Coronavirus, Twitter, 1/10/2021 10:23:09 PM, 245373


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Coronavirus_2021-01-10_01-52-14.xlsx
Coronavirus_2021-01-10_01-52-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/38xHSYR
@rmr34
@nytimes
@reuters
@ap
@reutersjapan
@rakuseian
@cnn
@wsj
@magicdmw
@krcn_rs

Top hashtags:
#coronavirus
#covid19
#covid
#lockdown
#corona
#vaccine
#china
#covid_19
#publicacionesmippci
#breaking

Description:
Description
The graph represents a network of 9,979 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 January 2021 at 10:14 UTC.

The requested start date was Saturday, 09 January 2021 at 01:01 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, 3-minute period from Tuesday, 05 January 2021 at 13:50 UTC to Thursday, 07 January 2021 at 13:53 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 : 9979
Unique Edges : 4806
Edges With Duplicates : 12007
Total Edges : 16813
Number of Edge Types : 5
Retweet : 5482
MentionsInRetweet : 6093
Tweet : 3376
Replies to : 346
Mentions : 1516
Self-Loops : 3412
Reciprocated Vertex Pair Ratio : 0.00455314166775075
Reciprocated Edge Ratio : 0.00906500906500906
Connected Components : 3032
Single-Vertex Connected Components : 1126
Maximum Vertices in a Connected Component : 1362
Maximum Edges in a Connected Component : 2978
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.76514
Graph Density : 7.75531201211058E-05
Modularity : 0.536075
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 9,979 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 January 2021 at 10:14 UTC.

The requested start date was Saturday, 09 January 2021 at 01:01 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, 3-minute period from Tuesday, 05 January 2021 at 13:50 UTC to Thursday, 07 January 2021 at 13:53 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:
[103] https://jp.reuters.com/article/japan-coronavirus-hospital-idJPKCN21Y0FZ
[52] https://news.sky.com/story/covid-19-single-vaccine-dose-leads-to-greater-risk-from-new-coronavirus-variants-south-african-experts-warn-12180837
[49] https://www.nytimes.com/live/2021/01/07/world/covid-19-coronavirus
[38] https://elpais.com/sociedad/2020-12-12/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=IG_CM
[35] https://www.reuters.com/article/us-health-coronavirus-greece-epiphany-idUSKBN29B16C?taid=5ff5b219749b790001be0ceb&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[28] https://www.vozpopuli.com/sanidad/hospital-zendal-pacientes-coronavirus-madrid_0_1425758301.html
[23] https://www3.nhk.or.jp/news/special/coronavirus/data/
[19] https://www.reuters.com/article/us-health-coronavirus-malaysia-idUSKBN29C15C?taid=5ff7106dc9e53c00013d5f6e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://bbc.in/3bu9kJ5
[19] https://jp.reuters.com/article/health-coronavirus-usa-brady-idJPKBN29B0YU?taid=5ff5b585fae0630001b2394b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[7] https://news.sky.com/story/covid-19-single-vaccine-dose-leads-to-greater-risk-from-new-coronavirus-variants-south-african-experts-warn-12180837
[7] https://lavozdemipueblo.com/medico-da-medicina-natural-para-curar-covid-19-remedio-casero-coronavirus-favor-compartir/
[5] https://www.irs.gov/help/browser-update-recommendation
[3] https://www.zeit.de/wissen/gesundheit/2021-01/coronavirus-mutation-neue-variante-b117-grossbritannien-ansteckung-impfung
[3] https://nymag.com/intelligencer/article/coronavirus-lab-escape-theory.html
[3] https://www.cnn.com/2021/01/06/health/us-coronavirus-wednesday/index.html
[3] https://buenosairesnoduerme.com.ar/2021/01/06/la-provincia-de-buenos-aires-suma-5-419-casos-de-coronavirus-y-los-contagios-ascienden-a-698-763/
[3] https://www.thetimes.co.uk/article/biological-weapons-lab-leaked-coronavirus-claims-us-official-tfw829wxh
[3] https://reut.rs/3hLjIx5
[3] https://www.wionews.com/world/norway-investigating-death-of-two-people-who-received-pfizers-coronavirus-vaccine-354716

