Coronavirus, Twitter, 7/2/2022 7:32:42 PM, 278918


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Coronavirus_2022-07-02_01-55-13.xlsx
Coronavirus_2022-07-02_01-55-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3NxRzYA
@maajidnawaz
@washingtonpost
@skatiq3
@drericding
@corona_tweet
@newsmedical
@_martinhagen
@swerianbot
@homegrownjoan2
@thackerpd

Top hashtags:
#covid19
#coronavirus
#新型コロナウイルス
#covid
#covid_19
#covidー19
#evaluierung

Description:
Description
The graph represents a network of 8,195 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 Saturday, 02 July 2022 at 09:18 UTC.

The requested start date was Saturday, 02 July 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, 6-minute period from Wednesday, 29 June 2022 at 11:19 UTC to Friday, 01 July 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 : 8195
Unique Edges : 3853
Edges With Duplicates : 11360
Total Edges : 15213
Number of Edge Types : 5
Retweet : 4970
MentionsInRetweet : 5465
Replies to : 627
Mentions : 1580
Tweet : 2571
Self-Loops : 2671
Reciprocated Vertex Pair Ratio : 0.00578377576746255
Reciprocated Edge Ratio : 0.0115010321439104
Connected Components : 2075
Single-Vertex Connected Components : 1008
Maximum Vertices in a Connected Component : 1878
Maximum Edges in a Connected Component : 4898
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 9.662446
Graph Density : 0.00010099802188628
Modularity : 0.499082
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,195 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 Saturday, 02 July 2022 at 09:18 UTC.

The requested start date was Saturday, 02 July 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, 6-minute period from Wednesday, 29 June 2022 at 11:19 UTC to Friday, 01 July 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:
[356] https://newsdigest.jp/pages/coronavirus/
[114] https://www.nytimes.com/2020/11/20/business/media/steve-bannon-china.html?smid=tw-share
[60] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-pfizer-starting-testing-universal-coronavirus-vaccine-h2-2022-06-29/
[51] https://www.focus.de/gesundheit/coronavirus/evaluierungsbericht-vorgelegt-abrechnung-mit-corona-bericht_id_108255358.html#aktualisieren
[37] https://www.miamiherald.com/news/coronavirus/article263025383.html
[31] https://dailycaller.com/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/
[30] https://www.jpost.com/health-and-wellness/coronavirus/article-710702
[30] https://www3.nhk.or.jp/news/special/coronavirus/data/
[25] https://jp.reuters.com/article/tokyo-coronavirus-idJPKBN2OB0C8?taid=62bd7eb13e1ad60001a959ee&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[24] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-07-09..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=GBR~ISR~TWN~USA~JPN~FRA~DEU~ITA~NLD~CHN~HKG~KOR

Top URLs in Tweet in G1:
[10] https://www3.nhk.or.jp/news/special/coronavirus/data/
[9] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?cookieSet=1
[8] https://www.nbcnewyork.com/news/coronavirus/top-ny-doctor-new-covid-wave-is-starting-with-the-worst-version-of-omicron/3752858/
[8] https://fij.info/coronavirus-feature/overseas#tempo0211
[7] https://www.worldometers.info/coronavirus/
[7] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/coronavirus-hospital-rise-wave-infections-24372001
[6] https://www.breitbart.com/politics/2022/06/29/anthony-fauci-tests-positive-for-coronavirus-for-second-time-after-experiencing-paxlovid-rebound/
[6] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-pfizer-starting-testing-universal-coronavirus-vaccine-h2-2022-06-29/
[5] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[5] https://www.mesopinions.com/petition/sante/coronavirus-interdire-medecins-plateaux-tv-ainsi/181872?source=twitter

