COVID, Twitter, 5/12/2022 2:10:02 PM, 276155


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COVID_2022-05-12_02-12-33.xlsx
COVID_2022-05-12_02-12-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
COVID via NodeXL https://bit.ly/3Pe6RUr
@repmtg
@augersmonster
@kit_yates_maths
@who
@yvonneshaw4
@newslist42
@lisa7053johanna
@martinkulldorff
@mdbreathe
@drsimonegold

Top hashtags:
#covid
#covid19
#covid_19
#longcovid
#10mayıs2022
#gates
#pfizer
#china
#44691

Description:
Description
The graph represents a network of 11,359 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 May 2022 at 09:27 UTC.

The requested start date was Thursday, 12 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 2-day, 0-hour, 3-minute period from Monday, 09 May 2022 at 12:16 UTC to Wednesday, 11 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 : 11359
Unique Edges : 6393
Edges With Duplicates : 11293
Total Edges : 17686
Number of Edge Types : 5
Retweet : 5208
MentionsInRetweet : 6095
Mentions : 2223
Tweet : 2935
Replies to : 1225
Self-Loops : 2974
Reciprocated Vertex Pair Ratio : 0.0049185703355558
Reciprocated Edge Ratio : 0.00978899282140526
Connected Components : 3232
Single-Vertex Connected Components : 951
Maximum Vertices in a Connected Component : 823
Maximum Edges in a Connected Component : 1704
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 9.917689
Graph Density : 7.12627430984622E-05
Modularity : 0.586418
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,359 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 May 2022 at 09:27 UTC.

The requested start date was Thursday, 12 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 2-day, 0-hour, 3-minute period from Monday, 09 May 2022 at 12:16 UTC to Wednesday, 11 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:
[15] https://www.dailyrecord.co.uk/news/politics/michelle-mone-faces-police-interview-26909928
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/some-patients-reporting-covid-rebounds-after-taking-pfizer-pills-2022-05-11/?taid=627ba8cdb2a94c00017f350b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.theepochtimes.com/covid-vaccines-may-bring-avalanche-of-neurological-disease_4454602.html?utm_source=healthnoe&utm_campaign=health-2022-05-11&utm_medium=email&est=oMWRUxLJcLwF8Qp%2FqM9qfmWq4028N%2B4kzNEhlLCO92ukZOkmQ9lbdnQF2KgsljsJhoV8MB4%3D
[8] https://revistaoeste.com/mundo/oms-critica-politica-de-combate-a-covid-na-china/
[8] https://trendingpolitics.com/fda-delivers-final-blow-to-covid-hysteria-its-time-for-americans-to-treat-it-like-the-flu-knab/?utm_source=ElWiz
[8] https://www.cnn.com/2022/05/09/us/lincoln-college-shutting-down-ransomware-attack/index.html
[7] https://www.lemonde.fr/planete/article/2022/05/11/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-en-commun-des-lundi_6125639_3244.html?utm_campaign=Lehuit&utm_medium=Social&utm_source=Twitter
[7] https://www.reuters.com/business/healthcare-pharmaceuticals/test-test-test-scientists-question-costly-mass-covid-checks-2022-05-10/
[6] https://www.tf1info.fr/sante/coronavirus-epidemie-de-covid-19-fin-du-port-du-masque-obligatoire-dans-les-transports-en-commun-metro-trains-le-lundi-16-mai-2219402.html?utm_medium=Social&utm_source=Twitter&Echobox=1652270892#xtor=CS5-113
[6] https://www.opindia.com/2022/05/bhopal-34-year-old-javed-khan-for-helping-covid-patients-booked-for-rape/

