COVID, Twitter, 12/22/2022 10:33:07 AM, 286759


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COVID_2022-12-22_02-12-33.xlsx
COVID_2022-12-22_02-12-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2022
Short Description:
COVID via NodeXL https://bit.ly/3HZCHD4
@drericding
@draseemmalhotra
@incrementallog1
@p_mcculloughmd
@elonmusk
@tryangregory
@pmoindia
@peterhotez
@ap
@rob_roos

Top hashtags:
#covid
#covid19
#coronavirus
#china
#railwaynewvacancydo
#covid_19
#entérate

Description:
Description
The graph represents a network of 10,496 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 22 December 2022 at 10:25 UTC.

The requested start date was Thursday, 22 December 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, 4-minute period from Monday, 19 December 2022 at 12:15 UTC to Wednesday, 21 December 2022 at 12:19 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 : 10496
Unique Edges : 6209
Edges With Duplicates : 11701
Total Edges : 17910
Number of Edge Types : 5
Retweet : 5318
MentionsInRetweet : 6316
Tweet : 2794
Replies to : 1279
Mentions : 2203
Self-Loops : 2835
Reciprocated Vertex Pair Ratio : 0.00500762029174831
Reciprocated Edge Ratio : 0.00996533795493934
Connected Components : 2660
Single-Vertex Connected Components : 854
Maximum Vertices in a Connected Component : 3388
Maximum Edges in a Connected Component : 7407
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 11.030919
Graph Density : 8.38087823469945E-05
Modularity : 0.567674
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,496 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 22 December 2022 at 10:25 UTC.

The requested start date was Thursday, 22 December 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, 4-minute period from Monday, 19 December 2022 at 12:15 UTC to Wednesday, 21 December 2022 at 12:19 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
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:
[62] https://revistaoeste.com/mundo/ue-registra-mais-de-mil-casos-de-miocardite-em-criancas-vacinadas-contra-covid/
[56] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[19] https://www.thehindu.com/news/international/chinas-crematoriums-packed-as-covid-19-cases-soar/article66285463.ece
[16] https://www.therecord.com/news/waterloo-region/2022/12/20/immune-systems-seriously-weakened-by-covid.html
[16] http://trib.al/b49fveF
[14] https://childrenshealthdefense.org/defender/illinois-healthcare-settlement-covid-vaccine-mandate-et/
[12] https://www.ndtv.com/india-news/3-cases-of-omicron-subvariant-bf-7-driving-chinas-covid-surge-detected-in-india-reports-news-agency-pti-3626410
[12] https://twitter.com/DrEricDing/status/1604748747640119296
[11] https://apnews.com/article/technology-police-government-surveillance-covid-19-3f3f348d176bc7152a8cb2dbab2e4cc4
[10] https://www.theepochtimes.com/mkt_app/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html

Top URLs in Tweet in G1:
[19] https://www.thehindu.com/news/international/chinas-crematoriums-packed-as-covid-19-cases-soar/article66285463.ece
[7] https://twitter.com/DrEricDing/status/1604748747640119296
[6] https://www.amazon.co.uk/dp/B09JHDRX7P
[6] https://www.amazon.com/dp/B09JHDRX7P
[6] https://www.amazon.de/dp/B09JHDRX7P
[5] https://www.amazon.in/dp/B09JHDRX7P
[3] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[3] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[3] https://apnews.com/article/technology-police-government-surveillance-covid-19-3f3f348d176bc7152a8cb2dbab2e4cc4
[3] https://www.therecord.com/news/waterloo-region/2022/12/20/immune-systems-seriously-weakened-by-covid.html

Top URLs in Tweet in G2:
[3] https://tamil.oneindia.com/news/delhi/coronavirus-we-are-prepared-to-manage-any-situation-minister-mansukh-mandaviya-490627.html
[2] https://twitter.com/ndtvindia/status/1605425449806761984
[2] https://tamil.oneindia.com/news/chennai/pmk-founder-dr-ramadoss-urges-to-hold-covid-test-for-foreign-passengers-490592.html
[1] https://www.livelaw.in/news-updates/delhi-hc-nmc-regulation-limiting-number-attempts-candidates-first-year-mbbs-exam-214735?utm_source=mobile-social-share&utm_partner=livelaw&utm_campaign=share&utm_medium=twitter
[1] https://twitter.com/amitmalviya/status/1604482087586775041
[1] https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/indian-companies-are-paying-up-to-25-more-for-china-apis/articleshow/96384401.cms?from=mdr
[1] https://twitter.com/Edmondfernandes/status/1605469680046551040
[1] https://twitter.com/shekhargupta/status/1605460544713945088
[1] https://twitter.com/nsitharamanoffc/status/1605524513071894528
[1] https://enewsinsight.com/3-omicron-subvariant-bf-7-cases-found-in-india-1-from-odisha/

