COVID, Twitter, 8/1/2020 7:11:46 PM, 231573


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COVID_2020-08-01_00-16-45.xlsx
COVID_2020-08-01_00-16-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 01, 2020
Short Description:
COVID via NodeXL https://bit.ly/3hWwNSR
@stella_immanuel
@realdonaldtrump
@washingtonpost
@vencedormrt
@nytimes
@wake_humanity
@cnni
@resistprofessor
@who
@pmoindia

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

Description:
Description
The graph represents a network of 11,949 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 Saturday, 01 August 2020 at 07:32 UTC.

The requested start date was Saturday, 01 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 2-day, 0-hour, 0-minute period from Tuesday, 28 July 2020 at 12:23 UTC to Thursday, 30 July 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 : 11949
Unique Edges : 6488
Edges With Duplicates : 12298
Total Edges : 18786
Number of Edge Types : 5
Tweet : 3414
Retweet : 5725
MentionsInRetweet : 6625
Replies to : 777
Mentions : 2245
Self-Loops : 3447
Reciprocated Vertex Pair Ratio : 0.00510583980427614
Reciprocated Edge Ratio : 0.010159805270399
Connected Components : 3567
Single-Vertex Connected Components : 899
Maximum Vertices in a Connected Component : 1757
Maximum Edges in a Connected Component : 3606
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 10.659171
Graph Density : 6.6184923913464E-05
Modularity : 0.575705
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 11,949 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 Saturday, 01 August 2020 at 07:32 UTC.

The requested start date was Saturday, 01 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 2-day, 0-hour, 0-minute period from Tuesday, 28 July 2020 at 12:23 UTC to Thursday, 30 July 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:
[28] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[28] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[20] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[16] https://noticias.uol.com.br/saude/ultimas-noticias/redacao/2020/07/21/covid-19-dentrode-casa-estudo.htm
[12] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[12] https://www.foxnews.com/media/hydroxychloroquine-could-save-lives-ingraham-yale-professor
[11] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcoronavirus.medium.com%2Fwe-can-eliminate-covid-19-if-we-want-to-64abc91ccc1c
[11] https://townhall.com/tipsheet/micaelaburrow/2020/07/28/redfield-says-more-abovebase-suicides-than-covid-deaths-n2573278
[10] https://www.theblaze.com/news/yale-epidemiologist-hydroxychloroquine-works-against-covid
[9] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535?amp=1&__twitter_impression=true

Top URLs in Tweet in G1:
[4] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[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.austinmonitor.com/stories/2020/07/commissioners-approve-allocations-for-remainder-of-covid-19-relief-funding/#.XyFp3BL0r70.twitter
[3] https://www.cnn.com/2020/07/28/opinions/trump-fauci-pouting-covid-dying-dantonio/index.html
[3] https://www.washingtonpost.com/nation/2020/07/30/louie-gohmert-covid-hydroxychloroquine/
[2] https://sportsmockery.com/2020/07/chicago-bears-covid-protection-tech-is-straight-out-of-science-fiction/
[2] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[2] https://twitter.com/berniesanders/status/1287947590559031296
[2] https://www.theguardian.com/world/2020/jul/23/preventing-next-pandemic-fraction-cost-covid-19-economic-fallout

Top URLs in Tweet in G2:
[4] https://www.politicalflare.com/2020/07/in-the-middle-of-a-covid-recession-trump-wants-377-million-to-renovate-the-west-wing/
[3] https://www.houstonchronicle.com/opinion/outlook/article/Secretary-of-Energy-COVID-19-brought-oil-gas-Trump-15394017.php
[3] https://nationalfile.com/elderly-man-allegedly-beaten-by-covid-19-patient-placed-in-nursing-home-by-whitmer-dies-after-attack/
[2] https://www.katychristianmagazine.com/2020/07/27/dr-stella-immanuel-fights-for-covid-cure-we-already-have/
[2] https://hillreporter.com/breaking-twitter-suspends-trump-jr-for-posting-harmful-covid-19-information-74605
[2] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[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/
[2] https://townhall.com/tipsheet/micaelaburrow/2020/07/28/redfield-says-more-abovebase-suicides-than-covid-deaths-n2573278
[1] https://www.foxnews.com/sports/mlb-investigating-massively-disruptive-incident-that-caused-marlins-covid-19-outbreak
[1] https://twitter.com/club4growth/status/1287765959416184834

