COVID, Twitter, 11/30/2022 2:53:16 PM, 285175


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COVID_2022-11-30_00-34-41.xlsx
COVID_2022-11-30_00-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2022
Short Description:
COVID via NodeXL https://bit.ly/3EOfKQg
@electionwiz
@aldosterone111
@carpentierlulu
@winitri
@amine_umlil
@cestrosi
@elonmusk
@maddone123
@theinsiderpaper
@draseemmalhotra

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

Description:
Description
The graph represents a network of 10,672 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 Wednesday, 30 November 2022 at 08:47 UTC.

The requested start date was Wednesday, 30 November 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 4-day, 0-hour, 4-minute period from Friday, 25 November 2022 at 12:15 UTC to Tuesday, 29 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 : 10672
Unique Edges : 5604
Edges With Duplicates : 12057
Total Edges : 17661
Number of Edge Types : 5
Retweet : 5425
MentionsInRetweet : 6159
Tweet : 2992
Replies to : 1193
Mentions : 1892
Self-Loops : 3053
Reciprocated Vertex Pair Ratio : 0.00402160174652419
Reciprocated Edge Ratio : 0.00801098649576562
Connected Components : 2831
Single-Vertex Connected Components : 795
Maximum Vertices in a Connected Component : 2051
Maximum Edges in a Connected Component : 4369
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 12.678224
Graph Density : 7.67292766324176E-05
Modularity : 0.556931
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,672 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 Wednesday, 30 November 2022 at 08:47 UTC.

The requested start date was Wednesday, 30 November 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 4-day, 0-hour, 4-minute period from Friday, 25 November 2022 at 12:15 UTC to Tuesday, 29 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:
[18] https://insightplus.mja.com.au/2022/46/more-proof-covid-is-a-multi-system-cluster-bomb/
[15] https://www.nytimes.com/2022/11/27/world/asia/china-covid-protest.html
[14] https://www.frontiersin.org/articles/10.3389/fmicb.2021.796807/full
[12] https://transparency.twitter.com/en/reports/covid19.html#2021-jul-dec
[12] https://dailysceptic.org/2022/11/28/pfizer-ceo-found-to-have-misled-the-public-over-child-covid-vaccination-by-pharmaceutical-watchdog/
[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.foxnews.com/us/new-york-supreme-court-reinstates-all-employees-fired-being-unvaccinated-orders-backpay
[10] https://oantagonista.uol.com.br/fact-checking/alerta-vacinados-representam-a-maioria-das-mortes-por-covid-nos-eua/
[9] https://www.trustedhealth.info/2021/06/frequently-asked-questions-about-covid.html
[9] https://www.washingtonpost.com/politics/2022/11/23/vaccinated-people-now-make-up-majority-covid-deaths/

Top URLs in Tweet in G1:
[9] https://www.trustedhealth.info/2021/06/frequently-asked-questions-about-covid.html
[6] https://www.nytimes.com/2022/11/24/world/asia/china-unrest-covid-lockdowns.html
[6] https://www.casaitaliaradio.com/
[5] https://www.2ndsmartestguyintheworld.com/p/government-reports-prove-covid-vaccination-6a6?utm_source=post-email-title&publication_id=400535&post_id=86765637&isFreemail=true&utm_medium=email
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=f77c2108-6f16-11ed-b445-45597542496b&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0xMS0yNy9jaGluYS1jb3ZpZC11bnJlc3QtYm9pbHMtb3Zlci1hcy1jaXRpemVucy1kZWZ5LWxvY2tkb3duLWVmZm9ydHM=
[3] https://www.washingtonpost.com/world/2022/11/25/china-covid-infection-vaccines-outbreak/
[3] https://www.wsj.com/articles/china-recovery-hopes-crushed-by-record-covid-outbreak-as-lockdowns-spread-11669276266?mod=world_lead_story
[3] https://www.msn.com/en-gb/health/medical/the-fast-spreading-new-covid-19-subvariant-xbb-is-part-of-a-new-class-of-omicron/ar-AA133Y9C?ocid=msedgntp&cvid=7ada32324e7b405f9f17f75ae3d97d1d
[3] https://www.nytimes.com/2022/11/29/business/china-protests-covid-jobs.html
[3] https://news.ycombinator.com/item?id=33786471

