COVID-19, Twitter, 2/23/2021 12:23:19 PM, 249439


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COVID-19_2021-02-23_00-00-01.xlsx
COVID-19_2021-02-23_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3pGcBZ2
@mippcivzla
@bbcmundo
@conelmazodando
@mariaca67
@pajaropolitico
@lillytellez
@cofepris
@lopezobrador_
@jgnaredo
@nicolasmaduro

Top hashtags:
#bienestarparaelpueblo
#44248
#covid19
#covid_19
#covid
#0.5
#AM
#coronavirus

Description:
Description
The graph represents a network of 10,466 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 Tuesday, 23 February 2021 at 08:22 UTC.

The requested start date was Tuesday, 23 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 3-day, 0-hour, 2-minute period from Friday, 19 February 2021 at 13:42 UTC to Monday, 22 February 2021 at 13:45 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 : 10466
Unique Edges : 5840
Edges With Duplicates : 12571
Total Edges : 18411
Number of Edge Types : 5
Retweet : 5609
MentionsInRetweet : 6692
Tweet : 3331
Replies to : 396
Mentions : 2383
Self-Loops : 3368
Reciprocated Vertex Pair Ratio : 0.00757046354530631
Reciprocated Edge Ratio : 0.0150271644896544
Connected Components : 3204
Single-Vertex Connected Components : 1075
Maximum Vertices in a Connected Component : 759
Maximum Edges in a Connected Component : 3126
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 7.330316
Graph Density : 7.89853139905899E-05
Modularity : 0.537468
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 10,466 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 Tuesday, 23 February 2021 at 08:22 UTC.

The requested start date was Tuesday, 23 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 3-day, 0-hour, 2-minute period from Friday, 19 February 2021 at 13:42 UTC to Monday, 22 February 2021 at 13:45 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:
[33] https://www.npr.org/sections/health-shots/2021/02/18/967448680/how-to-sign-up-for-a-covid-19-vaccine-in-your-state
[15] https://www.instagram.com/accounts/login/
[15] http://www.minci.gob.ve/venezuela-evaluara-incluir-mercado-privado-de-vacunas-contra-la-covid-19/
[14] http://www.minci.gob.ve/coronavirus-covid-19/
[12] https://www.nytimes.com/2021/02/19/us/politics/republicans-stimulus-biden.html
[11] https://www.lifesitenews.com/news/46-residents-in-spanish-nursing-home-die-after-receiving-covid-19-vaccine
[11] https://www.zerohedge.com/covid-19/no-lockdown-sweden-sees-covid-deaths-plummet-quicker-fully-locked-down-uk
[10] https://trib.al/xRntM8F
[10] https://www.zerohedge.com/covid-19/merkel-warns-no-end-until-world-vaccinated-despite-collapsing-global-covid-cases-imminent
[9] https://www.cnn.com/2021/02/21/politics/coronavirus-memorial-biden-500000-deaths/index.html

Top URLs in Tweet in G1:
[12] https://www.instagram.com/accounts/login/
[5] http://www.lenterapendidikan.com/berita/musi-banyuasin/view/update-covid-19-muba-nihil-penambahan-kasus.html
[4] https://topnewsrussia.ru/22/02/2021/86681/za-sytki-v-rossii-podtverjdeno-12-604-slychaia-covid-19-v-85-regionah.html
[3] https://www.newswire.ca/news-releases/mountain-valley-md-to-include-testing-of-south-african-mutation-in-upcoming-covid-19-bsl-4-clearance-work-887493315.html
[3] https://www.cnn.com/2021/02/19/health/post-covid-syndrome-long-haulers-gupta-wellness/index.html
[2] https://tdpelmedia.com/uk-to-call-for-ceasefires-to-vaccinate-people-against-covid-19-5-2
[2] https://www.lazkao.eus/eu/lazkao-eu/albisteak/osasuna-covid-19/2647-lazkaoko-udalak-covid-19aren-eraginei-aurre-egiteko-2021eko-diru-laguntzen-plangintza-partekatu-du-herriko-merkatari-zerbitzu-eta-ostalariekin.html
[2] https://www.lazkao.eus/es/lazkao/noticias/salud-covid-19/2648-el-ayuntamiento-de-lazkao-comparte-con-comerciantes-servicios-y-hosteleros-el-plan-de-ayuda-de-2021-para-hacer-frente-a-los-efectos-del-covid-19.html
[2] https://www.ecdc.europa.eu/en/publications-data/using-face-masks-community-reducing-covid-19-transmission
[2] https://www.zerohedge.com/covid-19/no-lockdown-sweden-sees-covid-deaths-plummet-quicker-fully-locked-down-uk

