Coronavirus, Twitter, 8/25/2022 1:08:27 PM, 280671


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Coronavirus_2022-08-25_03-09-21.xlsx
Coronavirus_2022-08-25_03-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3RbtLvG
@nytimes
@meetjess
@aungkanspace
@lacunalingua_3
@usmortality
@alexand13172282
@roadmaster1253
@cerfiafr
@sesimbra5
@marcobuschmann

Top hashtags:
#coronavirus
#covid19
#sida
#varioledusinge
#covid
#covid_19
#新型コロナウイルス

Description:
Description
The graph represents a network of 8,101 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 Thursday, 25 August 2022 at 10:30 UTC.

The requested start date was Thursday, 25 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 7-minute period from Monday, 22 August 2022 at 11:18 UTC to Wednesday, 24 August 2022 at 12:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 8101
Unique Edges : 3737
Edges With Duplicates : 12083
Total Edges : 15820
Number of Edge Types : 5
Retweet : 5287
MentionsInRetweet : 5809
Replies to : 739
Mentions : 1901
Tweet : 2084
Self-Loops : 2194
Reciprocated Vertex Pair Ratio : 0.00313693398799782
Reciprocated Edge Ratio : 0.00625424881033311
Connected Components : 1765
Single-Vertex Connected Components : 791
Maximum Vertices in a Connected Component : 1185
Maximum Edges in a Connected Component : 2632
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.727642
Graph Density : 0.00011208797572621
Modularity : 0.502833
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,101 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 Thursday, 25 August 2022 at 10:30 UTC.

The requested start date was Thursday, 25 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 7-minute period from Monday, 22 August 2022 at 11:18 UTC to Wednesday, 24 August 2022 at 12:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Coronavirus
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[275] https://newsdigest.jp/pages/coronavirus/
[70] https://oglobo.globo.com/cultura/coronavirus-artistas-fazem-campanha-pro-quarentena-transmitem-na-rede-shows-pecas-cursos-2-24309226
[49] https://www.casaitaliaradio.com/
[35] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&uniformYAxis=0&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
[34] https://jp.reuters.com/article/health-coronavirus-vaccine-pfizer-idJPKBN2PT1CD
[34] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2022-08%2Fbundesregierung-regierungsflieger-coronavirus-maskenpflicht
[28] https://www3.nhk.or.jp/news/special/coronavirus/data/
[25] https://www.washingtonpost.com/health/2022/08/22/coronavirus-immune-response-boosters/
[23] https://www.niaid.nih.gov/diseases-conditions/coronavirus-bat-research?s=01
[22] https://www.gesetze-im-internet.de/ifsg/__28b.html

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

Top URLs in Tweet in G2:
[1] https://twitter.com/cerfiafr/status/1562405610855047169

Top URLs in Tweet in G3:
[1] https://www.medrxiv.org/content/10.1101/2022.08.09.22278385v1.full.pdf

Top URLs in Tweet in G4:
[27] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2022-08%2Fbundesregierung-regierungsflieger-coronavirus-maskenpflicht
[22] https://www.gesetze-im-internet.de/ifsg/__28b.html
[16] https://www.tagesschau.de:443/ausland/fauci-ruecktritt-101.html
[11] https://www.tagesschau.de:443/inland/infektionsschutzgesetz-corona-kabinett-107.html
[8] https://www.gesetze-im-internet.de/ifsg/__28a.html
[2] https://www.t-online.de/gesundheit/krankheiten-symptome/coronavirus/id_100043330/neues-infektionsschutzgesetz-so-stolpert-deutschland-in-den-dritten-corona-herbst.html
[2] https://www.spiegel.de/politik/deutschland/corona-lauterbach-und-buschmann-zum-neuen-infektionsschutzgesetz-livestream-a-746a198d-3fd7-428f-99a4-3e3b1c1e1e23
[2] https://www.focus.de/gesundheit/coronavirus/qanon-anhaengerin-cirsten-weldon-nur-idioten-sterben-an-corona-wuetete-covid-leugnerin-ehe-sie-an-covid-starb_id_36266199.html
[2] https://www.bundeswehr.de/de/organisation/sanitaetsdienst/aktuelles-im-sanitaetsdienst/bundeswehr-haeufige-fragen-coronavirus--188968
[1] https://www.zeit.de/politik/deutschland/2022-08/bundesregierung-regierungsflieger-coronavirus-maskenpflicht?page=10#comments