Top URLs in Tweet in G2:
[34] https://www.reuters.com/article/us-health-coronavirus-greece-epiphany-idUSKBN29B16C?taid=5ff5b219749b790001be0ceb&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[17] https://www.reuters.com/article/us-health-coronavirus-malaysia-idUSKBN29C15C?taid=5ff7106dc9e53c00013d5f6e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/us-health-coronavirus-who-australia-chin-idUSKBN29C0IA?taid=5ff6a81cc9e53c00013d5dcf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.express.co.uk/news/world/1380235/China-news-coronavirus-world-health-organisation-investigation-pandemic-origins-visas-ont
[4] https://www.reuters.com/article/us-health-coronavirus-britain-trace-idUSKBN29C1E8?taid=5ff70bc2224979000124d678&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-sweden-cases-idUSKBN29A1F4?taid=5ff4678be9b1eb0001a3ba4b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-vending-machine-te-idUSKBN29B1AY?taid=5ff5afb0749b790001be0ce1&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.express.co.uk/news/politics/1380410/boris-johnson-uk-vaccines-coronavirus-covid19-vaccination-rollout-eu-vaccines
[2] https://www.reuters.com/article/us-health-coronavirus-sumo-hakuho-idUSKBN29A0BI?taid=5ff4200c3ec0900001fa3883&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-vaccine-scams-idUSKBN29A19Z?taid=5ff45725e9b1eb0001a3ba05&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[40] https://news.sky.com/story/covid-19-single-vaccine-dose-leads-to-greater-risk-from-new-coronavirus-variants-south-african-experts-warn-12180837
[18] https://www.swr.de/swraktuell/rheinland-pfalz/mainz/coronavirus-krankenhaeuser-ingelheim-bingen-100.html
[3] https://www.dailymail.co.uk/news/article-8245313/Fury-endless-showreel-NHS-staff-dancing-fooling-coronavirus-crisis.html?ito=social-twitter_dailymailUK
[3] https://nymag.com/intelligencer/article/coronavirus-lab-escape-theory.html
[1] https://www.thetimes.co.uk/article/coronavirus-nhs-staff-flock-to-anti-vax-group-k8sq7q63w
[1] https://www.who.int/bulletin/online_first/BLT.20.265892.pdf
[1] https://www.swr.de/swraktuell/rheinland-pfalz/mainz/krankenhaus-ingelheim-schliesst-100.html
[1] http://ronpaulinstitute.org/archives/peace-and-prosperity/2021/january/06/coronavirus-vaccinations-seem-to-be-causing-50-times-the-adverse-events-of-flu-vaccinations-after-just-the-first-of-two-shots/?fbclid=IwAR1h7_4G0a-u1EtFyrYQvdYqjGFaGMIzRRcYHozzotdTVxoUIsuib8AFF_g
[1] https://www.dailymail.co.uk/news/article-9106461/Oxford-vaccine-arrives-UK-hospitals-batches-ready-use-Monday.html?ito=social-twitter_dailymailUK
[1] https://www.dailymail.co.uk/news/article-9121729/Struggling-pub-landlords-living-soup-coronavirus-crisis.html?ito=social-twitter_dailymailUK

Top URLs in Tweet in G4:
[44] https://www.nytimes.com/live/2021/01/07/world/covid-19-coronavirus
[1] https://www.washingtonpost.com/investigations/2020/11/01/michigan-kidnapping-plot-coronavirus-lockdown-whitmer/?arc404=true
[1] https://www.citizensforethics.org/reports-investigations/foia-requests/dr-paul-alexander-herd-immunity/
[1] https://www.citizensforethics.org/reports-investigations/crew-investigations/epa-destroys-water-quality-records-deceives-archivist/
[1] https://www.citizensforethics.org/reports-investigations/crew-investigations/ken-paxton-urged-mnuchin-to-revoke-cares-act-aid-given-to-texas-new-records-show/
[1] https://www.orlandosentinel.com/news/breaking-news/os-ne-daytona-covid-19-vaccination-distribution-at-capacity-20210105-rfyjvxkrsffzxe2khroajbjpvy-story.html

