Coronavirus, Twitter, 12/30/2022 9:58:41 AM, 287256
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Coronavirus_2022-12-30_01-47-26.xlsx
Coronavirus_2022-12-30_01-47-26.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3VxZ9GD
@lauramiers
@sukunabikona7
@tigresseleanor
@090_0655
@angama_market
@bonobo_nico
@mirella_phd
@breemunro
@labrownaz
@todayshow

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#covidー19
#toquedequeda
#felizjueves

Description:
Description
The graph represents a network of 6,024 Twitter users whose recent tweets contained "Coronavirus", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 09:52 UTC.

The tweets in the network were tweeted over the 1080-day, 13-hour, 42-minute period from Tuesday, 14 January 2020 at 11:18 UTC to Friday, 30 December 2022 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 6024
Unique Edges : 2713
Edges With Duplicates : 10026
Total Edges : 12739
Number of Edge Types : 9
Retweet : 3729
MentionsInRetweet : 4219
Replies to : 882
MentionsInReplyTo : 2084
Tweet : 1279
Mentions : 352
Quote : 84
MentionsInQuoteReply : 34
MentionsInQuote : 76
Self-Loops : 1673
Reciprocated Vertex Pair Ratio : 0.0209318028359217
Reciprocated Edge Ratio : 0.041005291005291
Connected Components : 1165
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 1058
Maximum Edges in a Connected Component : 2293
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 8.269994
Graph Density : 0.000166691692469703
Modularity : 0.502905
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,024 Twitter users whose recent tweets contained "Coronavirus", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 09:52 UTC.

The tweets in the network were tweeted over the 1080-day, 13-hour, 42-minute period from Tuesday, 14 January 2020 at 11:18 UTC to Friday, 30 December 2022 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[134] https://www.newsweek.com/radio-host-adam-carolla-says-only-old-sick-die-coronavirus-asks-whos-going-get-played-next-1529318
[76] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Confirmed+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~JPN
[76] https://twitter.com/Angama_Market/status/1608445086844743680/photo/1
[61] https://justthenews.com/politics-policy/coronavirus/pfizer-and-moderna-better-get-clarified-study-finds-worse-antibodies
[57] https://jp.reuters.com/article/health-coronavirus-india-tests-idJPKBN2TD0GQ
[56] https://www3.nhk.or.jp/news/special/coronavirus/data-all/#graph--infect-death__infect
[56] https://twitter.com/SukunaBikona7/status/1608599449177329664/photo/1
[46] https://jp.reuters.com/article/health-coronavirus-china-casualties-idJPKBN2TD0X1
[41] https://justthenews.com/politics-policy/coronavirus/pfizer-and-moderna-better-get-clarified-study-finds-worse-antibodies?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[37] https://jp.reuters.com/article/health-coronavirus-china-casualties-idJPKBN2TD0X1?taid=63add4e5fe01750001c91a5a&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[15] https://justthenews.com/politics-policy/coronavirus/pfizer-and-moderna-better-get-clarified-study-finds-worse-antibodies
[10] https://jp.reuters.com/article/health-coronavirus-india-tests-idJPKBN2TD0GQ
[7] https://jp.reuters.com/article/health-coronavirus-china-casualties-idJPKBN2TD0X1
[6] https://www.today.com/health/coronavirus/woman-details-myocarditis-covid-symptoms-rcna63476
[4] https://www.boston.com/news/coronavirus/2022/12/28/coronavirus-subvariant-xbb-widespread-new-england/
[4] https://www.highcpmrevenuenetwork.com/g6rr6qhrq3?key=d442a72d5239a3560e7de12f3fd3e74e
[4] https://twitter.com/SilaisManagua/status/1608600178277384192/photo/1
[4] https://dreddymd.com/2021/06/11/spike-protein-variants-in-coronavirus-vaccines-are-the-root-cause-of-blood-clots-new-study-finds/
[4] https://www.worldometers.info/coronavirus/
[4] https://twitter.com/BDDataplan/status/1608495132709638144/photo/1

