COVID-19, Twitter, 8/3/2020 11:42:59 AM, 231701


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COVID-19_2020-08-03_00-00-01.xlsx
COVID-19_2020-08-03_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/31goFG3
@covidupdatesea
@httweets
@cnn
@jerry25592392
@realdonaldtrump
@jamespwhite47
@msnbc
@amitshah
@juniorbachchan
@mmpadellan

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid__19
#covid
#amitshah
#করোনায়ব্যর্থমমতা

Description:
Description
The graph represents a network of 11,287 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 03 August 2020 at 07:20 UTC.

The requested start date was Monday, 03 August 2020 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 4-day, 0-hour, 1-minute period from Wednesday, 29 July 2020 at 12:24 UTC to Sunday, 02 August 2020 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 : 11287
Unique Edges : 6113
Edges With Duplicates : 12573
Total Edges : 18686
Number of Edge Types : 5
Retweet : 5805
MentionsInRetweet : 6744
Tweet : 3482
Replies to : 437
Mentions : 2218
Self-Loops : 3539
Reciprocated Vertex Pair Ratio : 0.00474142683868122
Reciprocated Edge Ratio : 0.00943810359964881
Connected Components : 3339
Single-Vertex Connected Components : 980
Maximum Vertices in a Connected Component : 1447
Maximum Edges in a Connected Component : 3051
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.182448
Graph Density : 7.15311389445116E-05
Modularity : 0.56036
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 11,287 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 03 August 2020 at 07:20 UTC.

The requested start date was Monday, 03 August 2020 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 4-day, 0-hour, 1-minute period from Wednesday, 29 July 2020 at 12:24 UTC to Sunday, 02 August 2020 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 : COVID-19
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:
[29] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[18] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[15] https://awsveanews.com/nacionales/ultima-hora-al-menos-80-funcionarios-del-cicpc-tachira-dieron-positivo-a-covid-19-detalles/
[11] https://thehill.com/policy/international/russia/510108-russia-planning-mass-covid-19-vaccination-campaign-for-october
[11] https://www.theguardian.com/politics/2020/jul/30/cummings-saga-damaged-uk-unity-covid-19-study-suggests
[11] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcoronavirus.medium.com%2Fwe-can-eliminate-covid-19-if-we-want-to-64abc91ccc1c
[8] https://www.newsweek.com/sweden-which-never-had-lockdown-sees-covid-19-cases-plummet-rest-europe-suffers-spike-1521626
[8] https://twitter.com/AmitShah/status/1289882101915893764
[8] https://www.zerohedge.com/political/red-flags-soar-big-pharma-will-be-exempt-covid-19-vaccine-liability-claims
[8] https://trib.al/7iCOKu2

Top URLs in Tweet in G1:
[6] http://www.tintahijau.com/pemerintahan/eksekutif/21562-covid-19-menggeliat,-pemcam-purwadadi-subang-pastikan-prokes
[6] https://www.gov.uk/government/publications/covid-19-guidance-for-the-safe-use-of-places-of-worship-during-the-pandemic-from-4-july?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn&utm_content=Coronavirus
[4] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[4] https://www.thejakartapost.com/travel/2020/08/02/covid-19-115-countries-are-still-closed-to-travelers.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1596370632
[3] https://twitter.com/i/events/1289889491360993280
[3] https://elsubmarinojujuy.com.ar/el-primer-intendente-de-la-provincia-es-uno-de-los-578-recuperados-de-covid-19/
[2] https://www.indonesiana.id/read/141699/lawan-opini-selebritas-yang-bilang-pandemi-covid-19-adalah-hasil-konspirasi?utm_source=twitter&utm_medium=heru&utm_campaign=heru
[2] https://sevilla.abc.es/deportes/orgullodenervion/noticias/sevilla-fc/positivo-covid-19-sevilla-fc-199064-1596025170.html
[2] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html?smid=tw-share
[2] https://suindependent.com/rise-in-covid-19-cases-continue/