Top URLs in Tweet in G5:
[3] https://okdiario.com/andalucia/andalucia-registra-2-391-casos-coronavirus-24-horas-peor-dato-desde-noviembre-6662177?utm_term=Autofeed&utm_medium=social&utm_source=Twitter#Echobox=1609940445
[2] https://www.chicagotribune.com/coronavirus/ct-life-covid-health-care-workers-harassment-pandemic-tt-20210106-u5praqcvuveptp3xi2n2yo4wf4-story.html
[2] https://www.reuters.com/article/us-health-coronavirus-malaysia-idUSKBN29C15C?taid=5ff7106dc9e53c00013d5f6e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.abc10.com/article/news/health/coronavirus/vaccine/eu-approves-moderna-covid-19-vaccine/507-882117e1-abbe-4240-9722-1b68c84ef6bd?utm_campaign=snd-autopilot
[2] https://buff.ly/3rWKNC0
[2] https://www.vox.com/22213311/india-coronavirus-vaccine-covaxin-astrazeneca-approval
[2] https://www.cnn.com/videos/politics/2021/01/04/ron-desantis-florida-coronavirus-vaccine-flores-sot-vpx-tsr.cnn
[1] https://www.pnj.com/story/news/2021/01/06/desantis-doubles-down-opposition-local-covid-19-rules/6569945002/?for-guid=8bc1d580-81df-11ea-a0ab-0ef2e5908a09&utm_source=pnj-Daily%20Briefing&utm_medium=email&utm_campaign=daily_briefing&utm_term=list_article_thumb
[1] https://cnn.it/2LnO9xh
[1] https://cnn.it/3hGFp1f

Top URLs in Tweet in G6:
[4] https://www.dailymail.co.uk/news/article-9117839/Coronavirus-refuses-UKs-Covid-vaccine-dose-spacing.html
[2] https://twitter.com/i/broadcasts/1vAxRwRqjqVKl
[2] https://www.dailymail.co.uk/news/article-9088541/The-drug-gives-instant-immunity-coronavirus-UK-trials-new-antibody-therapy.html
[1] https://www.mirror.co.uk/news/politics/breaking-uk-30million-coronavirus-vaccine-22041407
[1] https://www.dailymail.co.uk/sciencetech/article-9118151/Coronavirus-infection-lead-long-term-cognitive-decline-Alzheimers.html?ito=social-twitter_mailonline
[1] https://awics.co.uk/blog-22nd-july-2020
[1] https://www.gov.uk/guidance/national-lockdown-stay-at-home
[1] https://www.gov.uk/coronavirus
[1] https://twitter.com/scarychildren/status/1347166586906546179
[1] https://www.thetimes.co.uk/article/coronavirus-nhs-staff-flock-to-anti-vax-group-k8sq7q63w

Top URLs in Tweet in G7:
[89] https://jp.reuters.com/article/japan-coronavirus-hospital-idJPKCN21Y0FZ
[2] https://www3.nhk.or.jp/news/special/coronavirus/data/
[2] https://newsdigest.jp/pages/coronavirus/
[1] https://www3.nhk.or.jp/news/special/coronavirus/data/pref/osaka.html
[1] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[1] https://toyokeizai.net/sp/visual/tko/covid19/
[1] https://twitter.com/113Word/status/1346793110915796992
[1] https://reut.rs/2Ln5Wo8
[1] https://ourworldindata.org/coronavirus-data-explorer?zoomToSelection=true&country=AUS~SGP~VNM~FJI~NZL~MDV~SAU~TWN~JPN®ion=World&casesMetric=true&interval=smoothed&hideControls=true&perCapita=true&smoothing=7&pickerMetric=tests_per_case&pickerSort=desc

