COVID, Twitter, 8/3/2020 12:40:51 PM, 231703


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COVID_2020-08-03_00-30-59.xlsx
COVID_2020-08-03_00-30-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2020
Short Description:
COVID via NodeXL https://bit.ly/3gpliDj
@realdonaldtrump
@stella_immanuel
@washingtonpost
@vencedormrt
@drsimonegold
@wake_humanity
@michaelcoudrey
@jamestodaromd
@nicolasmaduro
@foxnews

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

Description:
Description
The graph represents a network of 11,999 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, 03 August 2020 at 07:46 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, 0-minute period from Wednesday, 29 July 2020 at 12:22 UTC to Sunday, 02 August 2020 at 12:23 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 : 11999
Unique Edges : 6686
Edges With Duplicates : 12265
Total Edges : 18951
Number of Edge Types : 5
Retweet : 5716
MentionsInRetweet : 6635
Tweet : 3467
Replies to : 748
Mentions : 2385
Self-Loops : 3506
Reciprocated Vertex Pair Ratio : 0.00409319899244332
Reciprocated Edge Ratio : 0.0081530260269677
Connected Components : 3607
Single-Vertex Connected Components : 916
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 2871
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 8.224776
Graph Density : 6.64541126051775E-05
Modularity : 0.577737
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 11,999 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, 03 August 2020 at 07:46 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, 0-minute period from Wednesday, 29 July 2020 at 12:22 UTC to Sunday, 02 August 2020 at 12:23 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:
[20] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[11] https://trib.al/hQ9hlHH
[10] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[9] https://awsveanews.com/nacionales/ultima-hora-al-menos-80-funcionarios-del-cicpc-tachira-dieron-positivo-a-covid-19-detalles/
[9] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[9] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[7] https://www.dailywire.com/news/texas-downgrades-covid-death-toll-after-error-wrongly-attributes-hundreds-of-deaths-to-covid/
[6] https://g1.globo.com/bemestar/coronavirus/noticia/2020/08/02/america-latina-supera-200-mil-mortes-por-covid-19.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[6] https://mazo4f.com/223077
[6] https://mazo4f.com/223064

Top URLs in Tweet in G1:
[4] https://beforeitsnews.com/alternative/2020/07/social-media-platforms-delete-doctors-speech-regarding-covid-truth-video-3728627.html
[4] http://www.tintahijau.com/pemerintahan/eksekutif/21562-covid-19-menggeliat,-pemcam-purwadadi-subang-pastikan-prokes
[3] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[3] https://www.washingtonpost.com/nation/2020/07/30/louie-gohmert-covid-hydroxychloroquine/
[2] https://www.nytimes.com/video/opinion/100000007227777/covid-19-global-response.html?smid=tw-share
[2] https://twitter.com/PhilstarNews/status/1288798072449859584
[2] https://www.zerohedge.com/political/un-officials-cite-study-finds-lockdowns-school-closures-killing-more-kids-covid
[2] https://www.instagram.com/accounts/login/?next=/p/CDRBzOfJzCu/%3Figshid%3Db137cg5jl7vl
[2] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[2] https://www.nbcchicago.com/news/local/parents-express-concerns-about-covid-19-after-private-prom-held-across-border-in-indiana/2313105/?_osource=db_npd_nbc_wmaq_twt_shr

Top URLs in Tweet in G2:
[5] https://twitter.com/AmitShah/status/1289882101915893764
[5] https://www.pscp.tv/w/ce1kXTMyMjExNTJ8MU1ueG5kelFMT0VHT9BaP-v6dcLyv6PkeIf4k0O78wehSbs120R7VzeAkVkm
[5] https://khabar.ndtv.com/news/india/ram-janmabhoomi-priest-and-16-policemen-tests-positive-for-covid-2271291
[4] https://twitter.com/amitshah/status/1289882101915893764
[4] https://www.ndtv.com/india-news/coronavirus-not-afraid-of-anyone-110-year-old-woman-beats-covid-19-in-karnatakas-chitradurga-2272943
[3] https://khabar.ndtv.com/news/india/amit-shah-tested-covid-19-positive-2272938
[3] https://www.republicworld.com/entertainment-news/bollywood-news/back-home-amitabh-bachchan-first-statement-hospital-staff-discharged.html
[3] https://zeenews.india.com/hindi/india/union-home-minister-amit-shah-tests-positive-for-covid-19/722088
[1] https://bit.ly/IIT_Kh
[1] https://www.mygov.in/aarogya-setu-app/