Top URLs in Tweet in G2:
[14] https://www.jpost.com/health-and-wellness/coronavirus/article-710702
[2] https://www.stripes.com/branches/army/2022-06-30/army-national-guard-coronavirus-vaccine-6511893.html
[2] https://www.sfgate.com/coronavirus/article/bay-area-mask-mandate-results-17271294.php
[1] https://www.thedailybeast.com/the-sketchy-past-of-moncef-slaoui-trumps-coronavirus-vaccine-czar
[1] https://www.ctvnews.ca/health/coronavirus/border-restrictions-to-re-enter-canada-extended-until-at-least-sept-30-1.5968542
[1] https://coronavirus.data.gov.uk/details/deaths?areaType=nation&areaName=England
[1] https://www.politico.eu/article/von-der-leyens-texts-are-not-a-private-matter-covid-vaccines-coronavirus/
[1] https://thenationalpulse.com/2022/06/28/peter-daszak-authored-russia-funded-study-on-coronaviruses/

Top URLs in Tweet in G4:
[2] https://www.jeanmarcmorandini.com/article-504011-coronavirus-la-commission-europeenne-refuse-de-transmettre-a-la-presse-des-textos-echanges-par-sa-presidente-ursula-von-der-leyen-avec-le-pdg-de-pfizer-concernant-les-achats-de-vaccins-anti-covid.html
[1] https://www.mesopinions.com/petition/sante/coronavirus-interdire-medecins-plateaux-tv-ainsi/181872?source=twitter
[1] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?cookieSet=1
[1] https://www.rtl.fr/actu/debats-societe/coronavirus-fischer-preconise-une-vaccination-tous-les-six-mois-pour-15-a-20-millions-de-francais-7900168815
[1] https://www.jeanmarcmorandini.com/article-503786-coronavirus-apres-avoir-annonce-hier-qu-il-avait-des-informations-sur-un-retour-du-pass-vaccinal-le-1er-aout-christian-estrosi-fait-marche-arriere-ce-matin-sur-cnews-regardez.html
[1] https://dailycaller-com.translate.goog/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=fr

Top URLs in Tweet in G5:
[9] https://www.tagesschau.de:443/inland/armutsbericht-123.html
[5] https://www.focus.de/gesundheit/coronavirus/evaluierungsbericht-vorgelegt-abrechnung-mit-corona-bericht_id_108255358.html
[3] https://www.tagesschau.de:443/investigativ/monitor/corona-impfstoffe-111.html
[2] https://www.hna.de/politik/karl-lauterbach-corona-coronavirus-rki-robert-koch-institut-digitalisierung-lothar-wieler-news-91502112.html
[1] https://www.welt.de/politik/deutschland/plus239672507/Corona-Evaluierungsbericht-Eine-Generalabrechnung-mit-der-Politik-und-dem-RKI.html?cid=socialmedia.twitter.shared.web
[1] https://www.jpost.com/health-and-wellness/coronavirus/article-710702
[1] https://www.focus.de/gesundheit/coronavirus/evaluierungsbericht-vorgelegt-abrechnung-mit-corona-bericht_id_108255358.html?poc=0.6341435513446245
[1] https://www.watson.ch/schweiz/coronavirus/921557998-coronavirus-so-hoch-ist-die-dunkelziffer-wirklich
[1] https://www.welt.de/wissenschaft/plus239605555/Corona-aus-dem-Labor-Das-ist-schon-ein-sehr-sehr-seltsamer-Zufall.html

Top URLs in Tweet in G6:
[4] https://www.npr.org/sections/coronavirus-live-updates/2020/12/21/948806643/vatican-oks-receiving-covid-19-vaccines-even-if-research-involved-fetal-tissue
[3] https://www.miamiherald.com/news/coronavirus/article262984338.html?taid=62bc3ed783e94e00014cca19&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[2] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6?utm_source=reddit.com
[2] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6
[2] https://www.miamiherald.com/news/coronavirus/article262984338.html?taid=62bb8fa508e7840001dd0a59&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[2] https://www.miamiherald.com/news/coronavirus/article262956373.html
[2] https://www.orlandosentinel.com/coronavirus/os-ne-coronavirus-wastewater-omicron-altamonte-orange-20220623-fgibaxotofdmvo3o35hkuksbh4-story.html#ed=rss_www.orlandosentinel.com/arcio/rss/category/news/
[1] https://www.miamiherald.com/news/coronavirus/article263025383.html
[1] https://coronavirus.house.gov/news/press-releases/clyburn-trump-atlas-birx-redfield-herd-immunity-report
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/why-vaccinate-children-teens.html

