Coronavirus, Twitter, 7/1/2022 9:48:58 AM, 278841


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Coronavirus_2022-07-01_01-47-27.xlsx
Coronavirus_2022-07-01_01-47-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 01, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3Ae8hsZ
@maajidnawaz
@nytimes
@washingtonpost
@cdcgov
@heartvesstransp
@dylan_housman
@fitterhappieraj
@62_elizay
@loscharlos
@bb45_colorado

Top hashtags:
#covid19
#coronavirus
#新型コロナウイルス
#covid
#covid_19
#covidー19
#toquedequeda

Description:
Description
The graph represents a network of 8,348 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 Friday, 01 July 2022 at 09:11 UTC.

The requested start date was Friday, 01 July 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, 45-minute period from Tuesday, 28 June 2022 at 11:39 UTC to Thursday, 30 June 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 : 8348
Unique Edges : 3901
Edges With Duplicates : 11448
Total Edges : 15349
Number of Edge Types : 5
Replies to : 578
Mentions : 1468
Tweet : 2534
Retweet : 5091
MentionsInRetweet : 5678
Self-Loops : 2619
Reciprocated Vertex Pair Ratio : 0.00531227566403446
Reciprocated Edge Ratio : 0.0105684090259926
Connected Components : 2082
Single-Vertex Connected Components : 1003
Maximum Vertices in a Connected Component : 2101
Maximum Edges in a Connected Component : 5033
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 9.81087
Graph Density : 0.000100486854648936
Modularity : 0.506703
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,348 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 Friday, 01 July 2022 at 09:11 UTC.

The requested start date was Friday, 01 July 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, 45-minute period from Tuesday, 28 June 2022 at 11:39 UTC to Thursday, 30 June 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:
[410] https://newsdigest.jp/pages/coronavirus/
[84] https://dailycaller.com/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/
[54] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-07-09..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=GBR~ISR~TWN~USA~JPN~FRA~DEU~ITA~NLD~CHN~HKG~KOR
[52] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-pfizer-starting-testing-universal-coronavirus-vaccine-h2-2022-06-29/
[42] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6
[36] https://www3.nhk.or.jp/news/special/coronavirus/data/
[36] https://www.jpost.com/health-and-wellness/coronavirus/article-710702
[25] https://jp.reuters.com/article/tokyo-coronavirus-idJPKBN2OB0C8?taid=62bd7eb13e1ad60001a959ee&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[23] https://trib.al/D17s6JH
[22] https://thenewdaily.com.au/news/coronavirus/2022/06/30/australia-covid-fatalities/

Top URLs in Tweet in G1:
[13] https://www3.nhk.or.jp/news/special/coronavirus/data/
[10] https://fij.info/coronavirus-feature/overseas#tempo0211
[9] https://www.nbcnewyork.com/news/coronavirus/top-ny-doctor-new-covid-wave-is-starting-with-the-worst-version-of-omicron/3752858/
[8] https://www.jpost.com/health-and-wellness/coronavirus/article-710702
[8] https://www.mesopinions.com/petition/sante/coronavirus-interdire-medecins-plateaux-tv-ainsi/181872?source=twitter
[7] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?cookieSet=1
[6] https://www.worldometers.info/coronavirus/
[6] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-pfizer-starting-testing-universal-coronavirus-vaccine-h2-2022-06-29/
[6] https://www.mortgageshop.com/?notes=Hey____Buy+medical+disposable+face+mask+to+protect+your+loved+ones+from+the+deadly+CoronaVirus.++The+price+is+%240.28+each.++If+interested%2C+please+check+our+site%3A+pharmacyoutlets.online____All+the+best%2C____Ilana&new_surname=Ilana&new_postcode=30460-435&new_mobile=%252&from=Twitter
[5] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6

Top URLs in Tweet in G2:
[15] https://www.jpost.com/health-and-wellness/coronavirus/article-710702
[2] https://thenationalpulse.com/2022/06/28/peter-daszak-authored-russia-funded-study-on-coronaviruses/
[1] https://www.thedailybeast.com/the-sketchy-past-of-moncef-slaoui-trumps-coronavirus-vaccine-czar
[1] https://www.ctvnews.ca/health/coronavirus/border-restrictions-to-re-enter-canada-extended-until-at-least-sept-30-1.5968542
[1] https://www.politico.eu/article/von-der-leyens-texts-are-not-a-private-matter-covid-vaccines-coronavirus/

