COVID, Twitter, 1/18/2021 8:55:30 PM, 245923


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COVID_2021-01-18_01-04-41.xlsx
COVID_2021-01-18_01-04-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2021
Short Description:
COVID via NodeXL https://bit.ly/38V8mUk
@joe_luca2003
@joebiden
@lopezobrador_
@doc_ocp
@kamalaharris
@joncoopertweets
@mthinking2
@rivapa
@ricardoalemanmx
@wsj

Top hashtags:
#covid19
#covid
#covid_19
#graciasrusia
#coronavirus
#14ene
#covid_19mx
#edoméx

Description:
Description
The graph represents a network of 12,343 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 January 2021 at 09:22 UTC.

The requested start date was Monday, 18 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 3-day, 0-hour, 0-minute period from Thursday, 14 January 2021 at 13:46 UTC to Sunday, 17 January 2021 at 13:47 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 : 12343
Unique Edges : 7113
Edges With Duplicates : 11926
Total Edges : 19039
Number of Edge Types : 5
Retweet : 5463
MentionsInRetweet : 6482
Tweet : 3600
Replies to : 896
Mentions : 2598
Self-Loops : 3636
Reciprocated Vertex Pair Ratio : 0.00406885758998435
Reciprocated Edge Ratio : 0.00810473815461347
Connected Components : 3903
Single-Vertex Connected Components : 1011
Maximum Vertices in a Connected Component : 686
Maximum Edges in a Connected Component : 1520
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.43935
Graph Density : 6.31755953462903E-05
Modularity : 0.585189
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 12,343 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 January 2021 at 09:22 UTC.

The requested start date was Monday, 18 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 3-day, 0-hour, 0-minute period from Thursday, 14 January 2021 at 13:46 UTC to Sunday, 17 January 2021 at 13:47 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 : COVID
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:
[14] https://www.reuters.com/article/uk-health-coronavirus-pfizer-idUKKBN29K1HW?taid=60019c651a90330001f1aada&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://jp.sputniknews.com/covid-19/202101148080098/
[12] https://www.cnn.com/2021/01/14/politics/andy-slavitt-biden-covid-team/index.html
[11] http://www.granma.cu/cuba-covid-19/2021-01-14/otra-soberana-respuesta-de-cuba-al-bloqueo-y-a-la-pandemia-14-01-2021-00-01-13
[11] https://www.newsweek.com/covid-lockdowns-have-no-clear-benefit-vs-other-voluntary-measures-international-study-shows-1561656?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1610642799
[9] https://www.theepochtimes.com/55-people-died-in-us-after-receiving-covid-19-vaccines-reporting-system_3659152.html
[9] https://news.sky.com/story/covid-19-more-than-half-of-over-80s-have-received-vaccine-as-140-jabs-given-a-minute-12190563
[9] https://www.theneweuropean.co.uk/brexit-news/the-governments-failure-over-covid-6897992
[8] https://www.state.gov/fact-sheet-activity-at-the-wuhan-institute-of-virology/
[8] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-hashimoto-2

Top URLs in Tweet in G1:
[4] https://www.baenegocios.com/mundo/Otra-vacuna-contra-el-covid-19-comenzara-a-aplicarse-en-Rusia-en-marzo-20210117-0032.html
[3] https://www.instagram.com/accounts/login/
[3] https://www.bbc.co.uk/news/business-55661702
[3] https://www.bbc.co.uk/news/health-55676637
[3] https://news.met.police.uk/news/the-met-urges-londoners-to-stick-to-the-rules-in-order-to-save-lives-418998
[2] https://www.nbcnews.com/news/nbcblk/he-unknowingly-had-covid-19-now-his-blood-contains-rare-n1254232
[2] https://www.onefootdown.com/2021/1/13/22228421/what-made-you-the-maddest-about-notre-dames-2020-football-season-covid-19-irish-football-playoff-nd?utm_campaign=onefootdown&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://hb.afl.rakuten.co.jp/ichiba/1e75c6e7.b0412c7b.1e75c6e8.9dda06fb/?pc=https%3A%2F%2Fitem.rakuten.co.jp%2Fauc-tansera%2Fa158001%2F&scid=we_twt_upc1635&surlid=7904&surldt=20210115001455
[2] https://www.catholicnewsworld.com/2021/01/rip-cardinal-eusebio-oscar-scheid-death.html
[2] https://www.theguardian.com/business/2021/jan/15/how-many-more-lockdowns-bosses-on-covid-double-dip-recession-uk?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[6] https://www.vtv.gob.ve/rusia-con-casi-tres-millones-recuperados-covid-19/
[6] http://www.minci.gob.ve/expresidente-evo-morales-ayma-dio-positivo-al-covid-19/
[4] http://www.avn.info.ve/node/494607
[3] https://www.vtv.gob.ve/covid-19-dia-306-casos-1501202/
[3] https://www.vtv.gob.ve/venezuela-reconoce-lucha-covid19-brigada-cubana/
[2] https://www.vtv.gob.ve/espana-descarta-confinamiento-domiciliario-covid-19/
[2] https://www.vtv.gob.ve/francia-toque-de-queda-ampliado-frente-covid-19/
[2] https://www.vtv.gob.ve/covid-19-dia-304-casos-1301202/
[2] https://www.vtv.gob.ve/covid-19-dia-307-casos-16012021/
[2] https://bit.ly/3nKSc3U

