Coronavirus, Twitter, 8/26/2022 9:40:39 AM, 280730


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Coronavirus_2022-08-26_01-47-26.xlsx
Coronavirus_2022-08-26_01-47-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 26, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3clbiOy
@nytimes
@cerfiafr
@repdonbeyer
@pink_roses4u
@gesetzdestages
@marcobuschmann
@arghtee1er
@lindyli
@karl_lauterbach
@roadmaster1253

Top hashtags:
#coronavirus
#covid19
#sida
#varioledusinge
#prevención
#covid
#covid_19

Description:
Description
The graph represents a network of 8,415 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 09:07 UTC.

The requested start date was Friday, 26 August 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, 1-hour, 25-minute period from Tuesday, 23 August 2022 at 11:00 UTC to Thursday, 25 August 2022 at 12:25 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 : 8415
Unique Edges : 3950
Edges With Duplicates : 12060
Total Edges : 16010
Number of Edge Types : 5
Retweet : 5312
MentionsInRetweet : 5952
Replies to : 844
Mentions : 1887
Tweet : 2015
Self-Loops : 2150
Reciprocated Vertex Pair Ratio : 0.00261574679571018
Reciprocated Edge Ratio : 0.00521784503000261
Connected Components : 1683
Single-Vertex Connected Components : 750
Maximum Vertices in a Connected Component : 1048
Maximum Edges in a Connected Component : 2218
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.746689
Graph Density : 0.000108271009709788
Modularity : 0.513952
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,415 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 09:07 UTC.

The requested start date was Friday, 26 August 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, 1-hour, 25-minute period from Tuesday, 23 August 2022 at 11:00 UTC to Thursday, 25 August 2022 at 12:25 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 : Coronavirus
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:
[221] https://newsdigest.jp/pages/coronavirus/
[56] https://www.casaitaliaradio.com/
[49] https://ourworldindata.org/explorers/coronavirus-data-explorer?facet=none&Interval=6-month+rolling+total&Relative+to+Population=true&Color+by+test+positivity=false&country=USA~ITA~CAN~DEU~GBR~FRA~JPN&Metric=Vaccine+doses
[41] https://jp.reuters.com/article/health-coronavirus-vaccine-pfizer-idJPKBN2PT1CD
[36] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2022-08%2Fbundesregierung-regierungsflieger-coronavirus-maskenpflicht
[34] https://projects.propublica.org/coronavirus/bailouts/
[27] https://jp.reuters.com/article/health-coronavirus-northkorea-idJPKBN2PV0H4?taid=630760c5eda86d0001ce0e86&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[26] https://www3.nhk.or.jp/news/special/coronavirus/data/
[25] https://www.politico.com/amp/news/2020/07/14/donald-trump-coronavirus-farmer-bailouts-359932
[24] https://www.washingtonpost.com/health/2022/08/22/coronavirus-immune-response-boosters/

Top URLs in Tweet in G1:
[17] https://www.letsgetchecked.com/home-coronavirus-test/?irgwc=1&clickid=&utm_source=impact&utm_medium=affiliates&utm_campaign=8695&utm_content=Travel%20_BANNER_1200x1200&utm_term=362137_
[15] https://www3.nhk.or.jp/news/special/coronavirus/data/
[12] https://www.tribunapalencia.com/noticias/302147/coronavirus-en-palencia-el-n-mero-de-contagios-desciende-y-no-se-han-producido-defunciones
[8] https://www.washingtonpost.com/health/2022/08/22/coronavirus-immune-response-boosters/
[5] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2022-08%2Fbundesregierung-regierungsflieger-coronavirus-maskenpflicht
[5] https://www3.nhk.or.jp/news/special/coronavirus/data/?utm_int=special_contents_list-items_045
[5] https://www.jpost.com/health-and-wellness/coronavirus/article-715514
[4] https://www.theguardian.com/world/2022/aug/23/twice-as-many-people-died-with-covid-in-uk-this-summer-compared-with-2021
[4] https://projects.propublica.org/coronavirus/bailouts/
[4] https://www.huffpost.com/entry/coronavirus-outbreak-trump-interference_n_63067eb4e4b00c150d6762f2

