COVID-19, Twitter, 1/6/2022 9:16:37 AM, 269554


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COVID-19_2022-01-06_00-00-02.xlsx
COVID-19_2022-01-06_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 06, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3HIyrom
@nicolasmaduro
@joebiden
@repvernonjones
@limanu63
@kaeltikx
@lilidiaz8
@cdcgov
@arvindkejriwal
@mla_sudhakar
@bnodesk

Top hashtags:
#covid_19
#covid19
#omicron
#covid
#coronavirus
#bts
#3ene
#jin
#breaking
#rm

Description:
Description
The graph represents a network of 10,469 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, 06 January 2022 at 08:28 UTC.

The requested start date was Thursday, 06 January 2022 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, 3-minute period from Monday, 03 January 2022 at 12:14 UTC to Wednesday, 05 January 2022 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 : 10469
Unique Edges : 5574
Edges With Duplicates : 12393
Total Edges : 17967
Number of Edge Types : 5
Retweet : 5494
MentionsInRetweet : 6393
Tweet : 3635
Replies to : 376
Mentions : 2069
Self-Loops : 3676
Reciprocated Vertex Pair Ratio : 0.00407527268368692
Reciprocated Edge Ratio : 0.00811746448609287
Connected Components : 3149
Single-Vertex Connected Components : 1137
Maximum Vertices in a Connected Component : 616
Maximum Edges in a Connected Component : 1463
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 8.220974
Graph Density : 7.64398104883997E-05
Modularity : 0.543529
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,469 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, 06 January 2022 at 08:28 UTC.

The requested start date was Thursday, 06 January 2022 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, 3-minute period from Monday, 03 January 2022 at 12:14 UTC to Wednesday, 05 January 2022 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:
[33] https://www.soompi.com/article/1506686wpp/bts-suga-recovers-from-covid-19
[22] https://www.lemonde.fr/les-decodeurs/article/2022/01/04/covid-19-la-majorite-des-patients-en-reanimation-sont-bien-non-vaccines_6108190_4355770.html
[16] https://www.francebleu.fr/infos/politique/covid-19-la-deputee-lrem-de-haute-vienne-marie-ange-magne-votera-contre-le-pass-vaccinal-a-l-1641195375
[15] https://www.lefigaro.fr/sciences/covid-19-l-ivermectine-traitement-miracle-ou-enieme-fausse-piste-20210715
[15] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[13] https://elpais.com/ciencia/2022-01-04/el-sistema-inmune-de-vacunados-e-infectados-resiste-ante-omicron.html
[12] https://fusernews.com/audiencia-de-alex-saab-es-postergada-hasta-febrero-por-aumento-en-casos-de-covid-19-en-estados-unidos/
[11] https://finance.yahoo.com/video/hospital-dean-national-school-tropical-200936988.html
[11] https://www.vtv.gob.ve/detectan-nueva-variante-covid-19-francia/
[11] https://www.firstpost.com/health/france-detects-new-covid-19-variant-ihu-more-infectious-than-omicron-all-we-know-about-it-10256521.html

Top URLs in Tweet in G1:
[4] https://techncruncher.blogspot.com/2022/01/us-defense-secretary-austin-tests.html
[4] https://www.instagram.com/accounts/login/
[3] https://www.firstpost.com/health/france-detects-new-covid-19-variant-ihu-more-infectious-than-omicron-all-we-know-about-it-10256521.html
[3] https://www.redbolivision.tv.bo/noticia/cochabamba-pone-el-hombro/
[3] https://newsdigest.ng/mozambique-president-wife-test/
[2] https://www.publico.pt/1990588
[2] https://ndmais.com.br/saude/sc-registra-crescimento-de-casos-ativos-e-10-mil-positivados-da-covid-19-em-dezembro/
[2] https://sustainus.org/covid-19-statement/
[2] https://thefrontierpost.com/pakistan-begins-covid-19-booster-dose-for-people-over-30-years-of-age/
[2] https://thefrontierpost.com/defense-secretary-austin-tests-positive-for-covid-19/