Top URLs in Tweet in G5:
[14] https://projects.propublica.org/coronavirus/bailouts/loans/newsmax-media-inc-4496557105
[2] https://trib.al/9yjHNDJ
[1] https://nyti.ms/3QG3HJo
[1] https://nyti.ms/3R6To0C
[1] https://twitter.com/newsmax/status/1562170518706524160
[1] https://nytimes.com/2020/03/28/technology/coronavirus-fauci-trump-conspiracy-target.html
[1] https://twitter.com/TomFitton/status/1241468836882284544

Top URLs in Tweet in G6:
[274] https://newsdigest.jp/pages/coronavirus/
[9] http://www.msn.com/ja-jp/news/national/%e3%80%90%e9%80%9f%e5%a0%b1%e3%80%91%e3%82%b3%e3%83%ad%e3%83%8a%e6%84%9f%e6%9f%93%e8%80%85%e3%80%8c%e5%85%a8%e6%95%b0%e6%8a%8a%e6%8f%a1%e3%80%8d%e8%a6%8b%e7%9b%b4%e3%81%99%e6%96%b9%e9%87%9d-%e5%b2%b8%e7%94%b0%e9%a6%96%e7%9b%b8%e3%81%8c%e3%82%aa%e3%83%b3%e3%83%a9%e3%82%a4%e3%83%b3%e3%81%a7%e8%a1%a8%e6%98%8e/ar-AA111NSi?ocid=st
[4] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[2] https://www.worldometers.info/coronavirus/?utm_campaign=ho
[1] https://www.nhk.or.jp/osaka/coronavirus/
[1] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html
[1] https://web.sapmed.ac.jp/canmol/coronavirus/death?dmin=2022/04/21&s=y&n=j&f=y&y=0&c=1&p=1
[1] https://web.sapmed.ac.jp/canmol/coronavirus/index.html?dmin=2021/07/28&n=j&f=y&y=0&p=1&m=a&s=y

Top URLs in Tweet in G7:
[35] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&uniformYAxis=0&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
[6] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-05-28..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=Biweekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR
[6] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-03-16..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=Cumulative&Relative+to+Population=false&Color+by+test+positivity=false&country=~GBR
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-05-28..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=Biweekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-05-28..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-05-28..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-07-04&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Variants&Interval=Biweekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-06-03..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=Cumulative&Relative+to+Population=false&Color+by+test+positivity=false&country=~JPN
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-06-03..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Variants&Interval=7-day+rolling+average&Relative+to+Population=false&Color+by+test+positivity=false&country=JPN~IND

Top URLs in Tweet in G8:
[2] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[2] https://townhall.com/tipsheet/bethbaumann/2020/05/03/project-veritas-sounds-the-alarm-on-deaths-falsely-attributed-to-the-wuhan-coronavirus-n2568099
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/datasets/numberofdeathsincarehomesnotifiedtothecarequalitycommissionengland
[1] https://twitter.com/lensiseethrough/status/1561044532493488129
[1] https://www.reuters.com/article/factcheck-coronavirus-vaccines/fact-check-controversial-mit-study-does-not-show-that-mrna-vaccines-alter-dna-idUSL1N2PK1DC
[1] https://www.dailywire.com/news/yes-hospitals-get-paid-more-for-coronavirus-coded-patients-even-if-they-havent-been-tested/
[1] https://www.cambridge.org/core/journals/parasitology/article/abs/coevolution-of-hosts-and-parasites/AD3B9037962266A448DF14786AB1D6F8
[1] https://www.smithsonianmag.com/science-nature/will-coronavirus-evolve-be-less-deadly-180976288/
[1] https://www.nature.com/articles/s41576-018-0055-5
[1] https://coronavirus.data.gov.uk/details/vaccinations