Top URLs in Tweet in G2:
[4] https://zeenews.india.com/hindi/india/union-home-minister-amit-shah-tests-positive-for-covid-19/722088
[4] https://khabar.ndtv.com/news/india/amit-shah-tested-covid-19-positive-2272938
[4] https://twitter.com/AmitShah/status/1289882101915893764
[3] https://www.republicworld.com/india-news/politics/cm-mamata-banerjee-wishes-for-amit-shahs-speedy-recoevery-after-hm-te.html
[3] https://www.republicworld.com/entertainment-news/bollywood-news/back-home-amitabh-bachchan-first-statement-hospital-staff-discharged.html
[2] https://news.abplive.com/entertainment/movies/amitabh-bachchan-tested-covid19-negative-tweeted-about-his-well-being-1301735
[2] https://www.republicworld.com/india-news/general-news/105-year-old-afghan-resident-recovers-from-covid-in-noidas-sharda-hos.html
[2] https://www.pscp.tv/w/ce1kXTMyMjExNTJ8MU1ueG5kelFMT0VHT9BaP-v6dcLyv6PkeIf4k0O78wehSbs120R7VzeAkVkm
[2] https://newsd.in/coronavirus-live-updates-india-august-2-unlock-3-lockdown-vaccine-updates-icmr/
[1] https://www.thehindu.com/news/national/covid-19-will-lead-to-67-million-additional-wasted-children-say-global-bodies/article32215435.ece

Top URLs in Tweet in G3:
[8] https://trib.al/7iCOKu2
[6] https://mazo4f.com/223064
[6] https://mazo4f.com/223077
[6] https://www.vtv.gob.ve/venezuela-casos-covid-01082020/
[4] https://www.vtv.gob.ve/rusia-vacunacion-masiva-covid19-octubre/
[4] https://mazo4f.com/223070
[4] http://www.minci.gob.ve/venezuela-mantiene-produccion-de-alimentos-en-medio-de-la-pandemia-por-covid-19/
[3] https://mazo4f.com/223090
[3] https://mazo4f.com/223096
[3] https://www.vtv.gob.ve/carolys-perez-recuperacion-covid-19-2/

Top URLs in Tweet in G4:
[3] https://twitter.com/jcho710/status/1282738290852954112?s=19
[2] https://www.newsmaxtv.com/findus
[2] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[2] https://www.youtube.com/watch?v=qXoDToZuvPY&feature=youtu.be

[2] https://www.youtube.com/watch?v=6_x7syGBHDk&feature=youtu.be

[1] https://www.laboratoryequipment.com/563575-Hydroxychloroquine-Raises-Death-Rate-of-COVID-19-Patients-in-New-Study/
[1] https://twitter.com/bennyjohnson/status/1288574218595176452
[1] https://townhall.com/columnists/scottmorefield/2020/07/27/a-top-doctor-answers-my-burning-questions-about-coronavirus-n2573147
[1] https://www.docjon.org/post/the-evidence-for-airborne-transmission-of-covid-19-and-why-who-cdc-and-phe-advice-should-change
[1] https://truepundit.com/the-science-supports-the-use-of-hydroxychloroquine-in-covid-19-so-why-are-doctors-being-censored/

Top URLs in Tweet in G5:
[8] https://www.houstonchronicle.com/opinion/outlook/article/Secretary-of-Energy-COVID-19-brought-oil-gas-Trump-15394017.php
[1] https://www.thegatewaypundit.com/2020/08/five-democrat-governors-behind-tens-thousands-coronavirus-deaths-sent-covid-19-patients-nursing-homes/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[1] https://www.statista.com/statistics/1104645/covid19-testing-rate-select-countries-worldwide/
[1] https://cnn.it/30dO2sM
[1] https://cnn.it/2D9dgzC
[1] https://cnn.it/311AErf
[1] https://cnn.it/3ga5mVt
[1] https://cnn.it/3jSAR8L
[1] https://cnn.it/2X7LYAK
[1] https://trib.al/etokNF7