Top URLs in Tweet in G3:
[7] 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
[2] https://khabar.ndtv.com/news/india/covid-19-pandemic-country-s-first-mother-child-vertical-transmission-case-recorded-in-pune-2270122
[2] https://www.indiatvnews.com/education/higher-studies-postpone-jee-neet-exams-students-demand-covid-twitter-ramesh-pokhriyal-nishank-637748
[2] https://www.republicworld.com/entertainment-news/whats-viral/mumbai-police-spreads-awareness.html
[2] https://www.timesnownews.com/india/article/karnataka-covid-19-patients-beware-your-call-records-are-being-tracked/628224
[2] https://indianexpress.com/article/coronavirus/coronavirus-covid-19-drugs-latest-updates-itolizumab-remdesivir-dexamethasone-6527396/
[1] https://khabar.ndtv.com/news/india/horrified-by-covid-bills-surat-businessman-converts-office-into-hospital-2270849
[1] https://bit.ly/31fmIdl
[1] https://www.indiatvnews.com/news/india/health-ministry-says-herd-immunity-can-only-be-achieved-through-immunisation-coronavirus-vaccine-638336

Top URLs in Tweet in G4:
[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://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 G5:
[7] https://townhall.com/tipsheet/micaelaburrow/2020/07/28/redfield-says-more-abovebase-suicides-than-covid-deaths-n2573278
[3] https://www.youtube.com/watch?v=SwbICfJ6ePs&feature=youtu.be

[1] https://www.sciencedirect.com/science/article/pii/S1201971220305282
[1] https://docs.google.com/document/d/e/2PACX-1vTi-g18ftNZUMRAj2SwRPodtscFio7bJ7GdNgbJAGbdfF67WuRJB3ZsidgpidB2eocFHAVjIL-7deJ7/pub
[1] https://www.americasfrontlinedoctors.com/
[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
[1] https://www.youtube.com/watch?v=23n3ddntElo&feature=youtu.be

Top URLs in Tweet in G6:
[5] https://mazo4f.com/vacuna-contra-el-covid-19-debera-tener-una-efectividad-del-80-para-extinguir-la-pandemia
[4] https://mazo4f.com/el-portavoz-del-gobierno-de-iran-dio-positivo-al-covid-19
[3] https://trib.al/7iCOKu2
[3] https://mazo4f.com/alcaldia-de-caracas-reordeno-actividades-de-los-mercados-municipales-por-el-covid-19
[3] https://mazo4f.com/estados-unidos-comienza-un-ensayo-con-30000-voluntarios-para-vacuna-de-covid-19
[2] http://www.minci.gob.ve/venezuela-mantiene-produccion-de-alimentos-en-medio-de-la-pandemia-por-covid-19/
[2] https://www.abc.es/deportes/futbol/abci-estratosferica-cifra-perdido-grandes-clubes-covid-19-202007300120_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=ZDdjbzQy
[2] https://www.propublica.org/article/fire-through-dry-grass-andrew-cuomo-saw-covid-19-threat-to-nursing-homes-then-he-risked-adding-to-it
[2] https://mazo4f.com/presidenta-de-facto-de-bolivia-anuncio-que-supero-el-covid-19-y-retorna-al-trabajo-normal
[2] https://mazo4f.com/comunidad-del-caribe-evalua-acciones-de-seguridad-ante-covid-19

