COVID, Twitter, 3/5/2022 11:52:10 AM, 272540


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COVID_2022-03-05_00-18-01.xlsx
COVID_2022-03-05_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2022
Short Description:
COVID via NodeXL https://bit.ly/3hIcsTg
@potus
@drjack_kanoff
@usoa34805717
@cdcdirector
@ajaxthegreat9
@juliahb1
@pnutbutrmarmite
@noahtzedek
@govrondesantis
@abraarkaran

Top hashtags:
#covid
#covid19
#covid_19
#passvaccinal
#longcovid
#valimai
#03mart2022

Description:
Description
The graph represents a network of 11,731 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 Saturday, 05 March 2022 at 08:36 UTC.

The requested start date was Saturday, 05 March 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, 2-minute period from Wednesday, 02 March 2022 at 12:17 UTC to Friday, 04 March 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 : 11731
Unique Edges : 6742
Edges With Duplicates : 10983
Total Edges : 17725
Number of Edge Types : 5
Retweet : 5061
MentionsInRetweet : 5869
Tweet : 3314
Replies to : 1174
Mentions : 2307
Self-Loops : 3353
Reciprocated Vertex Pair Ratio : 0.00478895199910903
Reciprocated Edge Ratio : 0.00953225448902682
Connected Components : 3670
Single-Vertex Connected Components : 1079
Maximum Vertices in a Connected Component : 774
Maximum Edges in a Connected Component : 1530
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 9.77711
Graph Density : 6.55646543288551E-05
Modularity : 0.586414
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,731 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 Saturday, 05 March 2022 at 08:36 UTC.

The requested start date was Saturday, 05 March 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, 2-minute period from Wednesday, 02 March 2022 at 12:17 UTC to Friday, 04 March 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:
[27] https://www.lefigaro.fr/politique/covid-19-emmanuel-macron-fixe-la-fin-du-passe-vaccinal-au-14-mars-20220303
[27] https://www.cvs.com/minuteclinic/covid-19-testing
[21] https://www.dailymail.co.uk/health/article-10565993/Cloth-masks-allow-90-particles-filter-giving-little-ability-prevent-Covid.html
[14] https://www.cbc.ca/news/world/sweden-report-coronavirus-1.6364154?__vfz=medium%3Dsharebar
[10] https://sharylattkisson.com/2022/03/twitter-censors-study-that-finds-covid-19-vaccine-converts-to-dna-inside-human-liver-cells/
[10] https://www.nytimes.com/2022/03/03/technology/surgeon-general-covid-misinformation.html
[9] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[9] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[8] https://www.reuters.com/business/healthcare-pharmaceuticals/hong-kong-reports-56827-covid-19-cases-new-record-daily-high-2022-03-03/?taid=6220adee9fa2ce00010f1d1a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.korseries.com/agency-confirmed-wi-ha-jun-tests-positive-for-covid-19/

Top URLs in Tweet in G1:
[27] https://www.cvs.com/minuteclinic/covid-19-testing
[4] https://www.nytimes.com/live/2022/03/03/world/covid-19-tests-cases-vaccine/how-the-coronavirus-steals-the-sense-of-smell?partner=IFTTT
[3] https://www.theguardian.com/media/2022/mar/04/bot-holiday-covid-misinformation-ukraine-social-media
[2] https://tdpelmedia.com/18687-doses-of-covid-19-vaccine-administered-in-past-24-hours-mohap
[2] https://www.revistagq.com/la-buena-vida/articulo/percepcion-tiempo-infancia-covid
[2] https://rumble.com/vo8nnf-importantmay-survive-after-vaccination-with-covid-19.html
[2] https://www.theguardian.com/business/2022/mar/03/boss-of-bet365-was-paid-almost-300m-during-first-year-of-covid-denise-coates
[2] https://twitter.com/Mediavenir/status/1499342409280405504
[2] http://www.cubadebate.cu/noticias/2022/03/02/cuba-llega-a-mas-de-35-millones-de-dosis-administradas-contra-la-covid-19/
[2] https://www.mcebiscoo.com/china-develops-new-covid-19-test-kit/

