COVID, Twitter, 12/1/2022 10:34:51 AM, 285266


FAQ | Problem?

COVID_2022-12-01_02-12-33.xlsx
COVID_2022-12-01_02-12-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
COVID via NodeXL https://bit.ly/3VKd0Kf
@elonmusk
@abclive
@ozraeliavi
@drelidavid
@albomp
@davidjoffe64
@1goodtern
@harrytuttle1984
@twitter
@javichu73

Top hashtags:
#covid
#covid19
#china
#covid_19
#breaking
#prevención
#coronavirus
#covidー19
#toquedequeda

Description:
Description
The graph represents a network of 10,882 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, 01 December 2022 at 10:26 UTC.

The requested start date was Thursday, 01 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, 3-minute period from Monday, 28 November 2022 at 12:16 UTC to Wednesday, 30 November 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 : 10882
Unique Edges : 5963
Edges With Duplicates : 11904
Total Edges : 17867
Number of Edge Types : 5
Replies to : 1224
Retweet : 5396
MentionsInRetweet : 6213
Mentions : 2061
Tweet : 2973
Self-Loops : 3026
Reciprocated Vertex Pair Ratio : 0.00397044226315209
Reciprocated Edge Ratio : 0.00790948039107986
Connected Components : 2831
Single-Vertex Connected Components : 813
Maximum Vertices in a Connected Component : 2582
Maximum Edges in a Connected Component : 5501
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 11.590503
Graph Density : 7.68788734710559E-05
Modularity : 0.570569
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,882 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, 01 December 2022 at 10:26 UTC.

The requested start date was Thursday, 01 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, 3-minute period from Monday, 28 November 2022 at 12:16 UTC to Wednesday, 30 November 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:
[15] https://transparency.twitter.com/en/reports/covid19.html#2021-jul-dec
[14] https://www.reuters.com/world/china/chinas-guangzhou-city-relaxes-covid-rules-several-districts-2022-11-30/?taid=6387494f12d50700015ddcf3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] https://www.foxnews.com/us/new-york-supreme-court-reinstates-all-employees-fired-being-unvaccinated-orders-backpay
[12] https://oantagonista.uol.com.br/fact-checking/alerta-vacinados-representam-a-maioria-das-mortes-por-covid-nos-eua/
[11] https://www.cnn.com/2022/11/29/tech/twitter-covid-misinformation-policy/index.html
[11] https://nypost.com/2022/11/28/chinese-protests-arent-about-covid-theyre-about-a-dictatorship/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[10] https://www.frontiersin.org/articles/10.3389/fmicb.2021.796807/full
[9] https://insightplus.mja.com.au/2022/46/more-proof-covid-is-a-multi-system-cluster-bomb/
[8] https://www.theguardian.com/world/2022/nov/28/china-zero-covid-police-shanghai-protests?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669635761
[8] https://www.nytimes.com/2022/11/27/world/asia/china-covid-protest.html

Top URLs in Tweet in G1:
[5] https://www.trustedhealth.info/2021/06/frequently-asked-questions-about-covid.html
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=f77c2108-6f16-11ed-b445-45597542496b&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0xMS0yNy9jaGluYS1jb3ZpZC11bnJlc3QtYm9pbHMtb3Zlci1hcy1jaXRpemVucy1kZWZ5LWxvY2tkb3duLWVmZm9ydHM=
[4] https://www.techdigest.tv/2022/11/tech-digest-daily-roundup-twitter-ends-covid-misinformation-policy.html
[3] https://www.nytimes.com/2022/11/29/business/china-protests-covid-jobs.html
[3] https://news.ycombinator.com/item?id=33786471
[3] https://www.nytimes.com/2022/11/30/world/asia/china-covid-protests-xi-jinping.html?partner=IFTTT
[3] https://www.nytimes.com/2022/11/30/world/asia/china-covid-protest.html?partner=IFTTT
[3] https://www.politico.com/news/2022/11/30/desantis-school-board-covid-00071305
[3] https://www.nytimes.com/2022/11/30/briefing/china-protests-covid.html?partner=IFTTT
[3] https://www.reuters.com/world/china/covid-protests-escalate-guangzhou-china-lockdown-anger-boils-2022-11-30/