Top URLs in Tweet in G3:
[7] https://www.dailywire.com/news/texas-downgrades-covid-death-toll-after-error-wrongly-attributes-hundreds-of-deaths-to-covid/
[4] https://freebeacon.com/coronavirus/states-have-spent-little-of-150-billion-covid-relief-fund/
[3] https://www.houstonchronicle.com/opinion/outlook/article/Secretary-of-Energy-COVID-19-brought-oil-gas-Trump-15394017.php
[2] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[2] https://www.detroitnews.com/story/news/local/michigan/2020/07/02/michigan-henry-ford-health-study-finds-hydroxychloroquine-lowers-covid-19-death-rate/5365090002/
[1] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[1] https://detroitnews.com/story/news/local/michigan/2020/07/02/michigan-henry-ford-health-study-finds-hydroxychloroquine-lowers-covid-19-death-rate/5365090002/
[1] https://twitter.com/TomFitton/status/1247496999567536128
[1] https://www.whio.com/home/coronavirus-whats-next-ohio-ohio-bans-hydroxychloroquine-treatment-covid-19/CDOQOBAWWVF6PG2LGTHXHMPRXI/
[1] https://townhall.com/columnists/scottmorefield/2020/07/27/a-top-doctor-answers-my-burning-questions-about-coronavirus-n2573147

Top URLs in Tweet in G4:
[3] https://liveupdates.hindustantimes.com/india/coronavirus-india-world-latest-news-covid-19-death-toll-august-2-2020-21596331816989.html
[2] https://www.hindustantimes.com/bollywood/amitabh-bachchan-tests-negative-for-covid-19-discharged-from-hospital-says-abhishek-bachchan/story-tlopf92VLXRg7my6iMbUOP.html
[2] http://toi.in/micron/redirect.html?str=KaMv-a
[2] https://abc7ny.com/health/covid-updates-texas-surpasses-new-york-in-total-number-of-cases/6348516/
[2] https://www.dnaindia.com/bollywood/photo-gallery-amitabh-bachchan-back-home-in-ambulance-after-testing-negative-for-covid-19-2835517
[1] https://www.muniavas.com/31478
[1] https://www.dnaindia.com/cricket/report-eng-vs-pak-pacer-haaris-rauf-tests-covid-19-negative-in-england-to-join-squad-in-manchester-2835516
[1] https://t.me/pbns_india/2357
[1] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535?fbclid=IwAR1StRlDu2_jqMXae28TMrTe78_MT1XcpU2OS92bRrNeRByFH0m6IGk5lBk

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=SwbICfJ6ePs&feature=youtu.be

[2] https://www.deseret.com/indepth/2020/4/24/21229978/coronavirus-doctor-anthony-fauci-white-house-family-catholic-covid-19-physician
[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/
[1] https://www.americasfrontlinedoctors.com/
[1] https://docs.google.com/document/d/e/2PACX-1vTi-g18ftNZUMRAj2SwRPodtscFio7bJ7GdNgbJAGbdfF67WuRJB3ZsidgpidB2eocFHAVjIL-7deJ7/pub
[1] https://threadreaderapp.com/thread/1288583938659610624.html
[1] https://www.youtube.com/watch?v=IP2UYpzLof0&feature=youtu.be

[1] https://www.youtube.com/watch?v=aX_Q1FaY9pI&feature=youtu.be

Top URLs in Tweet in G6:
[1] https://www.thegatewaypundit.com/2020/07/need-help-brave-frontline-covid-doc-stella-immanuel-asks-patients-cured-hcq-speak-video/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[1] https://twitter.com/MikeNordon/status/1289567320872898560
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=81ed7840-d11a-11ea-9037-7f10e43c4404&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yOC9zd2VkZW4tdW52ZWlscy1wcm9taXNpbmctY292aWQtMTktZGF0YS1hcy1uZXctY2FzZXMtcGx1bmdl
[1] https://www.google.com/search?q=covid+cases+sweden&rlz=1C1GKLB_enCA759CA759&oq=covid+cases+sweden&aqs=chrome..69i57j0l2j69i60.7154j0j8&sourceid=chrome&ie=UTF-8
[1] https://www.buckinstitute.org/covid-webinar-series-transcript-robert-redfield-md/
[1] https://truepundit.com/exclusive-top-medical-insider-from-massive-health-care-system-blows-roof-off-the-covid-19-scamdemic-internal-numbers-are-all-rigged-for-profit-greed-and-politics/