Top URLs in Tweet in G2:
[3] https://www.weverse.io/bts/notices/1864
[3] https://www.weverse.io/bts/notices/1855
[1] https://twitter.com/Kpop_Herald/status/1478215811227865089
[1] https://news.sbs.co.kr/news/endPage.do?news_id=N1006593124
[1] https://webview.weverse.io/share/communities/2/notices/1864

Top URLs in Tweet in G4:
[11] https://fusernews.com/audiencia-de-alex-saab-es-postergada-hasta-febrero-por-aumento-en-casos-de-covid-19-en-estados-unidos/
[11] https://www.vtv.gob.ve/detectan-nueva-variante-covid-19-francia/
[6] http://rnv.gob.ve/comenzo-vacuna
[6] https://www.vtv.gob.ve/arriban-pais-31-millones-vacunas-covid-19/
[4] http://rnv.gob.ve/venezuela-regi
[4] http://www.psuv.org.ve/temas/noticias/tome-nota-este-es-calendario-para-aplicacion-dosis-refuerzo-contra-covid-19/
[3] http://rnv.gob.ve/venezuela-inic
[3] http://www.minci.gob.ve/venezuela-llega-a-92-de-poblacion-inmunizada-contra-el-covid-19/
[2] https://venezuela-news.com/aplazan-audiencia-diplomatico-alex-saab-por-pandemia/
[2] https://www.vtv.gob.ve/dia-660-lucha-contra-covid-venezuela-04012022/

Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=zqo2XQM0gHw&feature=youtu.be

[2] https://www.abc.net.au/news/2022-01-05/hong-kong-to-ban-flights-from-australia/100740536
[2] https://www.youtube.com/watch?v=QAHi3lX3oGM&feature=youtu.be

[2] https://www.foxnews.com/us/omicron-responsible-for-95-percent-new-covid-19-cases-cdc-says
[2] https://www.youtube.com/watch?v=zv4JQYqjExc&feature=youtu.be

[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-professeur-jean-luc-jouve-pense-qu-il-devient-necessaire-qu-on-tourne-la-page-didier-raoult-a-marseille_4754967.html
[1] https://twitter.com/ahandvanish/status/1423017721822949376
[1] https://doi.org/10.1101/2021.01.23.21250375
[1] https://www.cdc.gov/mis/cases/index.html
[1] https://bmcinfectdis.biomedcentral.com/articles/10.1186/s12879-021-06357-4

Top URLs in Tweet in G6:
[6] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[5] https://www.bloomberg.com/news/newsletters/2022-01-04/omicron-tidal-wave-wreaks-global-havoc?utm_medium=social&utm_content=business&cmpid=socialflow-twitter-business&utm_source=twitter&utm_campaign=socialflow-organic
[4] https://www.huffpost.com/entry/seth-meyers-marco-rubio-covid-19-dismissal_n_61d41be4e4b061afe3aa551e?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.sorryantivaxxer.com/
[4] https://amp.cnn.com/cnn/2021/08/25/opinions/unvaccinated-cant-use-constitutional-rights-excuse-hamilton-offit/index.html
[3] https://www.latimes.com/entertainment-arts/tv/story/2022-01-04/covid-19-omicron-jimmy-fallon-seth-meyers-test-positive
[3] https://www.aljazeera.com/news/2022/1/5/rio-carnival-cancelled-again-because-of-covid-19-live
[3] https://www.newsmax.com/newsmax-tv/ralph-norman-covid-19-pandemic-response/2022/01/04/id/1051029/
[3] https://newsmax.com/
[2] https://www.latimes.com/espanol/california/articulo/2022-01-03/distrito-escolar-de-los-angeles-ordena-pruebas-obligatorias-de-covid-19