Top URLs in Tweet in G2:
[15] http://www.minci.gob.ve/venezuela-evaluara-incluir-mercado-privado-de-vacunas-contra-la-covid-19/
[14] http://www.minci.gob.ve/coronavirus-covid-19/
[9] https://mazo4f.com/inicio-en-el-estado-aragua-primera-fase-de-vacunacion-contra-la-covid-19
[8] https://mazo4f.com/covivac-se-convierte-en-la-tercera-vacuna-contra-el-covid-19-registrada-por-rusia
[8] https://mazo4f.com/este-sabado-venezuela-registro-489-nuevos-casos-de-covid-19-y-cuatro-fallecidos
[7] https://bit.ly/3dqFJ4a
[7] https://www.vtv.gob.ve/rusia-registra-tercera-vacuna-covivac/
[7] http://www.psuv.org.ve/temas/noticias/gobernador-marco-torres-da-positivo-para-covid-19-he-iniciado-protocolo-aislamiento/
[6] http://www.radiomundial.com.ve/article/venezuela-registra-465-nuevos-casos-de-covid-19
[5] http://www.psuv.org.ve/temas/noticias/110-520-535-personas-se-han-contagiado-covid-19-mundo/

Top URLs in Tweet in G3:
[3] https://www.reuters.com/article/us-health-coronavirus-pfizer-idUSKBN2AJ1CJ?taid=602fb2ec7b82180001f7a3db&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://apnews.com/article/pandemics-beijing-only-on-ap-epidemics-media-122b73e134b780919cc1808f3f6f16e8
[2] https://www.reuters.com/article/us-health-coronavirus-usa-cdc-idUSKBN2AL0JR?taid=6032b9777b821800012a4689&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-france-students-po-idUSKBN2AJ1DO?taid=602fbc497bfe4100012277b2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/uk-health-coronavirus-malaysia-vaccine-idUKKBN2AL03Q?taid=603218e27bfe410001973325&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.npr.org/sections/health-shots/2020/09/01/816707182/map-tracking-the-spread-of-the-coronavirus-in-the-u-s?utm_medium=social&utm_term=nprnews&utm_source=facebook.com&utm_campaign=npr&fbclid=IwAR2dxkeZCOv2BmBXC2nI9XpTYSglc1_6Rt0grpa6CYOOR0BQnbvelUR0IiI
[2] https://trib.al/LOOvjRq
[2] https://www.worldometers.info/coronavirus/country/us/
[2] https://time.com/5940671/covid-19-vaccination-veterans-rural-us/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=111645142
[2] https://time.com/5937868/do-vaccines-stop-covid-19-spread/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=111681284

Top URLs in Tweet in G4:
[3] https://www.nytimes.com/2021/02/19/opinion/covid-dementia.html
[2] https://www.wsj.com/articles/declining-a-covid-19-vaccine-risks-penalties-in-some-countries-11613998997
[2] https://www.pinknews.co.uk/2021/01/29/aids-hiv-epidemic-crisis-gay-men-covid-19-vaccine-scott-beasley/
[1] https://www.cbc.ca/news/canada/british-columbia/further-testing-finds-covid-19-variant-from-united-kingdom-in-more-b-c-schools-1.5922464
[1] https://www.sciencemag.org/news/2021/02/unprotected-african-health-workers-die-rich-countries-buy-covid-19-vaccines
[1] https://news.sky.com/story/covid-19-pfizer-vaccine-is-up-to-85-effective-after-first-dose-new-israeli-study-finds-12222164
[1] https://nyti.ms/2M2ju9d
[1] http://311.ca
[1] https://www.toronto.ca/home/covid-19/covid-19-protect-yourself-others/covid-19-mental-health-resources/
[1] https://www.nytimes.com/2021/02/19/health/covid-vaccine-single-dose.html?referringSource=articleShare