Top URLs in Tweet in G7:
[6] https://mazo4f.com/223077
[6] https://mazo4f.com/223064
[3] https://mazo4f.com/223090
[3] https://mazo4f.com/vacuna-contra-el-covid-19-debera-tener-una-efectividad-del-80-para-extinguir-la-pandemia
[3] https://mazo4f.com/estados-unidos-comienza-un-ensayo-con-30000-voluntarios-para-vacuna-de-covid-19
[3] https://mazo4f.com/223096
[3] https://www.abc.es/espana/abci-psoe-vulnero-seis-normas-plan-anti-covid-para-ovacionar-sanchez-202008020043_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=NmpnNHAz
[3] https://www.vtv.gob.ve/carolys-perez-recuperacion-covid-19-2/
[3] https://trib.al/7iCOKu2
[2] https://mazo4f.com/223097

Top URLs in Tweet in G8:
[2] https://www.theguardian.com/australia-news/2020/aug/02/victoria-premier-daniel-andrews-stage-four-coronavirus-lockdown-restrictions-melbourne-covid-19
[1] https://twitter.com/i/events/1289780187668688896
[1] https://www.bbc.co.uk/news/health-53592881
[1] https://m.facebook.com/unlockedunitedkingdom/
[1] https://evidencenotfear.com/how-sage-and-uk-media-created-fear-in-the-british-public/
[1] https://www.dailymail.co.uk/news/article-8584445/Over-50s-face-stay-home-order-nuclear-plans-drawn-Boris-Johnson.html
[1] https://www.telegraph.co.uk/politics/2020/07/30/way-covid-debt-growth-not-austerity/?WT.mc_id=tmgliveapp_iosshare_AvsbWrTZtdB0
[1] https://www.dailymail.co.uk/news/article-8569839/PM-fears-UK-second-wave-TWO-WEEKS.html
[1] https://www.express.co.uk/news/world/1315748/eu-migrant-crisis-malta-coronavirus-outbreak-migrant-rescue-mediterranean
[1] https://www.businessinsider.com/boris-johnson-believes-2nd-coronavirus-wave-in-2-weeks-reports-2020-7?r=US&IR=T

Top URLs in Tweet in G9:
[3] https://www.rawstory.com/2020/07/louie-gohmert-stunned-office-staffers-by-showing-up-in-person-to-tell-them-he-had-19-report/
[1] https://abcnews.go.com/US/michigan-inmate-serving-60-year-sentence-selling-weed/story?id=68611058
[1] https://www.vanityfair.com/news/2020/07/how-jared-kushners-secret-testing-plan-went-poof-into-thin-air
[1] https://buff.ly/39xxL5e
[1] https://act.everytown.org/sign/Demanding-Women-Event12-RSVP-Gretchen-Whitmer/?source=twmo_DW_WhitmerTW&refcode=twmo_DW_WhitmerTW&utm_source=twmo_DW_WhitmerTW&utm_medium=o&utm_campaign=DW_WhitmerTW
[1] https://go.shr.lc/3hR76mV

Top URLs in Tweet in G10:
[9] https://awsveanews.com/nacionales/ultima-hora-al-menos-80-funcionarios-del-cicpc-tachira-dieron-positivo-a-covid-19-detalles/
[3] https://news.abs-cbn.com/news/07/29/20/fda-warns-public-against-using-valved-masks-vs-covid-19
[2] https://awsveanews.com/nacionales/ultima-hora-venezuela-registra-cinco-fallecidos-y-583-casos-positivos-de-covid-19-en-las-ultimas-24-horas-28jul/
[2] https://awsveanews.com/internacionales/voy-a-desaparecer-virologa-dice-tener-pruebas-que-covid-19-se-creo-en-china/
[2] https://t.co/QJO9S8uCte?amp=1
[2] https://news.abs-cbn.com/news/07/30/20/palace-says-all-of-robredos-suggestions-on-covid-19-response-already-addressed
[2] https://news.abs-cbn.com/news/08/02/20/last-2-minutes-philippines-losing-covid-19-battle-doctor-warns
[2] https://news.abs-cbn.com/news/07/30/20/cavites-covid-19-plans-biggest-testing-lab-free-wifi-vaccine-id-system
[1] https://buff.ly/3faoyAO
[1] https://bit.ly/3g78XDw