Top URLs in Tweet in G1:
[4] https://m.epochtimes.fr/letat-profond-travaillait-contre-trump-reponse-covid-19-ancien-conseiller-departement-de-sante-devoile-2021175.html
[3] https://www.ideal.es/andalucia/cien-ingresados-covid-andalucia-20220510133635-nt.html
[3] https://www.scmp.com/economy/economic-indicators/article/3177012/china-trade-export-growth-slows-imports-remain-flat?module=lead_hero_story&pgtype=homepage
[3] https://twitter.com/mediavenir/status/1524361713855995904
[2] https://www.ctvnews.ca/health/coronavirus/cognitive-impairment-from-long-covid-equivalent-to-aging-20-years-study-finds-1.5893922
[2] https://toutinfos.com/covid-19-nouvelles-restrictions-a-pekin-aux-airs-de-ville-fantome/
[2] https://www.niusdiario.es/sociedad/sanidad/inflamacion-covid-omicorn-adenovirus-causa-hepatitis-aguda-infantil-desconocida_18_3327196055.html?amp=true&utm_source=upday&utm_medium=referral
[2] https://www.who.int/news/item/05-05-2022-14.9-million-excess-deaths-were-associated-with-the-covid-19-pandemic-in-2020-and-2021
[2] https://twitter.com/NathanMackBrown/status/1523708249995939846
[2] https://www.theepochtimes.com/mkt_app/fda-americans-should-treat-covid-19-like-the-flu_4453370.html

Top URLs in Tweet in G2:
[1] https://www.reuters.com/world/us/us-house-approves-55-billion-new-covid-19-aid-restaurants-other-hard-hit-firms-2022-04-07/

Top URLs in Tweet in G3:
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-en-commun-a-partir-du-lundi-16-mai-annonce-olivier-veran_5131891.html#xtor=CS2-765-[twitter]-
[3] https://www.lefigaro.fr/vox/societe/un-scandale-nomme-covid-les-verites-de-l-epidemiologiste-laurent-toubiana-20220506
[3] https://www.washingtonpost.com/health/2022/04/29/covid-deaths-unvaccinated-boosters/?fbclid=IwAR3p-vIc4dn5v4sSQHRhztTW6Ps3R9bNtsqeyyXJebLj68bHipR8L5megyo
[2] https://planetes360.fr/une-etude-confirme-que-le-vaccin-covid-provoque-une-hepatite-auto-immune-severe/?feed_id=164339&_unique_id=6278e1b31c47f
[1] https://m.epochtimes.fr/nouvelle-etude-les-vaccins-covid-augmentent-de-25-le-risque-darret-cardiaque-chez-les-jeunes-2022035.html
[1] https://www.tf1info.fr/international/interview-covid-19-en-chine-a-shanghai-si-votre-enfant-etait-positif-vous-etiez-separes-un-francais-raconte-ses-51-jours-de-confinement-2219307.html?utm_medium=Social&utm_source=Twitter&Echobox=1652199327#xtor=CS5-113
[1] https://twitter.com/PetitTweeter/status/1524350783772413952
[1] https://blogs.mediapart.fr/michele-rivasi/blog/060522/les-contrats-de-vaccins-covid-19-mal-negocies-entre-l-europe-et-les-laboratoires
[1] https://www.covid-factuel.fr/2022/05/07/pfizer-et-les-tests-de-securite-fraude-scientifique/
[1] https://www.francetvinfo.fr/en-direct/

Top URLs in Tweet in G4:
[2] https://covid.cdc.gov/covid-data-tracker/#county-view?list_select_state=all_states&list_select_county=all_counties&data-type=Risk&null=Risk
[1] https://fortune.com/2022/05/08/surviving-pandemic-half-the-battle-long-covid-growing-public-health-crisis-could-affect-a-billion-in-just-a-few-years/
[1] https://www.psu.edu/news/research/story/how-many-people-get-long-covid-more-half-researchers-find/
[1] https://www.cnn.com/2022/05/06/health/hepatitis-kids-cdc-update/index.html
[1] https://public.tableau.com/app/profile/raj.rajnarayanan/viz/HospitalCapacity-USA/HospitalCapacity
[1] https://cidrap.umn.edu/news-perspective/2021/10/commentary-what-can-masks-do-part-1-science-behind-covid-19-protection
[1] https://cidrap.umn.edu/news-perspective/2021/10/commentary-what-can-masks-do-part-2-what-makes-good-mask-study-and-why-most
[1] https://abcnews.go.com/US/dr-fauci-wear-goggles-eye-shields-prevent-spread/story?id=72059055
[1] https://covid.cdc.gov/covid-data-tracker/#new-hospital-admissions
[1] https://twitter.com/watermelonpunch/status/1518603175858786304