Top URLs in Tweet in G3:
[4] https://justthenews.com/nation/states/center-square/governors-cite-medicaid-costs-asking-biden-end-covid-public-health
[2] https://www.dailymail.co.uk/news/article-11550377/amp/Prisoners-paid-3-50-day-government-dismantle-surplus-Covid-PPE-dumped.html
[2] https://www.theepochtimes.com/dr-peter-mccullough-and-dr-aseem-malhotra-how-the-covid-19-vaccines-impact-the-heart_4929815.html
[1] https://expose-news.com/2022/12/20/uk-surgeon-calls-for-halt-covid-injections/
[1] https://www.youtube.com/watch?v=WHD0Ky-6_oI&feature=youtu.be

[1] https://rumble.com/v21dpwq-vaccine-safety-rogaland-county-council-14th-december-2022-rep-susanne-heart.html
[1] https://davejanda.com/covid-the-jab-and-the-freedom-stripping-agenda-december-2022/
[1] https://petermcculloughmd.substack.com/p/covid-19-vaccine-side-effects-i-cant?utm_source=twitter&utm_campaign=auto_share&r=14jb45
[1] https://www.jeffdornik.com/post/dr-peter-mccullough-the-covid-jabs-are-a-us-military-operation-using-big-pharma-as-marketing-shield
[1] https://petermcculloughmd.substack.com/p/covid-19-unvaccinated-blood-banking?utm_source=twitter&utm_campaign=auto_share&r=14jb45

Top URLs in Tweet in G4:
[15] http://trib.al/b49fveF
[12] https://childrenshealthdefense.org/defender/illinois-healthcare-settlement-covid-vaccine-mandate-et/
[6] https://www.youtube.com/watch?v=XWinW9UpiF8&feature=youtu.be

[2] https://www.bbc.com/news/uk-england-suffolk-63960457
[2] https://www.youtube.com/watch?v=E0wRskcrtKw&feature=youtu.be

[2] https://www.medrxiv.org/content/10.1101/2022.12.17.22283625v1.full.pdf
[2] https://apnews.com/article/technology-police-government-surveillance-covid-19-3f3f348d176bc7152a8cb2dbab2e4cc4?utm_source=homepage&utm_medium=TopNews&utm_campaign=position_08
[2] https://www.spiked-online.com/2022/12/19/the-truth-about-covid-mccarthyism/
[2] https://rwmalonemd.substack.com/p/texas-senate-health-committee-interim?r=jhqci&utm_campaign=post&utm_medium=email
[2] https://uncutnews.ch/mrna-covid-injektionen-fuehren-bei-einigen-empfaengern-zu-drastischen-persoenlichkeitsveraenderungen-warum/

Top URLs in Tweet in G5:
[7] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[2] https://medicine.wustl.edu/news/repeat-covid-19-infections-increase-risk-of-organ-failure-death/
[2] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf?amp
[2] https://beckernews.com/the-fda-uncovers-yet-another-dangerous-side-effect-of-the-covid-19-vaccines-48234/
[1] https://ajph.aphapublications.org/doi/full/10.2105/AJPH.2022.307112
[1] https://www.smh.com.au/national/doctors-healthcare-workers-to-be-punished-for-anti-vax-covid-claims-20210310-p579dk.html
[1] https://amidwesterndoctor.substack.com/p/the-most-important-dataset-of-the
[1] https://vaccineimpact.com/2021/cardiologist-medical-doctor-who-wanted-to-punch-anti-vaxxers-in-the-face-dead-after-covid-booster-shot/
[1] https://www.covidvaccineinjuries.com/covid-vaccine-stories/dr-sohrab-lutchmedial-an-unexpected-and-sudden-death-of-new-brunswick-cardiologist/
[1] https://www.dailymail.co.uk/news/article-9119431/Miami-doctor-58-dies-three-weeks-receiving-Pfizer-Covid-19-vaccine.html

