbsnews.com/news/covid-19-vaccine-for-kids-richard-besser-pediatrician/
[1] https://magazine.hhd.psu.edu/2021/08/18/raising-awareness-of-public-health-during-covid-19/?utm_source=hootsuite&utm_medium=facebook&utm_term=penn+state+college+of+health+and+human+development&utm_content=1d5b9e0a-0bdc-46c9-b219-90ddf706e671&utm_campaign=student_experience
[1] https://www.cdc.gov/vaccines/covid-19/clinical-considerations/myocarditis.html
[1] https://www.cdc.gov/flu/symptoms/flu-vs-covid19.htm
[1] https://www.vox.com/platform/amp/22585354/hannity-fox-news-covid-19-coverage

Top Domains
Top Domains in Tweet in Entire Graph:
[208] twitter.com
[79] youtube.com
[76] com.br
[74] bit.ly
[52] co.uk
[47] trib.al
[46] blogspot.com
[44] nih.gov
[38] reuters.com
[36] theepochtimes.com

Top Domains in Tweet in G1:
[56] twitter.com
[25] com.br
[13] youtube.com
[13] theepochtimes.com
[12] cnn.com
[12] co.uk
[11] blogspot.com
[11] iweller.com
[10] globo.com
[9] instagram.com

Top Domains in Tweet in G2:
[15] twitter.com
[7] gob.ve
[5] bit.ly
[5] fusernews.com
[3] facebook.com
[3] youtube.com

Top Domains in Tweet in G3:
[20] trib.al
[14] bloomberg.com
[10] francetvinfo.fr
[8] cp24.com
[6] bfmtv.com
[4] sky.com
[4] nature.com
[3] blogspot.com
[3] twitter.com
[3] pedroevargas.com

Top Domains in Tweet in G4:
[8] cnn.com
[6] bls.gov
[4] state.gov
[2] twitter.com
[2] justthenews.com
[2] foxnews.com
[1] whitehouse.gov
[1] cdc.gov
[1] forbes.com
[1] sandiegouniontribune.com

Top Domains in Tweet in G5:
[2] irishtimes.com
[1] medrxiv.org
[1] nature.com

Top Domains in Tweet in G6:
[27] youtube.com
[6] lopezdoriga.com
[3] com.br
[2] science.org
[2] who.int
[1] nejm.org
[1] forbes.com
[1] reuters.com
[1] exame.com

Top Domains in Tweet in G7:
[4] sky.com
[1] uncutnews.ch
[1] youtube.com
[1] archive.org
[1] admin.ch
[1] medrxiv.org

Top Domains in Tweet in G9:
[6] twitter.com
[3] who.int
[3] livemint.com
[2] wto.org
[2] co.uk
[2] nhs.uk
[1] bit.ly
[1] covid19taskforce.com
[1] imf.org
[1] indiatimes.com

Top Domains in Tweet in G10:
[6] cbsnews.com
[6] nih.gov
[2] cdc.gov
[2] foxnews.com
[2] socialsciencespace.com
[2] twitter.com
[1] psu.edu
[1] vox.com
[1] bmj.com
[1] rte.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[485] covid_19
[372] covid19
[142] covid
[114] coronavirus
[98] 26ekim2021
[42] missuniversethailand2021
[39] cuba
[38] covidvaccine
[33] digamospresente
[32] vacunarseesvida



Top Hashtags in Tweet in G1:
[104] covid_19
[61] covid19
[39] coronavirus
[31] covid
[14] news
[13] dataanalysis
[13] datascience
[13] analytics
[13] data
[11] kasuscovidterkendali

Top Hashtags in Tweet in G2:
[28] digamospresente
[24] entérate
[18] 10/24/2021 12:00:00 AM
[17] vacunarseesvida
[15] covid_19
[15] covid19
[12] envideo
[11] envivo
[11] esnoticia
[8] avance

Top Hashtags in Tweet in G3:
[2] 4edose
[2] florida
[2] convenciónconstituyente
[1] 3edose
[1] pmqs
[1] climate
[1] eurozone
[1] business
[1] supplychain
[1] supplychains