Top URLs in Tweet in G2:
[4] https://www.i24news.tv/fr/actu/coronavirus/1661424953-coronavirus-le-medicament-paxlovid-reduit-la-mortalite-de-80-etude-israelienne?utm_medium=Social&utm_source=Twitter#Echobox=1661429301
[2] https://www.i24news.tv/fr/actu/coronavirus/1661228022-une-bonne-activite-physique-semble-limiter-les-risques-lies-au-covid?utm_medium=Social&utm_source=Twitter#Echobox=1661228506
[1] https://twitter.com/cerfiafr/status/1562405610855047169

Top URLs in Tweet in G4:
[27] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2022-08%2Fbundesregierung-regierungsflieger-coronavirus-maskenpflicht
[19] https://www.gesetze-im-internet.de/ifsg/__28b.html
[13] https://www.gesetze-im-internet.de/ifsg/__28a.html
[3] https://www.baua.de/DE/Themen/Arbeitsgestaltung-im-Betrieb/Coronavirus/FAQ/PSA-FAQ-24.html
[3] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwirtschaft%2Funternehmen%2F2022-08%2Fcoronavirus-lufthansa-abschaffung-maskenpflicht-flugzeug
[3] https://www.saechsische.de/coronavirus/tod-in-dresdner-pflegeheim-uns-wurde-der-abschied-gestohlen-5747091-plus.html
[3] https://www.baua.de/DE/Themen/Arbeitsgestaltung-im-Betrieb/Coronavirus/FAQ/PSA-FAQ-24.html#:~:text=Als%20Anhaltswert%20wird%20in%20der,Erholungsdauer%20von%2030%20Minuten%20angegeben
[2] https://civey.com/umfragen/21292/sollte-es-ihrer-meinung-nach-eine-allgemeine-impfpflicht-gegen-das-coronavirus-in-deutschland-geben
[2] https://www.t-online.de/gesundheit/krankheiten-symptome/coronavirus/id_100043330/neues-infektionsschutzgesetz-so-stolpert-deutschland-in-den-dritten-corona-herbst.html
[2] https://www.spiegel.de/politik/deutschland/corona-lauterbach-und-buschmann-zum-neuen-infektionsschutzgesetz-livestream-a-746a198d-3fd7-428f-99a4-3e3b1c1e1e23

Top URLs in Tweet in G5:
[23] https://www.politico.com/amp/news/2020/07/14/donald-trump-coronavirus-farmer-bailouts-359932
[16] https://projects.propublica.org/coronavirus/bailouts/
[14] https://www.washingtonpost.com/business/2020/06/11/trump-administration-wont-say-who-got-511-billion-taxpayer-backed-coronavirus-loans/
[13] https://www.politico.com/news/2020/07/14/donald-trump-coronavirus-farmer-bailouts-359932
[12] https://www.chron.com/coronavirus/article/Ted-Cruz-billionaire-donors-COVID-19-relief-money-15836142.php
[11] https://slate.com/news-and-politics/2021/02/lancet-study-40-percent-u-s-covid-19-coronavirus-deaths-avoidable-unnecessary.html
[7] https://www.independent.co.uk/news/world/americas/us-politics/trump-fauci-fox-news-coronavirus-b1823118.html
[3] https://projects.propublica.org/coronavirus/bailouts/loans/ben-shapiro-3071847403
[2] https://www.reuters.com/article/us-health-coronavirus-usa-airlines-idUSKBN26R3I8
[2] https://www.foxnews.com/politics/several-house-lawmakers-benefit-from-coronavirus-ppp-loans-report

Top URLs in Tweet in G6:
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/no-cost.html
[1] https://projects.propublica.org/coronavirus/bailouts/loans/taylor-commercial-inc-1932537103
[1] https://twitter.com/Acyn/status/1562530929838436355
[1] https://www.traviscountytx.gov/40KYourWay
[1] https://www.vaccines.gov/search/
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/about-variants.html

Top URLs in Tweet in G7:
[2] https://trib.al/9yjHNDJ
[2] https://www.politico.com/news/2020/07/14/donald-trump-coronavirus-farmer-bailouts-359932
[2] https://www.politico.com/amp/news/2020/07/14/donald-trump-coronavirus-farmer-bailouts-359932
[1] https://nyti.ms/3QG3HJo
[1] https://nyti.ms/3R6To0C
[1] https://nytimes.com/2020/03/28/technology/coronavirus-fauci-trump-conspiracy-target.html
[1] https://twitter.com/TomFitton/status/1241468836882284544