Top URLs in Tweet in G7:
[15] https://www.ctvnews.ca/health/coronavirus/border-restrictions-to-re-enter-canada-extended-until-at-least-sept-30-1.5968542
[9] https://www.ctvnews.ca/health/coronavirus/physician-expects-new-covid-19-variants-every-few-months-whole-world-is-a-petri-dish-1.5970123?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=62be125a3e1ad60001a97996&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.trueanthem.com/
[4] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6
[3] https://www.ctvnews.ca/health/coronavirus/russia-scraps-remaining-covid-19-restrictions-1.5970910
[3] https://www.ctvnews.ca/health/coronavirus/u-s-fda-advisers-recommend-updating-covid-booster-shots-for-fall-1.5966929?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=62bbedf383e94e00014cb9c1&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/border-restrictions-to-enter-canada-extended-until-at-least-sept-30-1.5968542?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=62bd26d208e7840001dd6a1f&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/naci-recommends-fall-covid-19-booster-in-advance-of-possible-future-wave-1.5969159?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=62bd054526cb510001925b89&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.forbes.com/sites/brucelee/2021/12/27/super-gonorrhea-may-be-spreading-from-antibiotic-overuse-for-covid-19-coronavirus
[2] https://www.ctvnews.ca/health/coronavirus/who-covid-19-cases-rising-nearly-everywhere-in-the-world-1.5969357?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=62bda1de6dc5730001a4926b&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G8:
[12] https://www.gezondheidsnet.nl/coronavirus/ffp2-mondmaskers-bieden-extreem-hoge-bescherming-tegen-corona
[4] https://www.santepubliquefrance.fr/maladies-et-traumatismes/maladies-et-infections-respiratoires/infection-a-coronavirus/documents/bulletin-national/covid-19-point-epidemiologique-du-30-juin-2022
[4] https://trustmyscience.com/reservoirs-intestin-coronavirus-responsables-covid-long/
[3] https://www.rijksoverheid.nl/onderwerpen/coronavirus-covid-19/algemene-coronaregels/kort-overzicht-coronamaatregelen
[2] https://www.who.int/health-topics/coronavirus#tab=tab_2
[2] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6?r=US&IR=T
[2] https://nu.nl/
[2] https://jantantratv.com/
[2] https://english.newsexpress.com/india-records-14506-new-covid-cases-30-deaths/
[1] https://twitter.com/FacultyITC/status/1542795180264329216

Top URLs in Tweet in G9:
[114] https://www.nytimes.com/2020/11/20/business/media/steve-bannon-china.html?smid=tw-share

Top URLs in Tweet in G10:
[17] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&time=2021-06-01..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=JPN~FRA~GBR~USA
[7] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&facet=none&uniformYAxis=0&Metric=Tests&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[6] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&time=2022-04-01..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=JPN~USA~GBR~FRA~ITA~AUS
[3] https://ourworldindata.org/explorers/coronavirus-data-explorer?time=2021-12-10..latest&facet=none&uniformYAxis=0&Metric=Tests+per+case&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[3] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&time=2021-06-01..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=JPN~FRA~GBR~USA~ITA~CHN~TWN~KOR
[3] https://www.tokyo-np.co.jp/article/186673?rct=coronavirus
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?time=2022-02-01..latest&facet=none&uniformYAxis=0&Metric=Tests+per+case&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?time=2022-02-01..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[1] https://capture.dropbox.com/iqNMEPsvpNvLU5L6
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&time=2021-08-02..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=JPN~USA~TWN~CHN~KOR