Top Hashtags in Tweet in G4:
[22] dv2021
[4] cuba
[3] buildbackbetter
[2] covid_19
[2] vacunarseesvida
[1] hypocrisy
[1] covid
[1] nftphotography
[1] thankyoujoe
[1] onmymind

Top Hashtags in Tweet in G6:
[12] rockindiepunkmetal
[12] spotify
[8] rtitbot
[7] deezer
[6] sharepartymg
[6] youtube
[6] rtartboost
[6] trending
[6] trend
[6] youtuber

Top Hashtags in Tweet in G7:
[2] downingstreetbriefing

Top Hashtags in Tweet in G9:
[13] vaccinecentury
[12] covid19
[10] covid_19
[3] coronavirusupdates
[3] who
[3] covid
[2] promo
[2] intellectualproperty
[2] staysafe
[2] indiafightscorona

Top Hashtags in Tweet in G10:
[6] covid_19
[6] covid19
[6] covidvaccine
[6] vaccination
[3] flu
[2] nogreenpass
[2] publichealth
[2] coronavirusact
[2] vaccinesideeffects
[1] novaccinemandates

Top Words
Top Words in Tweet in Entire Graph:
[7093] covid
[6700] 19
[670] vaccine
[552] contra
[485] #covid_19
[445] não
[387] 10
[376] #covid19
[371] health
[366] vacinas

Top Words in Tweet in G1:
[1191] covid
[1141] 19
[104] #covid_19
[103] vaccine
[97] cases
[79] 2021
[79] contra
[61] #covid19
[60] 10
[59] health

Top Words in Tweet in G2:
[199] covid
[188] 19
[88] contra
[79] nicolasmaduro
[72] medidas
[60] pueblo
[58] vacunación
[51] esfuerzos
[51] venezolano
[44] domingo

Top Words in Tweet in G3:
[216] covid
[215] 19
[67] vaccine
[38] dose
[30] 16
[25] deaths
[24] vaccines
[22] variant
[21] china
[21] actually

Top Words in Tweet in G4:
[89] covid
[88] 19
[44] american
[44] laws
[40] ballot
[28] vaccine
[28] senategop
[25] rights
[24] year
[23] save

Top Words in Tweet in G5:
[22] covid
[19] 19
[11] year
[11] old
[11] girl
[11] girlfriends
[11] work
[11] icu
[11] apparently
[11] double

Top Words in Tweet in G6:
[128] covid
[94] 19
[50] doctormacias
[35] brasil
[34] bolsonaro
[33] acusado
[33] investigación
[33] senado
[33] desastroso
[33] manejo

Top Words in Tweet in G7:
[109] covid
[105] excess
[90] deaths
[68] 19
[64] home
[54] drcharlesl
[49] 70
[49] 000
[48] pandemic
[47] began

Top Words in Tweet in G8:
[292] vacinas
[291] não
[97] causam
[97] aids
[97] hiv
[97] alteram
[97] dna
[97] aumentam
[97] número
[97] mortes

Top Words in Tweet in G9:
[49] 19
[41] covid
[20] narendramodi
[15] health
[14] vaccination
[13] क
[13] thank
[13] #vaccinecentury
[12] #covid19
[10] #covid_19

Top Words in Tweet in G10:
[48] covid
[40] berniespofforth
[39] 19
[29] vaccinated
[23] those
[23] look
[21] philippines
[21] problem
[21] village
[21] let's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6434] covid,19
[472] contra,covid
[342] 19,vaccine
[298] vacinas,não
[196] grup,toplantımız
[175] 19,vaccines
[144] 19,pandemic
[137] 19,cases
[136] against,covid
[131] tbmm,grup

Top Word Pairs in Tweet in G1:
[1108] covid,19
[70] contra,covid
[58] 19,vaccine
[36] 19,pandemic
[33] 19,cases
[32] 19,vaccines
[20] 19,vaccination
[16] #covid,19
[16] #covid19,#coronavirus
[15] against,covid

Top Word Pairs in Tweet in G2:
[186] covid,19
[59] contra,covid
[51] pueblo,venezolano
[41] lucha,contra
[35] contagio,covid
[34] cuidémonos,prevención
[34] prevención,clave
[34] clave,frenar
[34] frenar,cadena
[34] cadena,contagio