Top URLs in Tweet in G2:
[6] https://trib.al/O8Dr2s0
[4] https://trib.al/ckmIaJ6
[3] https://www.ctvnews.ca/health/coronavirus/twitter-ends-enforcement-of-covid-misinformation-policy-1.6173672?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=638687f74be71a0001a3c294&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://trib.al/RfKog4M
[2] https://www.bbc.co.uk/news/technology-63796832
[2] https://pjmedia.com/columns/stephen-kruiser/2022/11/30/the-morning-briefing-government-covid-fascists-cant-grasp-that-weve-all-moved-on-n1649578
[2] https://www.westernjournal.com/washington-post-vaccinated-majority-covid-deaths/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[2] http://covid19criticalcare.com/
[1] https://www.cnn.com/2022/11/29/tech/twitter-covid-misinformation-policy/index.html
[1] https://twitter.com/OccupyDemocrats/status/1597685127504883712

Top URLs in Tweet in G3:
[2] https://notthebee.com/article/never-never-never-forget-what-they-did-to-us-during-the-covid-lockdowns
[2] https://justthenews.com/government/courts-law/premeditated-cdc-knew-covid-vax-associated-myocarditis-left-post-vax-surveys
[1] https://twitter.com/RebelNewsOnline/status/1429282708635545602/video/1
[1] https://twitter.com/songpinganq/status/1595456780557062144/video/1
[1] https://twitter.com/theradicalshow/status/1596880118395256838
[1] https://t.me/TommyRobinsonNews/42391
[1] https://twitter.com/Debunk_the_Funk/status/1484871465858179077?t=nQ4KF81X9TxHvTfkrPXNtg&s=19
[1] https://www.youtube.com/watch?v=dgsb86irdYo&feature=youtu.be


Top URLs in Tweet in G4:
[11] https://www.foxnews.com/us/new-york-supreme-court-reinstates-all-employees-fired-being-unvaccinated-orders-backpay
[1] https://lesdeqodeurs.fr/un-oncologue-de-renom-envoie-une-lettre-urgente-demandant-larret-immediat-du-programme-de-vaccination-covid-car-les-cancers-et-autres-maladies-progressent-rapidement-chez-les-personnes-qui-ont-pris/
[1] https://vaccin-covid-acouphenes.blogspot.com/2022/11/liberons-la-parole.html
[1] https://t.me/trottasilvano/28242
[1] https://www.lefigaro.fr/flash-eco/twitter-ne-lutte-plus-contre-la-desinformation-liee-au-covid-20221130?utm_medium=Social&utm_campaign=echobox&utm_source=Twitter&origine=VWR22002#Echobox=1669791299
[1] https://www.lefigaro.fr/politique/dette-de-paris-la-mise-sous-tutelle-de-la-capitale-n-est-pas-exclue-selon-clement-beaune-20221127?utm_medium=Social&utm_campaign=echobox&utm_source=Twitter&origine=VWT16001#Echobox=1669562119-1
[1] https://childrenshealthdefense.org/defender/san-diego-california-schools-covid-vaccine-mandate-court-win/
[1] https://www.europe-israel.org/2022/11/nouveau-scandale-une-commission-officielle-revele-que-lensemble-des-chiffres-diffuses-par-le-gouvernement-macron-sur-les-hospitalisations-et-deces-durant-la-periode-covid19-etaient-bidonnes-car/
[1] https://www.dailymail.co.uk/news/article-11464097/Covid-Australia-2022-Teen-misses-HSC-pericarditis-jab-reaction-cardiologist-issues-warning.html
[1] https://twitter.com/hirt_benjamin/status/1596785618386038786

