Coronavirus, Twitter, 8/15/2022 11:56:48 AM, 280101


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Coronavirus_2022-08-15_02-15-02.xlsx
Coronavirus_2022-08-15_02-15-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3QqxXYC
@raison_dtr
@cdcgov
@wongkakuen
@karl_lauterbach
@antonioguterres
@banounhelene
@3annoyed
@un
@repthomasmassie
@michaelesders

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

Description:
Description
The graph represents a network of 7,803 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 Monday, 15 August 2022 at 09:37 UTC.

The requested start date was Monday, 15 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 3-day, 1-hour, 11-minute period from Thursday, 11 August 2022 at 11:12 UTC to Sunday, 14 August 2022 at 12:24 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 : 7803
Unique Edges : 3604
Edges With Duplicates : 12497
Total Edges : 16101
Number of Edge Types : 5
Retweet : 5652
MentionsInRetweet : 6347
Mentions : 1631
Tweet : 1982
Replies to : 489
Self-Loops : 2130
Reciprocated Vertex Pair Ratio : 0.00313397753982763
Reciprocated Edge Ratio : 0.00624837281957823
Connected Components : 1626
Single-Vertex Connected Components : 707
Maximum Vertices in a Connected Component : 1155
Maximum Edges in a Connected Component : 3650
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.662534
Graph Density : 0.000126184714645308
Modularity : 0.508288
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,803 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 Monday, 15 August 2022 at 09:37 UTC.

The requested start date was Monday, 15 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 3-day, 1-hour, 11-minute period from Thursday, 11 August 2022 at 11:12 UTC to Sunday, 14 August 2022 at 12:24 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:
[954] https://www.worldometers.info/coronavirus/
[125] https://newsdigest.jp/pages/coronavirus/
[104] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[66] https://www.casaitaliaradio.com/
[43] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[35] https://www.scmp.com/news/asia/article/3188242/coronavirus-thailand-downgrades-covid-19-same-category-flu-japan-roll-out?utm_source=rss_feed
[35] https://www.unicef.org/ethiopia/stories/giving-life-any-cost
[29] https://jp.reuters.com/article/health-coronavirus-china-cases-idJPKBN2PH0DG?taid=62f4d6a61a1c2c0001b6513c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[28] http://web.archive.org/web/20220721092000/https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[27] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-06-01..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

Top URLs in Tweet in G1:
[946] https://www.worldometers.info/coronavirus/

Top URLs in Tweet in G2:
[20] 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_
[14] https://www3.nhk.or.jp/news/special/coronavirus/data/
[11] https://fij.info/coronavirus-feature/overseas#tempo0211
[10] https://www.washingtonpost.com/health/2022/08/11/cdc-coronavirus-recommendations/
[7] https://jp.reuters.com/article/health-coronavirus-china-cases-idJPKBN2PH0DG
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[6] https://www3.nhk.or.jp/news/special/coronavirus/
[5] https://www.breitbart.com/politics/2022/08/11/cdc-ends-differentiation-of-unvaccinated-in-new-coronavirus-guidelines/
[5] https://www.washingtonpost.com/health/2022/08/11/cdc-coronavirus-recommendations/?tid=ss_tw
[5] http://web.archive.org/web/20220721092000/https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html

Top URLs in Tweet in G3:
[16] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[14] http://web.archive.org/web/20220721092000/https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-childcare-guidance.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[3] https://app.powerbi.com/view?r=eyJrIjoiY2M0MzRhNzItOTY3NC00Zjc4LTkwNjUtYWQzM2M3MWJhMDYxIiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9
[2] https://covid.cdc.gov/covid-data-tracker/?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcases-updates%2Fcases-in-us.html#cases_casesper100klast7days
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/children-teens.html
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-spreading-ferocity-need-decisive-action-now/
[1] https://ourworldindata.org/coronavirus
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/different-types-of-covid-19-vaccines/art-20506465