Top URLs in Tweet in G3:
[2] https://onlinelibrary.wiley.com/doi/10.1111/eci.13484?cookieSet=1
[2] https://www.theguardian.com/commentisfree/2021/jan/17/id-love-to-ignore-covid-sceptics-and-their-tall-tales-but-they-make-a-splash-and-have-no-shame
[1] https://www.independent.co.uk/news/world/americas/coronavirus-argentina-fishermen-trawler-ushuaia-covid-19-echizen-maru-a9621716.html
[1] https://twitter.com/skynews/status/1350054134746140675
[1] https://twitter.com/neildotobrien/status/1350727232780701699
[1] https://twitter.com/samfr/status/1349711728725123074
[1] https://inproportion2.talkigy.com/us_regions_climate_covid_6sep.html
[1] https://twitter.com/cooljamm55/status/1350227566125309952?s=19
[1] https://twitter.com/CromwellStuff/status/1350793298915549190
[1] https://www.express.co.uk/news/world/1384728/Covid-vaccine-latest-side-effects-Pfizer-jab-23-dead-Norway-coronavirus-update

Top URLs in Tweet in G4:
[1] https://www.inquirer.com/opinion/editorials/mlk-day-service-2000-checks-covid-relief-20210117.html

Top URLs in Tweet in G5:
[11] https://www.cnn.com/2021/01/14/politics/andy-slavitt-biden-covid-team/index.html
[2] https://www.theguardian.com/world/2021/jan/14/brazil-manaus-amazonas-covid-coronavirus
[2] https://www.independent.co.uk/news/uk/politics/covid-vaccine-dominic-raab-coronavirus-b1788498.html
[2] https://boston.cbslocal.com/2021/01/13/conan-harris-ayanna-pressley-husband-tests-positive-for-covid-19-capitol/
[1] https://healthcare.gov/
[1] https://www.cnn.com/2021/01/14/health/covid-immunity-antibodies-intl/index.html
[1] https://www.reuters.com/article/us-health-coronavirus-brazil/amazon-city-resorts-to-mass-graves-as-brazil-covid-19-deaths-soar-idUSKBN22B35Z
[1] https://www.independent.co.uk/news/world/americas/us-politics/capitol-riot-covid-tim-gionet-trump-white-supremacist-b1784316.html
[1] https://twitter.com/drericding/status/1350612168211910663
[1] https://www.thetimes.co.uk/article/dr-rachel-clarkes-covid-ward-journal-the-air-reeks-of-invisible-danger-kncmwv9bx

Top URLs in Tweet in G6:
[2] http://www.narendramodi.in/pm-modi-launches-pan-india-rollout-of-covid-19-vaccination-drive
[1] https://www.wsj.com/articles/india-tests-vaccine-superpowers-with-covid-19-inoculation-drive-11610884587?st=p5xs3d5miinghu6&reflink=share_mobilewebshare
[1] https://twitter.com/IndiaInKyrgyz/status/1350675673367642112
[1] https://zeenews.india.com/hindi/zee-hindustan/national/prime-minister-narendra-modi-launches-nation-wide-vaccination-drive-against-covid-19-via-video-conference/829136
[1] https://twitter.com/vivekagnihotri/status/1350669821118017537
[1] https://zeenews.india.com/hindi/india/covid-19-vaccine-supply-to-nepal-by-india-soon-latest-update-in-hindi/829908
[1] https://www.pscp.tv/w/1kvKpopzkgVxE
[1] https://www.pib.gov.in/PressReleasePage.aspx?PRID=1688607