Top URLs in Tweet in G7:
[4] https://freebeacon.com/coronavirus/states-have-spent-little-of-150-billion-covid-relief-fund/
[3] https://www.theblaze.com/news/yale-epidemiologist-hydroxychloroquine-works-against-covid
[2] https://www.bbc.com/news/uk-scotland-edinburgh-east-fife-53558082
[2] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[1] https://www.dispatch.com/news/20200729/ohio-pharmacy-board-bans-hydroxychloroquine-as-coronavirus-treatment
[1] https://www.nytimes.com/2020/07/28/world/coronavirus-covid-19.html#link-1e0e9a70
[1] https://www.thedailybeast.com/trump-covid-task-force-tells-governors-make-masks-mandatory-before-you-fall-into-red-zone
[1] https://www.nbcnews.com/politics/donald-trump/fauci-says-video-trump-promoted-claiming-drug-coronavirus-cure-isn-n1235222
[1] https://www.nbcnews.com/politics/2020-election/biden-slams-trump-promoting-false-covid-19-claims-crazy-woman-n1235235
[1] https://www.newsmax.com/newsmax-tv/samadi-hcq-twitter/2020/07/29/id/979655/

Top URLs in Tweet in G8:
[2] https://nbcnews.trib.al/MNIqNN2
[2] https://trib.al/Y78zde2
[1] https://on.msnbc.com/39HDpBR
[1] https://on.msnbc.com/2P6pyvi
[1] https://on.msnbc.com/3feF4Qy
[1] https://on.msnbc.com/3hODJl1
[1] https://on.msnbc.com/334bn2d
[1] https://cnn.it/2X7LYAK
[1] https://cnn.it/30U3sS7
[1] https://cnn.it/3jWtKfw

Top URLs in Tweet in G9:
[7] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[2] https://www.youtube.com/watch?v=HIdLAyGksGk&feature=youtu.be

[2] https://www.thegatewaypundit.com/2020/07/need-help-brave-frontline-covid-doc-stella-immanuel-asks-patients-cured-hcq-speak-video/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://patriotdailypress.com/2020/07/18/why-is-early-detection-and-treatment-being-ignored-in-covid-19/
[2] https://www.physiciansweekly.com/covid-19-va-study-points-to-increased-mortality-with-hydroxychloroquine/
[2] https://www.politifact.com/factchecks/2020/jul/28/stella-immanuel/dont-fall-video-hydroxychloroquine-not-covid-19-cu/
[2] https://www.thegatewaypundit.com/2020/07/not-tested-600000-accidentally-told-covid-19/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[2] https://www.thegatewaypundit.com/2020/07/dr-james-todaro-google-youtube-censored-paper-outlining-evidence-hcq-treating-covid-19-violating-terms-service/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.youtube.com/watch?v=4ggiwwTnTwo&feature=youtu.be

[1] https://www.cdc.gov/nchs/fastats/older-american-health.htm

Top URLs in Tweet in G10:
[1] https://cis.org/Bensman/Mounting-Evidence-Points-Covid-Refugees-Mexico-Major-Factor-BorderState-Spikes
[1] https://twitter.com/brendanbuck/status/1288551436045950980
[1] https://www.washingtonpost.com/powerpost/born-again-fiscal-conservatives-are-sign-of-trumps-weakening-hand-in-congress/2020/07/29/fa4da31a-d1a5-11ea-8d32-1ebf4e9d8e0d_story.html
[1] https://twitter.com/playbookplus/status/1288782493626372096
[1] https://www.latimes.com/business/story/2020-07-29/covid-employer-liability
[1] https://twitter.com/forwardarc/status/1288802786943963137
[1] https://covidstates.net/COVID19%20CONSORTIUM%20REPORT%206%20APPROVAL%20JULY%202020.pdf
[1] https://twitter.com/politicsreid/status/1288697742542299136
[1] https://twitter.com/therecount/status/1288577803387117572
[1] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment

Top Domains
Top Domains in Tweet in Entire Graph:
[313] twitter.com
[82] bit.ly
[58] co.uk
[56] com.br
[52] thedailybeast.com
[47] theguardian.com
[46] youtube.com
[43] nytimes.com
[42] newsweek.com
[31] cnn.com

Top Domains in Tweet in G1:
[89] twitter.com
[15] com.br
[12] theguardian.com
[12] co.uk
[10] nytimes.com
[8] instagram.com
[7] youtube.com
[7] washingtonpost.com
[7] cnn.com
[6] linkedin.com