Top URLs in Tweet in G5:
[5] https://www.cnn.com/2022/11/29/tech/twitter-covid-misinformation-policy/index.html
[2] https://www.nytimes.com/2022/11/28/opinion/winter-rsv-covid-flu.html?smid=tw-share
[2] https://www.irishtimes.com/health/your-wellness/2022/11/28/has-covid-19-caused-permanent-damage-toour-immune-systems/
[2] https://insightplus.mja.com.au/2022/46/more-proof-covid-is-a-multi-system-cluster-bomb/
[1] https://www.youtube.com/watch?v=OlFQ26SpGM0

[1] https://twitter.com/mark_butler_mp/status/1597783212033708032
[1] https://www.medrxiv.org/content/10.1101/2022.11.25.22282759v1
[1] https://twitter.com/EricTopol/status/1597352771950637056
[1] https://www.mandatemasksny.org/nycmaskguide
[1] https://www.ft.com/content/db1e6c05-b8bb-429e-8cbd-8ea0dde58bf0

Top URLs in Tweet in G6:
[12] https://oantagonista.uol.com.br/fact-checking/alerta-vacinados-representam-a-maioria-das-mortes-por-covid-nos-eua/
[1] https://www.cnnbrasil.com.br/saude/qual-a-eficacia-das-principais-vacinas-contra-a-covid-19/

Top URLs in Tweet in G7:
[14] https://www.reuters.com/world/china/chinas-guangzhou-city-relaxes-covid-rules-several-districts-2022-11-30/?taid=6387494f12d50700015ddcf3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.theguardian.com/world/2022/nov/28/china-zero-covid-police-shanghai-protests?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669635761
[6] https://www.theguardian.com/us-news/2022/nov/29/first-thing-china-pushes-covid-vaccines-for-older-people-after-unrest?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669723646
[3] https://ft.trib.al/gPxxOjp
[2] https://www.bloomberg.com/news/features/2022-11-29/china-s-covid-zero-policy-is-putting-its-climate-action-on-ice?utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&cmpid=socialflow-twitter-business
[2] https://www.reuters.com/world/china/what-people-are-saying-about-covid-19-protests-china-2022-11-28/?taid=6384a64c987ed200011a61e6&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://trib.al/zJlVFXp
[2] https://www.theguardian.com/world/2022/nov/28/people-in-china-tell-us-about-the-zero-covid-policy-protests?CMP=share_btn_tw
[2] https://www.theguardian.com/world/2022/nov/29/china-police-move-to-deter-zero-covid-demonstrations-and-trace-protesters?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1669692298
[2] https://www.bloomberg.com/news/storythreads/2022-11-28/china-protests-xi-jinping-considers-next-move-as-covid-zero-anger-mounts?utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-markets&utm_content=markets

Top URLs in Tweet in G8:
[5] https://babylonbee.com/news/cdc-warns-of-new-stealth-covid-variant-where-you-test-negative-and-get-no-symptoms
[3] https://www.tf1info.fr/sante/vaccination-covid-19-soignants-non-vaccines-le-cabinet-mckinsey-est-il-a-l-origine-des-suspensions-2240114.html?utm_medium=Social&utm_source=Twitter&Echobox=1669652899#xtor=CS5-113
[3] https://www.sasktoday.ca/central/local-news/stoon-woman-dies-allegedly-after-covid-booster-daughter-in-shock-5858942
[1] https://trendingpolitics.com/covid-tyranny-is-born-new-fauci-email-shows-he-knew-masks-were-ineffective-wanted-americans-masked-knab/?utm_source=ElWiz
[1] https://today.rtl.lu/news/world/a/1997716.html
[1] https://www.radiofrance.fr/franceinter/covid-le-rn-depose-a-son-tour-une-proposition-de-loi-pour-reintegrer-les-personnels-non-vaccines-1984741
[1] https://thehill.com/changing-america/well-being/longevity/588738-huge-huge-numbers-death-rates-up-40-percent-over-pre/
[1] https://www.science.org/content/article/how-does-coronavirus-kill-clinicians-trace-ferocious-rampage-through-body-brain-toes?cookieSet=1
[1] https://factcheck.afp.com/doc.afp.com.32NP2FX
[1] https://nationalpost.com/opinion/terry-glavin-the-chinese-have-had-it-with-xi-jinpings-cruel-covid-lockdowns

