COVID-19, Twitter, 1/14/2021 9:06:11 AM, 245578


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COVID-19_2021-01-14_00-00-01.xlsx
COVID-19_2021-01-14_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/2LPuZQO
@repjayapal
@reuters
@thetruerandy
@rtraister
@hshaban
@lostneurodiver1
@nicolasmaduro
@cofheq
@cnn
@fizapathan

Top hashtags:
#covid19
#11ene
#flexibilizaciónsegura
#covid_19
#covid
#coronavirus
#17ene
#12ene
#notimippci

Description:
Description
The graph represents a network of 11,032 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 Thursday, 14 January 2021 at 08:24 UTC.

The requested start date was Thursday, 14 January 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 Monday, 11 January 2021 at 13:43 UTC to Wednesday, 13 January 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 : 11032
Unique Edges : 6189
Edges With Duplicates : 12626
Total Edges : 18815
Number of Edge Types : 5
Retweet : 5628
MentionsInRetweet : 6767
Tweet : 3612
Replies to : 401
Mentions : 2407
Self-Loops : 3647
Reciprocated Vertex Pair Ratio : 0.00739744451916611
Reciprocated Edge Ratio : 0.0146862483311081
Connected Components : 3423
Single-Vertex Connected Components : 1082
Maximum Vertices in a Connected Component : 732
Maximum Edges in a Connected Component : 2017
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.314023
Graph Density : 7.38573848411514E-05
Modularity : 0.549855
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 11,032 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 Thursday, 14 January 2021 at 08:24 UTC.

The requested start date was Thursday, 14 January 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 Monday, 11 January 2021 at 13:43 UTC to Wednesday, 13 January 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:
[29] http://www.minci.gob.ve/alba-debe-perfeccionar-los-tratamientos-para-combatir-el-covid-19/
[19] http://www.minci.gob.ve/rusia-inicio-ensayos-de-la-vacuna-sputnik-light-anti-covid-19/
[14] http://www.minci.gob.ve/coronavirus-covid-19/
[13] https://twitter.com/james_benedetto/status/1348860386930552833
[12] https://politica.estadao.com.br/noticias/geral,bolsonaro-tentou-sabotar-combate-a-covid-19-diz-human-rights-watch,70003579763
[11] http://g1.globo.com/mundo/noticia/2021/01/13/bolsonaro-tentou-sabotar-medidas-contra-covid-19-diz-relatorio-anual-da-human-rights-watch.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[11] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20210113
[10] https://www.washingtonpost.com/opinions/2021/01/12/bonnie-watson-coleman-covid-republicans-masks/
[10] https://www.24matins.es/topnews/portada/dos-congresistas-de-eeuu-dan-positivo-al-covid-19-tras-el-ataque-al-capitolio-245315
[9] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary

Top URLs in Tweet in G1:
[4] https://www1.folha.uol.com.br/colunas/painel/2021/01/ministerio-da-saude-pressiona-manaus-e-diz-ser-inadmissivel-nao-usar-cloroquina-contra-covid-19.shtml?utm_source=twitter&utm_medium=social&utm_campaign=comptw
[4] https://g1.globo.com/mundo/noticia/2021/01/13/bolsonaro-tentou-sabotar-medidas-contra-covid-19-diz-relatorio-anual-da-human-rights-watch.ghtml
[3] https://warritatafo.com/spurs-v-fulham-moved-to-wednesday-after-aston-villa-covid-19-cases-mean-they-cannot-play/
[3] https://bluescaleservices.com/shop-our-store/ols/products/covid-19-resources-for-businesses
[3] https://www.twibbonize.com/bumnsiapdivaksin
[3] https://www.bbc.co.uk/news/entertainment-arts-55630861
[3] https://www.premierinjuries.com/
[3] http://www.tintahijau.com/rekreasi/wisata/24272-dihantam-covid-19,-kunjungan-wisatawan-ke-majalengka-turun-drastis
[3] https://www.agriorbit.com/death-of-prof-karaan-a-heavy-blow-to-agri-sa/
[3] http://welcome.netmedical.com/news

