COVID, Twitter, 12/7/2022 2:08:07 PM, 285719


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COVID_2022-12-07_00-34-41.xlsx
COVID_2022-12-07_00-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2022
Short Description:
COVID via NodeXL https://bit.ly/3h9MLOT
@elonmusk
@liz_wheeler
@berniespofforth
@cherianne444
@hodgetwins
@cosmos37122466
@hugodelire1978
@emmanuelmacron
@drelidavid
@frcsbraun

Top hashtags:
#covid
#covid19
#covid_19
#jornadadevacunación
#pfizer
#prevención

Description:
Description
The graph represents a network of 10,451 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, 07 December 2022 at 08:46 UTC.

The requested start date was Wednesday, 07 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, 5-minute period from Sunday, 04 December 2022 at 12:14 UTC to Tuesday, 06 December 2022 at 12:20 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 : 10451
Unique Edges : 5715
Edges With Duplicates : 11862
Total Edges : 17577
Number of Edge Types : 5
Retweet : 5381
MentionsInRetweet : 6212
Replies to : 1317
Mentions : 1878
Tweet : 2789
Self-Loops : 2829
Reciprocated Vertex Pair Ratio : 0.0038301227892306
Reciprocated Edge Ratio : 0.00763101784311525
Connected Components : 2626
Single-Vertex Connected Components : 790
Maximum Vertices in a Connected Component : 2738
Maximum Edges in a Connected Component : 5985
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 13.170976
Graph Density : 8.15928880228947E-05
Modularity : 0.56385
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,451 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, 07 December 2022 at 08:46 UTC.

The requested start date was Wednesday, 07 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, 5-minute period from Sunday, 04 December 2022 at 12:14 UTC to Tuesday, 06 December 2022 at 12:20 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:
[40] https://nypost.com/2022/12/03/scientist-who-worked-at-wuhan-lab-says-covid-man-made-virus/
[25] https://adversereactionreport.com/research/govt-database-shows-10000-increase-in-cancer-reports-due-to-covid-vaccines/
[24] https://www.news.com.au/world/coronavirus/health/scientist-who-worked-at-wuhan-lab-says-covid-was-manmade-virus/news-story/af6f203ffdf3ac62fa6dd802f631b974
[21] https://nypost.com/2022/12/03/scientist-who-worked-at-wuhan-lab-says-covid-man-made-virus/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[19] https://jp.reuters.com/article/china-covid-idJPKBN2SP0N3
[18] https://www.cnbc.com/amp/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html
[16] https://www.thesun.co.uk/news/20543847/wuhan-lab-warning-covid-lab-leak/
[16] https://www.independent.co.uk/news/uk/politics/matt-hancock-covid-cummings-pandemic-b2238384.html
[14] https://nypost.com/2022/12/03/scientist-who-worked-at-wuhan-lab-says-covid-man-made-virus/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[13] https://www.cnbc.com/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html

Top URLs in Tweet in G1:
[5] https://nypost.com/2022/12/03/scientist-who-worked-at-wuhan-lab-says-covid-man-made-virus/
[5] https://www.theguardian.com/world/2022/dec/04/china-accused-of-flooding-social-media-spam-covid-protests
[4] https://www.nbcnews.com/tech/security/chinese-hackers-covid-fraud-millions-rcna59636
[4] https://twitter.com/songpinganq/status/1599652920374403072
[4] https://www.casaitaliaradio.com/
[3] https://www.hindustantimes.com/world-news/chinas-xi-jinping-rejects-western-vaccines-despite-threat-from-protests-report-101670116658468.html
[2] https://biz.best/
[2] https://biz.best/explaining-chinas-zero-covid-policy-and-why-it-has-sparked-protests-nationwide-forbes.html
[2] https://www.theguardian.com/world/2022/dec/04/fears-of-deadly-infection-surge-as-china-abandons-zero-covid-policy?CMP=share_btn_tw
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs00392-022-02129-5