Top Domains
Top Domains in Tweet in Entire Graph:
[335] twitter.com
[66] bit.ly
[65] co.uk
[48] theguardian.com
[43] youtube.com
[43] nytimes.com
[39] trib.al
[38] com.br
[31] thehill.com
[30] mazo4f.com

Top Domains in Tweet in G1:
[96] twitter.com
[14] com.br
[13] co.uk
[11] nytimes.com
[8] youtube.com
[8] instagram.com
[7] theguardian.com
[7] cnn.com
[6] zerohedge.com
[6] msn.com

Top Domains in Tweet in G2:
[15] twitter.com
[14] ndtv.com
[5] pscp.tv
[4] republicworld.com
[4] india.com
[2] bit.ly
[2] livehindustan.com
[2] org.au
[1] mygov.in
[1] indiatvnews.com

Top Domains in Tweet in G3:
[7] twitter.com
[7] dailywire.com
[4] freebeacon.com
[3] detroitnews.com
[3] houstonchronicle.com
[2] newsmax.com
[2] foxnews.com
[2] thehill.com
[2] thedailybeast.com
[1] newsweek.com

Top Domains in Tweet in G4:
[5] hindustantimes.com
[3] dnaindia.com
[2] toi.in
[2] abc7ny.com
[1] muniavas.com
[1] t.me
[1] newsweek.com

Top Domains in Tweet in G5:
[4] youtube.com
[2] deseret.com
[1] newsweek.com
[1] nypost.com
[1] americasfrontlinedoctors.com
[1] google.com
[1] threadreaderapp.com

Top Domains in Tweet in G6:
[1] thegatewaypundit.com
[1] twitter.com
[1] bloomberg.com
[1] google.com
[1] buckinstitute.org
[1] truepundit.com

Top Domains in Tweet in G7:
[30] mazo4f.com
[15] gob.ve
[5] abc.es
[4] rt.com
[4] twitter.com
[3] trib.al
[2] bit.ly
[2] org.ve
[2] propublica.org
[1] pscp.tv

Top Domains in Tweet in G8:
[5] co.uk
[2] theguardian.com
[1] twitter.com
[1] facebook.com
[1] evidencenotfear.com
[1] businessinsider.com

Top Domains in Tweet in G9:
[3] rawstory.com
[1] go.com
[1] vanityfair.com
[1] buff.ly
[1] everytown.org
[1] shr.lc

Top Domains in Tweet in G10:
[15] awsveanews.com
[9] abs-cbn.com
[2] t.co
[2] redradiove.com
[1] buff.ly
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[372] covid_19
[228] covid19
[208] covid
[142] coronavirus
[111] amitshah
[102] covid__19
[46] hrdpostponejee_neet
[36] hydroxychloroquine
[27] করোনায়ব্যর্থমমতা
[26] breaking



Top Hashtags in Tweet in G1:
[69] covid_19
[36] coronavirus
[33] covid
[32] covid19
[28] amitshah
[14] covid__19
[6] করোনায়ব্যর্থমমতা
[4] india
[4] breaking
[4] covid19india

Top Hashtags in Tweet in G2:
[43] hrdpostponejee_neet
[35] covid_19
[33] amitshah
[22] covid
[16] getwellsoonamitshah
[12] cancelcompartmentexam2020
[11] cancelcompartment
[8] coronavirus
[7] breaking
[6] indiafightscorona

Top Hashtags in Tweet in G3:
[13] hydroxychloroquine
[6] covid_19
[6] hcqworks
[2] us
[2] notmypresident
[2] trumpviruscatastrophe
[2] trumpdeathtoll157k
[2] sundayspotlight
[2] publichealth
[2] covid19

Top Hashtags in Tweet in G4:
[4] covid19india
[3] covid_19
[2] engvpak
[2] engvspak
[2] manchester
[2] amitabhbachchan
[1] maharashtrafightscorona
[1] coronaviruspandemic
[1] haarisrauf
[1] coronavirus