Top URLs in Tweet in G6:
[3] https://www.dailymail.co.uk/news/article-10797969/Just-26-000-Brits-tested-positive-Covid-Friday-admissions-fall-again.html
[2] https://www.buzzfeednews.com/article/nidhiprakash/coronavirus-tests-covid-19-black
[2] https://www.thedailybeast.com/severe-covid-can-age-your-brain-by-20-years-and-knock-off-10-iq-points?source=twitter&via=desktop
[1] https://www.theguardian.com/society/2022/may/09/fourth-covid-jab-can-give-higher-immunity-than-initial-booster-study-finds?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.huffingtonpost.co.uk/entry/covid-is-there-a-cure-to-virus_uk_6278dde7e4b0b7c8f0867938
[1] https://www.washingtonpost.com/health/2022/05/09/mask-mandate-covid-cases/
[1] https://fortune.com/2022/05/08/surviving-pandemic-half-the-battle-long-covid-growing-public-health-crisis-could-affect-a-billion-in-just-a-few-years/
[1] https://www.cnn.com/2022/05/06/health/children-long-covid-wellness/index.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900271-7%2Ffulltext&rc=0
[1] https://twitter.com/myrabatchelder/status/1523080245137399808

Top URLs in Tweet in G7:
[2] https://www.ndtv.com/india-news/pulitzer-for-danish-siddiqui-3-others-for-indias-covid-deaths-pics-2961234
[1] https://bit.ly/398LLGy
[1] https://m.tribuneindia.com/news/features/vaccine-women-it-has-been-a-challenging-journey-for-these-four-scientists-392751
[1] https://cutt.ly/QHyFbAf
[1] https://twitter.com/nbsaphiermd/status/1524163959225520129
[1] https://www.commondreams.org/news/2022/05/03/complete-garbage-campaigners-blast-wto-alternative-covid-patent-waiver
[1] https://www.nytimes.com/2022/05/08/us/politics/covid-pills-global-aids-hiv.html?smid=url-copy
[1] https://abcn.ws/3N18GSA
[1] https://abcn.ws/3kOtAs6
[1] https://inthesetimes.com/article/trips-waiver-wto-biden-covid-vaccine-apartheid-south-africa-summit

Top URLs in Tweet in G8:
[4] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1
[1] https://twitter.com/Cpass12David/status/1524336843122225152
[1] https://www.gbnews.uk/news/fourth-covid-booster-significantly-increases-protection-study-suggests/290262
[1] https://www.forbes.com/sites/nataliewexler/2022/05/10/covid-era-babies-are-talking-less-signaling-future-reading-challenges/
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/test-test-test-scientists-question-costly-mass-covid-checks-2022-05-10/
[1] https://twitter.com/sajidjavid/status/1523304448629436416
[1] https://twitter.com/songpinganq/status/1523865270724423680/video/1
[1] https://www.reuters.com/world/middle-east/israeli-study-shows-4th-shot-covid-19-vaccine-not-able-block-omicron-2022-01-17/
[1] https://twitter.com/LGalloway77/status/1523902467154616320
[1] https://twitter.com/PJeffcock/status/1524348523596201984

Top URLs in Tweet in G9:
[2] https://t.me/+5SZPNgvX1os3MmY8
[1] https://twitter.com/imbalaska/status/1523770557967216640
[1] https://childrenshealthdefense.org/defender/fda-limits-j-j-vaccine-blood-clotting-disorder/