Top URLs in Tweet in G2:
[10] https://oantagonista.uol.com.br/fact-checking/alerta-vacinados-representam-a-maioria-das-mortes-por-covid-nos-eua/
[2] https://revistaoeste.com/mundo/vacinados-representam-a-maioria-das-mortes-por-covid-nos-eua/
[1] https://www.foxnews.com/health/vaccinated-americans-a-majority-of-covid-deaths-for-first-time-in-august-analysis
[1] https://www.cnnbrasil.com.br/saude/qual-a-eficacia-das-principais-vacinas-contra-a-covid-19/
[1] https://www.dailymail.co.uk/health/article-11466261/Majority-Covid-deaths-vaccinated-Americans-time.html

Top URLs in Tweet in G3:
[12] https://transparency.twitter.com/en/reports/covid19.html#2021-jul-dec
[2] http://covid19criticalcare.com/
[1] https://www.cnbc.com/2021/12/20/nz-mans-death-may-be-linked-to-myocarditis-from-pfizers-covid-vaccine.html
[1] https://trib.al/O8Dr2s0
[1] https://apnews.com/article/health-china-pandemics-beijing-covid-bba6e93e5e5ef8b47fc2251a95a6b2a5?utm_campaign=position_01&utm_medium=RelatedStories&utm_source=homepage
[1] https://apnews.com/article/russia-ukraine-health-europe-covid-duda-c84f2292b25ce67724adf8ade78f2f45?utm_campaign=position_03&utm_medium=TopNews&utm_source=homepage
[1] http://trib.al/l3Ab6pe
[1] https://apnews.com/article/health-travel-mexico-immigration-covid-9534c9dc80e7ccbab605931a80d30613?taid=63836ef80a57290001b858b0&utm_campaign=TrueAnthem&utm_medium=AP&utm_source=Twitter
[1] https://warroom.org/2022/11/28/exc-faucis-daughter-works-for-left-wing-organizing-group-leading-pro-covid-19-vaccine-campaigns-suppressing-misinformation/
[1] https://asia.nikkei.com/Spotlight/Coronavirus/COVID-vaccines/China-builds-plants-for-mRNA-vaccines-still-in-development-limbo

Top URLs in Tweet in G4:
[8] https://www.foxnews.com/us/new-york-supreme-court-reinstates-all-employees-fired-being-unvaccinated-orders-backpay
[2] https://www.theepochtimes.com/fauci-couldnt-name-any-studies-showing-masks-work-against-covid-19-lawyers_4888725.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFVNKHN
[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
[1] https://vaccin-covid-acouphenes.blogspot.com/2022/11/liberons-la-parole.html
[1] https://t.me/trottasilvano/28242
[1] https://twitter.com/gilleswell/status/1597342670380478464
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/soignants-non-vaccines-contre-le-covid-19-le-rassemblement-national-depose-a-son-tour-une-proposition-de-loi-pour-les-reintegrer_5508753.html#xtor=CS2-765-%5Bshare%5D-
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-des-cadeaux-pour-inciter-la-population-a-se-faire-vacciner_4693525.html
[1] https://crowdbunker.com/v/CNcoLqZp

Top URLs in Tweet in G5:
[14] https://www.frontiersin.org/articles/10.3389/fmicb.2021.796807/full
[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.covid-factuel.fr/2022/11/24/covid-voyage-dans-les-iles/
[2] https://www.bfmtv.com/sante/covid-grippe-bronchiolite-des-voix-s-elevent-pour-demander-le-retour-du-masque-obligatoire_AV-202211280127.html
[2] https://www.bfmtv.com/sante/covid-19-la-presidente-du-covars-ne-preconise-pas-de-nouvelle-dose-de-rappel-pour-les-moins-de-60-ans_AN-202211280306.html
[2] https://www.tf1info.fr/sante/covid-19-grippe-bronchiolite-olivier-veran-alerte-sur-la-triple-epidemie-de-l-hiver-en-france-2240200.html?utm_medium=Social&utm_source=Twitter&Echobox=1669723167#xtor=CS5-113
[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/BFMTV/status/1596883985853980674
[1] https://leparisien.fr/societe/sante/covid-19-les-nouveaux-vaccins-ont-davantage-beneficie-aux-personnes-les-plus-favorisees-24-11-2022-THBFSBQIR5CVPKW2CJBLSWLCWA.php?xtor=AD-366
[1] https://www.tf1info.fr/international/video-diplomatie-quand-l-ambassade-de-france-en-chine-tacle-la-politique-zero-covid-19-de-pekin-2239763.html?utm_medium=Social&utm_source=Twitter&Echobox=1669365377#xtor=CS5-113

