COVID-19, Twitter, 9/19/2021 1:21:02 PM, 262400


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COVID-19_2021-09-19_00-00-01.xlsx
COVID-19_2021-09-19_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3nOGM2W
@abc
@ksm6969
@joncoopertweets
@msnbc
@akonai958
@bscottanner
@ncblue20
@cbsnews
@cnn
@centerinventor1

Top hashtags:
#covid19
#covid_19
#enhypen
#covid
#coronavirus
#venezuela
#epavacúnate
#44456
#新型コロナウイルス
#vaccination

Description:
Description
The graph represents a network of 10,522 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, 19 September 2021 at 07:23 UTC.

The requested start date was Sunday, 19 September 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, 4-minute period from Wednesday, 15 September 2021 at 12:13 UTC to Friday, 17 September 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 : 10522
Unique Edges : 5523
Edges With Duplicates : 12526
Total Edges : 18049
Number of Edge Types : 5
Retweet : 5554
MentionsInRetweet : 6583
Replies to : 460
Tweet : 3325
Mentions : 2127
Self-Loops : 3361
Reciprocated Vertex Pair Ratio : 0.0067240769140026
Reciprocated Edge Ratio : 0.0133583313803609
Connected Components : 3088
Single-Vertex Connected Components : 1030
Maximum Vertices in a Connected Component : 768
Maximum Edges in a Connected Component : 1682
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.749004
Graph Density : 7.70898712707549E-05
Modularity : 0.542618
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,522 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, 19 September 2021 at 07:23 UTC.

The requested start date was Sunday, 19 September 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, 4-minute period from Wednesday, 15 September 2021 at 12:13 UTC to Friday, 17 September 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:
[73] https://www.soompi.com/article/1488981wpp/enhypen-members-recover-from-covid-19-to-make-october-comeback-with-full-album
[31] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[27] https://theexpose.uk/2021/09/15/30k-people-died-within-21-days-of-having-a-covid-19-vaccine-in-england/
[16] https://www.cbc.ca/news/canada/edmonton/kenney-shandro-hinshaw-update-covid-19-1.6177210
[16] https://twitter.com/spring21MM/status/1438061775165874179
[14] https://www.soompi.com/article/1488966wpp/an-yu-jin-recovers-from-covid-19
[13] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[12] https://www.zerohedge.com/covid-19/why-does-no-one-ever-talk-about-sweden-anymore
[12] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[12] https://www.koreaboo.com/news/enhypen-recovers-covid-19-prepares-comeback-october/

Top URLs in Tweet in G1:
[15] https://twitter.com/spring21MM/status/1438061775165874179
[6] https://theexpose.uk/2021/09/15/30k-people-died-within-21-days-of-having-a-covid-19-vaccine-in-england/
[5] https://www.poandpo.com/
[4] https://www.elsoldemexico.com.mx/mexico/sociedad/contagios-de-covid-19-crecieron-a-ritmo-de-550-casos-por-hora-7219162.html
[3] https://www.instagram.com/accounts/login/
[3] https://rssfeeds.cloudsite.builders/2021/09/16/marin-tightens-covid-19-restrictions-for-school-athletes/
[3] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[3] https://www.komchadluek.net/covid-19/484045?twitter=
[3] https://beritasampit.co.id/2021/09/16/mukhtarudin-alokasikan-7-ribu-vaksin-covid-19-untuk-warga-kalteng/
[3] https://www.univision.com/noticias/en-un-minuto-en-duda-el-plan-de-refuerzo-de-vacunacion-contra-el-covid-19-a-la-espera-de-los-reguladores-video

Top URLs in Tweet in G2:
[6] https://terrabrasilnoticias.com/2021/09/entenda-o-que-e-trombose-e-qual-a-associacao-entre-a-doenca-e-a-covid-19/
[3] https://jovempan.com.br/noticias/mundo/cidade-do-mexico-diz-que-ivermectina-reduziu-internacoes-por-covid-19-em-ate-76.html
[2] https://www.elimpulso.com/2021/09/17/infogafia-1-260-nuevos-casos-de-covid-19-y-16-fallecidos-se-registraron-en-venezuela-17sep-covid/
[2] https://pleno.news/brasil/governo-suspende-vacinacao-de-adolescentes-contra-a-covid-19.html
[1] https://www.youtube.com/watch?v=nTPGCsMT8ww&feature=youtu.be