Top URLs in Tweet in G2:
[14] https://www.cbc.ca/news/world/sweden-report-coronavirus-1.6364154?__vfz=medium%3Dsharebar
[1] https://www.nytimes.com/2022/03/03/technology/surgeon-general-covid-misinformation.html
[1] https://gothamist.com/news/elected-officials-call-for-mandatory-student-covid-vaccinations-and-masked-option-for-nyc-schools
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2FAmMomentOrg%2Fvideos%2Fcovid-lockdowns-hurt-children-and-teens-moment-of-truth%2F1008402339772956%2F&refsrc=deprecated&_rdr
[1] https://data.cdc.gov/NCHS/Provisional-COVID-19-Deaths-Focus-on-Ages-0-18-Yea/nr4s-juj3
[1] https://bit.ly/3smenDq
[1] https://www.foxnews.com/media/ingraham-biden-pretend-russia-energy-ukraine
[1] https://twitter.com/MDinCanada/status/1498742910384279552
[1] https://rebelne.ws/3IGjpQS
[1] https://rebelne.ws/3sCGgqX

Top URLs in Tweet in G3:
[4] https://noqreport-com.translate.goog/2022/03/03/2-million-children-must-be-jabbed-to-prevent-1-icu-admission/?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=fr
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-l-angleterre-renonce-a-mettre-en-place-l-obligation-vaccinale-pour-les-soignants-du-secteur-public_4988328.html
[1] https://dailyexpose.uk/2022/02/13/uk-lab-confirms-graphene-in-covid-vaccines/
[1] https://www.medrxiv.org/content/10.1101/2021.07.08.21260210v2
[1] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1057599/Vaccine_surveillance_report_-_week-8.pdf
[1] https://clinicaltrials.gov/ct2/show/NCT04754594
[1] https://www.hematology.org/newsroom/press-releases/2021/evidence-for-potential-association-between-blood-group-a-and-risk-of-covid-19-infection
[1] https://medium.com/@bexstrong/big-pharma-corruption-and-lawsuits-amidst-covid-vaccine-c734a494b776
[1] https://twitter.com/giberpa/status/1498993166413975555
[1] https://twitter.com/mizaelizidoro/status/1499695683263213569

Top URLs in Tweet in G4:
[8] https://www.reuters.com/business/healthcare-pharmaceuticals/hong-kong-reports-56827-covid-19-cases-new-record-daily-high-2022-03-03/?taid=6220adee9fa2ce00010f1d1a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.businesstimes.com.sg/government-economy/hong-kong-retail-chains-ration-staples-to-curb-covid-19-panic-buying
[3] https://www.theguardian.com/world/2022/mar/04/hong-kong-shops-ration-food-and-drugs-to-curb-panic-buying-amid-covid-lockdown-fears?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1646371911
[3] https://hongkongfp.com/covid-19/
[2] https://www.theguardian.com/world/2022/mar/04/hong-kong-shops-ration-food-and-drugs-to-curb-panic-buying-amid-covid-lockdown-fears?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1646370916
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/hong-kong-retail-chains-ration-staples-curb-covid-panic-buying-2022-03-04/?taid=62219f319fa2ce00010f53fe&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://hongkongfp.com/2022/03/04/covid-19-hong-kong-villain-hitting-stalls-told-to-halt-as-cheung-chau-bun-festival-cancelled/
[2] https://www.scmp.com/news/hong-kong/health-environment/article/3169154/coronavirus-hong-kong-medical-workers-share?utm_source=Twitter&utm_medium=share_widget&utm_campaign=3169154
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/hong-kong-retail-chains-ration-staples-curb-covid-panic-buying-2022-03-04/
[2] https://calgaryherald.com/pmn/health-pmn/hong-kong-transport-operators-supermarket-cut-services-as-covid-surges-2/wcm/89ec296a-93c4-4224-84dc-4bfc5502eba2?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1646339408

