COVID, Twitter, 5/30/2022 10:18:25 AM, 277340


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COVID_2022-05-30_01-30-01.xlsx
COVID_2022-05-30_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
COVID via NodeXL https://bit.ly/3MZjmld
@drelidavid
@us_fda
@aginnt
@nedaemrani
@fillingtea
@petervwharton
@advocatoron
@jackclinton412
@s
@bihbongha

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#monkeypox
#pfizer
#44708
#โควิด19
#สถานการณ์โควิด19

Description:
Description
The graph represents a network of 11,051 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 Monday, 30 May 2022 at 08:43 UTC.

The requested start date was Monday, 30 May 2022 at 00:01 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 3-day, 0-hour, 3-minute period from Thursday, 26 May 2022 at 12:15 UTC to Sunday, 29 May 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 : 11051
Unique Edges : 6469
Edges With Duplicates : 11165
Total Edges : 17634
Number of Edge Types : 5
MentionsInRetweet : 6009
Mentions : 2145
Replies to : 1312
Retweet : 5034
Tweet : 3134
Self-Loops : 3178
Reciprocated Vertex Pair Ratio : 0.00676725094297759
Reciprocated Edge Ratio : 0.0134435261707989
Connected Components : 3177
Single-Vertex Connected Components : 928
Maximum Vertices in a Connected Component : 1930
Maximum Edges in a Connected Component : 4225
Maximum Geodesic Distance (Diameter) : 43
Average Geodesic Distance : 16.627928
Graph Density : 7.4316077126576E-05
Modularity : 0.580538
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,051 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 Monday, 30 May 2022 at 08:43 UTC.

The requested start date was Monday, 30 May 2022 at 00:01 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 3-day, 0-hour, 3-minute period from Thursday, 26 May 2022 at 12:15 UTC to Sunday, 29 May 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:
[13] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[13] https://euroweeklynews.com/2022/05/27/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[13] https://www.dailymail.co.uk/health/article-10856471/Experts-insist-Covid-infected-people-without-symptoms-TWO-THIRDS-likely-pass-virus-on.html
[12] https://www.lavanguardia.com/vida/20220525/8292720/espana-notifica-434-muertes-70-965-reacciones-adversas-vacuna-covid-19.html
[11] https://twitter.com/Sarahzafazira/status/1527509944022335488/photo/1
[11] https://thenationalpulse.com/2022/05/26/counties-with-mask-mandates-had-higher-covid-19-death-rates/
[11] https://www.bbc.com/news/uk-england-essex-61592023
[11] https://www.thestar.com/news/investigations/2022/05/27/doug-ford-is-spending-billions-to-expand-nursing-home-chains-with-some-of-the-worst-covid-19-death-rates.html
[10] https://www.breakingtravelnews.com/news/article/airbnb-to-wind-down-china-rentals-amid-ongoing-lockdowns/
[9] https://www.hindustantimes.com/india-news/modi-to-launch-scholarship-for-kids-orphaned-by-covid-on-may-30-101653768774489.html

Top URLs in Tweet in G1:
[13] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[11] https://twitter.com/Sarahzafazira/status/1527509944022335488/photo/1
[10] https://www.breakingtravelnews.com/news/article/airbnb-to-wind-down-china-rentals-amid-ongoing-lockdowns/
[8] https://twitter.com/darkmalam/status/1527908505423708161/photo/1
[6] https://twitter.com/Sarahzafazira/status/1527505241284825088/photo/1
[3] https://expose-news.com/2022/05/27/carbon-nanotech-and-thulium-in-covid-injections/
[2] https://raju0568.blogspot.com/2022/05/bhulaiya-2-earns-rs-84-cr-in-six-days.html
[2] https://www.theguardian.com/us-news/2022/may/26/millions-risk-losing-us-healthcare-when-pandemic-emergency-declaration-expires?CMP=share_btn_tw
[2] https://tdfisladigital.com.ar/contenido/23554/jornada-de-vacunacion-contra-el-covid-19-en-el-polo-deportivo-de-andorra
[2] https://thevaccinereaction.org/2022/05/the-explosion-of-cancer-and-latent-disease-after-covid-vaccination/