Top URLs in Tweet in G9:
[6] https://www.ilsole24ore.com/art/coronavirus-oggi-oms-indaga-origini-virus-ma-senza-l-ok-pechino-ADZhRtBB?utm_medium=TWSole24Ore&utm_source=Twitter#Echobox=1609939583
[2] https://apnews.com/article/japan-yoshihide-suga-coronavirus-pandemic-tokyo-01e0916762eaa06d3d65510bcd271967?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[2] https://cnb.cx/399fAD8
[1] https://bit.ly/2Mxhe9Q
[1] https://bit.ly/391TLFB
[1] https://apnews.com/article/economy-archive-unemployment-coronavirus-pandemic-c230d911f7b5f80bd6cc50bc3291e92d?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/us-news-flagstaff-arizona-clinical-trials-coronavirus-pandemic-712d482a83cb49464745fca7f8b93692?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://apnews.com/article/joe-biden-georgia-health-coronavirus-pandemic-david-perdue-9732bcda605e4a015b0f60a865347ebb?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://apnews.com/article/pandemics-health-bangkok-coronavirus-pandemic-thailand-271d1865e30bba84955d52a12c412ced?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[1] https://apnews.com/article/beijing-democracy-hong-kong-coronavirus-pandemic-arrests-fae418f3ad1b0f8fd2642ea454ace4ee?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow

Top URLs in Tweet in G10:
[1] https://twitter.com/joshrogin/status/1346809146994286600
[1] https://www.washingtonpost.com/politics/perdue-ossoff-loeffler-warnock-georgia-senate/2021/01/05/7d7b5afe-4f5d-11eb-83e3-322644d82356_story.html
[1] https://uk.news.yahoo.com/china-denies-entry-world-health-111734560.html?guce_referrer&guccounter=2

Top Domains
Top Domains in Tweet in Entire Graph:
[312] reuters.com
[252] co.uk
[234] bit.ly
[171] twitter.com
[109] or.jp
[108] nytimes.com
[92] com.br
[81] gov.uk
[81] com.ar
[75] sky.com

Top Domains in Tweet in G1:
[60] twitter.com
[49] co.uk
[35] com.ar
[34] bit.ly
[21] com.br
[21] nytimes.com
[15] ift.tt
[15] cnn.com
[14] theguardian.com
[13] gov.uk

Top Domains in Tweet in G2:
[92] reuters.com
[17] co.uk
[7] bit.ly
[6] reut.rs
[4] or.jp
[4] bloomberg.com
[3] nyti.ms
[2] yahoo.com
[2] abcn.ws
[2] bbc.com

Top Domains in Tweet in G3:
[40] sky.com
[19] swr.de
[7] co.uk
[4] nymag.com
[2] nym.ag
[1] who.int
[1] ronpaulinstitute.org
[1] medium.com
[1] twitter.com
[1] thewallwillfall.org

Top Domains in Tweet in G4:
[44] nytimes.com
[3] citizensforethics.org
[1] washingtonpost.com
[1] orlandosentinel.com

Top Domains in Tweet in G5:
[14] cnn.it
[4] chicagotribune.com
[3] okdiario.com
[3] cnn.com
[2] usatoday.com
[2] reuters.com
[2] abc10.com
[2] buff.ly
[2] vox.com
[1] pnj.com

Top Domains in Tweet in G6:
[13] co.uk
[4] twitter.com
[3] gov.uk
[3] tes.com
[2] theguardian.com
[1] sky.com
[1] bylinetimes.com
[1] dw.com
[1] google.com
[1] order-order.com

Top Domains in Tweet in G7:
[89] reuters.com
[4] or.jp
[2] newsdigest.jp
[1] toyokeizai.net
[1] twitter.com
[1] reut.rs
[1] ourworldindata.org

Top Domains in Tweet in G9:
[9] apnews.com
[6] ilsole24ore.com
[2] bit.ly
[2] cnb.cx
[2] europa.eu
[1] sociabble.com
[1] foxnews.com
[1] inquirer.com
[1] buff.ly
[1] lecho.be