Top URLs in Tweet in G2:
[11] https://www.today.com/health/coronavirus/woman-details-myocarditis-covid-symptoms-rcna63476
[1] https://twitter.com/LauraMiers/status/1608536497820663808/photo/1
[1] https://www.webmd.com/covid/coronavirus
[1] https://www.ecdc.europa.eu/en/middle-east-respiratory-syndrome-coronavirus-mers-cov-situation-update
[1] https://twitter.com/sasswashere/status/1608131383209205762
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-covid-19-vaccination-for-children/coronavirus-covid-19-vaccine-for-children-aged-5-to-15/
[1] http://publichealth.lacounty.gov/media/coronavirus/traveladvisory.htm
[1] https://twitter.com/lapublichealth/status/1608244054784983044/photo/1
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=921f64b8-8827-11ed-bd16-6b7673497666&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMi0yNi9jb3JvbmF2aXJ1cy1jYW4tcGVyc2lzdC1mb3ItbW9udGhzLWFmdGVyLXRyYXZlcnNpbmctZW50aXJlLWJvZHk=

Top URLs in Tweet in G3:
[1] https://twitter.com/AlienorAubigne/status/1608540119870357507/video/1
[1] https://twitter.com/LuckyLuciano957/status/1608228633977696257/video/1
[1] https://www.20minutes.fr/sport/2989779-20210303-coronavirus-legende-football-pele-fait-vacciner-montre-jour-inoubliable
[1] https://twitter.com/NicolasPichot6/status/1608440608787673089/video/1
[1] https://twitter.com/Fbc_Pt/status/1608575932469760001/video/1

Top URLs in Tweet in G4:
[32] https://justthenews.com/politics-policy/coronavirus/pfizer-and-moderna-better-get-clarified-study-finds-worse-antibodies?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[7] https://redstate.com/scotthounsell/2021/09/14/revealed-fauci-ignored-obamas-ban-on-gain-of-function-research-ordered-coronavirus-studies-to-continue-n442198
[6] https://www.dailymail.co.uk/news/article-9648687/Chinese-virologist-says-Fauci-emails-claim-coronavirus-unrestricted-bioweapon.html
[5] https://blog.nomorefakenews.com/2022/12/26/coronavirus-run-here-come-the-experimental-drugs-2/
[5] https://twitter.com/jonrappoport/status/1608470680634286080/photo/1
[3] https://drshoemakercovidtruth.com/
[2] https://www.theblaze.com/news/fauci-daughter-twitter-coronavirus-conflict
[2] https://justthenews.com/politics-policy/coronavirus/pfizer-and-moderna-better-get-clarified-study-finds-worse-antibodies
[2] https://academic.oup.com/crawlprevention/governor?content=%2fajcn%2farticle%2f115%2f4%2f1123%2f6448988
[2] https://rumble.com/v218blg-dr.-chris-shoemaker-they-knew-ivermectin-was-the-answer-to-a-coronavirus-ou.html

Top URLs in Tweet in G5:
[1] https://twitter.com/VTVcanal8/status/1608627804819652611/photo/1
[1] https://twitter.com/VTVcanal8/status/1608491783817674753/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1608612540757737472/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1579305186556018688/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1580749796708519937/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1586908607324594180/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1585056626142507008/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1574949692114604032/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1566624679296647168/photo/1
[1] https://twitter.com/delcyrodriguezv/status/1568082142969663489/photo/1

Top URLs in Tweet in G6:
[131] https://www.newsweek.com/radio-host-adam-carolla-says-only-old-sick-die-coronavirus-asks-whos-going-get-played-next-1529318
[3] https://twitter.com/scientist_pop/status/1608517173596803072/photo/1
[2] https://www.dailymail.co.uk/debate/article-8821113/The-average-age-death-coronavirus-82-4-years-writes-DAVID-ROSE.html
[1] https://people.com/health/celebrity-coronavirus-deaths/