Top Domains
Top Domains in Tweet in Entire Graph:
[356] newsdigest.jp
[183] blogspot.com
[147] nytimes.com
[145] reuters.com
[127] twitter.com
[87] ourworldindata.org
[80] ctvnews.ca
[76] focus.de
[71] or.jp
[68] co.uk

Top Domains in Tweet in G1:
[44] twitter.com
[31] co.uk
[24] or.jp
[22] reuters.com
[22] mortgageshop.com
[17] nhs.uk
[16] ctvnews.ca
[15] washingtonpost.com
[14] nbcnewyork.com
[12] gov.uk

Top Domains in Tweet in G2:
[14] jpost.com
[2] stripes.com
[2] sfgate.com
[1] thedailybeast.com
[1] ctvnews.ca
[1] gov.uk
[1] politico.eu
[1] thenationalpulse.com

Top Domains in Tweet in G4:
[3] jeanmarcmorandini.com
[1] mesopinions.com
[1] science.org
[1] rtl.fr
[1] translate.goog

Top Domains in Tweet in G5:
[12] tagesschau.de
[6] focus.de
[2] welt.de
[2] hna.de
[1] jpost.com
[1] watson.ch

Top Domains in Tweet in G6:
[9] miamiherald.com
[4] businessinsider.com
[4] npr.org
[2] orlandosentinel.com
[1] house.gov
[1] cdc.gov
[1] nytimes.com
[1] cbsloc.al

Top Domains in Tweet in G7:
[44] ctvnews.ca
[5] trueanthem.com
[4] businessinsider.com
[3] com.au
[3] gov.au
[3] reuters.com
[2] forbes.com
[2] twitter.com
[2] cnn.com
[1] nymag.com

Top Domains in Tweet in G8:
[13] gezondheidsnet.nl
[4] twitter.com
[4] santepubliquefrance.fr
[4] trustmyscience.com
[3] rijksoverheid.nl
[3] nu.nl
[2] kxan.com
[2] who.int
[2] businessinsider.com
[2] government.nl

Top Domains in Tweet in G9:
[114] nytimes.com

Top Domains in Tweet in G10:
[51] ourworldindata.org
[4] co.jp
[1] dropbox.com
[1] sky.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1193] covid19
[1071] coronavirus
[279] 新型コロナウイルス
[273] covid
[219] covid_19
[160] covidー19
[122] evaluierung
[93] toquedequeda
[86] estadodealarma
[86] vaccine



Top Hashtags in Tweet in G1:
[222] coronavirus
[103] covid19
[42] covid
[17] news
[15] corona
[11] politics
[11] modnargathsah
[10] covidー19
[9] covid_19
[9] usa

Top Hashtags in Tweet in G2:
[1] coronavirus

Top Hashtags in Tweet in G3:
[152] covid19
[37] sncf
[26] coronavirus
[10] covid19france
[10] oms
[10] europe
[1] traduisonsles
[1] masque
[1] covid
[1] covid_19

Top Hashtags in Tweet in G4:
[10] covid19

Top Hashtags in Tweet in G5:
[103] evaluierung
[58] ffp2
[58] masken
[21] coronavirus
[9] armutsbericht
[9] paritätischer
[4] 2g
[4] 3g
[4] massnahmen
[3] investigativ

Top Hashtags in Tweet in G6:
[1] covid19
[1] coronavirus

Top Hashtags in Tweet in G7:
[31] supergonorrhea
[23] breaking
[11] paxlovid
[9] longcovid
[3] covid19
[2] covid19qld
[1] covid19tas
[1] dublin
[1] schiphol
[1] coronavirus

Top Hashtags in Tweet in G8:
[19] coronavirus
[10] covid19
[8] covidlong
[6] covid_19
[5] infectieradar
[5] apresj20
[4] 30j
[4] omicron
[4] carabobo
[3] wastewater