Top URLs in Tweet in G6:
[5] https://www.cbsnews.com/news/facebook-twitter-youtube-removing-false-covid-19-information-video-trump-share/?ftag=CNM-00-10aab7e&linkId=95365841
[3] https://www.nbcnews.com/politics/2020-election/biden-slams-trump-promoting-false-covid-19-claims-crazy-woman-n1235235
[3] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[2] https://nbcnews.trib.al/0jFrIzT
[2] https://www.ctvnews.ca/health/coronavirus/who-head-says-canada-has-done-well-at-bringing-covid-19-under-control-1.5042569?taid=5f20fede31fdfb0001881da5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.usatoday.com/story/news/politics/elections/2020/07/31/coronavirus-trump-meets-with-sheriffs-infected-colleague/5560860002/
[1] https://www.azcentral.com/story/news/politics/elections/2020/07/28/twitter-limits-kelli-wards-account-over-covid-19-misinformation/5529070002/
[1] https://www.nbcnews.com/politics/donald-trump/fauci-says-video-trump-promoted-claiming-drug-coronavirus-cure-isn-n1235222
[1] https://www.foxnews.com/media/louie-gohmert-hydroxychloroquine-coronavirus-treatment
[1] https://www.rawstory.com/2020/07/read-the-books-trump-tells-baffled-reporter-of-manuals-that-advise-against-testing-too-much-for-19/#.XyRNhqOOT5I.twitter

Top URLs in Tweet in G7:
[11] https://thehill.com/policy/international/russia/510108-russia-planning-mass-covid-19-vaccination-campaign-for-october
[8] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[7] https://www.bloomberg.com/news/articles/2020-08-02/india-home-minister-hospitalized-after-contracting-covid-19?cmpid=socialflow-twitter-business&utm_content=business&utm_source=twitter&utm_campaign=socialflow-organic&utm_medium=social
[5] https://liveupdates.hindustantimes.com/india/coronavirus-india-world-latest-news-covid-19-death-toll-august-2-2020-21596331816989.html
[4] https://www.hindustantimes.com/world-news/pre-pandemic-covid-19-cases-linked-to-china-italy-iran-report/story-NFg1TGfFNSgLZT4mUEpvsI.html
[4] https://www.reuters.com/article/us-health-coronavirus-who-idUSKCN24T16U?taid=5f20008331fdfb0001454247&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.theguardian.com/commentisfree/2020/jul/29/britain-ditches-overseas-travel-coronavirus-spanish-covid-19?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596025441
[3] https://punchng.com/lagos-churches-mosques-reopen-friday-bars-clubs-stay-closed-sanwo-olu/
[2] https://thehill.com/homenews/state-watch/509427-cuomo-suspends-liquor-licenses-for-12-nyc-bars-over-egregious-covid-19
[2] https://thehill.com/policy/healthcare/510084-experts-fear-political-pressure-on-covid-vaccine

Top URLs in Tweet in G8:
[11] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[2] https://www.deseret.com/indepth/2020/4/24/21229978/coronavirus-doctor-anthony-fauci-white-house-family-catholic-covid-19-physician
[2] https://qcostarica.com/hydroxychloroquine-the-drug-costa-rica-uses-successfully-to-fight-covid-19/
[2] https://www.dispatch.com/news/20200618/ohio-bought-millions-of-hydroxychloroquine-pills-to-combat-coronavirus-now-fda-says-it-shouldnt-be-used-to-treat-covid-19
[1] https://docs.google.com/document/d/e/2PACX-1vTi-g18ftNZUMRAj2SwRPodtscFio7bJ7GdNgbJAGbdfF67WuRJB3ZsidgpidB2eocFHAVjIL-7deJ7/pub
[1] https://www.acpjournals.org/doi/10.7326/M20-4207?cookieSet=1
[1] https://www.newsweek.com/sweden-which-never-had-lockdown-sees-covid-19-cases-plummet-rest-europe-suffers-spike-1521626?fbclid=IwAR0-V0V1ntwEdOOItPSmlTVLLjNbfP872ZbnTu8ql_w84CHmAvs-DfW9XS0
[1] https://nypost.com/2020/07/03/hydroxychloroquine-can-save-covid-19-patients-lives-study/