Top URLs in Tweet in G2:
[29] http://www.minci.gob.ve/alba-debe-perfeccionar-los-tratamientos-para-combatir-el-covid-19/
[19] http://www.minci.gob.ve/rusia-inicio-ensayos-de-la-vacuna-sputnik-light-anti-covid-19/
[14] http://www.minci.gob.ve/coronavirus-covid-19/
[8] https://www.vtv.gob.ve/romulo-otero-dio-positivo-por-covid-19/
[5] https://www.pscp.tv/w/1OwGWVpAQoWKQ
[4] https://mazo4f.com/eeuu-gorilas-de-zoologico-en-san-diego-dan-positivo-para-covid-19
[3] https://www.vtv.gob.ve/covid-19-dia-303-casos-1201202/
[3] https://twitter.com/Mippcivzla/status/1348590619141287947
[2] https://www.vtv.gob.ve/ejecutivo-instruye-llevar-nuevamente-al-maximo-nivel-las-brigadas-medicas-para-atender-la-covid-19/
[2] https://www.vtv.gob.ve/comision-presidencial-refuerzo-bioseguridad-covid-venezuela/

Top URLs in Tweet in G3:
[2] https://www.theglobeandmail.com/politics/article-most-canadians-say-they-will-take-covid-19-vaccine-when-available-to/
[1] https://jayapal.house.gov/2021/01/11/covid-test/
[1] https://thefrontline.org/actions/forwardtogether/?source=m4bl
[1] https://nbcnews.to/2Xuquhh
[1] https://twitter.com/KaivanShroff/status/1348876677519126529

Top URLs in Tweet in G4:
[8] http://www.thepresidency.gov.za/newsletters/president-ramaphosa-address-nation-developments-sa%E2%80%99s-covid-19-response-0#overlay=batch?op=start&id=8791
[3] https://www.enca.com/news/COVID-19-has-no-scientific-link-with-5G-Karim
[2] https://ewn.co.za/2021/01/12/covid-19-travellers-at-lebombo-border-grow-impatient?utm_source=dlvr.it&utm_medium=twitter
[1] https://brook.gs/3orA7t6
[1] https://www.news24.com/news24/southafrica/news/durban-nurses-who-allegedly-used-dead-covid-19-patients-bank-card-arrested-for-fraud-20210113
[1] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[1] https://www.news24.com/news24/southafrica/news/matric-2020-marking-of-matric-exam-scripts-still-on-track-20210111
[1] https://www.theguardian.com/world/audio/2021/jan/12/inside-the-investigation-into-how-covid-19-began-podcast
[1] https://ncr-iran.org/en/news/human-rights/iran-covid-19-fatalities-surpass-200000-direct-result-of-regimes-inhumane-policies/
[1] https://www.news24.com/news24/southafrica/news/covid-19-use-of-ivermectin-risky-unethical-and-unjustified-mac-tells-health-dept-20210112

Top URLs in Tweet in G6:
[1] https://cnnphilippines.com/news/2021/1/13/live-updates-covid-pandemic.html
[1] https://bit.ly/38z3Hr7
[1] https://cnnphilippines.com/news/2021/1/12/live-updates-covid-pandemic.html
[1] https://newsinfo.inquirer.net/1382304/senators-question-vaccine-deal-with-chinese-sinovac-sans-eua-application?utm_medium=Social&utm_source=Twitter#Echobox=1610362519
[1] https://inq.news/3q5Tjgi
[1] https://newsinfo.inquirer.net/1383413/wariness-in-indonesia-as-chinese-sinovac-covid-19-jabs-start?utm_medium=Social&utm_source=Twitter#Echobox=1610542334
[1] https://inq.news/Risahitsgovt
[1] https://inq.news/CebuCityonvaccine
[1] https://cnn.it/35BdZ8d
[1] https://cnn.it/35r7tAT

Top URLs in Tweet in G7:
[1] https://www.publimetro.co/co/noticias/2021/01/12/confirmado-colombia-no-ha-firmado-contratos-farmaceuticas-vacuna-covid-19.html
[1] https://www.pfizer.com.co/tu-salud/pfizer--biontech-suministraran-a-colombia-10-millones-de-dosis-de-su-vacuna