Top URLs in Tweet in G2:
[6] https://www.theage.com.au/national/victoria/children-s-hospital-blames-covid-induced-staff-shortages-surge-in-demand-for-unprecedented-waiting-times-20221206-p5c42c.html
[5] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[5] https://theconversation.com/ventilation-reduces-the-risk-of-covid-so-why-are-we-still-ignoring-it-194820
[4] https://www.rrr.org.au/explore/podcasts/uncommon-sense/episodes/6333-professor-brendan-crabb-on-the-scientific-reality-of-covid-19-for-all-australians
[2] https://fortune.com/well/2022/12/05/thanksgiving-covid-surge-us-tripledemic-hospitalizations-rising-coroanvirus-omicron-perefct-storm-holiday-season-vaccination-rsv-flu/
[2] https://www.canberratimes.com.au/story/8005006/the-hidden-cost-of-living-with-covid/
[2] https://www.theguardian.com/australia-news/live/2022/dec/05/australia-news-live-greens-voting-age-minimum-politics-cost-of-living-energy-power-prices-coal-gas
[2] https://discernable.io/professor-robert-clancy-covid-19-narratives-vaccine-adverse-events-evidence-based-medicine-the-who-and-cartography/
[1] https://twitter.com/UncommonSense3R/status/1600041210949009409
[1] https://twitter.com/dm_ms/status/1600088355450114048

Top URLs in Tweet in G3:
[6] https://www.mirror.co.uk/news/politics/government-bank-only-called-fraud-28604627?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[5] https://apple.news/AUIQdVuf-TQmIzoUlfAKX3A
[3] https://www.dailymail.co.uk/news/article-11500789/Matt-Hancock-accuses-Michelle-Mone-wild-accusations-try-help-firm-win-Covid-contract.html
[3] https://www.independent.co.uk/news/uk/politics/ppe-medpro-michelle-mone-covid-b2239276.html
[2] https://www.theguardian.com/uk-news/2022/nov/23/the-yacht-the-wedding-and-29m-michelle-mones-life-during-the-covid-crisis
[2] https://www.bbc.co.uk/news/uk-politics-63864192
[1] https://www.pathway.org.uk/wp-content/uploads/Admission-and-Care-of-Residents-during-COVID-19-Incident-in-a-Care-Home.pdf
[1] https://www.gov.uk/government/publications/covid-19-residential-care-supported-living-and-home-care-guidance/covid-19-guidance-for-supported-living-provision
[1] https://www.gov.uk/government/publications/assessment-and-procurement-of-coronavirus-covid-19-tests/outcome-of-the-evaluation-of-rapid-diagnostic-assays-for-specific-sars-cov-2-antigens-lateral-flow-devices
[1] https://www.thetimes.co.uk/article/michelle-mone-ppe-medpro-contracts-bullying-tory-peer-vb5gp2xtr

Top URLs in Tweet in G4:
[3] https://nypost.com/2022/12/03/scientist-who-worked-at-wuhan-lab-says-covid-man-made-virus/
[2] https://www.bfmtv.com/economie/international/le-covid-a-fait-bondir-le-nombre-de-millionnaires-americains-percevant-des-indemnites-chomage_AN-202212040200.html#xtor=CS9-144-[twitter]-[BFMTV]
[2] https://www.bfmtv.com/sante/covid-la-presidente-du-covars-deplore-le-niveau-desolant-de-la-vaccination_AD-202212040040.html
[2] https://www.bfmtv.com/sante/covid-19-le-retour-du-masque-loin-de-faire-l-unanimite-chez-les-francais_AV-202212050171.html
[2] https://www.bfmtv.com/sante/covid-19-braun-retablira-le-port-du-masque-obligatoire-en-fonction-de-l-evolution-de-la-situation_AV-202212050525.html
[2] https://www.bfmtv.com/international/europe/italie/covid-19-un-tribunal-italien-ordonne-l-analyse-des-vaccins-a-arn-messager_AD-202207300138.html
[2] https://solidarites-sante.gouv.fr/grands-dossiers/vaccin-covid-19/je-suis-un-particulier/dose-de-rappel-covid19
[2] https://www.lenouvelliste.ch/suisse/covid-1400-hospitalisations-pour-des-effets-secondaires-du-vaccin-de-mars-a-decembre-2021-1241572?utm_term=Autofeed&utm_campaign=autofeed&utm_medium=social&utm_source=Twitter#Echobox=1670231662
[1] https://twitter.com/CBeaune/status/1600073046999670785
[1] https://www.bfmtv.com/sante/en-direct-protocole-scolaire-masques-ffp2-suivez-l-actualite-de-l-epidemie-de-covid-19-minute-par-minute_LN-202201070074.html