Top URLs in Tweet in G7:
[8] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19/dp/2368452915
[5] https://www.sudouest.fr/sante/coronavirus/covid-19-le-danemark-annonce-la-fin-de-la-pandemie-dans-deux-mois-avec-omicron-7519384.php
[4] https://www.lci.fr/sante/covid-19-omicron-pourrait-generer-de-nouveaux-variants-du-coronavirus-plus-dangereux-previent-l-oms-2206330.html?utm_medium=Social&utm_source=Twitter&Echobox=1641362757#xtor=CS5-113
[3] https://lcp.fr/actualites/covid-19-la-france-insoumise-propose-de-supprimer-le-passe-sanitaire-et-les-regimes-d
[2] https://www.lefigaro.fr/elections/presidentielles/covid-19-emmanuel-macron-a-tres-envie-d-emmerder-les-non-vaccines-20220104
[1] https://www.lefigaro.fr/flash-actu/covid-19-la-ministre-elisabeth-moreno-testee-positive-20220103?origine=VWT16001&utm_campaign=echobox&utm_medium=Social&utm_source=Twitter#Echobox=1641212242
[1] https://www.lefigaro.fr/demain/societe/covid-19-seulement-1-de-vaccines-chez-les-5-11-ans-20220105?utm_medium=Social&utm_campaign=echobox&utm_source=Twitter&origine=VWT16001#Echobox=1641377604-1
[1] https://www.lefigaro.fr/conjoncture/covid-19-l-activite-partielle-prise-en-charge-a-100-pour-les-secteurs-affectes-annonce-bruno-le-maire-20220103?origine=VWT16001&utm_campaign=echobox&utm_medium=Social&utm_source=Twitter#Echobox=1641212169-1
[1] https://www.medrxiv.org/content/10.1101/2021.12.23.21268276v1
[1] https://www.thecentersquare.com/indiana/indiana-life-insurance-ceo-says-deaths-are-up-40-among-people-ages-18-64/article_71473b12-6b1e-11ec-8641-5b2c06725e2c.html

Top URLs in Tweet in G8:
[2] https://www.cbsnews.com/news/covid-19-at-home-rapid-tests-social-media-waste/?ftag=CNM-00-10aab7e&linkId=146867016
[2] https://time.com/6132035/covid-19-pandemic-global-lessons/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=ideas_covid-19&linkId=146732474
[1] http://ow.ly/YTSF103j0Qv
[1] https://abc7chicago.com/why-are-vaccinated-people-getting-covid-19-covid-vaccination-vaccine-omicron-variant/11423319/
[1] https://miami.cbslocal.com/?p=811184
[1] https://www.miamiherald.com/news/local/news-columns-blogs/fabiola-santiago/article257027337.html
[1] https://nyti.ms/3zsekYi
[1] https://trib.al/MufQXfv
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D5064922143520306%26id%3D100000077120334&refsrc=deprecated&_rdr
[1] https://abc7.com/los-angeles-county-covid-cases-new-years-weekend-coronavirus-case-count/11418788/

Top URLs in Tweet in G9:
[2] https://www.weforum.org/agenda/2021/12/supply-chain-resilience-lessons-from-covid-19?utm_source=twitter&utm_medium=social_scheduler&utm_term=Supply+Chain+and+Transport&utm_content=03/01/2022+03:00
[1] http://bitly.ws/?redirect=jmFU
[1] https://timesofindia.indiatimes.com/india/over-40-lakh-children-get-covid-19-vaccine-on-first-day-parents-say-it-is-a-big-relief/articleshow/88672400.cms
[1] https://twitter.com/myogiadityanath/status/1477850549533896705
[1] https://khabarsatta.com/uttar-pradesh/vaccination-of-adolescents-in-the-age-group-of-15-18-started-in-india-on-koo-app-up-cm-yogi-adityanath-called-to-participate-enthusiastically/