Top URLs in Tweet in G10:
[3] https://newsbeezer.com/israeleng/study-suggests-severe-obesity-attenuates-antibody-response-to-covid-19-vaccines/
[2] https://twitter.com/realmonsanto/status/1523272349839413248
[1] https://nordot.app/896906601515483136?c=39546741839462401
[1] https://twitter.com/BillGates/status/1524142708628934656
[1] https://twitter.com/dlscott1111/status/1524042970584043523
[1] https://twitter.com/SaiKate108/status/1523848353972334592
[1] https://aaronkheriaty.substack.com/p/the-public-health-prophet-we-did?utm_source=twitter
[1] https://cnn.it/3vWqTLv

Top Domains
Top Domains in Tweet in Entire Graph:
[335] twitter.com
[70] co.uk
[52] reuters.com
[31] trib.al
[30] youtube.com
[26] theguardian.com
[24] bit.ly
[22] com.br
[21] substack.com
[20] francetvinfo.fr

Top Domains in Tweet in G1:
[108] twitter.com
[11] co.uk
[8] com.br
[6] theguardian.com
[6] com.ar
[6] francetvinfo.fr
[5] scmp.com
[4] gov.uk
[4] ctvnews.ca
[4] epochtimes.fr

Top Domains in Tweet in G2:
[1] reuters.com

Top Domains in Tweet in G3:
[7] francetvinfo.fr
[6] planetes360.fr
[3] lefigaro.fr
[3] washingtonpost.com
[1] epochtimes.fr
[1] tf1info.fr
[1] twitter.com
[1] mediapart.fr
[1] covid-factuel.fr
[1] nationaltimesaustralia.com

Top Domains in Tweet in G4:
[6] cdc.gov
[4] twitter.com
[3] umn.edu
[2] fortune.com
[1] psu.edu
[1] cnn.com
[1] tableau.com
[1] go.com
[1] mcknights.com
[1] politicalflare.com

Top Domains in Tweet in G6:
[4] co.uk
[2] buzzfeednews.com
[2] thedailybeast.com
[1] theguardian.com
[1] washingtonpost.com
[1] fortune.com
[1] cnn.com
[1] elsevierhealth.com
[1] twitter.com
[1] trib.al

Top Domains in Tweet in G7:
[2] abcn.ws
[2] ndtv.com
[1] bit.ly
[1] tribuneindia.com
[1] cutt.ly
[1] twitter.com
[1] commondreams.org
[1] nytimes.com
[1] inthesetimes.com

Top Domains in Tweet in G8:
[5] twitter.com
[4] youtube.com
[2] reuters.com
[1] gbnews.uk
[1] forbes.com

Top Domains in Tweet in G9:
[2] t.me
[1] twitter.com
[1] childrenshealthdefense.org

Top Domains in Tweet in G10:
[5] twitter.com
[3] newsbeezer.com
[1] nordot.app
[1] substack.com
[1] cnn.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[210] covid
[154] covid19
[52] covid_19
[47] longcovid
[30] 10mayıs2022
[29] gates
[26] pfizer
[25] china
[23] 44691
[21] produciresindependencia



Top Hashtags in Tweet in G1:
[47] covid
[31] covid19
[14] covid_19
[6] trending
[6] crypto
[6] coronavirus
[5] medical
[5] health
[5] news
[5] china

Top Hashtags in Tweet in G3:
[15] vax
[6] pfizergate
[2] thread
[2] pfizer
[1] bidencrimefamilly
[1] covid

Top Hashtags in Tweet in G4:
[18] longcovid
[6] covid
[6] covid19
[4] hepatitis
[2] maskmandates
[2] disabled
[1] covidisnotover
[1] maskupon
[1] gridiron
[1] dc

Top Hashtags in Tweet in G5:
[20] noolvidamos

Top Hashtags in Tweet in G6:
[7] mecfs
[3] longcovid
[3] suegrayreport
[3] russiareport
[2] covid
[2] immunizeunder5s
[2] chi2022
[1] covid19bc
[1] johnsonout106
[1] endracism