Top URLs in Tweet in G6:
[2] 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://www.health.nsw.gov.au/Infectious/covid-19/Documents/weekly-covid-overview-20221119.pdf
[1] https://factcheck.afp.com/doc.afp.com.32NP2FX
[1] https://news.yahoo.com/chinas-iphone-city-under-covid-072332754.html?fr=sycsrp_catchall
[1] https://today.rtl.lu/news/world/a/1997716.html
[1] https://nationalpost.com/opinion/terry-glavin-the-chinese-have-had-it-with-xi-jinpings-cruel-covid-lockdowns
[1] https://www.dailymail.co.uk/news/article-11476465/BBC-journalist-beaten-arrested-good-stop-catching-Covid-China-claims.html
[1] https://www.nih.gov/news-events/news-releases/covid-19-was-third-leading-cause-death-united-states-both-2020-2021

Top URLs in Tweet in G7:
[5] https://www.cnn.com/2022/11/29/tech/twitter-covid-misinformation-policy/index.html
[2] https://health-infobase.canada.ca/covid-19/
[2] https://time.com/6223311/our-third-covid-winter-is-coming-america-isnt-ready/
[1] https://www.wsj.com/articles/china-covid-protesters-become-targets-of-beijings-surveillance-state-11669718994
[1] https://www.nytimes.com/2022/11/28/opinion/winter-rsv-covid-flu.html
[1] https://twitter.com/mssarahmssarah/status/1597045813339131904
[1] https://www.statnews.com/2021/10/05/jails-prisons-schools-nursing-homes-america-epidemic-engines/
[1] https://twitter.com/hessenschau/status/1597196042750943233
[1] https://open.substack.com/pub/jessicawildfire/p/you-may-be-early-but-youre-not-wrong?r=jp7y&utm_campaign=post&utm_medium=web
[1] https://onlinelibrary.wiley.com/doi/10.1002/jmv.27971

Top URLs in Tweet in G8:
[2] https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/covid-19-bivalent-vaccine-boosters
[2] https://www.dailywire.com/news/protests-against-covid-lockdowns-erupt-across-china-some-turn-violent
[2] https://www.forbes.com/sites/williamhaseltine/2022/09/02/long-covid-is-keeping-millions-of-people-out-of-work/?sh=63ce037652cc
[1] https://tweetedtimes.com/BradBennett
[1] https://www.rebelnews.com/tags/fight_vaccine_passports
[1] https://twitter.com/US_FDA/status/1597246723809738754
[1] https://www.youtube.com/watch?v=sRzfmuAmGKc&feature=youtu.be

[1] https://bit.ly/3AOWq4b

Top URLs in Tweet in G9:
[5] https://www.bbc.co.uk/sounds/play/w172yf8w2vgb00c
[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
[2] https://www.bloomberg.com/news/articles/2022-11-29/developers-lead-chinese-stocks-higher-after-more-policy-support?utm_source=twitter&utm_medium=social&cmpid%3D=socialflow-twitter-markets&utm_campaign=socialflow-organic&utm_content=markets
[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.washingtonpost.com/world/2022/11/28/china-sheet-paper-blank-protest-covid/
[2] https://www.bloomberg.com/opinion/articles/2022-11-27/china-s-covid-zero-xi-is-caught-in-a-policy-trap-he-set-for-himself
[1] https://www.bloomberg.com/news/articles/2022-11-28/china-commodities-sink-as-covid-spread-protests-worsen-outlook?utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-markets&utm_source=twitter&utm_medium=social&utm_content=markets
[1] https://www.bloomberg.com/news/articles/2022-11-27/dollar-rises-on-haven-demand-stocks-face-pressure-markets-wrap?srnd=markets-vp&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&utm_content=business&cmpid=socialflow-twitter-business
[1] https://www.bloomberg.com/opinion/articles/2022-11-27/china-covid-protests-xi-jinping-must-choose-between-placating-or-cracking-down?sref=PFCuwcPr
[1] https://www.bloomberg.com/news/articles/2022-11-25/xi-meets-cuban-leader-in-first-appearance-since-se-asia-trip?sref=Yg3sQEZ2&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid=socialflow-twitter-business&utm_content=business