Top URLs in Tweet in G5:
[2] https://trib.al/gM7Llcr
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900193-8%2Ffulltext&rc=0
[1] https://cnn.it/3aHn4zh
[1] https://www.theepochtimes.com/criminal-rings-in-china-made-fake-covid-19-vaccines-some-sent-to-foreign-countries_3700486.html

Top URLs in Tweet in G6:
[32] https://www.npr.org/sections/health-shots/2021/02/18/967448680/how-to-sign-up-for-a-covid-19-vaccine-in-your-state
[2] https://mb.com.ph/2021/02/19/no-delay-in-covid-19-vaccine-procurement-says-locsin/
[2] https://mb.com.ph/2021/02/19/dost-janssen-pharmaceuticals-starts-covid-19-vaccine-trials-in-ph/
[2] https://mb.com.ph/2021/02/22/deped-cited-for-its-response-to-school-closures-due-to-covid-19/
[2] https://mb.com.ph/2021/02/22/mayor-sara-davao-city-govt-to-distribute-covid-19-reference-materials/
[2] https://mb.com.ph/2021/02/22/roque-taunts-critics-rejoicing-over-covid-19-vaccine-delay/
[2] https://mb.com.ph/2021/02/22/prrds-memorandum-order-51-to-facilitate-covid-19-vaccine-acquisition-dilg/
[2] https://www.abc.net.au/news/2021-02-22/air-nz-to-trial-vaccination-passports-for-flights-to-australia/13180860
[2] https://www.abc.net.au/news/2021-02-21/australian-open-crowd-boo-at-mention-of-vaccines-victorian-govt/13177172
[2] https://trib.al/411cHw7

Top URLs in Tweet in G8:
[3] http://www.granma.cu/cuba-covid-19/2021-02-19/la-admiracion-y-el-respeto-de-cuba-por-su-personal-de-salud-son-infinitos-19-02-2021-23-02-48
[3] https://www.youtube.com/watch?v=iZJDH3M3qvc&feature=youtu.be

[2] http://www.granma.cu/cuba-covid-19/2021-02-19/cuba-puede-convertirse-en-el-primer-pais-latinoamericano-en-producir-su-propia-vacuna-contra-la-covid-19-19-02-2021-09-02-30
[2] http://www.granma.cu/cuba-covid-19/2021-02-19/tratamientos-contra-la-covid-19-entre-merecedores-del-premio-a-la-innovacion-tecnologica-del-citma-19-02-2021-14-02-03
[2] https://www.youtube.com/watch?v=je23QNfN8tA&feature=youtu.be

[2] https://www.youtube.com/watch?v=c2osoaqhmJc&feature=youtu.be
[2] http://www.granma.cu/cuba-covid-19/2021-02-18/cuba-pospandemias-y-mas-alla-18-02-2021-00-02-00
[2] http://www.granma.cu/cuba/2021-02-20/covid-19-en-cuba-preguntas-para-pensar-y-cambiar
[2] https://www.midilibre.fr/2021/02/13/covid-19-pharma-beauty-sapprete-a-commercialiser-un-spray-nasal-capable-deliminer-99-du-virus-9371697.php
[1] http://www.granma.cu/cuba-covid-19/2021-02-21/biocen-de-la-noticia-a-la-esperanza-en-la-lucha-contra-la-covid-19-21-02-2021-23-02-14

