COVID-19, Twitter, 2/14/2021 1:55:11 PM, 248717


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COVID-19_2021-02-14_00-00-01.xlsx
COVID-19_2021-02-14_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3alQB1j
@who
@advisorscoin
@un
@nicolasmaduro
@mezzoprezzo
@narendramodi
@drrimmer
@kieranpharkin
@skynews
@justintrudeau

Top hashtags:
#covid19
#covid_19
#coronavirus
#covid
#cuba
#0.5
#AM
#ciudadescomunales

Description:
Description
The graph represents a network of 10,773 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 Sunday, 14 February 2021 at 08:25 UTC.

The requested start date was Sunday, 14 February 2021 at 01:01 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, 2-minute period from Wednesday, 10 February 2021 at 13:42 UTC to Friday, 12 February 2021 at 13:44 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 : 10773
Unique Edges : 5712
Edges With Duplicates : 11935
Total Edges : 17647
Number of Edge Types : 5
Retweet : 5369
MentionsInRetweet : 6110
Tweet : 3601
Replies to : 385
Mentions : 2182
Self-Loops : 3643
Reciprocated Vertex Pair Ratio : 0.00769230769230769
Reciprocated Edge Ratio : 0.0152671755725191
Connected Components : 3406
Single-Vertex Connected Components : 1177
Maximum Vertices in a Connected Component : 494
Maximum Edges in a Connected Component : 985
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.519618
Graph Density : 7.11178863112727E-05
Modularity : 0.546084
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 10,773 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 Sunday, 14 February 2021 at 08:25 UTC.

The requested start date was Sunday, 14 February 2021 at 01:01 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, 2-minute period from Wednesday, 10 February 2021 at 13:42 UTC to Friday, 12 February 2021 at 13:44 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:
[29] https://news.sky.com/story/covid-19-uks-r-number-falls-to-below-one-for-the-first-time-since-july-12216073
[28] https://www.eltiempo.com/salud/contagio-de-coronavirus-desinfectar-zapatos-y-otros-protocolos-que-no-sirven-566116?utm_medium=Social&utm_source=Twitter#Echobox=1613023248
[18] http://www.minci.gob.ve/febrero-inicio-con-descenso-en-casos-activos-de-covid-19/
[17] http://www.granma.cu/cuba-covid-19/2021-02-11/cuba-comenzo-escalado-productivo-industrial-de-sus-candidatos-vacunales-11-02-2021-00-02-11
[16] https://www.npr.org/2021/02/05/962946721/across-the-south-covid-19-vaccine-sites-missing-from-black-and-hispanic-neighbor
[15] https://news.sky.com/story/covid-19-restrictions-could-be-in-place-until-all-adults-are-vaccinated-expert-warns-12215570
[15] https://www.msn.com/it-it/notizie/politica/di-battista-lascia-il-m5s-roberto-fiore-lo-applaude-avr%C3%A0-la-tessera-onoraria-di-forza-nuova/ar-BB1dCIkl?ocid=msedgntp
[15] https://www.usatoday.com/story/news/health/2021/02/11/lancet-commission-donald-trump-covid-19-health-medicare-for-all/4453762001/
[14] https://zeenews.india.com/india/who-hails-indias-covid-19-vaccine-efforts-amid-falling-coronaviurs-cases-says-should-be-very-very-proud-2341303.html
[10] https://econ.trib.al/0lfQBC4

Top URLs in Tweet in G1:
[6] https://floridadecuba.wordpress.com/2021/02/11/retorna-brigada-medica-cubana-tras-enfrentar-la-covid-19-en-azerbaiyan/
[5] https://www.netwerk24.com/Nuus/Gesondheid/kyk-strikke-vir-mense-wat-aan-covid-19-sterf-20210210
[4] https://www.instagram.com/accounts/login/
[4] https://www.datadiario.com/sociedad/el-dipy--de-criticar-la-vacuna-rusa-a-pedirla-con-urgencia---al-paso-que-vamos--van-a-vacunar-a-todo-el-pais-en-14-anos-_a602679aa79f50403813e23ee
[3] https://www.foxnews.com/health/california-man-tests-positive-for-covid-19-weeks-after-second-jab-report
[3] http://www.mipuntodevista.com.mx/como-han-sido-los-planes-de-vacunacion-contra-covid-19-en-latinoamerica/
[3] https://www.bbc.co.uk/news/uk-56019995
[3] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[3] https://time.com/5937868/do-vaccines-stop-covid-19-spread/
[3] https://www.scotsman.com/health/coronavirus/nicola-sturgeon-coronavirus-briefing-live-first-minister-issues-latest-updates-covid-19-scotland-3131091