Top URLs in Tweet in G10:
[3] https://venezuela-news.com/sin-fallecidos-por-covid-19-jornada-del-domingo-en-venezuela/
[2] https://venezuela-news.com/balance-de-covid-19-venezuela-registro-45-nuevos-contagios/
[1] https://www.vtv.gob.ve/dia-983-lucha-covid-23112022/
[1] https://www.vtv.gob.ve/dia-984-lucha-covid-24112022-2/
[1] https://www.vtv.gob.ve/dia-985-lucha-covid-26112022-2-3/
[1] https://www.vtv.gob.ve/dia-988-lucha-covid-268112022/

Top Domains
Top Domains in Tweet in Entire Graph:
[342] twitter.com
[107] co.uk
[101] blogspot.com
[65] com.br
[54] nytimes.com
[49] youtube.com
[49] trib.al
[49] bloomberg.com
[48] theguardian.com
[31] cnn.com

Top Domains in Tweet in G1:
[89] twitter.com
[21] com.br
[18] nytimes.com
[13] bloomberg.com
[13] co.uk
[13] geniouxfacts.com
[12] cnbc.com
[10] trustedhealth.info
[9] cnn.com
[9] theguardian.com

Top Domains in Tweet in G2:
[11] com.br
[2] revistaoeste.com
[1] foxnews.com
[1] co.uk

Top Domains in Tweet in G3:
[12] twitter.com
[3] apnews.com
[2] trib.al
[2] covid19criticalcare.com
[1] cnbc.com
[1] warroom.org
[1] nikkei.com
[1] co.uk
[1] ourworldindata.org

Top Domains in Tweet in G4:
[8] foxnews.com
[3] twitter.com
[3] francetvinfo.fr
[3] translate.goog
[2] theepochtimes.com
[2] org.au
[1] blogspot.com
[1] t.me
[1] crowdbunker.com
[1] francesoir.fr

Top Domains in Tweet in G5:
[14] frontiersin.org
[8] tf1info.fr
[5] twitter.com
[4] bfmtv.com
[3] covid-factuel.fr
[2] theepochtimes.com
[1] leparisien.fr
[1] sante.fr
[1] blogspot.com
[1] sasktoday.ca

Top Domains in Tweet in G6:
[2] sasktoday.ca
[1] trendingpolitics.com
[1] gov.au
[1] afp.com
[1] yahoo.com
[1] rtl.lu
[1] nationalpost.com
[1] co.uk
[1] nih.gov

Top Domains in Tweet in G7:
[5] cnn.com
[3] twitter.com
[2] canada.ca
[2] time.com
[1] wsj.com
[1] nytimes.com
[1] statnews.com
[1] substack.com
[1] wiley.com
[1] apple.news

Top Domains in Tweet in G8:
[2] fda.gov
[2] dailywire.com
[2] forbes.com
[1] tweetedtimes.com
[1] rebelnews.com
[1] twitter.com
[1] youtube.com
[1] bit.ly

Top Domains in Tweet in G9:
[19] bloomberg.com
[6] co.uk
[4] twitter.com
[2] washingtonpost.com
[1] msdmanuals.com
[1] medrxiv.org
[1] jpost.com
[1] researchgate.net
[1] nikkei.com

Top Domains in Tweet in G10:
[5] venezuela-news.com
[4] gob.ve

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[415] covid
[177] covid19
[145] covid_19
[140] china
[96] prevención
[84] covidー19
[57] toquedequeda
[56] coronavirus
[48] chinaprotests
[42] pfizer



Top Hashtags in Tweet in G1:
[57] covid
[21] china
[15] covid19
[10] news
[9] vaccines
[6] casaitaliaradio
[6] radio
[6] casa
[6] home
[6] design

Top Hashtags in Tweet in G2:
[1] lockdowns
[1] bolsonaroéumgenocida

Top Hashtags in Tweet in G3:
[3] urumchi
[1] plandemic
[1] diedsuddenlydocumentary

Top Hashtags in Tweet in G4:
[4] covid
[3] covid19
[2] macron
[2] vonderleyen
[2] reintegrationdessoignants
[1] reintegrezlessuspendus
[1] prison
[1] càvous
[1] zelensky
[1] ukraine

