Coronavirus, Twitter, 9/19/2020 11:19:24 AM, 235469


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Coronavirus_2020-09-19_02-55-32.xlsx
Coronavirus_2020-09-19_02-55-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/35RBGdg
@realdonaldtrump
@yashar
@peterbakernyt
@cnn
@colleen0120
@washingtonpost
@thehill
@tuckercarlson
@ewarren
@joebiden

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#corona
#trump
#foxnews
#breaking
#india
#lockdown

Description:
Description
The graph represents a network of 9,375 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 Saturday, 19 September 2020 at 10:17 UTC.

The requested start date was Saturday, 19 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 Wednesday, 16 September 2020 at 03:22 UTC to Friday, 18 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 : 9375
Unique Edges : 4281
Edges With Duplicates : 13640
Total Edges : 17921
Number of Edge Types : 5
Retweet : 6242
MentionsInRetweet : 7321
Tweet : 2454
Replies to : 413
Mentions : 1491
Self-Loops : 2494
Reciprocated Vertex Pair Ratio : 0.00158910329171396
Reciprocated Edge Ratio : 0.00317316409791478
Connected Components : 1937
Single-Vertex Connected Components : 596
Maximum Vertices in a Connected Component : 4177
Maximum Edges in a Connected Component : 9800
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.933912
Graph Density : 0.000100408221321385
Modularity : 0.526571
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,375 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 Saturday, 19 September 2020 at 10:17 UTC.

The requested start date was Saturday, 19 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 Wednesday, 16 September 2020 at 03:22 UTC to Friday, 18 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:
[57] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[53] https://www.newsweek.com/twitter-suspends-dr-li-meng-yan-wuhan-lab-coronavirus-covid19-1532193
[45] https://www.washingtonpost.com/politics/olivia-troye-coronavirus-white-house/2020/09/17/d3f67ede-f8ed-11ea-a510-f57d8ce76e11_story.html
[45] https://www.foxnews.com/media/tucker-carlson-argues-american-scientists-ignored-basic-question-of-coronavirus-pandemic-where-did-this-illness-come-from
[30] https://www.youtube.com/watch?v=qFlqXPl_hZQ&feature=youtu.be

[24] https://thehill.com/homenews/senate/516938-second-gop-senator-to-quarantine-after-exposure-to-coronavirus
[24] https://www.telegraph.co.uk/news/2020/05/24/man-broke-brazil-coronavirus-could-bring-tropical-trump/
[21] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[20] https://www.nytimes.com/2020/09/17/health/coronavirus-testing-cdc.html
[18] https://www.cnn.com/2020/09/17/politics/former-pence-aide-coronvirus-task-force-slams-trump/index.html

Top URLs in Tweet in G1:
[9] https://www.washingtonpost.com/politics/olivia-troye-coronavirus-white-house/2020/09/17/d3f67ede-f8ed-11ea-a510-f57d8ce76e11_story.html
[8] https://www.foxnews.com/media/chinese-virologist-government-intentionally-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
[5] https://www.nytimes.com/2020/09/17/health/coronavirus-testing-cdc.html?smid=tw-share
[3] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[3] https://www.nytimes.com/2020/09/15/opinion/coronavirus-precautions.html?smid=tw-share
[3] https://www.cnn.com/2020/09/16/politics/donald-trump-coronavirus-masks-health-experts/index.html
[3] https://www.washingtonpost.com/politics/trump-woodward-coronavirus-downplay-ten-days/2020/09/16/6529318c-f69e-11ea-a275-1a2c2d36e1f1_story.html
[3] https://www.rawstory.com/2020/09/bill-barr-other-than-slavery-lockdowns-are-worst-intrusion-on-civil-liberties-in-history/

