Coronavirus, Twitter, 4/10/2022 11:26:30 PM, 274648


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Coronavirus_2022-04-10_01-50-42.xlsx
Coronavirus_2022-04-10_01-50-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3xy1mJZ
@gregggonsalves
@msrosecampbell
@karl_lauterbach
@sciencenews
@chabis_ch
@ctvnews
@reactstudy
@fourwinns298
@nathanstall
@ap

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#新型コロペウイルス
#covidー19

Description:
Description
The graph represents a network of 8,379 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 Sunday, 10 April 2022 at 09:11 UTC.

The requested start date was Sunday, 10 April 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, 47-minute period from Tuesday, 05 April 2022 at 11:38 UTC to Thursday, 07 April 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 : 8379
Unique Edges : 3790
Edges With Duplicates : 11475
Total Edges : 15265
Number of Edge Types : 5
Retweet : 5041
MentionsInRetweet : 5486
Tweet : 2805
Replies to : 447
Mentions : 1486
Self-Loops : 2917
Reciprocated Vertex Pair Ratio : 0.00735404472459853
Reciprocated Edge Ratio : 0.0146007151370679
Connected Components : 2317
Single-Vertex Connected Components : 1152
Maximum Vertices in a Connected Component : 1624
Maximum Edges in a Connected Component : 3889
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 9.359562
Graph Density : 9.56135407805284E-05
Modularity : 0.501049
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,379 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 Sunday, 10 April 2022 at 09:11 UTC.

The requested start date was Sunday, 10 April 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, 47-minute period from Tuesday, 05 April 2022 at 11:38 UTC to Thursday, 07 April 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:
[184] https://newsdigest.jp/pages/coronavirus/
[80] https://www.worldometers.info/coronavirus/country/china/
[74] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[49] https://wwwnc.cdc.gov/travel/notices/covid-3/coronavirus-canada
[48] https://www.ndtv.com/india-news/indias-first-case-of-coronavirus-variant-xe-reported-from-mumbai-2866489#pfrom=home-ndtv_topscroll
[44] https://www3.nhk.or.jp/news/special/coronavirus/data/
[37] https://www.ctvnews.ca/health/coronavirus/protection-against-infection-offered-by-fourth-covid-19-vaccine-dose-wanes-quickly-israeli-study-finds-1.5850153
[27] https://www.lalibre.be/international/europe/2022/04/07/coronavirus-le-chancelier-allemand-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-LJMKAN23SVH7FCOR2GOYYIT64I/
[26] https://www.spiegel.de/wissenschaft/medizin/coronavirus-risiko-von-lungenembolie-und-venenthrombose-noch-monate-nach-infektion-erhoeht-a-65b706f9-f776-46c1-9e19-8d25a05462fa
[26] https://www.nu.nl/coronavirus/6193593/ene-na-de-andere-spoedeisende-hulp-dicht-vanwege-ziekteverzuim.html

Top URLs in Tweet in G1:
[12] https://www.theguardian.com/world/2022/apr/07/covid-deaths-uk-total-data-error-health-agency-coronavirus-england-official-figures
[9] https://fij.info/coronavirus-feature/overseas#tempo0211
[8] https://www3.nhk.or.jp/news/special/coronavirus/data/
[6] https://www.ndtv.com/india-news/indias-first-case-of-coronavirus-variant-xe-reported-from-mumbai-2866489
[6] https://www.ledevoir.com/societe/sante/696546/coronavirus-des-cas-de-reinfection-rapide-a-la-covid-19-emergent
[6] https://dailycaller.com/2022/04/06/fda-covid-19-coronavirus-second-booster-authorized-pfizer/
[5] https://www.faz.net/aktuell/gesellschaft/gesundheit/coronavirus/masken-verzoegern-sprachentwicklung-folge-der-corona-massnahmen-17933790.html
[5] https://www.bloomberg.com/news/newsletters/2022-04-05/coronavirus-daily-to-vaccinate-hesitant-americans-use-trump?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.tagesschau.de/inland/lauterbach-kehrtwende-isolation-coronavirus-105.html
[5] https://www.breitbart.com/health/2022/04/06/fauci-says-likely-u-s-see-surge-coronavirus-cases-fall/