Top URLs in Tweet in G7:
[2] https://trib.al/xuRqQ08
[2] https://www.wsj.com/articles/europes-schools-are-closing-again-on-concerns-they-spread-covid-19-11610805601?reflink=share_mobilewebshare
[2] https://trib.al/SBSzbhF
[2] https://www.theguardian.com/world/2021/jan/15/us-covid-january-bleak-vaccination-rollout-falters?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1610705101
[2] https://www.wsj.com/articles/the-covid-19-death-toll-is-even-worse-than-it-looks-11610636840?mod=hp_lead_pos5
[1] https://www.newstatesman.com/politics/health/2021/01/how-uk-s-covid-19-vaccination-programme-failing-address-racial-disparities
[1] https://www.thetimes.co.uk/article/car-giants-slam-brakes-on-output-amid-parts-chaos-nkmt7zzs6?shareToken=44c07ef5cfc3add7a8e3787a33deea79
[1] https://www.wsj.com/articles/covid-19-pandemics-impact-on-business-travel-hitting-local-economies-11610879401?reflink=desktopwebshare_twitter
[1] https://on.wsj.com/3bQWJzB
[1] https://twitter.com/dredgarbarragan/status/1350535113709400064

Top URLs in Tweet in G8:
[4] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html
[3] https://trib.al/wvwGPVD
[2] https://trib.al/7DoMf1h
[2] https://torontosun.com/news/local-news/entire-plane-affected-by-covid-days-after-canada-implements-negative-test-requirement
[2] https://www.ctvnews.ca/health/coronavirus/covid-19-infection-grants-immunity-for-five-months-u-k-study-suggests-1.5266475?taid=60004ae34156da00013ed124&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.soundnlight.in/indian-american-owned-company-in-california-donates-over-6-5-million-masks-across-america/
[2] https://www.soundnlight.in/canadian-cities-lead-the-way-in-the-fight-against-climate-change/
[1] https://www.pscp.tv/w/cs-E0DFXZ0tnR3lERERLdlB8MU1uR25seVJlUk94Tz1032ddAN_mfinWtP-CAxyy_FlsT2-MvV_pyr4v0t67
[1] https://fb.me/e/4HFtS8bHx
[1] https://www.cnbc.com/2021/01/15/biden-to-deploy-fema-national-guard-to-set-up-covid-vaccine-clinics-across-the-us.html

Top URLs in Tweet in G9:
[4] https://www.theguardian.com/media/2021/jan/14/daily-telegraph-rebuked-over-toby-youngs-herd-immunity-covid-column
[2] https://www.theguardian.com/world/2021/jan/14/regulator-refuses-to-approve-mass-covid-testing-schools-in-england
[1] https://twitter.com/NHSEngland/status/1349655454511726594
[1] https://www.bbc.co.uk/news/uk-england-kent-55636890
[1] https://ourworldindata.org/grapher/covid-vaccination-doses-per-capita?tab=chart&stackMode=absolute&time=earliest..latest&country=Scotland~GBR~England~Wales~Northern%20Ireland®ion=World
[1] https://twitter.com/DefenceHQ/status/1350457938746478594
[1] https://www.lbc.co.uk/news/nhs-staff-protest-outside-downing-street-during-clap-for-heroes/
[1] https://l-bc.co/2Kctxrx
[1] https://twitter.com/HarryFarls/status/1349988416314863617
[1] https://www.bbc.co.uk/news/uk-55666407

Top URLs in Tweet in G10:
[5] https://lopezdoriga.com/nacional/regidora-por-morena-en-acapulco-presume-que-ya-se-vacuno-contra-covid-19/
[2] https://www.pscp.tv/w/cquOB3R3LTExMzg1OTI1NDI3NDI3MTIzMjV8MU93eFdWbVltd3FKUWioNQU4BaW5O-GBouFJ8uyN_cdvXOkPcxoIegnpb5f6
[2] https://lopezdoriga.com/internacional/conducta-humana-es-la-responsable-en-el-aumento-de-los-casos-de-covid-19-afirma-oms/
[2] https://lopezdoriga.com/nacional/sigue-imparable-la-pandemia-mas-de-mil-decesos-y-mas-de-20-mil-nuevos-contagios-en-los-ultimos-9-dias-mas-de-10-mil-muertes/
[2] https://latinus.us/2021/01/16/hospitalizan-norberto-rivera-covid/
[2] https://www.youtube.com/watch?v=C3b8kjF-EcM&feature=youtu.be

