Coronavirus, Twitter, 9/18/2020 9:39:20 AM, 235387


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Coronavirus_2020-09-18_01-18-53.xlsx
Coronavirus_2020-09-18_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/3iOcXKI
@realdonaldtrump
@tuckercarlson
@realjameswoods
@thehill
@yashar
@colleen0120
@cnn
@tomfitton
@msnbc
@drdenagrayson

Top hashtags:
#coronavirus
#covid19
#covid_19
#china
#covid
#foxnews
#trump
#breaking
#corona
#axiosonhbo

Description:
Description
The graph represents a network of 9,608 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 September 2020 at 08:40 UTC.

The requested start date was Friday, 18 September 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, 3-minute period from Tuesday, 15 September 2020 at 03:22 UTC to Thursday, 17 September 2020 at 03:25 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 : 9608
Unique Edges : 4676
Edges With Duplicates : 13487
Total Edges : 18163
Number of Edge Types : 5
Tweet : 2451
Retweet : 6261
MentionsInRetweet : 7464
Mentions : 1590
Replies to : 397
Self-Loops : 2489
Reciprocated Vertex Pair Ratio : 0.00153172866520788
Reciprocated Edge Ratio : 0.00305877212147695
Connected Components : 1951
Single-Vertex Connected Components : 603
Maximum Vertices in a Connected Component : 4305
Maximum Edges in a Connected Component : 9805
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.102805
Graph Density : 9.91722400584434E-05
Modularity : 0.540169
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,608 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 September 2020 at 08:40 UTC.

The requested start date was Friday, 18 September 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, 3-minute period from Tuesday, 15 September 2020 at 03:22 UTC to Thursday, 17 September 2020 at 03:25 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 : Coronavirus
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[141] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus
[97] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[72] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[49] https://www.newsweek.com/twitter-suspends-dr-li-meng-yan-wuhan-lab-coronavirus-covid19-1532193
[42] https://www.youtube.com/watch?v=qFlqXPl_hZQ&feature=youtu.be

[36] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[31] https://www.sbs.com.au/news/anti-maskers-in-indonesia-have-been-forced-to-dig-graves-for-coronavirus-victims-as-punishment
[20] https://www.telegraph.co.uk/news/2020/05/24/man-broke-brazil-coronavirus-could-bring-tropical-trump/
[20] https://thenationalpulse.com/breaking/whistleblower-dr-yan-releases-report-suggesting-coronavirus-was-lab-modified/
[17] https://www.washingtonpost.com/health/2020/09/14/michael-caputo-coronavirus-cdc/

Top URLs in Tweet in G1:
[14] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[8] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[7] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus
[6] https://www.cnn.com/2020/09/16/politics/barr-justice-department-speech/index.html
[5] https://www.foxnews.com/politics/democrats-pressure-pelosi-house-leadership-to-move-new-coronavirus-bill
[4] https://www.washingtonpost.com/health/2020/09/14/michael-caputo-coronavirus-cdc/
[4] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[4] https://www.nytimes.com/2020/09/15/opinion/coronavirus-precautions.html
[4] https://thehill.com/homenews/administration/516618-trump-defends-claim-coronavirus-will-disappear-citing-herd-mentality
[4] https://7news.com.au/lifestyle/health-wellbeing/second-lawsuit-filed-over-vic-lockdowns-c-1319493

Top URLs in Tweet in G2:
[28] https://www.youtube.com/watch?v=qFlqXPl_hZQ&feature=youtu.be

[11] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[7] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[5] https://www.forbes.com/sites/alisonescalante/2020/09/08/why-speaking-english-may-spread-more-coronavirus-than-other-languages/#11e43726eeaa
[3] https://sanfrancisco.cbslocal.com/2020/02/24/coronavirus-speaker-house-nancy-pelosi-tours-san-franciscos-chinatown/
[3] https://www.msn.com/en-us/news/us/nevada-removed-from-new-yorks-coronavirus-travel-advisory/ar-BB194MBI
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=84c17db0-f757-11ea-be80-e305d273f83d&url=L25ld3MvZmVhdHVyZXMvMjAyMC0wOS0xNS9jYXJuaXZhbC1zLXJ1YnktcHJpbmNlc3MtY3J1aXNlLXNoaXAtc3ByZWFkLWNvcm9uYXZpcnVzLWFyb3VuZC10aGUtd29ybGQ=
[3] https://www.cnbc.com/2020/09/10/stanford-medical-faculty-lambaste-former-colleague-and-trump-coronavirus-advisor-dr-scott-atlas.html
[3] https://www.cnn.com/2020/09/09/politics/bob-woodward-rage-book-trump-coronavirus/index.html
[2] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809