Top URLs in Tweet in G9:
[9] https://www.city.kobe.lg.jp/a73576/kenko/health/infection/protection/coronavirus.html
[4] https://www3.nhk.or.jp/news/special/coronavirus/data/
[4] https://trib.al/1QC7qOG
[2] https://www.city.kobe.lg.jp/a73576/kenko/health/infection/protection/covid_19_kako.html
[2] https://trib.al/h9UB5gP
[2] https://www.nippon-pta.or.jp/files/original/20220818212445823c1b666e0.pdf
[2] https://www.tokyo-np.co.jp/article/196971?rct=coronavirus
[2] https://www.tokyo-np.co.jp/article/197200?rct=coronavirus
[1] https://www.pref.yamagata.jp/020072/bosai/kochibou/kikikanri/covid19/coronavirus.html
[1] https://twitter.com/nyuukaisei_pta/status/1560971652946874368

Top URLs in Tweet in G10:
[3] https://www.broward.org/CoronaVirus/Pages/Collection-Sites.aspx
[3] https://www.apotheke-adhoc.de/nachrichten/detail/coronavirus/coronainfektion-jeder-zweite-hat-nichts-gemerkt/?utm_content=bufferf85ff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.ctvnews.ca/health/coronavirus/prenatal-covid-exposure-affects-babies-motor-skills-speech-studies-find-1.5944824
[2] https://fortune.com/2022/08/21/is-long-covid-deadly-can-long-covid-kill-brain-fog-omicron-coronavirus/
[2] https://www.miamidade.gov/global/initiatives/coronavirus/home.page
[2] https://www.japantimes.co.jp/news/2022/08/21/national/science-health/coronavirus-wastewater-monitoring-projects/
[2] https://ca.news.yahoo.com/moderna-supply-12-million-doses-113229175.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.buzzfeednews.com/article/stephaniemlee/stanford-coronavirus-neeleman-ioannidis-whistleblower
[2] https://www.express.co.uk/news/uk/1655768/covid-jab-vaccine-mandates-medics-antivax-support-coronavirus
[1] https://qz.com/india/1826384/indias-coronavirus-lockdown-has-triggered-mass-migration-on-foot/

Top Domains
Top Domains in Tweet in Entire Graph:
[276] newsdigest.jp
[217] blogspot.com
[111] or.jp
[110] twitter.com
[109] globo.com
[95] reuters.com
[84] ourworldindata.org
[62] com.br
[60] co.uk
[57] ctvnews.ca

Top Domains in Tweet in G1:
[40] or.jp
[39] twitter.com
[19] letsgetchecked.com
[18] com.ar
[18] com.br
[14] washingtonpost.com
[13] co.uk
[13] reuters.com
[13] youtube.com
[12] zeit.de

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

Top Domains in Tweet in G3:
[1] medrxiv.org

Top Domains in Tweet in G4:
[32] zeit.de
[30] gesetze-im-internet.de
[27] tagesschau.de
[2] t-online.de
[2] spiegel.de
[2] focus.de
[2] twitter.com
[2] bundeswehr.de
[2] alm-ev.de
[1] swr.de

Top Domains in Tweet in G5:
[14] propublica.org
[2] trib.al
[2] nyti.ms
[2] twitter.com
[1] nytimes.com

Top Domains in Tweet in G6:
[274] newsdigest.jp
[9] msn.com
[5] or.jp
[3] ac.jp
[2] worldometers.info

Top Domains in Tweet in G7:
[58] ourworldindata.org
[7] or.jp
[1] ac.jp
[1] newsnationnow.com
[1] gov.uk
[1] reuters.com
[1] nikkei.com