[1] https://fleekus.com/b/contraposicao/article/policia-federal-faz-operacao-contra-a-precisa-medicamentos-apos-pedido-da-cpi-da-covid-19-ziaxe
[1] https://www.euronews.com/next/2021/09/13/covid-19-people-not-fully-vaccinated-11-times-more-likely-to-die-from-disease
[1] https://terrabrasilnoticias.com/2021/09/justica-suspende-decreto-de-paes-que-tornava-obrigatoria-a-vacinacao-contra-a-covid-19-para-servidores-municipais-do-rj/

Top URLs in Tweet in G3:
[4] https://www.astroawani.com/berita-malaysia/pelancong-ke-langkawi-wajib-jalani-ujian-saringan-covid19-kata-khairy-jamaluddin-319882
[2] https://covidnow.moh.gov.my/
[1] https://kpkesihatan.com/2021/09/16/kenyataan-akhbar-kpk-16-september-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://www.bernama.com/bm/am/news.php?id=2004331#.YUSGdxviJAY.twitter
[1] https://www.bernama.com/bm/am/news.php?id=2004010#.YUM0XKkfDro.twitter
[1] https://twitter.com/bernamadotcom/status/1438463871711211522
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fkementeriankesihatanmalaysia%2Fvideos%2F174746091462837
[1] https://www.nst.com.my/news/nation/2021/09/727881/5-langkawi-bound-domestic-tourists-positive-covid-19
[1] https://www.astroawani.com/berita-bisnes/pakar-saham-bumiputera-nazarry-rosli-meninggal-dunia-akibat-covid19-320108
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F302058676642463%2Fposts%2F1915333635314951%2F

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=FXpVzrc7Sx4&feature=youtu.be

[1] https://www.cincinnati.com/story/opinion/2021/09/08/opinion-lets-have-serious-discussion-covid-19-and-treatments/5754234001/
[1] https://www.cureus.com/articles/63131-ivermectin-as-a-sars-cov-2-pre-exposure-prophylaxis-method-in-healthcare-workers-a-propensity-score-matched-retrospective-cohort-study
[1] https://www.forbes.com/sites/lindseybartlett/2021/01/21/new-study-shows-cannabis-reduces-inflammatory-storms-caused-by-covid-19/?sh=4c26e1de6d0a
[1] https://www.forbes.com/sites/emilyearlenbaugh/2020/08/11/cannabis-shows-potential-to-help-and-harm-in-coronavirus-cases-experts-explain-why/#7b78e2ab33ea
[1] https://www.forbes.com/sites/emilyearlenbaugh/2020/07/15/cbd-for-coronavirus-new-study-adds-evidence-for-cannabis-as-covid-19-treatment/?utm_source=dlvr.it&utm_medium=twitter
[1] https://m.jpost.com/health-science/israeli-study-finds-efficacy-in-using-cannabis-terpenes-to-treat-covid-19-638198/amp
[1] https://www.telegraph.co.uk/news/2020/08/22/covid-19-can-survive-frozen-meat-fish-three-weeks-study-finds/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=bd002990-826e-11eb-bd5a-d97578c2da18&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMy0xMC9haXItcG9sbHV0aW9uLWtpbGxzLWZhci1tb3JlLXBlb3BsZS10aGFuLWNvdmlkLWV2ZXItd2lsbA==

Top URLs in Tweet in G5:
[73] https://www.soompi.com/article/1488981wpp/enhypen-members-recover-from-covid-19-to-make-october-comeback-with-full-album
[14] https://www.soompi.com/article/1488966wpp/an-yu-jin-recovers-from-covid-19
[12] https://www.koreaboo.com/news/enhypen-recovers-covid-19-prepares-comeback-october/
[2] https://www.soompi.com/article/1488719wpp/n-flyings-lee-seung-hyub-kim-jae-hyun-yoo-hwe-seung-and-seo-dong-sung-recover-from-covid-19
[2] https://www.soompi.com/article/1488963wpp/n-flyings-cha-hun-recovers-from-covid-19