Top URLs in Tweet in G3:
[3] https://dailycaller-com.translate.goog/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=fr
[1] https://www.dhnet.be/sports/cyclisme/tour-de-france/2022/06/30/tour-de-france-bryan-coquard-forfait-a-cause-du-coronavirus-pierre-luc-perichon-appele-chez-cofidis-T7NEVTZQGZDRFD77QXBIUWN4BY/
[1] https://www.dhnet.be/sports/tennis/2022/06/30/wimbledon-positif-au-coronavirus-lespagnol-roberto-bautista-agut-19e-mondial-doit-renoncer-KV67VWQKJNCADPS5IRDQNP4WDE/
[1] https://www.normandie.ars.sante.fr/coronavirus-point-de-situation-en-normandie-29-juin-2022

Top URLs in Tweet in G4:
[9] https://dailycaller.com/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/
[2] https://www.sfgate.com/coronavirus/article/bay-area-mask-mandate-results-17271294.php
[2] https://www.keeptalkinggreece.com/2022/06/29/no-measures-no-lockdown-locally-greece-coronavirus/#.YrwMv7lIaz4.twitter

Top URLs in Tweet in G5:
[313] https://newsdigest.jp/pages/coronavirus/
[53] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-07-09..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=GBR~ISR~TWN~USA~JPN~FRA~DEU~ITA~NLD~CHN~HKG~KOR
[21] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&facet=none&uniformYAxis=0&Metric=Tests&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[15] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&time=2021-06-01..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=JPN~FRA~GBR~USA
[11] https://ourworldindata.org/coronavirus/country/japan
[5] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[4] https://ourworldindata.org/explorers/coronavirus-data-explorer?time=2021-12-10..latest&facet=none&uniformYAxis=0&Metric=Tests+per+case&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[3] https://www.tokyo-np.co.jp/article/186673?rct=coronavirus
[1] https://capture.dropbox.com/iqNMEPsvpNvLU5L6
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&time=2021-08-02..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=JPN~USA~TWN~CHN~KOR

Top URLs in Tweet in G6:
[93] https://newsdigest.jp/pages/coronavirus/
[2] 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+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~Europe
[1] https://news.sky.com/story/covid-19-people-in-france-should-wear-masks-again-on-public-transport-as-new-coronavirus-wave-hits-nation-12641476
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&facet=none&uniformYAxis=0&Metric=Tests&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[1] https://www.wral.com/coronavirus/universal-masking-in-schools-shown-to-reduce-spread-of-covid-19-study-finds/20178498/
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-07-09..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=GBR~ISR~TWN~USA~JPN~FRA~DEU~ITA~NLD~CHN~HKG~KOR
[1] https://jp.reuters.com/article/health-coronavirus-vaccines-pfizer-idJPKBN2O809U

Top URLs in Tweet in G7:
[4] https://www.theguardian.com/commentisfree/2022/jun/28/no-masks-no-free-tests-low-sick-pay-the-government-is-back-in-covid-denial?CMP=share_btn_tw
[1] https://www.dallasnews.com/news/politics/2022/06/29/texas-sen-ted-cruz-blasts-sesame-street-again-after-elmo-gets-the-coronavirus-vaccine/
[1] https://www.theguardian.com/commentisfree/2022/jun/28/no-masks-no-free-tests-low-sick-pay-the-government-is-back-in-covid-denial?CMP=Share_iOSApp_Other
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01792-y
[1] https://www.usnews.com/news/national-news/articles/2022-06-28/cdc-new-omicron-subvariants-ba-4-ba-5-take-over-as-dominant-coronavirus-strains
[1] https://nytv.to/28xeg
[1] https://www.wsws.org/en/articles/2022/06/28/vokj-j28.html
[1] https://www.nbcnews.com/science/science-news/largest-study-masks-yet-details-importance-fighting-covid-19-rcna1858
[1] https://www.newscientist.com/article/2240288-do-face-masks-work-against-the-coronavirus-and-should-you-wear-one/