Top Domains in Tweet in G8:
[4] gov.uk
[2] townhall.com
[1] twitter.com
[1] reuters.com
[1] dailywire.com
[1] cambridge.org
[1] smithsonianmag.com
[1] nature.com

Top Domains in Tweet in G9:
[11] lg.jp
[6] or.jp
[6] trib.al
[4] co.jp
[2] twitter.com
[1] yamagata.jp
[1] ac.jp

Top Domains in Tweet in G10:
[3] co.uk
[3] yahoo.com
[3] broward.org
[3] apotheke-adhoc.de
[2] nytimes.com
[2] ctvnews.ca
[2] fortune.com
[2] miamidade.gov
[2] co.jp
[2] buzzfeednews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1568] coronavirus
[903] covid19
[635] sida
[635] varioledusinge
[337] covid
[243] covid_19
[230] 新型コロナウイルス
[186] covidー19
[180] cz62bolivar
[175] prevención



Top Hashtags in Tweet in G1:
[191] coronavirus
[119] covid19
[17] covid
[14] covidtest
[14] ad
[13] medical
[13] code
[12] corona
[12] discountcode
[11] letsgetchecked

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

Top Hashtags in Tweet in G3:
[180] cz62bolivar
[172] prevención
[102] refuerzatuvacuna
[64] 22ago
[23] 24ago
[13] cz62bolívar
[6] covid_19
[6] 13ago
[5] covid19
[2] venezuelaencrecimiento

Top Hashtags in Tweet in G4:
[106] bundespressekonferenz
[34] coronavirus
[20] maskengate
[16] fauci
[16] rücktritt
[16] virologe
[13] maskenpflicht
[11] lauterbach
[6] corona
[6] omikron

Top Hashtags in Tweet in G6:
[223] 新型コロナウイルス
[174] covid19
[4] newsdigest

Top Hashtags in Tweet in G8:
[10] covid19
[8] longcovid
[8] coronavirus
[7] sarscov2
[1] childrenfirst
[1] detoxtwitter

Top Hashtags in Tweet in G9:
[6] 日経_チャートで見る日本の接種状況
[6] 日経ビジュアルデータ
[2] このままでは日p山形大会は無理
[2] このままではニ学期は無理
[1] nhk_news
[1] 新型コロナ
[1] 第7波
[1] 七難波

Top Hashtags in Tweet in G10:
[4] corona
[3] covid19
[3] broward
[3] florida
[3] davie
[3] hollywood
[1] covid
[1] coronavirus
[1] fortlauderdale
[1] pompanobeach

Top Words
Top Words in Tweet in Entire Graph:
[2437] coronavirus
[1568] #coronavirus
[1079] covid
[903] #covid19
[772] 19
[669] cerfiafr
[652] été
[644] 36
[640] ans
[640] fois

Top Words in Tweet in G1:
[441] coronavirus
[197] covid
[191] #coronavirus
[124] 19
[119] #covid19
[70] cases
[55] 24
[49] casos
[44] more
[39] क

Top Words in Tweet in G2:
[668] cerfiafr
[631] fois
[631] #sida
[631] #coronavirus
[631] #varioledusinge
[630] flash
[630] italien
[630] 36
[630] ans
[630] été

Top Words in Tweet in G3:
[333] coronavirus
[180] #cz62bolivar
[180] encuentran
[180] lucha
[180] activa
[180] combatir
[180] eres
[180] comerciante
[180] consumidor
[178] centro

Top Words in Tweet in G4:
[128] immer
[113] marcobuschmann
[106] erweckt
[106] #bundespressekonferenz
[106] ernsthaft
[106] wahrheitswidrigen
[106] eindruck
[105] mz_storymakers
[105] würd
[49] coronavirus

Top Words in Tweet in G5:
[209] nytimes
[203] coronavirus
[182] data
[180] manager
[179] rebekah
[179] jones
[179] former
[179] ron
[179] florida
[178] matt