Top URLs in Tweet in G6:
[58] https://revistaoeste.com/mundo/ue-registra-mais-de-mil-casos-de-miocardite-em-criancas-vacinadas-contra-covid/
[2] https://www.theepochtimes.com/mkt_app/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[2] https://tribunanacional.com.br/noticia/4671/renomado-oncologista-pede-o-fim-imediato-do-programa-de-vacinas-contra-a-covid#.Y6CijPvHukU.twitter
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9055170/
[1] https://tribunanacional.com.br/noticia/4723/cdc-admite-que-ordenou-que-grandes-empresas-de-tecnologia-enterrassem-a-verdade-sobre-os-perigos-das-vacinas-covid-19
[1] https://www.cureus.com/articles/82162-ivermectin-prophylaxis-used-for-covid-19-a-citywide-prospective-observational-study-of-223128-subjects-using-propensity-score-matching
[1] https://childrenshealthdefense.org/defender/fda-study-covid-vaccine-blood-clot-elderly-et/
[1] https://twitter.com/allbitenobark88/status/1602147160706863104
[1] https://retractionwatch.com/2022/12/01/buzzy-lancet-long-covid-paper-under-investigation-for-data-errors/
[1] https://twitter.com/SensoCrtico1/status/1605534290283966466

Top URLs in Tweet in G7:
[5] https://www.vtv.gob.ve/nueva-variante-bf7-covid-sintomas/
[2] https://www.vtv.gob.ve/dia-1009-lucha-covid-19122022/
[2] https://mazo4f.com/reportan-122-nuevos-casos-de-covid-19-en-el-pais
[1] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-18122022/
[1] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-20122022/

Top URLs in Tweet in G8:
[3] https://twitter.com/drericding/status/1604748747640119296
[2] https://www.cbsnews.com/amp/boston/news/covid-public-health-emergency-national-biden-governors-letter/
[2] https://www.cdc.gov/nhsn/covid19/ltc-report-overview.html
[1] https://twitter.com/mattbc/status/1604954432944365569
[1] https://www.wsj.com/articles/white-house-looks-at-increasing-benefits-to-lure-americans-back-into-workforce-11671574992
[1] https://www.cdc.gov/nchs/covid19/pulse/long-covid.htm
[1] https://www.cnn.com/2022/09/06/china/china-covid-19-vaccine-cansino-intl-hnk/index.html
[1] https://well.blogs.nytimes.com/2011/12/08/a-web-campaign-for-cancer-prevention/
[1] https://www.bbc.com/news/world-asia-64010209
[1] https://source.wustl.edu/2022/10/washu-covid-19-nasal-vaccine-technology-licensed-to-ocugen/

Top URLs in Tweet in G9:
[3] https://lecourrierdesstrateges.fr/2022/12/19/malgre-son-efficacite-sur-le-covid-les-autorites-officielles-ont-toujours-interfere-dans-les-recherches-sur-livermectine/
[1] https://reseauinternational.net/le-sang-des-non-vaccines-est-maintenant-tres-demande/
[1] https://reseauinternational.net/un-nouveau-ne-meurt-d-enormes-caillots-sanguins-apres-une-transfusion-preoperatoire-avec-du-sang-de-vaccine/
[1] https://twitter.com/WallStreetSilv/status/1604160940211306497?s=20&t=in5fm8WdV9sT9Dp-Z7yI0g
[1] https://www.lefigaro.fr/sciences/covid-19-le-vaccin-pour-les-bebes-a-risque-recommande-par-la-has-20221219
[1] https://twitter.com/AFLDSorg/status/1604964276447465485
[1] https://lecourrier-du-soir.com/coup-de-tonnerre-en-france-en-deux-ans-de-covid-le-cout-de-la-vaccination-atteint-les-85-milliards-deuros/
[1] https://www.has-sante.fr/plugins/ModuleXitiKLEE/types/FileDocument/doXiti.jsp?id=p_3398619
[1] https://www.cnn.com/2022/12/13/health/covid-19-vaccines-study/index.html

Top URLs in Tweet in G10:
[4] https://ausvaxsafety.org.au/pfizer-covid-19-vaccine-adult-formulation/pfizer-covid-19-vaccine-safety-data-adolescent
[4] https://ausvaxsafety.org.au/moderna-covid-19-vaccine/moderna-covid-19-vaccine-safety-data-all-participants
[3] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[1] https://www.washingtonpost.com/wellness/2022/12/21/covid-exercise-hospitalization-mortality/