Top URLs in Tweet in G8:
[1] https://www.theguardian.com/world/2022/aug/21/covid-is-over-attitude-may-threaten-autumn-booster-uptake-england-scientists
[1] https://thebulletin.org/2022/08/nih-to-terminate-ecohealth-alliance-grant-after-its-wuhan-partners-refuse-to-deliver-information-on-coronavirus-studies/
[1] https://www.indiatoday.in/coronavirus-outbreak/story/why-hcq-ivermectin-dropped-india-covid-treatment-protocol-1857306-2021-09-26
[1] https://www.reuters.com/article/uk-factcheck-covid-vaccine/fact-check-the-mrna-coronavirus-vaccine-is-a-vaccine-and-it-is-designed-to-prevent-illness-idUSKBN2AM0SS
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/covid-long-haulers-long-term-effects-of-covid19

Top URLs in Tweet in G9:
[3] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-une-etude-francaise-souligne-le-lien-entre-pollution-de-l-air-et-mortalite-du-virus-f9d77950-22b7-11ed-85c1-f5e38838383e?utm_medium=Social&utm_source=Twitter#Echobox=1661248158
[2] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-huitieme-vague-nouveau-variant-quatre-scenarios-pour-cet-automne-3b9e0102-1fc9-11ed-b73d-c186b65f3ccb
[1] https://lecourrierdesstrateges.fr/2022/08/24/avec-quelles-techniques-de-marketing-macron-nous-vend-il-la-guerre-contre-la-russie-par-eric-verhaeghe/
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizer-says-covid-treatment-paxlovid-fails-prevent-infection-household-members-2022-04-29/?taid=626c5c645d112f0001478469&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://www.nature.com/articles/s42003-022-03189-z
[1] https://www.xavier-bazin.fr/coronavirus-et-sida-la-bombe-du-pr-luc-montagnier/
[1] https://www.cdcfoundation.org/blog/public-health-week-tiktok-donates-15-million-support-frontline-public-health-workers-coronavirus
[1] https://www.nbcnewyork.com/news/coronavirus/limited-quarantining-no-test-to-stay-ny-adopts-cdc-school-guidance/3833773/

Top Domains
Top Domains in Tweet in Entire Graph:
[275] blogspot.com
[222] newsdigest.jp
[138] reuters.com
[128] twitter.com
[114] propublica.org
[96] ourworldindata.org
[91] or.jp
[78] ctvnews.ca
[58] washingtonpost.com
[56] casaitaliaradio.com

Top Domains in Tweet in G1:
[39] twitter.com
[38] or.jp
[19] letsgetchecked.com
[16] reuters.com
[16] com.br
[14] ctvnews.ca
[13] co.uk
[13] washingtonpost.com
[13] youtube.com
[12] tribunapalencia.com

Top Domains in Tweet in G2:
[6] i24news.tv
[1] twitter.com

Top Domains in Tweet in G4:
[38] zeit.de
[32] gesetze-im-internet.de
[6] baua.de
[3] saechsische.de
[2] civey.com
[2] twitter.com
[2] t-online.de
[2] spiegel.de
[1] mpg.de
[1] focus.de

Top Domains in Tweet in G5:
[39] politico.com
[23] propublica.org
[15] washingtonpost.com
[12] chron.com
[11] slate.com
[7] co.uk
[4] reuters.com
[3] huffpost.com
[2] businessinsider.com
[2] foxnews.com

Top Domains in Tweet in G6:
[4] cdc.gov
[1] propublica.org
[1] twitter.com
[1] traviscountytx.gov
[1] vaccines.gov

Top Domains in Tweet in G7:
[4] politico.com
[2] trib.al
[2] nyti.ms
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G8:
[1] theguardian.com
[1] thebulletin.org
[1] indiatoday.in
[1] reuters.com
[1] hopkinsmedicine.org

Top Domains in Tweet in G9:
[5] ouest-france.fr
[1] lecourrierdesstrateges.fr
[1] reuters.com
[1] nature.com
[1] xavier-bazin.fr
[1] cdcfoundation.org
[1] nbcnewyork.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1600] coronavirus
[877] covid19
[695] sida
[695] varioledusinge
[374] prevención
[353] covid
[292] covid_19
[227] covidー19
[188] 新型コロナウイルス
[154] toquedequeda