Top URLs in Tweet in G10:
[4] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[3] https://www.ocregister.com/2022/01/03/kelly-ernby-deputy-da-and-former-assembly-candidate-has-died-of-covid-19-complications/
[3] https://www.medrxiv.org/content/10.1101/2022.01.01.22268614v1
[2] https://www.telegram.com/story/news/2022/01/03/gda-covid-19-state-2022-01-03-ma-nteg/49603675/
[1] https://www.texastribune.org/2021/08/27/texas-covid-19-hospitalizations-age/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social
[1] https://bit.ly/3FTZnRs
[1] https://bit.ly/3Hv5YCb
[1] https://newsnodes.com/us
[1] https://www.latimes.com/socal/daily-pilot/entertainment/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[1] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-takes-multiple-actions-expand-use-pfizer-biontech-covid-19-vaccine

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[92] com.br
[69] youtube.com
[62] bit.ly
[61] lemonde.fr
[41] trib.al
[40] reuters.com
[39] gob.ve
[38] lefigaro.fr
[35] soompi.com

Top Domains in Tweet in G1:
[70] twitter.com
[30] com.br
[16] youtube.com
[14] co.uk
[11] lemonde.fr
[10] com.ar
[9] reuters.com
[8] google.com
[8] theepochtimes.com
[7] gov.uk

Top Domains in Tweet in G2:
[7] weverse.io
[1] twitter.com
[1] co.kr

Top Domains in Tweet in G4:
[39] gob.ve
[15] fusernews.com
[10] venezuela-news.com
[10] bit.ly
[4] twitter.com
[4] org.ve
[1] dailymotion.com
[1] chirb.it
[1] cutt.ly
[1] instagram.com

Top Domains in Tweet in G5:
[18] youtube.com
[2] twitter.com
[2] cdc.gov
[2] imgrund.ca
[2] net.au
[2] foxnews.com
[2] francetvinfo.fr
[1] doi.org
[1] biomedcentral.com
[1] medrxiv.org

Top Domains in Tweet in G6:
[12] latimes.com
[12] newsmax.com
[9] bloomberg.com
[5] aljazeera.com
[4] nbcnews.to
[4] huffpost.com
[4] msnbc.com
[4] sorryantivaxxer.com
[4] cnn.com
[2] trib.al

Top Domains in Tweet in G7:
[8] amazon.fr
[7] lefigaro.fr
[5] sudouest.fr
[4] lci.fr
[3] lcp.fr
[2] leparisien.fr
[1] medrxiv.org
[1] thecentersquare.com
[1] newspress.com
[1] researchgate.net

Top Domains in Tweet in G8:
[5] cnn.it
[2] cbsnews.com
[2] trib.al
[2] msn.com
[2] time.com
[1] ow.ly
[1] abc7chicago.com
[1] cbslocal.com
[1] miamiherald.com
[1] nyti.ms

Top Domains in Tweet in G9:
[2] weforum.org
[1] bitly.ws
[1] indiatimes.com
[1] twitter.com
[1] khabarsatta.com

Top Domains in Tweet in G10:
[5] latimes.com
[4] ocregister.com
[3] medrxiv.org
[2] texastribune.org
[2] bit.ly
[2] telegram.com
[1] newsnodes.com
[1] fda.gov
[1] healthdata.gov
[1] huffpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1170] covid_19
[366] covid19
[190] omicron
[136] covid
[63] coronavirus
[58] bts
[49] 3ene
[45] jin
[43] breaking
[42] rm



Top Hashtags in Tweet in G1:
[264] covid_19
[60] covid19
[55] omicron
[38] covid
[26] coronavirus
[14] lockdown
[12] nomorelockdowns
[9] fanb
[8] schools
[8] vaccination

Top Hashtags in Tweet in G2:
[29] jin
[26] rm
[18] suga
[6] bts
[2] 방탄소년단
[2] 진
[2] btsarmy
[2] weverse
[1] namjoon
[1] seokjin

Top Hashtags in Tweet in G4:
[39] 3ene
[33] forjadoresdepatria
[31] 05ene
[29] vacunarseesclave
[23] entérate
[22] gnbconas
[15] freealexsaab
[13] yosoydeaqui
[13] prevención
[12] 5ene