Top URLs in Tweet in G6:
[30] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[9] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[3] https://trialsitenews.com/major-icmr-study-of-indian-healthcare-workers-reveals-covid-19-vaccine-antibodies-wane-within-2-months-for-covaxin-3-months-for-covishield-astrazeneca/
[2] https://dfw.cbslocal.com/?p=982670
[2] https://news.sky.com/story/covid-19-vaccine-booster-programme-begins-as-nhs-starts-giving-third-jabs-12409424
[2] https://news.sky.com/story/covid-19-france-suspends-thousands-of-health-workers-after-they-fail-to-get-vaccinated-12409650
[2] https://www.theepochtimes.com/mkt_breakingnews/texas-hospital-faces-closure-over-covid-19-vaccine-mandate-ceo_3998746.html?utm_source=newsnoe&utm_medium=email2&utm_campaign=breaking-2021-09-15-1&mktids=be66563e30c3eb091863dbd237d7910a&est=LTD38N319rIAdAZym6dKDXnzJDW2PzzgWn2QszTCj2WwHUFhITuwEK5adSU%3D
[1] https://trialsitenews.com/prominent-medical-boards-message-to-physicians-keep-quiet-on-covid-19-vaccine-or-risk-loss-of-licensure-economic-livelihood/
[1] https://pubmed.ncbi.nlm.nih.gov/34308537/
[1] https://www.bmj.com/content/374/bmj.n2101/rr-0

Top URLs in Tweet in G7:
[8] https://www.mychesco.com/a/news/pennsylvania/second-lady-fetterman-secretary-of-agriculture-promote-health-food-equity-at-free-covid-19-vaccine-clinic/
[2] https://www.tampabay.com/news/florida-politics/2021/09/16/death-of-hillsborough-gop-member-from-covid-19-causes-financial-problems-for-party/
[2] https://www.palmbeachpost.com/story/news/coronavirus/2021/09/14/covid-kills-6-unvaccinated-members-palm-beach-county-family-3-weeks/8336808002/
[2] https://abc11.com/health/raleigh-woman-wanted-covid-vaccine-but-instead-got-meningitis-shot/11025638/
[2] https://www.wsbtv.com/news/local/atlanta/georgia-has-lost-more-than-2-dozen-teachers-staff-since-start-school-year-covid-19/SFURXQOXAJH25E3VGVZGTEU3HI/?outputType=amp
[1] https://www.thedailybeast.com/laura-loomer-who-once-said-bad-fajitas-were-worse-than-covid-says-shes-tested-positive
[1] https://www.huffpost.com/entry/1-in-500-americans-has-died-of-covid-19_n_6141f6bee4b0dda4cbd6df36
[1] https://www.cnn.com/2021/09/16/us/florida-vaccine-advocate-family-member-deaths/index.html
[1] https://people.com/health/dad-urges-vaccinations-after-sons-appendix-bursts-while-waiting-to-get-into-crowded-florida-ers/
[1] https://www.ajc.com/news/atlanta-news/georgia-public-health-officials-most-covid-19-outbreaks-now-in-schools/TMJBT4Q33ZFYZLJXQ7TRCK7RNE/

Top URLs in Tweet in G8:
[2] https://www.themalaysianinsight.com/bahasa/s/339873?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=msianinsight
[2] https://www.themalaysianinsight.com/bahasa/s/339673?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=msianinsight
[2] https://www.themalaysianinsight.com/s/339672?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=msianinsight
[1] https://www.bharian.com.my/berita/nasional/2021/09/864871/12654-pesakit-menderita-long-covid-khairy?fbclid=IwAR34U8tTwVAjxVkJpnKG1MU8hCr-5ojPPKCxxjyu1KUu9oUbJ26kV8_IwEE
[1] https://www.themalaysianinsight.com/bahasa/s/339487?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=msianinsight
[1] https://www.thevibes.com/articles/news/41740/3-found-positive-for-covid-19-before-boarding-langkawi-bound-flight
[1] https://www.astroawani.com/berita-bisnes/pakar-saham-bumiputera-nazarry-rosli-meninggal-dunia-akibat-covid19-320108

Top URLs in Tweet in G9:
[4] http://www.psuv.org.ve/temas/noticias/vacunas-cubanas-contra-covid-19-presentan-alta-inmunidad-poblacion-infantil/
[2] https://twitter.com/delcyrodriguezv/status/1438709429109731329?s=20
[2] http://rnv.gob.ve/venezuela-regi
[2] https://www.vtv.gob.ve/dia-550-lucha-covid-venezuela-contagios-comunitarios-16092021/
[2] https://misionverdad.com/de-nuevo-aumentan-las-muertes-por-covid-19-en-europa-por-que
[2] https://actualidad.rt.com/actualidad/404156-putin-revelar-decenas-personas-coronavirus
[1] http://www.laradiodelsur.com.ve/covid-19-en-las-ultimas-horas-se-han-detectado-en-venezuela-1-260-nuevos-contagios-todos-por-transmision-comunitaria/
[1] https://bit.ly/3nnzgfg
[1] https://m.facebook.com/story.php?story_fbid=157951919842382&id=100068827244949