Top URLs in Tweet in G5:
[12] https://www.cnbc.com/amp/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html
[4] https://www.cnbc.com/2021/05/26/doj-charges-14-people-in-alleged-health-care-fraud-related-to-covid-19.html
[3] https://www.theage.com.au/national/victoria/children-s-hospital-blames-covid-induced-staff-shortages-surge-in-demand-for-unprecedented-waiting-times-20221206-p5c42c.html
[3] https://www.mirror.co.uk/news/politics/five-shameless-claims-matt-hancocks-28644180?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.livemint.com/opinion/columns/anyone-who-s-had-covid-must-watch-out-for-stroke-symptoms-11667752060092.html
[2] https://www.bbc.com/news/uk-scotland-north-east-orkney-shetland-58724980
[1] https://www.kold.com/2022/11/29/covid-19-rebounds-pima-county-with-vengeance/
[1] https://www.cdc.gov/media/releases/2022/s1012-COVID-19-Vaccines.html
[1] https://www.cnbc.com/2022/12/05/cdc-encourages-people-to-wear-masks-to-prevent-spread-of-covid-flu-rsv.html
[1] https://twitter.com/moriartylab/status/1599826448269062146

Top URLs in Tweet in G6:
[1] https://twitter.com/loic_guilpain/status/1598781851367313410
[1] https://twitter.com/hope13071/status/1598909496289435650

Top URLs in Tweet in G7:
[12] https://rnv.gob.ve/prensa/?p=354509
[3] https://www.vtv.gob.ve/dia-994-lucha-covid-05122022-2/
[2] https://rnv.gob.ve/prensa/?p=354415
[1] https://www.vtv.gob.ve/dia-993-lucha-covid-03122022/
[1] http://www.laradiodelsur.com.ve/en-venezuela-se-registraron-50-nuevos-contagios-de-covid-19/

Top URLs in Tweet in G8:
[6] https://pubmed.ncbi.nlm.nih.gov/35768006/
[3] https://www.msn.com/en-us/news/world/scientist-who-worked-at-wuhan-lab-says-covid-was-man-made-virus/ar-AA14RQbg?li=BBnbfcL
[2] https://www.moneyweb.co.za/news/companies-and-deals/long-covid-is-causing-a-significant-increase-in-deaths/
[1] https://www.youtube.com/watch?v=bCi9Xpag4FM&feature=youtu.be

[1] https://www.commonsense.news/p/covid-vaccines-shouldnt-be-routine
[1] https://twitter.com/HelenBranswell/status/1599516997913493504
[1] https://www.gov.uk/guidance/people-with-symptoms-of-a-respiratory-infection-including-covid-19
[1] https://twitter.com/cv_cev/status/1522627242081366016
[1] https://twitter.com/chrischirp/status/1598711318743089152?t=loWs-DKpK1R3reFFTFIRIA&s=19
[1] https://twitter.com/Josie19752/status/1599679903082741760

Top URLs in Tweet in G9:
[2] https://odysee.com/@LugNassad:0/-%F0%9F%87%BA%F0%9F%87%B8-French-Politician-Claims-Macron-Didn't-Take-Covid-Vax:1
[1] https://twitter.com/songpinganq/status/1527802317491167233/video/1
[1] https://vitamindwiki.com/More+than+enough+evidence+on+the+Yellow+Card+system+to+declare+the+COVID-19+vaccines+unsafe+for+use+in+humans.+-+June+9%2C+2021
[1] https://twitter.com/collinrugg/status/1599903522275102720
[1] https://www.nature.com/articles/s41598-022-13495-5
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=75b63d0f-e556-11ec-82a5-726670767558&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMi0wNi0wMy9jb3JvbmF2aXJ1cy1kYWlseS1jb3ZpZC1pcy1tb3JlLWxldGhhbC10by1raWRzLXRoYW4tdGhlLWZsdQ==
[1] https://www.lifesitenews.com/news/australian-doctor-finds-chips-self-assembling-structures-forming-in-pfizer-vaccine-contents/?utm_source=top_news
[1] https://www.nytimes.com/2022/03/03/technology/surgeon-general-covid-misinformation.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://twitter.com/natashafatah/status/1599560610748182528