Top URLs in Tweet in G9:
[5] https://news.sky.com/story/covid-19-uks-r-number-falls-slightly-to-between-06-and-09-12222406
[5] https://dailyexpose.co.uk/2021/02/17/investigation-nhs-data-shows-only-3000-people-have-died-of-covid-19/
[4] https://news.sky.com/story/covid-19-all-schools-in-england-to-reopen-on-8-march-as-pm-plots-course-to-ease-lockdown-12225278
[3] https://news.sky.com/story/covid-19-vaccine-rollout-linked-to-85-and-94-drop-in-coronavirus-hospital-admissions-in-scotland-study-shows-12225532
[2] https://www.i24news.tv/fr/actu/israel/1613908088-israel-une-femme-enceinte-de-32-ans-decede-des-suites-du-coronavirus
[2] https://brandnewtube.com/watch/doctors-and-nurses-giving-the-covid-19-vaccine-will-be-tried-as-war-criminals_7tNEBnZogbdlEXu.html
[1] https://www.nih.gov/news-events/news-releases/hydroxychloroquine-does-not-benefit-adults-hospitalized-covid-19#:~:text=A%20National%20Institutes%20of%20Health,benefit%20to%20hospitalized%20patients
[1] http://news.sky.com/story/covid-19-evidence-that-cases-of-south-african-and-brazilian-variants-falling-in-uk-hancock-says-12224517?dcmp=snt-sf-twitter
[1] http://news.sky.com/story/covid-19-no-guarantee-current-lockdown-will-be-the-last-minister-admits-12222415?dcmp=snt-sf-twitter
[1] http://news.sky.com/story/covid-19-risk-of-illness-drops-958-after-second-pfizer-vaccine-dose-israel-says-12224403?dcmp=snt-sf-twitter

Top URLs in Tweet in G10:
[3] https://www.brasil247.com/tanostrends/internada-anitta-tranquiliza-fas-e-nega-covid-19-ja-me-sinto-melhor

Top Domains
Top Domains in Tweet in Entire Graph:
[171] twitter.com
[101] com.br
[95] bit.ly
[85] co.uk
[61] gob.ve
[53] theguardian.com
[52] youtube.com
[48] npr.org
[44] nytimes.com
[43] sky.com

Top Domains in Tweet in G1:
[40] twitter.com
[34] com.br
[15] co.uk
[14] com.ar
[14] instagram.com
[13] google.com
[13] nytimes.com
[13] canlii.org
[11] theguardian.com
[8] com.mx

Top Domains in Tweet in G2:
[56] gob.ve
[40] mazo4f.com
[16] org.ve
[10] bit.ly
[10] com.ve
[7] twitter.com
[3] youtube.com
[2] ntn24america.com
[2] com.co
[1] thelancet.com

Top Domains in Tweet in G3:
[9] reuters.com
[4] apnews.com
[4] time.com
[3] twitter.com
[3] npr.org
[2] haaretz.com
[2] trib.al
[2] worldometers.info
[2] who.int
[1] idahonews.com

Top Domains in Tweet in G4:
[5] nytimes.com
[2] wsj.com
[2] co.uk
[1] cbc.ca
[1] sciencemag.org
[1] sky.com
[1] nyti.ms
[1] 311.ca
[1] toronto.ca
[1] hivplusmag.com

Top Domains in Tweet in G5:
[2] trib.al
[1] elsevierhealth.com
[1] cnn.it
[1] theepochtimes.com

Top Domains in Tweet in G6:
[40] npr.org
[13] com.ph
[7] bit.ly
[5] cnn.it
[5] net.au
[3] trib.al
[2] wsj.com
[2] gmanetwork.com
[2] scotsman.com
[2] heraldscotland.com

Top Domains in Tweet in G8:
[18] youtube.com
[14] granma.cu
[2] midilibre.fr
[1] google.com
[1] twitter.com
[1] prensa-latina.cu

Top Domains in Tweet in G9:
[23] sky.com
[5] co.uk
[2] i24news.tv
[2] brandnewtube.com
[1] nih.gov
[1] rumble.com
[1] theguardian.com
[1] gov.uk
[1] bloomberg.com
[1] gov.scot

Top Domains in Tweet in G10:
[3] brasil247.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[598] bienestarparaelpueblo
[482] 44248
[343] covid19
[277] covid_19
[117] covid
[77] 0.5
[77] AM
[68] coronavirus
[39] 44249
[38] vaccine



Top Hashtags in Tweet in G1:
[46] covid_19
[45] covid19
[27] covid
[16] coronavirus
[13] covid19canada
[12] mantanhalu
[12] dorongekonomipulih
[6] vaccine
[5] pandemia
[5] vaccination