Top URLs in Tweet in G2:
[9] https://www.cnn.com/2020/09/17/politics/former-pence-aide-coronvirus-task-force-slams-trump/index.html
[8] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[6] https://www.nytimes.com/2020/09/17/health/coronavirus-testing-cdc.html
[3] https://www.businessinsider.com/video-aide-trump-didnt-want-to-shake-hands-disgusting-supporters-2020-9?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[3] https://joebiden.com/joes-vision/
[3] https://mobilize.us/2020victory
[3] https://sanfrancisco.cbslocal.com/2020/02/24/coronavirus-speaker-house-nancy-pelosi-tours-san-franciscos-chinatown/
[2] https://www.pscp.tv/w/cjEkrDFkdktPWlduZGtwUVh8MVlxeG9ScnZYTGFKdoQ3GkvwKAOVaJ0daoxOEBCX6BDdM2Ki_R_TIDH2rm64
[2] https://www.msn.com/en-us/news/us/nevada-removed-from-new-yorks-coronavirus-travel-advisory/ar-BB194MBI
[2] https://www.whitehouse.gov/briefings-statements/remarks-president-trump-vice-president-pence-members-coronavirus-task-force-press-briefing-24/

Top URLs in Tweet in G3:
[23] https://thehill.com/homenews/senate/516938-second-gop-senator-to-quarantine-after-exposure-to-coronavirus
[14] https://thehill.com/changing-america/well-being/prevention-cures/516754-twitter-suspends-account-of-chinese-virologist
[12] https://www.reuters.com/article/uk-health-coronavirus-usa-immunization-e-idUKKBN2683CQ?taid=5f64278b52e7ef0001309101&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[9] https://www.reuters.com/article/health-coronavirus-usa-vaccines-idINKBN26907S?taid=5f64264007638d0001275b2c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://thehill.com/homenews/news/516654-de-blasio-to-furlough-himself-494-other-staff-members-amid-financial-crunch
[6] https://thehill.com/policy/healthcare/516945-eyeglasses-may-help-protect-against-coronavirus-study
[6] https://www.ndtv.com/india-news/coronavirus-india-live-updates-serum-institute-gets-nod-to-resume-oxford-covid-19-vaccine-trial-in-india-2296014
[4] https://www.9news.com.au/national/coronavirus-australia-unemployment-rate-68-per-cent-august-2020/af5867bb-be53-4b12-bf91-88f975802361?ocid=Social-9News
[4] https://trib.al/OiDRgnj
[4] https://www.today.com/video/clear-the-list-founder-shares-need-for-classroom-supplies-during-coronavirus-90728517970

Top URLs in Tweet in G4:
[46] https://www.newsweek.com/twitter-suspends-dr-li-meng-yan-wuhan-lab-coronavirus-covid19-1532193
[3] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[3] 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.youtube.com/watch?v=qFlqXPl_hZQ&feature=youtu.be

[1] https://video.foxnews.com/v/6191544323001
[1] https://www.newsweek.com/fact-check-does-new-study-give-evidence-that-coronavirus-was-made-lab-1532068
[1] https://amp.cnn.com/cnn/2020/09/09/politics/bob-woodward-rage-book-trump-coronavirus/index.html
[1] https://www.breitbart.com/tech/2020/09/16/twitter-blacklists-chinese-virologist-who-claims-coronavirus-was-manufactured-in-wuhan-lab/
[1] https://video.foxnews.com/v/6191134384001#sp=show-clips

Top URLs in Tweet in G5:
[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.tentaran.com/latest-india-news-today-news-headlines-16th-september-2020/
[3] https://www.washingtonpost.com/politics/2020/09/15/international-opinion-united-states-slides-thanks-coronavirus-pandemic/
[3] https://www.univision.com/noticias/estados-unidos/casi-la-mitad-de-los-internos-en-el-centro-de-adelanto-a-los-que-se-le-hizo-la-prueba-dieron-positivo-por-coronavirus?utm_campaign=Aqu%C3%AD+y+Ahora,Primer+Impacto,Univision+Noticias,UnivisionSalud&utm_medium=social&utm_source=facebook
[3] https://www.worldometers.info/coronavirus/
[2] https://www.theatlantic.com/politics/archive/2020/08/trumps-lies-about-coronavirus/608647/
[2] https://www.vox.com/2020/9/15/21437802/trump-woodward-audio-coronavirus-killer
[2] http://www.lavozdelsur.com.mx/se-reportan-30-nuevos-portadores-de-coronavirus-en-el-sur-de-jalisco/
[2] https://www.nakkheeran.in/24-by-7-news/world/world-wide-peoples-coronavirus-1
[2] https://www.facebook.com/healthychhattisgarh/posts/172950047646373