Top URLs in Tweet in G9:
[1] https://abcnews.go.com/US/michigan-inmate-serving-60-year-sentence-selling-weed/story?id=68611058

Top Domains
Top Domains in Tweet in Entire Graph:
[283] twitter.com
[94] bit.ly
[86] theguardian.com
[55] newsweek.com
[47] com.br
[47] trib.al
[46] thehill.com
[45] mazo4f.com
[44] co.uk
[39] youtube.com

Top Domains in Tweet in G1:
[80] twitter.com
[16] theguardian.com
[15] com.br
[11] instagram.com
[10] gov.uk
[8] com.ar
[8] google.com
[8] youtube.com
[7] globo.com
[7] co.uk

Top Domains in Tweet in G2:
[9] twitter.com
[8] republicworld.com
[6] india.com
[4] ndtv.com
[3] newsd.in
[2] abplive.com
[2] pscp.tv
[1] thehindu.com
[1] indianexpress.com
[1] media24express.com

Top Domains in Tweet in G3:
[45] mazo4f.com
[26] gob.ve
[9] trib.al
[6] org.ve
[4] sputniknews.com
[4] rt.com
[3] bit.ly
[2] twitter.com
[2] instagram.com
[1] google.com

Top Domains in Tweet in G4:
[11] youtube.com
[4] twitter.com
[2] newsmaxtv.com
[2] truepundit.com
[2] newsweek.com
[1] laboratoryequipment.com
[1] townhall.com
[1] docjon.org
[1] technocracy.news
[1] threadreaderapp.com

Top Domains in Tweet in G5:
[12] cnn.it
[8] houstonchronicle.com
[6] twitter.com
[1] thegatewaypundit.com
[1] statista.com
[1] trib.al
[1] facebook.com
[1] bbc.com
[1] whio.com
[1] newsweek.com

Top Domains in Tweet in G6:
[6] nbcnews.to
[5] nbcnews.com
[5] msnbc.com
[5] cbsnews.com
[4] trib.al
[4] nytimes.com
[3] ctvnews.ca
[2] americanindependent.com
[2] cbsn.ws
[2] huffpost.com

Top Domains in Tweet in G7:
[24] thehill.com
[15] theguardian.com
[11] bloomberg.com
[11] hindustantimes.com
[6] punchng.com
[4] wsj.com
[4] reuters.com
[3] twitter.com
[3] sky.com
[3] dnaindia.com

Top Domains in Tweet in G8:
[11] thehill.com
[2] deseret.com
[2] qcostarica.com
[2] dispatch.com
[1] google.com
[1] acpjournals.org
[1] newsweek.com
[1] nypost.com

Top Domains in Tweet in G9:
[1] go.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[642] covid_19
[321] covid19
[188] coronavirus
[187] covid__19
[149] covid
[134] amitshah
[54] করোনায়ব্যর্থমমতা
[42] hrdpostponejee_neet
[40] hydroxychloroquine
[30] diosdadopalantevenceremos



Top Hashtags in Tweet in G1:
[93] covid_19
[41] covid19
[37] coronavirus
[30] covid__19
[29] amitshah
[26] covid
[10] করোনায়ব্যর্থমমতা
[7] corona
[6] eidaladha
[6] essex

Top Hashtags in Tweet in G2:
[57] covid_19
[41] amitshah
[40] hrdpostponejee_neet
[28] covid
[17] cancelcompartment
[12] getwellsoonamitshah
[9] staysafe
[9] breaking
[8] coronavirus
[8] postponejee_neetsept

Top Hashtags in Tweet in G3:
[41] covid_19
[30] diosdadopalantevenceremos
[21] disciplinacolectiva
[17] audio
[17] venezuela
[12] notimippci
[9] 7/27/2020 12:00:00 AM
[9] 02ago
[9] covid
[8] 2ago

Top Hashtags in Tweet in G4:
[10] whitecoatsummit
[3] covid_19
[2] berlindemo
[1] stopcensorship
[1] bbbrighto
[1] bbnaijialockdown
[1] dunjahayali
[1] helenefischer
[1] demo
[1] coronavirus