Top URLs in Tweet in G8:
[5] https://www.cnn.com/2020/12/16/us/katalin-kariko-covid-19-vaccine-scientist-trnd/index.html
[2] https://www.bbc.com/news/world-europe-55615791
[2] https://www.theguardian.com/commentisfree/2020/dec/25/covid-19-good-health-biology-pandemic-unequal-effects
[2] https://blogs.bmj.com/bmj/2021/01/07/pandemic-fatigue-how-adherence-to-covid-19-regulations-has-been-misrepresented-and-why-it-matters/
[1] https://www.justgiving.com/crowdfunding/julia-patterson
[1] https://www.reuters.com/article/us-health-coronavirus-malaysia-idUSKBN29I0ZB?taid=5ffef4b44156da0001be28b7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://pubmed.ncbi.nlm.nih.gov/33406053/
[1] https://zoom.us/webinar/register/WN_zKTg24PlROymQPpDdKaQew
[1] https://theconversation.com/oxford-scientists-how-we-developed-our-covid-19-vaccine-in-record-time-153135
[1] https://www.wsj.com/articles/u-s-to-require-covid-19-tests-for-all-international-visitors-11610472867

Top URLs in Tweet in G9:
[5] https://www.thestar.com/news/gta/2021/01/11/ontarios-covid-19-infections-continued-to-rise-on-the-weekend-so-why-did-the-number-of-vaccinations-drop.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=
[3] https://www.reuters.com/article/us-health-coronavirus-canada-sickleave/as-canada-battles-rising-covid-19-cases-lack-of-sick-leave-fuels-transmission-idUSKBN29H1AW
[2] https://www.ctvnews.ca/sports/nhl-reports-27-positive-covid-19-tests-during-camps-including-17-from-dallas-1.5264377?taid=5ffe4d1b8844f300017491ac&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] http://fw.to/AQirN3O
[1] https://www.thestar.com/news/city_hall/2021/01/11/toronto-to-open-first-clinic-for-covid-19-vaccinations-next-week.html?utm_source=Facebook&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=&utm_source=twitter&source=torontostar&utm_medium=SocialMedia&utm_campaign=&utm_campaign_id=&utm_content=
[1] https://www.thestar.com/opinion/editorials/2021/01/12/doug-fords-rhetoric-falls-short-of-the-reality-of-covid-19.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=OpinionStaff&utm_content=doug-ford-rhetoric&utm_source=twitter&source=torontostar&utm_medium=SocialMedia&utm_campaign=&utm_campaign_id=&utm_content=
[1] https://www.thestar.com/news/canada/2021/01/12/she-was-a-health-care-hero-for-45-years-before-covid-now-theyre-fundraising-for-her-funeral.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=National&utm_content=
[1] https://globalnews.ca/news/7554236/bc-new-covid-19-school-exposures-2021/?utm_medium=Twitter&utm_source=%40globalbc
[1] https://www.sportsnet.ca/nhl/article/nhl-announces-27-players-tested-positive-covid-19-training-camps/
[1] https://www.toronto.ca/home/covid-19/covid-19-what-you-should-do/covid-19-have-symptoms-or-been-exposed/covid-19-assessment-centres/

Top URLs in Tweet in G10:
[3] https://www.kompas.tv/article/137682/11-278-kasus-baru-indonesia-catat-rekor-covid-19-tertinggi?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnnindonesia.com/hiburan/20210113173852-234-593290/ariel-noah-dan-risa-saraswati-divaksin-covid-19-besok?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.cnnindonesia.com/nasional/20210112144146-20-592673/krisis-rs-rujukan-covid-19-buah-salah-penanganan-sedari-awal?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.cnnindonesia.com/nasional/20210113165151-20-593267/kasus-harian-covid-19-dki-pecah-rekor-3476-orang?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://m.liputan6.com/news/read/4455273/menag-minta-seluruh-umat-beragama-tidak-meragukan-vaksin-covid-19?utm_source=Mobile&utm_medium=twitter&utm_campaign=Share_Hanging
[1] https://www.youtube.com/watch?v=8ef1Jo_ZYUc&feature=youtu.be