Top Words in Tweet in G6:
[393] 詳細は下記urlより
[333] newsdigestweb
[223] #新型コロナウイルス
[174] #covid19
[160] 内訳は
[140] masaru_kaneko
[81] 5人死亡
[79] 4人死亡
[74] キシダメのせいでついに世界一のコロナ感染大国
[74] ジョンホプキンス大学のワールドメーターズによれば

Top Words in Tweet in G7:
[102] bb45_colorado
[77] 10
[38] angama_market
[35] 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を更新したのでご査収下さい
[34] ba
[31] 21現在
[28] 日本のコロナ死者数
[28] 人口100万人あたりの直近7日間
[28] は世界ワースト2
[28] データの出所はリンク先

Top Words in Tweet in G8:
[28] deaths
[19] covid
[14] england
[12] tigresseleanor
[12] provisional
[10] august
[10] #covid19
[9] care
[8] #longcovid
[8] #coronavirus

Top Words in Tweet in G9:
[157] 新型コロナ
[156] nhk_news
[127] 20万8551人の感染確認
[127] 一日の発表で過去最多
[127] 国内の感染者数について詳しいデータをまとめています
[127] 地図上の都道府県をクリックすると都道府県ごとの感染者数グラフや地域のニュースがご覧いただけます
[125] htt
[80] 19
[77] 340人死亡
[77] 18

Top Words in Tweet in G10:
[70] covid
[58] 19
[43] drjbhattacharya
[42] meetjess
[42] vaccine
[40] against
[38] show
[38] coronavirus
[37] two
[37] large

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[635] italien,36
[635] 36,ans
[635] ans,été
[635] été,testé
[635] testé,positif
[635] positif,fois
[635] #sida,#coronavirus
[635] #coronavirus,#varioledusinge
[634] fois,#sida
[634] #varioledusinge,même

Top Word Pairs in Tweet in G1:
[118] covid,19
[34] #coronavirus,#covid19
[21] #covid19,#coronavirus
[16] nuovi,casi
[16] contra,coronavirus
[14] coronavirus,cases
[14] need,#covidtest
[13] nuevos,casos
[13] número,contagios
[13] #code,ailsa30

Top Word Pairs in Tweet in G2:
[631] #sida,#coronavirus
[631] #coronavirus,#varioledusinge
[630] flash,italien
[630] italien,36
[630] 36,ans
[630] ans,été
[630] été,testé
[630] testé,positif
[630] positif,fois
[630] fois,#sida

Top Word Pairs in Tweet in G3:
[180] #cz62bolivar,encuentran
[180] encuentran,lucha
[180] lucha,activa
[180] activa,combatir
[180] combatir,coronavirus
[180] coronavirus,eres
[180] eres,comerciante
[180] comerciante,consumidor
[172] #prevención,acude
[172] acude,centro

Top Word Pairs in Tweet in G4:
[106] marcobuschmann,erweckt
[106] erweckt,#bundespressekonferenz
[106] #bundespressekonferenz,ernsthaft
[106] ernsthaft,immer
[106] immer,wahrheitswidrigen
[106] wahrheitswidrigen,eindruck
[105] mz_storymakers,marcobuschmann
[105] eindruck,würd
[31] schutzmaßnahmen,verhinderung
[31] verhinderung,verbreitung

Top Word Pairs in Tweet in G5:
[180] coronavirus,data
[180] data,manager
[179] rebekah,jones
[179] jones,former
[179] former,coronavirus
[178] nytimes,rebekah
[178] matt,gaetz
[177] manager,clashed
[177] clashed,gov
[177] gov,ron

Top Word Pairs in Tweet in G6:
[219] 詳細は下記urlより,#新型コロナウイルス
[174] #新型コロナウイルス,#covid19
[74] キシダメのせいでついに世界一のコロナ感染大国,ジョンホプキンス大学のワールドメーターズによれば
[74] ジョンホプキンス大学のワールドメーターズによれば,新規感染者数も死者数も世界1位になった
[74] 新規感染者数も死者数も世界1位になった,yesterdayをクリックしnew
[74] yesterdayをクリックしnew,caseとnew
[74] caseとnew,deathをクリック
[73] masaru_kaneko,キシダメのせいでついに世界一のコロナ感染大国
[73] deathをクリック,ちなみに人口当たりの検
[37] 日本だけ突出して感染がひどくなる,今日は月曜日で14万1059人と感染者数は少ないが