Top URLs in Tweet in G10:
[11] https://www.cbc.ca/news/canada/edmonton/kenney-shandro-hinshaw-update-covid-19-1.6177210
[3] https://www.cbsnews.com/news/newsom-recall-effort-covid-19-response/?ftag=CNM-00-10aab7e&linkId=131819272
[3] https://theintercept.com/2021/09/09/video-covid-19-sequelas-neurologicas/
[2] https://www.cbsnews.com/news/broadway-theaters-reopen-covid-19-pandemic-actors-workers/?ftag=CNM-00-10aab7e&linkId=131875804
[1] https://lat.ms/3CdqQv2
[1] https://bit.ly/3lofFci
[1] https://dpo.st/3hRBz6T
[1] https://go.usa.gov/xMBXh
[1] https://twitter.com/vhspears/status/1438096366610309121
[1] http://www.cbc.ca/1.6175012

Top Domains
Top Domains in Tweet in Entire Graph:
[210] twitter.com
[91] soompi.com
[74] trib.al
[67] bit.ly
[63] com.br
[57] ctvnews.ca
[52] theexpose.uk
[49] co.uk
[40] youtube.com
[38] trialsitenews.com

Top Domains in Tweet in G1:
[72] twitter.com
[30] com.br
[12] com.ar
[12] co.uk
[12] msn.com
[11] wordpress.com
[11] gov.uk
[10] poandpo.com
[9] youtube.com
[9] cnn.com

Top Domains in Tweet in G2:
[7] terrabrasilnoticias.com
[3] com.br
[2] elimpulso.com
[2] pleno.news
[1] youtube.com
[1] fleekus.com
[1] euronews.com

Top Domains in Tweet in G3:
[5] astroawani.com
[3] bernama.com
[2] facebook.com
[2] gov.my
[1] kpkesihatan.com
[1] twitter.com
[1] com.my

Top Domains in Tweet in G4:
[3] forbes.com
[1] youtube.com
[1] cincinnati.com
[1] cureus.com
[1] jpost.com
[1] co.uk
[1] bloomberg.com

Top Domains in Tweet in G5:
[91] soompi.com
[12] koreaboo.com

Top Domains in Tweet in G6:
[34] trialsitenews.com
[9] wsj.com
[8] sky.com
[2] nih.gov
[2] bmj.com
[2] co.uk
[2] cbslocal.com
[2] theepochtimes.com
[1] dailycaller.com
[1] indiatimes.com

Top Domains in Tweet in G7:
[8] mychesco.com
[2] tampabay.com
[2] palmbeachpost.com
[2] abc11.com
[2] wsbtv.com
[1] thedailybeast.com
[1] huffpost.com
[1] cnn.com
[1] people.com
[1] ajc.com

Top Domains in Tweet in G8:
[7] themalaysianinsight.com
[1] com.my
[1] thevibes.com
[1] astroawani.com

Top Domains in Tweet in G9:
[4] gob.ve
[4] org.ve
[2] twitter.com
[2] misionverdad.com
[2] rt.com
[1] com.ve
[1] bit.ly
[1] facebook.com

Top Domains in Tweet in G10:
[13] cbc.ca
[5] cbsnews.com
[4] trib.al
[3] theintercept.com
[2] globalnews.ca
[1] lat.ms
[1] bit.ly
[1] dpo.st
[1] usa.gov
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[390] covid19
[312] covid_19
[104] enhypen
[98] covid
[78] coronavirus
[51] venezuela
[47] epavacúnate
[34] 44456
[28] 新型コロナウイルス
[27] vaccination



Top Hashtags in Tweet in G1:
[51] covid19
[36] covid_19
[25] coronavirus
[21] covid
[15] whatshappeninginmyanmar
[15] binvaksinasideliserdang
[14] crimesagainsthumanity
[11] news
[8] vaccine
[7] covidvislualizations

Top Hashtags in Tweet in G2:
[2] infogafía
[2] 9/17/2021 12:00:00 AM
[2] covid
[2] vacina
[2] morte
[2] sp
[2] plenonews