Top Domains
Top Domains in Tweet in Entire Graph:
[316] twitter.com
[76] com.au
[62] revistaoeste.com
[52] youtube.com
[50] co.uk
[40] theepochtimes.com
[33] blogspot.com
[32] trib.al
[28] reuters.com
[24] childrenshealthdefense.org

Top Domains in Tweet in G1:
[96] twitter.com
[20] thehindu.com
[12] co.uk
[11] youtube.com
[10] amazon.com
[8] theguardian.com
[7] nytimes.com
[7] theepochtimes.com
[7] reuters.com
[6] amazon.de

Top Domains in Tweet in G2:
[11] twitter.com
[5] oneindia.com
[1] livelaw.in
[1] indiatimes.com
[1] enewsinsight.com
[1] bit.ly
[1] india.com

Top Domains in Tweet in G3:
[4] co.uk
[4] justthenews.com
[4] twitter.com
[2] substack.com
[2] gov.au
[2] theepochtimes.com
[2] gov.uk
[1] expose-news.com
[1] youtube.com
[1] rumble.com

Top Domains in Tweet in G4:
[18] youtube.com
[16] trib.al
[12] childrenshealthdefense.org
[3] substack.com
[2] bbc.com
[2] medrxiv.org
[2] t.me
[2] apnews.com
[2] spiked-online.com
[2] uncutnews.ch

Top Domains in Tweet in G5:
[10] com.au
[2] wustl.edu
[2] beckernews.com
[1] aphapublications.org
[1] substack.com
[1] vaccineimpact.com
[1] covidvaccineinjuries.com
[1] co.uk
[1] eurekalert.org
[1] usnews.com

Top Domains in Tweet in G6:
[58] revistaoeste.com
[3] com.br
[2] theepochtimes.com
[2] twitter.com
[1] nih.gov
[1] cureus.com
[1] childrenshealthdefense.org
[1] retractionwatch.com

Top Domains in Tweet in G7:
[9] gob.ve
[2] mazo4f.com

Top Domains in Tweet in G8:
[17] twitter.com
[3] cdc.gov
[2] cbsnews.com
[1] wsj.com
[1] cnn.com
[1] nytimes.com
[1] bbc.com
[1] wustl.edu
[1] bloomberg.com
[1] nih.gov

Top Domains in Tweet in G9:
[3] lecourrierdesstrateges.fr
[2] reseauinternational.net
[2] twitter.com
[1] lefigaro.fr
[1] lecourrier-du-soir.com
[1] has-sante.fr
[1] cnn.com

Top Domains in Tweet in G10:
[8] org.au
[3] com.au
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[643] covid
[182] covid19
[111] coronavirus
[103] china
[74] railwaynewvacancydo
[71] covid_19
[67] entérate
[54] freealexsaabnow
[46] prevención
[46] jornadadevacunación



Top Hashtags in Tweet in G1:
[100] covid
[30] coronavirus
[24] china
[20] covid19
[18] covidisnotover
[12] chinacovid
[11] corona
[8] news
[6] chinacovidcases
[6] ccp

Top Hashtags in Tweet in G2:
[69] railwaynewvacancydo
[35] covid
[16] upscextraattempt2023
[14] extraattemptforall
[11] railwaynewvacan
[10] covid19
[10] bharatjodoyatra
[8] cha
[8] upscextraattempt
[8] coronavirus

Top Hashtags in Tweet in G3:
[4] nhs
[3] myocarditis
[2] badpharma
[1] courageousdiscourse
[1] covid
[1] usa
[1] experience
[1] mindset
[1] hartleaks
[1] usforthemuk

Top Hashtags in Tweet in G4:
[11] covid
[3] vaccine
[2] pfizer
[2] twitter
[1] skzreplay
[1] zelensky
[1] ukraine
[1] blacklisting
[1] censorship
[1] anopenchina

Top Hashtags in Tweet in G5:
[6] covidvaccines
[6] covid
[2] doctor
[2] diedsuddenly
[2] pfizer
[1] studio10
[1] vaccineinjuries
[1] firstdonoharm
[1] stoptheshotsnow
[1] nuremberg2

