Coronavirus, Twitter, 12/21/2022 4:47:37 PM, 286711


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Coronavirus_2022-12-21_01-26-41.xlsx
Coronavirus_2022-12-21_01-26-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3HP4DcR
@drericding
@luckytran
@aimeevaleur
@gorka_orive
@rwittenbrink
@leydasindoni
@delcyrodriguezv
@mppsmiranda
@maolesen
@rishi_iitr

Top hashtags:
#coronavirus
#covid19
#china
#covid
#prevención
#covid_19
#covidー19

Description:
Description
The graph represents a network of 7,895 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 Wednesday, 21 December 2022 at 09:44 UTC.

The requested start date was Wednesday, 21 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 29-minute period from Sunday, 18 December 2022 at 09:56 UTC to Tuesday, 20 December 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 : 7895
Unique Edges : 3189
Edges With Duplicates : 11933
Total Edges : 15122
Number of Edge Types : 5
Retweet : 5275
MentionsInRetweet : 5649
Tweet : 2177
Replies to : 609
Mentions : 1412
Self-Loops : 2295
Reciprocated Vertex Pair Ratio : 0.00459191230928751
Reciprocated Edge Ratio : 0.00914184606310823
Connected Components : 1831
Single-Vertex Connected Components : 916
Maximum Vertices in a Connected Component : 2473
Maximum Edges in a Connected Component : 5955
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.451109
Graph Density : 0.000108819951757879
Modularity : 0.488454
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,895 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 Wednesday, 21 December 2022 at 09:44 UTC.

The requested start date was Wednesday, 21 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 29-minute period from Sunday, 18 December 2022 at 09:56 UTC to Tuesday, 20 December 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:
[112] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[86] https://newsdigest.jp/pages/coronavirus/
[36] https://www.pref.yamanashi.jp/koucho/coronavirus/info_coronavirus_prevention.html#toujitsu
[28] https://jp.reuters.com/article/health-coronavirus-china-forecast-idJPKBN2T20EM
[27] https://www.indiatoday.in/coronavirus-outbreak/story/new-covid-model-predicts-over-1-million-deaths-in-china-through-2023-2310242-2022-12-17
[24] https://www.i24news.tv/fr/actu/coronavirus/1671136463-israel-le-ministere-de-la-sante-incapable-de-retrouver-l-accord-signe-avec-pfizer
[22] https://www.telegraph.co.uk/news/2020/03/24/nurses-resort-wearing-bin-liners-protection-against-coronavirus/
[22] https://www3.nhk.or.jp/news/special/coronavirus/data/
[22] https://www.washingtonpost.com/politics/2022/12/17/desantis-vaccine-reversal/
[21] https://jp.reuters.com/article/health-coronavirus-china-forecast-idJPKBN2T20EM?taid=639f924cd5dd2400012f831a&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[38] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[18] https://www3.nhk.or.jp/news/special/coronavirus/data/
[13] https://www.worldometers.info/coronavirus/
[10] https://jp.reuters.com/article/health-coronavirus-china-forecast-idJPKBN2T20EM
[10] https://fij.info/coronavirus-feature/overseas#tempo0211
[9] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[8] http://partydomme.com/news/
[7] https://www.washingtonpost.com/politics/2022/12/17/desantis-vaccine-reversal/
[7] https://jp.reuters.com/article/health-coronavirus-china-idJPKBN2T309Y
[6] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/