Top URLs in Tweet in G5:
[1] https://twitter.com/theAliceRoberts/status/1499676663847792640
[1] https://twitter.com/digby1/status/1498876624196014081
[1] https://www.wfla.com/news/politics/this-is-ridiculous-desantis-scolds-students-for-wearing-face-masks-during-his-usf-visit/
[1] https://twitter.com/lin86914211/status/1499620524086861828
[1] https://twitter.com/juliahb1/status/1499651013107765252
[1] https://twitter.com/evandonovan/status/1499086276519239680
[1] https://www.dailymail.co.uk/health/article-10565993/Cloth-masks-allow-90-particles-filter-giving-little-ability-prevent-Covid.html
[1] https://dailyexpose.uk/2022/03/01/russia-distraction-uk-gov-revealed-triple-vaccinated-account-9-in-10-covid-deaths/
[1] https://www.wsj.com/articles/how-to-get-back-to-networking-after-covid-11646159740?st=h9x9oyjgjhrdo72&reflink=desktopwebshare_twitter

Top URLs in Tweet in G6:
[3] https://www.abc.net.au/news/2022-03-04/vaccine-mandate-for-sa-police-revoked/100881214
[3] https://nationalpost.com/health/last-gasp-for-masks-provinces-end-covid-mandates-but-public-health-says-to-keep-them?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1646393601
[2] https://trib.al/2hYAKUR
[2] https://abcnews.go.com/US/video/truth-ivermectin-83239643
[2] https://www.chicagotribune.com/coronavirus/ct-coronavirus-doctors-covid-misinformation-discipline-20220222-4xt4sqhhv5gyzgbkvpk3l3gzvu-story.html
[2] https://www.news-medical.net/news/20220302/Population-level-health-and-economic-impact-of-the-Pfizer-BioNTech-COVID-19-vaccine-in-first-year-of-rollout-in-the-US.aspx
[1] https://on.msnbc.com/3739F5a
[1] https://cnn.it/373zGRV
[1] https://cnn.it/35j5O3y
[1] https://abcn.ws/3MlgUWf

Top URLs in Tweet in G7:
[4] https://lecourrierdesstrateges.fr/2022/03/03/du-covid-a-lukraine-changement-de-decor-mais-meme-piece-de-theatre/
[1] https://www.anguillesousroche.com/sante/pendant-que-vous-etes-distraits-par-linvasion-de-la-russie-le-gouvernement-britannique-a-publie-un-rapport-confirmant-que-les-personnes-entierement-vaccinees-sont-desormais-responsables-de-9-deces/
[1] https://m.epochtimes.fr/vaccin-covid-19-de-pfizer-penetre-cellules-foie-se-convertit-adn-1969947.html?utm_source=twitter&utm_medium=sharedFromMember&via=EpochTimesFR
[1] https://www.lefigaro.fr/politique/covid-19-emmanuel-macron-fixe-la-fin-du-passe-vaccinal-au-14-mars-20220303
[1] https://twitter.com/47_babeth/status/1499322102922493953?t=yl2_XRBwhy18MOBuKC5D7Q&s=09
[1] https://www.breaking7.com/NewDetails/47103715

Top URLs in Tweet in G9:
[2] https://www.informedchoiceaustralia.com/post/1000-peer-reviewed-studies-questioning-covid-19-vaccine-safety
[1] https://www.wsj.com/articles/what-happened-to-the-economy-under-trump-before-covid-and-after-11602713077
[1] https://www.rna-seqblog.com/sequencing-an-important-part-of-national-covid-%e2%81%a019-preparedness-plan/
[1] https://twitter.com/LongCovidSOS/status/1499363406121521159
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[1] https://www.ntd.com/white-house-says-it-will-veto-bill-ending-covid-19-national-emergency-if-passed_747353.html
[1] https://twitter.com/potus/status/1498853403807657985
[1] https://ocugen.gcs-web.com/news-releases/news-release-details/ocugen-provides-update-its-covaxintm-pediatric-2-18-emergency
[1] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[1] https://www.nytimes.com/live/2022/02/27/world/covid-19-tests-cases-vaccine#hong-kong-hospitals-are-overwhelmed-by-the-death-toll-amid-an-omicron-surge