Top Hashtags in Tweet in G7:
[5] covidwarriors
[5] pulitzerprize
[3] covid
[2] neetpg2022
[2] tripswaiver
[2] hybridmodeshouldbechoice
[2] cpgrams
[1] covidheroes
[1] covid19
[1] sharethescience

Top Hashtags in Tweet in G8:
[3] covid19
[2] covid
[2] covidinquiry
[1] torycriminalsunfittogovern
[1] johnsonout107
[1] johnsonout
[1] partygate
[1] suegrayreportnow
[1] nhs
[1] shanghai

Top Hashtags in Tweet in G10:
[1] mrna
[1] fearporn

Top Words
Top Words in Tweet in Entire Graph:
[7764] covid
[1628] 19
[598] more
[573] people
[371] long
[360] ukraine
[352] pandemic
[341] one
[309] क
[302] health

Top Words in Tweet in G1:
[913] covid
[263] 19
[48] #covid
[42] people
[42] cases
[38] more
[38] positive
[35] vaccine
[33] china
[32] pandemic

Top Words in Tweet in G2:
[228] covid
[227] buy
[225] repmtg
[217] more
[216] american
[215] biden
[215] spend
[215] 40b
[215] ukraine
[215] 10b

Top Words in Tweet in G3:
[150] covid
[80] plus
[37] ministre
[36] admet
[34] santé
[34] l'oms
[33] justice
[32] cour
[29] suprême
[29] flobga

Top Words in Tweet in G4:
[101] covid
[46] long
[30] people
[24] drericding
[21] transmission
[21] make
[19] drtomfrieden
[19] 10
[18] #longcovid
[18] test

Top Words in Tweet in G5:
[185] hoy
[185] días
[165] manuelrico
[132] hospital
[124] gobierno
[124] residentes
[120] ayuso
[120] aprobó
[120] protocolo
[120] impedía

Top Words in Tweet in G6:
[126] covid
[20] people
[20] ok
[18] danielgoyal
[18] government
[16] risk
[16] safe
[16] one
[15] don
[15] those

Top Words in Tweet in G7:
[58] covid
[18] narendramodi
[16] potus
[16] क
[15] pmoindia
[11] need
[11] white
[11] house
[10] vaccines
[9] म

Top Words in Tweet in G8:
[67] covid
[18] didn
[16] day
[15] vaccine
[14] people
[13] gbnews
[11] essexpr
[10] restrictions
[10] data
[9] clear

Top Words in Tweet in G9:
[60] breaking
[57] pfizer
[54] taking
[54] covid
[53] down
[52] gofundme
[50] shut
[50] campaign
[50] raise
[50] money

Top Words in Tweet in G10:
[107] covid
[36] vaccinated
[34] universities
[34] hospitals
[33] martinkulldorff
[33] mandating
[33] recovered
[33] staff
[33] denied
[33] natural

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1600] covid,19
[274] long,covid
[225] more,covid
[221] 40b,ukraine
[221] baby,formula
[218] biden,spend
[218] spend,40b
[218] ukraine,10b
[218] 10b,more
[218] covid,meanwhile

Top Word Pairs in Tweet in G1:
[256] covid,19
[19] long,covid
[18] zero,covid
[17] positive,covid
[16] obligatoire,transports
[15] tested,positive
[15] contra,covid
[14] sera,plus
[14] plus,obligatoire
[12] 16,mai

Top Word Pairs in Tweet in G2:
[215] biden,spend
[215] spend,40b
[215] 40b,ukraine
[215] ukraine,10b
[215] 10b,more
[215] more,covid
[215] covid,meanwhile
[215] meanwhile,american
[215] american,mother
[215] mother,buy

Top Word Pairs in Tweet in G3:
[34] l'oms,admet
[31] ministre,santé
[29] cour,suprême
[28] l'espagne,désormais
[28] désormais,9e
[28] 9e,pays
[28] pays,poursuivre
[28] poursuivre,ministre
[28] santé,justice
[28] justice,gagner

Top Word Pairs in Tweet in G4:
[21] long,covid
[17] test,positivity
[17] positivity,rate
[17] rate,covid
[17] covid,ticked
[17] ticked,10
[17] 10,indicates
[17] indicates,increased
[17] increased,transmission
[17] transmission,make