Top URLs in Tweet in G2:
[12] https://www.scmp.com/news/china/politics/article/3203830/coronavirus-after-chinas-pandemic-backflip-megacity-urges-people-mild-symptoms-keep-turning-work?utm_content=article&utm_medium=Social&utm_source=Twitter#Echobox=1671442571-1
[4] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[3] https://www.beyondblue.org.au/get-support/online-forums/staying-well/coping-during-the-coronavirus-outbreak?utm_source=twitter&utm_medium=organic&utm_campaign=organicsocial_bb_mar20&utm_demo=all&utm_targeting=null&utm_format=link&utm_creative=illustration&utm_objective=null&utm_id=organicsocial_bb0309
[2] https://nymag.com/intelligencer/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[2] https://nymag.com/intelligencer/amp/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[1] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea?s=01
[1] https://www.salon.com/2020/03/27/a-thermonuclear-pandemic-harvard-scientists-coronavirus-prediction-ignored-by-officials_partner/
[1] https://www.thedailybeast.com/coronavirus-alarmist-eric-feigl-ding-looks-pretty-good-right-now
[1] https://twitter.com/cholent_lover/status/1604331637206048769
[1] https://twitter.com/ausvirologysoc/status/1591950821230804992

Top URLs in Tweet in G3:
[14] https://www.indiatoday.in/coronavirus-outbreak/story/new-covid-model-predicts-over-1-million-deaths-in-china-through-2023-2310242-2022-12-17?utm_source=twshare
[5] https://zeenews.india.com/bengali/photos/new-covid-19-wave-in-china-predicts-10-lakhs-death-threats-453242
[4] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[3] https://hindi.opindia.com/reports/international/coronavirus-news-wave-in-china-create-mayhem-experts-predict-more-than-half-of-population-will-be-infected-pandemic/
[3] https://sandesh.com/d
[2] https://www.indiatoday.in/world/story/china-covid19-outbreak-us-concerned-of-new-variants-beijing-coronavirus-wave-covid-zero-protocol-2311335-2022-12-20
[2] https://www.indiatoday.in/coronavirus-outbreak/story/china-covid-restrictions-cases-crematoriums-deaths-2311127-2022-12-19
[2] https://english.alarabiya.net/coronavirus/2022/12/20/China-races-to-install-hospital-beds-as-COVID-19-surge-sparks-global-concern
[2] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.amarujala.com/photo-gallery/india-news/corona-in-india-can-corona-wreak-havoc-in-india-again-like-china-understand-everything-in-three-points

Top URLs in Tweet in G4:
[2] https://www.theatlantic.com/politics/archive/2020/11/trumps-lies-about-coronavirus/608647/
[1] https://twitter.com/JamaicanPattee/status/1602570327376408576
[1] https://7news.com.au/news/coronavirus/calls-for-random-covid-testing-at-australian-schools-c-9206675
[1] https://www.statista.com/statistics/1109011/coronavirus-covid19-death-rates-us-by-state/
[1] https://www.theguardian.com/us-news/2020/apr/30/donald-trump-coronavirus-chinese-lab-claim

Top URLs in Tweet in G5:
[10] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[1] https://jp.reuters.com/article/health-coronavirus-hongkong-idJPKBN2T40JS?taid=63a180cc04b7740001ae26ee&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[1] https://elpais.com/sociedad/2022-12-19/china-admite-las-dos-primeras-muertes-por-covid-en-medio-de-su-peor-ola-de-contagios.html?utm_source=Twitter&ssm=TW_CM#Echobox=1671472430
[1] https://www.vox.com/coronavirus-covid19/22841229/covid-19-us-cancer-screenings

Top URLs in Tweet in G6:
[6] https://www.vtv.gob.ve/puede-beber-cafe-proteja-infeccion-coronavirus/
[2] https://www.telesurtv.net/news/uruguay-supera-millon-casos-coronavirus-20221220-0002.html
[1] https://twitter.com/delcyrodriguezv/status/1604666002377170948
[1] http://www.laradiodelsur.com.ve/covid-19-sigue-siendo-la-primera-causa-de-muerte-en-espana/
[1] https://go.shr.lc/3FDuWjz