Top Hashtags in Tweet in G5:
[20] covid
[10] directan
[8] cohen
[6] covid_19
[3] mckinsey
[2] lfi
[2] reintegrezlessuspendus
[2] rtlmatin
[2] zemmourtrocadero
[1] jeanlassalle

Top Hashtags in Tweet in G6:
[3] covid19
[1] freedom
[1] cdnpoli

Top Hashtags in Tweet in G7:
[8] longcovid
[2] covid19
[1] covid
[1] science
[1] covidisnotover
[1] bringbackmasks
[1] sars2
[1] covidisairborne
[1] wearamask
[1] n95

Top Hashtags in Tweet in G8:
[2] updateyourantibodies
[2] mememonday
[2] covidisnotmild

Top Hashtags in Tweet in G9:
[5] hongkong
[3] chinaprotests
[2] thegreattranslationmovement
[2] china
[2] longcovid
[1] yoursafetyismysafety
[1] سلامتك_هي_سلامتي

Top Hashtags in Tweet in G10:
[90] prevención
[20] jornadadevacunación
[13] venezuelasinsanciones
[11] pdvsaenvictoria
[8] 11/28/2022 12:00:00 AM
[8] sarampion
[8] polio
[8] rubeola
[8] covid
[7] diálogodepaz

Top Words
Top Words in Tweet in Entire Graph:
[7795] covid
[1528] china
[1462] 19
[735] people
[585] protests
[576] zero
[431] policy
[416] #covid
[414] chinese
[401] over

Top Words in Tweet in G1:
[841] covid
[199] china
[197] 19
[74] protests
[70] zero
[57] #covid
[49] people
[48] over
[43] 2022
[43] policy

Top Words in Tweet in G2:
[187] covid
[126] teve
[86] mpatriabrasil
[70] em
[64] agora
[63] relata
[63] vezes
[63] derrames
[63] avcs
[63] várias

Top Words in Tweet in G3:
[162] covid
[95] elonmusk
[36] twitter
[31] policy
[30] terms
[29] apple
[28] filter
[26] speech
[26] free
[25] 19

Top Words in Tweet in G4:
[182] covid
[71] f_philippot
[55] liberté
[49] instant
[49] sa
[44] politique
[43] nouveau
[42] expression
[42] magnifique
[42] victoire

Top Words in Tweet in G5:
[84] covid
[29] soignants
[28] non
[23] vaccinés
[23] banounhelene
[23] contre
[22] ont
[21] donc
[21] cyrille
[20] politique

Top Words in Tweet in G6:
[143] covid
[109] electionwiz
[106] twitter
[62] chinese
[59] 19
[56] breaking
[55] policy
[53] misinformation
[53] reports
[53] january

Top Words in Tweet in G7:
[157] covid
[29] people
[27] 1goodtern
[25] men
[21] care
[20] over
[19] one
[17] please
[15] 19
[14] mask

Top Words in Tweet in G8:
[122] covid
[95] lied
[41] policy
[38] 19
[35] misinformation
[35] twitter
[34] alx
[32] lockdowns
[31] stopped
[30] 23rd

Top Words in Tweet in G9:
[100] covid
[38] china
[24] beijing
[20] situation
[19] ballouxfrancois
[19] xi
[18] people
[18] road
[17] 19
[17] tests

Top Words in Tweet in G10:
[116] 19
[116] covid
[91] vtvcanal8
[90] #prevención
[62] vacunas
[62] cuídate
[62] sé
[62] combinación
[62] combate
[62] consciente

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1399] covid,19
[422] zero,covid
[188] covid,policy
[158] contra,covid
[148] enforcing,covid
[143] xi,jinping
[120] twitter,longer
[120] long,covid
[119] covid,lockdowns
[118] matt,hancock

Top Word Pairs in Tweet in G1:
[182] covid,19
[53] zero,covid
[40] covid,covid
[34] covid,policy
[28] china,covid
[19] casos,covid
[18] xi,jinping
[13] #covid,19
[13] covid,protests
[13] china's,covid

Top Word Pairs in Tweet in G2:
[63] diversas,vezes
[63] tomou,várias
[63] joelma,tomou
[63] derrames,avcs
[63] covid,diversas
[63] teve,covid
[63] teve,derrames
[63] doses,teve
[63] vezes,agora
[63] várias,doses