Top URLs in Tweet in G2:
[18] http://www.minci.gob.ve/febrero-inicio-con-descenso-en-casos-activos-de-covid-19/
[5] http://www.minci.gob.ve/coronavirus-covid-19/
[4] https://mazo4f.com/cabello-expreso-su-apoyo-a-william-castillo-ante-contagio-de-covid-19-palante-hermano
[4] https://mazo4f.com/este-jueves-brasil-reporto-54742-nuevos-casos-de-covid-19
[4] https://www.vtv.gob.ve/covid-19-dia-333-casos-11022021/
[3] https://mazo4f.com/colombia-reporta-6294-contagios-de-covid-19-y-250-fallecidos
[3] https://www.vtv.gob.ve/china-guinea-ecuatorial-100-000-dosis-vacuna-covid-19/
[3] https://www.vtv.gob.ve/covid-19-dia-332-casos-10022021/
[3] https://www.vtv.gob.ve/venezuela-naciones-unidas-creacion-fondo-360-millones-dolares-vacunas-covid19/
[2] https://www.vtv.gob.ve/vacunacion-contra-covid-19-iniciara-iran/

Top URLs in Tweet in G3:
[18] https://news.sky.com/story/covid-19-uks-r-number-falls-to-below-one-for-the-first-time-since-july-12216073
[8] https://themarketherald.com.au/mgc-pharmaceuticals-asxmgc-artemic-combats-covid-19-2020-12-15/
[7] https://www.francetvinfo.fr/sante/soigner/don-d-organes/covid-19-les-greffes-d-organes-ont-chute-de-25_4294303.html
[7] https://www.bloomberg.com/news/articles/2021-02-12/common-blood-thinner-reduces-risk-of-covid-19-hospital-deaths?utm_source=twitter&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_content=business&utm_medium=social
[5] https://www.huffpost.com/entry/covid-19-deaths-la-coronavirus_n_60241ca5c5b6d78d444bc3bd?ncid=tweetlnkushpmg00000067
[3] https://news.sky.com/story/covid-19-scientists-label-mutation-found-in-bristol-as-variant-of-concern-12213581
[3] https://news.sky.com/story/covid-19-boris-johnson-says-well-have-to-get-used-to-idea-of-autumn-booster-jabs-12214246
[3] https://www.huffingtonpost.fr/entry/une-seule-dose-de-vaccin-pour-ceux-qui-ont-eu-le-covid-19-recommande-la-has_fr_6026836cc5b6591becd81b90?ncid=tweetlnkfrhpmg00000001
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=90fe5590-6d3a-11eb-8a0f-559f096c737e&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMS0wMi0xMi93aHktamFwYW4tcy12YXVudGVkLWhlYWx0aC1zeXN0ZW0tZmFsdGVyZWQ/dXRtX2NhbXBhaWduPXNvY2lhbGZsb3ctb3JnYW5pYyZ1dG1fc291cmNlPXR3aXR0ZXImdXRtX21lZGl1bT1zb2NpYWwmdXRtX2NvbnRlbnQ9YnVzaW5lc3MmY21waWQ9c29jaWFsZmxvdy10d2l0dGVyLWJ1c2luZXNz
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-une-seule-dose-de-vaccin-suffit-pour-les-personnes-ayant-deja-ete-infectees-estime-la-haute-autorite-de-sante_4292611.html#xtor=CS2-765-[twitter]-

Top URLs in Tweet in G4:
[2] https://trib.al/O09kXxo
[1] https://www.npr.org/sections/coronavirus-live-updates/2021/02/11/966902737/instagram-bars-robert-f-kennedy-jr-for-spreading-vaccine-misinformation?utm_medium=social&utm_campaign=npr&utm_term=nprnews&utm_source=twitter.com
[1] https://www.npr.org/2021/02/11/967194072/biden-announces-deal-for-200-million-more-covid-19-vaccines?utm_campaign=npr&utm_medium=social&utm_source=twitter.com&utm_term=nprnews
[1] https://www.usatoday.com/story/news/health/2021/02/11/lancet-commission-donald-trump-covid-19-health-medicare-for-all/4453762001/
[1] https://bit.ly/2JZowSD?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://apnews.com/article/us-news-anthony-fauci-coronavirus-pandemic-coronavirus-vaccine-3779574a6d45d38cfc1d8615eb176b2d?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://apnews.com/article/us-news-anthony-fauci-coronavirus-pandemic-coronavirus-vaccine-3779574a6d45d38cfc1d8615eb176b2d?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://apnews.com/article/us-news-anthony-fauci-coronavirus-pandemic-coronavirus-vaccine-3779574a6d45d38cfc1d8615eb176b2d?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[1] https://cnn.it/2OwMBCz
[1] https://bit.ly/3aRcMLM