Top URLs in Tweet in G4:
[122] https://newsdigest.jp/pages/coronavirus/
[26] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-06-01..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
[16] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-06-01..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Reproduction+rate&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~USA~KOR
[10] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-04-23..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR
[9] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Excess+mortality+%28%25%29&Interval=Cumulative&Relative+to+Population=true&Color+by+test+positivity=false&country=~AUS
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-12-01..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~USA~KOR
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-06-01..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
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-06-01..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~USA~KOR
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11276-covid19-ba-2-75.html
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Variants&Interval=Biweekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~IND

Top URLs in Tweet in G5:
[35] https://www.unicef.org/ethiopia/stories/giving-life-any-cost
[1] https://secure.avaaz.org/campaign/fr/global_ceasefire_onb/?wotAitb
[1] https://secure.avaaz.org/campaign/en/global_ceasefire_onb/?wKoxitb
[1] https://abcn.ws/3bOPtqr
[1] https://secure.avaaz.org/campaign/nl/global_ceasefire_onb/?wIGcgtb

Top URLs in Tweet in G6:
[5] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/les-vaccins-contre-le-covid-19-sont-sans-danger-pendant-la-grossesse-confirme-une-etude-canadienne_5304211.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/les-vaccins-contre-le-covid-19-sont-sans-danger-pendant-la-grossesse-confirme-une-etude-canadienne_5304211.html#xtor=CS2-765-[autres]-
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-l-union-europeenne-reserve-15-millions-de-doses-de-la-nouvelle-version-du-vaccin-de-moderna-adaptee-au-variant-omicron_5301058.html
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900426-1%2Ffulltext&rc=0
[1] https://twitter.com/JeanYvesCAPO/status/1558434855515463682
[1] https://twitter.com/NiusMarco/status/1557757701228208128
[1] https://www.covidhub.ch/vaccins-covid-la-desillusion-apparait-au-grand-jour/
[1] https://www.doctissimo.fr/sante/epidemie/coronavirus-chinois/coronavirus-COVID-19-grossesse#les-femmes-enceintes-sont-elles-plus-a-risque-d-infection-au-coronavirus
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/les-vaccins-contre-le-covid-19-sont-sans-danger-pendant-la-grossesse-confirme-une-etude-canadienne_5304211.html#xtor=CS2-765-[twitter]-

Top URLs in Tweet in G7:
[99] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[4] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-06-01..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

Top URLs in Tweet in G8:
[3] https://www.telesurtv.net/news/norcorea-declara-victoria-coronavirus-20220811-0006.html
[1] https://www.elmundo.es/ciencia-y-salud/salud/2022/08/09/62f243d3fdddffc65f8b4571.html
[1] https://tweetedtimes.com/sindicarse

Top URLs in Tweet in G9:
[66] https://www.casaitaliaradio.com/
[7] https://opensea.io/collection/covid-19-earth-of-the-coronavirus-period
[3] https://au.news.yahoo.com/millions-plunged-into-lockdown-as-china-faces-major-covid-challenge-004422494.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.tirol.gv.at/meldungen/meldung/coronavirus-update-donnerstag-11-august-2022/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.heislerandmattson.com/blog/how-will-real-estate-and-home-sales-be-affected-covid-coronavirus-shutdowns/
[2] https://www.newsdrum.in/national/delhi-markets-try-to-enforce-mask-mandate-amid-surge-in-coronavirus-cases-74639.html
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/global-covid-cases-level-deaths-decline
[2] https://www.bbc.co.uk/news/health-62516896?at_medium=RSS&at_campaign=KARANGA
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/news-scan-aug-11-2022
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/covid-19-neuro-complications-long-term-symptoms-kids

Top URLs in Tweet in G10:
[2] https://www.canada.ca/index.html
[1] https://redcross.ca/stopthespread
[1] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/testing-screening-contact-tracing/rapid-tests-employees/small-medium-organizations.html
[1] https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/
[1] https://sciencebasedmedicine.org/the-deadly-coronavirus-spike-protein/
[1] https://canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/symptoms/provincial-territorial-resources-covid-19.html
[1] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/covid19-vaccine-what-parents-need-to-know
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting
[1] https://www.abc.net.au/news/2020-05-31/anti-vaxxers-are-exploiting-the-coronavirus-crisis/12302710?nw=0