Top Word Pairs in Tweet in G3:
[25] covid,19
[25] free,speech
[24] critic,covid
[24] speech,advocate
[24] lbrycom,elonmusk
[24] yesterday,asked
[24] elonmusk,free
[24] advocate,critic
[24] whether,thoughts
[24] asked,elonmusk

Top Word Pairs in Tweet in G4:
[42] covid,magnifique
[42] change,sa
[42] expression,covid
[42] twitter,change
[42] sa,politique
[42] liberté,expression
[42] instant,autorise
[42] politique,instant
[42] magnifique,victoire
[42] nouveau,liberté

Top Word Pairs in Tweet in G5:
[20] non,vaccinés
[18] soignants,non
[14] covid,19
[13] politique,obtient
[13] international,quand
[13] quand,mélange
[13] mélange,sanitaire
[13] cohen,grand
[13] cyrille,cohen
[13] grand,immunologue

Top Word Pairs in Tweet in G6:
[59] covid,19
[53] policy,twitter
[53] enforcing,covid
[53] twitter,longer
[53] 19,misinformation
[53] misinformation,policy
[53] longer,enforcing
[53] reports,january
[53] breaking,twitter
[53] january,2020

Top Word Pairs in Tweet in G7:
[15] covid,19
[14] hell',covid
[14] care,'cold
[14] maybe,please
[14] 'cold,hell'
[14] genuinely,care
[14] covid,maybe
[14] give,people
[14] please,give
[13] 1goodtern,genuinely

Top Word Pairs in Tweet in G8:
[38] covid,19
[35] misinformation,policy
[35] 19,misinformation
[30] twitter,stopped
[30] november,23rd
[30] stopped,enforcing
[30] policy,november
[30] enforcing,covid
[29] breaking,twitter
[28] alx,breaking

Top Word Pairs in Tweet in G9:
[17] tests,yes
[17] covid,tests
[17] yes,freedom
[15] xi,jinping
[14] covid,19
[11] china,covid
[11] ballouxfrancois,covid
[11] covid,zero
[10] looking,good
[10] freedom,hours

Top Word Pairs in Tweet in G10:
[116] covid,19
[64] vtvcanal8,#prevención
[62] combate,covid
[62] combinación,mascarilla
[62] mascarilla,vacunas
[62] #prevención,combate
[62] mejor,combinación
[62] 19,mejor
[62] vacunas,sé
[62] consciente,cuídate

Top Replied-To
Top Replied-To in Entire Graph:
@nathaliejacoby1
@enthoven_r
@who
@bfmtv
@rmantha2
@vp
@cnews
@tomilahren
@alessiamorani
@electionwiz

Top Replied-To in G2:
@biakicis
@ana_cafe25
@pauloecomunista

Top Replied-To in G3:
@tomilahren
@elonmusk
@colintcrypto
@justin_hart
@crypto2077
@shawnaleneeshow
@sfrantzman
@elqulime
@scottpresler
@aboot_time

Top Replied-To in G4:
@cavousf5
@verity_france
@f_philippot
@pierrechtux
@matricule17ter
@clairejardin1
@ericnaulleau
@curieuxdenice
@fredvalletoux
@fredgaulois

Top Replied-To in G5:
@bfmtv
@frcsbraun
@tmesnier
@banounhelene
@dimitrilovis
@ngc346c8
@inconnuacettea3
@princekaguyo
@zemmoureric
@amine_umlil

Top Replied-To in G6:
@electionwiz
@stevin2021
@denisrancourt
@sigaretpret
@pickledpat
@reezyard

Top Replied-To in G7:
@thechefsgardens
@1goodtern
@jonathanconp
@teamcaptainjohn
@marcbrup
@gbx2truelove
@andrewm12997326
@svscarpino
@kashprime
@protecttruth_

Top Replied-To in G8:
@potus
@vprasadmdmph
@alx
@mattmezz
@mattgaetz
@padrelamision
@subsix848
@indyrailgirl
@occupydemocrats
@timbell89775022

Top Replied-To in G9:
@who
@ballouxfrancois
@ep_lawrence
@business

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@electionwiz
@elonmusk
@vtvcanal8
@mpatriabrasil
@f_philippot
@jjaranaz94
@traselvalle_obc
@jreinermd
@osmarterra

Top Mentioned in G1:
@reflectionsv2
@ax111006
@ivanroberts2022
@tvmbio
@glb_health
@rusty__griswold
@humanspiritkind
@cadci
@eugenicwatch
@amytidd