Top Hashtags in Tweet in G6:
[2] sus

Top Hashtags in Tweet in G7:
[67] entérate
[53] freealexsaabnow
[46] jornadadevacunación
[44] prevención
[27] 20dic
[25] 19dic
[25] sistemapatria
[19] atención
[19] carnetdelapatria
[14] navidadtiempodepaz

Top Hashtags in Tweet in G8:
[73] covid
[23] ccp
[9] ccpchina
[7] china
[5] covid19
[3] omicron
[3] beijing
[3] zerocovidpolicy
[3] xijinping
[3] xinxiang

Top Hashtags in Tweet in G9:
[14] sang
[12] transfusionssanguines
[3] covid
[2] covidshow
[1] vaccin
[1] effetssecondaires
[1] caillotssanguins
[1] dondusang
[1] vaccins

Top Hashtags in Tweet in G10:
[11] breaking
[9] noamnesty
[8] covidvaccines
[8] covid
[8] covid19
[8] covidisntover
[8] coronavirus
[7] mask
[6] diedsuddenly
[3] crimesagainsthumanity

Top Words
Top Words in Tweet in Entire Graph:
[7573] covid
[1569] 19
[824] china
[701] क
[649] vaccine
[643] #covid
[604] people
[457] र
[391] more
[356] न

Top Words in Tweet in G1:
[770] covid
[214] 19
[100] क
[100] #covid
[98] china
[54] र
[54] स
[52] न
[46] म
[46] cases

Top Words in Tweet in G2:
[206] covid
[69] #railwaynewvacancydo
[66] क
[60] pmoindia
[54] र
[52] narendramodi
[52] recruitment
[48] railway
[47] न
[46] ह

Top Words in Tweet in G3:
[163] covid
[116] draseemmalhotra
[71] powerful
[63] vaccine
[59] breaking
[48] abridgen
[44] p_mcculloughmd
[39] thecoastguy
[38] world
[36] story

Top Words in Tweet in G4:
[125] covid
[60] elonmusk
[27] 19
[26] rob_roos
[24] ap
[20] big
[20] work
[19] youtube
[18] silvano_trotta
[16] invite

Top Words in Tweet in G5:
[169] covid
[68] vaccine
[52] bryandeanwright
[48] more
[41] here's
[40] infected
[40] vaccinated
[39] news
[39] 3x
[39] 2x

Top Words in Tweet in G6:
[220] covid
[102] dr_francisco_
[100] vacinas
[97] fda
[97] após
[96] artigo
[94] são
[93] anos
[93] perigosas
[93] informando

Top Words in Tweet in G7:
[271] 19
[271] covid
[181] vtvcanal8
[123] contra
[74] venezuela
[70] nuestro
[70] nuevos
[69] virus
[68] enfermedad
[67] causada

Top Words in Tweet in G8:
[116] covid
[115] drericding
[73] #covid
[67] china
[54] infected
[44] die
[40] whoever
[40] needs
[39] beijing
[28] early

Top Words in Tweet in G9:
[103] covid
[75] fauci
[34] bennyjohnson
[31] came
[30] director
[30] former
[30] throws
[30] lab
[30] wuhan
[30] potomac

Top Words in Tweet in G10:
[110] covid
[60] positive
[49] 19
[34] everyone
[34] dr
[31] tested
[31] danametcalfe5
[31] each
[30] influenza
[30] 1500

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1473] covid,19
[285] covid,vaccine
[274] contra,covid
[177] long,covid
[151] manuelrico,hoy
[112] covid,cases
[112] covid,vaccines
[109] aprobó,protocolo
[109] días,gobierno
[109] protocolo,impedía

Top Word Pairs in Tweet in G1:
[203] covid,19
[24] 19,cases
[19] cases,soar
[18] china's,crematoriums
[18] 'packed',covid
[18] china,covid
[18] crematoriums,'packed'
[17] contra,covid
[15] क,र
[13] स,क

Top Word Pairs in Tweet in G2:
[25] railminindia,ashwinivaishnaw
[24] #railwaynewvacancydo,railminindia
[23] railway,complete
[23] pmoindia,narendramodi
[23] demand,youth
[23] old,recruitment
[23] youth,govt
[23] govt,railway
[23] release,recruitment
[23] due,covid

Top Word Pairs in Tweet in G3:
[53] draseemmalhotra,breaking
[35] biggest,story
[35] powerful,extraordinary
[35] world,thecoastguy
[35] thecoastguy,powerful
[35] call,action
[35] extraordinary,call
[35] story,world
[35] covid,vacc
[34] powerful,speech