Top Domains in Tweet in G10:
[1] twitter.com
[1] washingtonpost.com
[1] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1092] coronavirus
[717] covid19
[65] covid
[60] lockdown
[54] corona
[45] vaccine
[44] china
[41] covid_19
[33] publicacionesmippci
[29] breaking



Top Hashtags in Tweet in G1:
[219] coronavirus
[112] covid19
[19] covid
[13] corona
[12] lockdown
[12] vaccine
[10] covid_19
[9] health
[8] usa
[8] china

Top Hashtags in Tweet in G2:
[3] afp
[2] breaking
[1] fraud
[1] bouncebackloan
[1] china
[1] covid19
[1] coronavirus
[1] who
[1] communistchina

Top Hashtags in Tweet in G3:
[4] coronavirus

Top Hashtags in Tweet in G5:
[7] coronavirus
[4] florida
[2] chaosatthecapitol
[1] huatulco

Top Hashtags in Tweet in G6:
[8] coronavirus
[3] lockdown
[2] thestage100
[1] blog
[1] austerity
[1] localgov
[1] ukhousing
[1] covidvaccine
[1] finalsolution
[1] covid19

Top Hashtags in Tweet in G9:
[8] covid19
[3] coronavirus
[2] vaccino
[2] portale
[2] governo
[2] vaccinareh24
[2] vaccini
[2] kashmir
[2] ue
[1] italia

Top Hashtags in Tweet in G10:
[11] coronavirus
[10] china
[10] covid19
[10] who
[10] communistchina
[1] ccp
[1] ccpchina
[1] buildbackbetter

Top Words
Top Words in Tweet in Entire Graph:
[3763] coronavirus
[1541] æ
[1227] ç
[1158] covid
[1076] #coronavirus
[1051] ãƒ
[873] 19
[850] ˆà
[716] #covid19
[586] šà

Top Words in Tweet in G1:
[536] coronavirus
[219] #coronavirus
[191] covid
[156] 19
[112] #covid19
[63] mã
[61] vaccine
[54] cases
[54] more
[52] casos

Top Words in Tweet in G2:
[119] reuters
[103] coronavirus
[87] covid
[56] cases
[43] china
[39] 19
[36] order
[36] us'
[34] law
[34] greek

Top Words in Tweet in G3:
[42] chinese
[41] sense
[40] wtf
[40] getting
[40] interesting
[40] proverb
[40] fatemperor
[23] mlevitt_np2013
[22] covid19
[21] seems

Top Words in Tweet in G4:
[79] 11
[79] imagine
[79] break
[79] actual
[79] capitol
[79] yesterday
[79] protest
[78] selectedwisdom
[78] alreadâ
[45] pandemic

Top Words in Tweet in G5:
[68] cnn
[64] coronavirus
[46] covid
[46] 19
[37] vaccine
[31] civil
[31] rights
[31] icons
[31] received
[31] encouraging

Top Words in Tweet in G6:
[37] coronavirus
[23] young
[23] nobody
[21] peterjukes
[21] indictment
[21] britain
[21] utterly
[21] discredited
[21] clown
[21] toby

Top Words in Tweet in G7:
[481] æ
[430] ç
[278] ÿã
[196] šæ
[189] åœ
[131] ϋ
[128] šã
[114] ÿæÿ
[96] ϊ
[89] 20å

Top Words in Tweet in G8:
[218] vc
[109] amiga
[109] estã
[109] raiva
[109] coronavirus
[109] continua
[109] vivendo
[109] ele
[109] nã
[109] existisse

Top Words in Tweet in G9:
[78] ap
[62] 000
[60] breaking
[60] virus
[59] jobless
[59] claims
[59] 787
[58] dip
[58] still
[58] high

Top Words in Tweet in G10:
[77] world
[76] doc_0
[72] everyone
[72] watching
[72] georgia
[72] masters
[72] busy
[72] making
[72] billionaires
[72] disappear