Top URLs in Tweet in G7:
[1] https://dailycaller.com/2022/12/28/pandemic-learning-loss-students-lifetime/
[1] https://www.chicagotribune.com/coronavirus/ct-nw-coronavirus-world-updates-20200329-ezdk6zuf3zbibjbdvyslexamne-story.html
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[1] https://www.cnn.com/2020/06/03/us/fauci-schools-reopening-coronavirus/index.html
[1] https://twitter.com/Jim_Jordan/status/1608592458199478272
[1] https://www.foxnews.com/politics/fauci-trump-travel-restrictions-saved-lives-coronavirus
[1] https://www.pasteur.fr/en/press-area/press-documents/institut-pasteur-sequences-whole-genome-coronavirus-2019-ncov
[1] https://www.nbcdfw.com/news/coronavirus/gov-greg-abbott-to-detail-latest-in-covid-19-fight-thursday-at-noon/2334290/
[1] https://www.politico.eu/article/coronavirus-vaccine-children-ethics-science/
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html

Top URLs in Tweet in G8:
[73] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Confirmed+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~JPN
[73] https://twitter.com/Angama_Market/status/1608445086844743680/photo/1
[28] https://jp.reuters.com/article/health-coronavirus-india-tests-idJPKBN2TD0GQ
[1] https://newsdigest.jp/pages/coronavirus/
[1] https://twitter.com/triangle24/status/1608054715845324802/photo/1
[1] https://web.sapmed.ac.jp/canmol/coronavirus/death.html?y=0&s=y&d=1#date
[1] https://twitter.com/inoueshin0/status/1608065330722766849/photo/1
[1] https://www.globaltimes.cn/page/202212/1282775.shtml#.Y6xBGJzL3kQ.twitter
[1] https://www3.nhk.or.jp/news/html/20221227/k10013936521000.html
[1] https://www3.nhk.or.jp/news/special/coronavirus/hospital/

Top URLs in Tweet in G9:
[56] https://www3.nhk.or.jp/news/special/coronavirus/data-all/#graph--infect-death__infect
[56] https://twitter.com/SukunaBikona7/status/1608599449177329664/photo/1
[32] https://jp.reuters.com/article/health-coronavirus-china-casualties-idJPKBN2TD0X1
[2] https://twitter.com/tigresseleanor/status/1606191090754719745/photo/1
[2] https://twitter.com/tigresseleanor/status/1608485865365413888/photo/1
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/tests-de-depistage-du-covid-19/covid-19-faut-il-tester-les-voyageurs-en-provenance-de-chine_5570277.html?utm_source=dlvr.it&utm_medium=twitter#xtor=RSS-3-%5Bmonde%5D
[2] https://www.science.org/content/article/blood-vessel-attack-could-trigger-coronavirus-fatal-second-phase?cookieSet=1
[1] https://trib.al/f8xfQhJ
[1] https://cambiocolombia.com/articulo/pais/muertes-por-covid-19-se-triplicaron-durante-diciembre-en-colombia
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-depistage-dans-l-ue-des-voyageurs-venant-de-chine-injustifie-a-ce-stade-selon-une-agence-europeenne_5571111.html?utm_source=dlvr.it&utm_medium=twitter#xtor=RSS-3-%5Bmonde%5D

Top URLs in Tweet in G10:
[34] https://jp.reuters.com/article/health-coronavirus-china-casualties-idJPKBN2TD0X1?taid=63adf1cf540f7d0001e1116d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[30] https://jp.reuters.com/article/health-coronavirus-china-casualties-idJPKBN2TD0X1?taid=63add4e5fe01750001c91a5a&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[23] https://jp.reuters.com/article/health-coronavirus-china-italy-idJPKBN2TC0XA
[16] https://jp.reuters.com/article/health-coronavirus-india-tests-idJPKBN2TD0GQ?taid=63ad9660d1c01300018c5765&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://jp.reuters.com/article/health-coronavirus-china-idJPKBN2TC0DK?taid=63ac3a51771d2200019fa58c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://jp.reuters.com/article/health-coronavirus-china-usa-idJPKBN2TC0YI?taid=63acd4fed1c01300018c30bc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://jp.reuters.com/article/health-coronavirus-taiwan-idJPKBN2TC0CE?taid=63ac4f6a771d2200019faa02&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://jp.reuters.com/article/health-coronavirus-china-italy-idJPKBN2TC0XA?taid=63acc6f8d1c01300018c2d7e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://jp.reuters.com/article/health-coronavirus-china-germany-idJPKBN2T51OV?taid=63a3c13223dd980001e42bca&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://jp.reuters.com/article/health-coronavirus-hongkong-idJPKBN2TC07D?taid=63ac091f771d220001cf70e0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1162] twitter.com
[284] reuters.com
[231] blogspot.com
[136] newsweek.com
[106] justthenews.com
[99] or.jp
[86] ourworldindata.org
[45] nih.gov
[41] scmp.com
[41] breitbart.com