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2022/02/28/health/pfizer-vaccine-kids.html
[1] https://www.nytimes.com/2022/03/03/technology/surgeon-general-covid-misinformation.html

Top Domains
Top Domains in Tweet in Entire Graph:
[317] twitter.com
[79] co.uk
[55] youtube.com
[42] nytimes.com
[41] com.br
[37] theepochtimes.com
[30] bit.ly
[29] trib.al
[28] lefigaro.fr
[27] reuters.com

Top Domains in Tweet in G1:
[103] twitter.com
[27] cvs.com
[16] youtube.com
[15] com.br
[14] co.uk
[14] nytimes.com
[8] theguardian.com
[6] nih.gov
[5] bmj.com
[4] dailyexpose.uk

Top Domains in Tweet in G2:
[14] cbc.ca
[2] rebelne.ws
[1] nytimes.com
[1] gothamist.com
[1] facebook.com
[1] cdc.gov
[1] bit.ly
[1] foxnews.com
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G3:
[4] translate.goog
[2] twitter.com
[1] francetvinfo.fr
[1] dailyexpose.uk
[1] medrxiv.org
[1] gov.uk
[1] clinicaltrials.gov
[1] hematology.org
[1] medium.com
[1] odysee.com

Top Domains in Tweet in G4:
[16] reuters.com
[11] hongkongfp.com
[6] theguardian.com
[5] trib.al
[4] scmp.com
[3] com.sg
[3] asiaone.com
[2] calgaryherald.com
[2] nikkei.com
[2] who.int

Top Domains in Tweet in G5:
[5] twitter.com
[1] wfla.com
[1] co.uk
[1] dailyexpose.uk
[1] wsj.com

Top Domains in Tweet in G6:
[4] nationalpost.com
[3] trib.al
[3] net.au
[2] cnn.it
[2] abcn.ws
[2] cbc.ca
[2] go.com
[2] chicagotribune.com
[2] news-medical.net
[1] msnbc.com

Top Domains in Tweet in G7:
[4] lecourrierdesstrateges.fr
[1] anguillesousroche.com
[1] epochtimes.fr
[1] lefigaro.fr
[1] twitter.com
[1] breaking7.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] informedchoiceaustralia.com
[1] wsj.com
[1] rna-seqblog.com
[1] cdc.gov
[1] ntd.com
[1] gcs-web.com
[1] phmpt.org
[1] nytimes.com

Top Domains in Tweet in G10:
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[202] covid
[182] covid19
[109] covid_19
[49] passvaccinal
[44] longcovid
[36] valimai
[34] 03mart2022
[32] ajithkumar
[31] pfizer
[31] وزارة_الصحة



Top Hashtags in Tweet in G1:
[47] covid19
[39] covid
[21] covid_19
[10] coronavirus
[8] ukraine
[6] pandemic
[6] publichealth
[5] analytics
[5] jornadadevacunación
[5] somosgarantesdepaz

Top Hashtags in Tweet in G2:
[5] covid19
[2] sotu
[2] dyk
[2] maskingforafriend

Top Hashtags in Tweet in G3:
[4] france
[2] francais
[2] paris
[2] omicron
[2] pfizergate
[2] covid19france
[2] jeanmicheltrogneux2022
[2] covid_19
[2] covid19
[2] vaccin

Top Hashtags in Tweet in G4:
[7] covid19
[4] hongkong
[3] misinformation
[2] cppcc
[1] china
[1] covid_19
[1] ukraineinvasion
[1] myocarditis
[1] ivermectin

Top Hashtags in Tweet in G5:
[8] catasto
[6] draghi
[5] ucraina
[2] covid
[2] vaccino
[2] nogreenpass
[1] florida
[1] greeenpass
[1] bolkestein
[1] covid19