Top URLs in Tweet in G2:
[7] https://euroweeklynews.com/2022/05/24/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[3] https://www.francesoir.fr/politique-monde/sommet-mondial-sur-le-covid-17-000-scientifiques
[3] https://euroweeklynews.com/2022/05/27/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[2] https://www.aimsib.org/en/2020/08/23/covid-graves-admettre-lexistence-des-anticorps-facilitateurs/
[2] https://www.aimsib.org/2020/05/03/vaccin-anti-covid-19-et-immunite-de-groupe-cest-non-et-encore-non/
[2] https://www.covid-factuel.fr/2022/05/26/tout-sur-le-monkeypox/comment-page-1/#comment-129487
[2] https://cogiito.com/a-la-une/mortalite-massive-pres-de-180-000-sont-morts-dans-les-60-jours-suivant-la-vaccination-contre-le-covid-19-le-bureau-des-statistiques-en-angleterre-fait-un-aveu-stupefiant/
[1] https://www.voachinese.com/a/nih-director-confirms-agency-hid-early-covid-genes-at-request-of-chinese-scientists-20220514/6571519.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it
[1] https://www-voachinese-com.translate.goog/a/nih-director-confirms-agency-hid-early-covid-genes-at-request-of-chinese-scientists-20220514/6571519.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it&_x_tr_sl=zh-CN&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp
[1] https://clinicaltrials.gov/ct2/show/NCT04754594

Top URLs in Tweet in G3:
[1] https://www.infolibre.es/economia/55-principales-empresas-espanolas-ganaron-61-500-millones-2021-88-4-covid_1_1242159.html
[1] https://www.redaccionmedica.com/secciones/pediatria/a1061s-asi-es-la-llave-del-covid-para-provocar-hepatitis-aguda-en-ninos-9851

Top URLs in Tweet in G4:
[2] https://www.theepochtimes.com/18-major-airlines-faa-and-dot-to-be-sued-over-covid-vaccine-mandates_4484295.html
[2] https://nypost.com/2021/06/02/fauci-was-warned-that-covid-may-have-been-engineered-emails/
[1] https://twitter.com/NightShiftMD/status/1529816824988172288
[1] https://health-infobase.canada.ca/covid-19/epidemiological-summary-covid-19-cases.html
[1] https://twitter.com/gavinnewsom/status/1530677908707999746
[1] https://www.forbes.com/sites/jonathanponciano/2022/05/26/us-economy-shrank-15-last-quarter-in-worst-showing-since-covid-recession-new-gdp-estimate-shows/?sh=3dbb3f7c4e14
[1] https://twitter.com/HillelNeuer/status/1530206001688870921
[1] https://www.dailymail.co.uk/health/article-10856471/Experts-insist-Covid-infected-people-without-symptoms-TWO-THIRDS-likely-pass-virus-on.html
[1] https://www.theepochtimes.com/us-military-intentionally-purging-people-of-faith-via-covid-shot-liberty-counsel_4496238.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/andrewnoymer/status/1529978546340261893

Top URLs in Tweet in G5:
[9] https://www.theepochtimes.com/mkt_app/18-major-airlines-faa-and-dot-to-be-sued-over-covid-vaccine-mandates_4484295.html?slsuccess=1
[2] https://www.dailymail.co.uk/health/article-10856471/Experts-insist-Covid-infected-people-without-symptoms-TWO-THIRDS-likely-pass-virus-on.html
[1] https://twitter.com/nypost/status/1530001098412531712
[1] https://brownstone.org/articles/swedens-strategy-once-again-proven-correct/
[1] https://www.israelnationalnews.com/News/News.aspx/309762
[1] https://ianmsc.substack.com/p/new-research-confirms-interventions?r=kt9k9&s=w&utm_campaign=post&utm_medium=web&utm_source=direct
[1] https://twitter.com/disclosetv/status/1529898564264112144
[1] https://www.itv.com/news/central/2022-05-26/man-26-who-died-after-astrazeneca-covid-vaccine-reassured-by-staff
[1] https://tnc.news/2022/05/25/international-air-transport-group-tells-trudeau-to-drop-travel-mandates1/