Top Domains in Tweet in G1:
[162] twitter.com
[22] reuters.com
[15] justthenews.com
[14] theperfectenemy.com
[13] or.jp
[9] scmp.com
[8] youtube.com
[8] com.au
[8] nih.gov
[7] bild.de

Top Domains in Tweet in G2:
[11] today.com
[3] twitter.com
[1] webmd.com
[1] europa.eu
[1] nhs.uk
[1] lacounty.gov
[1] bloomberg.com

Top Domains in Tweet in G3:
[4] twitter.com
[1] 20minutes.fr

Top Domains in Tweet in G4:
[34] justthenews.com
[20] twitter.com
[7] co.uk
[7] redstate.com
[5] nomorefakenews.com
[4] npr.org
[3] cdc.gov
[3] wikipedia.org
[3] drshoemakercovidtruth.com
[3] newsweek.com

Top Domains in Tweet in G5:
[29] twitter.com

Top Domains in Tweet in G6:
[131] newsweek.com
[3] twitter.com
[2] co.uk
[1] people.com

Top Domains in Tweet in G7:
[1] dailycaller.com
[1] chicagotribune.com
[1] gov.uk
[1] cnn.com
[1] twitter.com
[1] foxnews.com
[1] pasteur.fr
[1] nbcdfw.com
[1] politico.eu
[1] cdc.gov

Top Domains in Tweet in G8:
[76] twitter.com
[73] ourworldindata.org
[28] reuters.com
[2] or.jp
[1] newsdigest.jp
[1] ac.jp
[1] globaltimes.cn

Top Domains in Tweet in G9:
[62] twitter.com
[56] or.jp
[32] reuters.com
[5] francetvinfo.fr
[2] science.org
[1] trib.al
[1] cambiocolombia.com
[1] ourworldindata.org
[1] nih.gov

Top Domains in Tweet in G10:
[136] reuters.com
[1] or.jp
[1] ourworldindata.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[548] coronavirus
[457] covid19
[238] covid
[228] covid_19
[180] covidー19
[125] toquedequeda
[121] felizjueves
[109] estadodealarma
[94] prevención
[88] vaccine



Top Hashtags in Tweet in G1:
[123] coronavirus
[74] covid19
[24] covid
[21] covid_19
[17] china
[17] corona
[11] sarscov2
[10] vaccines
[9] staysafe
[9] telegram

Top Hashtags in Tweet in G4:
[20] jab
[20] covid19
[8] coronavirus
[2] darpa
[2] ivermectin
[2] mrna
[1] twitter
[1] wef
[1] ccp
[1] dod

Top Hashtags in Tweet in G5:
[93] prevención
[2] covid19
[2] gmvvmetacumplida

Top Hashtags in Tweet in G7:
[1] covid19

Top Hashtags in Tweet in G9:
[7] covid19
[3] chine
[2] coronavirus
[2] sarscov2
[1] japan
[1] santé

Top Words
Top Words in Tweet in Entire Graph:
[1897] coronavirus
[1007] covid
[681] china
[548] #coronavirus
[457] #covid19
[402] 19
[386] darpa
[356] heart
[355] over
[323] time

Top Words in Tweet in G1:
[254] coronavirus
[178] covid
[123] #coronavirus
[110] 19
[106] china
[74] #covid19
[63] cases
[46] total
[43] news
[36] 2022

Top Words in Tweet in G2:
[286] heart
[275] over
[275] function
[275] time
[274] probably
[274] guessing
[274] week
[274] lauramiers
[274] declining
[274] whole