Top Hashtags in Tweet in G6:
[2] sotu
[2] health
[2] population
[2] covid19
[2] coronavirus
[2] covid
[2] vaccine
[2] vaccination
[2] us
[2] sarscov2

Top Hashtags in Tweet in G7:
[34] passvaccinal
[5] shenzhen
[1] macrondehors
[1] covid
[1] ukraine

Top Hashtags in Tweet in G8:
[12] noolvidamos

Top Hashtags in Tweet in G9:
[4] covid19
[3] vaccine
[2] update
[2] sotu
[1] congress
[1] sequencing
[1] variants
[1] coronavirus
[1] covid
[1] leronlimab

Top Words
Top Words in Tweet in Entire Graph:
[7823] covid
[2215] 19
[498] people
[356] more
[317] ukraine
[312] vaccine
[296] น
[290] masks
[275] over
[268] pandemic

Top Words in Tweet in G1:
[1094] covid
[355] 19
[83] 12
[81] 03
[77] 11
[74] 10
[59] 00pm
[58] test
[51] more
[51] 30pm

Top Words in Tweet in G2:
[164] covid
[41] ukraine
[28] 19
[28] ozraeliavi
[20] taught
[20] mandates
[18] data
[17] again
[16] truth
[16] funding

Top Words in Tweet in G3:
[94] f_philippot
[69] angleterre
[69] renonce
[69] obligation
[69] vaccinale
[69] soignants
[69] france
[69] continue
[69] suspend
[69] milliers

Top Words in Tweet in G4:
[96] covid
[60] hong
[60] kong
[38] 19
[37] women
[33] nytimes
[30] cases
[26] pandemic
[18] union
[17] disproportionately

Top Words in Tweet in G5:
[72] covid
[40] govrondesantis
[31] masks
[18] wear
[17] those
[15] governo
[15] 19
[14] being
[14] students
[13] please

Top Words in Tweet in G6:
[51] covid
[17] mask
[16] 19
[15] wear
[14] one
[14] desantis
[13] doctors
[12] gov
[12] abc
[11] msnbc

Top Words in Tweet in G7:
[63] covid
[38] après
[34] seulement
[34] #passvaccinal
[34] macron
[34] fin
[34] 14
[34] mars
[33] fixe
[33] deux

Top Words in Tweet in G8:
[142] hoy
[142] días
[132] manuelrico
[90] hospital
[87] residentes
[86] gobierno
[85] ayuso
[84] aprobó
[84] protocolo
[84] impedía

Top Words in Tweet in G9:
[65] covid
[27] potus
[20] 19
[12] tonight
[12] billion
[11] positive
[8] before
[8] country
[7] response
[7] try

Top Words in Tweet in G10:
[84] covid
[63] michaelpsenger
[39] over
[25] end
[24] united
[24] states
[22] american
[22] washington
[20] 000
[20] cost

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2076] covid,19
[164] long,covid
[139] contra,covid
[130] manuelrico,hoy
[121] positive,covid
[106] อ,covid
[90] hong,kong
[89] during,covid
[87] 14,mars
[84] días,gobierno

Top Word Pairs in Tweet in G1:
[345] covid,19
[34] covid,test
[27] test,available
[27] tomorrow,cvs
[26] contra,covid
[26] available,tomorrow
[23] positive,covid
[21] 00pm,03
[18] 19,vaccine
[16] 11,15am

Top Word Pairs in Tweet in G2:
[28] covid,19
[20] covid,taught
[18] covid,mandates
[16] mandates,truth
[16] truth,funding
[16] funding,arming
[16] arming,nazi
[16] nazi,battalions
[16] battalions,ukraine
[16] ukraine,revealed

Top Word Pairs in Tweet in G3:
[69] angleterre,renonce
[69] renonce,obligation
[69] obligation,vaccinale
[69] vaccinale,soignants
[69] soignants,france
[69] france,continue
[69] continue,suspend
[69] suspend,milliers
[68] f_philippot,angleterre
[24] ans,covid