Top Word Pairs in Tweet in G5:
[165] manuelrico,hoy
[120] días,gobierno
[120] gobierno,ayuso
[120] ayuso,aprobó
[120] aprobó,protocolo
[120] protocolo,impedía
[120] impedía,trasladar
[120] trasladar,hospital
[120] hospital,residentes
[116] residentes,vulnerab

Top Word Pairs in Tweet in G6:
[9] called,12
[9] 12,dental
[9] dental,offices
[9] offices,today
[9] today,find
[9] find,covid
[9] covid,safe
[9] safe,one
[9] one,100
[9] 100,take

Top Word Pairs in Tweet in G7:
[11] white,house
[8] virtual,summit
[7] danish,siddiqui
[6] pm,narendramodi
[6] narendramodi,participate
[6] participate,second
[6] second,global
[6] global,covid
[6] covid,virtual
[6] summit,12

Top Word Pairs in Tweet in G8:
[9] clear,day
[9] day,restrictions
[9] restrictions,didn
[9] didn,alter
[9] alter,covid
[9] covid,data
[9] data,didn
[9] didn,scientist
[9] scientist,professor
[8] essexpr,clear

Top Word Pairs in Tweet in G9:
[50] breaking,gofundme
[50] gofundme,shut
[50] shut,down
[50] down,campaign
[50] campaign,raise
[50] raise,money
[50] money,year
[50] year,old
[50] old,girl
[50] girl,injured

Top Word Pairs in Tweet in G10:
[33] mandating,covid
[33] covid,recovered
[33] recovered,staff
[33] staff,vaccinated
[33] vaccinated,universities
[33] universities,hospitals
[33] hospitals,denied
[33] denied,natural
[33] natural,immunity
[33] immunity,infection

Top Replied-To
Top Replied-To in Entire Graph:
@nathanmackbrown
@moriartylab
@pulte
@ashishkjha46
@mediavenir
@jmcrookston
@gbnews
@newsmax
@cnn
@nathaliejacoby1

Top Replied-To in G2:
@petetressel

Top Replied-To in G3:
@drelidavid
@stephaniedhose
@onclefetide
@flobga
@lapinkres
@a__samedi
@contrelesondes

Top Replied-To in G4:
@ashishkjha46
@lisa_iannattone
@thevelvetdays
@loscharlos
@ms_butterfly03
@shellymboulder
@drericding
@dankdr_
@whcos
@aslavitt

Top Replied-To in G6:
@kit_yates_maths
@mayteglezb
@barrygadbois
@nelliediamond
@hilarydkoch
@silver_eliana
@scorpsistah

Top Replied-To in G7:
@potus
@farhanzahir123
@neetupratab
@hodgetwins
@jim_jordan
@rodney_d_pumas
@aiimsu
@ndtv
@markgirling7

Top Replied-To in G8:
@gbnews
@berniespofforth
@mike_fabricant
@rishisunak
@echofarage
@essexpr
@bracewellmr
@keir_starmer
@borisjohnson
@kateferguson4

Top Replied-To in G9:
@lisa7053johanna
@madsmelbourne
@rorystewartuk

Top Replied-To in G10:
@billgates
@cpho_canada
@martinkulldorff
@thevivafrei
@akheriaty

Top Mentioned
Top Mentioned in Entire Graph:
@repmtg
@manuelrico
@hammad_azhar
@emmakennedy
@datguy_demike
@drsimonegold
@drfrascatore
@mdbreathe
@davidwr24336142
@cernovich

Top Mentioned in G1:
@housemedicinal
@of_cardiology
@psicopolitico19
@elioalmaguer2
@sabri112019
@kryptolinks_de
@ommcomnews
@higgins3corp
@theceopub

Top Mentioned in G2:
@repmtg
@rdrhwke
@columbiabugle

Top Mentioned in G3:
@flobga
@drelidavid
@jgalt485
@verity_france
@lerouxarthur10
@3r22rwefnadian
@franceinfo
@nath29021
@lmucchielli
@planetes360