[1] https://www.cnnindonesia.com/nasional/20210112194608-20-592854/satgas-zona-merah-covid-19-naik-jadi-70-daerah?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[1] https://www.cnnindonesia.com/gaya-hidup/20210111192330-255-592343/daftar-vitamin-yang-direkomendasikan-untuk-pasien-covid-19?utm_campaign=cnnsocmed&utm_medium=oa&utm_source=twitter&utm_content=reshare
[1] https://m.liputan6.com/news/read/4400646/dampak-pandemi-covid-19-1800-buruh-pabrik-sepatu-di-tangerang-kena-phk
[1] https://kabar24.bisnis.com/read/20210112/15/1341970/tolak-disuntik-vaksin-covid-19-siap-siap-masuk-penjara-dan-denda-rp100-juta

Top Domains
Top Domains in Tweet in Entire Graph:
[206] twitter.com
[136] com.br
[99] bit.ly
[94] gob.ve
[85] co.uk
[58] youtube.com
[52] reuters.com
[51] trib.al
[43] globo.com
[36] cbc.ca

Top Domains in Tweet in G1:
[48] twitter.com
[36] com.br
[13] co.uk
[11] globo.com
[10] youtube.com
[9] blogspot.com
[9] com.mx
[9] co.za
[7] reuters.com
[6] cnn.com

Top Domains in Tweet in G2:
[93] gob.ve
[20] mazo4f.com
[9] org.ve
[7] pscp.tv
[7] bitly.ws
[6] twitter.com
[6] youtube.com
[5] bitlydns.net
[4] bit.ly
[4] info.ve

Top Domains in Tweet in G3:
[2] theglobeandmail.com
[1] house.gov
[1] thefrontline.org
[1] nbcnews.to
[1] twitter.com

Top Domains in Tweet in G4:
[8] gov.za
[4] news24.com
[3] enca.com
[2] co.za
[1] brook.gs
[1] theguardian.com
[1] ncr-iran.org
[1] reducemyrisk.tv
[1] nationalreview.com

Top Domains in Tweet in G6:
[5] cnn.it
[3] inq.news
[2] cnnphilippines.com
[2] inquirer.net
[1] bit.ly
[1] trib.al

Top Domains in Tweet in G7:
[1] publimetro.co
[1] com.co

Top Domains in Tweet in G8:
[5] cnn.com
[4] bmj.com
[2] bbc.com
[2] theguardian.com
[2] theconversation.com
[1] justgiving.com
[1] reuters.com
[1] nih.gov
[1] zoom.us
[1] wsj.com

Top Domains in Tweet in G9:
[12] thestar.com
[3] reuters.com
[2] ctvnews.ca
[2] fw.to
[1] globalnews.ca
[1] sportsnet.ca
[1] toronto.ca
[1] forbes.com
[1] canada.ca
[1] twitter.com

Top Domains in Tweet in G10:
[9] cnnindonesia.com
[3] kompas.tv
[3] liputan6.com
[1] youtube.com
[1] bisnis.com
[1] go.id
[1] inews.id

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[465] covid19
[271] 11ene
[223] flexibilizaciónsegura
[180] covid_19
[124] covid
[99] coronavirus
[75] 17ene
[46] 12ene
[41] notimippci
[37] 13ene



Top Hashtags in Tweet in G1:
[67] covid19
[31] covid_19
[21] coronavirus
[18] covid
[7] corona
[5] 11ene
[4] health
[4] covidー19
[4] salud
[4] news

Top Hashtags in Tweet in G2:
[225] 11ene
[193] flexibilizaciónsegura
[61] 17ene
[41] notimippci
[28] enunidadpatriótica
[27] combatealcovid19
[26] elesequiboesdevenezuela
[24] envideo
[20] lodijo
[19] covid_19

Top Hashtags in Tweet in G3:
[6] forwardtogether
[1] defundpolice
[1] breatheact
[1] hypocrite

Top Hashtags in Tweet in G4:
[2] china
[2] covid
[1] dstv403
[1] iran
[1] covid19
[1] coronavirus
[1] therapeutics
[1] coronavirusstrain
[1] ccp