Top Hashtags in Tweet in G2:
[577] bienestarparaelpueblo
[464] 2/21/2021 12:00:00 AM
[63] 0.5
[63] AM
[37] notimippci
[31] 2/22/2021 12:00:00 AM
[29] envideo
[26] 2/21/2021 12:00:00 AM
[25] elmazo7añosconchavez
[21] 2/22/2021 12:00:00 AM

Top Hashtags in Tweet in G3:
[23] ياريس_ارجوك_الطلاب_هتموت
[5] covid19
[2] healthcare
[1] neverforgetjanuary6th
[1] ivermectine
[1] pfizer
[1] vaccine
[1] covid19anniversary
[1] fightinginequality

Top Hashtags in Tweet in G4:
[52] covid19
[4] b117
[2] covid_19
[1] dementia

Top Hashtags in Tweet in G6:
[2] fravsco
[2] sixnations
[2] pandemic
[1] caravan
[1] trailers
[1] vintage
[1] vintagestyle
[1] travel
[1] holiday
[1] australia

Top Hashtags in Tweet in G7:
[22] modi_rojgar_do
[20] railapprentice_ko_rojgar_do

Top Hashtags in Tweet in G8:
[17] cuba
[9] soberana02
[7] cubaporlavida
[6] cubacoopera
[6] tplf
[5] cubaviva
[4] somoscuba
[4] covid_19
[3] cubaporlasalud
[3] covid19

Top Hashtags in Tweet in G9:
[5] covid19
[3] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[7550] covid
[7324] 19
[1422] contra
[727] venezuela
[703] vaccine
[632] batalla
[598] #bienestarparaelpueblo
[590] vacuna
[578] avanza
[533] día

Top Words in Tweet in G1:
[970] covid
[958] 19
[102] vaccine
[83] contra
[60] cases
[58] more
[46] pandemic
[46] #covid_19
[45] #covid19
[40] people

Top Words in Tweet in G2:
[1105] covid
[1103] 19
[776] contra
[678] venezuela
[605] batalla
[577] #bienestarparaelpueblo
[559] avanza
[490] #21feb
[466] día
[464] través

Top Words in Tweet in G3:
[103] covid
[102] 19
[28] government
[23] #ياريس_ارجوك_الطلاب_هتموت
[22] potus
[21] exams
[20] wave
[19] egyptian
[19] forcing
[19] take

Top Words in Tweet in G4:
[80] covid
[75] 19
[70] 000
[64] pritishnandy
[64] ima
[64] indian
[64] medical
[64] association
[64] asks
[64] ramdev

Top Words in Tweet in G5:
[109] covid
[108] 19
[97] package
[90] biden
[85] laurenboebert
[84] allegedly
[84] already
[84] planning
[84] another
[84] trillion

Top Words in Tweet in G6:
[92] covid
[91] 19
[68] vaccine
[59] npr
[34] state
[32] great
[32] tool
[32] easy
[32] access
[32] info

Top Words in Tweet in G7:
[123] outbreak
[123] covid
[123] 19
[123] pandemic
[123] subsequent
[123] lockdown
[123] destablilised
[108] lives
[91] economically
[91] weaker

Top Words in Tweet in G8:
[38] 19
[38] covid
[20] youtube
[17] #cuba
[13] vacuna
[12] contra
[11] cuba
[11] granma_digital
[9] #soberana02
[7] #cubaporlavida

Top Words in Tweet in G9:
[27] covid
[24] skynews
[22] 19
[14] coronavirus
[13] vaccine
[13] scotland
[12] 85
[12] 94
[12] drop
[12] study

Top Words in Tweet in G10:
[140] culpa
[75] agora
[70] curioso
[70] caso
[70] gasolina
[70] custava
[70] 90
[70] presidenta
[70] incríveis
[70] 60

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7126] covid,19
[1264] contra,covid
[582] batalla,contra
[566] avanza,batalla
[564] venezuela,avanza
[513] #bienestarparaelpueblo,venezuela
[480] 19,través
[433] día,#bienestarparaelpueblo
[421] etiqueta,día
[415] través,plan