Top URLs in Tweet in G2:
[9] https://www.oe24.at/coronavirus/deutschland-schafft-quarantaene-doch-nicht-ab/515748746
[4] https://www.tagesschau.de/inland/lauterbach-kehrtwende-isolation-coronavirus-105.html
[4] https://www.tagesschau.de/inland/lauterbach-kehrtwende-isolation-coronavirus-101.html
[2] https://www.spiegel.de/wissenschaft/medizin/coronavirus-risiko-von-lungenembolie-und-venenthrombose-noch-monate-nach-infektion-erhoeht-a-65b706f9-f776-46c1-9e19-8d25a05462fa?sara_ecid=soci_upd_wbMbjhOSvViISjc8RPU89NcCvtlFcJ
[2] https://www.faz.net/aktuell/gesellschaft/gesundheit/coronavirus/masken-verzoegern-sprachentwicklung-folge-der-corona-massnahmen-17933790.html
[2] https://www.tagesschau.de/inland/corona-regeln-wissenschaft-101.html
[2] https://www.tagesschau.de/inland/innenpolitik/isolation-freiwillig-101.html
[2] https://www.tagesschau.de/ausland/asien/corona-lockdown-shanghai-105.html
[2] https://www.nationalworld.com/health/coronavirus/why-are-more-people-dying-in-the-uk-thousands-of-excess-deaths-from-non-covid-causes-reported-3578213?amp
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-risiko-von-lungenembolie-und-venenthrombose-noch-monate-nach-infektion-erhoeht-a-65b706f9-f776-46c1-9e19-8d25a05462fa?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph

Top URLs in Tweet in G3:
[7] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveyantibodyandvaccinationdatafortheuk/6april2022
[4] https://www.ledevoir.com/societe/sante/696546/coronavirus-des-cas-de-reinfection-rapide-a-la-covid-19-emergent
[4] https://coronavirus.data.gov.uk/
[3] https://wtop.com/coronavirus/2022/04/johns-hopkins-georgetown-universities-reinstate-covid-19-measures-mask-mandates/
[2] https://time.com/6164491/covid-19-funding-deal-uninsured/
[2] https://www.syracuse.com/coronavirus/2022/04/10b-covid-spending-bill-stalls-in-senate-as-gop-dems-stalemate.html?utm_campaign=syracuse_sf&utm_source=twitter&utm_medium=social
[1] https://ourworldindata.org/coronavirus/country/united-states#what-is-the-cumulative-number-of-confirmed-deaths
[1] https://www.nytimes.com/2020/05/08/opinion/coronavirus-public-shaming.html
[1] https://coronavirus.data.gov.uk/?_ga=2.143989116.839393199.1649118901-2024130671.1649118901
[1] https://news.abplive.com/news/india/omicron-xe-variant-case-detected-in-mumbai-coronavirus-update-covid-19-new-strain-maharashtra-1524024

Top URLs in Tweet in G4:
[44] https://wwwnc.cdc.gov/travel/notices/covid-3/coronavirus-canada
[35] https://www.ctvnews.ca/health/coronavirus/protection-against-infection-offered-by-fourth-covid-19-vaccine-dose-wanes-quickly-israeli-study-finds-1.5850153
[21] https://www.ctvnews.ca/health/coronavirus/we-don-t-have-the-staff-juni-says-ontario-can-t-ramp-up-to-3-000-icu-beds-1.5851061
[17] https://www.ctvnews.ca/health/coronavirus/we-don-t-have-the-staff-juni-says-ontario-can-t-ramp-up-to-3-000-icu-beds-1.5851061?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=624dee5f175a560001344ccb&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[12] https://www.ctvnews.ca/health/coronavirus/masking-possible-4th-dose-needed-to-tackle-canada-s-latest-wave-experts-say-1.5849446?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=624d28e777636d0001dd6519&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/world-renowned-toronto-cancer-hospital-receives-50-million-donation-1.5849506?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=624d337b77636d0001dd6775&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/receiving-the-covid-19-vaccine-during-early-pregnancy-not-associated-with-risk-of-birth-defects-study-1.5849718?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=624d531077636d0001dd6da8&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/we-don-t-have-the-staff-juni-says-ontario-can-t-ramp-up-to-3-000-icu-beds-1.5851061?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=624e8f7be5704a0001751047&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.quebec.ca/en/health/health-issues/a-z/2019-coronavirus/testing-for-covid-19/get-covid-19-test
[2] https://www.ctvnews.ca/health/coronavirus/receiving-the-covid-19-vaccine-during-early-pregnancy-not-associated-with-risk-of-birth-defects-study-1.5849718?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=624cbf3289a5f1000135e985&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G5:
[66] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/info-franceinfo-gestion-du-covid-19-la-presidente-d-une-association-de-victimes-depose-plainte-contre-trois-cabinets-de-conseil-pour-corruption-et-recel-de-favoritisme_5057539.html
[1] https://www.nj.com/coronavirus/2022/04/a-3rd-covid-booster-cdc-director-says-it-could-be-in-the-cards-this-fall.html
[1] https://bit.ly/3uhwuew
[1] https://bit.ly/3Kvei6E
[1] https://www.letelegramme.fr/coronavirus/ces-bretonnes-ont-des-regles-chamboulees-depuis-la-covid-06-04-2022-12974863.php
[1] https://www.pleinevie.fr/sante/coronavirus/effets-secondaires-vaccins-femmes-entendues-problemes-de-cycles-menstruels-61075.html
[1] https://justthenews.com/politics-policy/coronavirus/kansas-senate-passed-bill-increasing-access-ivermectin-lessening-school