Top URLs in Tweet in G3:
[6] https://trib.al/sp60Hma
[5] https://trib.al/wirq8z7
[4] https://www.aajtak.in/india/news/story/coronavirus-in-india-latest-updates-51-lakh-covid-19-cases-corona-death-toll-corona-cases-in-india-tally-lbs-1130845-2020-09-17?utm_source=badi_khabar_alert
[4] https://www.aajtak.in/india-today-plus/special-report/story/asia-will-see-first-recession-in-60-years-know-adb-estimate-on-india-1130076-2020-09-15
[3] https://www.washingtonpost.com/politics/2020/09/16/trump-blames-blue-states-coronavirus-death-toll-but-most-recent-deaths-have-been-red-states/
[3] https://www.washingtonpost.com/politics/2020/09/15/international-opinion-united-states-slides-thanks-coronavirus-pandemic/
[3] https://www.usatoday.com/story/news/politics/elections/2020/09/16/trump-blames-blue-states-covid-19-death-rates/5819120002/
[3] https://www.tentaran.com/latest-india-news-today-news-headlines-16th-september-2020/
[3] https://www.worldometers.info/coronavirus/
[3] https://www.tentaran.com/aaj-ke-samachar-16-september-2020-today-news-hindi/

Top URLs in Tweet in G4:
[2] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[2] https://www.miamiherald.com/news/coronavirus/article245736775.html
[1] https://amp.cnn.com/cnn/2020/09/09/politics/bob-woodward-rage-book-trump-coronavirus/index.html
[1] https://video.foxnews.com/v/6191134384001#sp=show-clips
[1] https://twitter.com/emeraldrobinson/status/1233199713257762816
[1] https://abcnews.go.com/Politics/disaster-motion-34-million-travelers-poured-us-coronavirus/story?id=69933625
[1] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus
[1] https://www.inquisitr.com/6121626/coronavirus-enhanced-laboratory/
[1] https://twitter.com/heytammybruce/status/1306025807417159680

Top URLs in Tweet in G5:
[119] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus
[80] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[3] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus.amp?__twitter_impression=true
[1] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[1] https://culturewatchnews.com/a-catholic-priest-is-in-hot-water-after-infuriating-the-left-with-a-fact-about-coronavirus/
[1] https://gop.com/biden-should-be-ashamed-of-himself
[1] https://www.thegatewaypundit.com/2020/09/twitter-shuts-account-china-professor-yan-support-china-created-coronavirus-lab/
[1] https://www.cdc.gov/coronavirus

Top URLs in Tweet in G6:
[3] http://rss.cnn.com/~r/rss/cnn_allpolitics/~3/2B5o4EPPVzc/index.html
[2] https://www.bostonglobe.com/2020/09/15/nation/coronavirus-death-toll-linked-maine-wedding-grows-five/
[2] https://www.cnn.com/videos/politics/2020/09/16/michael-cohen-donald-trump-coronavirus-intv-camerota-newday-vpx.cnn
[2] https://slate.com/news-and-politics/2020/09/trump-coronavirus-woodward-young-people-risk.html?via=rss
[1] https://twitter.com/shimonpro/status/1306406175718678528
[1] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[1] https://twitter.com/nbcnews/status/1306042896408346624