Top Mentioned in G4:
@drericding
@drtomfrieden
@thevelvetdays
@jreinermd
@ashishkjha46
@cdcgov
@deverdadera1
@lisa_iannattone
@long_covid
@realtuckfrumper

Top Mentioned in G5:
@manuelrico
@fiscal_es
@antoniolr11

Top Mentioned in G6:
@danielgoyal
@kit_yates_maths
@danaparish
@joaquinlife
@hilarydkoch
@ckaczocha1
@davemconte
@ebonyjhilton_md
@heartsfbaseball
@abraarkaran

Top Mentioned in G7:
@narendramodi
@pmoindia
@potus
@joebiden
@mansukhmandviya
@drasmalhi
@meaindia
@abdullah_0mar
@wto
@drdatta_aiims

Top Mentioned in G8:
@essexpr
@borisjohnson
@gbnews
@berniespofforth
@keir_starmer
@durhampolice
@sajidjavid
@nikpet1
@hospiceninja
@ladyrebecca_1

Top Mentioned in G9:
@drsimonegold
@rorystewartuk
@lisa7053johanna
@jgademski
@madsmelbourne
@robertkennedyjr
@oturisk
@gofundme
@hereforr
@vintagedrummer7

Top Mentioned in G10:
@martinkulldorff
@billgates
@denisrancourt
@drjbhattacharya
@sandybeachpd
@thevivafrei
@cpho_canada
@amasehimika147
@golden_pup
@akheriaty

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@jornalistavitor
@tesco
@kompascom
@detikcom
@chidambara09
@afropages
@portaldiarioar
@andyvermaut
@falconhamada_90

Top Tweeters in G1:
@infoitinterno
@kompascom
@afropages
@portaldiarioar
@andyvermaut
@rotadatos
@newsoneplace
@elpoliticonews
@bisniscom
@7b73f39b85e1415

Top Tweeters in G2:
@patriotmarie70
@davidthomas38
@danyellh1
@ginap4462
@rdrhwke
@mremmulp
@wildnmild4u
@ritamiller2001
@karenann915
@truthwins4ever

Top Tweeters in G3:
@altai_armande
@rosyjour
@yvespdb
@talullabellefle
@eric_vds
@patureaumarie
@nouveau_papy
@franceinfo
@momotoutcourt
@cherielle100

Top Tweeters in G4:
@mcnejames
@realtuckfrumper
@queenbeeaxs
@charles_gaba
@juliabhaber
@meatballmom2
@lovelylanvin
@doritmi
@sarni66
@realfactsvsfake

Top Tweeters in G5:
@durobelinda
@esthercld
@luisjaviersanj2
@prespiputa
@hasta_los_cocos
@teresacortes18
@garciaenri
@beatrizbandera3
@sizzi58
@franchogamo

Top Tweeters in G6:
@sandradunn1955
@badwebsites
@thedailybeast
@cmodowd
@andreww66619812
@schenhayes
@nymag
@kmqkatie
@drennonkay
@neildavodavies1

Top Tweeters in G7:
@thehill
@ndtv
@bavyeshpolitics
@pib_india
@sonu74m
@nfl
@bjp4india
@hindunatl
@dhuvanirmal
@johndav57750376

Top Tweeters in G8:
@marymobelfast
@mikestockmusic
@allanukscotland
@godfrey28482926
@essexpr
@miasertima
@sylphonian
@owenjones84
@tobyontv
@mrjamesob

Top Tweeters in G9:
@jpck72
@insidecroydon
@panolan2
@kingwolf84
@margmopp
@vintagedrummer7
@ericinfotech
@liveazores
@pizdapalace
@lauriebolen1

Top Tweeters in G10:
@elizbethlmaness
@denise_snively
@cnnee
@happyfinko
@pjmugs
@crazycdn123
@thelucky7smokes
@loveakym
@iharding51
@hstowit