Top URLs in Tweet in G10:
[1] https://twitter.com/eixopolitico/status/1599784307903512577
[1] https://www.cedars-sinai.org/newsroom/covid-19-surges-linked-to-spike-in-heart-attacks/
[1] https://www.washingtonpost.com/business/2022/09/13/rail-strike-economy-impact/
[1] https://twitter.com/brycecovert/status/1597588271076630529

Top Domains
Top Domains in Tweet in Entire Graph:
[304] twitter.com
[151] co.uk
[94] nypost.com
[54] com.au
[50] blogspot.com
[46] com.br
[46] cnbc.com
[40] theguardian.com
[39] reuters.com
[31] youtube.com

Top Domains in Tweet in G1:
[61] twitter.com
[22] com.br
[17] theguardian.com
[12] co.uk
[11] geniouxfacts.com
[9] com.ar
[9] wsj.com
[7] cnbc.com
[6] nypost.com
[6] hindustantimes.com

Top Domains in Tweet in G2:
[17] com.au
[14] twitter.com
[5] theconversation.com
[4] org.au
[3] theguardian.com
[3] net.au
[2] fortune.com
[2] discernable.io
[1] tagesspiegel.de
[1] nber.org

Top Domains in Tweet in G3:
[17] co.uk
[5] apple.news
[2] theguardian.com
[2] org.uk
[2] gov.uk
[2] twitter.com
[1] skynews.com
[1] sky.com
[1] msn.com

Top Domains in Tweet in G4:
[13] bfmtv.com
[5] twitter.com
[3] nypost.com
[3] gouv.fr
[2] lenouvelliste.ch
[1] tf1info.fr
[1] bit.ly
[1] govdelivery.com
[1] acpjournals.org
[1] francetvinfo.fr

Top Domains in Tweet in G5:
[17] cnbc.com
[9] twitter.com
[3] com.au
[3] co.uk
[2] livemint.com
[2] bbc.com
[1] kold.com
[1] cdc.gov
[1] frontiersin.org
[1] macmillan.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[18] gob.ve
[1] com.ve

Top Domains in Tweet in G8:
[8] twitter.com
[6] nih.gov
[3] msn.com
[2] gov.uk
[2] co.za
[1] youtube.com
[1] commonsense.news
[1] co.uk
[1] time.com
[1] jamanetwork.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] odysee.com
[1] vitamindwiki.com
[1] nature.com
[1] bloomberg.com
[1] lifesitenews.com
[1] nytimes.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] cedars-sinai.org
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[288] covid
[144] covid19
[98] covid_19
[70] jornadadevacunación
[62] pfizer
[56] prevención
[49] longcovid
[39] entérate
[38] china
[35] coronavirus



Top Hashtags in Tweet in G1:
[42] covid
[20] covid19
[9] news
[9] china
[8] covid_19
[4] business
[4] coronavirus
[4] kinerjabriq3
[4] covidisntover
[4] casaitaliaradio

Top Hashtags in Tweet in G2:
[8] covid
[6] vigilagainstcovid
[5] longcovid
[5] covid19aus
[5] covidisnotover
[4] covidisairborne
[4] auspol
[2] covid19vic
[2] children
[2] covid19sa

Top Hashtags in Tweet in G3:
[9] tories
[4] torycostofgreedcrisis
[3] toriesout
[2] longcovid
[1] ppescandal
[1] kayburley
[1] nursespayrisenow
[1] covid
[1] toriesout150
[1] sunakout41

Top Hashtags in Tweet in G4:
[23] covid
[9] transports
[4] virusdelhiver
[3] lyon
[2] bonjourchezvous
[2] coupureselectricité
[2] covid1984
[2] jeneporteraipluslemasque
[2] hôpital
[2] épidémie

Top Hashtags in Tweet in G5:
[12] covid19
[10] bringbackmasks
[10] longcovid
[9] covid
[7] covidisairborne
[7] covidisnotover
[5] rsv
[5] dosomething
[2] asi2022mel
[1] vaccineswork

Top Hashtags in Tweet in G6:
[32] pfizer
[2] covid
[1] bourla
[1] jeneporteraipluslemasque
[1] jenemeferaipaspiquouzer