Top Hashtags in Tweet in G5:
[18] hydroxychloroquine
[8] covid_19
[2] us
[2] notmypresident
[2] trumpviruscatastrophe
[2] zoll
[2] ingobyi
[1] trumpliesamericansdie
[1] sarscov2
[1] hcqworks

Top Hashtags in Tweet in G6:
[5] mog
[4] who
[4] canada
[2] hydroxychloroquine
[2] texas
[1] foxnews
[1] moleg
[1] covid_19
[1] mogov
[1] trumpownseverydeath

Top Hashtags in Tweet in G7:
[11] covid_19
[11] coronavirus
[6] covid19india
[5] covid19
[5] hcq
[2] delasemana
[2] world
[2] us
[2] misinformation
[2] tory

Top Hashtags in Tweet in G8:
[11] hcqnews
[2] alisonfauci
[1] covid19
[1] coronavirus
[1] lockdown
[1] scamdemic

Top Hashtags in Tweet in G9:
[1] worlddayagainsttraffickingday

Top Words
Top Words in Tweet in Entire Graph:
[7343] covid
[7197] 19
[642] #covid_19
[566] positive
[503] cases
[498] people
[489] क
[457] र
[383] tested
[382] more

Top Words in Tweet in G1:
[805] 19
[800] covid
[93] #covid_19
[80] क
[64] र
[63] cases
[52] positive
[51] more
[50] த
[49] 2020

Top Words in Tweet in G2:
[252] 19
[238] covid
[142] क
[131] amitshah
[108] र
[106] positive
[93] minister
[92] त
[83] ह
[76] home

Top Words in Tweet in G3:
[236] 19
[226] covid
[87] casos
[50] venezuela
[49] contra
[41] #covid_19
[35] nicolasmaduro
[30] #diosdadopalantevenceremos
[30] importados
[28] conelmazodando

Top Words in Tweet in G4:
[143] covid
[134] 19
[111] drsimonegold
[67] media
[54] hcq
[51] michaelcoudrey
[46] patients
[45] medical
[44] physicians
[44] treat

Top Words in Tweet in G5:
[116] covid
[116] 19
[67] realdonaldtrump
[48] sake
[34] patients
[32] cnn
[25] hydroxychloroquine
[20] deaths
[20] tomfitton
[18] #hydroxychloroquine

Top Words in Tweet in G6:
[131] covid
[128] 19
[74] dr
[67] fauci
[61] trump
[52] americans
[37] kylegriffin1
[33] msnbc
[32] week
[31] florida

Top Words in Tweet in G7:
[104] covid
[98] 19
[27] positive
[23] hospital
[22] pandemic
[22] thehill
[18] home
[18] minister
[16] testing
[14] day

Top Words in Tweet in G8:
[135] covid
[104] 19
[75] jamestodaromd
[71] hcq
[71] ohio
[55] treatment
[54] state
[41] hydroxychloroquine
[37] mos
[34] patients

Top Words in Tweet in G9:
[128] covid
[128] 19
[81] mmpadellan
[70] think
[52] nothing
[51] stop
[51] casting
[51] vote
[51] joe
[51] biden

Top Words in Tweet in G10:
[140] covid
[140] 19
[139] hospital
[137] juniorbachchan
[110] remain
[84] father
[84] thankfully
[84] tested
[84] negative
[84] latest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7037] covid,19
[281] positive,covid
[214] tested,positive
[201] 19,cases
[172] 19,pandemic
[148] contra,covid
[146] positif,covid
[141] home,minister
[131] 19,test
[127] amit,shah

Top Word Pairs in Tweet in G1:
[776] covid,19
[27] positive,covid
[24] 19,pandemic
[24] amit,shah
[23] #covid,19
[19] home,minister
[17] 19,cases
[17] tests,positive
[14] tested,positive
[14] क,र