[1] https://lopezdoriga.com/vida-y-estilo/salud/infeccion-de-covid-19-proporciona-inmunidad-durante-al-menos-cinco-meses/
[1] https://lopezdoriga.com/internacional/solo-seis-personas-han-tenido-reacciones-alergicas-por-la-vacuna-contra-el-covid-19-en-ee-uu/
[1] https://lopezdoriga.com/vida-y-estilo/expertos-concluyen-que-infeccion-por-covid-19-inmuniza-hasta-9-meses-y-protege-de-reinfeccion/
[1] https://lopezdoriga.com/internacional/reino-unido-descubre-una-segunda-variante-aun-mas-contagiosa-del-virus/

Top Domains
Top Domains in Tweet in Entire Graph:
[359] twitter.com
[147] co.uk
[81] com.br
[81] theguardian.com
[46] bit.ly
[39] gob.ve
[34] trib.al
[30] youtube.com
[29] reuters.com
[27] google.com

Top Domains in Tweet in G1:
[114] twitter.com
[25] co.uk
[18] com.br
[12] youtube.com
[11] theguardian.com
[8] cbc.ca
[8] google.com
[7] nbcnews.com
[6] lemonde.fr
[6] com.ar

Top Domains in Tweet in G2:
[35] gob.ve
[7] info.ve
[5] bit.ly
[4] mazo4f.com
[2] twitter.com
[1] org.ve

Top Domains in Tweet in G3:
[6] theguardian.com
[5] twitter.com
[4] cnn.it
[3] co.uk
[2] wiley.com
[2] bit.ly
[2] threadreaderapp.com
[1] talkigy.com
[1] trib.al
[1] net.au

Top Domains in Tweet in G4:
[1] inquirer.com

Top Domains in Tweet in G5:
[12] cnn.com
[4] co.uk
[2] theguardian.com
[2] cbslocal.com
[2] heraldscotland.com
[1] healthcare.gov
[1] reuters.com
[1] twitter.com
[1] is.gd
[1] apple.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] india.com
[2] narendramodi.in
[1] wsj.com
[1] pscp.tv
[1] gov.in

Top Domains in Tweet in G7:
[11] wsj.com
[4] trib.al
[2] theguardian.com
[1] newstatesman.com
[1] co.uk
[1] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[5] trib.al
[5] canada.ca
[4] twitter.com
[4] soundnlight.in
[3] msnbc.com
[2] torontosun.com
[2] ctvnews.ca
[1] pscp.tv
[1] fb.me
[1] cnbc.com

Top Domains in Tweet in G9:
[9] twitter.com
[8] theguardian.com
[3] co.uk
[1] ourworldindata.org
[1] l-bc.co
[1] bylinetimes.com
[1] unian.info

Top Domains in Tweet in G10:
[17] lopezdoriga.com
[6] youtube.com
[5] bit.ly
[3] latinus.us
[3] reforma.com
[2] pscp.tv
[1] solyucatan.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[254] covid19
[250] covid
[113] covid_19
[86] graciasrusia
[58] coronavirus
[47] 14ene
[44] covid_19mx
[31] edoméx
[26] anjuntoalpueblo
[20] leyantibloqueoporlapaz



Top Hashtags in Tweet in G1:
[49] covid
[36] covid19
[18] coronavirus
[7] covid_19
[7] bwhi
[7] bwhiequity
[7] protectblackwomenshealth
[7] bwhipolicy
[7] healthequity
[7] protectblackwomen

Top Hashtags in Tweet in G2:
[79] graciasrusia
[43] 14ene
[20] anjuntoalpueblo
[18] leyantibloqueoporlapaz
[16] notimippci
[8] maestrosdelapatria
[8] gobierno
[7] envideo
[7] covid_19
[6] corpivensa

Top Hashtags in Tweet in G3:
[1] forgottenvictims

Top Hashtags in Tweet in G5:
[24] covid19
[17] climatestrikeonline
[4] peru
[1] sarscov2
[1] fridaysforfuture
[1] flattenthecurve
[1] facetheclimateemergency
[1] npr
[1] covid