Top URLs in Tweet in G5:
[2] https://share.transistor.fm/s/94ead1e9
[1] https://www.breitbart.com/health/2021/02/11/andrew-cuomos-aide-admits-ny-hid-covid-19-nursing-home-deaths-to-avoid-federal-investigation/

Top URLs in Tweet in G6:
[3] https://www.elnuevoherald.com/opinion-es/opin-col-blogs/andres-oppenheimer-es/article249162840.html
[3] https://noticieros.televisa.com/ultimas-noticias/casos-covid-19-hospitales-mazatlan-asistido-serie-caribe/
[3] https://noticieros.televisa.com/ultimas-noticias/ninos-si-se-contagian-covid-19-incrementan-casos-acapulco-guerrero/
[2] https://rb.gy/tdruko
[2] https://www.miamiherald.com/news/local/news-columns-blogs/andres-oppenheimer/article249160835.html
[2] https://noticieros.televisa.com/ultimas-noticias/apoyo-familiar-pacientes-covid-19-desencadenan-contagios-familia-cdmx/
[2] https://noticieros.televisa.com/ultimas-noticias/cansinobio-afirma-mexico-aprobo-uso-emergencia-vacuna-covid-19/
[2] https://noticieros.televisa.com/ultimas-noticias/muertos-casos-confirmados-covid-mexico-hoy-10-febrero-2021/
[1] https://www.elmananerodiario.com/comienza-vacunacion-covid-19-farmacias-eeuu-los-casos-disminuyen/
[1] https://www.elmananerodiario.com/medicos-barrio-la-fragil-esperanza-escapar-la-covid-19-mexico/

Top URLs in Tweet in G7:
[3] https://rumble.com/vd2y2j-banned-from-youtube-dr.-simone-gold-shares-the-truth-about-the-covid-19-vac.html
[2] https://inews.co.uk/opinion/dr-jenny-harries-the-inspirational-women-ive-worked-alongside-in-this-countrys-fight-against-covid-19-866928
[2] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-vaccine-task-force-deloitte-consulting-1.5909515?cmp=rss
[2] https://www.ctvnews.ca/health/coronavirus/covid-19-clinics-for-long-haulers-aim-to-treat-patients-stuck-in-limbo-1.5289585
[1] https://n.pr/3jJikM8
[1] https://bit.ly/3d5Q4lH
[1] https://bit.ly/2M8Nocd
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/how-you-will-be-contacted/
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/what-happens-at-your-appointment/

Top URLs in Tweet in G8:
[1] https://www.themeteor.org/2020/05/31/homelessness-charities-warn-of-humanitarian-disaster/
[1] https://biontechse.gcs-web.com/news-releases/news-release-details/pfizer-and-biontech-supply-united-states-100-million-additional

Top URLs in Tweet in G9:
[3] https://www.ema.europa.eu/en/news/ema-starts-rolling-review-curevacs-covid-19-vaccine-cvncov
[2] https://www.who.int/news-room/feature-stories/detail/the-oxford-astrazeneca-covid-19-vaccine-what-you-need-to-know
[2] https://quintafuerza.mx/mas-noticias/salud/detectan-variante-del-covid-19-en-el-sur-de-california-ya-se-ha-extendido/
[2] https://reut.rs/3tKO8ov
[2] https://www.reuters.com/article/us-facebook-instagram-kennedy-idUSKBN2AB0RN?taid=6024f46ed36c600001c39651&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-usa-masks-idUSKBN2AA28O?taid=6024182c496f1e00010ad404&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-facebook-instagram-kennedy-idUSKBN2AB0RN?taid=60251fd3d36c600001c39744&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-eu-novavax-idUSKBN2AB10H?taid=60251eaa83c3fa000162f50c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-cdc-quarantine-idUSKBN2AB0EG?taid=602506035f3c08000180b2ed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.euro.who.int/en/media-centre/sections/press-releases/2021/eu-and-who-regional-office-for-europe-join-forces-to-ensure-deployment-of-covid-19-vaccines-and-vaccination-in-six-european-countries,-their-largest-collaboration-in-the-european-region-to-date