Top URLs in Tweet in G6:
[2] https://apple.news/Ad3tV2jWzTXmY3QJMOlxnLw
[1] https://twitter.com/cnn/status/1529885129132453890
[1] https://twitter.com/theangryepi/status/1529955873157566464
[1] https://twitter.com/ryangrim/status/1530380095717879809
[1] https://www.nytimes.com/2022/05/05/health/covid-impotence-erectile-dysfunction.html
[1] https://www.salon.com/2022/04/21/tucker-carlson-testicle-tanning/
[1] https://twitter.com/ronfilipkowski/status/1530694911447678976
[1] https://www.washingtonpost.com/health/2022/05/28/covid-memorial-day-surge/
[1] https://www.medscape.com/viewarticle/974538
[1] https://www.smh.com.au/national/who-s-living-in-fantasy-land-as-the-election-recedes-the-politics-of-covid-re-emerges-20220524-p5ao5c.html

Top URLs in Tweet in G7:
[3] https://www.thestar.com/news/investigations/2022/05/27/doug-ford-is-spending-billions-to-expand-nursing-home-chains-with-some-of-the-worst-covid-19-death-rates.html
[2] https://www.reuters.com/world/china/shanghai-takes-further-steps-towards-reopening-beijing-eases-covid-curbs-2022-05-29/?taid=62934a03f662cd000187017f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/china/shanghai-cancel-restrictions-resume-work-introduce-policies-support-economy-2022-05-29/?taid=62934fdff662cd00018701de&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/asia-pacific/taiwans-covid-19-cases-reach-plateau-government-2022-05-27/?taid=6290a82d35dfdc0001d25eaf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.technocracy.news/
[1] https://twitter.com/strauss_matt/status/1530610416623165441
[1] https://twitter.com/OntarioHealthC/status/1530149621812559875
[1] https://reut.rs/3lO5HkZ
[1] https://twitter.com/capeacadia/status/1530841758678016000
[1] https://dailysceptic.org/2022/05/23/concerns-of-fraud-in-pfizer-vaccine-trial-as-participants-hospitalisation-with-heart-inflammation-is-swept-under-carpet/

Top URLs in Tweet in G8:
[1] https://twitter.com/WilliamYearnor/status/1530861669987012608
[1] https://twitter.com/sajidjavid/status/1529765303625850882
[1] https://twitter.com/haggis_uk/status/1318263232688234496
[1] https://twitter.com/bren4bassetlaw/status/1530835359466237952
[1] https://twitter.com/Bren4Bassetlaw/status/1530835359466237952
[1] https://coronavirus.data.gov.uk/details/deaths
[1] https://jessicar.substack.com/p/determinants-of-covid-19-vaccine?s=r
[1] https://twitter.com/BernieT34/status/1530145881919574016
[1] https://www.bmj.com/company/newsroom/uk-austerity-since-2010-linked-to-tens-of-thousands-more-deaths-than-expected/

Top URLs in Tweet in G9:
[2] https://www.theguardian.com/world/commentisfree/2022/mar/30/long-covid-coronavirus-covid-pandemic-health
[2] https://www.vaccines.gov/
[2] https://www.marketwatch.com/story/the-fdas-decision-on-novavaxs-covid-19-vaccine-could-come-in-weeks-11653578153
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=fef46381-9f0b-11ec-8f6a-566370496252&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMy0wNy9icmFpbi1zaHJpbmthZ2UtY29nbml0aXZlLWRlY2xpbmUtZm91bmQtbW9udGhzLWFmdGVyLW1pbGQtY292aWQ=
[1] https://thehill.com/policy/healthcare/3499938-employers-are-not-accomodating-people-disabled-by-long-covid-activists-tell-house-panel/
[1] https://www.nytimes.com/2022/05/24/health/long-covid-infections.html?referringSource=articleShare
[1] https://www.washingtonpost.com/health/2022/05/25/long-covid-vaccines-slight-protection/
[1] https://www.cnbc.com/2022/01/10/pfizer-ceo-says-two-covid-vaccine-doses-arent-enough-for-omicron.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html

Top URLs in Tweet in G10:
[2] https://covidactuaries.org/2022/05/24/long-covid-2/
[1] https://bylinetimes.com/2022/05/27/constant-covid-presence-in-cabinet-office-during-party-periods/
[1] https://twitter.com/zalaly/status/1529494834167394305?s=20&t=x10gmNQoqjpNBe5gfXeg_g
[1] https://twitter.com/zalaly/status/1529494832489672710
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/articles/howcoronaviruscovid19compareswithfluasacauseofdeath/2022-05-23
[1] https://twitter.com/BBCNews/status/1529741080866050048
[1] https://greens.org.au/vic/news/greens-call-mask-campaign-government-sleepwalks-towards-health-crisis
[1] https://twitter.com/TheAngryEpi/status/1530014436756365312