Top Words in Tweet in G3:
[179] darpa
[179] rapport
[170] ecohealth
[170] major
[170] joseph
[170] murphy
[170] ancien
[170] alliance
[170] dévoile
[170] membre

Top Words in Tweet in G4:
[74] elonmusk
[52] moderna
[49] coronavirus
[39] tomfitton
[36] mrna
[35] study
[35] better
[34] finds
[33] antibodies
[32] worse

Top Words in Tweet in G5:
[168] total
[146] coronavirus
[144] estas
[144] estadísticas
[144] generales
[127] contagios
[117] delcyrodriguezv
[114] venezuela
[98] días
[93] lugar

Top Words in Tweet in G6:
[135] adamcarolla
[132] tell
[132] wrong
[131] fuck
[131] shut
[131] news
[131] organization
[4] never
[4] people
[3] coronavirus

Top Words in Tweet in G7:
[12] jim_jordan
[5] schools
[4] sooner
[4] data
[4] barryjohnreid21
[4] maureenstroud
[4] angryfleas
[4] aspalaasnasntyr
[4] alex_on_a14
[4] mcfunny

Top Words in Tweet in G8:
[76] angama_market
[73] 日本のコロナウイルス死亡数がパンデミック開始以来最悪に
[73] ただ悪化
[34] 12
[28] インド
[28] 日本など4カ国からの入国者にコロナ検査義務付け
[28] 中国
[26] インドから見れば一緒と言う事で
[25] uwemon
[17] 19

Top Words in Tweet in G9:
[62] covid
[56] 19死者数
[56] 2日連続で最多更新したのか
[55] sukunabikona7
[32] 中国の新型コロナ死者1日当たり約9000人
[32] シノバックはある程度打ってるけど
[32] 英調査会社が試算
[32] mrnaワクチン打ってない
[32] １週間前の試算からほぼ倍増
[31] earl_covid19_tw

Top Words in Tweet in G10:
[98] reutersjapan
[65] 中国の新型コロナ死者1日当たり約9000人
[65] 英調査会社が試算
[27] 中国
[20] 日本も早く
[20] ミラノで大感染が広まったよね
[20] インド
[20] 日本など4カ国からの入国者にコロナ検査義務付け
[20] 三年前も中国
[19] takeuchikumiffy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[334] covid,19
[281] heart,function
[280] whole,week
[280] guessing,heart
[280] declining,over
[280] probably,declining
[280] week,time
[280] over,whole
[280] function,probably
[279] lauramiers,guessing

Top Word Pairs in Tweet in G1:
[102] covid,19
[38] #coronavirus,#covid19
[18] #covid19,#covid_19
[14] news,perfect
[14] travellers,china
[14] perfect,enemy
[13] 12,29
[13] coronavirus,covid
[12] coronavirus,china
[11] változott,#coronavirus

Top Word Pairs in Tweet in G2:
[275] heart,function
[274] week,time
[274] over,whole
[274] probably,declining
[274] function,probably
[274] guessing,heart
[274] declining,over
[274] whole,week
[273] lauramiers,guessing
[15] covid,embrace

Top Word Pairs in Tweet in G3:
[170] dévoile,rapport
[170] rapport,major
[170] membre,darpa
[170] murphy,ancien
[170] ecohealth,alliance
[170] darpa,ecohealth
[170] joseph,murphy
[170] project,veritas
[170] ancien,membre
[170] veritas,dévoile

Top Word Pairs in Tweet in G4:
[32] clarified',study
[32] finds,worse
[32] antibodies,mrna
[32] worse,antibodies
[32] mrna,boosters
[32] study,finds
[32] better,clarified'
[32] moderna,better
[31] tomfitton,'pfizer
[31] 'pfizer,moderna

Top Word Pairs in Tweet in G5:
[144] estadísticas,generales
[144] estas,estadísticas
[127] total,contagios
[120] generales,total
[114] coronavirus,venezuela
[101] venezuela,estas
[98] días,coronavirus
[93] cercano,domicilio
[93] acude,centro
[93] trabajo,ponte

Top Word Pairs in Tweet in G6:
[131] shut,fuck
[131] tell,wrong
[131] fuck,news
[131] wrong,shut
[131] news,organization
[130] adamcarolla,tell
[2] equissentially,rfsquared
[2] mrna,experiments
[2] never,virus
[2] lost,faith