Top URLs in Tweet in G8:
[6] https://timesofindia.indiatimes.com/life-style/health-fitness/health-news/coronavirus-complication-know-how-covid-damages-your-lungs/photostory/92516747.cms
[3] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6?r=US&IR=T
[2] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-septieme-vague-quelles-sont-les-regles-d-isolement-si-vous-etes-malade-ou-cas-contact-7e096894-f6e1-11ec-8d9e-ebb0bb3f5c46
[2] https://jantantratv.com/
[2] https://news.sky.com/story/covid-19-people-in-france-should-wear-masks-again-on-public-transport-as-new-coronavirus-wave-hits-nation-12641476
[2] https://www.jpost.com/health-and-wellness/coronavirus/article-710594
[2] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6
[2] https://english.newsexpress.com/india-records-14506-new-covid-cases-30-deaths/
[1] https://firstindia.co.in/epapers/lucknow/30062022
[1] https://bit.ly/2QN3QOp

Top URLs in Tweet in G9:
[21] https://www.businessinsider.com/who-official-individuals-coronavirus-infection-unlucky-long-covid-2022-6
[3] https://www.news-medical.net/news/20220630/Study-shows-long-COVID-remodeling-of-T-cell-dynamics-is-dependent-on-SARS-CoV-2-severity.aspx
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-pfizer-starting-testing-universal-coronavirus-vaccine-h2-2022-06-29/
[2] https://www.news-medical.net/news/20220629/Epigenome-wide-DNA-methylation-patterns-in-convalescent-COVID-19-subjects.aspx
[2] https://www.news-medical.net/news/20220630/Age-specific-susceptibility-during-the-Omicron-driven-Delta-driven-and-pre-Delta-waves-in-South-Korea.aspx
[1] https://twitter.com/farid__jalali/status/1542165251646316545
[1] https://nymag.com/intelligencer/amp/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[1] https://www.latimes.com/california/story/2022-06-28/coronavirus-easier-to-get-harder-to-avoid-in-california
[1] https://www.theguardian.com/world/commentisfree/2022/mar/30/long-covid-coronavirus-covid-pandemic-health?CMP=Share_iOSApp_Other
[1] https://www.stuff.co.nz/national/health/coronavirus/129108259/ba5-is-starting-to-snowball-in-nz-the-first-sign-of-a-new-wave-of-covid19

Top URLs in Tweet in G10:
[16] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-pfizer-starting-testing-universal-coronavirus-vaccine-h2-2022-06-29/
[8] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?utm_campaign=NewsfromScience&utm_source=Social&utm_medium=Twitter&cookieSet=1
[4] https://www.washingtonpost.com/nation/2020/03/27/us-coronavirus-cases-tracking-deaths-confirmed-cases-by-state/
[3] https://www.latimes.com/california/story/2022-06-28/coronavirus-easier-to-get-harder-to-avoid-in-california
[3] https://www.science.org/doi/10.1126/science.abm1208
[2] https://www.npr.org/sections/goatsandsoda/2022/06/29/1106822268/coronavirus-faq-got-any-tips-on-improving-indoor-air-flow-to-reduce-infection-ri?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://www.nbcnewyork.com/news/coronavirus/nyc-covid-positivity-rate-at-5-month-highs-as-top-doc-warns-of-6th-wave/3754691/
[1] https://www.npr.org/sections/goatsandsoda/2022/06/29/1106822268/coronavirus-faq-got-any-tips-on-improving-indoor-air-flow-to-reduce-infection-ri?t=1656566735627
[1] https://www.npr.org/sections/goatsandsoda/2022/06/29/1106822268/coronavirus-faq-got-any-tips-on-improving-indoor-air-flow-to-reduce-infection-ri
[1] https://www.nbcnewyork.com/news/coronavirus/top-ny-doctor-new-covid-wave-is-starting-with-the-worst-version-of-omicron/3752858/?_osource=db_npd_nbc_wnbc_twt_shr&fbclid=IwAR1kjXmgQi_SZoz_b_7UDVK2tkBCJed6IyYj3gBfKxFxKAg_8V7g9E6ZqJA