Top URLs in Tweet in G7:
[3] https://thenationalpulse.com/breaking/whistleblower-dr-yan-releases-report-suggesting-coronavirus-was-lab-modified/
[2] https://www.cbsnews.com/news/small-businesses-new-york-city-coronavirus-pandemic-wont-survive-shutdowns/
[1] https://www.espn.com/college-football/story/_/id/29892180/lsu-coach-ed-orgeron-most-team-contracted-coronavirus?platform=amp&__twitter_impression=true
[1] https://twitter.com/foxnashville/status/1306412830422454273
[1] https://www.foxnews.com/politics/trump-campaign-asks-twitter-to-mark-biden-coronavirus-ad-as-manipulated-media-but-company-declines
[1] https://www.dailymail.co.uk/news/article-8730219/amp/US-Ambassador-China-Terry-Branstad-steps-amid-rapidly-deteriorating-relations.html
[1] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[1] https://www.worldometers.info/coronavirus/country/us/
[1] https://twitter.com/sarahkendzior/status/1242822607013122048

Top URLs in Tweet in G8:
[6] https://trib.al/QyO7loy
[3] https://www.bloomberg.com/opinion/articles/2020-09-15/coronavirus-spain-france-and-the-u-k-fail-the-test-and-trace-test?srnd=opinion-technology-and-ideas&utm_source=twitter&utm_content=view&cmpid%3D=socialflow-twitter-view&utm_campaign=socialflow-organic&utm_medium=social
[3] https://www.huffpost.com/entry/coronavirus-doj-democratic-governors-cuomo-whitmer_n_5f46c038c5b6cf66b2b22b75
[3] https://www.washingtonpost.com/politics/woodward-trump-book-coronavirus/2020/09/15/34778718-f771-11ea-89e3-4b9efa36dc64_story.html
[2] https://www.bloomberg.com/opinion/articles/2020-09-12/coronavirus-are-schools-safe-to-reopen-norway-and-germany-offer-a-clue?srnd=opinion-technology-and-ideas&sref=iF3fCXi9&utm_source=twitter&utm_content=view&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-view&utm_medium=social
[2] https://www.cnbc.com/2020/04/17/coronavirus-trump-demands-states-liberate-amid-protests.html
[1] https://on.msnbc.com/2RygT69
[1] https://on.msnbc.com/2ZJX8gy
[1] https://on.msnbc.com/3c3oYcE
[1] https://on.msnbc.com/3lYbQtG

Top URLs in Tweet in G9:
[13] https://thehill.com/changing-america/well-being/prevention-cures/516754-twitter-suspends-account-of-chinese-virologist
[8] https://thehill.com/homenews/news/516654-de-blasio-to-furlough-himself-494-other-staff-members-amid-financial-crunch
[4] https://thehill.com/homenews/administration/516618-trump-defends-claim-coronavirus-will-disappear-citing-herd-mentality
[2] https://thehill.com/changing-america/well-being/prevention-cures/512039-fauci-says-attempt-to-get-coronavirus-herd
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02598-6
[1] https://thehill.com/policy/healthcare/516462-bill-gates-cdc-being-written-out-of-the-picture-on-coronavirus
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/herd-immunity-and-coronavirus/art-20486808
[1] https://www.washingtonpost.com/health/2020/09/12/trump-control-over-cdc-reports/
[1] https://apnews.com/263d072466b2152f175c24f7775b00df
[1] https://news.yahoo.com/michael-caputo-was-brought-in-to-streamline-coronavirus-messaging-he-has-fostered-chaos-instead-194313767.html?soc_src=newsroom&soc_trk=com.apple.UIKit.activity.CopyToPasteboard&.tsrc=newsroom

Top URLs in Tweet in G10:
[9] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[6] https://thenationalpulse.com/breaking/whistleblower-dr-yan-releases-report-suggesting-coronavirus-was-lab-modified/
[3] https://www.youtube.com/watch?v=qFlqXPl_hZQ&feature=youtu.be

[3] http://toi.in/micron/redirect.html?str=3yVuSZ52/a24gk
[2] https://nypost.com/2020/09/04/scientists-cant-explain-puzzling-lack-of-coronavirus-outbreaks-in-africa/
[2] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus
[2] https://justthenews.com/politics-policy/coronavirus/covid-19-vaccine-will-be-free-americans-federal-government-reveals
[2] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[1] https://thehill.com/changing-america/well-being/prevention-cures/516754-twitter-suspends-account-of-chinese-virologist
[1] https://cnn.it/2ZGTLqF