Top Domains
Top Domains in Tweet in Entire Graph:
[961] worldometers.info
[280] blogspot.com
[172] or.jp
[125] newsdigest.jp
[118] cdc.gov
[113] twitter.com
[101] reuters.com
[96] ourworldindata.org
[66] casaitaliaradio.com
[53] co.uk

Top Domains in Tweet in G1:
[946] worldometers.info

Top Domains in Tweet in G2:
[41] or.jp
[39] twitter.com
[29] anterokini.com
[22] letsgetchecked.com
[20] reuters.com
[19] co.uk
[19] washingtonpost.com
[12] cdc.gov
[11] breitbart.com
[11] fij.info

Top Domains in Tweet in G3:
[35] cdc.gov
[14] archive.org
[3] powerbi.com
[1] co.uk
[1] ourworldindata.org
[1] mayoclinic.org
[1] pennlive.com
[1] washingtonpost.com
[1] ksdk.com

Top Domains in Tweet in G4:
[122] newsdigest.jp
[77] ourworldindata.org
[1] go.jp
[1] or.jp
[1] dropbox.com
[1] reuters.com
[1] shizuoka.jp

Top Domains in Tweet in G5:
[35] unicef.org
[3] avaaz.org
[1] abcn.ws

Top Domains in Tweet in G6:
[8] francetvinfo.fr
[2] twitter.com
[1] gov.uk
[1] elsevierhealth.com
[1] covidhub.ch
[1] doctissimo.fr

Top Domains in Tweet in G7:
[99] or.jp
[4] ac.jp
[1] ourworldindata.org

Top Domains in Tweet in G8:
[3] telesurtv.net
[1] elmundo.es
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[66] casaitaliaradio.com
[7] opensea.io
[6] umn.edu
[5] parentsecurityonline.com
[3] yahoo.com
[3] blogspot.com
[3] 8world.com
[3] parliamodi.news
[3] khabarhub.com
[3] theperfectenemy.com

Top Domains in Tweet in G10:
[5] canada.ca
[1] redcross.ca
[1] usafacts.org
[1] sciencebasedmedicine.org
[1] hopkinsmedicine.org
[1] gov.uk
[1] net.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[926] coronavirus
[726] covid19
[327] covid
[310] covid_19
[236] covidー19
[129] toquedequeda
[127] felizdomingo
[116] 新型コロナウイルス
[107] estadodealarma
[95] vaccine



Top Hashtags in Tweet in G2:
[161] coronavirus
[77] covid19
[17] ad
[16] code
[16] covidtest
[13] corona
[13] letsgetchecked
[13] covid
[12] travel
[12] discountcode

Top Hashtags in Tweet in G3:
[47] covid19
[10] nclgetaway
[10] cruiseline
[5] covid
[3] coronavirus
[2] schools
[2] education
[2] covid2019
[2] covid2020
[2] covid19pandemic

Top Hashtags in Tweet in G4:
[110] 新型コロナウイルス
[93] covid19
[55] 医クラ
[3] newsdigest

Top Hashtags in Tweet in G5:
[36] endtigraysiege
[17] endtigraygenocide
[3] coronavirus
[3] globalceasefire
[2] covid19pandemic
[1] kashmir
[1] india
[1] freekashmir
[1] coronacrisis

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

Top Hashtags in Tweet in G8:
[14] venezuelaendesarrollo
[12] covid_19
[12] 13ago
[11] 11ago
[6] prevención
[2] coronavirus
[1] covid19
[1] revocaciònprofunda

Top Hashtags in Tweet in G9:
[193] coronavirus
[103] covid
[67] covid19
[61] casaitaliaradio
[57] webradio
[55] news
[52] radio
[52] home
[50] casa
[50] governo

Top Hashtags in Tweet in G10:
[4] covid19
[2] stopthespread
[2] rapidtests
[2] golocalcanada
[2] covid19vaccines
[2] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[2508] coronavirus
[1064] covid
[946] 아니
[946] 저기
[946] 간만에
[946] 찾아봤더니
[946] 우리
[946] 나라
[946] 현재
[946] 코로나