Top Word Pairs in Tweet in G7:
[3] giddy_bunny,synyster63
[3] rushvilerocket,flattielover
[3] missy8008135,rushvilerocket
[3] slim90866101,missy8008135
[3] synyster63,slim90866101
[3] digimalice,pbunny000
[2] jkelleyk,jtmayes3
[2] neneynimus,lcs_big_mike
[2] sasquatch4eva,rickeyh64219156
[2] rapidgator99,houseofgab

Top Word Pairs in Tweet in G8:
[73] ただ悪化,日本のコロナウイルス死亡数がパンデミック開始以来最悪に
[72] angama_market,ただ悪化
[28] インド,中国
[28] 中国,日本など4カ国からの入国者にコロナ検査義務付け
[26] インドから見れば一緒と言う事で,インド
[25] uwemon,インドから見れば一緒と言う事で
[17] 12月28日のコロナ死者数過去最多415人,厚労省まとめ
[17] 25,12月28日のコロナ死者数過去最多415人
[17] 救急搬送困難,過去最多6800件
[17] 厚労省まとめ,日本の直近1週間の人口あたりコロナ感染死者数世界最多

Top Word Pairs in Tweet in G9:
[56] covid,19死者数
[56] 19死者数,2日連続で最多更新したのか
[55] sukunabikona7,covid
[32] １週間前の試算からほぼ倍増,英調査会社が試算
[32] 英調査会社が試算,mrnaワクチン打ってない
[32] 中国の新型コロナ死者1日当たり約9000人,１週間前の試算からほぼ倍増
[32] mrnaワクチン打ってない,シノバックはある程度打ってるけど
[31] シノバックはある程度打ってるけど,集団におけるオミクロン株の威力がよ
[31] earl_covid19_tw,中国の新型コロナ死者1日当たり約9000人
[10] tigresseleanor,japan

Top Word Pairs in Tweet in G10:
[65] 中国の新型コロナ死者1日当たり約9000人,英調査会社が試算
[62] reutersjapan,中国の新型コロナ死者1日当たり約9000人
[20] ミラノで大感染が広まったよね,日本も早く
[20] 中国,日本など4カ国からの入国者にコロナ検査義務付け
[20] 三年前も中国,ミラノで大感染が広まったよね
[20] インド,中国
[19] takeuchikumiffy,三年前も中国
[16] reutersjapan,インド
[7] 海外からの旅行者のｐｃｒ検査廃止,1月8日から
[7] 中国,海外からの旅行者のｐｃｒ検査廃止

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@jonbingnj
@idiazayuso
@enemyinastate
@jamiemetzl
@ricardodgps
@jim_jordan
@nytimes
@monica_garcia_g
@eddiedingle

Top Replied-To in G2:
@drzoehyde
@haltondsb
@dig_with_kyle
@_menotoxin
@pissedoffoldla3
@jvipondmd

Top Replied-To in G3:
@matrixmemories

Top Replied-To in G4:
@elonmusk
@pmarca
@adhd_gaming1
@sagulagoon
@louolive1
@michaeljohnanth
@deeznut54280947
@rickleenews1
@vintage_comics
@baddadaf

Top Replied-To in G6:
@adamcarolla
@santacruzshark
@scientist_pop
@diggermom13571

Top Replied-To in G7:
@jim_jordan
@frankdangelo23
@jaytee116james
@andrewlazarus4
@nguyen_anime3
@ksliberal
@giddy_bunny
@takethatct
@keepusallfree
@vabdave

Top Replied-To in G8:
@mnhr_labo

Top Replied-To in G9:
@enemyinastate
@selkieo

Top Mentioned
Top Mentioned in Entire Graph:
@lauramiers
@alienoraubigne
@adamcarolla
@jjaranaz94
@delcyrodriguezv
@traselvalle_obc
@reutersjapan
@masaru_kaneko
@vtvcanal8
@angama_market