Top Hashtags in Tweet in G7:
[70] jornadadevacunación
[56] prevención
[37] entérate
[30] navidadépocadereencuentro
[26] hueleanavidad
[12] 6dic
[10] 06dic
[10] resistenciaheroica
[9] covid_19
[8] 05dic

Top Hashtags in Tweet in G8:
[8] longcovid
[4] covid
[3] covid19
[2] notmild
[2] alterungsmarker
[2] gehirn
[2] immunsystem
[2] microclots
[2] covidisntover
[2] covidisairborne

Top Hashtags in Tweet in G9:
[2] twitterfiles

Top Words
Top Words in Tweet in Entire Graph:
[7444] covid
[1371] 19
[565] people
[389] china
[347] virus
[338] long
[327] vaccine
[325] em
[315] more
[288] #covid

Top Words in Tweet in G1:
[738] covid
[210] 19
[79] china
[42] #covid
[32] people
[32] क
[30] eu
[29] more
[28] vaccine
[27] pra

Top Words in Tweet in G2:
[242] covid
[35] albomp
[28] people
[26] health
[22] infection
[22] mask
[21] 19
[21] kids
[20] children
[18] going

Top Words in Tweet in G3:
[111] ppe
[101] co
[100] mone
[95] michelle
[86] covid
[69] back
[68] contracts
[62] hancock
[60] vote
[60] company

Top Words in Tweet in G4:
[126] covid
[30] masque
[29] plus
[27] bfmtv
[27] ce
[26] sont
[25] 19
[23] #covid
[22] rats
[20] ils

Top Words in Tweet in G5:
[190] covid
[62] 1goodtern
[40] cdcgov
[32] people
[27] immune
[20] system
[20] re
[19] long
[19] infections
[19] again

Top Words in Tweet in G6:
[125] covid
[56] monde
[50] masque
[39] ce
[34] européen
[34] ça
[34] fois
[32] parlement
[32] refuse
[32] seconde

Top Words in Tweet in G7:
[203] covid
[186] 19
[133] vtvcanal8
[71] mascarilla
[70] #jornadadevacunación
[69] salud
[59] mejor
[58] cuídate
[58] sé
[58] combinación

Top Words in Tweet in G8:
[111] covid
[39] people
[27] long
[20] those
[19] left
[15] dysfunction
[14] hancock
[14] two
[14] care
[13] warned

Top Words in Tweet in G9:
[85] covid
[69] dr
[59] elonmusk
[36] fivetimesaugust
[35] mccullough
[35] malone
[34] right
[33] important
[32] pardon
[32] figures

Top Words in Tweet in G10:
[202] pretending
[135] covid
[102] everything
[102] understand
[102] zackbornstein
[101] spiking
[101] over
[101] again
[101] tried
[101] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1301] covid,19
[218] long,covid
[179] manuelrico,hoy
[163] wuhan,lab
[150] during,covid
[146] contra,covid
[135] man,made
[132] aprobó,protocolo
[132] gobierno,ayuso
[132] días,gobierno

Top Word Pairs in Tweet in G1:
[201] covid,19
[19] zero,covid
[15] casos,covid
[13] 19,pandemic
[13] covid,policy
[12] contra,covid
[11] long,covid
[10] covid,vaccine
[9] due,covid
[7] pra,covid

Top Word Pairs in Tweet in G2:
[21] covid,19
[11] elective,surgery
[11] health,system
[11] long,covid
[10] covid,infection
[10] crabbbrendan,abcaustralia
[9] zones,full
[9] depts,overrun
[9] demand,seen
[9] emerg,depts

Top Word Pairs in Tweet in G3:
[95] michelle,mone
[58] ppe,contracts
[51] flow,test
[50] hancock,2nd
[50] 2nd,company
[50] threatened,hancock
[50] company,'helping'
[50] contracts,michelle
[50] 'helping',flow
[50] 221m,ppe

Top Word Pairs in Tweet in G4:
[19] covid,19
[11] ils,remercient
[11] rats,ils
[11] plus,contents
[11] ce,sont
[11] humains,avoir
[11] covid,ce
[11] remercient,humains
[11] joué,rats
[11] sont,rats