Top Words in Tweet in G1:
[946] 아니
[946] 저기
[946] 간만에
[946] 찾아봤더니
[946] 우리
[946] 나라
[946] 현재
[946] 코로나
[946] 발병률
[946] 세계

Top Words in Tweet in G2:
[450] coronavirus
[183] covid
[160] #coronavirus
[112] 19
[77] #covid19
[59] क
[58] र
[52] cases
[42] cdc
[40] more

Top Words in Tweet in G3:
[360] cdcgov
[309] website
[309] statement
[308] repthomasmassie
[308] quietly
[308] deleting
[308] misleading
[308] information
[308] following
[308] removed

Top Words in Tweet in G4:
[259] bb45_colorado
[156] 詳細は下記urlより
[125] newsdigestweb
[110] #新型コロナウイルス
[93] #covid19
[56] 韓国は
[55] 日本は一見死亡が少なく見えますが
[55] 感染研による超過死亡と著しく矛盾しており
[55] 過小評価と分かります
[55] この過小分の多くが

Top Words in Tweet in G5:
[618] coronavirus
[615] desta
[615] pandemic
[615] conflict
[615] region
[599] medical
[270] staff
[62] jj1sba2nrr54dyc
[61] krohanaa
[58] aezebaezeb2

Top Words in Tweet in G6:
[209] étude
[135] canadienne
[112] covid
[111] 19
[103] sont
[96] contre
[96] danger
[96] grossesse
[95] vaccins
[95] sans

Top Words in Tweet in G7:
[194] masaru_kaneko
[61] co
[59] 何もしないで死を待つのみ
[59] 今日の感染者数は16万8826人
[59] 重症者数は639人に増加
[59] 今日も死者数は210人と4日連続200人超え
[59] この1週間で1500人も死ぬ
[59] 累計の死者数は3万4806人
[58] iltyqcnt7s
[58] 2022年に入って1万6400人も死んでいるの

Top Words in Tweet in G8:
[81] coronavirus
[68] delcyrodriguezv
[59] día
[58] total
[57] semana
[57] 126
[57] 881
[57] nuestro
[57] estas
[57] estadísticas

Top Words in Tweet in G9:
[193] #coronavirus
[104] #covid
[75] più
[67] #covid19
[66] leggi
[65] covid
[61] #casaitaliaradio
[59] cases
[57] #webradio
[55] #news

Top Words in Tweet in G10:
[7] vaccination
[7] mhra
[6] longish
[6] thread
[6] beginning
[6] uk
[6] programme
[6] according
[6] yellow
[6] card

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[946] 아니,저기
[946] 저기,간만에
[946] 간만에,찾아봤더니
[946] 찾아봤더니,우리
[946] 우리,나라
[946] 나라,현재
[946] 현재,코로나
[946] 코로나,발병률
[946] 발병률,세계
[946] 세계,1위

Top Word Pairs in Tweet in G1:
[946] 아니,저기
[946] 저기,간만에
[946] 간만에,찾아봤더니
[946] 찾아봤더니,우리
[946] 우리,나라
[946] 나라,현재
[946] 현재,코로나
[946] 코로나,발병률
[946] 발병률,세계
[946] 세계,1위

Top Word Pairs in Tweet in G2:
[106] covid,19
[27] #coronavirus,#covid19
[23] क,र
[18] र,न
[18] coronavirus,covid
[17] coronavirus,cases
[16] #code,ailsa30
[16] need,#covidtest
[15] nuovi,casi
[14] #covid19,#coronavirus

Top Word Pairs in Tweet in G3:
[308] repthomasmassie,cdcgov
[308] cdcgov,quietly
[308] quietly,deleting
[308] deleting,misleading
[308] misleading,information
[308] information,website
[308] website,following
[308] following,statement
[308] statement,removed
[307] removed,thei