Top Mentioned in G1:
@southerngemgal
@wanderer_jasnah
@rapperviper
@guillermoriera7
@sperlock222
@covid_evidence
@brownsvillain
@colinsumter

Top Mentioned in G2:
@lauramiers
@drzoehyde
@coviddatareport
@sasswashere
@jvipondmd
@lapublichealth
@haltondsb
@ibrake4ants
@awsparling

Top Mentioned in G3:
@alienoraubigne
@nicolaspichot6
@bpartisans
@marseille_jeff
@55bellechasse
@luckyluciano957
@fbc_pt
@marienat23

Top Mentioned in G4:
@elonmusk
@tomfitton
@pmarca
@jordanschachtel
@renztom
@realaaronhermes
@jackvlloyd
@gadsaad
@jenvanlaar
@grayconnolly

Top Mentioned in G5:
@delcyrodriguezv
@vtvcanal8

Top Mentioned in G6:
@adamcarolla
@equissentially
@rfsquared

Top Mentioned in G7:
@jim_jordan
@mcfunny
@aspalaasnasntyr
@maureenstroud
@rickeyh64219156
@barryjohnreid21
@angryfleas
@alex_on_a14
@synyster63
@slim90866101

Top Mentioned in G8:
@angama_market
@uwemon
@inoueshin0
@triangle24
@masaru_kaneko
@qbkgwwkxcpbdbaa
@s6r6tkbc6b5lelv
@mnhr_labo

Top Mentioned in G9:
@sukunabikona7
@earl_covid19_tw
@tigresseleanor
@washingtonpost
@mrmickme
@enemyinastate
@t_brautigan
@shamezladhani
@lauramiers
@estoescambio

Top Mentioned in G10:
@reutersjapan
@takeuchikumiffy
@masaru_kaneko
@uwemon
@airi_deshi_555
@angama_market

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@contrapuntovzla
@remindme_ofthis
@teamyoutube
@paoloigna1
@andyvermaut
@jurylady5
@realercanates1
@mortgage_shop
@llemj

Top Tweeters in G1:
@tomthunkitsmind
@contrapuntovzla
@andyvermaut
@realercanates1
@mortgage_shop
@diariotalcual
@diariocontraste
@yuria2122
@rcnmundo
@ejutv

Top Tweeters in G2:
@only4rm
@reggiebub
@inforenique
@ygjumi
@aceredband1t
@debp197
@dbran104
@headunder_water
@avildsen
@seraph86

Top Tweeters in G3:
@thalassa2008
@danubaud
@lopezdominique2
@jackimbe
@dufailly1
@ebenyaakov
@jipettes
@remangere
@juancandida
@daniesteimer

Top Tweeters in G4:
@sustain05
@grayconnolly
@sinnersaint39
@americanvictory
@louolive1
@preciousliberty
@tracivoice
@parthlan
@markc01
@axios

Top Tweeters in G5:
@vtvcanal8
@valeria_gr76
@rodalexandre25
@rogerahp
@mamjosefina1
@vicevenezuela
@isabelteresasu4
@luislopezpsuv
@kerianyelis1
@ebenciol

Top Tweeters in G6:
@candyca47797626
@ljtcu
@madsensory
@rogershi10
@jerseypatriots
@jamietnlabs
@locotecato
@sandydubya
@equissentially
@dallas_matters

Top Tweeters in G7:
@doritmi
@mondiablue
@vincegottalotta
@ladyoftheocean1
@monstercoyliar
@takethatct
@mcfunny
@howienudet
@keigh_see
@angryfleas

Top Tweeters in G8:
@hennyana1
@wakakusa_midori
@narapon1966
@panasea75
@am0ur_propre_
@diemaus7
@waterlilyk16
@altocicada
@panta_2525
@ska1963papa

Top Tweeters in G9:
@hakofuguf
@otakutokkai
@depon2010
@kait8823
@washingtonpost
@bluesky_parking
@crazyagogo1024
@key1264
@myco_radical
@makoto_souji

Top Tweeters in G10:
@sakumariko
@yutakayoshioka
@pantyosu
@dgs128128kh
@ippatsu_sendai
@katoikumi
@8246
@mitsukajimaya
@4891colo
@reutersjapan


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