Top URLs in Tweet in G10:
[2] https://www.irishtimes.com/news/health/cheap-and-quick-could-rapid-antigen-testing-be-the-way-out-of-lockdown-1.4481373
[2] https://trib.al/EnI8kpE
[2] https://www.theguardian.com/world/2021/feb/04/uk-covid-hotel-quarantine-rules-wont-take-effect-until-15-february?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1612477927
[1] http://www.nhs.uk/conditions/coronavirus-covid-19
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[1] https://www.oireachtas.ie/en/oireachtas-tv/seanad-eireann-live/
[1] https://twitter.com/i/broadcasts/1gqxvoZORNQKB
[1] https://www.gov.uk/government/publications/covid-19-vaccination-easy-read-resources/information-on-covid-19-vaccination-easy-read-guide
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/people-at-higher-risk/whos-at-higher-risk-from-coronavirus/
[1] https://l-bc.co/3tMMx1I

Top Domains
Top Domains in Tweet in Entire Graph:
[218] twitter.com
[111] com.br
[85] bit.ly
[79] sky.com
[71] co.uk
[68] youtube.com
[55] gob.ve
[43] trib.al
[39] com.mx
[36] eltiempo.com

Top Domains in Tweet in G1:
[72] twitter.com
[37] com.br
[21] co.uk
[17] sky.com
[14] com.ar
[14] patch.com
[13] google.com
[10] linkedin.com
[10] blogspot.com
[10] com.mx

Top Domains in Tweet in G2:
[51] gob.ve
[29] mazo4f.com
[3] bit.ly
[2] dailymotion.com
[2] twitter.com
[2] org.ve
[2] prensa-latina.cu
[1] youtube.com

Top Domains in Tweet in G3:
[33] sky.com
[16] francetvinfo.fr
[11] bloomberg.com
[8] com.au
[6] huffpost.com
[5] bfmtv.com
[5] lemonde.fr
[3] huffingtonpost.fr
[3] rfi.fr
[2] laprovence.com

Top Domains in Tweet in G4:
[4] npr.org
[3] apnews.com
[2] bit.ly
[2] cnn.it
[2] nbcnews.to
[2] nytimes.com
[2] trib.al
[2] kut.org
[1] usatoday.com
[1] 19thnews.org

Top Domains in Tweet in G5:
[2] transistor.fm
[1] breitbart.com

Top Domains in Tweet in G6:
[17] televisa.com
[6] bit.ly
[3] elnuevoherald.com
[2] rb.gy
[2] miamiherald.com
[2] elmananerodiario.com
[2] lopezdoriga.com
[1] facebook.com
[1] latrinchera.org
[1] twitter.com

Top Domains in Tweet in G7:
[5] cbc.ca
[3] rumble.com
[3] nhs.uk
[3] ctvnews.ca
[2] bit.ly
[2] co.uk
[1] n.pr
[1] nationalpost.com
[1] twitter.com
[1] google.com

Top Domains in Tweet in G8:
[1] themeteor.org
[1] gcs-web.com

Top Domains in Tweet in G9:
[10] reuters.com
[5] who.int
[4] yahoo.com
[4] reut.rs
[3] europa.eu
[2] tiba-partnership.org
[2] twitter.com
[2] youtube.com
[2] quintafuerza.mx
[1] jhsph.edu

Top Domains in Tweet in G10:
[4] irishtimes.com
[3] nhs.uk
[3] twitter.com
[2] oireachtas.ie
[2] co.uk
[2] trib.al
[2] theguardian.com
[1] gov.uk
[1] l-bc.co
[1] sky.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[483] covid19
[200] covid_19
[110] coronavirus
[110] covid
[55] cuba
[42] 0.5
[42] AM
[41] ciudadescomunales
[40] whatshappeninginmyanmar
[37] anporelbienestarsocial



Top Hashtags in Tweet in G1:
[59] covid19
[26] covid_19
[23] covid
[22] coronavirus
[10] whatshappeninginmyanmar
[8] covid19canada
[7] milkteaalliance
[7] feb12coup
[5] vaccination
[5] cuba