Top URLs in Tweet in G9:
[10] https://www.frontiersin.org/articles/10.3389/fmicb.2021.796807/full
[3] https://twitter.com/grard07854442/status/1594694134316548101?s=21&t=n0QvsDtw80fp4MSaO45a_Q
[2] https://quadrant.org.au/opinion/covidiocy/2022/11/the-problem-with-the-covid-narrative/
[2] https://quadrant-org-au.translate.goog/opinion/covidiocy/2022/11/the-problem-with-the-covid-narrative/?_x_tr_sl=en&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp
[2] https://ncbi.nlm.nih.gov/pmc/articles/PMC7988450/
[2] https://www.tf1info.fr/amp/sante/covid-19-effets-secondaires-indesirables-du-vaccin-pfizer-biontech-il-y-a-un-probleme-estilme-le-pr-eric-caumes-sur-lci-2172466.html
[1] https://twitter.com/laremdesevir/status/1597224021950861315
[1] https://twitter.com/pmcdunnough/status/1597414807401267200
[1] https://twitter.com/papanours60/status/1597673483638820865
[1] https://www.lefigaro.fr/societes/covid-19-pfizer-critique-apres-avoir-annonce-une-forte-hausse-du-prix-de-son-vaccin-aux-etats-unis-20221023

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=Cp0q7v3Ea7I&feature=youtu.be

[2] https://cms.abclive.in/home/news_description/1957/The-Day-683-COVID-19-Vaccination-Report-of-India
[2] https://www.dailymail.co.uk/news/article-11481189/Twitter-drops-Covid-19-misleading-information-policy.html?ito=social-twitter_mailonline
[2] https://insiderpaper.com/australia-scraps-33000-covid-fines/
[2] https://www.dailymail.co.uk/news/article-11484877/China-protests-Protesters-clash-hazmat-clad-Covid-enforcers.html?ito=social-twitter_mailonline
[2] https://www.dailymail.co.uk/news/article-11480467/Chinese-cops-use-violence-intimidation-curb-anti-Covid-lockdown-protests.html?ito=social-twitter_mailonline
[2] https://www.dailymail.co.uk/news/article-11476929/SEX-BOTS-used-curb-Chinese-Covid-protests.html?ito=social-twitter_mailonline
[2] https://www.dailymail.co.uk/news/article-11483263/China-Covid-pandemic-protests-Dr-Nick-Coatsworth-warns-perilous-moment-virus-spreads.html
[2] https://timesofindia.indiatimes.com/city/jaipur/cm-ashok-gehlot-calls-for-mandatory-covid-vaccination-in-rajasthan/articleshow/88484260.cms
[2] https://aninews.in/news/world/asia/chinas-draconian-lockdowns-galvanize-widespread-protests20221128151841/

Top Domains
Top Domains in Tweet in Entire Graph:
[365] twitter.com
[90] co.uk
[65] blogspot.com
[54] com.br
[47] theguardian.com
[47] nytimes.com
[43] reuters.com
[40] bloomberg.com
[36] cnn.com
[36] youtube.com

Top Domains in Tweet in G1:
[86] twitter.com
[20] nytimes.com
[15] com.br
[13] co.uk
[11] cnbc.com
[10] theguardian.com
[9] bloomberg.com
[8] cnn.com
[7] nih.gov
[7] geniouxfacts.com

Top Domains in Tweet in G2:
[12] trib.al
[6] twitter.com
[3] ctvnews.ca
[3] co.uk
[2] pjmedia.com
[2] westernjournal.com
[2] covid19criticalcare.com
[1] cnn.com
[1] bloomberg.com
[1] spectrumlocalnews.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] notthebee.com
[2] justthenews.com
[1] t.me
[1] youtube.com