Top Hashtags in Tweet in G6:
[8] largestvaccinedrive
[6] covid
[4] airforceagerelaxation
[4] airforce_age_relaxation
[3] indonepal
[3] coronavaccine
[3] गुजरात_आरोग्य_महासंघ_ग्रेडपे_लडत
[2] covid_19
[2] we4vaccine
[2] covidwarriors

Top Hashtags in Tweet in G7:
[4] covid
[2] bengaluru
[2] congestion
[1] andresincanallín
[1] amlomiente
[1] amlocorrupto
[1] lopezenfermomental
[1] amloenfermomental
[1] amlodementesenil
[1] loslopezsonpeores

Top Hashtags in Tweet in G8:
[4] covid19
[4] goc
[4] coronavirus
[3] onpoli
[3] covid
[2] abpoli
[2] ableg
[2] paidsickdays
[2] csr
[2] climatechange

Top Hashtags in Tweet in G9:
[5] covid
[2] vaccine
[1] tests
[1] vaccines
[1] bbcnewsone
[1] uk
[1] spring
[1] newyear
[1] colourful

Top Hashtags in Tweet in G10:
[34] covid_19mx
[24] edoméx
[7] edoméxensemáfororojo
[4] niunvotoamorena
[4] covid19
[4] coronavirus
[4] latinus
[4] informaciónparati
[3] regístrategratis
[2] covid

Top Words
Top Words in Tweet in Entire Graph:
[8079] covid
[3065] 19
[642] vaccine
[610] people
[562] contra
[459] não
[399] one
[337] more
[286] em
[272] uk

Top Words in Tweet in G1:
[932] covid
[392] 19
[81] vaccine
[51] contra
[49] #covid
[46] people
[44] more
[42] não
[36] #covid19
[33] em

Top Words in Tweet in G2:
[157] covid
[153] 19
[85] contra
[79] #graciasrusia
[75] vacuna
[66] día
[65] minsaludve
[60] sputnik
[51] uso
[49] segura

Top Words in Tweet in G3:
[131] covid
[50] neildotobrien
[43] 19
[41] deaths
[38] toadmeister
[37] uk
[36] juliahb1
[36] sceptic
[34] chief
[33] tragically

Top Words in Tweet in G4:
[137] b20e
[125] seattlepd
[120] one
[119] nurse
[119] seattle
[119] last
[119] night
[119] officers
[119] came
[119] obtain

Top Words in Tweet in G5:
[107] covid
[56] worse
[48] drericding
[41] lung
[30] aslavitt
[25] terrible
[24] lungs
[24] look
[24] #covid19
[22] smoker

Top Words in Tweet in G6:
[50] covid
[49] क
[33] narendramodi
[25] 19
[24] र
[22] न
[21] स
[19] vaccination
[18] india
[16] during

Top Words in Tweet in G7:
[119] covid
[91] dead
[53] 000
[52] people
[47] stephenking
[47] trump
[45] capital
[45] riot
[45] terrible
[45] lit

Top Words in Tweet in G8:
[81] covid
[51] 19
[29] science
[29] behind
[27] joebiden
[25] president
[23] people
[22] elect
[18] kamalaharris
[16] climate

Top Words in Tweet in G9:
[51] covid
[16] people
[15] vaccine
[15] over
[14] borisjohnson
[13] 19
[12] bbcnews
[9] matthancock
[8] doctor
[8] injections

Top Words in Tweet in G10:
[65] covid
[45] 19
[34] #covid_19mx
[27] lopezdoriga
[24] #edoméx
[23] reporte
[21] alfredodelmazo
[19] contra
[17] contagios
[15] personas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2990] covid,19
[453] contra,covid
[216] covid,vaccine
[181] tratamento,precoce
[176] 19,vaccine
[148] last,night
[119] nurse,seattle
[119] seattle,last
[119] night,seattlepd
[119] seattlepd,officers

Top Word Pairs in Tweet in G1:
[383] covid,19
[35] contra,covid
[34] 19,vaccine
[23] covid,vaccine
[9] vaksin,covid
[9] due,covid
[8] vacuna,covid
[8] casos,covid
[8] during,covid
[8] anti,covid