Top Hashtags in Tweet in G2:
[29] anporelbienestarsocial
[27] ciudadescomunales
[23] juventudbicentenaria
[22] 0.5
[22] AM
[20] envideo
[19] covid_19
[18] notimippci
[18] 2/10/2021 12:00:00 AM
[15] 2/11/2021 12:00:00 AM

Top Hashtags in Tweet in G3:
[21] coronavirus
[7] mxc
[5] covid19
[5] france
[5] vaccin
[3] covidvaccine
[2] aubagne
[2] covid_19
[2] onpoli
[1] qvvc

Top Hashtags in Tweet in G4:
[25] covid19
[2] quikpass
[2] ny
[2] nj
[2] navajonation
[1] sleeveup
[1] inequitykills

Top Hashtags in Tweet in G5:
[36] covid19
[2] understandingimmigration

Top Hashtags in Tweet in G6:
[13] despierta
[2] enpunto
[2] últimahora
[1] lasnoticias
[1] covid_19_mx
[1] méxico
[1] covid_19
[1] regístrategratis

Top Hashtags in Tweet in G7:
[20] covid19
[4] onpoli
[2] womeninscienceday
[1] cdnpoli
[1] covid19ontario

Top Hashtags in Tweet in G8:
[6] whatshappeninginmyanmar
[5] milkteaalliance
[5] feb12coup
[3] shameonyouchina
[1] whatishappeninginmyanmar
[1] whatshappeninglnmyanmar
[1] deloitte
[1] howardbernstein
[1] uklabour
[1] corruption

Top Hashtags in Tweet in G9:
[12] covid19
[4] covid_19
[4] vaccine
[4] cvncov
[3] covid19vaccine
[3] wtday21
[3] womeninscience
[3] london
[2] tanzania
[2] sur

Top Hashtags in Tweet in G10:
[10] covid19
[5] stayathome
[5] coronavirus
[2] oireachtastv
[2] seanad
[1] handsfacespace
[1] vaccine
[1] seeforyourself
[1] staysafe
[1] covidvaccination

Top Words
Top Words in Tweet in Entire Graph:
[7390] covid
[7094] 19
[796] vaccine
[721] contra
[483] #covid19
[482] people
[405] 2021
[399] more
[350] vaccines
[323] pandemic

Top Words in Tweet in G1:
[1057] covid
[1030] 19
[101] vaccine
[77] contra
[59] 2021
[59] #covid19
[56] vaccines
[52] people
[48] more
[48] em

Top Words in Tweet in G2:
[338] 19
[328] covid
[103] salud
[103] contra
[86] venezuela
[79] mippcivzla
[63] casos
[58] medidas
[50] coronavirus
[49] batalla

Top Words in Tweet in G3:
[146] covid
[137] 19
[55] skynews
[45] number
[44] more
[43] dose
[39] first
[38] seule
[37] one
[37] vaccine

Top Words in Tweet in G4:
[86] covid
[86] 19
[58] ap
[33] vaccine
[31] variant
[28] americans
[26] won
[25] norc
[25] poll
[25] #covid19

Top Words in Tweet in G5:
[56] covid
[56] 19
[55] remember
[54] laurenboebert
[51] biden
[42] president
[41] travel
[40] old
[40] enough
[40] called

Top Words in Tweet in G6:
[105] covid
[104] 19
[49] contra
[42] dosis
[29] brozoxmiswebs
[27] vacunas
[27] estados
[27] unidos
[26] chile
[25] millón

Top Words in Tweet in G7:
[27] covid
[23] 19
[20] #covid19
[15] people
[14] vaccination
[13] government
[13] ontario
[12] sole
[12] sourced
[12] contract

Top Words in Tweet in G8:
[70] covid
[70] 19
[64] junta
[63] china
[60] destroyed
[60] 2020
[60] again
[60] 2021
[60] teaming
[49] poemamhethar

Top Words in Tweet in G9:
[58] 19
[55] covid
[17] reuters
[16] vaccine
[15] world
[13] co
[12] two
[12] #covid19
[12] team
[11] health

Top Words in Tweet in G10:
[29] covid
[24] 19
[10] #covid19
[9] bbcnews
[8] people
[7] everyone
[7] remember
[7] keep
[7] vaccines
[7] lbc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6939] covid,19
[586] contra,covid
[400] 19,vaccine
[199] 19,vaccines
[157] 19,pandemic
[110] 2020,covid
[109] china,destroyed
[109] destroyed,2020
[109] 19,again
[109] again,2021