Top Domains
Top Domains in Tweet in Entire Graph:
[410] newsdigest.jp
[156] blogspot.com
[145] reuters.com
[136] ourworldindata.org
[120] twitter.com
[85] dailycaller.com
[79] or.jp
[74] ctvnews.ca
[71] co.uk
[58] businessinsider.com

Top Domains in Tweet in G1:
[43] twitter.com
[43] mortgageshop.com
[24] co.uk
[23] or.jp
[23] reuters.com
[19] nhs.uk
[17] nbcnewyork.com
[16] washingtonpost.com
[15] ctvnews.ca
[15] com.ar

Top Domains in Tweet in G2:
[15] jpost.com
[2] thenationalpulse.com
[1] thedailybeast.com
[1] ctvnews.ca
[1] politico.eu

Top Domains in Tweet in G3:
[3] translate.goog
[2] dhnet.be
[1] sante.fr

Top Domains in Tweet in G4:
[9] dailycaller.com
[2] sfgate.com
[2] keeptalkinggreece.com

Top Domains in Tweet in G5:
[313] newsdigest.jp
[117] ourworldindata.org
[5] or.jp
[4] co.jp
[1] dropbox.com
[1] twitter.com

Top Domains in Tweet in G6:
[93] newsdigest.jp
[4] ourworldindata.org
[1] sky.com
[1] wral.com
[1] reuters.com

Top Domains in Tweet in G7:
[5] theguardian.com
[1] dallasnews.com
[1] nature.com
[1] usnews.com
[1] nytv.to
[1] wsws.org
[1] nbcnews.com
[1] newscientist.com

Top Domains in Tweet in G8:
[6] indiatimes.com
[5] businessinsider.com
[4] ouest-france.fr
[2] bit.ly
[2] jantantratv.com
[2] sky.com
[2] jpost.com
[2] newsexpress.com
[1] co.in
[1] arcgis.com

Top Domains in Tweet in G9:
[21] businessinsider.com
[7] news-medical.net
[2] reuters.com
[1] twitter.com
[1] nymag.com
[1] latimes.com
[1] theguardian.com
[1] co.nz
[1] economist.com
[1] rte.ie

Top Domains in Tweet in G10:
[16] reuters.com
[11] science.org
[5] washingtonpost.com
[4] npr.org
[3] nbcnewyork.com
[3] latimes.com
[2] calabria.it
[2] puglia.it
[1] bz.it
[1] ny.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1093] covid19
[998] coronavirus
[260] 新型コロナウイルス
[219] covid
[188] covid_19
[135] covidー19
[99] toquedequeda
[97] longcovid
[94] estadodealarma
[91] vaccine



Top Hashtags in Tweet in G1:
[236] coronavirus
[131] covid19
[46] covid
[28] news
[20] corona
[15] covid_19
[11] pandemic
[11] who
[10] covidー19
[9] coronavirusupdates

Top Hashtags in Tweet in G3:
[149] covid19
[85] sncf
[22] coronavirus
[11] covid19france
[4] normandie
[3] covid_19
[1] traduisonsles
[1] masque
[1] covid

Top Hashtags in Tweet in G4:
[1] covid
[1] cdc
[1] covid19
[1] covidvaccine

Top Hashtags in Tweet in G5:
[259] 新型コロナウイルス
[242] covid19
[1] newsdigest

Top Hashtags in Tweet in G7:
[2] covid
[2] coronavirus
[2] sarscov2
[2] disease
[1] cat
[1] infection
[1] thailand
[1] feline
[1] infectopms
[1] illness

Top Hashtags in Tweet in G8:
[37] covid19
[22] coronavirus
[19] lindungdirilindungsemua
[19] kitajagakita
[19] kitamestimenang
[17] komunikasikita
[12] klceria
[12] cmswpkl
[12] longcovid
[11] iow

Top Hashtags in Tweet in G9:
[40] longcovid
[11] paxlovid
[6] covid19
[5] coronavirus
[3] covid
[3] sarscov2
[2] omicron
[2] delta
[2] southkorea
[2] korea