Top Words
Top Words in Tweet in Entire Graph:
[2623] coronavirus
[1369] covid
[1193] #covid19
[1071] #coronavirus
[780] 19
[527] ursula
[458] die
[396] 詳細は下記urlより
[388] par
[340] cases

Top Words in Tweet in G1:
[591] coronavirus
[312] covid
[222] #coronavirus
[191] 19
[103] #covid19
[102] cases
[68] week
[66] more
[55] vaccine
[48] over

Top Words in Tweet in G2:
[312] ursula
[310] themselves
[310] leyen
[309] elite
[309] demand
[309] privacy
[309] refusing
[309] transparency
[309] exchanged
[308] maajidnawaz

Top Words in Tweet in G3:
[284] flash
[282] mediavenir
[152] #covid19
[138] vacances
[138] pourraient
[138] être
[137] gâchées
[137] par
[137] l'émergence
[137] nouveaux

Top Words in Tweet in G4:
[215] coronavirus
[204] commission
[204] européenne
[204] refuse
[204] transmettre
[204] presse
[204] textos
[204] échangés
[204] par
[204] sa

Top Words in Tweet in G5:
[126] die
[103] #evaluierung
[102] sachverständigen
[98] bestätigt
[98] nachhinein
[98] kritische
[98] haltung
[98] bzgl
[98] vieler
[98] coronamaßnahmen

Top Words in Tweet in G6:
[169] jeromeadamsmd
[164] surgeon
[164] general
[162] briefing
[162] congress
[162] tuesday
[162] fl
[162] joseph
[162] ladapo
[162] confirmed

Top Words in Tweet in G7:
[59] drericding
[58] covid
[45] 19
[41] super
[41] gonorrhea
[41] antibiotic
[37] ctvnews
[36] health
[32] coronavirus
[31] poses

Top Words in Tweet in G8:
[21] dit
[20] weer
[20] coronavirus
[19] #coronavirus
[14] hoe
[13] met
[13] houden
[13] scientific
[13] स
[12] covid

Top Words in Tweet in G9:
[114] steve
[114] bannon
[114] chinese
[114] billionaire
[114] created
[114] right
[114] wing
[114] coronavirus
[114] media
[114] sensation

Top Words in Tweet in G10:
[116] bb45_colorado
[76] 警報
[72] 全国
[43] 結局マスク
[43] 新たなコロナウイルス感染の波に見舞われるフランスは
[43] 公共交通機関など混雑した場所でのマスク着用を再び勧告
[43] covid
[43] 19
[43] people
[43] france

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[708] covid,19
[323] ursula,leyen
[316] elite,demand
[316] demand,privacy
[316] privacy,themselves
[316] themselves,refusing
[316] refusing,transparency
[316] transparency,ursula
[316] leyen,exchanged
[315] maajidnawaz,elite

Top Word Pairs in Tweet in G1:
[174] covid,19
[25] #coronavirus,#covid19
[24] #covid19,#coronavirus
[24] 200,000
[23] each,week
[23] week,offer
[23] offer,roundup
[23] roundup,noteworthy
[23] noteworthy,coronavirus
[23] coronavirus,coverage

Top Word Pairs in Tweet in G2:
[309] elite,demand
[309] demand,privacy
[309] privacy,themselves
[309] themselves,refusing
[309] refusing,transparency
[309] transparency,ursula
[309] ursula,leyen
[309] leyen,exchanged
[308] maajidnawaz,elite
[308] exchanged,tex

Top Word Pairs in Tweet in G3:
[278] mediavenir,flash
[138] vacances,pourraient
[138] pourraient,être
[137] flash,vacances
[137] être,gâchées
[137] gâchées,par
[137] par,l'émergence
[137] l'émergence,nouveaux
[137] nouveaux,variants
[137] variants,#covid19

Top Word Pairs in Tweet in G4:
[204] coronavirus,commission
[204] commission,européenne
[204] européenne,refuse
[204] refuse,transmettre
[204] transmettre,presse
[204] presse,textos
[204] textos,échangés
[204] échangés,par
[204] par,sa
[204] sa,présidente