Top Domains
Top Domains in Tweet in Entire Graph:
[361] foxnews.com
[201] twitter.com
[101] co.uk
[95] nytimes.com
[91] cnn.com
[86] washingtonpost.com
[84] com.au
[81] trib.al
[75] youtube.com
[61] newsweek.com

Top Domains in Tweet in G1:
[40] foxnews.com
[40] twitter.com
[30] cnn.com
[18] washingtonpost.com
[17] com.au
[15] nytimes.com
[15] co.uk
[13] cnbc.com
[11] youtube.com
[9] pewresearch.org

Top Domains in Tweet in G2:
[36] youtube.com
[12] foxnews.com
[10] twitter.com
[9] pewresearch.org
[6] abcn.ws
[6] forbes.com
[5] cnn.com
[5] cnbc.com
[5] cbslocal.com
[5] msn.com

Top Domains in Tweet in G3:
[14] trib.al
[11] aajtak.in
[9] washingtonpost.com
[8] twitter.com
[6] usatoday.com
[6] tentaran.com
[4] worldometers.info
[3] scroll.in
[2] wapo.st
[2] vox.com

Top Domains in Tweet in G4:
[4] foxnews.com
[2] twitter.com
[2] miamiherald.com
[1] cnn.com
[1] go.com
[1] inquisitr.com

Top Domains in Tweet in G5:
[203] foxnews.com
[1] culturewatchnews.com
[1] gop.com
[1] thegatewaypundit.com
[1] cdc.gov

Top Domains in Tweet in G6:
[5] cnn.com
[2] twitter.com
[2] bostonglobe.com
[2] slate.com
[1] pewresearch.org

Top Domains in Tweet in G7:
[3] thenationalpulse.com
[2] twitter.com
[2] cbsnews.com
[2] foxnews.com
[1] espn.com
[1] co.uk
[1] worldometers.info

Top Domains in Tweet in G8:
[7] trib.al
[6] washingtonpost.com
[5] bloomberg.com
[5] msnbc.com
[3] twitter.com
[3] cnbc.com
[3] huffpost.com
[3] nytimes.com
[2] cnn.com
[1] foxnews.com

Top Domains in Tweet in G9:
[28] thehill.com
[2] washingtonpost.com
[2] nature.com
[1] mayoclinic.org
[1] apnews.com
[1] yahoo.com
[1] com.au
[1] cnbc.com
[1] house.gov
[1] bostonglobe.com

Top Domains in Tweet in G10:
[14] foxnews.com
[6] thenationalpulse.com
[5] toi.in
[3] youtube.com
[3] justthenews.com
[2] nypost.com
[2] cnn.it
[2] thegatewaypundit.com
[1] thehill.com
[1] gnews.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[802] coronavirus
[398] covid19
[73] covid_19
[44] china
[41] covid
[36] foxnews
[29] trump
[28] breaking
[27] corona
[22] axiosonhbo



Top Hashtags in Tweet in G1:
[105] coronavirus
[47] covid19
[9] foxnews
[6] virus
[6] covid_19
[5] covidー19
[4] 7news
[3] smartnews
[3] corona
[3] covidtesting

Top Hashtags in Tweet in G2:
[114] coronavirus
[35] covid19
[12] facts
[9] foxnews
[9] howwegothere
[9] donaldtrump
[8] covid
[7] trumpknew
[6] trumpvirus
[5] vaccine

Top Hashtags in Tweet in G3:
[67] coronavirus
[18] covid19
[13] trumpwantstoinfectus
[13] presidentofredstatesonly
[6] speakupforengineers
[6] earthquake
[6] carryminati
[6] nepal
[4] coronavirusindia
[4] corona

Top Hashtags in Tweet in G4:
[3] coronavirus
[2] chinavirus
[1] censoredfacts
[1] covid19
[1] trumpknew
[1] 201thousandamericansdead
[1] americans
[1] whistleblower
[1] mindblown
[1] obama