Top URLs in Tweet in G7:
[14] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[1] https://www.adelaidenow.com.au/coronavirus/covid-sa-warning-on-how-to-play-it-safe-during-festive-period-as-cases-rise/news-story/8b6d7bb8d99bd034c02311e9c0bec08e
[1] https://www.adelaidenow.com.au/news/south-australia/covid19-surge-in-cardiac-cases-to-south-australias-67-hospitals-during-coronavirus-pandemic-data-shows/news-story/54d0aa9ed79de176bd90271e93de485b
[1] https://thewest.com.au/news/coronavirus/covid-in-wa-premier-mark-mcgowan-reiterates-his-government-has-nothing-to-hide-amid-upcoming-covid-inquiry--c-9220454
[1] https://www.couriermail.com.au/coronavirus/disease-experts-warning-ahead-of-christmas/news-story/c685f45c34d60dc5f897b05471f8327f
[1] https://www.indiatoday.in/coronavirus-outbreak/story/new-covid-model-predicts-over-1-million-deaths-in-china-through-2023-2310242-2022-12-17
[1] https://www.who.int/news-room/fact-sheets/detail/middle-east-respiratory-syndrome-coronavirus-(mers-cov)
[1] https://www.idowa.de/inhalt.ausbreitung-covid-19-coronavirus-in-bayern-news-infos-hinweise.e7d51931-1456-4f0f-b9bb-467ad4341115.html
[1] https://www.ndtv.com/feature/camel-flu-threat-at-fifa-world-cup-heres-what-health-authorities-say-3599034
[1] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G8:
[3] https://legemiddelverket.no/Documents/English/Covid-19/20220401%20Reported%20suspected%20adverse%20reactions%20coronavirus%20vaccines.pdf
[2] https://www.focus.de/gesundheit/coronavirus/die-vergessenen-corona-toten_id_180461209.html
[2] https://legemiddelverket.no/Documents/English/Covid-19/20220107%20Reported%20suspected%20adverse%20reactions%20coronavirus%20vaccines%20-%20updated%2020220113.pdf
[1] https://rp-online.de/panorama/coronavirus/krankenhausgesellschaft-fordert-ende-der-isolationspflicht-fuer-klinikbeschaeftigte_aid-81557131
[1] https://www.shutterstock.com/de/image-photo/coronavirus-covid-19-treatment-background-patient-1684525210
[1] https://neurosciencenews.com/olfactory-inflammation-alzheimers-22077/
[1] https://www.worldometers.info/coronavirus/country/china/
[1] https://www.zusammengegencorona.de/covid-19/masken-mund-nasen-schutz-kann-bei-der-eindaemmung-der-epidemie-hilfreich/
[1] https://www.infektionsschutz.de/
[1] https://www.pei.de/DE/newsroom/dossier/coronavirus/arzneimittelsicherheit.html

Top URLs in Tweet in G9:
[4] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[1] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[1] https://www.gov.uk/drug-safety-update/yellow-card-please-help-to-reverse-the-decline-in-reporting-of-suspected-adverse-drug-reactions
[1] https://gov.uk/
[1] https://www.icnarc.org/Our-Audit/Audits/Cmp/Reports
[1] https://www.travellingtabby.com/uk-coronavirus-tracker/
[1] https://apnews.com/article/coronavirus-pandemic-science-health-joe-rogan-ap-fact-check-a87b1044c6256968dcc33886a36c949f
[1] https://www.thalidomidetrust.org/about-us/coronavirus-guidance-and-support-from-the-thalidomide-trust/coronavirus-vaccine-questions/

Top URLs in Tweet in G10:
[2] https://www.theguardian.com/world/2022/feb/26/coronavirus-wuhan-market-chinese-lab-studies
[1] https://twitter.com/bennyjohnson/status/1604943195057840129
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[1] https://www.rijksoverheid.nl/onderwerpen/coronavirus-tijdlijn/november-2021-meer-coronamaatregelen-en-avondlockdown

Top Domains
Top Domains in Tweet in Entire Graph:
[183] blogspot.com
[172] reuters.com
[138] npr.org
[129] twitter.com
[86] newsdigest.jp
[70] co.uk
[60] indiatoday.in
[57] or.jp
[53] youtube.com
[50] francetvinfo.fr