Top Word Pairs in Tweet in G5:
[98] die,#evaluierung
[98] #evaluierung,sachverständigen
[98] sachverständigen,bestätigt
[98] bestätigt,nachhinein
[98] nachhinein,kritische
[98] kritische,haltung
[98] haltung,bzgl
[98] bzgl,vieler
[98] vieler,coronamaßnahmen
[97] _martinhagen,die

Top Word Pairs in Tweet in G6:
[164] surgeon,general
[162] briefing,congress
[162] congress,tuesday
[162] tuesday,fl
[162] fl,surgeon
[162] general,joseph
[162] joseph,ladapo
[162] ladapo,confirmed
[162] confirmed,decision
[162] decision,block

Top Word Pairs in Tweet in G7:
[44] covid,19
[41] super,gonorrhea
[39] drericding,super
[31] gonorrhea,poses
[31] poses,major
[31] major,public
[31] public,health
[31] health,threat
[31] threat,#supergonorrhea
[31] #supergonorrhea,type

Top Word Pairs in Tweet in G8:
[10] nu,besmettingen
[10] besmettingen,weer
[10] weer,oplopen
[10] oplopen,dit
[10] dit,toch
[10] toch,goed
[10] goed,weten
[9] covid,19
[9] beter,tegen
[9] annekebatenburg,nu

Top Word Pairs in Tweet in G9:
[114] steve,bannon
[114] bannon,chinese
[114] chinese,billionaire
[114] billionaire,created
[114] created,right
[114] right,wing
[114] wing,coronavirus
[114] coronavirus,media
[114] media,sensation
[113] wagnertyler3,steve

Top Word Pairs in Tweet in G10:
[50] 警報,全国
[48] bb45_colorado,警報
[43] 結局マスク,新たなコロナウイルス感染の波に見舞われるフランスは
[43] 新たなコロナウイルス感染の波に見舞われるフランスは,公共交通機関など混雑した場所でのマスク着用を再び勧告
[43] 公共交通機関など混雑した場所でのマスク着用を再び勧告,covid
[43] covid,19
[43] 19,people
[43] people,france
[43] france,'should
[43] 'should,wear

Top Replied-To
Top Replied-To in Entire Graph:
@rfi_cn
@mediavenir
@harveywall15
@539th
@drlimengyan1
@pullmanandre
@flsurgeongen
@business
@rn_psi
@jeromeadamsmd

Top Replied-To in G2:
@skynewsaust
@draseemmalhotra
@skynews
@wildcatsclara2
@dilanyesilgoz

Top Replied-To in G3:
@mediavenir

Top Replied-To in G4:
@bellinarg4

Top Replied-To in G5:
@prof_freedom
@mz_storymakers
@tim_roehn
@realtombohn
@tagesschau

Top Replied-To in G6:
@jeromeadamsmd
@anaestricks
@kmslaughter

Top Replied-To in G7:
@drericding
@nycantipodean
@amorvincitomnia
@vancitytoday
@lazaruslong13
@doneford

Top Replied-To in G8:
@drlimengyan1
@minvws
@rivm
@maike62201186
@cinner_

Top Replied-To in G10:
@wakae

Top Mentioned
Top Mentioned in Entire Graph:
@maajidnawaz
@newsdigestweb
@mediavenir
@morandiniblog
@jeromeadamsmd
@bb45_colorado
@wagnertyler3
@_martinhagen
@delcyrodriguezv
@jjaranaz94

Top Mentioned in G1:
@futurasante
@dailymur
@incorrectasnews
@smatt1
@shahbanou17
@jayi_wang
@goprtraitors2us
@elcentineladel2
@lalytatweets

Top Mentioned in G2:
@maajidnawaz
@timfprice
@roman_baber
@thackerpd
@draseemmalhotra
@tombevanrcp
@marcinmasny
@mrsm1th888
@big_t20044
@skynews