Top URLs in Tweet in G6:
[5] https://www.tf1info.fr/sante/coronavirus-etude-suede-le-covid-19-augmente-le-risque-de-caillots-sanguins-jusque-6-mois-apres-l-infection-2215877.html?utm_medium=Social&utm_source=Twitter&Echobox=1649322870#xtor=CS5-113
[5] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[5] https://www.rtl.fr/actu/politique/invite-rtl-coronavirus-jean-lassalle-se-demande-si-le-vaccin-ne-lui-a-pas-abime-le-coeur-7900124119
[2] https://www.tf1info.fr/sante/coronavirus-etude-suede-le-covid-19-augmente-le-risque-de-caillots-sanguins-jusque-6-mois-apres-l-infection-2215877.html?utm_medium=Social&utm_source=Twitter&Echobox=1649312479#xtor=CS5-113
[1] https://www.bild.de/politik/2022/politik/corona-impfpflicht-fuer-alle-ueber-60-jahre-bundestag-schmettert-gesetz-ab-79701610.bild.html
[1] https://twitter.com/NoTricksZone/status/1512022206339067910
[1] https://twitter.com/Carterj37919661/status/1511476140082438150

Top URLs in Tweet in G7:
[182] https://newsdigest.jp/pages/coronavirus/
[18] https://reut.rs/3xaxe74
[14] https://www3.nhk.or.jp/news/special/coronavirus/data/
[10] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[10] https://www.fnn.jp/articles/-/343676
[10] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-11-01..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Cases+sequenced&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~GBR~USA~FRA~DEU~ITA~CAN
[9] https://bit.ly/3LIKuE6
[9] https://jp.reuters.com/article/health-coronavirus-germany-idJPKCN2LY0EV?feedType=RSS&feedName=special20
[8] https://jp.reuters.com/article/health-coronavirus-germany-idJPKCN2LY0EV
[4] https://jp.reuters.com/article/health-coronavirus-china-idJPKCN2LY0DG?taid=624d705d3225ef000128fef0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G8:
[4] http://ws-jp.co.jp/2021/02/15/science-technology-22-coronavirus-24/
[4] https://medium.com/@world.solutions.c/thoughts-on-national-security-and-politics-in-the-coronavirus-era-cc7789114ae4?sk=8a4548f49867d8364f76ac709821258b
[3] http://ws-jp.co.jp/2020/08/24/world-6/
[2] http://trib.al/XLYfJI4
[2] http://ws-jp.co.jp/2020/09/06/science-technology-9-coronavirus-11/
[2] http://ws-jp.co.jp/2020/12/06/science-technology-18-coronavirus-21/
[2] http://ws-jp.co.jp/2021/02/19/recent-articles-about-japan-8/
[2] http://ws-jp.co.jp/2021/08/23/recent-articles-about-japan-29/
[2] http://ws-jp.co.jp/2020/02/15/science-technology-1-coronavirus-1/
[2] http://ws-jp.co.jp/2020/11/02/uk-31-pharmaceutical-corporations/

Top URLs in Tweet in G9:
[2] https://www.imperial.ac.uk/news/235377/16-infected-with-coronavirus-react-study/
[2] https://wwwnc.cdc.gov/travel/notices/covid-3/coronavirus-canada
[1] https://www.theguardian.com/world/2022/apr/07/covid-deaths-uk-total-data-error-health-agency-coronavirus-england-official-figures?CMP=Share_AndroidApp_Tweet
[1] https://bit.ly/3ueAhcG
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/