Top Word Pairs in Tweet in G1:
[998] covid,19
[66] contra,covid
[65] 19,vaccine
[22] 19,vaccination
[20] 19,pandemic
[18] #covid,19
[16] during,covid
[15] 19,cases
[15] 19,vaccines
[15] against,covid

Top Word Pairs in Tweet in G2:
[326] covid,19
[96] contra,covid
[50] 19,venezuela
[47] coronavirus,covid
[43] batalla,salud
[43] salud,vida
[43] vida,contra
[42] salud,tuyos
[41] 19,salud
[40] tuyos,ten

Top Word Pairs in Tweet in G3:
[136] covid,19
[38] seule,dose
[32] below,one
[32] one,first
[32] first,time
[32] time,july
[31] personnes,ayant
[31] ayant,déjà
[21] skynews,covid
[21] haute,autorité

Top Word Pairs in Tweet in G4:
[86] covid,19
[25] ap,norc
[25] norc,poll
[21] 19,vaccine
[15] variant,california
[15] california,variant
[15] variant,cal20c
[15] cal20c,recently
[15] recently,found
[15] found,over

Top Word Pairs in Tweet in G5:
[56] covid,19
[40] old,enough
[40] enough,remember
[40] remember,biden
[40] biden,called
[40] called,covid
[40] 19,travel
[40] travel,ban
[40] ban,china
[40] china,xenophobic

Top Word Pairs in Tweet in G6:
[104] covid,19
[43] contra,covid
[27] estados,unidos
[25] millón,dosis
[25] dosis,iniciales
[25] iniciales,farmacias
[25] farmacias,estados
[25] unidos,comenzarán
[25] comenzarán,vacunar
[25] vacunar,contra

Top Word Pairs in Tweet in G7:
[21] covid,19
[12] #covid19,vaccination
[12] sole,sourced
[10] sourced,consulting
[10] consulting,contract
[10] contract,deloitte
[10] deloitte,support
[9] provincial,failures
[9] failures,continue
[9] continue,months

Top Word Pairs in Tweet in G8:
[70] covid,19
[60] china,destroyed
[60] destroyed,2020
[60] 2020,covid
[60] 19,again
[60] again,2021
[60] 2021,teaming
[60] teaming,junta
[49] poemamhethar,china
[49] junta,myanma

Top Word Pairs in Tweet in G9:
[55] covid,19
[11] 19,vaccine
[8] 70,jorge
[8] jorge,pérez
[8] pérez,despedido
[8] despedido,limpiador
[8] limpiador,hospital
[8] hospital,20
[8] 20,noviembre
[8] noviembre,exigir

Top Word Pairs in Tweet in G10:
[23] covid,19
[5] everyone,#covid19
[5] #covid19,shows
[5] shows,symptoms
[5] symptoms,#stayathome
[5] #stayathome,stop
[5] stop,spread
[5] spread,#coronavirus
[5] #coronavirus,remember
[5] remember,keep

Top Replied-To
Top Replied-To in Entire Graph:
@mov5stelle
@thedailybeast
@petrogustavo
@youranoncentral
@rajcmo
@fratelliditalia
@vitocrimi
@matteosalvinimi
@dsgovernment
@golf_covid_19

Top Replied-To in G1:
@centralbank_ie
@chorduk

Top Replied-To in G2:
@partidopsuv

Top Replied-To in G3:
@moechanda
@stevestubbsy1
@conflitsfrance
@gov_nb
@ajenglish

Top Replied-To in G4:
@chuckgrassley
@sakamichiuliuri
@kottur_lover22
@drericding
@jmclghln
@arthurschwartz

Top Replied-To in G5:
@jim_jordan

Top Replied-To in G6:
@nerilicon
@aracelibs

Top Replied-To in G7:
@bbcnewspr
@christhirkill
@simoncalder
@merry123459
@jujuliagrace
@hereiselisa
@janniepgw
@qualifyfor

Top Replied-To in G8:
@youranoncentral
@kenroth
@googleexpertuk

Top Replied-To in G9:
@mariastsehai
@drtedros
@reuters

Top Replied-To in G10:
@sutton_wmp
@bbcnews
@dryroastpeanuts

Top Mentioned
Top Mentioned in Entire Graph:
@unyanko_btr_d
@mippcivzla
@nytimes
@miaamormottley
@skynews
@laurenboebert
@poemamhethar
@realcandaceo
@kylegriffin1
@franck_abr