Top Hashtags in Tweet in G1:
[197] coronavirus
[103] covid19
[18] covid
[14] covidtest
[14] ad
[13] code
[12] discountcode
[12] medical
[11] corona
[11] letsgetchecked

Top Hashtags in Tweet in G2:
[692] sida
[692] coronavirus
[692] varioledusinge
[1] espagne
[1] pasdechance
[1] covid19
[1] covid
[1] monkeypox
[1] monkeypoxvirus

Top Hashtags in Tweet in G3:
[374] prevención
[34] encrecimientoeconomico
[32] 24ago
[31] 25ago
[17] gaesmerida
[11] covid19
[6] uria42aragua
[6] 23ago
[5] encrecimientoeconómico
[5] venezuelaencrecimiento

Top Hashtags in Tweet in G4:
[109] bundespressekonferenz
[21] maskengate
[5] lufthansa
[3] gesetzderschande
[2] spikevax
[2] moderna
[2] coronavirus
[2] maskenpflicht
[2] corona
[1] fdp

Top Hashtags in Tweet in G5:
[1] studentloanforgiveness
[1] biden
[1] covid
[1] covid19
[1] coronavirus
[1] neverforget

Top Hashtags in Tweet in G6:
[2] covid19vaccines
[1] 40kyourway

Top Hashtags in Tweet in G9:
[61] russie
[2] coronavirus
[1] vaccin
[1] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[2289] coronavirus
[1600] #coronavirus
[1054] covid
[876] #covid19
[735] cerfiafr
[714] 36
[703] été
[701] ans
[700] fois
[699] même

Top Words in Tweet in G1:
[404] coronavirus
[197] #coronavirus
[184] covid
[112] 19
[103] #covid19
[61] cases
[47] casos
[41] क
[36] 24
[32] pandemic

Top Words in Tweet in G2:
[735] cerfiafr
[692] fois
[692] #sida
[692] #coronavirus
[692] #varioledusinge
[691] flash
[691] italien
[691] 36
[691] ans
[691] été

Top Words in Tweet in G3:
[380] centro
[374] #prevención
[374] acude
[374] inmunización
[374] cercano
[374] domicilio
[374] lugar
[374] trabajo
[374] ponte
[374] vacuna

Top Words in Tweet in G4:
[130] immer
[122] marcobuschmann
[109] erweckt
[109] #bundespressekonferenz
[109] ernsthaft
[109] wahrheitswidrigen
[109] eindruck
[108] mz_storymakers
[108] würd
[49] coronavirus

Top Words in Tweet in G5:
[73] lindyli
[65] absolutely
[63] nauseating
[63] taxpayer
[63] dollars
[63] funding
[63] organization
[63] seeks
[63] destroy
[63] bodily

Top Words in Tweet in G6:
[209] loan
[208] marjorie
[208] taylor
[208] greene's
[208] construction
[208] company
[208] received
[208] 180
[208] 000
[208] ppp

Top Words in Tweet in G7:
[207] nytimes
[202] coronavirus
[186] data
[184] manager
[183] rebekah
[183] jones
[183] former
[183] ron
[183] florida
[182] matt

Top Words in Tweet in G8:
[3] covid
[3] mcfunny
[3] kstateturk
[2] jengleruk
[2] really
[2] terrible
[2] wouldn
[2] over
[2] idea
[2] threaten

Top Words in Tweet in G9:
[64] contre
[61] guerre
[61] #russie
[61] marche
[61] amenée
[61] par
[61] propagande
[61] habile
[61] utilise
[61] mêmes

Top Words in Tweet in G10:
[250] esse
[125] não
[125] deixem
[125] cair
[125] esquecimento
[125] vídeo
[125] ainda
[125] bem
[125] natureza
[125] criou

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[696] été,testé
[696] testé,positif
[695] italien,36
[695] 36,ans
[695] ans,été
[695] positif,fois
[695] #sida,#coronavirus
[695] #coronavirus,#varioledusinge
[694] fois,#sida
[694] #varioledusinge,même

Top Word Pairs in Tweet in G1:
[107] covid,19
[30] #coronavirus,#covid19
[19] contra,coronavirus
[16] #covid19,#coronavirus
[16] coronavirus,cases
[14] casos,coronavirus
[14] need,#covidtest
[13] coronavirus,pandemic
[13] número,contagios
[13] #code,ailsa30