Top URLs in Tweet in G10:
[22] https://www.nu.nl/coronavirus/6193593/ene-na-de-andere-spoedeisende-hulp-dicht-vanwege-ziekteverzuim.html
[16] https://www.nu.nl/coronavirus/6193593/ene-na-de-andere-spoedeisende-hulpafdeling-dicht-vanwege-ziekteverzuim.html
[15] https://www.nu.nl/coronavirus/6193415/willem-engel-weer-op-vrije-voeten-in-opruiingszaak-mag-ook-weer-op-sociale-media.html
[9] https://www.nu.nl/coronavirus/6193833/duitse-regering-wijst-vaccinatieplicht-60-plussers-toch-af.html
[5] https://www.nu.nl/coronavirus/6193446/fysios-behandelen-dubbel-zoveel-mensen-met-langdurige-covid-als-jaar-eerder.html
[2] https://www.cbg-meb.nl/onderwerpen/medicijninformatie-het-nieuwe-coronavirus/updates-medicijn-tegen-coronavirus-en-beschikbaarheid-van-medicijnen
[1] https://coronavirus.data.gov.uk
[1] https://twitter.com/JoePajak/status/1508870013943525382
[1] https://www.imperial.ac.uk/news/235377/16-infected-with-coronavirus-react-study/?utm_medium=email
[1] https://iaptsheffield.shsc.nhs.uk/coping-with-coronavirus/

Top Domains
Top Domains in Tweet in Entire Graph:
[198] bit.ly
[186] blogspot.com
[184] newsdigest.jp
[124] ctvnews.ca
[113] twitter.com
[94] worldometers.info
[93] nu.nl
[93] cdc.gov
[91] nhs.uk
[77] or.jp

Top Domains in Tweet in G1:
[53] bit.ly
[33] twitter.com
[32] com.ar
[20] nhs.uk
[20] co.uk
[20] theguardian.com
[19] gov.uk
[16] or.jp
[16] informazione.it
[12] washingtonpost.com

Top Domains in Tweet in G2:
[14] tagesschau.de
[9] oe24.at
[6] spiegel.de
[6] faz.net
[3] wdr.de
[2] nationalworld.com
[2] welt.de
[1] rp-online.de
[1] ourworldindata.org
[1] trib.al

Top Domains in Tweet in G3:
[12] gov.uk
[5] ledevoir.com
[3] wtop.com
[3] ourworldindata.org
[2] time.com
[2] syracuse.com
[1] nytimes.com
[1] abplive.com
[1] sciencenews.org
[1] axios.com

Top Domains in Tweet in G4:
[105] ctvnews.ca
[44] cdc.gov
[3] quebec.ca
[1] bit.ly
[1] fiercepharma.com

Top Domains in Tweet in G5:
[66] ledauphine.com
[2] bit.ly
[2] francetvinfo.fr
[1] nj.com
[1] letelegramme.fr
[1] pleinevie.fr
[1] justthenews.com

Top Domains in Tweet in G6:
[7] tf1info.fr
[5] ledauphine.com
[5] rtl.fr
[2] twitter.com
[1] bild.de

Top Domains in Tweet in G7:
[182] newsdigest.jp
[28] or.jp
[21] reuters.com
[20] bit.ly
[18] reut.rs
[10] fnn.jp
[10] ourworldindata.org
[5] co.jp
[1] ac.jp
[1] apotheke-adhoc.de

Top Domains in Tweet in G8:
[26] co.jp
[13] twitter.com
[6] medium.com
[5] nyti.ms
[4] trib.al
[2] wb.md
[1] apnews.com
[1] hispanidad.com
[1] bloomberg.com

Top Domains in Tweet in G9:
[2] ac.uk
[2] cdc.gov
[1] theguardian.com
[1] bit.ly
[1] nhs.uk

Top Domains in Tweet in G10:
[68] nu.nl
[4] twitter.com
[2] cbg-meb.nl
[1] gov.uk
[1] ac.uk
[1] nhs.uk
[1] youtube.com
[1] soundcloud.com
[1] medicalnewstoday.com
[1] vimeo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1140] coronavirus
[853] covid19
[245] covid_19
[241] covid
[176] 新型コロペウイルス
[146] covidー19
[116] urgencyofnormal
[87] omicron
[82] toquedequeda
[81] pfizer