Top Domains in Tweet in G1:
[51] reuters.com
[49] twitter.com
[48] npr.org
[29] or.jp
[23] nhs.uk
[19] co.uk
[19] worldometers.info
[17] youtube.com
[16] theperfectenemy.com
[15] amazon.com

Top Domains in Tweet in G2:
[14] scmp.com
[6] twitter.com
[5] npr.org
[4] nymag.com
[4] org.au
[2] ft.com
[1] salon.com
[1] thedailybeast.com
[1] nature.com
[1] wapo.st

Top Domains in Tweet in G3:
[23] indiatoday.in
[8] india.com
[6] twitter.com
[6] npr.org
[6] sandesh.com
[3] alarabiya.net
[3] opindia.com
[3] amarujala.com
[3] worldecho.net
[3] thehindu.com

Top Domains in Tweet in G4:
[2] theatlantic.com
[1] twitter.com
[1] com.au
[1] statista.com
[1] theguardian.com

Top Domains in Tweet in G5:
[10] npr.org
[1] reuters.com
[1] elpais.com
[1] vox.com

Top Domains in Tweet in G6:
[6] gob.ve
[2] telesurtv.net
[1] twitter.com
[1] com.ve
[1] shr.lc

Top Domains in Tweet in G7:
[15] npr.org
[5] com.au
[1] indiatoday.in
[1] who.int
[1] idowa.de
[1] ndtv.com
[1] apnews.com
[1] gov.uk

Top Domains in Tweet in G8:
[6] legemiddelverket.no
[2] focus.de
[1] rp-online.de
[1] shutterstock.com
[1] neurosciencenews.com
[1] worldometers.info
[1] zusammengegencorona.de
[1] infektionsschutz.de
[1] pei.de
[1] uni-marburg.de

Top Domains in Tweet in G9:
[6] gov.uk
[1] npr.org
[1] icnarc.org
[1] travellingtabby.com
[1] apnews.com
[1] thalidomidetrust.org

Top Domains in Tweet in G10:
[2] theguardian.com
[1] twitter.com
[1] cdc.gov
[1] rijksoverheid.nl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1128] coronavirus
[858] covid19
[289] china
[268] covid
[238] prevención
[224] covid_19
[173] covidー19
[118] tipsdeprevencion
[87] toquedequeda
[86] vaccine



Top Hashtags in Tweet in G1:
[398] coronavirus
[205] covid19
[68] china
[46] covid
[20] corona
[16] covidー19
[14] messi𓃵
[13] pandemic
[13] news
[13] coronavirusupdate

Top Hashtags in Tweet in G2:
[6] coronavirus
[3] covid19
[3] heilbronn
[2] sarscov2
[2] apple
[1] covidisnotover
[1] colorrevolution
[1] 2019ncov
[1] grippewelle
[1] foxconn

Top Hashtags in Tweet in G3:
[191] coronavirus
[139] china
[41] covid
[38] covid19
[35] breakingnews
[32] corona
[17] jinping
[15] coronavirusupdates
[13] viralvideo
[12] chinacovid

Top Hashtags in Tweet in G4:
[1] 7news

Top Hashtags in Tweet in G5:
[17] covid19
[1] stoptheshotsnow
[1] mrna
[1] pfizer
[1] faucifiles

Top Hashtags in Tweet in G6:
[231] prevención
[17] covid19
[14] 18dic
[12] 20dic
[11] coronavirus
[9] envivo
[8] bolívarinmortal
[7] 19dic
[7] uruguay
[6] venezuelaenlacop27

Top Hashtags in Tweet in G7:
[6] coronavirus
[5] covid19
[5] sarscov2
[4] japan
[3] covid19sa
[2] covid19wa
[2] covid19aus
[2] pcr_testingphaseout
[1] auspol
[1] covid19qld