Top Domains in Tweet in G4:
[11] foxnews.com
[2] lefigaro.fr
[2] co.uk
[2] twitter.com
[2] francetvinfo.fr
[1] lesdeqodeurs.fr
[1] blogspot.com
[1] t.me
[1] childrenshealthdefense.org
[1] europe-israel.org

Top Domains in Tweet in G5:
[5] cnn.com
[3] com.au
[2] twitter.com
[2] medrxiv.org
[2] nytimes.com
[2] irishtimes.com
[1] youtube.com
[1] mandatemasksny.org
[1] ft.com
[1] cbsnews.com

Top Domains in Tweet in G6:
[13] com.br

Top Domains in Tweet in G7:
[19] bloomberg.com
[19] theguardian.com
[18] reuters.com
[7] trib.al
[6] nyti.ms
[5] reut.rs
[4] twitter.com
[3] nytimes.com
[2] nbcnews.to
[2] co.uk

Top Domains in Tweet in G8:
[5] babylonbee.com
[3] tf1info.fr
[3] sasktoday.ca
[1] trendingpolitics.com
[1] rtl.lu
[1] radiofrance.fr
[1] thehill.com
[1] science.org
[1] afp.com
[1] nationalpost.com

Top Domains in Tweet in G9:
[11] twitter.com
[10] frontiersin.org
[2] org.au
[2] translate.goog
[2] youtube.com
[2] nih.gov
[2] francesoir.fr
[2] tf1info.fr
[1] lefigaro.fr
[1] expose-news.com

Top Domains in Tweet in G10:
[10] co.uk
[8] youtube.com
[7] twitter.com
[3] indiatimes.com
[2] abclive.in
[2] insiderpaper.com
[2] aninews.in
[1] scroll.in
[1] abplive.com
[1] hindusthanpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[294] covid
[164] covid19
[153] china
[89] covid_19
[75] breaking
[62] prevención
[54] coronavirus
[43] covidー19
[41] toquedequeda
[37] chinaprotests



Top Hashtags in Tweet in G1:
[39] covid
[17] covid19
[16] china
[6] news
[5] vaccines
[4] pmqs
[3] bniboronginfobankaward2022
[3] covidisnotover
[3] chinaprotests
[3] governo

Top Hashtags in Tweet in G2:
[3] urumchi

Top Hashtags in Tweet in G3:
[66] breaking
[2] purebloods

Top Hashtags in Tweet in G4:
[6] covid
[4] figaro
[2] vaccineinjuries
[2] covid19
[1] reintegrezlessuspendus
[1] prison
[1] nupes

Top Hashtags in Tweet in G5:
[4] covid
[4] covid19
[2] antimaskers
[2] virusdeniers
[2] bringbackmasks
[1] war
[1] climatecrisis
[1] letsdealwithit
[1] covidisnotover
[1] covidisairborne

Top Hashtags in Tweet in G6:
[1] lockdowns
[1] bolsonaroéumgenocida

Top Hashtags in Tweet in G7:
[9] china
[5] guangzhou
[5] covid
[2] zerocovidpolicy
[2] oil

Top Hashtags in Tweet in G8:
[4] covid19
[4] longcovid
[3] mckinsey
[1] freedom
[1] cdnpoli
[1] sars2
[1] covidisairborne
[1] wearamask
[1] n95

Top Hashtags in Tweet in G9:
[6] cohen
[5] covid
[4] hdpros
[2] mouchardjoffrin
[2] macron
[1] afp
[1] inflation
[1] mckinseygate
[1] macrongate
[1] mckinsey

Top Hashtags in Tweet in G10:
[8] covidvaccine
[5] covid
[3] covid19
[3] upscextraattempt
[3] 3compensatoryattempt4all
[2] china
[1] fmg
[1] aefi
[1] ineversaidthis
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[7890] covid
[1512] 19
[1466] china
[712] people
[631] twitter
[512] zero
[505] protests
[486] policy
[395] over
[394] chinese