Top Hashtags in Tweet in G3:
[16] covid19
[8] menangbersama
[5] komunikasikita
[5] awaninews
[4] lindungdirilindungsemua
[3] keluargamalaysia
[3] jabatanpenerangan
[2] mkn50
[2] nstnation
[2] asymptomatic

Top Hashtags in Tweet in G5:
[95] enhypen
[20] 엔하이픈
[14] anyujin
[2] nflying
[2] chahun
[2] エンハイプン
[1] en_reconnect

Top Hashtags in Tweet in G6:
[2] covid19
[2] covidvaccine
[1] auspol
[1] timetogogladys
[1] voteppc2021
[1] purplewave
[1] voteppc
[1] covid_19
[1] covid
[1] australia

Top Hashtags in Tweet in G7:
[3] ableg
[2] watch
[1] vmnews
[1] covid19ireland
[1] covid19
[1] maternityrestrictions
[1] abpse
[1] abhealth
[1] abpoli

Top Hashtags in Tweet in G8:
[1] awaninews
[1] awani745

Top Hashtags in Tweet in G9:
[32] epavacúnate
[29] 9/17/2021 12:00:00 AM
[20] covid_19
[7] entérate
[6] 9/16/2021 12:00:00 AM
[5] fanb
[5] balancedecovid
[5] lapatriasedefiende
[5] rompelacadena
[4] prevencion

Top Hashtags in Tweet in G10:
[2] cdnpoli
[1] buildbackbetter
[1] hr4

Top Words
Top Words in Tweet in Entire Graph:
[7482] covid
[7132] 19
[876] vaccine
[568] people
[547] em
[504] more
[483] contra
[432] 2021
[393] died
[391] vaccinated

Top Words in Tweet in G1:
[1006] covid
[966] 19
[92] vaccine
[57] contra
[57] vaccines
[56] 2021
[52] more
[51] #covid19
[50] people
[50] vaccinated

Top Words in Tweet in G2:
[427] em
[373] covid
[372] 19
[322] jairbolsonaro
[322] uti
[320] leitos
[320] mais
[249] govbr
[248] brasil
[246] autorizou

Top Words in Tweet in G3:
[198] covid
[183] 19
[124] langkawi
[123] ke
[116] september
[111] dghisham
[99] kes
[87] dan
[84] positif
[81] dikesan

Top Words in Tweet in G4:
[11] cannabis420weed
[10] covid
[10] 19
[9] grants4usa
[8] paulcaw05364381
[8] montanaorganic
[8] libertycat2
[7] centerinventor1
[7] sports_graphs
[7] peterrdev

Top Words in Tweet in G5:
[196] covid
[196] 19
[95] #enhypen
[91] members
[87] soompi
[87] recover
[86] october
[85] comeback
[74] full
[74] album

Top Words in Tweet in G6:
[116] covid
[103] 19
[46] rwmalonemd
[32] clinical
[30] benefit
[30] remdesivir
[30] licensed
[24] more
[21] alternatives
[20] risk

Top Words in Tweet in G7:
[77] anti
[68] covid
[63] 19
[59] joncoopertweets
[42] vaccine
[37] california
[37] recall
[37] largely
[37] referendum
[37] gavin

Top Words in Tweet in G8:
[181] ke
[129] covid
[129] 19
[111] langkawi
[105] redzuannewsmpb
[100] positif
[77] saringan
[75] kes
[75] dikesan
[74] ini

Top Words in Tweet in G9:
[88] 19
[87] covid
[54] contra
[32] #epavacúnate
[29] #17sep
[25] contagios
[23] nuevos
[22] venezuela
[21] nicolasmaduro
[20] día

Top Words in Tweet in G10:
[110] covid
[88] anti
[73] 19
[64] kylegriffin1
[64] conservative
[62] radio
[62] died
[49] vaccine
[47] high
[44] mask

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6901] covid,19
[401] 19,vaccine
[387] contra,covid
[320] leitos,uti
[320] uti,covid
[273] 19,em
[269] died,covid
[246] govbr,autorizou
[246] autorizou,repasse
[246] repasse,mais

Top Word Pairs in Tweet in G1:
[932] covid,19
[52] 19,vaccine
[50] contra,covid
[28] against,covid
[25] 19,vaccines
[19] vaccinated,against
[18] 19,pandemic
[17] 19,vaccination
[17] vaksinasi,covid
[15] one,help