Top Word Pairs in Tweet in G2:
[692] #sida,#coronavirus
[692] #coronavirus,#varioledusinge
[691] flash,italien
[691] italien,36
[691] 36,ans
[691] ans,été
[691] été,testé
[691] testé,positif
[691] positif,fois
[691] fois,#sida

Top Word Pairs in Tweet in G3:
[374] #prevención,acude
[374] acude,centro
[374] centro,inmunización
[374] inmunización,cercano
[374] cercano,domicilio
[374] domicilio,lugar
[374] lugar,trabajo
[374] trabajo,ponte
[374] ponte,vacuna
[297] vtvcanal8,#prevención

Top Word Pairs in Tweet in G4:
[109] marcobuschmann,erweckt
[109] erweckt,#bundespressekonferenz
[109] #bundespressekonferenz,ernsthaft
[109] ernsthaft,immer
[109] immer,wahrheitswidrigen
[109] wahrheitswidrigen,eindruck
[108] mz_storymakers,marcobuschmann
[108] eindruck,würd
[37] schutzmaßnahmen,verhinderung
[34] verhinderung,verbreitung

Top Word Pairs in Tweet in G5:
[63] absolutely,nauseating
[63] nauseating,taxpayer
[63] taxpayer,dollars
[63] dollars,funding
[63] funding,organization
[63] organization,seeks
[63] seeks,destroy
[63] destroy,bodily
[63] bodily,autonomy
[62] lindyli,absolutely

Top Word Pairs in Tweet in G6:
[208] marjorie,taylor
[208] taylor,greene's
[208] greene's,construction
[208] construction,company
[208] company,received
[208] received,180
[208] 180,000
[208] 000,ppp
[208] ppp,loan
[208] loan,federal

Top Word Pairs in Tweet in G7:
[184] coronavirus,data
[184] data,manager
[183] rebekah,jones
[183] jones,former
[183] former,coronavirus
[182] nytimes,rebekah
[182] matt,gaetz
[181] manager,clashed
[181] clashed,gov
[181] gov,ron

Top Word Pairs in Tweet in G8:
[2] really,terrible
[2] terrible,wouldn
[2] wouldn,covid
[2] covid,over
[2] over,idea
[2] idea,threaten
[2] threaten,booster
[2] booster,uptake
[2] uptake,england
[2] england,scientists

Top Word Pairs in Tweet in G9:
[61] guerre,contre
[61] contre,#russie
[61] #russie,marche
[61] marche,amenée
[61] amenée,par
[61] par,propagande
[61] propagande,habile
[61] habile,utilise
[61] utilise,mêmes
[61] mêmes,techniques

Top Word Pairs in Tweet in G10:
[125] não,deixem
[125] deixem,cair
[125] cair,esquecimento
[125] esquecimento,esse
[125] esse,vídeo
[125] vídeo,ainda
[125] ainda,bem
[125] bem,natureza
[125] natureza,criou
[125] criou,esse

Top Replied-To
Top Replied-To in Entire Graph:
@scottadamssays
@foxnews
@lulaoficial
@donaldjtrumpjr
@camposmendonca
@potus
@lexxpresso
@repstefanik
@ronfilipkowski
@sentomcotton

Top Replied-To in G2:
@cerfiafr
@mediavenir

Top Replied-To in G4:
@lexxpresso
@shomburg
@cptchaos67
@matthiasfmohr
@chanasitjonas
@karl_lauterbach
@die_socke
@larsdreieck
@sebheckler
@go_tocoffee

Top Replied-To in G5:
@donaldjtrumpjr
@repstefanik
@tedcruz
@sentomcotton
@jim_jordan
@gopleader
@scarygarybot
@marshablackburn
@timrunshismouth
@mercedesschlapp

Top Replied-To in G7:
@tomfitton
@nytimes

Top Replied-To in G8:
@scary7dr
@richard03900327
@jimgord38392001
@breezergalway
@timbobagginss

Top Replied-To in G9:
@tatiann69922625

Top Mentioned
Top Mentioned in Entire Graph:
@cerfiafr
@vtvcanal8
@newsdigestweb
@nytimes
@repdonbeyer
@jjaranaz94
@traselvalle_obc
@nilsonp28
@marcobuschmann
@bb45_colorado