Top Words in Tweet in G1:
[776] covid
[193] 19
[168] china
[75] protests
[57] zero
[45] over
[43] policy
[39] #covid
[36] eu
[36] more

Top Words in Tweet in G2:
[203] covid
[108] elonmusk
[71] twitter
[41] apple
[32] terms
[32] people
[30] vaccine
[30] free
[30] speech
[30] filter

Top Words in Tweet in G3:
[203] covid
[118] china
[98] police
[82] protesting
[74] drelidavid
[73] lockdowns
[71] ozraeliavi
[70] oh
[70] wait
[66] #breaking

Top Words in Tweet in G4:
[199] covid
[70] f_philippot
[60] fait
[57] ils
[54] commission
[54] liberté
[52] comment
[51] j'ai
[50] firme
[50] mari

Top Words in Tweet in G5:
[130] covid
[37] people
[33] 1goodtern
[18] please
[18] 19
[17] home
[17] care
[15] 'cold
[15] genuinely
[15] over

Top Words in Tweet in G6:
[159] covid
[142] teve
[74] mpatriabrasil
[72] agora
[71] relata
[71] vezes
[71] derrames
[71] avcs
[71] várias
[71] tomou

Top Words in Tweet in G7:
[126] covid
[86] china
[62] protests
[38] nytimes
[37] people
[35] chinese
[30] china's
[28] reuters
[27] zero
[24] policy

Top Words in Tweet in G8:
[140] covid
[114] twitter
[87] electionwiz
[62] 19
[60] breaking
[60] policy
[60] 2020
[57] enforcing
[57] january
[57] reports

Top Words in Tweet in G9:
[93] covid
[27] sont
[21] ce
[20] plus
[19] par
[17] frcsbraun
[14] ont
[14] emmanuelmacron
[14] fait
[14] comment

Top Words in Tweet in G10:
[72] covid
[47] 19
[29] festival
[29] क
[22] pandemic
[21] years
[20] sangai
[20] manipur
[20] happy
[20] र

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1469] covid,19
[382] zero,covid
[186] covid,policy
[173] enforcing,covid
[162] contra,covid
[158] covid,lockdowns
[156] covid,vaccine
[143] misinformation,policy
[140] twitter,longer
[126] 19,misinformation

Top Word Pairs in Tweet in G1:
[180] covid,19
[47] zero,covid
[27] china,covid
[27] covid,policy
[18] covid,protests
[11] covid,misinformation
[11] contra,covid
[11] 19,pandemic
[11] china's,covid
[10] against,covid

Top Word Pairs in Tweet in G2:
[28] free,speech
[25] lbrycom,elonmusk
[24] elonmusk,free
[24] covid,npis
[24] critic,covid
[24] asked,elonmusk
[24] yesterday,asked
[24] speech,advocate
[24] npis,whether
[24] advocate,critic

Top Word Pairs in Tweet in G3:
[72] covid,lockdowns
[70] oh,wait
[66] fire,unarmed
[66] protesting,harsh
[66] harsh,covid
[66] police,china
[66] civilians,protesting
[66] wait,melbourne
[66] #breaking,police
[66] lockdowns,oh

Top Word Pairs in Tweet in G4:
[50] j'ai,interrogé
[50] firme,américaine
[50] ils,fait
[50] qualifient,ils
[50] commission,covid
[50] fait,firme
[50] covid,j'ai
[50] américaine,mari
[50] comment,qualifient
[50] interrogé,experts

Top Word Pairs in Tweet in G5:
[18] covid,19
[15] maybe,please
[15] hell',covid
[15] 'cold,hell'
[15] genuinely,care
[15] covid,maybe
[15] give,people
[15] please,give
[15] care,'cold
[14] 1goodtern,genuinely