Top Mentioned in G3:
@mediavenir
@ifopopinion
@sangha40409046

Top Mentioned in G4:
@morandiniblog
@gilbertcollard
@nicovedrines
@olivierfente
@mediavenir
@jacktoul
@christ24intern1
@bellinarg4

Top Mentioned in G5:
@_martinhagen
@chanasitjonas
@bbarucker
@sgasteyger
@tagesschau
@tim_roehn
@aufmerken
@ma_heller
@mz_storymakers
@welt

Top Mentioned in G6:
@jeromeadamsmd
@dh112358
@miamiherald
@baronmunc
@killedbyproxy
@martinkulldorff
@nicknehamas
@dchangm
@cbsmiami
@orlandosentinel

Top Mentioned in G7:
@drericding
@ctvnews
@bruce_y_lee
@bigbaddenis
@loscharlos
@jburnmurdoch
@njbbari3
@cathynottoday
@clintinoslucky7
@amorvincitomnia

Top Mentioned in G8:
@who
@rivm
@annekebatenburg
@marlieskdg
@panda31808732
@johnjljacobs
@ggdghornl
@apresj20
@oladapoahassan
@maike62201186

Top Mentioned in G9:
@wagnertyler3

Top Mentioned in G10:
@bb45_colorado
@angama_market
@triangle24
@wakae

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@knewz_currently
@recentlatestvia
@contrapuntovzla
@berkleybearnews
@abbtakk
@robinsnewswire
@medicinehelp
@jatirado

Top Tweeters in G1:
@infoitinterno
@knewz_currently
@recentlatestvia
@berkleybearnews
@abbtakk
@robinsnewswire
@medicinehelp
@realercanates1
@jacekwierzbicki
@cityreport

Top Tweeters in G2:
@johnjoechad
@z_chrissie
@anakreontyk
@skynews
@cptcookswife
@wickedfairysad
@skynewsaust
@laromanbomber
@anabellatibo
@robertphilbri12

Top Tweeters in G3:
@flockadoumbia
@fabien_fichaux
@reawrightzz
@iamrhodyleen
@lasagesse78190
@toden_laviateur
@jerem973
@mcbess89bouquet
@berthonjonathan
@featdefsoul

Top Tweeters in G4:
@the_best_man_57
@barberis888
@domjdom
@alek_aloha
@avril_sylvie
@lemerignan
@zeppajacky
@ntwolfmother
@zavatta69
@mandrinvienne

Top Tweeters in G5:
@chrisbrey1
@welt
@uwewolff966
@focusonline
@gothp1
@raimundraimund
@tagesschau
@weltamsonntag
@schnauzevoll61
@bwv_8

Top Tweeters in G6:
@federicoalves
@cagney1991
@lizditz
@pollsstar
@lorettabower3
@deathtocrazy
@girlzinger
@npazderski
@jamesisaak2
@evcoc54

Top Tweeters in G7:
@reneevoicebrand
@sallyrmelb
@njdoc
@dollymad1812
@zardoz420wpn
@shell_loyd
@mig30m6
@dmacottawa
@ctvnews
@craykain

Top Tweeters in G8:
@btkrth
@paquitalba
@harridgepike
@kxan_news
@yeuxdebuse
@victorg14tdc
@thefirstindia
@nadineboke
@roelgrif
@jongs107wxsnl1

Top Tweeters in G9:
@letsmetreasureu
@afsar__selin
@sevim_yariz120
@rt5uyrdm4vqtdkq
@pachara1602
@freedayfreetime
@ballbal31021504
@47300tiger
@xdtxlats1wwthpv
@gloyl999

Top Tweeters in G10:
@sakeuchi317
@rin_me
@bb45_colorado
@baatarism
@lefthorse
@roaring_dog
@yamabukinosato
@matubonbeagle
@ippatsu_sendai
@turututukotokot


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