Top Domains
Top Domains in Tweet in Entire Graph:
[436] twitter.com
[82] co.uk
[44] expose-news.com
[36] theepochtimes.com
[32] theguardian.com
[32] trib.al
[28] com.br
[23] youtube.com
[21] nature.com
[20] nytimes.com

Top Domains in Tweet in G1:
[160] twitter.com
[14] co.uk
[11] com.br
[10] breakingtravelnews.com
[9] blogspot.com
[9] medicalxpress.com
[6] com.ar
[6] wordpress.com
[5] rui.jp
[4] theguardian.com

Top Domains in Tweet in G2:
[10] euroweeklynews.com
[9] twitter.com
[4] aimsib.org
[4] francesoir.fr
[2] covid-factuel.fr
[2] planetes360.fr
[2] cogiito.com
[1] voachinese.com
[1] translate.goog
[1] clinicaltrials.gov

Top Domains in Tweet in G3:
[1] infolibre.es
[1] redaccionmedica.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] theepochtimes.com
[2] nypost.com
[1] canada.ca
[1] forbes.com
[1] co.uk
[1] rebelnews.com

Top Domains in Tweet in G5:
[9] theepochtimes.com
[2] twitter.com
[2] co.uk
[1] brownstone.org
[1] israelnationalnews.com
[1] substack.com
[1] itv.com
[1] tnc.news

Top Domains in Tweet in G6:
[8] twitter.com
[2] apple.news
[1] nytimes.com
[1] salon.com
[1] washingtonpost.com
[1] medscape.com
[1] com.au
[1] bloomberg.com
[1] wapo.st
[1] cnb.cx

Top Domains in Tweet in G7:
[6] reuters.com
[5] twitter.com
[3] thestar.com
[3] dailysceptic.org
[2] technocracy.news
[1] reut.rs
[1] ft.com
[1] cbc.ca
[1] saltwire.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] gov.uk
[1] substack.com
[1] bmj.com

Top Domains in Tweet in G9:
[2] theguardian.com
[2] vaccines.gov
[2] cdc.gov
[2] marketwatch.com
[1] bloomberg.com
[1] thehill.com
[1] nytimes.com
[1] washingtonpost.com
[1] cnbc.com
[1] researchsquare.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] covidactuaries.org
[1] bylinetimes.com
[1] gov.uk
[1] org.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[230] covid
[160] covid19
[68] longcovid
[51] covid_19
[37] monkeypox
[33] pfizer
[33] 44708
[26] โควิด19
[25] สถานการณ์โควิด19
[25] miclapproductivo



Top Hashtags in Tweet in G1:
[42] covid
[11] covid19
[6] 5/26/2022 12:00:00 AM
[5] protectoresdelapatria
[5] miclapproductivo
[5] covid_19
[5] 5/29/2022 12:00:00 AM
[4] longcovid
[4] coronavirus
[2] entertainmentnews

Top Hashtags in Tweet in G2:
[12] covid
[11] pfizer
[10] davos
[5] monkeypox
[3] bourla
[1] variole
[1] zona
[1] mauricette
[1] covidismeetmessianisme
[1] macron

Top Hashtags in Tweet in G3:
[18] noolvidamos

Top Hashtags in Tweet in G4:
[2] vaccine
[2] covid19
[1] undergroundrailroad
[1] footstepstofreedom
[1] thankyouvets
[1] pots
[1] vaccineinjuries

Top Hashtags in Tweet in G5:
[2] covid
[1] costoflivingcrisis
[1] focusedprotection
[1] cdnpoli
[1] onpoli

Top Hashtags in Tweet in G6:
[3] longcovid
[3] covid
[2] covidisnotover
[2] wearamask
[2] usa
[2] auspol
[1] longcovidkids
[1] politas
[1] coronavirus
[1] california