Top Hashtags in Tweet in G5:
[5] covid_19
[3] covid
[2] universités
[2] omicron
[1] longcovid
[1] france
[1] goldsteinvotes
[1] blackstar
[1] ayhanakcan
[1] auspol

Top Hashtags in Tweet in G6:
[2] covid19

Top Hashtags in Tweet in G7:
[32] covid19
[7] covid_19
[6] omicron
[3] directan
[2] nonvaccinés
[1] macron
[1] covid19france
[1] castex19h
[1] macron2022
[1] coronavirus

Top Hashtags in Tweet in G8:
[4] omicron
[3] miami
[2] joebiden
[1] newyear2022
[1] covid_19
[1] think
[1] underlyingconditions
[1] belemcombr
[1] calendário
[1] vacinação

Top Hashtags in Tweet in G9:
[20] bjp
[6] लखनऊ
[5] gtuonlineexam
[4] indiafightscorona
[4] unite2fightcorona
[4] covid_19
[3] gtu
[2] cancelofflinegtuexam
[1] mygovdailydigest
[1] gujarati

Top Hashtags in Tweet in G10:
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[7065] covid
[6680] 19
[1170] #covid_19
[839] क
[664] cases
[543] แล
[538] 2022
[537] र
[517] ค
[504] ดด

Top Words in Tweet in G1:
[876] covid
[840] 19
[264] #covid_19
[82] cases
[60] #covid19
[59] casos
[58] more
[54] #omicron
[53] omicron
[48] em

Top Words in Tweet in G2:
[293] covid
[292] 19
[169] jin
[160] rm
[147] bts
[129] suga
[128] full
[128] recovery
[124] notice
[116] charts_k

Top Words in Tweet in G3:
[504] แล
[504] ค
[504] ดด
[252] เราเร
[252] ยกม
[252] นว
[252] า
[252] covid
[252] 19
[252] เพราะม

Top Words in Tweet in G4:
[287] covid
[282] 19
[157] contra
[93] vacunación
[82] refuerzo
[74] nicolasmaduro
[72] venezuela
[57] inicia
[39] #3ene
[38] prevención

Top Words in Tweet in G5:
[127] covid
[121] 19
[86] isn
[52] ianricksecker
[52] mild
[48] think
[44] virus
[44] mean
[43] psa
[43] cold

Top Words in Tweet in G6:
[126] covid
[103] 19
[25] biden
[24] water
[23] virus
[21] cases
[19] florida
[19] more
[18] positive
[17] gop

Top Words in Tweet in G7:
[32] #covid19
[31] covid
[30] régime
[29] sanitaire
[27] 19
[26] supprimer
[26] passes
[24] lcp
[23] sont
[22] non

Top Words in Tweet in G8:
[64] covid
[62] 19
[46] much
[31] cnn
[27] more
[27] people
[26] risk
[25] higher
[25] severe
[25] disease

Top Words in Tweet in G9:
[130] क
[109] र
[100] न
[80] स
[73] ज
[72] म
[71] covid
[66] य
[64] पर
[62] द

Top Words in Tweet in G10:
[97] covid
[62] 19
[41] dies
[38] assembly
[37] california
[28] bnodesk
[26] state
[24] 46
[23] mandates
[23] gop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6478] covid,19
[504] ค,ดด
[319] contra,covid
[304] 19,cases
[288] แล,ว
[252] เราเร,ยกม
[252] ยกม,นว
[252] นว,า
[252] า,covid
[252] 19,เพราะม

Top Word Pairs in Tweet in G1:
[811] covid,19
[41] 19,cases
[36] contra,covid
[31] casos,covid
[26] positive,covid
[20] 19,vaccine
[17] 19,pandemic
[17] positivo,covid
[16] 19,em
[15] #covid,19

Top Word Pairs in Tweet in G2:
[292] covid,19
[128] full,recovery
[128] recovery,covid
[120] notice,bts
[116] charts_k,notice
[93] rm,jin
[82] jin,full
[81] fully,recovered
[81] recovered,covid
[79] bts,rm