Top Hashtags in Tweet in G1:
[261] coronavirus
[132] covid19
[39] covid
[29] corona
[25] covid_19
[12] mumbai
[11] news
[11] impfpflicht
[10] india
[10] pandemic

Top Hashtags in Tweet in G2:
[39] coronavirus
[9] lauterbach
[9] ampel
[9] impfpflicht
[8] bundestag
[8] isolation
[5] deutschland
[4] schweden
[3] bayern
[3] corona

Top Hashtags in Tweet in G3:
[104] urgencyofnormal
[2] masks
[1] mask
[1] sarscov2
[1] necropolitics

Top Hashtags in Tweet in G4:
[19] ontario
[19] covid19

Top Hashtags in Tweet in G5:
[21] kansas
[2] covid19
[2] macronmckinsey
[2] mckingseygate
[1] rtlmatin
[1] cyclesmenstruels

Top Hashtags in Tweet in G6:
[21] coronavirus
[7] covid19
[5] lassalle
[5] vaccin
[3] emmanuelmacron
[1] passsanitaire

Top Hashtags in Tweet in G7:
[172] 新型コロペウイルス
[138] covid19
[1] urgencyofnormal
[1] newsdigest

Top Hashtags in Tweet in G8:
[14] coronavirus
[4] economy
[4] コロペウイルス
[4] election2021
[2] tokyo2020
[2] tokyo2021
[2] scienceandtechnology
[2] 科学暀術
[2] 新型肺炞
[2] コロペウィルス

Top Hashtags in Tweet in G9:
[81] coronavirus

Top Hashtags in Tweet in G10:
[4] corona
[3] covidisnotover
[1] omicron
[1] ba2variant
[1] fysio
[1] longcovid
[1] omt
[1] isolatie
[1] zorginfarct
[1] oversterfte

Top Words
Top Words in Tweet in Entire Graph:
[2926] ãƒ
[2673] coronavirus
[2365] æ
[2062] ç
[1633] covid
[1124] #coronavirus
[1092] 19
[847] #covid19
[841] ÿã
[744] ˆã

Top Words in Tweet in G1:
[606] coronavirus
[367] ãƒ
[344] æ
[297] covid
[261] #coronavirus
[195] 19
[163] ç
[132] #covid19
[124] àª
[123] cases

Top Words in Tweet in G2:
[130] karl_lauterbach
[112] gibt
[99] neue
[97] studien
[97] jahre
[96] tag
[96] schã
[95] fast
[95] jeden
[95] langfristigen

Top Words in Tweet in G3:
[126] gregggonsalves
[106] debate
[104] large
[104] those
[104] calling
[104] #urgencyofnormal
[104] won
[104] policy
[104] convincing
[104] nation

Top Words in Tweet in G4:
[104] ctvnews
[101] covid
[64] 000
[64] icu
[64] beds
[59] ramp
[59] dose
[55] 19
[54] study
[53] vaccine

Top Words in Tweet in G5:
[98] baisse
[96] aux
[95] coronavirus
[83] covid
[82] 19
[82] lance
[82] signal
[82] pertes
[82] auditives
[82] liã

Top Words in Tweet in G6:
[288] contre
[149] lâ
[149] coronavirus
[145] bundestag
[145] vaccination
[144] rejette
[144] obligation
[144] 683
[144] suffrages
[144] exprimã

Top Words in Tweet in G7:
[1542] ãƒ
[1182] ç
[1100] æ
[559] ˆã
[478] ÿã
[340] ÿæÿ
[236] ˆè
[229] ˆå
[226] šï
[221] š

Top Words in Tweet in G8:
[120] covid
[86] update
[73] shanghai
[72] coronavirus
[68] ap
[67] virus
[66] senate
[54] nytimes
[49] bill
[46] gop

Top Words in Tweet in G9:
[92] react
[92] survey
[92] recorded
[92] highest
[92] number
[92] infections
[92] england
[81] µ
[81] latest
[81] final

Top Words in Tweet in G10:
[53] nunl
[39] weer
[31] ene
[31] andere
[31] spoedeisende
[31] dicht
[31] vanwege
[31] ziekteverzuim
[21] hulp
[20] ook

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1200] ãƒ,ãƒ
[845] covid,19
[329] ãƒ,ペã
[327] àª,àª
[323] ペã,ãƒ
[304] åž,ãƒ
[286] ÿæÿ,ç
[274] æ,ÿã
[268] ç,ºèª
[260] æ,æ