Top URLs in Tweet in G6:
[9] https://www.washingtonpost.com/us-policy/2020/09/17/usps-trump-coronavirus-amazon-foia/
[5] https://trib.al/wirq8z7
[5] https://trib.al/sp60Hma
[3] https://trib.al/nx2UOxv
[2] https://trib.al/ao3fdSm
[2] https://www.nola.com/news/coronavirus/article_267eae40-f91d-11ea-83d3-539eab582c24.html
[2] https://www.latimes.com/entertainment-arts/story/2020-05-29/coronavirus-reopening-cities-housing-to-offices-how-covid-19-will-reset-architecture-in-cities
[1] https://www.washingtonpost.com/politics/olivia-troye-coronavirus-white-house/2020/09/17/d3f67ede-f8ed-11ea-a510-f57d8ce76e11_story.html
[1] https://wapo.st/2ZFSS1l
[1] https://trib.al/Qjr6wb3

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.reuters.com/article/us-health-coronavirus-beijing-masks-idUSKBN25H0H8
[1] https://www.foxnews.com/us/chicago-homicides-up-52-amid-coronavirus-on-tap-for-one-of-the-most-violent-years-in-decades
[1] https://www.foxnews.com/politics/trump-campaign-asks-twitter-to-mark-biden-coronavirus-ad-as-manipulated-media-but-company-declines
[1] https://www.washingtonexaminer.com/news/coronavirus-whistleblower-praised-pandemic-response-before-leaving-white-house
[1] https://twitter.com/foxnashville/status/1306412830422454273
[1] https://www.worldometers.info/coronavirus/country/us/
[1] https://twitter.com/sarahkendzior/status/1242822607013122048

Top URLs in Tweet in G8:
[6] https://www.miamiherald.com/news/coronavirus/article245754170.html
[1] https://www.washingtonpost.com/politics/olivia-troye-coronavirus-white-house/2020/09/17/d3f67ede-f8ed-11ea-a510-f57d8ce76e11_story.html
[1] https://www.miamiherald.com/news/local/community/miami-dade/article245783785.html
[1] https://www.miamiherald.com/news/coronavirus/article245723095.html
[1] https://twitter.com/ds80668261/status/1306140859222589440

Top URLs in Tweet in G9:
[5] https://trib.al/QyO7loy
[4] https://dailycaller.com/2020/03/21/flashback-cnn-anderson-cooper-flu-coronavirus/
[2] https://www.cnn.com/2020/09/17/politics/former-pence-aide-coronvirus-task-force-slams-trump/index.html
[2] https://www.cnn.com/videos/politics/2020/09/16/trump-coronavirus-briefing-bash-propaganda-sot-tsr-vpx.cnn?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+rss%2Fcnn_topstories+%28RSS%3A+CNN+-+Top+Stories%29
[2] https://www.cbsnews.com/news/us-economy-shutdown-coronavirus-saved-2-7-million-lives/
[1] https://cnn.it/3kn91AE
[1] https://cnn.it/2FDY3Yy
[1] https://cnn.it/2E9Q05y
[1] https://cnn.it/2FHM78o
[1] https://trib.al/ku8SKxl

Top URLs in Tweet in G10:
[1] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[1] https://www.washingtonpost.com/politics/olivia-troye-coronavirus-white-house/2020/09/17/d3f67ede-f8ed-11ea-a510-f57d8ce76e11_story.html
[1] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/

Top Domains
Top Domains in Tweet in Entire Graph:
[159] twitter.com
[158] foxnews.com
[125] washingtonpost.com
[112] nytimes.com
[103] trib.al
[98] cnn.com
[85] co.uk
[80] thehill.com
[74] reuters.com
[69] com.au

Top Domains in Tweet in G1:
[41] twitter.com
[36] cnn.com
[25] foxnews.com
[23] washingtonpost.com
[19] nytimes.com
[18] co.uk
[12] youtube.com
[12] cnbc.com
[9] msn.com
[8] com.au

Top Domains in Tweet in G2:
[13] twitter.com
[9] cnn.com
[9] foxnews.com
[8] nytimes.com
[8] washingtonpost.com
[7] youtube.com
[6] businessinsider.com
[6] abcn.ws
[3] pscp.tv
[3] cdc.gov

Top Domains in Tweet in G3:
[61] thehill.com
[40] reuters.com
[21] trib.al
[10] com.au
[6] reut.rs
[6] ndtv.com
[5] indianexpress.com
[5] nbcnews.to
[5] twitter.com
[5] sciencenews.org