Top Word Pairs in Tweet in G2:
[223] covid,19
[76] home,minister
[47] union,home
[46] amitshah,ji
[41] tested,positive
[38] speedy,recovery
[35] saved,impacts
[35] impacts,covid
[35] 19,think
[35] think,sop

Top Word Pairs in Tweet in G3:
[223] covid,19
[42] contra,covid
[32] casos,covid
[28] 19,#diosdadopalantevenceremos
[22] 24,horas
[20] últimas,24
[17] 834,casos
[16] comunitarios,35
[15] 35,importados
[13] vicepresidente,comunicación

Top Word Pairs in Tweet in G4:
[134] covid,19
[44] treat,covid
[44] social,media
[39] medical,degree
[33] treated,covid
[32] practicing,physicians
[31] thread,organized
[31] organized,group
[31] group,practicing
[31] physicians,many

Top Word Pairs in Tweet in G5:
[114] covid,19
[16] #hydroxychloroquine,sake
[16] sake,high
[16] high,risk
[16] risk,patients
[16] patients,sake
[16] sake,parents
[16] parents,grandparents
[16] grandparents,sake
[15] tomfitton,#hydroxychloroquine

Top Word Pairs in Tweet in G6:
[127] covid,19
[67] dr,fauci
[30] florida,sheriffs
[30] sheriffs,attended
[30] attended,conference
[30] conference,week
[30] week,covid
[30] 19,infected
[30] infected,colleague
[30] colleague,met

Top Word Pairs in Tweet in G7:
[98] covid,19
[16] positive,covid
[15] home,minister
[11] testing,positive
[11] russia,planning
[11] planning,mass
[11] mass,covid
[11] 19,vaccination
[11] vaccination,campaign
[11] campaign,october

Top Word Pairs in Tweet in G8:
[104] covid,19
[54] state,ohio
[40] treatment,covid
[32] mos,appeals
[32] appeals,taken
[32] taken,down
[32] down,google
[32] google,finally
[32] finally,uncensored
[32] uncensored,initial

Top Word Pairs in Tweet in G9:
[128] covid,19
[51] nothing,stop
[51] stop,casting
[51] casting,vote
[51] vote,joe
[51] joe,biden
[51] biden,covid
[51] 19,long
[51] long,lines
[51] lines,mail

Top Word Pairs in Tweet in G10:
[140] covid,19
[84] father,thankfully
[84] thankfully,tested
[84] tested,negative
[84] negative,latest
[84] latest,covid
[84] 19,test
[84] test,discharged
[84] discharged,hospital
[83] juniorbachchan,father

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@amitshah
@drrpnishank
@humasresprob1
@devex
@jamestodaromd
@stella_immanuel
@lopezobrador_
@drericding
@mrbayew

Top Replied-To in G1:
@8boona

Top Replied-To in G2:
@amitshah
@drrpnishank
@pmoindia
@cbseindia29
@srivatsayb
@sardanarohit
@aajtak
@sardesairajdeep
@anujmahe
@shivend58360116

Top Replied-To in G3:
@nicolasmaduro
@mippcivzla

Top Replied-To in G4:
@drericding
@krissymd3
@sarathor4
@marcorubio
@drsimonegold

Top Replied-To in G5:
@realdonaldtrump
@stella_immanuel
@scott81764395
@georgeg80476590
@lorrie_e
@evanakilgore
@secretarycarson
@digestpill
@yukirozuhime
@greedstinks

Top Replied-To in G6:
@kuixing7
@hellspa21387533
@msnbc

Top Replied-To in G7:
@srbachchan
@annaloveshome
@skynews
@america24293164
@thehill

Top Replied-To in G8:
@jamestodaromd

Top Mentioned
Top Mentioned in Entire Graph:
@juniorbachchan
@amitshah
@drsimonegold
@mmpadellan
@jamestodaromd
@inizali
@drrpnishank
@michaelcoudrey
@realdonaldtrump
@ardilol

Top Mentioned in G1:
@alrobins2015
@transportday_
@terasid
@cachapachacao
@lanocion
@indonesiana
@carolinejmolloy
@jahra_online
@swamp_nugget
@cascadeglobal