Top Word Pairs in Tweet in G1:
[160] covid,19
[143] ãƒ,ãƒ
[103] àª,àª
[74] æ,æ
[64] coronavirus,cases
[50] 26,million
[47] ãƒ,æ
[45] ø,ø
[40] î,î
[38] æ,ÿæÿ

Top Word Pairs in Tweet in G2:
[99] gibt,neue
[95] fast,jeden
[95] jeden,tag
[95] tag,gibt
[95] neue,studien
[95] studien,langfristigen
[95] langfristigen,schã
[95] schã,coronainfektion
[95] coronainfektion,jahre
[95] jahre,begleiten

Top Word Pairs in Tweet in G3:
[104] large,those
[104] those,calling
[104] calling,#urgencyofnormal
[104] #urgencyofnormal,won
[104] won,policy
[104] policy,debate
[104] debate,convincing
[104] convincing,nation
[104] nation,midst
[103] gregggonsalves,large

Top Word Pairs in Tweet in G4:
[64] 000,icu
[64] icu,beds
[59] ramp,000
[55] covid,19
[53] 19,vaccine
[47] protection,against
[47] against,infection
[47] infection,offered
[47] offered,fourth
[47] fourth,covid

Top Word Pairs in Tweet in G5:
[82] coronavirus,covid
[82] covid,19
[82] lance,signal
[82] signal,pertes
[82] pertes,auditives
[82] auditives,liã
[82] liã,aux
[76] aux,vaccins
[72] 19,lâ
[72] lâ,oms

Top Word Pairs in Tweet in G6:
[144] bundestag,rejette
[144] rejette,lâ
[144] lâ,obligation
[144] obligation,vaccination
[144] vaccination,contre
[144] contre,coronavirus
[144] coronavirus,683
[144] 683,suffrages
[144] suffrages,exprimã
[144] exprimã,296

Top Word Pairs in Tweet in G7:
[683] ãƒ,ãƒ
[226] ˆã,šï
[220] ç,ºèª
[217] æ,ÿã
[210] ÿæÿ,ç
[210] ˆå,ˆè
[207] ç,urlã
[207] urlã,ˆã
[204] šï,š
[203] ãƒ,ペã

Top Word Pairs in Tweet in G8:
[66] virus,update
[61] ap,virus
[37] update,covid
[29] update,gop
[29] gop,blocks
[29] blocks,senate
[29] senate,covid
[29] covid,bill
[29] bill,demands
[29] demands,votes

Top Word Pairs in Tweet in G9:
[92] recorded,highest
[92] highest,number
[92] infections,england
[81] µ,latest
[81] latest,final
[81] final,react
[81] react,survey
[81] survey,recorded
[81] number,#coronavirus
[81] #coronavirus,infections

Top Word Pairs in Tweet in G10:
[31] ene,andere
[31] andere,spoedeisende
[31] dicht,vanwege
[31] vanwege,ziekteverzuim
[20] spoedeisende,hulp
[20] hulp,dicht
[19] willem,engel
[19] engel,weer
[19] weer,vrije
[19] vrije,voeten

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@ndtv
@potus
@amentemorane
@539th
@iescolar
@nlezern
@lillylue_ki
@guardian
@nicolaskasprzak

Top Replied-To in G1:

Top Replied-To in G2:
@karl_lauterbach
@hosenmaus1
@lachendelehrer2
@grumbleaxe
@sitokigaming
@andygetout
@recarecaps
@shybenwisher
@bmg_bund
@frankfurtzack

Top Replied-To in G3:
@noyesjhumphrey
@nycmayor
@nkinneweng
@cathnoakes

Top Replied-To in G4:
@showers_street
@a_longhurst
@jeffreytfreeman
@howcanthisbe22
@subversivepsych

Top Replied-To in G5:
@amentemorane
@faminifilm
@salaunorama
@acsikel
@samsan89194686
@kariston_bis
@pkveyz
@immortellexiii
@letsunamio
@jlesgards

Top Replied-To in G7:
@mikito_777

Top Replied-To in G8:
@angstymustard
@eu_srb
@bbcchinese
@nytimes

Top Replied-To in G10:
@marcbonten
@ademoor
@ons
@ghoog15
@ernstkuipers
@ministervws