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[800] covid,19
[489] ãƒ,ãƒ
[230] æ,ÿæÿ
[196] ˆà,ªà
[189] šà,šà
[188] šà,ˆà
[187] contra,coronavirus
[183] ªà,ˆà
[180] ç,ç
[160] coronavã,rus

Top Word Pairs in Tweet in G1:
[143] covid,19
[33] coronavã,rus
[31] #covid19,#coronavirus
[25] contra,coronavirus
[25] î,î
[22] coronavirus,vaccine
[17] #coronavirus,#covid19
[17] coronavirus,cases
[17] casos,coronavirus
[15] àµ,àµ

Top Word Pairs in Tweet in G2:
[39] covid,19
[34] law,order
[34] order,us'
[34] us',greek
[34] greek,christians
[34] christians,defy
[34] defy,covid
[34] covid,ban
[34] ban,epiphany
[34] epiphany,services

Top Word Pairs in Tweet in G3:
[40] wtf,getting
[40] getting,interesting
[40] interesting,chinese
[40] chinese,proverb
[40] proverb,sense
[39] fatemperor,wtf
[21] seems,europe
[21] europe,reaction
[21] reaction,covid19
[21] covid19,longer

Top Word Pairs in Tweet in G4:
[79] 11,imagine
[79] imagine,break
[79] break,actual
[79] actual,capitol
[79] capitol,yesterday
[79] yesterday,protest
[78] selectedwisdom,11
[78] protest,alreadâ
[44] return,regularly
[44] regularly,scheduled

Top Word Pairs in Tweet in G5:
[45] covid,19
[33] 19,vaccine
[31] civil,rights
[31] rights,icons
[31] icons,received
[31] received,covid
[31] vaccine,encouraging
[31] encouraging,black
[31] black,america
[31] america,same

Top Word Pairs in Tweet in G6:
[21] indictment,britain
[21] britain,utterly
[21] utterly,discredited
[21] discredited,clown
[21] clown,toby
[21] toby,young
[21] young,remain
[21] remain,major
[21] major,media
[21] media,figure

Top Word Pairs in Tweet in G7:
[114] æ,ÿæÿ
[96] ÿã,æ
[92] ç,šã
[91] ç,ç
[90] ç,šæ
[89] 20å,æ
[89] ÿæÿ,ç
[89] ç,庚ã
[89] 庚ã,9060庚â
[89] 9060庚â,1869庚ã

Top Word Pairs in Tweet in G8:
[109] amiga,vc
[109] vc,estã
[109] estã,raiva
[109] raiva,coronavirus
[109] coronavirus,vc
[109] vc,continua
[109] continua,vivendo
[109] vivendo,ele
[109] ele,nã
[109] nã,existisse

Top Word Pairs in Tweet in G9:
[59] jobless,claims
[59] 787,000
[58] breaking,jobless
[58] claims,dip
[58] dip,still
[58] still,high
[58] high,787
[58] 000,layoffs
[58] layoffs,remain
[58] remain,elevated

Top Word Pairs in Tweet in G10:
[72] everyone,watching
[72] watching,georgia
[72] georgia,masters
[72] masters,world
[72] world,busy
[72] busy,making
[72] making,billionaires
[72] billionaires,disappear
[72] disappear,blocking
[71] doc_0,everyone

Top Replied-To
Top Replied-To in Entire Graph:
@hansbadvi
@henriquemeyer
@chinadaily
@miguelnicolelis
@bbcnews
@clarkemicah
@coronavirus
@chorleyfc
@incytometry
@nygovcuomo

Top Replied-To in G1:

Top Replied-To in G3:
@glassonionm10
@maizydaizyzzzz
@lperrins
@rebecca_morgan
@nickhudsonct
@ayjchan
@theconwom
@nick_pye
@mlevitt_np2013

Top Replied-To in G5:
@govrondesantis

Top Replied-To in G6:
@borisjohnson
@artbookreviews
@shehabkhan
@bylinetimes

Top Mentioned
Top Mentioned in Entire Graph:
@reuters
@marinapovoa_
@nytimes
@kaz_fukuyama
@ap
@teeratr
@selectedwisdom
@doc_0
@cnn
@mippcivzla