Top Hashtags in Tweet in G6:
[3] sarasidner
[3] covid19
[3] covid19la
[1] notochacha
[1] bakunahindichacha
[1] vaccineforfilipinosnow

Top Hashtags in Tweet in G7:
[1] covid
[1] rentabásicaya
[1] revocatoriaclaudialopez

Top Hashtags in Tweet in G8:
[3] covid19
[2] nicolasturgeon
[2] b117
[2] brexit
[1] frompovertytoflourishing
[1] reformhealth
[1] curfew
[1] boris

Top Hashtags in Tweet in G9:
[10] covid19
[3] downsyndrome
[2] covid
[2] onpoli
[2] vaccines
[2] cdnpoli
[2] coronavirus
[1] stareditorial
[1] torontomapleleafs
[1] nhl

Top Hashtags in Tweet in G10:
[5] vaksinkitadatanglagi
[2] vaksinlolosujiklinis
[1] gusyaqut
[1] gusmen
[1] covid19
[1] cnnindonesia
[1] kabarkabinet
[1] potretkabinet
[1] vaksincovid19
[1] repost

Top Words
Top Words in Tweet in Entire Graph:
[7990] covid
[7790] 19
[824] contra
[725] vaccine
[559] positive
[465] #covid19
[457] being
[431] test
[418] capitol
[383] people

Top Words in Tweet in G1:
[980] covid
[958] 19
[83] contra
[80] vaccine
[67] #covid19
[58] more
[44] cases
[42] casos
[39] 2021
[34] people

Top Words in Tweet in G2:
[556] 19
[555] covid
[280] contra
[230] venezuela
[221] #11ene
[193] #flexibilizaciónsegura
[187] batalla
[164] dando
[154] nicolasmaduro
[149] día

Top Words in Tweet in G3:
[340] repjayapal
[334] capitol
[304] covid
[304] 19
[292] positive
[291] being
[286] result
[286] room
[285] received
[285] test

Top Words in Tweet in G4:
[69] president
[63] covid
[60] 19
[43] address
[39] sa
[39] nation
[39] developments
[39] response
[37] ramaphosa
[36] cyrilramaphosa

Top Words in Tweet in G5:
[303] mac
[206] kes
[197] kita
[109] covid
[107] 19
[99] 29
[99] 130
[98] rekod
[98] malaysia
[98] simpan

Top Words in Tweet in G6:
[109] covid
[109] 19
[51] variant
[50] breaking
[48] first
[48] detected
[48] philippines
[43] cnnphilippines
[42] doh
[41] discovered

Top Words in Tweet in G7:
[15] covid
[15] 19
[13] ivanduque
[10] ocaso
[6] duque
[6] claudialopez
[5] gobierno
[5] trum
[5] lanzó
[5] pre

Top Words in Tweet in G8:
[44] covid
[40] 19
[33] vaccine
[23] jujuliagrace
[22] number
[20] borisjohnson
[18] course
[17] matthancock
[16] dose
[15] dear

Top Words in Tweet in G9:
[38] covid
[34] 19
[25] ontario
[15] doses
[11] torontostar
[10] vaccine
[10] #covid19
[9] update
[8] vaccines
[8] jan

Top Words in Tweet in G10:
[80] covid
[79] 19
[54] vaksin
[39] jokowi
[29] ini
[27] yang
[26] saya
[20] menerima
[20] vaksinasi
[20] penyakit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7533] covid,19
[708] contra,covid
[471] positive,covid
[439] 19,vaccine
[330] 19,test
[304] locked,down
[302] being,locked
[301] secured,room
[300] down,secured
[296] test,result

Top Word Pairs in Tweet in G1:
[938] covid,19
[74] contra,covid
[57] 19,vaccine
[24] casos,covid
[22] 19,cases
[20] vaksin,covid
[19] 19,pandemic
[16] positive,covid
[14] 19,vaccination
[14] 19,vaccines

Top Word Pairs in Tweet in G2:
[550] covid,19
[263] contra,covid
[175] batalla,contra
[158] dando,batalla
[147] continúa,dando
[143] venezuela,continúa
[116] #flexibilizaciónsegura,venezuela
[112] día,#flexibilizaciónsegura
[110] etiqueta,día
[100] #11ene,etiqueta