Top Mentioned in G1:
@ailsaforshaw
@menschgesund
@hackneycarers
@ormurcia
@akahuku0615
@clubfmphilly
@sivil_dusunce
@mrcllznn
@ukcareguide

Top Mentioned in G2:
@cerfiafr
@zemal_goat16
@maoussi1
@i24news_fr
@mediavenir

Top Mentioned in G3:
@vtvcanal8
@1eraciadcr222
@2da_desurcz41
@2daciabdcr
@cmdte22merida
@rcr750
@nicolasmaduro
@redi_andes
@uria42_aragua
@gnb_antidrogas1

Top Mentioned in G4:
@marcobuschmann
@mz_storymakers
@ppinzler
@zeitonline
@luebberding
@karl_lauterbach
@udovetter
@bmj_bund
@bmvg_bundeswehr
@lufthansa_de

Top Mentioned in G5:
@lindyli
@rhonda_harbison
@tedcruz
@craftbeerlife18
@bowen1953
@judiciarygop
@jweber988
@myworldagain1
@donaldjtrumpjr
@johnrich

Top Mentioned in G6:
@repdonbeyer
@auspublichealth
@nytimes

Top Mentioned in G7:
@nytimes
@tomfitton
@lindyli
@mikehunt1974
@keeeeeeemie
@sussrbr

Top Mentioned in G8:
@mcfunny
@kstateturk
@jengleruk
@pawley_robert
@andylumm
@kevinault
@maureenstroud
@carlsmythe
@ianmcdermottlso
@jonathanhannah

Top Mentioned in G9:
@thierrymariani
@tatiann69922625
@realgeorgewebb1
@louiseymard
@ouestfrance
@pandantag
@govkathyhochul
@verhaeghe
@xavierbazin2

Top Mentioned in G10:
@nilsonp28

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@rojname_com
@el_cooperante
@jornalistavitor
@rashidaldosari
@ecodaren
@falconhamada_90
@tradermarcocost
@kittenish823

Top Tweeters in G1:
@elnacionalweb
@rojname_com
@el_cooperante
@tradermarcocost
@freiewelteu
@peruenlanoticia
@jacekwierzbicki
@mortgage_shop
@hagiwararyu11
@dev_discourse

Top Tweeters in G2:
@theywillbefree
@fabien_fichaux
@rayan_ndj
@kenzo_nsana
@bluetiiip
@menuet_morgan
@justinejustemoi
@fckbvzzle
@kev_90
@bitn02

Top Tweeters in G3:
@vtvcanal8
@lrrc2020
@morenita49
@joseramonrussia
@jguedez29
@gnb_tachira
@mippcivzla
@rcr750
@drjasf
@llaneritoramiro

Top Tweeters in G4:
@fwwinterberg
@welt
@sdreyse
@jolicoeur11
@marie_laveau_
@gesetzdestages
@derspiegel
@zeitonline
@ruthlissy
@sz

Top Tweeters in G5:
@ecclesias
@rhonda_harbison
@boandsunny
@debbiesva
@ronsupportsyou
@passarelliallan
@enidlogan
@drfarmertx
@cindycinnis
@diannemando

Top Tweeters in G6:
@artis_elemental
@andrea_51544005
@feinberg_linda
@myradsirois1
@whitecrow43
@concernedwhite1
@kitten0409
@pjlacasse22
@marti431uew
@1stfanofchicago

Top Tweeters in G7:
@jornalistavitor
@govsherazkhan
@akuma_river
@bronxfanatic
@elkehollings
@abramson1234
@jrweaver55
@shasta_otter
@angryblacklady
@nytimes

Top Tweeters in G8:
@saffiya_khan1
@adevotedyogi
@doritmi
@monstercoyliar
@fillmorewhite
@wjack76995
@mcfunny
@breezergalway
@chimera414
@malo_j

Top Tweeters in G9:
@7b73f39b85e1415
@madrynha2012
@ouestfrance
@coolise
@thierryrouby
@dede17_86
@g0rille
@gateta30
@daniesteimer
@dlfparis16

Top Tweeters in G10:
@lucianelazzarin
@zfabrogmailcom
@nandorappa40
@jujunaka
@jldiniz1
@mdtecnologia
@patriotahoje
@dadomenech
@domtranquilo
@terraespiritual


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