Top Word Pairs in Tweet in G1:
[922] covid,19
[71] contra,covid
[61] 19,vaccine
[32] 19,pandemic
[24] 19,cases
[17] 19,vaccination
[14] during,covid
[14] #covid,19
[14] 19,vaccines
[13] against,covid

Top Word Pairs in Tweet in G2:
[1100] covid,19
[759] contra,covid
[562] batalla,contra
[554] avanza,batalla
[552] venezuela,avanza
[503] #bienestarparaelpueblo,venezuela
[464] 19,través
[423] día,#bienestarparaelpueblo
[411] etiqueta,día
[404] través,plan

Top Word Pairs in Tweet in G3:
[100] covid,19
[19] #ياريس_ارجوك_الطلاب_هتموت,egyptian
[19] egyptian,government
[19] government,forcing
[19] forcing,take
[19] take,exams
[19] exams,college
[19] college,third
[19] third,wave
[14] 19,pandemic

Top Word Pairs in Tweet in G4:
[75] covid,19
[64] ima,indian
[64] indian,medical
[64] medical,association
[64] association,asks
[64] asks,ramdev
[64] ramdev,coronil
[64] coronil,prevent
[64] prevent,covid
[64] 19,spending

Top Word Pairs in Tweet in G5:
[108] covid,19
[84] biden,allegedly
[84] allegedly,already
[84] already,planning
[84] planning,another
[84] another,trillion
[84] trillion,covid
[84] 19,stimulus
[84] stimulus,package
[84] package,includes

Top Word Pairs in Tweet in G6:
[91] covid,19
[32] great,tool
[32] tool,npr
[32] npr,easy
[32] easy,access
[32] access,info
[32] info,sign
[32] sign,vaccine
[32] vaccine,state
[31] jenniferdoleac,great

Top Word Pairs in Tweet in G7:
[123] outbreak,covid
[123] covid,19
[123] 19,pandemic
[123] pandemic,subsequent
[123] subsequent,lockdown
[123] lockdown,destablilised
[108] destablilised,lives
[91] lives,economically
[91] economically,weaker
[51] kunalguru11,outbreak

Top Word Pairs in Tweet in G8:
[35] covid,19
[10] contra,covid
[5] #soberana02,horizonte
[5] horizonte,cercano
[5] cercano,vacuna
[5] vacuna,nuestras
[5] nuestras,manos
[5] manos,prevención
[5] prevención,disciplina
[5] disciplina,cumplimiento

Top Word Pairs in Tweet in G9:
[22] covid,19
[13] skynews,covid
[12] 85,94
[11] linked,85
[11] 94,drop
[11] coronavirus,hospital
[11] hospital,admissions
[11] admissions,scotland
[11] scotland,study
[11] study,shows

Top Word Pairs in Tweet in G10:
[70] curioso,caso
[70] caso,gasolina
[70] gasolina,custava
[70] custava,90
[70] 90,culpa
[70] culpa,presidenta
[70] presidenta,agora
[70] agora,incríveis
[70] incríveis,60
[70] 60,culpa

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@cspanwj
@kalimayafashion
@donaldjtrumpjr
@electlisabarnes
@hlgatell
@mizumorimidori
@drsimonegold
@michiganmodera1
@kenzi47263807

Top Replied-To in G2:
@mippcivzla
@jvro1404
@medinaleonte
@nicolasmaduro
@italopsuv

Top Replied-To in G3:
@whitehouse
@maral218

Top Replied-To in G4:
@pritishnandy

Top Replied-To in G5:
@1lastrepublican
@laurenboebert
@jackposobiec
@rsbnetwork
@tx_walkerranger

Top Replied-To in G6:
@gmanews

Top Replied-To in G8:
@echabriere
@paulj388

Top Replied-To in G9:
@drsimonegold
@enddevolution
@emmakennytv
@talkradio
@longcovidch
@elle_g_lewis
@ridgeonsunday
@matthancock
@keir_starmer
@jimhigham

Top Mentioned
Top Mentioned in Entire Graph:
@mippcivzla
@nicolasmaduro
@finita512
@laurenboebert
@khunneung137
@vtvcanal8
@jandira_feghali
@pritishnandy
@npr
@kunalguru11