Top Word Pairs in Tweet in G4:
[107] 詳細は下記urlより,#新型コロナウイルス
[92] #新型コロナウイルス,#covid19
[55] 日本は一見死亡が少なく見えますが,感染研による超過死亡と著しく矛盾しており
[55] 感染研による超過死亡と著しく矛盾しており,過小評価と分かります
[55] 過小評価と分かります,この過小分の多くが
[55] この過小分の多くが,老衰
[55] 老衰,です
[55] です,死んでも調べない
[55] 死んでも調べない,故に日本は死亡者数が6倍の過小評価とランセット論文
[55] 故に日本は死亡者数が6倍の過小評価とランセット論文,で酷評されています

Top Word Pairs in Tweet in G5:
[615] desta,coronavirus
[615] coronavirus,pandemic
[615] pandemic,conflict
[615] conflict,region
[599] region,medical
[270] medical,staff
[61] jj1sba2nrr54dyc,desta
[59] krohanaa,desta
[58] aezebaezeb2,desta
[58] medical,sta

Top Word Pairs in Tweet in G6:
[135] étude,canadienne
[111] covid,19
[95] vaccins,contre
[95] contre,covid
[95] 19,sont
[95] sont,sans
[95] sans,danger
[95] danger,pendant
[95] pendant,grossesse
[95] grossesse,confirme

Top Word Pairs in Tweet in G7:
[59] 何もしないで死を待つのみ,今日の感染者数は16万8826人
[59] 今日の感染者数は16万8826人,重症者数は639人に増加
[59] 重症者数は639人に増加,今日も死者数は210人と4日連続200人超え
[59] 今日も死者数は210人と4日連続200人超え,この1週間で1500人も死ぬ
[59] この1週間で1500人も死ぬ,累計の死者数は3万4806人
[58] co,iltyqcnt7s
[58] masaru_kaneko,何もしないで死を待つのみ
[58] 累計の死者数は3万4806人,2022年に入って1万6400人も死んでいるの
[55] 毎日200人の命が,昨日の新規感染者数は世界一
[55] 昨日の新規感染者数は世界一,死者数は世界3位

Top Word Pairs in Tweet in G8:
[57] semana,126
[57] 126,día
[57] día,881
[57] 881,coronavirus
[57] coronavirus,nuestro
[57] nuestro,estas
[57] estas,estadísticas
[57] estadísticas,generales
[57] generales,total
[55] delcyrodriguezv,semana

Top Word Pairs in Tweet in G9:
[66] leggi,più
[61] più,#casaitaliaradio
[57] #casaitaliaradio,#webradio
[52] #webradio,#radio
[50] #radio,#casa
[50] #casa,#home
[49] #home,#design
[48] #design,#politica
[48] #politica,#interiordesign
[48] #interiordesign,#covid

Top Word Pairs in Tweet in G10:
[6] longish,thread
[6] thread,beginning
[6] beginning,uk
[6] uk,vaccination
[6] vaccination,programme
[6] programme,according
[6] according,mhra
[6] mhra,yellow
[6] yellow,card
[6] card,adverse

Top Replied-To
Top Replied-To in Entire Graph:
@bbcchinese
@allenmajorovic
@daniwolv
@foxnews
@stevedeaceshow
@jeanneonyme
@barakatluca
@hemiunu2021
@debatingroom
@bmg_bund

Top Replied-To in G3:
@jeremyknauff
@repthomasmassie
@cdcgov

Top Replied-To in G4:
@ruisakano
@wakae

Top Replied-To in G5:
@desta

Top Replied-To in G6:
@franceinfo
@tatiann69922625
@enfantdabord2
@violettecrawley

Top Replied-To in G9:
@jhotyrher
@agnes_rose3
@lostfluf

Top Replied-To in G10:
@zeetubes
@jonesbonus
@just_some_gizmo
@topichopper

Top Mentioned
Top Mentioned in Entire Graph:
@raison_dtr
@cdcgov
@repthomasmassie
@bb45_colorado
@masaru_kaneko
@traselvalle_obc
@jjaranaz94
@newsdigestweb
@jc_c_a
@strange_days_82

Top Mentioned in G1:
@raison_dtr

Top Mentioned in G2:
@ailsaforshaw
@ukcareguide
@lattention_info
@informamolise
@aux_cas12
@mdfdvntrs
@dwnpqy8besox7ti
@gemgegencorona
@mite272
@serpalencia