Top Word Pairs in Tweet in G7:
[34] angama_market,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を更新したのでご査収下さい
[28] 日本のコロナ死者数,人口100万人あたりの直近7日間
[28] 人口100万人あたりの直近7日間,は世界ワースト2
[28] は世界ワースト2,データの出所はリンク先
[28] データの出所はリンク先,21現在
[28] 21現在,医療崩壊で救える命も救えない事態です
[28] 医療崩壊で救える命も救えない事態です,岸田政権の無策が国民の命を日々奪い続けています
[27] inoueshin0,日本のコロナ死者数
[27] 岸田政権の無策が国民の命を日々奪い続けています,安倍元首相の国葬に税金やリソースをつぎ込まずコロ
[26] 15の増加率からba,75の倍加日数は

Top Word Pairs in Tweet in G8:
[9] covid,deaths
[7] england,wales
[7] #covid19,#sarscov2
[6] deaths,england
[5] 494,deaths
[5] deaths,long
[5] long,covid
[5] covid,england
[5] wales,provisional
[5] provisional,49

Top Word Pairs in Tweet in G9:
[154] nhk_news,新型コロナ
[127] 新型コロナ,20万8551人の感染確認
[127] 国内の感染者数について詳しいデータをまとめています,地図上の都道府県をクリックすると都道府県ごとの感染者数グラフや地域のニュースがご覧いただけます
[125] 地図上の都道府県をクリックすると都道府県ごとの感染者数グラフや地域のニュースがご覧いただけます,htt
[77] 20万8551人の感染確認,340人死亡
[77] 340人死亡,一日の発表で過去最多
[77] 一日の発表で過去最多,18
[77] 18,15時点
[77] 15時点,国内の感染者数について詳しいデータをまとめています
[50] 20万8551人の感染確認,343人死亡

Top Word Pairs in Tweet in G10:
[58] covid,19
[37] two,large
[37] large,phase
[37] phase,trials
[37] trials,novavax's
[37] novavax's,covid
[37] 19,vaccine
[37] vaccine,show
[37] show,high
[37] high,levels

Top Replied-To
Top Replied-To in Entire Graph:
@scottadamssays
@potus
@camposmendonca
@andrejanonesadv
@mercedesschlapp
@donaldjtrumpjr
@jairbolsonaro
@ethelmaciel
@mikeloychik
@mandetta

Top Replied-To in G2:
@cerfiafr

Top Replied-To in G4:
@cptchaos67
@go_tocoffee
@shomburg
@matthiasfmohr
@lexxpresso
@ilona_3639
@radigewski
@tinomll93113788
@manaf12hassan
@tweetsurfer1

Top Replied-To in G5:
@nytimes

Top Replied-To in G6:
@samsonod
@masaru_kaneko

Top Replied-To in G7:
@ramos262740691
@yuu116atlab
@zarame_senbee

Top Replied-To in G8:
@judysimpson222
@consequentialbr
@munrobasher
@breezergalway
@spursonfifa
@hupperichwerner
@jonathanhannah
@willywo06261169

Top Replied-To in G9:
@nhk_news

Top Replied-To in G10:
@pwhickey
@yash25571056
@youarelobbylud
@drjbhattacharya
@talktv
@issamahmed
@williamyearnor

Top Mentioned
Top Mentioned in Entire Graph:
@cerfiafr
@newsdigestweb
@nytimes
@nhk_news
@vtvcanal8
@masaru_kaneko
@marcobuschmann
@jjaranaz94
@traselvalle_obc
@bb45_colorado

Top Mentioned in G1:
@ailsaforshaw
@nekonotens
@drdeitrickg
@papindguez
@saudeprefsp
@agenciadelp
@jayi_wang
@stumpnbails
@mikekistera
@menschgesund