Top Hashtags in Tweet in G5:
[2] foxnews

Top Hashtags in Tweet in G6:
[1] trumpliedamericansdied

Top Hashtags in Tweet in G7:
[4] covid19
[4] coronavirus
[2] china
[1] hongkong

Top Hashtags in Tweet in G8:
[7] covid19
[7] coronavirus
[5] trump
[5] covid
[3] trumpknew
[2] trumphidthetruth
[2] toddlerinchief
[2] coronaviruses
[1] trumpliedpeopledied
[1] trumplies

Top Hashtags in Tweet in G9:
[4] trump
[4] foxnews
[4] herdmentality
[4] coronavirus

Top Hashtags in Tweet in G10:
[16] covid19
[9] coronavirus
[8] ccp
[3] ccpvirus
[3] whistleblower
[3] wuhan
[2] coronavirusoutbreak
[2] covid
[1] chinavirus
[1] limengyan

Top Words
Top Words in Tweet in Entire Graph:
[4675] coronavirus
[1777] trump
[880] covid
[829] chinese
[802] #coronavirus
[581] 19
[539] dr
[536] president
[483] people
[440] deaths

Top Words in Tweet in G1:
[342] coronavirus
[105] #coronavirus
[94] covid
[73] trump
[72] 19
[47] #covid19
[33] casos
[32] more
[30] क
[26] pandemic

Top Words in Tweet in G2:
[242] coronavirus
[189] trump
[174] realdonaldtrump
[114] #coronavirus
[71] abc
[66] covid
[64] americans
[61] vaccine
[55] pandemic
[49] people

Top Words in Tweet in G3:
[314] trump
[233] coronavirus
[152] states
[121] deaths
[104] red
[103] pbump
[86] nearly
[75] ddale8
[73] atrupar
[70] contrary

Top Words in Tweet in G4:
[459] chinese
[240] dr
[235] li
[234] meng
[234] yan
[224] virologist
[219] communist
[215] tuckercarlson
[202] created
[189] intentionally

Top Words in Tweet in G5:
[198] realjameswoods
[117] democrats
[117] jumping
[117] cliffs
[117] over
[117] america
[80] know
[15] china
[14] coronavirus
[13] chinese

Top Words in Tweet in G6:
[219] coronavirus
[160] trump
[151] president
[147] donald
[146] failed
[146] long
[146] before
[146] botched
[146] handling
[146] spread

Top Words in Tweet in G7:
[189] coronavirus
[164] barr
[157] yashar
[155] bill
[155] intrusion
[154] cnn
[154] reporting
[154] attorney
[154] general
[154] speech

Top Words in Tweet in G8:
[95] trump
[77] coronavirus
[47] kylegriffin1
[32] msnbc
[31] donald
[28] woodward
[25] president
[24] 000
[24] city
[23] more

Top Words in Tweet in G9:
[62] thehill
[59] coronavirus
[43] people
[42] house
[41] white
[39] cdc
[39] largely
[39] being
[39] written
[39] picture

Top Words in Tweet in G10:
[69] chinese
[66] dr
[63] yan
[60] limengyan119
[58] virologist
[52] twitter
[52] li
[51] meng
[42] suspended
[42] unusual

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[560] covid,19
[382] chinese,virologist
[371] li,meng
[364] meng,yan
[354] dr,li
[300] donald,trump
[297] virologist,dr
[227] chinese,communist
[199] yan,tuckercarlson
[191] coronavirus,deaths

Top Word Pairs in Tweet in G1:
[69] covid,19
[15] intrusion,civil
[14] chinese,virologist
[13] #coronavirus,#covid19
[12] nuevos,casos
[12] china's,government
[12] government,'intentionally'
[12] 'intentionally',released
[12] released,covid
[12] coronavirus,vaccine

Top Word Pairs in Tweet in G2:
[39] donald,trump
[34] coronavirus,pandemic
[33] town,hall
[32] whistleblower,speaks
[32] speaks,possible
[32] possible,covid
[32] covid,origin
[31] coronavirus,whistleblower
[29] public,health
[28] pandemic,trump