Top Word Pairs in Tweet in G4:
[60] hong,kong
[38] covid,19
[15] women,particularly
[15] particularly,pregnant
[15] pregnant,women
[15] women,disproportionately
[15] disproportionately,affected
[15] affected,coronavirus
[15] coronavirus,pandemic
[15] pandemic,americas

Top Word Pairs in Tweet in G5:
[15] covid,19
[12] evandonovan,govrondesantis
[12] govrondesantis,annoyed
[12] annoyed,usf
[12] usf,students
[12] students,wear
[12] wear,those
[12] those,masks
[12] masks,please
[12] please,take

Top Word Pairs in Tweet in G6:
[16] covid,19
[10] one,students
[10] students,gov
[10] gov,desantis
[10] desantis,caught
[10] caught,hot
[10] hot,mic
[10] mic,telling
[10] telling,wear
[10] wear,mask

Top Word Pairs in Tweet in G7:
[34] 14,mars
[33] macron,fixe
[33] fixe,fin
[33] fin,#passvaccinal
[33] #passvaccinal,14
[33] mars,seulement
[33] seulement,deux
[33] deux,mois
[33] mois,après
[33] après,sa

Top Word Pairs in Tweet in G8:
[130] manuelrico,hoy
[84] días,gobierno
[84] gobierno,ayuso
[84] ayuso,aprobó
[84] aprobó,protocolo
[84] protocolo,impedía
[84] impedía,trasladar
[84] trasladar,hospital
[84] hospital,residentes
[81] residentes,vulnerab

Top Word Pairs in Tweet in G9:
[20] covid,19
[7] covid,response
[6] hey,potus
[6] potus,before
[6] before,begging
[6] begging,congress
[6] congress,22
[6] 22,billion
[6] billion,covid
[6] response,try

Top Word Pairs in Tweet in G10:
[25] end,covid
[24] united,states
[18] american,freedom
[18] freedom,convoy
[18] convoy,permanent
[18] permanent,end
[18] covid,tyranny
[18] tyranny,stops
[18] stops,indianapolis
[18] indianapolis,indiana

Top Replied-To
Top Replied-To in Entire Graph:
@piersmorgan
@bfmtv
@cnews
@potus
@mailonline
@flcaseydesantis
@nb_covid_info
@jujuliagrace
@jesusraguirre
@youarelobbylud

Top Replied-To in G2:
@ianrodenppc
@holdenc1981
@kozarcanuk
@moore11k
@ozraeliavi
@tommy75826337
@epsalon
@libsoftiktok
@akheriaty

Top Replied-To in G3:
@medic4allhuman
@associationpec
@f_philippot

Top Replied-To in G4:
@healthylivingcc
@business
@guardian
@bnodesk
@nytimes

Top Replied-To in G5:
@govrondesantis
@berniespofforth
@daniele19921
@fmmosca
@globaljukeboxer
@lifeisamorfati
@hollyrpeete
@walkerstalker18
@repswalwell
@america_press

Top Replied-To in G6:
@msnbc
@yonifreedhoff
@looenytic
@abcnews
@shazhaitch
@concernedfruit
@cnn
@andrewrex6
@charmainett
@equitydiamonds

Top Replied-To in G7:
@lvsimplement
@jlesgards
@banounhelene
@anonymecitoyen
@mimilasardoche

Top Replied-To in G8:
@manuelrico

Top Replied-To in G9:
@potus
@woketurns2ish_
@sk8ter_bobby
@sonjalondon
@presssec
@cdcdirector
@perindavey
@markp949
@drtomfrieden
@stratospher_es

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@f_philippot
@michaelpsenger
@gmmtv
@1st_army_area
@govrondesantis
@karnnikro
@philippeherlin
@nytimes
@dgurdasani1

Top Mentioned in G1:
@donaldducksit
@vaccineflstate
@ximo91348330
@bespokespeeches
@gacetinmadrid
@jmesltradal
@cmdteptealianza
@mactecpackaging
@d_4_real