Top Mentioned in G1:
@mjnenews
@medicalworldnig
@hmgsouthwest
@casajuventgines
@ikariakiradio
@careyrussell45
@clagoulartfogo

Top Mentioned in G2:
@mippcivzla
@nicolasmaduro
@finita512
@vtvcanal8
@partidopsuv
@ruben78574362
@conelmazodando
@bebanegra
@r
@adi_111wayuu

Top Mentioned in G3:
@potus
@who
@joebiden
@secblinken
@issaahm37236764
@reuters
@mustafamelfeky2
@whitehouse
@statedept
@ap

Top Mentioned in G4:
@pritishnandy
@chrislu44
@nytimes
@drericding
@katieengelhart
@topublichealth
@ipskabra
@wantnewsapp
@russfla

Top Mentioned in G5:
@laurenboebert
@sentomcotton
@cnnpolitics
@cpac
@martinkulldorff
@lilgerald18
@jersey_craig
@scrscanada
@jackposobiec

Top Mentioned in G6:
@npr
@jenniferdoleac
@gmanews
@manilabulletin
@abc
@cnnee
@philippinestar
@abcnews
@crewcrew
@thescotsman

Top Mentioned in G7:
@kunalguru11
@gautamhere_
@sushilk39937867
@vivekpr51203510

Top Mentioned in G8:
@youtube
@granma_digital
@cubacoopera_ve3
@presidenciacuba
@echabriere
@medicadc
@diazcanelb
@cubaminrex
@juanmariolimad
@camwolfe

Top Mentioned in G9:
@skynews
@matthancock
@sandraweeden
@moriartyprofj3
@keir_starmer
@bee42681881
@love_nature2020
@juliahb1
@richard09380984
@ridgeonsunday

Top Mentioned in G10:
@jandira_feghali
@costa_rui
@fabiovboas
@brasil247

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@el_cooperante
@kompascom
@okezonenews
@detikcom
@myfavoritescene
@threadreaderapp
@republikaonline
@debesleerlo
@hiperenlazados

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@okezonenews
@republikaonline
@debesleerlo
@hiperenlazados
@afropages
@marciojmsilva
@poandpo
@watsupafrica

Top Tweeters in G2:
@conelmazodando
@yvke_mundial
@vtvcanal8
@amelia74698445
@partidopsuv
@nanciparra1
@yasmi70
@mcolozza2021
@ntn24
@mercedeslouzaod

Top Tweeters in G3:
@elespectador
@reuters
@dcexaminer
@time
@kumbalagodk
@ap
@toypilanewsq
@skynewsaust
@vonknight
@tony__heller

Top Tweeters in G4:
@viralvideovlogs
@nytimes
@russfla
@lseefeldt3
@careerfed
@kpjpsp
@sunterra1014
@malikmaalu
@libsinamerica
@kriszensufi

Top Tweeters in G5:
@nooneishere51
@clayphillips27
@jersey_craig
@joetrader6
@kjfkugkujvj
@cnnpolitics
@ctomme2
@deplorabletere1
@ruthhalleran
@nickatnight128

Top Tweeters in G6:
@gmanews
@govsherazkhan
@manilabulletin
@sueleugers
@newscenterphl1
@philippinestar
@bulldoghill
@reggiebub
@inbtwnnames
@paruchgretchen

Top Tweeters in G7:
@gautamhere_
@devataranagar
@robimanna
@maheshvarma996
@ryadav06
@tahilgolu
@rajpalfogawat
@sunilmo87187935
@ashishp56386203
@ankurbhista1

Top Tweeters in G8:
@nancysa45944060
@delalande72
@prensalatina_cu
@alelross198
@josepbastardas
@damiana_estevz
@lolavid
@granma_digital
@dacosta_jani
@addiel_pe

Top Tweeters in G9:
@skynews
@techjunkiejh
@indiasbigdebate
@bmc875
@olisinho_______
@carlachrisellis
@juliahb1
@helen_wallage
@bee42681881
@brettrichards67

Top Tweeters in G10:
@brasil247
@ninodinarelli
@dowmetria
@scarletnotohara
@allbouthatpussy
@gabizefe
@amsxsantos
@tata_ciccone
@difaleiro7
@doyaode