Top Word Pairs in Tweet in G6:
[71] teve,covid
[71] diversas,vezes
[71] relata,teve
[71] agora,relata
[71] tomou,várias
[71] várias,doses
[71] derrames,avcs
[71] vezes,agora
[71] joelma,tomou
[71] doses,teve

Top Word Pairs in Tweet in G7:
[23] nytimes,chinese
[21] zero,covid
[20] communist,party
[16] covid,rules
[15] city,relaxes
[15] rules,several
[15] guangzhou,city
[15] china's,guangzhou
[15] relaxes,covid
[15] chinese,communist

Top Word Pairs in Tweet in G8:
[62] covid,19
[57] policy,twitter
[57] enforcing,covid
[57] twitter,longer
[57] 19,misinformation
[57] misinformation,policy
[57] longer,enforcing
[57] reports,january
[57] breaking,twitter
[57] january,2020

Top Word Pairs in Tweet in G9:
[14] sante_gouv,frcsbraun
[13] covid,19
[8] frcsbraun,apresj20
[8] emmanuelmacron,sante_gouv
[7] pr,cyrille
[7] contre,covid
[7] apresj20,pfizer
[7] cyrille,cohen
[6] république,emmanuelmacron
[6] peu,beaucoup

Top Word Pairs in Tweet in G10:
[46] covid,19
[20] sangai,festival
[20] years,covid
[20] manipur,sangai
[20] 19,pandemic
[20] celebrating,manipur
[15] pandemic,finally
[15] two,years
[15] finally,celebrating
[15] happy,two

Top Replied-To
Top Replied-To in Entire Graph:
@kdlaw
@nathaliejacoby1
@elonmusk
@1goodtern
@vp
@cnews
@calusa18
@appolice100
@bfmtv
@ronfilipkowski

Top Replied-To in G2:
@kdlaw
@elonmusk
@foxnews
@justin_hart
@ctvnews
@badkittieky
@audens6
@sirdukedevin
@gocepetrovski
@1f_not_us_who

Top Replied-To in G3:
@cdcdirector
@petersweden7
@cliftonaduncan
@vanishing_ideas
@crypto2077
@shawnaleneeshow
@sfrantzman
@elqulime
@blessed11587260
@roman_baber

Top Replied-To in G4:
@f_philippot
@ericnaulleau
@le_figaro
@guillaume_hb
@philcopain
@dimitrilovis
@padfire9
@clairejardin1
@fredgaulois
@prunal58

Top Replied-To in G5:
@1goodtern
@victoriancho
@nototyrannynow
@calcurious
@myknittingwool
@lettersfromtim
@maureviv
@binsquan
@drclairetaylor
@farid__jalali

Top Replied-To in G6:
@biakicis
@ana_cafe25

Top Replied-To in G7:
@ballouxfrancois
@larryelder
@ftchina
@russshix
@nytimes
@newsmax

Top Replied-To in G8:
@nicolasberrod
@electionwiz
@pretendtoo
@davidsirota
@thebabylonbee
@lci
@stjarnae

Top Replied-To in G9:
@cnews
@acadmed
@mimiiiiim15
@cavousf5
@afpfr
@philspinosi
@nicolasberrod
@maiastid
@kelelohim
@cosanos33988025

Top Replied-To in G10:
@abclive
@awakenindiamov
@sankha_shubhra
@speakshoutroar
@barandbench
@1stindianews
@lopezobrador_

Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@manuelrico
@electionwiz
@drelidavid
@mpatriabrasil
@ozraeliavi
@f_philippot
@vtvcanal8
@chuckcallesto
@michelerivasi

Top Mentioned in G1:
@humanspiritkind
@cadci
@eugenicwatch
@ax111006
@amytidd
@haberanadolu_
@mlmcommhealth
@saverio_94
@ariaajaeger

Top Mentioned in G2:
@elonmusk
@lbrycom
@mattyglesias
@twitter
@foxnews
@justin_hart
@liz_wheeler
@tomilahren
@saindodabolha
@kdlaw