Top Word Pairs in Tweet in G3:
[212] covid,19
[44] 19,vaccine
[21] 19,vaccines
[20] although,official
[20] official,tally
[20] tally,deaths
[20] deaths,caused
[20] caused,covid
[20] 19,9m
[20] 9m,single

Top Word Pairs in Tweet in G4:
[86] covid,19
[44] american,laws
[24] rights,ballot
[22] senategop,senatedems
[22] senatedems,american
[22] laws,sat
[22] sat,table
[22] table,decided
[22] decided,55000
[22] 55000,visas

Top Word Pairs in Tweet in G5:
[11] 19,year
[11] year,old
[11] old,girl
[11] girl,girlfriends
[11] girlfriends,work
[11] work,icu
[11] icu,covid
[11] covid,apparently
[11] apparently,double
[11] double,died

Top Word Pairs in Tweet in G6:
[94] covid,19
[33] covid,bolsonaro
[33] bolsonaro,acusado
[33] acusado,brasil
[33] brasil,investigación
[33] investigación,senado
[33] senado,desastroso
[33] desastroso,manejo
[33] manejo,covid
[33] 19,incluido

Top Word Pairs in Tweet in G7:
[61] covid,19
[49] 70,000
[47] pandemic,began
[45] excess,deaths
[42] deaths,home
[40] 935,excess
[40] home,latest
[40] latest,week
[40] week,ons
[40] ons,released

Top Word Pairs in Tweet in G8:
[291] vacinas,não
[97] não,causam
[97] causam,aids
[97] aids,hiv
[97] hiv,vacinas
[97] não,alteram
[97] alteram,dna
[97] dna,vacinas
[97] não,aumentam
[97] aumentam,número

Top Word Pairs in Tweet in G9:
[40] covid,19
[8] against,covid
[7] fight,against
[6] 19,pandemic
[6] vaccination,drive
[6] kind,words
[5] thank,pm
[5] 19,vaccination
[5] 100,crore
[4] integrated,health

Top Word Pairs in Tweet in G10:
[38] covid,19
[23] those,vaccinated
[21] philippines,problem
[21] problem,those
[21] vaccinated,look
[21] look,village
[21] village,let's
[21] let's,go
[20] berniespofforth,philippines
[20] go,wh

Top Replied-To
Top Replied-To in Entire Graph:
@foxnews
@armymedunion
@thehill
@zimbird
@lopezobrador_
@nandowqueiroz
@nathan_dht_edd
@seniat_oficial
@cubacooperaven
@ronfilipkowski

Top Replied-To in G2:
@seniat_oficial
@cubacooperaven
@cdidra_kellyann
@nicolasmaduro

Top Replied-To in G3:
@thehill
@business
@cp24
@91esj
@peterstefanovi2
@abc
@ap

Top Replied-To in G4:
@marshablackburn
@senatorwarnock
@terrymcauliffe
@goodblackdude
@bartmckinley
@jason_meister
@jsolomonreports
@realchrisrufo
@catturd2
@clairecmc

Top Replied-To in G5:
@zimbird
@puremoneylife
@takethatct
@jsaholmes
@barryjohnreid21

Top Replied-To in G6:
@douglas86736732
@sigagazetabr
@izabellefores
@arthurlira_
@alsvrj
@medicinaemdbt
@arcangelasalles
@saintch45490397
@cryptopaul68

Top Replied-To in G7:
@bag_ofsp_ufsp
@essexpr
@jamie_saris
@jamesmelville

Top Replied-To in G9:
@pmoindia
@who
@mohfw_india
@banterbear
@narendramodi
@bbcnews

Top Replied-To in G10:
@foxnews
@nderssond
@rtenews
@cbsnews
@berniespofforth
@skynews

Top Mentioned
Top Mentioned in Entire Graph:
@quebrandootabu
@nicolasmaduro
@drcharlesl
@doctormacias
@rob_kimbell
@jamesmelville
@charlqx__
@berniespofforth
@politicsforali
@yo_lp6066

Top Mentioned in G1:
@hiremaidea
@mallorcainforma
@varginha_online
@feedynewsbr
@stephanieaburns
@cmdteptosan
@laredhabla
@yuliastuti8721