Top Mentioned in G1:
@pairsonnalites
@richerearthveg
@docsvalley1
@eldiario_net
@elbuscolu
@kazete_
@hyhutriangle
@boyacasietedias
@reactexpo
@cmencke

Top Mentioned in G2:
@mippcivzla
@vtvcanal8
@jaarreaza
@iaim_ve
@nicolasmaduro
@conelmazodando
@partidopsuv
@ignacioindioo
@gestionperfecta
@prensafanb

Top Mentioned in G3:
@skynews
@ajenglish
@franceinfo
@bfmtv
@business
@lemondefr
@toptradersadvfn
@huffpost
@bopanc
@conflitsfrance

Top Mentioned in G4:
@ap
@drericding
@washingtonpost
@npr
@googlenews
@vp
@nbcnews
@cdcgov
@joebiden
@tadanory

Top Mentioned in G5:
@laurenboebert
@jim_jordan
@repandybiggsaz
@fairimmigration

Top Mentioned in G6:
@brozoxmiswebs
@oppenheimera
@ntelevisa_com
@lopezdoriga
@elnuevoherald
@daniellemx_
@qtf
@beltrandelrio
@foro_tv
@reforma

Top Mentioned in G7:
@cbcqueenspark
@ishatreza
@justintrudeau
@bogochisaac
@matthancock
@jujuliagrace
@nilikm
@borisjohnson
@dhscgovuk
@pat_health

Top Mentioned in G8:
@poemamhethar
@un
@antonioguterres
@sugaminnie01
@youranoncentral
@secblinken
@potus
@wahtartar
@investliverpool
@simoneroche

Top Mentioned in G9:
@who
@reuters
@ema_news
@afp
@elpaismexico
@magufulijp
@opsoms
@whoafro
@drtedros
@mariastsehai

Top Mentioned in G10:
@bbcnews
@lbc
@phe_uk
@nhsuk
@irishtimes
@kieranpharkin
@oireachtasnews
@chrisbaraniuk
@suttonvesey
@accesstomedsirl

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@infoitsport
@mrdjones
@dolartoday
@lasillarota
@kompascom
@okezonenews
@pairsonnalites
@dynamocooligan

Top Tweeters in G1:
@infoitsport
@pairsonnalites
@hiperenlazados
@rotadatos
@pairsonnalitesu
@tommybrain
@iacobellist
@bisniscom
@lafm
@elpoliticonews

Top Tweeters in G2:
@conelmazodando
@vtvcanal8
@nanciparra1
@partidopsuv
@avnve
@60sparkle
@metro_caracas
@mppeducacion
@tvvnoticias
@prensalatina_cu

Top Tweeters in G3:
@world_news_eng
@iflck
@business
@huffpost
@bfmtv
@jim_b60
@skynews
@lemondefr
@dokscho
@rfi

Top Tweeters in G4:
@citrus_kyoto
@bb45_colorado
@keiki22
@johnnydee62
@washingtonpost
@kottur_lover22
@tenajd
@shell_loyd
@nbcnews
@ap

Top Tweeters in G5:
@real_stephanie
@tintimmymustach
@donnamwaldrop
@chasflemming
@mzojb63badpy5nl
@juliecraighead
@hippyheart4ever
@jbrc4e
@treeshster
@lindaheartoftx

Top Tweeters in G6:
@ntelevisa_com
@foro_tv
@reforma
@lopezdoriga
@ricardoalemanmx
@elnuevoherald
@eide97
@miamiherald
@nelsonbocaranda
@beltrandelrio

Top Tweeters in G7:
@mini_bubbly
@cbctoronto
@bbcengland
@posh_jock
@politicolucy
@rebroger
@dianewashr
@craigsearle1
@himenesuhabi
@merry123459

Top Tweeters in G8:
@googleexpertuk
@youranoncentral
@alfred996
@storiestweet
@housingitguy
@un
@kenroth
@professorgreen
@housingfirstuk
@downtownfrank

Top Tweeters in G9:
@sinembargomx
@eldiario
@reuters
@sandoly
@mariastsehai
@sonja_jo
@chahali
@afp
@segmentis
@jeannemarian

Top Tweeters in G10:
@guardian
@irishtimes
@thesun
@bbcnews
@drrimmer
@yorkshirepost
@lbc
@londontheatre1
@bbcradio4
@guardianculture


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