Top Hashtags in Tweet in G5:
[4] whitecoatsummit
[4] hydroxychloroquine
[2] covid19
[2] covid
[2] alisonfauci
[1] coronavirus
[1] lockdown
[1] stopcensorship
[1] reopenamerica

Top Hashtags in Tweet in G6:
[9] hydroxychloroquine
[5] lockdowns
[4] cdc
[1] hydroxycholoroquine
[1] dougfordsucks

Top Hashtags in Tweet in G7:
[18] diosdadopalantevenceremos
[12] covid_19
[7] 7/27/2020 12:00:00 AM
[7] venezuela
[6] 02ago
[6] notimippci
[6] atenciónysaludparatodos
[4] 66añoschávezinvicto
[4] disciplinacolectiva
[4] noticia

Top Hashtags in Tweet in G8:
[3] covid
[2] nhs
[2] covid__19
[1] masks
[1] vaccines
[1] kbf
[1] redundancy
[1] excludeduk
[1] wearenotgoingaway

Top Hashtags in Tweet in G9:
[1] demandingwomen
[1] morningjoe

Top Hashtags in Tweet in G10:
[11] covid19
[2] 7/28/2020 12:00:00 AM
[2] 0.5
[2] AM
[2] masqueobligatoire
[2] lille
[2] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[8070] covid
[4236] 19
[607] people
[490] क
[485] positive
[440] cases
[411] more
[403] र
[372] #covid_19
[367] tested

Top Words in Tweet in G1:
[764] covid
[421] 19
[69] #covid_19
[50] positive
[48] cases
[47] क
[47] र
[46] more
[42] sa
[36] #coronavirus

Top Words in Tweet in G2:
[294] covid
[169] क
[161] 19
[143] र
[131] amitshah
[104] प
[95] त
[94] म
[93] स
[89] ह

Top Words in Tweet in G3:
[206] covid
[102] 19
[83] realdonaldtrump
[37] media
[29] hcq
[27] deaths
[27] trump
[26] medical
[26] michaelcoudrey
[24] hydroxychloroquine

Top Words in Tweet in G4:
[174] covid
[119] discharged
[116] tested
[98] 19
[84] hospital
[79] srbachchan
[78] juniorbachchan
[75] home
[73] back
[69] 3613

Top Words in Tweet in G5:
[103] covid
[81] hcq
[77] 19
[60] drsimonegold
[47] jamestodaromd
[46] patients
[45] use
[42] media
[39] social
[36] people

Top Words in Tweet in G6:
[102] covid
[38] cdc
[36] greater
[35] deaths
[34] schools
[34] seeing
[34] far
[33] re
[33] school
[32] kerpen

Top Words in Tweet in G7:
[119] covid
[106] 19
[25] casos
[23] contra
[20] conelmazodando
[18] #diosdadopalantevenceremos
[17] venezuela
[16] washingtonpost
[13] 24
[12] mippcivzla

Top Words in Tweet in G8:
[57] covid
[28] simondolan
[19] nhs
[17] cases
[15] over
[14] deaths
[13] nurses
[11] borisjohnson
[10] never
[10] months

Top Words in Tweet in G9:
[90] covid
[71] 19
[56] mmpadellan
[38] 000
[34] nothing
[34] stop
[33] casting
[33] vote
[33] joe
[33] biden

Top Words in Tweet in G10:
[82] covid
[64] 19
[24] cases
[19] albertorodnews
[19] última
[19] hora
[14] positivo
[14] philippines
[13] detalles
[13] morir

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4152] covid,19
[202] positive,covid
[159] tested,positive
[124] due,covid
[120] 19,cases
[111] amit,shah
[110] tested,covid
[105] home,minister
[104] 19,pandemic
[103] covid,cases

Top Word Pairs in Tweet in G1:
[411] covid,19
[25] positive,covid
[19] amit,shah
[16] home,minister
[13] sa,covid
[13] tests,positive
[12] due,covid
[12] tested,positive
[11] covid,cases
[11] 19,vaccine

Top Word Pairs in Tweet in G2:
[143] covid,19
[56] home,minister
[42] shri,amitshah
[41] क,र
[39] amitshah,ji
[36] speedy,recovery
[28] tested,positive
[26] positive,covid
[25] minister,shri
[23] amit,shah