Top Hashtags in Tweet in G10:
[2] covid19
[2] covid
[1] mandatemasksny

Top Words
Top Words in Tweet in Entire Graph:
[2161] coronavirus
[1607] covid
[1093] #covid19
[998] #coronavirus
[836] 19
[678] leyen
[676] ursula
[670] exchanged
[666] demand
[663] themselves

Top Words in Tweet in G1:
[566] coronavirus
[312] covid
[236] #coronavirus
[181] 19
[131] #covid19
[92] cases
[90] 25
[71] more
[68] क
[68] over

Top Words in Tweet in G2:
[645] ursula
[643] themselves
[643] leyen
[642] elite
[642] demand
[642] privacy
[642] refusing
[642] transparency
[642] exchanged
[641] maajidnawaz

Top Words in Tweet in G3:
[381] flash
[378] mediavenir
[160] français
[150] masque
[149] #covid19
[136] vacances
[136] pourraient
[136] être
[135] gâchées
[135] par

Top Words in Tweet in G4:
[257] cdc
[257] caught
[257] using
[257] data
[257] covid
[257] kids
[254] highly
[254] misleading
[254] justify
[254] shots

Top Words in Tweet in G5:
[366] 詳細は下記urlより
[267] newsdigestweb
[259] #新型コロナウイルス
[242] #covid19
[115] bb45_colorado
[88] 1人死亡
[80] 警報
[75] 全国
[53] 欧米はこんな感じでここ1ヶ月増加傾向なので日本もまあそうなるかなと
[52] jun_makino

Top Words in Tweet in G6:
[158] 19
[93] 6月28日
[93] 新型コロナウイルス最新感染状況マップ
[93] 感染者数
[93] 387人
[93] 死者数
[93] 108人
[93] どうして死者数がこんなに多いのか
[93] 調べたら
[93] 大阪府が92人を一気に計上

Top Words in Tweet in G7:
[155] sick
[105] coronavirus
[81] welcome
[81] man
[74] cases
[73] free
[72] drfrancesryan
[72] soaring
[72] re
[72] infections

Top Words in Tweet in G8:
[37] #covid19
[35] plus
[29] cas
[22] covid
[22] #coronavirus
[20] स
[20] 000
[19] #lindungdirilindungsemua
[19] #kitajagakita
[19] #kitamestimenang

Top Words in Tweet in G9:
[72] more
[40] #longcovid
[37] none
[36] end
[36] times
[35] loscharlos
[35] unlucky
[35] thing
[21] immunity
[20] drericding

Top Words in Tweet in G10:
[68] see
[36] virus
[36] way
[34] air
[31] abraarkaran
[30] people
[30] surface
[30] becomes
[30] soiled
[30] dirty

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[696] covid,19
[670] ursula,leyen
[661] leyen,exchanged
[659] elite,demand
[659] demand,privacy
[659] privacy,themselves
[659] themselves,refusing
[659] refusing,transparency
[659] transparency,ursula
[658] maajidnawaz,elite

Top Word Pairs in Tweet in G1:
[165] covid,19
[46] 200,000
[42] 000,over
[42] over,25
[42] 25,years
[33] #coronavirus,#covid19
[30] 25,mortgage
[27] #covid19,#coronavirus
[26] coronavirus,pandemic
[20] र,न

Top Word Pairs in Tweet in G2:
[642] elite,demand
[642] demand,privacy
[642] privacy,themselves
[642] themselves,refusing
[642] refusing,transparency
[642] transparency,ursula
[642] ursula,leyen
[642] leyen,exchanged
[641] maajidnawaz,elite
[641] exchanged,tex

Top Word Pairs in Tweet in G3:
[367] mediavenir,flash
[136] vacances,pourraient
[136] pourraient,être
[135] flash,vacances
[135] être,gâchées
[135] gâchées,par
[135] par,l'émergence
[135] l'émergence,nouveaux
[135] nouveaux,variants
[135] variants,#covid19

Top Word Pairs in Tweet in G4:
[257] cdc,caught
[257] caught,using
[254] using,highly
[254] highly,misleading
[254] misleading,data
[254] data,justify
[254] justify,covid
[254] covid,shots
[254] shots,kids
[254] kids,contacted