Top Word Pairs in Tweet in G5:
[18] covid,19
[17] immune,system
[14] long,covid
[12] december,fair
[12] fair,pay
[12] lines,15th
[12] covid,clap
[12] picket,lines
[12] nurses,doorstep
[12] clap,picket

Top Word Pairs in Tweet in G6:
[32] fois,notre
[32] seconde,fois
[32] européen,sujet
[32] expliquer,parlement
[32] refuse,seconde
[32] notre,invitation
[32] pdg,#pfizer
[32] invitation,expliquer
[32] parlement,européen
[32] #pfizer,refuse

Top Word Pairs in Tweet in G7:
[186] covid,19
[58] combinación,mascarilla
[58] 19,mejor
[58] sé,consciente
[58] mejor,combinación
[58] combate,covid
[58] mascarilla,vacunas
[58] vacunas,sé
[58] consciente,cuídate
[56] #prevención,combate

Top Word Pairs in Tweet in G8:
[23] long,covid
[12] left,care
[12] those,warnings
[12] care,homes
[12] warnings,people
[12] homes,dangerously
[12] johnson,hancock
[12] dangerously,exposed
[12] exposed,ignored
[12] hancock,warned

Top Word Pairs in Tweet in G9:
[34] fivetimesaugust,elonmusk
[33] malone,dr
[32] important,figures
[32] ability,right
[32] mccullough,give
[32] pardon,important
[32] dr,malone
[32] right,pardon
[32] dr,mccullough
[32] elonmusk,ability

Top Word Pairs in Tweet in G10:
[102] understand,covid
[101] again,ve
[101] covid,spiking
[101] spiking,again
[101] tried,everything
[101] over,pretending
[101] pretending,over
[101] don,understand
[101] ve,tried
[101] everything,pretending

Top Replied-To
Top Replied-To in Entire Graph:
@amberloyse
@whitehouse
@bfmtv
@jamesmelville
@lci
@tryangregory
@potus
@fakemedecine
@theactualfrosty
@frontalforce

Top Replied-To in G2:
@tryangregory
@nobodyimpawtant
@albomp
@crabbbrendan
@profmiketoole
@sparnis
@mackayim
@mark_butler_mp
@juliairwinator
@aishamae

Top Replied-To in G3:
@carolvorders
@michellemone
@blessingmuseki
@steven_swinford
@peterjukes
@stuzipants
@skynews
@angelarayner
@maxwcole
@haigh12k

Top Replied-To in G4:
@bfmtv
@lci
@cnews
@julienodoul
@sahabiaali
@jocelynrbu
@publicsenat
@gerard_larcher
@agnesfirmin
@marchande_la

Top Replied-To in G5:
@1goodtern
@martymakary
@morganstephensa
@d_bone
@sandyboots2020
@stopthenewnorm2
@theangryepi
@cdrhbiscuitiii
@natashafatah
@j40257

Top Replied-To in G6:
@myriampalomba
@apollinewakeup
@dupontaignan
@miloslavbilik
@valeriesilvert
@roselilas9
@borowskimike

Top Replied-To in G8:
@swaledalemutton
@sethdillon
@i_petersen
@leanhealth
@shamezladhani
@jeffbullard16
@stvnbth
@karamballes
@joseph_browning
@shifftyadam

Top Replied-To in G9:
@elonmusk
@berniespofforth
@artsoniq
@csitzenstuhl
@alx
@mteeeezy
@joserod3434
@bruceeppard10
@tendrilita
@lensiseethrough

Top Replied-To in G10:
@bluegreenbby
@bancadaativista
@bobsinkerii
@anaadhdavenger
@zackbornstein
@77_frota

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@vtvcanal8
@songpinganq
@zackbornstein
@osmarterra
@elonmusk
@1goodtern
@angelarayner
@carolvorders
@hodgetwins

Top Mentioned in G1:
@myolande70
@mbuddma
@ronald_c_stern
@covid__1_9
@fillou911
@lindami56155677
@csranga
@georgeo79369487
@osamundr
@portalabchoy

Top Mentioned in G2:
@albomp
@lisa_iannattone
@crabbbrendan
@sparnis
@abcaustralia
@nobodyimpawtant
@tryangregory
@ragesheen
@noplaceforsheep
@drkerrynphelps