Top Word Pairs in Tweet in G3:
[102] covid,19
[16] hcq,zinc
[14] medical,degree
[13] treat,covid
[13] social,media
[13] media,companies
[13] companies,promote
[13] promote,bill
[13] bill,gates
[13] gates,medical

Top Word Pairs in Tweet in G4:
[98] covid,19
[72] back,home
[70] covid,discharged
[69] 3613,tested
[69] tested,covid
[69] discharged,back
[69] home,solitary
[69] solitary,quarantine
[69] quarantine,grace
[69] grace,almighty

Top Word Pairs in Tweet in G5:
[77] covid,19
[39] social,media
[34] state,ohio
[32] media,lets
[32] lets,people
[32] people,fast
[32] fast,food
[32] food,drugs
[32] drugs,use
[32] use,riot

Top Word Pairs in Tweet in G6:
[33] far,greater
[32] kerpen,cdc
[32] particularly,high
[32] high,schools
[32] deaths,covid
[31] seeing,sadly
[31] sadly,far
[31] greater,suicides
[31] suicides,deaths
[31] legal,prescribe

Top Word Pairs in Tweet in G7:
[103] covid,19
[20] contra,covid
[16] 19,#diosdadopalantevenceremos
[12] 24,horas
[11] últimas,24
[9] carolys,pérez
[9] vacuna,contra
[8] toma,nota
[6] padrino,lópez
[6] lópez,bloqueado

Top Word Pairs in Tweet in G8:
[17] covid,cases
[9] nhs,doctor
[9] doctor,surrey
[9] surrey,covid
[9] cases,never
[9] never,over
[9] over,run
[9] run,quiet
[9] quiet,several
[9] several,months

Top Word Pairs in Tweet in G9:
[71] covid,19
[33] nothing,stop
[33] stop,casting
[33] casting,vote
[33] vote,joe
[33] joe,biden
[33] biden,covid
[33] 19,long
[33] long,lines
[33] lines,mail

Top Word Pairs in Tweet in G10:
[64] covid,19
[19] última,hora
[11] hora,80
[11] 80,funcionarios
[11] funcionarios,cicpc
[11] cicpc,táchira
[11] táchira,dieron
[11] dieron,positivo
[11] positivo,covid
[10] albertorodnews,última

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@drrpnishank
@amitshah
@joebiden
@kylegriffin1
@replouiegohmert
@cnn
@donwinslow
@ritapanahi
@erictrump

Top Replied-To in G2:
@drrpnishank
@amitshah
@atc_iitjee_neet
@in
@shehzad_ind
@mukulr_official
@foreignwelfare
@sheeba_l
@cbseindia29
@tusharbhatia_4

Top Replied-To in G3:
@realdonaldtrump
@joebiden
@ritapanahi
@presssec
@jimmythedragon
@lorrie_e
@chrisedwards_va
@warmingdog
@marymargrets
@brendanbates2

Top Replied-To in G4:
@srbachchan

Top Replied-To in G5:
@jamestodaromd
@drsimonegold
@realericcarmen
@sarathor4
@gitrdonelarry
@thatsjustbogus

Top Replied-To in G6:
@fordnation
@ohwell321

Top Replied-To in G7:
@mippcivzla
@allisong1523
@washingtonpost

Top Replied-To in G8:
@legars_92
@5923c88464dc415
@leonherrett
@apk_musicreview
@simondolan
@old_mum
@davidta69192197
@clarkemicah
@profkarolsikora
@mmaher70

Top Replied-To in G9:
@realdonaldtrump
@mehdirhasan
@rbreich

Top Replied-To in G10:
@albertorodnews
@carlosamontaner
@boyacasietedias
@abscbnnews
@eltiempo

Top Mentioned
Top Mentioned in Entire Graph:
@amitshah
@srbachchan
@juniorbachchan
@realdonaldtrump
@drsimonegold
@mmpadellan
@iamjadejackson
@drrpnishank
@jamestodaromd
@ardilol

Top Mentioned in G1:
@strbaroman
@conassoficial
@mochievaa
@luisfcespedes
@ddanpereira
@carloszambrano7
@tawasulq8
@fatoamazonico