Top Word Pairs in Tweet in G2:
[372] covid,19
[320] leitos,uti
[320] uti,covid
[256] 19,em
[246] govbr,autorizou
[246] autorizou,repasse
[246] repasse,mais
[246] mais,bilhão
[246] bilhão,custeio
[246] custeio,24

Top Word Pairs in Tweet in G3:
[179] covid,19
[82] positif,covid
[75] pintu,masuk
[74] masuk,udara
[74] udara,dan
[74] dan,laut
[74] laut,ke
[74] ke,pulau
[74] pulau,langkawi
[61] kes,positif

Top Word Pairs in Tweet in G4:
[10] covid,19
[7] grants4usa,peterrdev
[7] peterrdev,robertjensen
[6] montanaorganic,paulcaw05364381
[6] paulcaw05364381,sports_graphs
[6] sports_graphs,libertycat2
[6] libertycat2,cannabis420weed
[6] cannabis420weed,grants4usa
[4] robertjensen,alphaadvocaat
[4] alphaadvocaat,jeadvocaat

Top Word Pairs in Tweet in G5:
[196] covid,19
[87] recover,covid
[85] members,recover
[85] october,comeback
[74] full,album
[73] #enhypen,members
[73] 19,make
[73] make,october
[73] comeback,full
[72] soompi,#enhypen

Top Word Pairs in Tweet in G6:
[95] covid,19
[30] clinical,benefit
[30] benefit,remdesivir
[30] remdesivir,licensed
[30] licensed,covid
[29] rwmalonemd,clinical
[16] 19,vaccine
[13] alwebbj,breaking
[11] 19,boys
[11] boys,4x

Top Word Pairs in Tweet in G7:
[63] covid,19
[38] anti,vaccine
[37] california,recall
[37] recall,largely
[37] largely,referendum
[37] referendum,gavin
[37] gavin,newsom
[37] newsom,president
[37] president,biden
[37] biden,aggressive

Top Word Pairs in Tweet in G8:
[129] covid,19
[107] ke,langkawi
[100] positif,covid
[74] ke,atas
[72] 19,dikesan
[71] saringan,ke
[70] kes,positif
[70] hari,ini
[69] dikesan,membabitkan
[69] membabitkan,pelawat

Top Word Pairs in Tweet in G9:
[87] covid,19
[51] contra,covid
[23] nuevos,contagios
[17] 260,nuevos
[14] lucha,contra
[14] 19,venezuela
[12] 41,brigada
[12] brigada,blindada
[11] venezuela,registra
[10] #epavacúnate,combatir

Top Word Pairs in Tweet in G10:
[73] covid,19
[62] conservative,radio
[43] seven,conservative
[43] radio,hosts
[43] hosts,high
[43] high,profile
[43] profile,anti
[43] anti,mask
[43] mask,anti
[43] anti,vaccine

Top Replied-To
Top Replied-To in Entire Graph:
@abc
@natgeo
@un
@huffpost
@nickiminaj
@nowtoronto
@montanaorganic
@gopleader
@jljcolorado
@theleoterrell

Top Replied-To in G2:
@jefferson_19_05
@danielaranhabr2

Top Replied-To in G3:
@dghisham
@bernamadotcom

Top Replied-To in G4:
@montanaorganic
@randpaul
@tweetabird1
@delbert58885396
@vanillavegan

Top Replied-To in G6:
@maximebernier
@marisha83309973

Top Replied-To in G7:
@bluestein
@marshablackburn
@johnfetterman
@abc11_wtvd
@rachelnotley

Top Replied-To in G8:
@redzuannewsmpb

Top Replied-To in G9:
@nicolasmaduro
@lilivixx1991
@mippcivzla
@caballonegro606

Top Replied-To in G10:
@ap
@skeedler1
@globaledmonton
@cbcalerts
@cbcnews
@cspotweet
@paulmitchell_ab
@alisoncassis1
@paulhinmanwipa
@andrewlawton

Top Mentioned
Top Mentioned in Entire Graph:
@jairbolsonaro
@govbr
@dghisham
@redzuannewsmpb
@soompi
@kylegriffin1
@joncoopertweets
@cnn
@nototyrannynow
@reuters

Top Mentioned in G1:
@nthgoias
@youhalal
@elconucoacacias
@cmdteptosan
@egitimge
@benlubalas
@malijetactu
@guayana_invicta