Top Hashtags in Tweet in G8:
[10] atemwegserkrankungen
[8] coronavirus
[2] corona
[2] china
[1] lauterbach
[1] maske
[1] pei

Top Hashtags in Tweet in G9:
[1] eejit

Top Words
Top Words in Tweet in Entire Graph:
[2272] coronavirus
[1353] china
[1319] क
[1246] time
[1158] doubling
[1157] covid
[1128] #coronavirus
[949] न
[858] #covid19
[764] days

Top Words in Tweet in G1:
[432] coronavirus
[398] #coronavirus
[297] covid
[237] क
[205] #covid19
[182] 19
[169] न
[133] र
[121] म
[120] china

Top Words in Tweet in G2:
[923] time
[922] doubling
[612] drericding
[481] china
[462] days
[461] hours
[461] possibly
[460] anymore
[460] sink
[460] experts

Top Words in Tweet in G3:
[806] क
[613] न
[424] म
[379] र
[276] ल
[271] त
[262] ब
[261] स
[227] ह
[216] च

Top Words in Tweet in G4:
[247] ronnyjacksontx
[243] lied
[242] lord
[242] savior
[241] origins
[238] believe
[237] radical
[235] fauci
[234] left
[233] coronavi

Top Words in Tweet in G5:
[200] days
[194] next
[194] over
[194] infected
[193] 10
[192] population
[192] planet's
[192] 90
[192] course
[192] become

Top Words in Tweet in G6:
[232] vacuna
[231] #prevención
[230] centro
[228] lugar
[228] ponte
[228] domicilio
[228] trabajo
[228] acude
[228] inmunización
[228] cercano

Top Words in Tweet in G7:
[198] china
[182] doubling
[182] time
[170] hours
[158] goodbye
[158] pharmaceuticals
[158] global
[158] economy
[158] supply
[158] chains

Top Words in Tweet in G8:
[71] die
[56] sofort
[55] krankenhausgesellschaft
[55] gesunde
[55] lassen
[55] pflegekräfte
[55] arbeiten
[55] testpositive
[55] ausland
[55] fordert

Top Words in Tweet in G9:
[5] abridgen
[4] yellow
[4] reactions
[3] 472k
[3] cbeckj
[3] hoothathuh
[3] listing
[3] 362
[3] 10
[3] serious

Top Words in Tweet in G10:
[77] pvanhouwelingen
[74] nu
[73] oversterfte
[73] wereldwijd
[73] buiten
[73] vaccins
[73] komt
[73] naar
[73] waarheid
[73] steeds

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1157] doubling,time
[506] covid,19
[495] hours,experts
[495] china,days
[495] possibly,hours
[495] days,anymore
[495] anymore,doubling
[495] experts,sink
[495] time,china
[495] time,possibly

Top Word Pairs in Tweet in G1:
[148] covid,19
[61] क,र
[50] #coronavirus,#covid19
[49] र,न
[45] #covid19,#coronavirus
[41] च,न
[40] न,क
[35] न,म
[26] coronavirus,pandemic
[21] #china,#coronavirus

Top Word Pairs in Tweet in G2:
[921] doubling,time
[460] possibly,hours
[460] hours,experts
[460] experts,sink
[460] time,china
[460] anymore,doubling
[460] china,days
[460] days,anymore
[460] time,possibly
[459] drericding,doubling

Top Word Pairs in Tweet in G3:
[242] न,क
[206] च,न
[156] क,र
[147] र,न
[146] न,म
[105] क,ब
[72] क,क
[65] ल,म
[65] द,न
[65] र,स

Top Word Pairs in Tweet in G4:
[242] lord,savior
[238] believe,lied
[237] lied,origins
[237] savior,radical
[235] fauci,lord
[234] ronnyjacksontx,fauci
[234] radical,left
[234] left,believe
[233] origins,coronavi
[13] 2016,darpa