Top Mentioned in G2:
@amitshah
@drrpnishank
@narendramodi
@pmoindia
@hrdministry
@nidhiindiatv
@kar_akankshya
@cbseindia29
@mamataofficial
@drapr007

Top Mentioned in G3:
@realdonaldtrump
@michaelcoudrey
@stella_immanuel
@drdavidsamadi
@joebiden
@scottadamssays
@elijahschaffer
@tomfitton
@whitehouse
@stevescalise

Top Mentioned in G4:
@juniorbachchan
@srbachchan
@pti_news
@httweets
@abc7ny
@dna
@pbns_india
@railminindia
@billritter7
@toimumbai

Top Mentioned in G5:
@drsimonegold
@jamestodaromd
@gitrdonelarry
@wdunlap
@squarespace
@charliekirk11
@heron1993
@michaelcoudrey
@fleccas
@kitsap_lady

Top Mentioned in G6:
@kerpen
@liz_wheeler
@deanna4congress
@mitchellvii
@james78141017
@proctermd
@daniellevitt22
@susanstjames3
@fordnation
@jamestodaromd

Top Mentioned in G7:
@conelmazodando
@washingtonpost
@mippcivzla
@nicolasmaduro
@ariellaonewland
@jorgerpsuv
@vtvcanal8
@janicedean
@partidopsuv
@abc_es

Top Mentioned in G8:
@simondolan
@borisjohnson
@pritipatel
@clarkemicah
@rishisunak
@momentsau
@profkarolsikora
@cllrbsilvester
@realdenisewelch
@drwaqarrashid1

Top Mentioned in G9:
@mmpadellan
@rbreich
@govwhitmer
@joycewhitevance
@shannonrwatts
@realdonaldtrump
@momsdemand
@senatorbaldwin
@rawstory
@shaunking

Top Mentioned in G10:
@albertorodnews
@carlosamontaner
@abscbnnews
@ivanduque
@lancedl_
@kristinesabillo
@albertonewsvzla
@ancalerts
@saludpublicacol
@redradiove

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@virginmedia
@tesco
@oldlady12345
@contrapuntovzla
@sumariumcom
@okezonenews
@detikcom

Top Tweeters in G1:
@pulpnews
@contrapuntovzla
@bankingnewsgr
@john1966olsen
@ary_antipt
@noticiaaldia
@marketcurrents
@stigmabase
@mikecoulson48
@mummygirl

Top Tweeters in G2:
@cnnnews18
@indiatoday
@ndtv
@blanketcrap
@indiatvnews
@aajtak
@news18up
@news18india
@republic
@bsindia

Top Tweeters in G3:
@nvania
@conniesuverkrup
@trevorrosenfels
@rteefact
@pjsullivan442
@dboyz62
@amaka_ekwo
@meashrew
@wendydshaffer
@john_frank1954

Top Tweeters in G4:
@httweets
@railminindia
@dna
@the_hindu
@pandaramvijayn1
@abc7ny
@coronaupdatebot
@rajeevtiwariind
@sharmaroyals
@danieldokter

Top Tweeters in G5:
@veram43395421
@molly649
@texianrising
@teamcombover16
@cheristired
@randthompson16
@stuffupstairs
@codeezra
@tropicalbill1
@vonzion

Top Tweeters in G6:
@ebe2014
@mitchellvii
@naga1961
@dmca91
@free_thoughts_1
@true_pundit
@cicigtz
@incorrigible2
@wynsumly
@junipersage1

Top Tweeters in G7:
@conelmazodando
@vtvcanal8
@partidopsuv
@amelia74698445
@abc_es
@rnvinformativa
@washingtonpost
@vencedormrt
@nilsonvivas1
@lucemijares

Top Tweeters in G8:
@cllrbsilvester
@geodannew
@0606green
@mssuzcatsilver
@jcm247
@mmaher70
@dawnegray3
@clarkemicah
@old_mum
@sozzinski

Top Tweeters in G9:
@nessa_marks
@rawstory
@twodogsing
@tetsukaba
@mehdirhasan
@taichinow
@lindapotyrala13
@shannonrwatts
@crystal_notrump
@shaunking

Top Tweeters in G10:
@abscbnnews
@ancalerts
@eltiempo
@farahseito
@redradiove
@albertorodnews
@carolina_otero
@ragdso
@israronmo
@raulcarrascal8


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