Top Word Pairs in Tweet in G4:
[27] covid,19
[16] invite,elonmusk
[15] restrictions,ease
[15] mild,covid
[15] urged,work
[15] covid,urged
[15] work,restrictions
[15] chinese,mild
[14] ap,chinese
[11] belle,nouvelle

Top Word Pairs in Tweet in G5:
[40] more,infected
[39] 3x,more
[39] 2x,3x
[39] covid,here's
[39] news,2x
[39] vaccinated,covid
[39] infected,covid
[39] here's,news
[38] bryandeanwright,vaccinated
[33] covid,vaccine

Top Word Pairs in Tweet in G6:
[97] vacinas,covid
[93] fda,solta
[93] solta,artigo
[93] covid,são
[93] perigosas,podem
[93] informando,vacinas
[93] artigo,informando
[93] finalmente,fda
[93] são,perigosas
[93] podem,causar

Top Word Pairs in Tweet in G7:
[271] covid,19
[91] contra,covid
[67] #entérate,importante
[67] saber,covid
[67] causada,virus
[67] enfermedad,causada
[67] virus,deteriora
[67] deteriora,nuestro
[67] importante,saber
[67] 19,enfermedad

Top Word Pairs in Tweet in G8:
[40] whoever,needs
[20] infected,whoever
[20] current,#covid
[20] infected,infected
[20] #ccp's,current
[20] needs,infected
[20] needs,die
[20] die,die
[20] summary,#ccp's
[20] die,early

Top Word Pairs in Tweet in G9:
[31] covid,came
[30] came,wuhan
[30] lab,fauci
[30] fauci,potomac
[30] throws,fauci
[30] wuhan,lab
[30] director,finally
[30] former,cdc
[30] alleges,covid
[30] potomac,alleges

Top Word Pairs in Tweet in G10:
[49] covid,19
[30] dr,derek
[30] everyone,influenza
[30] tested,1500
[30] derek,knauss
[30] 19,positive
[30] 1500,positive
[30] clients,each
[30] positive,covid
[30] each,everyone

Top Replied-To
Top Replied-To in Entire Graph:
@drericding
@gbnews
@elonmusk
@proflopalco
@cafreeland
@maiconpicolo
@covid_parent
@1goodtern
@dr_l_alexandre
@cdcgov

Top Replied-To in G2:
@mansukhmandviya
@dchaurasia2312
@nidhitanejaa
@aranganathan72
@rohini_sgh
@kanimozhidmk
@pmoindia
@shri_v
@jm_scindia
@sardesairajdeep

Top Replied-To in G3:
@abridgen
@mattletiss7
@rickeyywhy
@sue14roberts
@jelm36505047
@_janey_j
@thecoastguy
@chrislittlewoo8
@djevans71
@thornbush42

Top Replied-To in G4:
@elonmusk
@covid_parent
@mtaibbi
@midgett_mighty
@liz_churchill7
@wulfsethen
@latics
@danielcharlesh4
@baboosetarget
@sophiadahl1

Top Replied-To in G5:
@drjamesolsson
@ellymelly
@bryandeanwright
@jason_willz1
@ahpra
@rycunni
@realdonaldtrump
@studio10au
@sinichol
@twee_i_a

Top Replied-To in G6:
@revistaoeste
@eiro_marcos
@dr_francisco_

Top Replied-To in G8:
@drericding
@ticerichard
@selinawangtv
@clarksavagejr2
@w4ss4
@stesmithy48
@fynn_fan
@lawam_2221
@mykamead79
@d__b___cooper

Top Replied-To in G9:
@josianelepine
@drtomfrieden
@maclilja
@monicacrowley
@russsmith72

Top Replied-To in G10:
@cafreeland
@adriantecharp
@saikate108
@76_shano
@joaquinlife
@kristol83757942
@bohemianatmosp1
@annwmac
@charlottenc2022

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@manuelrico
@draseemmalhotra
@drericding
@dr_francisco_
@drsimonegold
@revistaoeste
@pmoindia
@jamesmelville
@ryangerritsen

Top Mentioned in G1:
@durangondigital
@2daciacpello311
@68vaper
@hrnext
@dollyresist
@quirinweber
@gimbe
@llsnuffy
@mallumconfess
@rifain_nouvelle