Top Word Pairs in Tweet in G5:
[193] infected,over
[192] next,90
[192] 10,planet's
[192] population,become
[192] planet's,population
[192] 90,days
[192] over,course
[192] become,infected
[192] days,matter
[192] course,next

Top Word Pairs in Tweet in G6:
[228] acude,centro
[228] cercano,domicilio
[228] centro,inmunización
[228] lugar,trabajo
[228] trabajo,ponte
[228] domicilio,lugar
[228] ponte,vacuna
[228] inmunización,cercano
[224] #prevención,acude
[211] vtvcanal8,#prevención

Top Word Pairs in Tweet in G7:
[182] doubling,time
[158] china,doubling
[158] chains,global
[158] global,economy
[158] supply,chains
[158] goodbye,pharmaceuticals
[158] time,hours
[158] pharmaceuticals,supply
[158] hours,goodbye
[157] maolesen,china

Top Word Pairs in Tweet in G8:
[55] pflegekräfte,arbeiten
[55] lassen,ausland
[55] ausland,sofort
[55] gesunde,testpositive
[55] fordert,gesunde
[55] krankenhausgesellschaft,fordert
[55] arbeiten,lassen
[55] testpositive,pflegekräfte
[55] die,krankenhausgesellschaft
[54] sofort,wirk

Top Word Pairs in Tweet in G9:
[3] thebhf,472k
[3] cards,listing
[3] 362,fatal
[3] listing,more
[3] 5m,reactions
[3] yellow,cards
[3] fatal,10
[3] 10,serious
[3] 472k,yellow
[3] more,5m

Top Word Pairs in Tweet in G10:
[73] vaccins,komt
[73] oversterfte,vaccins
[73] sneller,naar
[73] nu,wereldwijd
[73] buiten,volgens
[73] omtrent,corona
[73] naar,buiten
[73] waarheid,omtrent
[73] corona,oversterfte
[73] komt,nu

Top Replied-To
Top Replied-To in Entire Graph:
@ronnyjacksontx
@anterogreco
@drdavidnl
@drericding
@housegop
@drneilstone
@maurorossi75
@thehill
@lizduffy22
@repjamescomer

Top Replied-To in G2:
@drericding

Top Replied-To in G3:
@indiatoday

Top Replied-To in G4:
@ronnyjacksontx
@rjinmelb

Top Replied-To in G5:
@luckytran
@redpoint511a
@drfiliatrault
@a_longhurst
@solnatamd
@lenapatsa

Top Replied-To in G7:
@handsoffthekidz

Top Replied-To in G8:
@karl_lauterbach
@satisfymysoul93
@bmg_bund
@dlemkemeyer
@bbarucker

Top Replied-To in G9:
@victorjennpaul
@joe09396262
@thebhf
@legallois
@adrienn_me
@chrisowen1975
@johnrob28083765
@fatalfibers
@toastegon

Top Replied-To in G10:
@pvanhouwelingen
@super_wappie
@dokterteunis
@wdk____

Top Mentioned
Top Mentioned in Entire Graph:
@drericding
@ronnyjacksontx
@vtvcanal8
@luckytran
@maolesen
@delcyrodriguezv
@traselvalle_obc
@newsdigestweb
@jjaranaz94
@cdilaa

Top Mentioned in G1:
@debugliesnews
@eldiario_net
@jayi_wang
@jingjingxia9
@s_m_lwanga
@flyfmghana
@ukcareguide
@rajdhaniupdate
@covid_evidence
@theurbanabo

Top Mentioned in G2:
@drericding
@scmpnews
@sasswashere
@washingtonpost
@anonylyzer13
@hdsb
@mariannmeedward
@haltonpolice
@financialtimes
@celestial_bean_

Top Mentioned in G3:
@indiatoday
@news18india
@aartitikoo
@opindia_in
@indiatvnews
@vikrantgupta73
@cihs_india
@ndtvindia
@drericding
@jagrannews