Top Hashtags in Tweet in G7:
[8] ltc
[7] forprofit
[4] onpoli
[2] ontario
[2] vaxthelittles
[1] thechoiceisyours
[1] 50kisnotok
[1] needsbasedtherapy
[1] bodybagford
[1] northkorea

Top Hashtags in Tweet in G8:
[5] suegrayreport
[1] johnsonout125
[1] notmovingontilljohnsonhasgone
[1] covid
[1] covid19
[1] toriespartiedwhilepeopledied
[1] covidinquiry
[1] coviddeathsscam

Top Hashtags in Tweet in G9:
[20] longcovid
[8] covid19
[2] usa
[1] wecandothis
[1] wechoosecovacin

Top Hashtags in Tweet in G10:
[2] belly
[1] sackdanandrews

Top Words
Top Words in Tweet in Entire Graph:
[7735] covid
[1728] 19
[701] people
[407] more
[377] vaccine
[375] over
[355] long
[354] during
[326] one
[294] puan

Top Words in Tweet in G1:
[1069] covid
[360] 19
[294] puan
[93] bersama
[85] pandemi
[79] yang
[79] maharani
[74] dan
[72] kader
[72] pdip

Top Words in Tweet in G2:
[138] covid
[72] 2200
[72] personnalités
[72] espagnoles
[62] plus
[53] ce
[46] voir
[45] borowskimike
[45] médias
[45] mai

Top Words in Tweet in G3:
[203] hoy
[203] días
[191] manuelrico
[154] hospital
[150] gobierno
[150] residentes
[148] ayuso
[147] aprobó
[147] protocolo
[147] impedía

Top Words in Tweet in G4:
[234] covid
[114] shots
[87] california
[87] governor
[87] gavin
[87] newsom
[87] tested
[87] positive
[81] drelidavid
[78] receiving

Top Words in Tweet in G5:
[126] covid
[45] over
[44] mandates
[39] breaking
[38] report
[37] vaccine
[37] 18
[37] airlines
[37] sued
[35] chuckcallesto

Top Words in Tweet in G6:
[122] covid
[42] people
[24] know
[22] virus
[22] long
[20] youarelobbylud
[19] delta
[18] health
[18] day
[17] ragesheen

Top Words in Tweet in G7:
[84] covid
[37] ford
[32] doug
[32] 19
[27] fordnation
[19] stevendelduca
[17] ontario
[17] day
[16] deaths
[16] pandemic

Top Words in Tweet in G8:
[52] covid
[31] bren4bassetlaw
[28] borisjohnson
[25] died
[17] families
[15] tell
[15] joke
[15] husband
[14] one
[12] bereaved

Top Words in Tweet in G9:
[49] covid
[34] people
[28] cdcgov
[23] health
[22] loscharlos
[20] #longcovid
[17] condition
[17] develop
[15] long
[15] recap

Top Words in Tweet in G10:
[122] covid
[56] flu
[53] chrischirp
[38] more
[36] deaths
[35] thread
[35] remains
[34] serious
[34] threat
[34] society

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1636] covid,19
[226] long,covid
[184] manuelrico,hoy
[154] during,covid
[147] días,gobierno
[147] gobierno,ayuso
[147] ayuso,aprobó
[147] aprobó,protocolo
[147] protocolo,impedía
[147] impedía,trasladar

Top Word Pairs in Tweet in G1:
[349] covid,19
[84] pandemi,covid
[79] puan,maharani
[72] kader,pdip
[72] pdip,bersama
[72] bersama,puan
[53] puan,peduli
[53] peduli,wong
[53] wong,cilik
[38] maharani,kader

Top Word Pairs in Tweet in G2:
[72] 2200,personnalités
[72] personnalités,espagnoles
[42] d'après,médias
[42] médias,anglais
[42] anglais,plus
[42] plus,2200
[42] espagnoles,type
[42] type,artistes
[42] artistes,stars
[42] stars,foot

Top Word Pairs in Tweet in G3:
[184] manuelrico,hoy
[147] días,gobierno
[147] gobierno,ayuso
[147] ayuso,aprobó
[147] aprobó,protocolo
[147] protocolo,impedía
[147] impedía,trasladar
[147] trasladar,hospital
[146] hospital,residentes
[139] residentes,vulnerab