Top Mentioned in G2:
@pmoindia
@narendramodi
@ashwinivaishnaw
@rahulgandhi
@railminindia
@mansukhmandviya
@shekhargupta
@amitshah
@hansrajmeena
@drjitendrasingh

Top Mentioned in G3:
@draseemmalhotra
@abridgen
@p_mcculloughmd
@thecoastguy
@susanneheart
@akheriaty
@_janey_j
@mrahmadkmalik
@mattletiss7
@stevebarclay

Top Mentioned in G4:
@elonmusk
@rob_roos
@ap
@youtube
@silvano_trotta
@vsainement
@tomfitton
@twitter
@barbarasghost1
@michaelpbreton

Top Mentioned in G5:
@bryandeanwright
@rycunni
@drkerrynphelps
@eleni_roussos
@drjamesolsson
@realmattcouch
@gemcarey
@ellymelly
@studio10au
@jason_willz1

Top Mentioned in G6:
@dr_francisco_
@revistaoeste
@daacervo
@talitaxcorrea
@rothbard_brasil
@ozzi_oficial
@mqueiroga2

Top Mentioned in G7:
@vtvcanal8
@carnetdlapatria
@czgnb_trujillo
@wuihelm24
@yami2336
@dcr23_1cz23
@mippcivzla
@gabrielasjr
@somosrmnoticias
@inameh

Top Mentioned in G8:
@drericding
@stephenmcdonell
@jenniferzeng97
@wsbgnl
@leelasik
@vinodkapri
@selinawangtv
@walkerbragman
@benjaminqiu
@dreric

Top Mentioned in G9:
@bennyjohnson
@krieger66362259
@aliyah01150546
@blemontd
@guillaumebarucq
@monicacrowley
@briceof_lyon
@ecole_oubliee
@cstrateges

Top Mentioned in G10:
@danametcalfe5
@diedsuddenly_
@govt_corrupt
@bohemianatmosp1
@ckellyuap
@rastarafi03
@allbitenobark88
@cafreeland
@bubbleberry96
@saikate108

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@sunoticiero
@multigaceta
@republikaonline
@lennaleprena
@56perumal
@cagney1991
@innovativehindu
@diariotalcual
@maria_andy2

Top Tweeters in G1:
@la_patilla
@sunoticiero
@multigaceta
@derekjohnbryant
@2001online
@vonivar
@elaragueno
@rejoiceamerica
@kumparan
@idntimes

Top Tweeters in G2:
@56perumal
@1stindianews
@rajendr76194898
@railminindia
@thatstamil
@sumi53983155
@kumarbambam
@ransinghbjp
@cnbctv18news
@livelawindia

Top Tweeters in G3:
@markwrightuk88
@vito4224
@_24_com
@beddoeroger
@nemo_impune
@pverbeeck2
@conserve_life
@cliverhymester
@dynamex
@pamaro25

Top Tweeters in G4:
@soniacolpo
@viriyabot
@zeeshan_shah_dc
@stillgray
@jo_kwanghee_07
@ap
@rockprincess818
@paulamc45
@sheilagunnreid
@wholemarsblog

Top Tweeters in G5:
@realmattcouch
@susanbe36094276
@foreverbrexit
@flygirlie30
@paulturner2012
@d_notices
@lesleymillercyp
@ray_hessel
@tweetannylee
@michaelpbreton

Top Tweeters in G6:
@shushirlei
@ronivilar
@direita_network
@geraldinhoweb
@robiscuit
@sf79
@josi975
@sampaiocout
@flavio_bottini
@fernand59963366

Top Tweeters in G7:
@vtvcanal8
@mippcivzla
@briggittems1
@mercede073
@erick_bas1988
@rodalexandre25
@yami2336
@edvmm20
@carmengenesis
@saxolocoalto

Top Tweeters in G8:
@innovativehindu
@blanketcrap
@trumpgot2go
@siquieresmelees
@march4progress
@dilawartalkies
@mrpshropshire
@rwilley112
@binugazi
@crazybob48

Top Tweeters in G9:
@uniquecmoi
@lopezdominique2
@frederiquerinc1
@kris_chadi
@didierjean050
@jstnorv10
@biorealism
@tapanur
@josvasden
@_toutcramer_

Top Tweeters in G10:
@raytoutofer
@desalvogloria
@asauer65
@josephlemire198
@jennyerikson
@djgotstandards
@fludetat
@fiver56
@cptmphil
@kosmovin


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