Top Mentioned in G2:
@mpatriabrasil
@osmarterra
@9876mel
@mlima_x
@o_antagonista
@realpfigueiredo
@fa1rynight
@lulaoficial
@biakicis
@leonardo_fnetto

Top Mentioned in G3:
@elonmusk
@lbrycom
@mattyglesias
@tomilahren
@justin_hart
@disclosetv
@drelidavid
@ap
@realbrysongray
@jamesbradleyca

Top Mentioned in G4:
@f_philippot
@verity_france
@fleur50559050
@v_joron
@v52604779
@dover63a
@lrestistant73
@tatiann69922625
@pchaibriant
@cavousf5

Top Mentioned in G5:
@banounhelene
@didiermaisto
@e2villiers
@lcp
@bfmtv
@frcsbraun
@jeanlassalle
@emmanuelmacron
@amine_umlil
@olivierveran

Top Mentioned in G6:
@electionwiz
@afp
@aldosterone111
@martamarco__
@denisrancourt
@melissalmrogers
@terryglavin
@pwrdbyanthony
@eric08508652
@johnbeaudoinsr

Top Mentioned in G7:
@1goodtern
@luckytran
@yaneerbaryam
@_eric_reinhart
@elisaperego78
@meetjess
@cshperspectives
@ohcasavant
@drkatepi
@angie_rasmussen

Top Mentioned in G8:
@alx
@rqpoliticalblog
@vprasadmdmph
@timrunshismouth
@tomfitton
@realdailywire
@potus
@mattgaetz
@tpostmillennial
@mikeloychik

Top Mentioned in G9:
@ballouxfrancois
@selinawangtv
@tgtm_official
@business
@markets
@opinion
@whoemro
@whosearo
@whowpro
@linjack88

Top Mentioned in G10:
@vtvcanal8
@minsaludve
@czgnb33
@opsomsvenezuela
@gnbgarantedepaz
@lluvya03
@gnb_tachira
@mppeducacion
@nicolasmaduro
@_karenpnt

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@detikcom
@teamyoutube
@andyvermaut
@chris_1791
@s9tmt
@7b73f39b85e1415
@cybersecurityn8
@bisniscom

Top Tweeters in G1:
@bisniscom
@adabagcompany
@loudl
@kazminutes2020
@idntimes
@_silversmith
@jeguru1
@marketsday
@peacefmonline
@kontannews

Top Tweeters in G2:
@moacyrodrigues
@wilmenbr
@o_antagonista
@danielvalves
@suelypess
@passos50
@lima63junior
@viviane80917412
@jeandartora
@oobvioe

Top Tweeters in G3:
@7b73f39b85e1415
@madrynha2012
@sunilkumaraus
@mrpshropshire
@ap
@dwlove9
@solivitaguy
@elegbete1
@mrjoncryer
@kzawaya040618

Top Tweeters in G4:
@lopezdominique2
@basile061
@grobisr
@petitoursonnes
@daniesteimer
@auxerroise89
@urubec
@yukinek56432140
@lrestistant73
@shamobankiva66

Top Tweeters in G5:
@bfmtv
@rtlfrance
@virginievotier
@saraart4
@lalangelliere
@marpa62
@albanie_jose
@coachrankine
@uncaslemohican
@thkiang

Top Tweeters in G6:
@nspector4
@vmetu
@ladyjessparis
@afp
@usaborn3
@cadiedorange172
@robhalsey2
@percolator_hnj
@seneca4949
@ingegem

Top Tweeters in G7:
@godandthebear
@pppatticake
@neric16
@meallyhen
@starterpat
@susanchubb1
@nytopinion
@globaltimesnews
@jaquxyzxaixai
@watinthe_

Top Tweeters in G8:
@bradbennett
@realdailywire
@halesr2539
@afcaziva
@ajlamesa
@manbehindcurta1
@occupydemocrats
@my2centz_1
@rosemray2
@unschoolmyself

Top Tweeters in G9:
@business
@danny51353649
@abchamp11
@opinion
@alex13wetter
@ghoshworld
@markets
@ladynurse1974
@campbell2976
@nannimagee

Top Tweeters in G10:
@vtvcanal8
@noticierovv
@gnb_tachira
@mppeducacion
@mippcivzla
@rodalexandre25
@gnb_sucre
@_karenpnt
@nicolasmaduro
@carmegonzalezg1


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