Top Mentioned in G3:
@angelarayner
@carolvorders
@80_mcswan
@jolyonmaugham
@vivamjm
@stuzipants
@rachelreevesmp
@blessingmuseki
@steven_swinford
@skynews

Top Mentioned in G4:
@blemontd
@bfmtv
@sante_gouv
@frcsbraun
@gerard_larcher
@cbeaune
@sarah41659531
@legrandjury
@philippejuvin
@gouvernementfr

Top Mentioned in G5:
@1goodtern
@cdcgov
@theangryepi
@morganstephensa
@danielkebedeneu
@drericding
@keetmuise
@dokhollidays
@meetjess
@d_bone

Top Mentioned in G6:
@v_joron
@myriampalomba
@borowskimike
@pierre_gtil
@rene_chiche
@dupontaignan
@pam33771
@ericarchambaul7
@blemontd
@apollinewakeup

Top Mentioned in G7:
@vtvcanal8
@arianny06348146
@rnvinformativa
@mippcivzla
@gnbgarantedepaz
@cmdte_uiccarora
@tssvenezuela
@eliza04083981
@lispzo1
@fabiola74374180

Top Mentioned in G8:
@wesstreeting
@vprasadmdmph
@daltmann10
@shamezladhani
@ons
@karamballes
@virusesimmunity
@drclairetaylor
@jneill
@longcovidkids

Top Mentioned in G9:
@elonmusk
@fivetimesaugust
@berniespofforth
@fisherlady111
@allisonpearson
@bladeofthes
@emmanuelmacron
@drsimonegold
@wholemarsblog
@justintrudeau

Top Mentioned in G10:
@zackbornstein
@joannanobanana
@77_frota
@boscardin
@frenteampla13
@eribarros18
@sarahlerner
@bancadaativista
@berniespofforth
@jaksonlleno

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@infoitsport
@infoitinterno
@tomthunkitsmind
@detikcom
@robinsnewswire
@republikaonline
@newsoneplace
@roblwilson
@n_carvalheira

Top Tweeters in G1:
@infoitsport
@infoitinterno
@republikaonline
@newsoneplace
@infoitscienza
@agenparl
@topinforma7
@stckpro
@rcnmundo
@ejutv

Top Tweeters in G2:
@pckj3627
@myknittingwool
@kerryannsmith1
@mangotree_books
@jmarrmarr
@barbvee
@nict10
@noplaceforsheep
@chrislancashir3
@lovinglimbo

Top Tweeters in G3:
@lesleygsmith3
@skynews
@chicgibson
@tsunami65
@peterdilworth1
@john68richmond
@rolynhome
@alfieturner2
@45albannach
@peterjukes

Top Tweeters in G4:
@mariabadin18
@bfmtv
@sarah41659531
@lemondefr
@thierry_peltier
@ch_coulon
@evelyneyant94
@franceinfo
@cnews
@chassaingandre

Top Tweeters in G5:
@cheryl_marlin
@moniquedhooghe
@predederva
@grigg_dana
@tracych86248594
@amacdonald866
@hepworthclare
@micheal_olainn
@johndotbastable
@crnchymama

Top Tweeters in G6:
@marclandes40
@rosyjour
@m75sylvie
@mrjumper02
@g0rille
@saraart4
@oswaldo20151
@cykrilus
@sylvypn
@bois_dinde

Top Tweeters in G7:
@caraotadigital
@vtvcanal8
@noticierovv
@laradiodelsur
@rnvinformativa
@mippcivzla
@marianoguera21
@mppsmiranda
@esther93955874
@alejand58405653

Top Tweeters in G8:
@time
@dailymailuk
@fascinatorfun
@bbcworld
@johnwest_jaws
@yeswombat
@dancygeorgia
@dbkell
@crednescodpeace
@tsicsafpelosi

Top Tweeters in G9:
@stillgray
@chloe4711
@wholemarsblog
@kathleenlessma3
@marciaintexas
@jasbell_isfedup
@austchloe
@speedy2daneedy
@deadheartdweeb
@teejayr31

Top Tweeters in G10:
@lilotuspjm
@castonchris
@ami_tvdfan
@krystaihuntress
@juanseapi
@7numbermagic
@tired2iam
@atsumusky
@boscardin
@pablozilla


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