Top Mentioned in G4:
@ronnyjacksontx
@01iota
@7newssydney
@bioarchmark
@jlswls2012
@richo_1973
@azdem_w_dogs
@dvillella

Top Mentioned in G5:
@luckytran
@angry_staffer
@flahault
@drericding
@evelio_prieto
@frank_schaeffer
@maolesen
@reutersjapan
@shaunjlawson
@tigresseleanor

Top Mentioned in G6:
@vtvcanal8
@delcyrodriguezv
@nicolasmaduro
@gabrielasjr
@rcr750
@presidencialven
@es_ine
@laradiodelsur
@telesurtv
@conglomeradoven

Top Mentioned in G7:
@maolesen
@tigresseleanor
@drericding
@bigbaddenis
@nobodyimpawtant
@tryangregory
@davidjoffe64
@luckytran
@devisridhar
@mark_butler_mp

Top Mentioned in G8:
@shomburg
@karl_lauterbach
@bmg_bund
@123koko_
@quo_vadis_brd
@arianepasch
@robisurfs
@bbarucker
@draseidler
@deframing23

Top Mentioned in G9:
@abridgen
@cbeckj
@hoothathuh
@leelasik
@nicolas_gaboury
@0800_ksmy_ass
@jiminyc24
@5shezz4
@tbd77
@ssz1967

Top Mentioned in G10:
@pvanhouwelingen
@mr_smith_econ
@zonmw
@stoneboppel
@annekebolen
@marionkoopmans
@kareldoorn1
@iddkko

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@infoitinterno
@tomthunkitsmind
@paoloigna1
@jurylady5
@manchan_sub_acc
@56perumal
@realercanates1
@mortgage_shop
@roblwilson

Top Tweeters in G1:
@caraotadigital
@infoitinterno
@tomthunkitsmind
@realercanates1
@mortgage_shop
@diariocontraste
@yymods
@kazminutes2020
@hagiwararyu11
@fwwinterberg

Top Tweeters in G2:
@faby_nava77
@yarosisnancy
@lesleygsmith3
@monty_chadha
@deepvard
@robsongfreire
@blanketcrap
@llama_strudel
@trumpgot2go
@barbiewithatude

Top Tweeters in G3:
@indiatoday
@vinodshadija
@timesnow
@timesofindia
@prashantarchu
@indiatodayflash
@tarundsnaol
@indiatvnews
@shahzebalvi4
@the_hindu

Top Tweeters in G4:
@christerna
@wilmenbr
@7newssydney
@tc1776
@dudawant
@stringfellowfr4
@jacklon09169906
@venkat_1705
@felizfeliz
@israelawolowo

Top Tweeters in G5:
@_redfrog
@mangellife29
@el_pais
@globeandmail
@ranilyons
@bluedillygal
@ht4ecosocialism
@mrsunlawyer
@anne_tappe
@pablotopo

Top Tweeters in G6:
@telesurtv
@vtvcanal8
@reporteya
@laradiodelsur
@luiscarrillo66
@ojopelao
@gnb_tachira
@jguedez29
@mippcivzla
@rcr750

Top Tweeters in G7:
@jurylady5
@roblwilson
@sosorasora3
@curiocat13
@inforenique
@hacketttom
@guse_guse
@aitch_el
@johnwest_jaws
@cabbidges

Top Tweeters in G8:
@berlinaffaires
@aborifi
@karlerbach
@roxraiyma
@kippelsnicole
@leelah1
@michaelchadham1
@cinco101
@peachicetea3
@damocle63375356

Top Tweeters in G9:
@takethatct
@breezergalway
@the_ouroboros__
@maryloupatey
@thebhf
@glinch72
@carlsmythe
@tomdoubting
@thinkytexan
@aliceking69

Top Tweeters in G10:
@l_ruigrok
@altnieuws
@2_bie
@har36161137
@albert_vla
@verkamerik
@bos_r
@pascalmex44
@hc290146
@massimo94626342


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