Top Word Pairs in Tweet in G3:
[304] covid,19
[290] positive,covid
[285] received,positive
[285] 19,test
[285] test,result
[285] result,being
[285] being,locked
[285] locked,down
[285] down,secured
[285] secured,room

Top Word Pairs in Tweet in G4:
[60] covid,19
[39] address,nation
[37] president,ramaphosa
[37] ramaphosa,address
[37] nation,developments
[37] developments,sa
[37] sa,covid
[37] 19,response
[30] presidencyza,president
[29] response,president

Top Word Pairs in Tweet in G5:
[99] mac,130
[98] rekod,covid
[98] covid,29
[98] 29,malaysia
[98] malaysia,kita
[98] kita,simpan
[98] simpan,sini
[98] sini,buat
[98] buat,sejarah
[98] sejarah,anak

Top Word Pairs in Tweet in G6:
[109] covid,19
[48] detected,philippines
[42] 19,variant
[42] philippines,doh
[41] cnnphilippines,breaking
[41] breaking,covid
[41] variant,first
[41] first,discovered
[41] discovered,united
[41] united,kingdom

Top Word Pairs in Tweet in G7:
[15] covid,19
[5] ocaso,trum
[5] trum,lanzó
[5] lanzó,ocaso
[5] ocaso,pre
[5] pre,duque
[5] duque,cuestionado
[5] cuestionado,discurso
[5] discurso,hundió
[5] hundió,tinieblas

Top Word Pairs in Tweet in G8:
[40] covid,19
[15] dear,matthancock
[15] matthancock,borisjohnson
[15] borisjohnson,dose
[15] dose,covid
[15] 19,partial
[15] partial,vaccine
[15] vaccine,course
[15] course,declaring
[15] declaring,number

Top Word Pairs in Tweet in G9:
[32] covid,19
[9] ontario,covid
[7] doses,covid
[6] million,doses
[6] 19,vaccine
[5] doug,ford
[4] wednesday,january
[4] january,13th
[4] 13th,ontario
[4] 19,ontario

Top Word Pairs in Tweet in G10:
[79] covid,19
[33] vaksin,covid
[18] jokowi,saya
[12] saya,telah
[12] vaksin,sinovac
[12] hari,ini
[11] telah,menerima
[11] menerima,suntikan
[11] suntikan,vaksin
[11] sinovac,evaluasi

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@sarasidnercnn
@fordnation
@beltrandelrio
@channelstv
@dipikakataria
@karl_lauterbach
@borisjohnson
@dep_acoutinho
@finminindia

Top Replied-To in G1:
@bfmlittoral
@bfmgrandlille

Top Replied-To in G2:
@mippcivzla
@jaarreaza
@nicolasmaduro
@damaril_d
@jaimeernestoca1
@utso_04trujillo
@ana198620
@oncti_mppct
@ormarys7
@pabastoj

Top Replied-To in G3:
@repjayapal
@deepakguptalaw
@themariefonseca

Top Replied-To in G4:
@presidencyza
@abramjee
@stunnatheking1
@drzwelimkhize
@covid_19_za
@mtariqpossible
@nnyane_r
@athinkala99

Top Replied-To in G6:
@sarasidnercnn
@cnn

Top Replied-To in G7:
@urbimaria37

Top Replied-To in G8:
@borisjohnson

Top Replied-To in G9:
@fordnation
@justintrudeau
@admiralquality

Top Replied-To in G10:
@nataliuspigai2
@endutmaniez
@kemenkesri

Top Mentioned
Top Mentioned in Entire Graph:
@repjayapal
@nicolasmaduro
@mippcivzla
@okinafitto
@vtvcanal8
@cnnphilippines
@jokowi
@cyrilramaphosa
@cnnee
@paigewastaken2

Top Mentioned in G1:
@informazio_
@housingitguy
@rennoaltocampoo
@wropinativa
@agenciamvt
@solajakunle
@butiklavinya
@dslender19xx
@eldiario_net