Top Mentioned in G3:
@drelidavid
@ozraeliavi
@maajidnawaz
@riseupandresist
@petersweden7
@govrondesantis
@cliftonaduncan
@elonmusk
@stephen_taylor
@f_philippot

Top Mentioned in G4:
@f_philippot
@michelerivasi
@fleur50559050
@v52604779
@v_joron
@le_figaro
@sinedwarrior
@vpauline006
@albenoit13
@yvespdb

Top Mentioned in G5:
@1goodtern
@rachel_hoopsick
@themja
@albomp
@davidjoffe64
@cshperspectives
@danielandrewsmp
@keetmuise
@farid__jalali
@victoriancho

Top Mentioned in G6:
@mpatriabrasil
@osmarterra
@marcelocredetv
@o_antagonista
@fa1rynight
@realpfigueiredo
@biakicis
@leonardo_fnetto
@anticomunismob

Top Mentioned in G7:
@nytimes
@reuters
@guardian
@business
@repmtg
@ballouxfrancois
@breakingviews
@newsmax
@onlyyoontv
@opinion

Top Mentioned in G8:
@electionwiz
@afp
@thebabylonbee
@elisaperego78
@leahbutlersmith
@sciencemagazine
@lci
@aldosterone111
@ampincivero
@nicolasberrod

Top Mentioned in G9:
@frcsbraun
@emmanuelmacron
@sante_gouv
@pascalpraud
@apresj20
@pfizer
@mimiiiiim15
@afpfr
@papanours60
@cohen_cyrille

Top Mentioned in G10:
@narendramodi
@bjp4india
@pmoindia
@awakenindiamov
@youtube
@elonmusk
@mailonline
@abclive
@ani
@niswarth

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@sectest9
@rashidaldosari
@souljahsingh
@paoloigna1
@teamyoutube
@andyvermaut
@republikaonline
@falconhamada_90
@chris_1791

Top Tweeters in G1:
@caraotadigital
@republikaonline
@bisniscom
@adabagcompany
@loudl
@kazminutes2020
@_silversmith
@infoitsalute
@marketsday
@peacefmonline

Top Tweeters in G2:
@souljahsingh
@madrynha2012
@foxnews
@mrpshropshire
@ctvnews
@elegbete1
@fjpence
@mrjoncryer
@sjs856
@essexpr

Top Tweeters in G3:
@irene48
@_lymsa92
@tweetonpolitics
@aceandbogie
@whiskeymd247365
@daisylovepoppy
@yvonjolin
@orchideejaune87
@backtolife_2023
@sfrantzman

Top Tweeters in G4:
@le_figaro
@yvespdb
@mi1789
@pnerval
@petitoursonnes
@gateta30
@tns15
@auxerroise89
@zibuline7
@navarraise

Top Tweeters in G5:
@myknittingwool
@meallyhen
@hephaestus7
@susanchubb1
@lacunalingua_3
@dbkell
@globaltimesnews
@theatlantic
@lynquest
@miikae

Top Tweeters in G6:
@moacyrodrigues
@wilmenbr
@o_antagonista
@danielvalves
@fran_cisco_br
@araujo575
@nu_paulinha
@lima63junior
@jeandartora
@hsorrisa

Top Tweeters in G7:
@rashidaldosari
@falconhamada_90
@reuters
@business
@viriyabot
@guardian
@ovie52009
@nytimes
@rijin_nakamura
@vickimo08056436

Top Tweeters in G8:
@mummygirl
@nspector4
@vmetu
@afp
@kleegrubaugh
@usaborn3
@cadiedorange172
@robhalsey2
@seneca4949
@ampincivero

Top Tweeters in G9:
@sarah41659531
@basile061
@afpfr
@patureaumarie
@kitty_maggy
@cnews
@saraart4
@007dijon
@marpa62
@obsevydial

Top Tweeters in G10:
@navroopsingh_
@1stindianews
@shinydam
@ani
@mailonline
@nyay4ssr
@carmenacoleman
@awaazzz
@kundanshah8181
@bjp4india