Top Mentioned in G2:
@amitshah
@drrpnishank
@kar_akankshya
@mamataofficial
@narendramodi
@hrdministry
@cbseindia29
@nidhiindiatv
@dg_nta
@republic

Top Mentioned in G3:
@nicolasmaduro
@conelmazodando
@vtvcanal8
@jorgerpsuv
@mippcivzla
@washingtonpost
@libertad020
@luiscarrillo66
@tmaniglia
@walterdossier

Top Mentioned in G4:
@drsimonegold
@michaelcoudrey
@drdavidsamadi
@youtube
@squarespace
@townhallcom
@beholdisrael
@twitter
@newsmax
@realffk

Top Mentioned in G5:
@realdonaldtrump
@cnn
@tomfitton
@cnni
@evanakilgore
@jennaellisesq
@genflynn
@whitehouse
@stevescalise
@stella_immanuel

Top Mentioned in G6:
@kylegriffin1
@msnbc
@yamiche
@nbcnews
@joncoopertweets
@senatemajldr
@revdrbarber
@mog7546
@cbsnews
@thepubliususa

Top Mentioned in G7:
@thehill
@business
@guardian
@wsj
@srbachchan
@httweets
@bopinion
@skynews
@mobilepunch
@female_energie

Top Mentioned in G8:
@jamestodaromd
@deanna4congress
@ryanafournier
@thecollectiveq
@wdunlap
@elmaaksalic
@heron1993
@q
@justplaingary
@kitsap_lady

Top Mentioned in G9:
@mmpadellan
@georgetakei
@goss30goss
@govwhitmer
@blue_texas2020
@shaunking
@gmadoveawards
@lovejusticeintl
@politvidchannel
@nicolecmullen

Top Mentioned in G10:
@juniorbachchan
@kar_akankshya

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@oldlady12345
@sumariumcom
@okezonenews
@detikcom
@dolartoday

Top Tweeters in G1:
@pulpnews
@okezonenews
@elperiodiquito
@infoiteconomia
@bankingnewsgr
@skinnergj
@noticiasveapp
@venesysalpha
@treporta
@elestimulo

Top Tweeters in G2:
@cnnnews18
@indiatoday
@aajtak
@ani
@news18india
@sursmi
@republic
@bsindia
@airnewsalerts
@toiindianews

Top Tweeters in G3:
@conelmazodando
@diariotalcual
@vtvcanal8
@ccolba21
@partidopsuv
@amelia74698445
@washingtonpost
@prof_yurbe
@tvvnoticias
@vencedormrt

Top Tweeters in G4:
@bamaperry
@marielsiviglia
@gisaieira
@isavega2017
@danaruxi123
@dahart66
@rogercmichaud
@thomas1774paine
@protectthefaith
@fairymoon4

Top Tweeters in G5:
@winetast3r
@eoleinberger
@cnn
@dpll_2
@trevorrosenfels
@kmcaton
@sandricsak
@mcmclish
@cnni
@meashrew

Top Tweeters in G6:
@oldlady12345
@mog7546
@debsomewhere
@richrake
@nelmadman
@itsweezie
@jiggyjayy2
@bob_levitt
@barbb0925
@abcnews

Top Tweeters in G7:
@cnbctv18live
@davepperlmutter
@thehill
@veram43395421
@httweets
@diegodelunamx
@rosenchild
@guardian
@business
@dna

Top Tweeters in G8:
@teamcombover16
@govtstheproblem
@cheristired
@nmlifestyles
@codeezra
@jolight7
@pamsimson
@galorekat
@vailrunner
@kiradiju

Top Tweeters in G9:
@skepmi
@amb0306
@benjamin_shider
@jasminlucci
@twodogsing
@michael_fisher_
@kbarkerb
@escecami
@lindapotyrala13
@shaunking

Top Tweeters in G10:
@danieldokter
@arghomondal_
@balamurugan_mb
@shreyasmahajan1
@prakashsharma17
@kdharmapuri
@chaitrasal
@pitrko
@prasadhemant
@naamhaibulla


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