Top Domains in Tweet in G4:
[47] newsweek.com
[8] foxnews.com
[2] youtube.com
[1] cnn.com
[1] breitbart.com

Top Domains in Tweet in G5:
[6] washingtonpost.com
[5] covidnews.ch
[5] tentaran.com
[3] twitter.com
[3] univision.com
[3] worldometers.info
[3] pewresearch.org
[2] theatlantic.com
[2] vox.com
[2] com.mx

Top Domains in Tweet in G6:
[16] trib.al
[13] washingtonpost.com
[4] latimes.com
[3] fox5sandiego.com
[3] nola.com
[2] bit.ly
[1] wapo.st
[1] nydailynews.com
[1] vippusa.org
[1] apple.news

Top Domains in Tweet in G7:
[3] thenationalpulse.com
[2] foxnews.com
[2] twitter.com
[2] cbsnews.com
[1] reuters.com
[1] washingtonexaminer.com
[1] worldometers.info

Top Domains in Tweet in G8:
[8] miamiherald.com
[1] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G9:
[15] cnn.it
[9] trib.al
[4] cnn.com
[4] msnbc.com
[4] dailycaller.com
[2] cbsnews.com
[1] twitter.com
[1] abc13.com
[1] foxnews.com
[1] youtube.com

Top Domains in Tweet in G10:
[1] newyorker.com
[1] washingtonpost.com
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[796] coronavirus
[401] covid19
[57] covid_19
[56] covid
[32] corona
[27] trump
[24] foxnews
[21] breaking
[20] india
[18] lockdown



Top Hashtags in Tweet in G1:
[89] coronavirus
[51] covid19
[7] foxnews
[7] covid
[6] trump
[4] argentina
[4] smartnews
[4] lockdown
[4] trumplied200kdied
[3] covid_19

Top Hashtags in Tweet in G2:
[65] coronavirus
[57] covid19
[14] americanfamilyact
[11] facts
[9] donaldtrump
[7] wearamask
[7] trumpvirus
[7] covid
[7] djtfail
[6] trumpgopgenocide

Top Hashtags in Tweet in G3:
[17] coronavirus
[14] 9news
[13] covid19
[8] clearthelist
[6] biharelections2020
[6] covid19vaccine
[6] modiat70
[5] telangana
[5] hyderabad
[3] expressexplained

Top Hashtags in Tweet in G4:
[4] coronavirus
[3] ccp
[1] censoredfacts
[1] covid19
[1] trumpknew
[1] 201thousandamericansdead
[1] americans
[1] whistleblower
[1] mindblown

Top Hashtags in Tweet in G5:
[42] coronavirus
[19] covid19
[13] trumpwantstoinfectus
[13] presidentofredstatesonly
[8] covid_19
[5] coronainfoch
[5] corona
[5] covid
[5] sarscov2
[5] earthquake

Top Hashtags in Tweet in G6:
[14] foia
[14] usps
[4] covid19
[2] lagov
[2] lalege
[2] corona
[2] covid
[2] covid_19
[2] coronavirusupdates
[1] voteearly

Top Hashtags in Tweet in G7:
[3] china
[3] coronavirus
[2] blacklivesmatter
[1] blm

Top Hashtags in Tweet in G8:
[1] trumpknew
[1] florida
[1] floridaschools
[1] covid19
[1] coronavirus
[1] trumplies
[1] woodwardtapes
[1] desantis
[1] trumpfailed

Top Hashtags in Tweet in G9:
[2] keepingthemhonest
[2] covid19
[2] senatedemocrats
[1] bidentownhall
[1] abc13
[1] trumpsgenocide

Top Words
Top Words in Tweet in Entire Graph:
[4738] coronavirus
[1990] trump
[847] covid
[798] #coronavirus
[627] president
[601] 19
[593] people
[529] chinese
[526] deaths
[490] handling

Top Words in Tweet in G1:
[331] coronavirus
[89] #coronavirus
[84] trump
[81] covid
[67] 19
[51] #covid19
[39] more
[31] cases
[29] people
[23] virus

Top Words in Tweet in G2:
[305] coronavirus
[202] trump
[131] realdonaldtrump
[129] knew
[123] people
[95] kamalaharris
[65] #coronavirus
[62] american
[58] abc
[57] #covid19