Top Word Pairs in Tweet in G3:
[104] red,states
[70] contrary,trump
[70] trump,attempt
[70] attempt,deflection
[70] deflection,coronavirus
[70] coronavirus,deaths
[70] deaths,mid
[70] mid,june
[70] june,red
[70] states,nearly

Top Word Pairs in Tweet in G4:
[235] dr,li
[234] li,meng
[234] meng,yan
[222] chinese,virologist
[221] virologist,dr
[219] chinese,communist
[199] yan,tuckercarlson
[187] breaking,chinese
[187] tuckercarlson,chinese
[187] communist,party

Top Word Pairs in Tweet in G5:
[117] democrats,jumping
[117] jumping,cliffs
[117] cliffs,over
[117] over,america
[116] realjameswoods,democrats
[79] realjameswoods,know
[8] chinese,virologist
[8] virologist,china's
[8] china's,government
[8] government,'intentionally'

Top Word Pairs in Tweet in G6:
[147] donald,trump
[146] trump,failed
[146] failed,president
[146] president,long
[146] long,before
[146] before,botched
[146] botched,handling
[146] handling,coronavirus
[146] coronavirus,spread
[146] spread,misinformation

Top Word Pairs in Tweet in G7:
[155] bill,barr
[154] cnn,reporting
[154] reporting,attorney
[154] attorney,general
[154] general,bill
[154] barr,speech
[154] speech,coronavirus
[154] coronavirus,closures
[154] closures,greatest
[154] greatest,intrusion

Top Word Pairs in Tweet in G8:
[28] donald,trump
[22] salt,lake
[22] lake,city
[17] indoor,rally
[17] tapes,everything
[16] let's,understand
[16] understand,donald
[16] trump,confessed
[16] confessed,tape
[16] tape,greatest

Top Word Pairs in Tweet in G9:
[41] white,house
[39] cdc,largely
[39] largely,being
[39] being,written
[39] written,picture
[39] picture,people
[39] people,white
[39] house,aren
[39] aren,epidemiologists
[38] thehill,cdc

Top Word Pairs in Tweet in G10:
[55] chinese,virologist
[51] dr,li
[51] li,meng
[50] virologist,dr
[50] meng,yan
[50] yan,limengyan119
[42] twitter,suspended
[31] today,twitter
[31] suspended,acct
[31] acct,chinese

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@kylegriffin1
@joebiden
@merry__berry
@cnn
@realjameswoods
@ddale8
@rahulgandhi
@mmpadellan
@mollyjongfast

Top Replied-To in G2:
@realdonaldtrump
@joebiden
@swatlashoover
@abc
@joeblo67064874
@rebarnick
@gopchairwoman
@gop
@kayleighmcenany
@kamalaharris

Top Replied-To in G3:
@ddale8
@catlady111310
@carole_payne1
@washingtonpost
@reallyamerican1
@aajtak
@gop

Top Replied-To in G4:
@judgejeanine
@jacobisrael71
@crrja5
@blairbrandt
@tuckercarlson

Top Replied-To in G5:
@realjameswoods

Top Replied-To in G6:
@mollyjongfast
@davidfrum

Top Replied-To in G7:
@resisttrump17
@yashar
@meganranney

Top Replied-To in G8:
@kylegriffin1
@jerrysnd
@msnbc
@judah9401
@bryandawsonusa
@anniekarni

Top Replied-To in G9:
@sbg1
@chefcourt1
@zigmanfreud
@yg20910

Top Replied-To in G10:
@limengyan119
@karluskap
@zerohedge
@sandrasbreen
@marshablackburn
@cnni
@stevemanning49

Top Mentioned
Top Mentioned in Entire Graph:
@tuckercarlson
@realjameswoods
@blairbrandt
@realdonaldtrump
@yashar
@ewarren
@pbump
@ddale8
@atrupar
@thehill

Top Mentioned in G1:
@jqllc
@elpotosinet
@laratainfecta
@robrobbedwards
@breystoner
@scrubeustace
@ttgourmet
@rodneyrhodan
@tribunkaltim
@deerhyde