Top Domains in Tweet in G2:
[10] twitter.com
[4] politicalflare.com
[4] thedailybeast.com
[3] houstonchronicle.com
[3] nationalfile.com
[3] hillreporter.com
[2] foxnews.com
[2] katychristianmagazine.com
[2] fda.gov
[2] detroitnews.com

Top Domains in Tweet in G3:
[9] ndtv.com
[7] pscp.tv
[3] indiatvnews.com
[3] twitter.com
[2] bit.ly
[2] republicworld.com
[2] timesnownews.com
[2] indianexpress.com
[1] narendramodi.in
[1] youtube.com

Top Domains in Tweet in G4:
[1] thegatewaypundit.com
[1] truepundit.com

Top Domains in Tweet in G5:
[7] townhall.com
[6] youtube.com
[1] sciencedirect.com
[1] google.com
[1] americasfrontlinedoctors.com
[1] threadreaderapp.com

Top Domains in Tweet in G6:
[19] mazo4f.com
[12] gob.ve
[3] trib.al
[2] abc.es
[2] twitter.com
[2] propublica.org
[1] wapo.st
[1] org.ve
[1] orfonline.org

Top Domains in Tweet in G7:
[4] freebeacon.com
[3] theblaze.com
[2] nbcnews.com
[2] bbc.com
[2] thehill.com
[1] dispatch.com
[1] nytimes.com
[1] thedailybeast.com
[1] newsmax.com
[1] newsmaxtv.com

Top Domains in Tweet in G8:
[8] cnn.it
[6] msnbc.com
[6] trib.al
[4] nbcnews.to
[3] abcn.ws
[2] twitter.com
[1] bit.ly
[1] go.com
[1] surveymonkey.com
[1] newsweek.com

Top Domains in Tweet in G9:
[10] thegatewaypundit.com
[7] youtube.com
[7] newsweek.com
[2] patriotdailypress.com
[2] physiciansweekly.com
[2] politifact.com
[1] cdc.gov
[1] bloomberg.com

Top Domains in Tweet in G10:
[6] twitter.com
[1] cis.org
[1] washingtonpost.com
[1] latimes.com
[1] covidstates.net
[1] thehill.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[260] covid19
[174] covid
[131] covid_19
[104] covid__19
[90] coronavirus
[68] hydroxychloroquine
[52] করোনায়ব্যর্থমমতা
[26] awaninews
[23] hapuscovid19
[22] postponejee_neetincovid



Top Hashtags in Tweet in G1:
[37] covid19
[25] covid
[20] coronavirus
[16] covid_19
[16] covid__19
[9] করোনায়ব্যর্থমমতা
[3] hydroxychloroquine
[3] 7/29/2020 12:00:00 AM
[2] vaccine
[2] pandemic

Top Hashtags in Tweet in G2:
[19] hydroxychloroquineworks
[6] hcqworks
[5] hydroxychloroquine
[3] whyidontliketrump
[2] zoll
[2] trumpvirus
[2] 98days
[2] lyingtrump
[1] covid__19
[1] rwanda

Top Hashtags in Tweet in G3:
[14] postponejee_neetincovid
[8] cancelcompartmentexam2020
[7] indiafightscorona
[5] ayodhya
[5] covid__19
[5] covid
[4] rammandir
[4] covid19
[4] hpcl
[3] healthministry

Top Hashtags in Tweet in G4:
[16] hydroxychloroquine
[4] cdc
[2] drfraudfauci
[2] drdoomfauci
[1] hydroxycholoroquine
[1] covid

Top Hashtags in Tweet in G5:
[5] whitecoatsummit
[3] hcqworks
[2] hydroxychloroquine
[1] covid
[1] covid19
[1] reopenamerica
[1] stopcensorship

Top Hashtags in Tweet in G6:
[10] diosdadopalantevenceremos
[8] covid_19
[8] notimippci
[8] 7/28/2020 12:00:00 AM
[5] participayelige
[5] 66añoschávezinvicto
[4] 0.5
[4] AM
[4] 7/30/2020 12:00:00 AM
[4] 66añoschavezinvicto