Top Mentioned in G2:
@ozraeliavi
@maajidnawaz
@kwadwo777
@repthomasmassie
@rebelnewsonline
@akheriaty
@electionwiz
@drjack_kanoff
@prole53
@ingrahamangle

Top Mentioned in G3:
@f_philippot
@medic4allhuman
@teacherszn
@prizma44444
@drozcanyucel
@dover63a
@upr_asselineau
@narashi13876794
@aileastick1
@leichsenringc

Top Mentioned in G4:
@nytimes
@reuters
@bnodesk
@abraarkaran
@hkfp
@guardian
@scmpnews
@carlosdelrio7
@nickmmark
@ap

Top Mentioned in G5:
@govrondesantis
@evandonovan
@luciomalan
@juliahb1
@berniespofforth
@wsj
@stegraziosi
@laveritaweb
@flsurgeongen
@fdragoni

Top Mentioned in G6:
@abc
@msnbc
@pfizer
@abcnews
@cnn
@cbcnews
@eddyjokovich
@nationalpost
@cbsnews
@kizzyphd

Top Mentioned in G7:
@philippeherlin
@cstrateges
@banounhelene
@christi67158123
@jlesgards
@realmarcel1
@sarah41659531
@anonymecitoyen
@papanours60
@revolte_fiscale

Top Mentioned in G8:
@manuelrico
@fiscal_es
@maribel60780973

Top Mentioned in G9:
@potus
@senrickscott
@drtomfrieden
@timrunshismouth
@us_fda
@adingtonp
@joerogan
@cdcdirector
@perindavey
@vbiruta

Top Mentioned in G10:
@michaelpsenger
@drsimonegold
@ziggy6769
@domenicadelia22
@dave_misbehave
@sjwimalawansa

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@infoitinterno
@tomthunkitsmind
@kompascom
@paoloigna1
@world_news_eng
@teamyoutube
@greynblues
@andyvermaut
@unoticias

Top Tweeters in G1:
@infoitinterno
@andyvermaut
@elpoliticonews
@bisniscom
@jacekwierzbicki
@poandpo
@blackcentaurfx
@puranoticia
@dev_discourse
@sonorafm92

Top Tweeters in G2:
@foxnews
@hustler81
@gillianamy2911
@felizfeliz
@m_geleta_m
@stevedeaceshow
@felipemurrelli
@awesomebamon
@davidby67496669
@shirleyjones999

Top Tweeters in G3:
@gachemarcos
@dett67
@malefique75116
@michaeljolain
@moselle_sud
@francoise17deux
@corbeauo
@dover63a
@wbksbzeypgxa6h5
@xavier40700514

Top Tweeters in G4:
@paoloigna1
@world_news_eng
@carrybeyond
@reuters
@business
@guardian
@nytimes
@latimes
@joetsuki
@scmpnews

Top Tweeters in G5:
@daniele19921
@notcapnamerica
@wsj
@fmmosca
@wfla
@nonnamaria15
@fratelliditalia
@juliahb1
@hollyrpeete
@fdragoni

Top Tweeters in G6:
@govkhan
@globeandmail
@cscviews
@abc
@torontostar
@nationalpost
@cnn
@abcnews
@cbsnews
@gma

Top Tweeters in G7:
@siddie_style
@sarah41659531
@kitty_maggy
@bouche_bee
@grobisr
@lenalc64
@lvsimplement
@incflam
@merovingienfr
@asprudhomme

Top Tweeters in G8:
@mariaperezpere
@manalvan
@lolesripoll
@beaarroyocom
@pr0m3t30
@nestorbg3
@twintesis
@marijosidemaya
@mtezwiesenthal
@rosgongut

Top Tweeters in G9:
@pckj3627
@morgfair
@ajandradea
@jrlaredo
@tessatessapes
@brianstelter
@noahtzedek
@eviedaisy3
@libertytrader17
@swallace101

Top Tweeters in G10:
@lisaannega
@jmlg05
@rickmcsmith
@domenicadelia22
@42chainlink42
@ilkeimza
@w2spw2_23
@sharrein
@kevslisababy
@arcaneknowledge


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