Top Mentioned in G2:
@nicolasmaduro
@mippcivzla
@vtvcanal8
@cancilleriave
@alvaradoc_salud
@minsaludve
@embsergio
@indiavenezuela
@ros_rodriguez_
@hectorsilvavzla

Top Mentioned in G3:
@repjayapal
@mvmnt4blklives
@nbcnews
@2rawtooreal
@kaivanshroff
@taketwock
@mogtheconfessor
@deepakguptalaw
@repgwenmoore
@roarquette

Top Mentioned in G4:
@cyrilramaphosa
@presidencyza
@who
@drzwelimkhize
@covid_19_za
@news24
@david_makhura
@gautenghealth
@enca
@athigeleba

Top Mentioned in G5:
@okinafitto
@khairizulfadhli

Top Mentioned in G6:
@cnnphilippines
@cnn
@inquirerdotnet
@sarasidnercnn
@annamajacnn
@laratyan
@cathiscreations
@meltlopez
@mrvinceangelo
@jemelehill

Top Mentioned in G7:
@ivanduque
@claudialopez
@alvaroleyva
@rosdabella
@1961tokio
@ramadanmezvzla
@leonardo19741
@comolamarcafc
@carpinteroalejo
@fooros

Top Mentioned in G8:
@jujuliagrace
@borisjohnson
@matthancock
@drericding
@bmj_latest
@10downingstreet
@kkariko
@reicherstephen
@profjohndrury
@alexdpking

Top Mentioned in G9:
@torontostar
@imgrund
@fordnation
@justintrudeau
@ctvnews
@picardonhealth
@johntory
@bhekisisa_mg
@miamalan
@paimadhu

Top Mentioned in G10:
@jokowi
@yaqutcqoumas
@herculeszzz
@ridwankamil
@cnnindonesia
@yusuf_dumdum
@kompastv
@setkabgoid
@budigsadikin
@firdzaradiany

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@el_cooperante
@extravzla
@contrapuntovzla
@opsiin
@dolartoday
@lasillarota
@sumariumcom

Top Tweeters in G1:
@el_cooperante
@extravzla
@contrapuntovzla
@opsiin
@rotadatos
@radioelshinta
@watsupafrica
@billm9
@waka__chang
@lado_mx

Top Tweeters in G2:
@la_patilla
@conelmazodando
@vtvcanal8
@anaderodriguez_
@lucena51
@irr644
@amelia74698445
@partidopsuv
@nanciparra1
@memaemma53

Top Tweeters in G3:
@corinneam
@icntoan
@joansinmiedo
@frankie5563
@nbcnews
@dazilmz
@frogrings
@hudsonette
@jasxiverson
@stoppedclock321

Top Tweeters in G4:
@lastampa
@enca
@news24
@iol
@ewnupdates
@boghche
@skytg24
@cityofjoburgza
@rainews
@abramjee

Top Tweeters in G5:
@rudyramly
@syafiqah_nabila
@azajalani
@qecinaj
@ntshazmn
@filzatizuki97
@aimanrazib_
@fakhrulaiiman_
@lxsvmxl
@iiilyaaanaaa19

Top Tweeters in G6:
@inquirerdotnet
@cnnphilippines
@cnn
@fizapathan
@stormybluepup
@jetlifeual
@jesusnarrowway
@jemelehill
@alittlemoochi
@la_robert420

Top Tweeters in G7:
@viejis39
@merv59
@ojovene
@lavozdelcampo
@licpcruz2
@joseblas04
@cleogklein
@wilfredonc
@henryescap
@johnnyas2018

Top Tweeters in G8:
@murfad
@garden4u_wa
@vicentelozadab
@neighbour_kx
@starterpat
@strackekey
@labcold
@conversationuk
@fruich
@bmj_latest

Top Tweeters in G9:
@torontostar
@cmusician
@ctvnews
@trusssssmidaddy
@barneyblather
@lauraseriously1
@surveyorx
@picardonhealth
@jaydeewriting
@bhekisisa_mg

Top Tweeters in G10:
@cnnindonesia
@kompastv
@4rdn4n
@elpertama
@paltiwest
@dubeswakanda
@nanoschon_
@dubie_tina
@hyvaikal
@wantahgdn