Top Hashtags in Tweet in G7:
[7] whitecoatsummit

Top Hashtags in Tweet in G8:
[3] covid
[3] compassionaterelease
[1] covidinamerica
[1] wearamask
[1] covid19

Top Hashtags in Tweet in G9:
[2] covid
[2] covid19
[1] zelenkoprotocol

Top Hashtags in Tweet in G10:
[2] covid
[1] draintheswamp

Top Words
Top Words in Tweet in Entire Graph:
[8050] covid
[4299] 19
[634] people
[395] cases
[392] more
[378] patients
[368] trump
[360] hydroxychloroquine
[312] क
[305] deaths

Top Words in Tweet in G1:
[801] covid
[469] 19
[50] cases
[38] more
[37] people
[36] #covid19
[36] sa
[33] trump
[31] coronavirus
[31] 2020

Top Words in Tweet in G2:
[216] covid
[86] 19
[82] realdonaldtrump
[51] stella_immanuel
[43] hcq
[33] patients
[33] over
[33] already
[32] hydroxychloroquine
[31] doctor

Top Words in Tweet in G3:
[145] covid
[80] क
[77] र
[73] स
[68] 19
[67] प
[63] म
[50] ह
[48] ज
[42] ट

Top Words in Tweet in G4:
[78] covid
[64] drugs
[41] people
[35] use
[34] gitrdonelarry
[33] social
[33] media
[33] lets
[33] fast
[33] food

Top Words in Tweet in G5:
[89] covid
[64] drsimonegold
[58] 19
[53] hcq
[38] jamestodaromd
[37] patients
[34] state
[34] ohio
[32] treatment
[27] physicians

Top Words in Tweet in G6:
[94] covid
[79] 19
[26] casos
[22] washingtonpost
[15] over
[13] contra
[13] están
[13] conelmazodando
[12] venezuela
[10] janicedean

Top Words in Tweet in G7:
[72] covid
[51] michaelcoudrey
[43] 19
[39] hydroxychloroquine
[36] media
[30] medical
[29] effective
[28] treat
[22] physician
[19] atlanta

Top Words in Tweet in G8:
[82] covid
[69] 19
[37] cnn
[23] trump
[22] hydroxychloroquine
[21] dr
[20] coronavirus
[19] gohmert
[19] fauci
[18] msnbc

Top Words in Tweet in G9:
[47] covid
[25] 19
[23] need
[21] youtube
[19] video
[18] frontline
[16] hcq
[14] gatewaypundit
[13] doctors
[12] zev_dr

Top Words in Tweet in G10:
[69] covid
[33] 19
[21] replouiegohmert
[19] dr
[16] bennyjohnson
[12] jakesherman
[12] fact
[11] mask
[11] cnn
[11] chriscuomo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4240] covid,19
[159] cartilla,covid
[132] due,covid
[127] positive,covid
[107] 19,cases
[104] 19,pandemic
[104] contra,covid
[101] positif,covid
[97] during,covid
[93] social,media

Top Word Pairs in Tweet in G1:
[458] covid,19
[14] 19,cases
[13] due,covid
[12] sa,covid
[12] positive,covid
[11] 19,pandemic
[10] tested,positive
[9] casos,covid
[9] contra,covid
[9] #কর,ন

Top Word Pairs in Tweet in G2:
[86] covid,19
[22] covid,patients
[21] fake,science
[21] proven,conclusively
[21] conclusively,used
[21] used,consistently
[21] consistently,reduce
[21] reduce,already
[21] already,declining
[19] #hydroxychloroquineworks,proven

Top Word Pairs in Tweet in G3:
[63] covid,19
[24] क,र
[18] प,ज
[18] स,ज
[14] म,क
[14] ज,य
[14] य,द
[13] र,न
[13] न,प
[13] भ,रत