Top Word Pairs in Tweet in G4:
[87] california,governor
[87] governor,gavin
[87] gavin,newsom
[87] newsom,tested
[87] tested,positive
[87] covid,shots
[50] double,masked
[50] masked,california
[50] positive,receiving
[50] receiving,covid

Top Word Pairs in Tweet in G5:
[38] breaking,report
[37] sued,over
[35] chuckcallesto,breaking
[28] report,18
[28] 18,major
[28] major,airlines
[28] airlines,faa
[28] faa,dot
[28] dot,sued
[28] over,covid

Top Word Pairs in Tweet in G6:
[16] ragesheen,people
[15] covid,19
[14] virus,cause
[13] people,know
[13] know,little
[13] little,zero
[13] zero,knowledge
[13] knowledge,covid
[13] covid,systemic
[13] systemic,virus

Top Word Pairs in Tweet in G7:
[32] covid,19
[31] doug,ford
[15] yesterday,day
[15] day,campaign
[15] campaign,doug
[15] ford,rich
[15] rich,donors
[14] stevendelduca,yesterday
[14] donors,famil
[10] breaking,premier

Top Word Pairs in Tweet in G8:
[12] families,covid
[12] bren4bassetlaw,ll
[12] ll,tell
[12] tell,auntie
[12] auntie,iris
[12] iris,little
[12] little,joke
[12] joke,see
[12] see,likes
[12] likes,husband

Top Word Pairs in Tweet in G9:
[17] health,condition
[15] recap,yesterday
[15] yesterday,cdcgov
[15] cdcgov,acknowledged
[15] acknowledged,people
[15] people,develop
[15] develop,health
[15] condition,#longcovid
[14] loscharlos,recap
[14] #longcovid,af

Top Word Pairs in Tweet in G10:
[35] covid,remains
[35] remains,more
[34] thread,covid
[34] more,serious
[34] serious,threat
[34] threat,flu
[34] flu,society
[34] society,based
[34] based,mainly
[33] chrischirp,thread

Top Replied-To
Top Replied-To in Entire Graph:
@j__possum
@bren4bassetlaw
@danwootton
@bluedotredstat3
@profmbassetti
@billycrystal
@foxnews
@elonmusk
@drkerrynphelps
@drshanerrr

Top Replied-To in G2:
@borowskimike
@thibaultpillet
@marc_doyer
@bfmtv
@docteurpeb1
@arriettydubronx
@monique_barret
@verity_france
@zenon71647295
@blemontd

Top Replied-To in G3:
@ppmadrid
@maribel60780973
@manuelrico

Top Replied-To in G4:
@drelidavid
@claytravis
@aginnt
@johnson35lee
@star_reaching
@giuliogaia
@ladyonorato
@yakkstack

Top Replied-To in G5:
@meeekmelly
@martinkulldorff
@observator00
@mjb24681

Top Replied-To in G6:
@drkerrynphelps
@drshanerrr
@youarelobbylud
@michaelsfuhrer
@ragesheen
@chaminadejp
@washingtonpost
@jechalmers
@somarguerite
@yamane_patricia

Top Replied-To in G7:
@cmdott
@reuters
@dfisman
@candicebergenmp
@sweetasmaple71
@talk2oleary
@willboumabrant
@fordnation
@ontariohealthc
@avidascalu

Top Replied-To in G8:
@bren4bassetlaw
@borisjohnson
@covidjusticeuk
@oliverdowden
@traceyaplin1
@emmakennedy
@bassetlawcca
@rhonddabryant
@logicallorena
@deity_earth

Top Replied-To in G9:
@mpc_xetts
@loscharlos
@govkathyhochul
@evenspl
@aimhigheruk1
@celinegounder
@cdcgov
@liecatcher1

Top Replied-To in G10:
@aiannucci
@emmaandollie

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@drelidavid
@ftkzimula
@quicktake
@chrischirp
@borowskimike
@asthehospturns
@erikgruchet
@claytravis
@chuckcallesto

Top Mentioned in G1:
@aquino4congress
@cmdtecas12
@sugarcunt
@hazeloxford
@bee509
@sherrirosen
@ramvajpeyi
@merrionstreet
@joekiash

Top Mentioned in G2:
@borowskimike
@erikgruchet
@idrissaberkane
@banounhelene
@verity_france
@alainhoupert
@v_joron
@titeufstreet
@marc_doyer
@blemontd