Top Word Pairs in Tweet in G2:
[153] covid,19
[79] contra,covid
[49] uso,sputnik
[49] sputnik,vacuna
[49] vacuna,segura
[47] minsaludve,aprobó
[47] aprobó,uso
[46] segura,eficaz
[44] lucha,contra
[42] #graciasrusia,minsaludve

Top Word Pairs in Tweet in G3:
[43] covid,19
[36] covid,sceptic
[33] uk,tragically
[33] tragically,hits
[33] hits,record
[33] record,number
[33] number,covid
[33] 19,deaths
[33] deaths,covid
[32] sceptic,chief

Top Word Pairs in Tweet in G4:
[119] nurse,seattle
[119] seattle,last
[119] last,night
[119] night,seattlepd
[119] seattlepd,officers
[119] officers,came
[119] came,obtain
[119] obtain,statement
[119] statement,assault
[119] assault,patient

Top Word Pairs in Tweet in G5:
[22] covid,lungs
[22] lungs,look
[22] look,worse
[22] worse,type
[22] type,terrible
[22] covid,19
[20] psssst,pass
[20] pass,covid
[20] covid,lung
[20] lung,worse

Top Word Pairs in Tweet in G6:
[23] covid,19
[13] think,narendramodi
[13] narendramodi,wasn
[13] wasn,leading
[13] leading,country
[13] following,threats
[13] threats,happened
[12] country,during
[12] during,following
[12] 19,vaccination

Top Word Pairs in Tweet in G7:
[45] people,dead
[45] dead,capital
[45] capital,riot
[45] riot,terrible
[45] terrible,trump
[45] trump,lit
[45] lit,fuse
[45] fuse,400
[45] 400,000
[45] 000,americans

Top Word Pairs in Tweet in G8:
[48] covid,19
[27] science,behind
[22] president,elect
[15] climate,change
[14] behind,covid
[13] behind,climate
[13] change,hoax
[13] hoax,science
[13] 19,partisan
[13] partisan,president

Top Word Pairs in Tweet in G9:
[13] covid,19
[9] covid,vaccine
[7] toby,young's
[6] bbcnews,seen
[6] seen,lay
[6] lay,people
[6] people,being
[6] being,trained
[6] trained,give
[6] give,covid

Top Word Pairs in Tweet in G10:
[37] covid,19
[23] reporte,#covid_19mx
[23] #covid_19mx,#edoméx
[17] alfredodelmazo,reporte
[17] contra,covid
[8] responsable,aumento
[8] aumento,contagios
[8] contagios,covd
[8] covd,19
[8] 19,mundo

Top Replied-To
Top Replied-To in Entire Graph:
@pulte
@mippcivzla
@fact_covid
@twittersafety
@neildotobrien
@mask_passenger
@borisjohnson
@jouberth19
@govrondesantis
@juliahb1

Top Replied-To in G2:
@mippcivzla
@minsaludve
@nicolasmaduro
@taniapsuv

Top Replied-To in G3:
@neildotobrien
@juliahb1
@long_tailed_tit
@kirstiemallsopp
@talkradio
@cnn
@shawmaths
@ronangerety
@fox_claire
@ali79596850

Top Replied-To in G4:
@b20e
@speakingofeve
@seattlepd
@arkmzu

Top Replied-To in G5:
@adburgerbar
@miguelmontevist
@ktcollopy

Top Replied-To in G6:
@iaf_mcc
@prodef_blr
@sonusood
@fablefy
@blaz0bozovic
@piyushgoyaloffc
@apurvabarot26
@drharshvardhan
@gmnwrailway
@railminindia

Top Replied-To in G7:
@wsj
@washingtonpost
@guardiannews
@lopezobrador_

Top Replied-To in G8:
@kamalaharris
@markhollandlib
@celliottability
@fordnation
@joebiden
@ahmermkhan

Top Replied-To in G9:
@fact_covid
@borisjohnson
@bbcnews
@matthancock
@roadsidemum
@dcr70604517
@jamboaldo
@charleyalexan16
@terry_settle
@the78style

Top Replied-To in G10:
@a_ausdenruthen

Top Mentioned
Top Mentioned in Entire Graph:
@b20e
@seattlepd
@zekley
@drdavidsamadi
@minsaludve
@drericding
@stephenking
@neildotobrien
@vtvcanal8
@mippcivzla