Top Mentioned in G2:
@realdonaldtrump
@abc
@drdenagrayson
@kamalaharris
@youtube
@tomfitton
@davidaxelrod
@joebiden
@thepopcornreel
@mitchellreports

Top Mentioned in G3:
@pbump
@atrupar
@ddale8
@reallyamerican1
@axidentaliberal
@washingtonpost
@enoughoftrumpy
@aajtak
@usatoday
@jeromeadamsmd

Top Mentioned in G4:
@tuckercarlson
@blairbrandt
@emeraldrobinson
@adambaldwin
@no_silenced
@spoxhhs
@realjameswoods
@tnacgal
@trumpwarroom
@gatewaypundit

Top Mentioned in G5:
@realjameswoods
@laylaalisha11
@seancordanon
@steveguest
@pitttweet

Top Mentioned in G6:
@ewarren
@mollyjongfast
@ajzionts
@maggienyt
@jilevin
@the_dan_m
@davidfrum
@dougwise9
@sbg1
@ddale8

Top Mentioned in G7:
@yashar
@existential2020
@gaslitnation
@suilee
@ricksmithshow
@sarahkendzior
@blackwomenviews
@mattzap
@aliciavincler
@doraroserose

Top Mentioned in G8:
@kylegriffin1
@msnbc
@nprkelly
@thereidout
@bryandawsonusa
@anniekarni
@aslavitt
@debramessing
@bopinion
@cuomoprimetime

Top Mentioned in G9:
@thehill
@alexnazaryan
@sbg1
@maddowblog
@ashishkjha
@j_g_allen
@michaelcrowley
@confunctionist
@uniteherelocal1
@thepopcornreel

Top Mentioned in G10:
@limengyan119
@conservamomusa
@timesofindia
@michaelcoudrey
@marshablackburn
@karluskap
@raheemkassam
@iwashrren
@jsolomonreports
@iabhinavkhare

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@extravzla
@sumariumcom
@lasillarota
@dolartoday
@easy_branches
@infolecturas

Top Tweeters in G1:
@caraotadigital
@pulpnews
@extravzla
@sumariumcom
@infolecturas
@2001online
@tempodotco
@davemasters
@gus_802
@limanoticia

Top Tweeters in G2:
@jver1
@marty713
@urbangem
@1catherinesiena
@gregmroscoe
@royaleight
@multijo1
@thr
@foxnews
@chande87

Top Tweeters in G3:
@firstpost
@mjgarciakcmo
@patricklee6669
@rebellegrrl
@redboybroken
@penny_g
@aajtak
@srauer20
@honnenogod
@ancientbob

Top Tweeters in G4:
@legallybae
@mmarty1230
@usatopguns
@quicksilver2723
@siaayrom
@michaelbeatty3
@tnacgal
@ohiowomen4trump
@wingzblessed
@morseherrick

Top Tweeters in G5:
@laylaalisha11
@happyheart411
@casuperrunner
@nuez_martha
@kalv194
@kay646464
@realmathew
@luzabrg
@crt39437
@drhrose

Top Tweeters in G6:
@jilevin
@rodneyclaeys
@bukiwilliams
@runpattirun
@inky_mark
@kat223
@saysshetoday
@dolphsteelbear
@dianexav1
@leslie_resists

Top Tweeters in G7:
@akuma_river
@paulstewartii
@liverpotlian
@vetapologist
@darlene_edw
@skyjones55
@rrnunez
@suescoby
@jonathanjewel
@bettyb00p00

Top Tweeters in G8:
@jcmarbury
@dawnarickelz
@artis_elemental
@funnagan
@bndsnoopy61
@electricboyo
@batsflywest
@ghostofhypotia
@buzzedition
@mcwilkins63

Top Tweeters in G9:
@gottalaff
@thehill
@ungubunugu1274
@jeannie_hartley
@deesbarbara
@jjmplsmn
@candygirlclw
@moontiger5735
@warmongerexpose
@notagentsmith

Top Tweeters in G10:
@timesofindia
@alicia45kag
@zerohedge
@mquirozt
@cjdtwit
@robjh1
@can2geterdone
@skb_sara
@theriseofrod
@conservamomusa


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