Top Word Pairs in Tweet in G5:
[258] 詳細は下記urlより,#新型コロナウイルス
[241] #新型コロナウイルス,#covid19
[65] 警報,全国
[64] bb45_colorado,警報
[52] jun_makino,欧米はこんな感じでここ1ヶ月増加傾向なので日本もまあそうなるかなと
[36] 1人死亡,詳細は下記urlより
[26] 全国,全国統計で日毎新規感染者数は
[26] 全国統計で日毎新規感染者数は,20以降9日間連続して前週比増加している
[26] 20以降9日間連続して前週比増加している,同一週間変化率は
[26] 同一週間変化率は,5日以内に

Top Word Pairs in Tweet in G6:
[93] 6月28日,新型コロナウイルス最新感染状況マップ
[93] 新型コロナウイルス最新感染状況マップ,感染者数
[93] 感染者数,19
[93] 19,387人
[93] 387人,死者数
[93] 死者数,108人
[93] 108人,どうして死者数がこんなに多いのか
[93] どうして死者数がこんなに多いのか,調べたら
[93] 調べたら,大阪府が92人を一気に計上
[93] 大阪府が92人を一気に計上,大阪府民は

Top Word Pairs in Tweet in G7:
[81] welcome,sick
[81] sick,man
[74] coronavirus,cases
[72] cases,soaring
[72] soaring,re
[72] re,infections
[72] infections,common
[72] common,sick
[72] sick,pay
[72] pay,free

Top Word Pairs in Tweet in G8:
[19] #lindungdirilindungsemua,#kitajagakita
[19] #kitajagakita,#kitamestimenang
[17] #komunikasikita,#lindungdirilindungsemua
[13] marcgozlan,#covid19
[13] #covid19,nombre
[13] nombre,moyen
[13] moyen,cas
[13] cas,jours
[13] jours,glissants
[13] glissants,dépasse

Top Word Pairs in Tweet in G9:
[36] more,times
[35] times,more
[35] more,unlucky
[35] unlucky,end
[35] end,#longcovid
[35] #longcovid,thing
[35] thing,none
[34] loscharlos,more
[20] haters,hybrid
[20] hybrid,immunity

Top Word Pairs in Tweet in G10:
[30] people,see
[30] see,virus
[30] virus,air
[30] air,way
[30] way,see
[30] see,surface
[30] surface,becomes
[30] becomes,soiled
[30] soiled,dirty
[30] dirty,beyond

Top Replied-To
Top Replied-To in Entire Graph:
@rfi_cn
@mediavenir
@cmshehbaz
@539th
@suckykooky
@bmg_bund
@rn_psi
@minvws
@jim_jordan
@jeremyvineon5

Top Replied-To in G2:
@draseemmalhotra
@dilanyesilgoz
@skynewsaust

Top Replied-To in G3:
@mediavenir
@bellinarg4
@tuchtuchvince

Top Replied-To in G4:
@rn_psi
@p_mcculloughmd
@impf_info
@wide__awoke
@cdc

Top Replied-To in G5:
@wakae
@ramos262740691

Top Replied-To in G7:
@mprepuce
@doctor_oxford
@dancerdad

Top Replied-To in G8:
@daltmann10
@francoislegault

Top Replied-To in G9:
@drericding
@lazaruslong13
@doneford
@rs_covid19

Top Replied-To in G10:
@539th
@govkathyhochul
@intlcrimcourt
@erictopol

Top Mentioned
Top Mentioned in Entire Graph:
@maajidnawaz
@mediavenir
@newsdigestweb
@dylan_housman
@bb45_colorado
@koichi_kawakami
@pagusrendon
@jjaranaz94
@drfrancesryan
@traselvalle_obc

Top Mentioned in G1:
@jaesatellite
@futurasante
@_lavozdecordoba
@yokikirock
@berryneil1
@ormurcia
@ashman06
@sperlock222
@dailymur

Top Mentioned in G2:
@maajidnawaz
@timfprice
@roman_baber
@thackerpd
@draseemmalhotra
@marcinmasny
@nataliegwinters
@ddfa3434
@dilanyesilgoz
@berniespofforth