Top Mentioned in G2:
@jairbolsonaro
@govbr
@clauwild1
@andresvelasqz
@terrabrasilnot
@maxguilherme01
@secomvc
@metropoles
@heliobeltrao
@amandamoraes500

Top Mentioned in G3:
@dghisham
@kkmputrajaya
@faaamir_
@bernamadotcom
@bernamaradio
@jpenerangan
@viralperak
@501awani
@syafiqduckie
@mknjpm

Top Mentioned in G4:
@cannabis420weed
@grants4usa
@paulcaw05364381
@libertycat2
@centerinventor1
@sports_graphs
@peterrdev
@robertjensen
@montanaorganic
@supportpets

Top Mentioned in G5:
@soompi
@enhypen_members
@enhypen
@lhsdeluxe
@enhypenweverse
@koreaboo
@enhypenyoutube_
@enhypen_charts
@jakesblaire
@enhypenglobal

Top Mentioned in G6:
@rwmalonemd
@craigkellymp
@skynews
@alwebbj
@tonyhinton2016
@maximebernier
@timcast
@vaibhavup65
@myogiadityanath
@drafzalniaz2

Top Mentioned in G7:
@joncoopertweets
@rvawonk
@bluestein
@johnfetterman
@rawstory
@rachelnotley
@miraclesart
@marshablackburn
@johnclarkabc11
@abc1

Top Mentioned in G8:
@redzuannewsmpb
@thevibesnews
@msianinsight
@dghisham
@kkmputrajaya
@nancyshukri
@501awani

Top Mentioned in G9:
@vtvcanal8
@nicolasmaduro
@mippcivzla
@dayramrivasr
@luchaalmada
@fotoecocultura
@gb_belzaresr
@caballonegro606
@gnbchaguaramas
@oncaverse

Top Mentioned in G10:
@kylegriffin1
@ap
@cbcnews
@cbsnews
@govandybeshear
@manifesteiro
@cbcalerts
@globaledmonton
@leandraleal
@elisevonscheel

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@tomthunkitsmind
@el_cooperante
@ptjasamarga
@streamerwall
@kompascom
@detikcom
@berkleybearnews

Top Tweeters in G1:
@el_cooperante
@ptjasamarga
@berkleybearnews
@okezonenews
@republikaonline
@portaldiarioar
@liputan6dotcom
@newsoneplace
@bisniscom
@elpoliticonews

Top Tweeters in G2:
@___denise___eu_
@elimpulsocom
@c_acfreitas
@nusaalex
@joseramonrussia
@dvdnasc
@victortamoios
@royamasaki_
@mbwander
@ag21d

Top Tweeters in G3:
@akmalarif90
@501awani
@bernamadotcom
@nst_online
@bernamaradio
@qistiyaeyo
@zuihiimi
@mrizalmsaad
@aliff_ifzan
@jooooooooeeeeee

Top Tweeters in G4:
@cipherequality
@googleexpertuk
@ericsteelelive
@mspadine
@garaupina
@brokenbridgegxb
@africaupdates
@grants4usa
@supportpets
@arcrusade

Top Tweeters in G5:
@bunny_cgv
@jayeuuum
@soompi
@stateofanger_
@koreaboo
@viraspjm
@theternalknj
@mamello_jihoon
@suyeon9997
@jaesahee

Top Tweeters in G6:
@scott1984fp
@skynews
@dailycaller
@dahart66
@cbsdfw
@barnes_law
@ronthorp
@weaverbirder
@fifi_borgia
@yorkshirelady3

Top Tweeters in G7:
@burnettcynthia
@ncfarmer321
@marcvegan
@wcaddict
@no2hitting
@katherineislay
@joncoopertweets
@miraclesart
@rawstory
@mommamia1217

Top Tweeters in G8:
@itsqs
@msianinsight
@nurshahidaag
@farahhawani
@atiqhuxley
@nnraain_
@minmin1709
@syarifahfatin_
@luqshuhaimi
@ghosttopp

Top Tweeters in G9:
@vtvcanal8
@laradiodelsur
@partidopsuv
@rnvinformativa
@edalge
@mippcivzla
@fotoecocultura
@wardofmusic1
@elgranchuo1
@shermanguerra

Top Tweeters in G10:
@vmbritsch
@now_justice
@cbsnews
@iridescentashes
@ap
@star1965
@lisaokc
@cbcnews
@heinslerjan
@ernieschell