Top Word Pairs in Tweet in G4:
[33] social,media
[33] media,lets
[33] lets,people
[33] people,fast
[33] fast,food
[33] food,drugs
[33] drugs,use
[33] use,riot
[33] riot,locations
[33] locations,sexual

Top Word Pairs in Tweet in G5:
[58] covid,19
[34] state,ohio
[19] patients,covid
[18] practicing,physicians
[17] ohio,officially
[17] officially,bans
[17] bans,pharmacies
[17] pharmacies,giving
[17] giving,hcq
[17] hcq,prescriptions

Top Word Pairs in Tweet in G6:
[79] covid,19
[14] casos,covid
[12] contra,covid
[9] two,trader
[9] trader,joe
[9] joe,customers
[9] customers,asked
[9] asked,put
[9] put,masks
[9] masks,attacked

Top Word Pairs in Tweet in G7:
[43] covid,19
[28] treat,covid
[19] physician,atlanta
[19] atlanta,hydroxychloroquine
[19] hydroxychloroquine,safe
[19] safe,effective
[19] effective,medicine
[19] medicine,treat
[19] 19,notes
[19] notes,media

Top Word Pairs in Tweet in G8:
[69] covid,19
[17] dr,fauci
[14] president,trump
[13] tested,positive
[12] louie,gohmert
[12] republican,covid
[12] 19,response
[11] heart,health
[11] response,bill
[11] bill,includes

Top Word Pairs in Tweet in G9:
[25] covid,19
[10] need,help
[10] help,brave
[10] brave,frontline
[10] frontline,covid
[10] covid,doc
[10] doc,stella
[10] stella,immanuel
[10] immanuel,asks
[10] asks,patients

Top Word Pairs in Tweet in G10:
[33] covid,19
[10] dr,stella
[10] stella,immanuel
[10] fun,fact
[10] fact,guy
[10] guy,right
[10] right,charge
[10] charge,covid
[10] 19,data
[10] data,rerouted

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cnn
@drrpnishank
@erictrump
@williamsruto
@humasresprob1
@thehill
@narendramodi
@funder
@mollyjongfast

Top Replied-To in G2:
@realdonaldtrump
@joebiden
@therickwilson
@jimmythedragon
@drsanjaygupta
@9newsnancy
@evanakilgore
@spilkerdevin
@fineout
@devinmcloud

Top Replied-To in G3:
@drrpnishank
@narendramodi
@barandbench
@ysjagan
@rika48182304
@anildeshmukhncp
@tmrpul
@advocate_alakh
@_itsaakash_
@rahulgandhi

Top Replied-To in G4:
@realericcarmen
@gitrdonelarry
@proctermd

Top Replied-To in G5:
@drsimonegold
@sarathor4
@thatsjustbogus
@jewishgentle7

Top Replied-To in G6:
@washingtonpost
@allisong1523

Top Replied-To in G7:
@drdavidsamadi
@marklevinshow
@kylegriffin1
@michaelcoudrey
@concern09017991
@hotasm

Top Replied-To in G8:
@cnn
@abc
@jgaffneyusn
@leannar1225
@govbilllee

Top Replied-To in G9:
@erictrump
@drsanjaypsahoo
@redheadbeauty4
@jengriffinfnc
@ironvapin
@durgin_laura
@dcexaminer
@llamaraleigh
@sternshow

Top Replied-To in G10:
@replouiegohmert
@speakerpelosi
@acyn
@xtartanforeverx
@gopleader
@loverofse7en
@cnn

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@ardilol
@drsimonegold
@stella_immanuel
@mmpadellan
@michaelcoudrey
@ryanafournier
@pabloiglesias
@dc_draino
@berniesanders

Top Mentioned in G1:
@rajupatel635448
@juanchomaza
@capitalparanae1
@conassoficial
@mochievaa
@luisfcespedes
@ddanpereira
@carloszambrano7
@tawasulq8

Top Mentioned in G2:
@realdonaldtrump
@stella_immanuel
@rudygiuliani
@evanakilgore
@joebiden
@jackposobiec
@stellae78000229
@realtuckfrumper
@willsommer
@elijahschaffer