Top Mentioned in G2:
@nicolasmaduro
@seniat_oficial
@mippcivzla
@delcyrodriguezv
@carnetdlapatria
@vtvcanal8
@minsaludve
@vicevenezuela
@cubacooperaven
@fundagenetica

Top Mentioned in G3:
@theeconomist
@natureportfolio
@abc
@franceinfo
@nature
@thehill
@bfmtv
@business
@financialtimes
@ajenglish

Top Mentioned in G4:
@senategop
@senatedems
@potus
@joncoopertweets
@demgovs
@statedept
@gop
@speakerpelosi
@leadermcconnell
@gopchairwoman

Top Mentioned in G5:
@mark_28cullen
@kathmarval
@mcfunny
@carlsmythe
@realjoelsmalley
@mdrisette
@_mamadeb
@tenebra99
@tony__heller
@tonybaduy

Top Mentioned in G6:
@doctormacias
@youtube
@hectorrossete
@theretweetermag
@marathon_85
@lopezdoriga
@tvvnoticias
@youtubebrasil
@sigagazetabr
@arthurlira_

Top Mentioned in G7:
@drcharlesl
@jamesmelville
@politicsforali
@essexpr
@jamie_saris
@sonia_elijah
@alain_berset
@bag_ofsp_ufsp
@barereality
@politicoeurope

Top Mentioned in G8:
@quebrandootabu

Top Mentioned in G9:
@narendramodi
@who
@drtedros
@mohfw_india
@sajidjavid
@worldbank
@covidnewsbymib
@wto
@dhscgovuk
@borisjohnson

Top Mentioned in G10:
@berniespofforth
@rwjdingwall
@cdcgov
@barereality
@cbsnews
@drrichbesser
@pennstatehhd
@foxnews
@rtenews
@cdcdirector

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@infoitsport
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@el_cooperante
@knewz_currently
@contrapuntovzla

Top Tweeters in G1:
@infoitsport
@infoitinterno
@knewz_currently
@contrapuntovzla
@ptjasamarga
@sunoticiero
@okezonenews
@pairsonnalites
@afropages
@yoshiki7111

Top Tweeters in G2:
@la_iguanatv
@vtvcanal8
@mppeducacion
@gabriela_041672
@mippcivzla
@oriana_candanga
@jorgeca68
@delvalle1421689
@walt_jose
@seniat_oficial

Top Tweeters in G3:
@world_news_eng
@_redfrog
@thehill
@costeslioneler
@24horastvn
@unlewis
@gmanews
@business
@viriyabot
@curiouskd2000

Top Tweeters in G4:
@ebscbwi
@demrn1974
@joncoopertweets
@terri2cat
@surfspup
@ilannaphillips
@gloriamaria057
@beatriz77748
@djmonijj
@jaketapper

Top Tweeters in G5:
@luigi_warren
@doritmi
@_mamadeb
@tony__heller
@markready47
@wjack76995
@takethatct
@mcfunny
@fillmorewhite
@jsaholmes

Top Tweeters in G6:
@alcinodoliveira
@herosmoraes
@lopezdoriga
@tvvnoticias
@rtartboost
@rivasdaisy
@starterpat
@ra_ra_raul
@fabek03
@monicamateosv

Top Tweeters in G7:
@johndmtb
@lacatholicstate
@jackied15846926
@nat1807
@essexpr
@fern_60
@jcperales
@barbaragoggin4
@danielfooksart
@politicoeurope

Top Tweeters in G8:
@ce22ar
@maryrocker18
@caroliine844
@jess_verissimo
@badgal13dudss
@analino_
@popeye_peye
@moriya
@_isadvella
@oxentecaroline_

Top Tweeters in G9:
@bbcnews
@airnewsalerts
@kamath_nandini
@libbiedog
@mib_india
@swanikmaharaj
@airnews_chennai
@ilonakickbusch
@who
@mohfw_india

Top Tweeters in G10:
@evankirstel
@c3kenneth
@foxnews
@cbsnews
@rtenews
@godfrey28482926
@witchnuwa
@joebabaian
@edrennie77
@vilavaite


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