Top Mentioned in G3:
@mediavenir
@christ24intern1
@mediavenere
@ars_normandie
@bellinarg4
@lessportsplus
@ifopopinion
@sangha40409046
@tuchtuchvince
@mediazbeul

Top Mentioned in G4:
@dylan_housman
@theo_tj_jordan
@maajidnawaz
@p_mcculloughmd
@hochrisikopati1
@isikat2
@impf_info
@claudine_nich
@tombevanrcp
@studibressan_

Top Mentioned in G5:
@newsdigestweb
@bb45_colorado
@jun_makino
@ichinoseshu
@triangle24
@bob_hoffman_jp
@wakae
@nytimes
@ramos262740691
@koichi_kawakami

Top Mentioned in G6:
@koichi_kawakami
@angama_market
@mama_melaleuca
@bb45_colorado
@jun_makino
@tm7157

Top Mentioned in G7:
@drfrancesryan
@kit_yates_maths
@martindochert12
@penn48
@doctor_oxford
@jaworskifortx
@usnews
@smritimallapaty
@natureportfolio

Top Mentioned in G8:
@marcgozlan
@japenwpkl
@meetjess
@ecole_oubliee
@who
@der_waeller
@covidnewsbymib
@mohfw_india
@joepajak
@tobiasg82

Top Mentioned in G9:
@loscharlos
@fitterhappieraj
@drericding
@jburnmurdoch
@cathynottoday
@newsmedical
@researchsquare
@pfizer
@aslavitt
@drwilliamku

Top Mentioned in G10:
@abraarkaran
@erictopol
@latimes
@katiaamore
@sciencemagazine
@mandatemasksny
@antipeppe
@539th
@margotroosevelt
@nychealthcommr

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@sectest9
@recentlatestvia
@contrapuntovzla
@rashidaldosari
@berkleybearnews
@abbtakk
@robinsnewswire
@manchan_sub_acc

Top Tweeters in G1:
@infoitinterno
@recentlatestvia
@berkleybearnews
@abbtakk
@robinsnewswire
@medicinehelp
@realercanates1
@jacekwierzbicki
@cityreport
@diariocontraste

Top Tweeters in G2:
@johnjoechad
@anakreontyk
@josmirek
@drfessel
@wickedfairysad
@skynewsaust
@laromanbomber
@sinnersaint39
@anabellatibo
@mott_mason

Top Tweeters in G3:
@flockadoumbia
@fourchetchristi
@fabien_fichaux
@reawrightzz
@iamrhodyleen
@lasagesse78190
@bluetiiip
@toden_laviateur
@jerem973
@mmarsou

Top Tweeters in G4:
@2thedogpound
@martinesprisci
@dahart66
@riskographer2
@liszewsk
@harrytpk
@govtstheproblem
@libertygirlnova
@howgreatjr
@solmemes1

Top Tweeters in G5:
@toneunga3
@washiro
@hiruandon89
@sakeuchi317
@bb45_colorado
@uchida_kawasaki
@okugee
@tull_2003
@yamabukinosato
@matubonbeagle

Top Tweeters in G6:
@serioustom1
@rin_me
@baatarism
@roaring_dog
@ippatsu_sendai
@oosakahaoosaka
@ia5o0
@nonomaru116
@skipper4649
@uni_uni222

Top Tweeters in G7:
@catherinemginn
@godandthebear
@dmellieon
@mutalabala
@nigelheal
@cabbidges
@ronague
@curlyclaretoo
@solutionprovida
@morselya

Top Tweeters in G8:
@ouestfrance
@disguisedevilin
@virginievotier
@pmagn
@harridgepike
@absurd_penguin
@coachrankine
@yannnsud
@thefirstindia
@pari_menagere

Top Tweeters in G9:
@reneevoicebrand
@guardian
@dollymad1812
@shell_loyd
@hacketttom
@j_p_28
@lprivileged
@sweetie_tweeter
@brianelogan
@jojanneke

Top Tweeters in G10:
@latimes
@swirlosquirrel
@syawal
@folucar
@tiredinor4now
@lacunalingua_3
@patentbuddy
@restoredemos
@abigailstern1
@539th


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