Top Word Pairs in Tweet in G3:
[504] ค,ดด
[252] เราเร,ยกม
[252] ยกม,นว
[252] นว,า
[252] า,covid
[252] covid,19
[252] 19,เพราะม
[252] เพราะม,นเก
[252] นเก,ดในป
[252] ดในป,2019

Top Word Pairs in Tweet in G4:
[282] covid,19
[137] contra,covid
[62] refuerzo,contra
[49] vacunación,refuerzo
[30] jornada,vacunación
[24] gobierno,bolivariano
[24] prevención,clave
[22] casos,covid
[22] lunes,#3ene
[22] #3ene,inicia

Top Word Pairs in Tweet in G5:
[114] covid,19
[43] psa,covid
[43] 19,isn
[43] isn,cold
[43] cold,isn
[43] isn,respiratory
[43] respiratory,virus
[43] virus,mild
[43] mild,doesn
[43] doesn,mean

Top Word Pairs in Tweet in G6:
[103] covid,19
[12] 19,cases
[12] shut,down
[12] down,virus
[11] know,won
[11] won,stop
[11] stop,same
[11] same,anxieties
[11] anxieties,being
[11] being,weaponized

Top Word Pairs in Tweet in G7:
[27] covid,19
[26] supprimer,passes
[24] lcp,#covid19
[21] non,vaccinés
[15] #covid19,france
[15] france,insoumise
[15] insoumise,propose
[15] propose,supprimer
[15] passes,régime
[15] régime,l'état

Top Word Pairs in Tweet in G8:
[62] covid,19
[25] higher,risk
[25] severe,disease
[23] people,overweight
[23] overweight,obese
[23] obese,much
[23] much,higher
[23] risk,much
[23] much,more
[23] more,severe

Top Word Pairs in Tweet in G9:
[60] covid,19
[25] र,ह
[24] ज,न
[20] उत,तर
[20] तर,ख
[20] ख,ड
[20] ड,पर
[20] पर,वहन
[20] वहन,न
[20] न,गम

Top Word Pairs in Tweet in G10:
[61] covid,19
[21] covid,46
[20] gop,state
[20] state,assembly
[20] assembly,candidate
[20] dies,covid
[18] kelly,ernby
[18] california,woman
[18] woman,tried
[18] tried,parlay

Top Replied-To
Top Replied-To in Entire Graph:
@pushkardhami
@ukcmo
@lfc
@krixiasinq
@aktu_lucknow
@jimcramer
@thiagocervan
@maddowblog
@blueforme1
@arvindkejriwal

Top Replied-To in G4:
@agencia_vn
@seniat_oficial

Top Replied-To in G5:
@thiagocervan
@ianricksecker
@cappellarianton
@henriolliveira_
@samanthalula13
@nadiagarciapt
@gleidept13
@dibualaport
@minc_rj
@smh

Top Replied-To in G6:
@politifact
@verifythis
@realtuckfrumper
@gop
@scootrbum
@mumziejen
@annalina63
@jkyle001
@reutersfacts
@apfactcheck

Top Replied-To in G7:
@boutaour
@cm7813
@exklimo
@mathildepanot
@oliv1600
@chabaud_valerie
@lunatopie
@f_philippot
@raoult_didier
@publicsenat

Top Replied-To in G8:
@maddowblog
@raijund
@atom_jarvis

Top Replied-To in G9:
@pushkardhami
@ukcmo
@officeofdhami

Top Mentioned
Top Mentioned in Entire Graph:
@ted6104
@charts_k
@nicolasmaduro
@bts_twt
@ianricksecker
@btspublicity
@bighit_music
@vadlanisme
@arvindkejriwal
@afp

Top Mentioned in G1:
@3ramoyetones
@tober70986277
@finanzasdigital
@chriswe19956626
@drlboominathan
@7tsskid
@sunnyek
@icanargue
@printoutloud
@hbamelie1

Top Mentioned in G2:
@charts_k
@bts_twt
@btspublicity
@bighit_music
@_candyclover
@kpop_herald
@bitiiezluv
@bts
@qg_barmys
@bi