Top Mentioned in G1:
@sergiofimbres
@alaghbarey1
@barbarabcgobb
@onefootdown
@sgilsantiago
@craigbrownphd
@lechiendechaine
@chiizu2009
@yenerazo
@ianmcleankw

Top Mentioned in G2:
@minsaludve
@vtvcanal8
@mippcivzla
@nicolasmaduro
@conciliaflores
@erikapsuv
@luis_villegasr
@presidencialve
@luchaalmada
@alba_tv

Top Mentioned in G3:
@neildotobrien
@toadmeister
@juliahb1
@lozzafox
@cnn
@talkradio
@clarecraigpath
@kirstiemallsopp
@stat_o_guy
@realjoelsmalley

Top Mentioned in G4:
@b20e
@seattlepd
@joncoopertweets
@suestroud
@abgutman
@jw4hillary

Top Mentioned in G5:
@drericding
@aslavitt
@gretathunberg
@doctor_oxford
@andrewmarr9
@ouhospitals
@khhosp
@liamyoung
@pickardje
@ayannapressley

Top Mentioned in G6:
@narendramodi
@vivekagnihotri
@pmoindia
@bjp4india
@adgpi
@iaf_mcc
@spokespersonmod
@rajnathsingh
@nbirensingh
@meaindia

Top Mentioned in G7:
@stephenking
@stevehofstetter
@davidluhnow
@wsj
@alandrummond2
@lopezobrador_
@paullewismoney
@washingtonpost
@speakervos
@senfitzgerald

Top Mentioned in G8:
@joebiden
@kamalaharris
@fordnation
@joe
@justintrudeau
@msnbc
@bideninaugural
@cpho_canada
@nygovcuomo
@jkenney

Top Mentioned in G9:
@borisjohnson
@bbcnews
@matthancock
@g7
@lbc
@doctorangry
@nhsengland
@mrjamesob
@nhsuk
@sima_kotecha

Top Mentioned in G10:
@lopezdoriga
@alfredodelmazo
@doctormacias
@youtube
@hlgatell
@reforma
@martinezmau
@edomex
@ricardoalemanmx
@fonacionalmx

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@rojname_com
@tesco
@el_cooperante
@contrapuntovzla
@opsiin
@ptjasamarga
@lasillarota
@detikcom
@threadreaderapp

Top Tweeters in G1:
@rojname_com
@el_cooperante
@contrapuntovzla
@opsiin
@ptjasamarga
@watsupafrica
@ia_regnum
@indianexpress
@maduradascom
@antaranews

Top Tweeters in G2:
@conelmazodando
@vtvcanal8
@amelia74698445
@partidopsuv
@avnve
@yasmi70
@nilsonvivas1
@quiskillosa
@luibustilloso
@sputnikmundo

Top Tweeters in G3:
@threadreaderapp
@kheatherbrown
@cnn
@sobertj
@patrickandrews
@dpjhodges
@wood5y
@juliahb1
@edwardharkins
@drwaheeduddin

Top Tweeters in G4:
@beverly21811568
@suestroud
@maryellenbella4
@wcaddict
@alaskawater
@whitecrow43
@joncoopertweets
@herhandsmyhands
@lawhawk
@tray8385

Top Tweeters in G5:
@cheezwitham
@gezgintrk
@myradsirois1
@sandykalano
@suefew
@saleemulhuq
@heraldscotland
@sonyabaker2
@fgr62
@getgiddygirl

Top Tweeters in G6:
@railwayseva
@railminindia
@zeenews
@sanjaymshra
@tv9gujarati
@pib_india
@bjp4india
@modifiedabhinav
@ddnewslive
@mib_india

Top Tweeters in G7:
@v_shakthi
@masg66
@nicochan33
@washingtonpost
@shicooks
@josbondi
@rwang0
@gvalan
@wsj
@suptmoran

Top Tweeters in G8:
@teram323tere
@revmagdalen
@vaw511
@ctvnews
@globalnews
@j0ann3
@msnbc
@embroideries
@patricemdevine
@bff808

Top Tweeters in G9:
@bbcnews
@lbc
@andywells7
@carlyjay20
@trivium21c
@bbc5live
@jolyonmaugham
@hpukparents
@aidanturner4
@jamboaldo

Top Tweeters in G10:
@excelsior
@elbote
@reforma
@lopezdoriga
@josecardenas1
@ricardoalemanmx
@gracielacorona2
@rioscorona222
@pedroferriz
@pcroquet


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