Top Mentioned in G3:
@manuelrico
@fiscal_es
@julenbollain
@maribel60780973
@realmadrid
@julioo32075750
@ppmadrid
@elidh777yeb
@yosoysusan
@thais1986_

Top Mentioned in G4:
@drelidavid
@claytravis
@yakkstack
@william81714480
@loffredojeremy
@kahnkidz
@repleezeldin
@windoctorx
@epochtimes
@haylopez25

Top Mentioned in G5:
@chuckcallesto
@jessekellydc
@conceptualjames
@martinkulldorff
@jamesmelville
@gillianbateman5
@jamesbradleyca
@deanallisonmp
@meeekmelly
@shalomwaymaker1

Top Mentioned in G6:
@youarelobbylud
@1celiagreen
@ragesheen
@jreinermd
@drshanerrr
@peterhotez
@profmiketoole
@callingkellyr
@washingtonpost
@yaneerbaryam

Top Mentioned in G7:
@fordnation
@stevendelduca
@talk2oleary
@drnancyolivieri
@avidascalu
@dfisman
@ontariohealthc
@reuters
@julija9j
@esccalante1977

Top Mentioned in G8:
@borisjohnson
@bren4bassetlaw
@miffythegamer
@mrmkimber
@conservatives
@traceyaplin1
@secrettory12
@runopb
@covidjusticeuk
@fishgirls23

Top Mentioned in G9:
@cdcgov
@loscharlos
@us_fda
@sue31379894
@mamatigress22
@9898guitar
@fieldofgreeninc
@gerarddelaney39
@shelleywilson30
@corruptbritain

Top Mentioned in G10:
@chrischirp
@aiannucci
@writesbright
@dminghella
@chuckwurster
@danielandrewsmp
@timrread
@bylinetimes
@jkjeoneuphoria
@vicausmidwife

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@jornalistavitor
@americanair
@ptjasamarga
@temaglobal
@laredrevela
@interdifusion
@medicinehelp
@andyvermaut

Top Tweeters in G1:
@elnacionalweb
@infoitinterno
@ptjasamarga
@temaglobal
@laredrevela
@interdifusion
@medicinehelp
@andyvermaut
@moonbootica
@sindonews

Top Tweeters in G2:
@bfmtv
@brunedrot
@patureaumarie
@sandrafellous_
@debrouille92
@marcchastillon
@break08stephane
@chambssy
@mandrinvienne
@ebenyaakov

Top Tweeters in G3:
@kaluapiscis
@kizkikiz
@jabbastation
@guillemcristo
@jrealjavireal
@pedro6lugones96
@fcd78
@nomemi16
@francis08653864
@muchamerche

Top Tweeters in G4:
@yi_benevolence
@lauriemettier
@doctorsekzi
@metropulseusa
@tommienash4tn27
@tan123
@doembon
@epochtimes
@dalebow54243415
@hettinga

Top Tweeters in G5:
@steveg06322664
@cobbstevenj
@ss99mbs
@steven_m_scott
@opinionherehi
@carldevitt
@conceptualjames
@simonort3
@dianawr48476186
@yellowbird70

Top Tweeters in G6:
@joni_looking
@morgfair
@jodotcom
@myknittingwool
@washingtonpost
@fangpusskins
@maelysdervenn
@boeufblogginon
@dragonfly34343
@jenn1964hussey

Top Tweeters in G7:
@reuters
@merlinofcanada
@cmdott
@mikeggibbs
@donnadon9
@joyuslyfly
@johndotbastable
@downtownrob88
@djrothkopf
@nedajolie

Top Tweeters in G8:
@lesleygsmith3
@daphne_miles
@redflag3rd
@tsunami65
@fascinatorfun
@ravi2010mary
@aceswalling
@mimij9
@proudgranny24
@jones27_susan

Top Tweeters in G9:
@sddphoto
@snarky_op
@usatoday
@strixus
@chicprotagonist
@evenspl
@corruptbritain
@claireh37444648
@icansee534
@bazza73617427

Top Tweeters in G10:
@golwgymor
@boogwinchester
@philipjtaylor1
@sallymos
@stillawake
@andrew_s_hatton
@sweetie_tweeter
@yeswombat
@lindahurrell
@imelda_mairead