Top Mentioned in G3:
@ted6104

Top Mentioned in G4:
@nicolasmaduro
@vtvcanal8
@seniat_oficial
@mippcivzla
@nicmaduroguerra
@delcyrodriguezv
@conasinvencible
@carnetdlapatria
@luis01311538
@apeaelamparo

Top Mentioned in G5:
@ianricksecker
@youtube
@joebiden
@cdcgov
@sampancher
@k_eagar
@stuartdneilson
@abcnews
@metropoles
@imgrund

Top Mentioned in G6:
@joyannreid
@newsmax
@latimes
@business
@gop
@nbcnews
@realtuckfrumper
@msnbc
@ajenglish
@abc

Top Mentioned in G7:
@lcp
@mathildepanot
@medic4allhuman
@boutaour
@alainhoupert
@le_figaro
@michel__leclair
@sandrafellous_
@raoult_didier
@phdevilliers

Top Mentioned in G8:
@cnn
@nytimes
@uninoticias
@cbsnews
@time
@despiertamerica
@romidefrias
@fabiolasantiago
@abc7
@chrislhayes

Top Mentioned in G9:
@narendramodi
@pushkardhami
@ayushtripathi37
@tirathsrawat
@tsrawatbjp
@myogiadityanath
@mygovindia
@bjp4india
@pmoindia
@news18up

Top Mentioned in G10:
@bnodesk
@therealhoarse
@datadrivenmd
@texastribune
@laloalcaraz
@huffpost
@amymaxmen
@mikestucka
@massdph
@tjstiles_author

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@zazoomblog
@el_cooperante
@filafresh
@americanair
@threadreaderapp
@contrapuntovzla
@ptjasamarga
@sportsbookbtc

Top Tweeters in G1:
@caraotadigital
@zazoomblog
@ptjasamarga
@sportsbookbtc
@republikaonline
@liputan6dotcom
@stigmabasea
@andyvermaut
@elpoliticonews
@jacekwierzbicki

Top Tweeters in G2:
@btsxarmy1673
@kkthps
@rhianna_thrupp
@mimitia1
@naj2630
@zinay37767493
@kelleyli1974
@bulik2013
@yvesevalina
@radyforever

Top Tweeters in G3:
@peachbubujy
@mycottonball
@vivivivivi94
@143ppii
@thelittleyoda
@cloverisluckyyy
@monn33cy
@wherehusky
@mayp130921
@wbpyk_

Top Tweeters in G4:
@vtvcanal8
@partidopsuv
@lilidiaz8
@mireyaloyo
@rnvinformativa
@kaeltikx
@metro_caracas
@edalge
@quiskillosa
@luibustilloso

Top Tweeters in G5:
@americanair
@libertaire10
@foxnews
@ht4ecosocialism
@moniquedhooghe
@greubelinux
@abcnews
@janhunt78561126
@karensalitis
@smh

Top Tweeters in G6:
@inspiteoftrump
@aeroforceso
@business
@notacquiescing
@vmrwanda
@duduacgsfc
@dokscho
@latimes
@realtuckfrumper
@abc

Top Tweeters in G7:
@viralvideovlogs
@le_figaro
@le_parisien
@sandrafellous_
@fatimascohier
@arasmelek1
@pauldraszen
@arc_atlantique
@publicsenat
@lcp

Top Tweeters in G8:
@fernand55916148
@dlasamericas
@jasonlopezii
@ikateufel
@njmike731
@nytimes
@geopolytica
@time
@cnn
@ewnupdates

Top Tweeters in G9:
@nomoreslaves
@news18up
@abpnews
@tv9gujarati
@bjp4india
@divya_bhaskar
@wef
@youthbjpdagar
@kumbhaniashvin2
@vinodoj95656431

Top Tweeters in G10:
@huffpost
@lorrainejdion
@enidlogan
@lise_latulippe
@comeonnoles
@donaldverger
@jennyjinx
@sunterra1014
@johnwilson
@gperry70


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