Top Mentioned in G1:
@cbnrp
@lavozdelpueblo
@redmivoz
@drpetra
@the_fogeys
@elimparcialcom
@laprovinciabsas
@fr_hossain

Top Mentioned in G2:
@reuters
@afp
@nbcnews
@nytimesworld
@daily_express
@msnbc
@abc
@nhkworld_news
@afpfr
@repagonzalez

Top Mentioned in G3:
@fatemperor
@mlevitt_np2013
@shomburg
@sharrrr14
@nene1111
@glassonionm10
@dailymailuk
@nymag
@nicholsonbaker8
@alexberenson

Top Mentioned in G4:
@selectedwisdom
@timothynoah1
@crewcrew
@dwuhlfelderlaw
@ap
@nytimes

Top Mentioned in G5:
@cnn
@shailadewan
@usatoday
@govrondesantis
@chicagotribune
@rosaflores
@craigtimes
@reuters
@annette_taddeo
@okdiario

Top Mentioned in G6:
@peterjukes
@borisjohnson
@angelarayner
@mailonline
@houseofcommons
@conservatives
@bylinetimes
@doctor_oxford
@charleswalkermp
@rishisunak

Top Mentioned in G7:
@kaz_fukuyama
@masaru_kaneko
@gigir
@koichi_kawakami

Top Mentioned in G8:
@marinapovoa_

Top Mentioned in G9:
@ap
@moderna_tx
@sole24ore
@ema_news
@wireditalia
@davidbroderdo
@repmgs
@wsj
@cnbc
@milafiordalisi

Top Mentioned in G10:
@doc_0
@gordongchang
@joshrogin
@ninnyd101
@ossof
@repdarrensoto
@styx666official

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@hernanporrasm
@dolartoday
@odio_nao
@rk70534
@manchan_sub_acc
@globovision
@blabalade

Top Tweeters in G1:
@elnacionalweb
@hernanporrasm
@globovision
@diariocontraste
@rachel_mcrea
@elaragueno
@cnnnews18
@pairsonnalitesn
@cdn37
@southernrailuk

Top Tweeters in G2:
@daily_express
@fusasippona
@business
@reuters
@dcexaminer
@afpfr
@geanalyst
@feinberg_linda
@abc
@carlsl

Top Tweeters in G3:
@jackhutton
@dailymailuk
@cllrbsilvester
@annbank41695841
@cromwellstuff
@nymag
@drehorgel123
@55massey
@js100js100
@aehcat

Top Tweeters in G4:
@russelltim151
@reagancbrown
@amb0306
@reggiebub
@lyndsayfarlow
@avonan
@sandykalano
@torirob11
@lonestarmomcom
@orchidlady303

Top Tweeters in G5:
@janiecestaton
@igallupd
@ikateufel
@independent_ie
@njmike731
@queenofthewilis
@jwomack
@usatoday
@cnn
@mdaware

Top Tweeters in G6:
@sandradunn1955
@tartancobweb
@christinejameis
@aceso84
@carolehope2
@mailonline
@dwnews
@kingsmeadmrt
@peterjukes
@liarpoliticians

Top Tweeters in G7:
@buhikun
@ghettoorgan
@hinata444
@churakazumi
@pukuchan2660
@mitakano_qsan
@leonmama358
@00omottomo00
@questions_67_68
@bouhitonnnn

Top Tweeters in G8:
@godoysworld
@__thayyy
@geisedojustin
@frrcarine
@paulacrstna
@fabiusfahb
@lizacrespa
@thisjana
@accountroye
@myeonzinho

Top Tweeters in G9:
@robre62
@garden4u_wa
@miamoralia
@cnbc
@robertorenga
@nakesha_horsey
@thesydneya
@ap
@giuliog
@sweetest_taboo_

Top Tweeters in G10:
@blackirishi
@vito4224
@dreamweaver61
@jeffrey52095461
@sally8229650811
@corygroshek
@ollyollyinfree
@valwayne
@terry_jim
@johnnyjesus


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