Top Mentioned in G3:
@cdcgov
@repthomasmassie
@disclosetv
@cruisenorwegian
@sinnerthedj
@benirvineauthor
@rayarmat
@gifu_kosanka
@_covid19_world_
@cdcmmwr

Top Mentioned in G4:
@bb45_colorado
@newsdigestweb
@wakamono_gakari
@curioshiki
@angama_market
@canchemistry
@masaru_kaneko
@ruisakano
@wakae

Top Mentioned in G5:
@jj1sba2nrr54dyc
@krohanaa
@aezebaezeb2
@abiti19s
@gerysalam
@un
@danuaxsmawit
@eucouncil
@un_hrc
@nato

Top Mentioned in G6:
@verity_france
@banounhelene
@franceinfo
@drpguerin
@tatiann69922625
@pasdhypocrisie
@zenon71647295
@paulmaxit
@bastetmichle3
@soundtrue2

Top Mentioned in G7:
@masaru_kaneko
@bb45_colorado

Top Mentioned in G8:
@delcyrodriguezv
@brigadaschch
@gnb_tachira
@1ciacamurichico
@pavitotuitero
@chavista0101
@gnbgarantedepaz
@redi_andes
@gabrielasjr
@luiscarrillo66

Top Mentioned in G9:
@casaitaliaradio
@uae_forsan
@pleccese
@20minutes
@pandemiasurvive
@andaluciajunta
@istsupsan
@yahoonewsau
@ronronkmfa
@acertainfox512

Top Mentioned in G10:
@a1an_m
@govcanhealth
@jimeeliberty
@mcfunny
@richykirsh
@doom37455413
@cpho_canada
@tonybaduy
@andrewlazarus4
@shocktraumarn

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@el_cooperante
@sectest9
@simanekomama
@chidambara09
@abbtakk
@zyitegadgets
@tommybrain

Top Tweeters in G1:
@a_riselovelive
@d01te
@kimck007
@csua1004
@aos_yelloshi
@jackissf
@uhanzim
@twotwo2019
@robin_trpg
@leon_s2

Top Tweeters in G2:
@el_cooperante
@zyitegadgets
@la_iguanatv
@realercanates1
@jacekwierzbicki
@mortgage_shop
@eldiario
@personalfitnes3
@vippusao
@mvsnoticias

Top Tweeters in G3:
@zardoz420wpn
@hlthiskrieger
@ryotashin3587
@ksdknews
@gate_15_analyst
@bloodavante
@surfaceskimmer
@parzival1
@srrabon_
@kstuck93

Top Tweeters in G4:
@ecodaren
@sippomagari
@sosorasora3
@baphomet_2525
@nekokasiya
@bb45_colorado
@haltaq
@ma_mochizuki
@zpitschi
@izunoeigorou

Top Tweeters in G5:
@nigsti_tigray
@romhai_h
@abc
@tsrha_kw
@mulu999344782
@vottdf
@kusuweyenti
@amlsha_
@great_tgray
@mamaye_m

Top Tweeters in G6:
@mariposatuitera
@diabolo741
@clemence442
@vitot27
@franceinfo
@porcinettelouis
@saraart4
@hervefav
@julien0686
@reginevalsot

Top Tweeters in G7:
@yukiko45828
@4823_tanaka
@hoikita7
@akagetto
@kiq
@plutoatom
@ghettoorgan
@kazamasemi
@egoist5396
@matsuko318

Top Tweeters in G8:
@memaemma53
@luiscarrillo66
@gnb_tachira
@giosiva
@juancarlosard16
@llaneritoramiro
@bettsymgh
@arondes30
@geinnerrgh
@chavista0101

Top Tweeters in G9:
@aljawareh11
@parliamodinews
@20minutes
@the_hindu
@amadorn
@danny51353649
@menuet_morgan
@hephaistos_ai
@alarabiya_eng
@nbcchicago

Top Tweeters in G10:
@doritmi
@monstercoyliar
@kath2cats
@mcfunny
@chimera414
@malo_j
@wendyorent
@angryfleas
@nockit1
@alex_on_a14


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