Top Mentioned in G3:
@pmoindia
@narendramodi
@drrpnishank
@sonusood
@nidhiindiatv
@hrdministry
@ndtvindia
@bjp4india
@cbseindia29
@amitshah

Top Mentioned in G4:
@gitrdonelarry
@liz_wheeler
@mitchellvii
@deanna4congress
@proctermd
@james78141017
@susanstjames3
@jamestodaromd
@true_pundit
@arturoedvardsen

Top Mentioned in G5:
@drsimonegold
@jamestodaromd
@fleccas
@squarespace
@katiepavlich
@charliekirk11
@michaelcoudrey
@unrollhelper
@sarathor4
@aje430150

Top Mentioned in G6:
@washingtonpost
@conelmazodando
@janicedean
@nicolasmaduro
@drodriven2
@partidopsuv
@mippcivzla
@minsaludve
@vtvcanal8
@libertad020

Top Mentioned in G7:
@michaelcoudrey
@kylegriffin1
@drdavidsamadi
@aoc
@marklevinshow
@jzembik
@stella_immanuel
@govmikehuckabee
@newsmax

Top Mentioned in G8:
@cnn
@msnbc
@juddlegum
@nbcnews
@abc
@joenbc
@yamiche
@drjashton
@peopledailyke
@wendymeer11

Top Mentioned in G9:
@youtube
@gatewaypundit
@zev_dr
@twitter
@facebook
@alexberenson
@donaldjtrumpjr
@cdcgov
@casper4colorado
@realdo

Top Mentioned in G10:
@replouiegohmert
@bennyjohnson
@jakesherman
@chriscuomo
@brasilmagic
@speakerpelosi
@foxnews
@apalmerdc
@senschumer
@philiprucker

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@virginmedia
@tomthunkitsmind
@oldlady12345
@contrapuntovzla
@okezonenews
@detikcom
@kompascom

Top Tweeters in G1:
@contrapuntovzla
@bankingnewsgr
@2001online
@john1966olsen
@ary_antipt
@marketcurrents
@ntelevisa_com
@forrest_job
@vanguardngrnews
@drpatfarrell

Top Tweeters in G2:
@metaquest
@xformed
@way2gosassy
@beanfrompa
@lauriespoon
@freddyeuclides
@therickwilson
@bbcworld
@rhapsodynbloom
@conniesuverkrup

Top Tweeters in G3:
@indiatoday
@httweets
@ndtv
@indianexpress
@theofficialsbi
@timesnow
@indiatvnews
@prameshjain12
@aajtak
@the_hindu

Top Tweeters in G4:
@ebe2014
@texianrising
@mitchellvii
@dmca91
@free_thoughts_1
@true_pundit
@cicigtz
@incorrigible2
@wynsumly
@junipersage1

Top Tweeters in G5:
@veram43395421
@altv8480
@molly649
@siestabuffy
@teamcombover16
@vollrathtammie
@stuffupstairs
@codeezra
@julieporterj4
@vonzion

Top Tweeters in G6:
@conelmazodando
@vtvcanal8
@ccolba21
@partidopsuv
@amelia74698445
@abc_es
@rnvinformativa
@washingtonpost
@iamsophianelson
@vencedormrt

Top Tweeters in G7:
@cc125
@nvania
@pjsullivan442
@46mingo
@monaca6
@1982jjessin
@adnildyob
@tracy_texas6
@givehillhell
@newsmax

Top Tweeters in G8:
@oldlady12345
@backstorymom1
@1loriking
@very_nessasary
@govsherazkhan
@mumat__
@daretothink53
@jlfleite
@cnn
@abc

Top Tweeters in G9:
@dcexaminer
@phillyeaglesfa1
@drsanjaypsahoo
@mlb
@rnrflorida
@khushbookadri
@zamrzlamike
@angelwspirit13
@gatewaypundit
@jganos

Top Tweeters in G10:
@foxnews
@brasilmagic
@montpellier21
@write2bheard1
@therealgloria
@pergoladavid
@jilgner
@farrocklori
@rocketj21
@jumboglo