Top Mentioned in G2:
@cerfiafr
@zemal_goat16

Top Mentioned in G3:
@vtvcanal8
@gnb_czbolivar
@delcyrodriguezv
@nany20221
@cmdtedto624
@d623pparaitepuy
@gsur22
@2daciabdcr
@2ciaikabaru
@gnb_cmdte623

Top Mentioned in G4:
@marcobuschmann
@mz_storymakers
@tagesschau
@ppinzler
@zeitonline
@luebberding
@bmg_bund
@derspiegel
@karl_lauterbach
@jreichelt

Top Mentioned in G5:
@nytimes
@citizenwillis
@tomfitton
@sussrbr

Top Mentioned in G6:
@newsdigestweb
@masaru_kaneko
@tobatozankoudes
@bb45_colorado
@nhk_news

Top Mentioned in G7:
@bb45_colorado
@angama_market
@inoueshin0
@morilyn1123
@ramos262740691
@miakiza20100906
@yuu116atlab
@ygjumi
@zarame_senbee
@masaru_kaneko

Top Mentioned in G8:
@tigresseleanor
@angryfleas
@andrewlazarus4
@breezergalway
@tonybaduy
@jimeeliberty
@richykirsh
@doom37455413
@nuhope2022
@skepticalmutant

Top Mentioned in G9:
@nhk_news
@kobekoho
@nikkei
@masaru_kaneko
@aoihana1213
@biwakoinoue
@nhk_pr

Top Mentioned in G10:
@drjbhattacharya
@meetjess
@bnofeed
@fourwinns298
@yash25571056
@yahoo
@cdcgov
@lauramiers
@vaccineflstate
@juliahb1

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@rojname_com
@jornalistavitor
@chidambara09
@ecodaren
@falconhamada_90
@tradermarcocost
@kittenish823
@bellus_risa

Top Tweeters in G1:
@elnacionalweb
@rojname_com
@tradermarcocost
@freiewelteu
@peruenlanoticia
@realercanates1
@jacekwierzbicki
@cityreport
@diariocontraste
@mortgage_shop

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

Top Tweeters in G3:
@vtvcanal8
@lrrc2020
@jguedez29
@gnb_tachira
@mippcivzla
@jcgodoyp
@seniat_oficial
@apeaelamparo
@llaneritoramiro
@juancarlosard16

Top Tweeters in G4:
@fwwinterberg
@welt
@sdreyse
@nos
@bild
@jolicoeur11
@gesetzdestages
@olympedegouges
@derspiegel
@raimundraimund

Top Tweeters in G5:
@jornalistavitor
@govsherazkhan
@akuma_river
@bronxfanatic
@elkehollings
@abramson1234
@jrweaver55
@shasta_otter
@angryblacklady
@nytimes

Top Tweeters in G6:
@kittenish823
@t_moonforest
@4823_tanaka
@shizuokakonsama
@fvjmac
@takanori4780
@tull_2003
@wakakusa_midori
@joetsuki
@lllpuplll

Top Tweeters in G7:
@ecodaren
@citrus_kyoto
@chiemma44
@souun_udoku
@bb45_colorado
@haltaq
@lamohkun
@yamabukinosato
@tweetrain007
@ygjumi

Top Tweeters in G8:
@golwgymor
@hawkins_carole
@saffiya_khan1
@cabbidges
@doritmi
@geziwoman
@monstercoyliar
@fillmorewhite
@takethatct
@mcfunny

Top Tweeters in G9:
@bellus_risa
@moin5re
@sosorasora3
@shintochigi1
@vampirediary55
@narutoj3
@notwen2014
@duf88logbook
@nhk_news
@kittaka1115

Top Tweeters in G10:
@dabrams2021
@pablotopo
@lacunalingua_3
@kim_crawley
@philomathyjen
@cestalain
@ojibray
@treydayway
@juliahb1
@mjc383


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