Top Mentioned
Top Mentioned in Entire Graph:
@carol_me
@gregggonsalves
@newsdigestweb
@karl_lauterbach
@tony73_
@ctvnews
@traselvalle_obc
@jjaranaz94
@reactstudy

Top Mentioned in G1:
@jay1stnewyorker
@ukcareguide
@jayi_wang
@anilkjain61
@_lavozdecordoba
@bethfuschetti
@infectious9876

Top Mentioned in G2:
@karl_lauterbach
@watch_union
@mrsmertes
@geraldgrosz
@tagesschau
@rosenbusch_
@tim_roehn
@br24
@riendebock
@mmittermeier

Top Mentioned in G3:
@gregggonsalves
@rottenindenmark
@conor64
@gab_h_r
@sciencenews
@johnshopkins
@georgetown
@projectn95
@chrischirp
@duvalduval

Top Mentioned in G4:
@ctvnews
@fourwinns298
@nathanstall
@dalerose111
@joeolivermd
@maplesystemsrd
@davidpugliese
@georgehackensc2
@timqmlcnorthvic
@drericding

Top Mentioned in G5:
@chriscottonstat
@verity_france
@corinnereverbel
@olivierveran
@rtlfrance
@hello56031130
@cathydesmettre
@medic4allhuman
@faminifilm

Top Mentioned in G6:
@carol_me
@paulmaxit
@verity_france
@lci
@patriotosorus
@tf1info

Top Mentioned in G7:
@newsdigestweb
@masaru_kaneko
@zarame_senbee
@reutersjapan
@yokohama_geo
@curioshiki
@morecleanenergy
@miyamiya039
@fdzaraf
@tamacat22

Top Mentioned in G8:
@ap
@nytimes
@wsjp_insight
@webmd
@medium
@reuters

Top Mentioned in G9:
@reactstudy
@lbc
@kit_yates_maths
@fourwinns298

Top Mentioned in G10:
@nunl
@ministervws
@p0empiedinges
@ons
@anatwitje
@ginnymooy
@jopinie
@nl_realist
@the_stinging
@joepajak

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@infoitinterno
@tomthunkitsmind
@animalsholbox
@simanekomama
@zyitegadgets
@stigmabaseo
@edinburghwatch

Top Tweeters in G1:
@infoitinterno
@tomthunkitsmind
@zyitegadgets
@stigmabaseo
@portaldiarioar
@andyvermaut
@realercanates1
@crweworld
@lado_mx
@diariocontraste

Top Tweeters in G2:
@chrisbrey1
@yoga_and_more
@feldart
@michael_kunz
@uwewolff966
@shellysherrchen
@brigitt01214804
@connyro_bln
@mgd_1970
@tagesschau

Top Tweeters in G3:
@lizditz
@icblues
@kmontenegro
@odoylecharlotte
@demfromct
@aspeed
@ljohn44
@genecowan
@pinky_or_brain
@hilarieashton

Top Tweeters in G4:
@ksp_libs
@kathy73921688
@blueravefinn
@dmacottawa
@ctvnews
@theslimdude
@pattidudek
@jaydeewriting
@choiceznewz
@lettienets

Top Tweeters in G5:
@sonialavera
@rtlfrance
@jackimbe
@ydahoydaho
@anabellatibo
@daniesteimer
@odile_bouyon
@khandeskhans
@yaya_chutt
@pitniff95

Top Tweeters in G6:
@william85837998
@52fabienne
@mansan_man
@ana_pinson
@julien0686
@petitoursonnes
@dopaminergic13
@gerardbondeau
@g2chaulle
@oswaldo20151

Top Tweeters in G7:
@sosorasora3
@mowaaaan5
@uchida_kawasaki
@akagetto
@egoist5396
@gokurakusyugi
@mutoh_z
@narapon1966
@guts_ya
@yoko1_8_1

Top Tweeters in G8:
@falconhamada_90
@reuters
@stephenwnix
@feinberg_linda
@lbrothersmedia
@nytimes
@momsthoughts
@ap
@jawnlouis
@nytimesworld

Top Tweeters in G9:
@roblwilson
@sandradunn1955
@christoclifford
@inclinepress
@julietmevans
@ameliaaber
@trudgin
@roger_xanth_day
@neighbour_kx
@19mw98

Top Tweeters in G10:
@lorelei3112
@crapanzanorobin
@monasmitte
@jjdemul
@doornuook
@plepsart
@lanibeno
@nunl
@bartissimus
@jadwigajmvsolar


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