Top Words in Tweet in G3:
[224] coronavirus
[87] thehill
[83] vaccine
[82] nbcnews
[60] vaccines
[54] three
[49] race
[48] companies
[47] leading
[47] cdc

Top Words in Tweet in G4:
[264] chinese
[144] dr
[142] li
[142] meng
[142] yan
[131] tuckercarlson
[129] virologist
[123] communist
[119] created
[110] intentionally

Top Words in Tweet in G5:
[235] trump
[177] coronavirus
[143] states
[113] deaths
[104] red
[96] pbump
[81] nearly
[71] contrary
[71] attempt
[71] deflection

Top Words in Tweet in G6:
[168] usps
[158] send
[152] household
[149] white
[148] release
[146] press
[145] plan
[144] april
[143] reusable
[141] donmoyn

Top Words in Tweet in G7:
[181] coronavirus
[159] barr
[152] yashar
[150] bill
[150] intrusion
[149] cnn
[149] reporting
[149] attorney
[149] general
[149] speech

Top Words in Tweet in G8:
[172] coronavirus
[155] trump
[154] handling
[153] spread
[152] donald
[152] failed
[152] president
[152] long
[152] before
[152] botched

Top Words in Tweet in G9:
[122] coronavirus
[110] cnn
[64] president
[47] trump
[38] andersoncooper
[35] during
[31] called
[30] pastor
[30] idaho
[30] himself

Top Words in Tweet in G10:
[274] handling
[158] trump
[138] peterbakernyt
[138] deaths
[137] according
[137] last
[137] administration
[137] h1n1
[137] virus
[137] 12

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[571] covid,19
[279] donald,trump
[243] chinese,virologist
[234] attorney,general
[231] li,meng
[228] greatest,intrusion
[224] meng,yan
[214] dr,li
[212] bill,barr
[209] president,trump

Top Word Pairs in Tweet in G1:
[61] covid,19
[15] intrusion,civil
[12] #coronavirus,#covid19
[10] coronavirus,vaccine
[10] coronavirus,cases
[9] 'intentionally',released
[9] chinese,virologist
[9] 'greatest,intrusion
[9] civil,liberties'
[9] 30,million

Top Word Pairs in Tweet in G2:
[57] american,people
[52] trump,deceived
[52] deceived,american
[52] people,downplaying
[52] downplaying,seriousness
[52] seriousness,coronavirus
[52] coronavirus,knew
[52] knew,airborne
[52] airborne,knew
[51] kamalaharris,trump

Top Word Pairs in Tweet in G3:
[51] coronavirus,vaccine
[49] vaccine,race
[46] watch,three
[46] three,companies
[46] companies,leading
[46] leading,coronavirus
[46] race,expect
[46] expect,fda
[46] fda,approved
[46] approved,vaccines

Top Word Pairs in Tweet in G4:
[142] dr,li
[142] li,meng
[142] meng,yan
[127] chinese,virologist
[124] virologist,dr
[123] chinese,communist
[118] yan,tuckercarlson
[109] breaking,chinese
[109] tuckercarlson,chinese
[109] communist,party

Top Word Pairs in Tweet in G5:
[104] red,states
[71] contrary,trump
[71] trump,attempt
[71] attempt,deflection
[71] deflection,coronavirus
[71] coronavirus,deaths
[71] deaths,mid
[71] mid,june
[71] june,red
[71] states,nearly

Top Word Pairs in Tweet in G6:
[146] press,release
[140] plan,send
[137] usps,plan
[137] send,reusable
[137] reusable,facemarks
[137] facemarks,household
[137] household,early
[137] early,april
[137] april,press
[137] release,ready

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

Top Word Pairs in Tweet in G8:
[154] handling,coronavirus
[152] donald,trump
[152] trump,failed
[152] failed,president
[152] president,long
[152] long,before
[152] before,botched
[152] botched,handling
[152] coronavirus,spread
[152] spread,misinformation

Top Word Pairs in Tweet in G9:
[30] pastor,idaho
[30] idaho,called
[30] called,himself
[30] himself,masker
[30] masker,during
[30] during,service
[30] service,repeatedly
[30] repeatedly,questioned
[30] questioned,veracity
[30] veracity,coronavirus

Top Word Pairs in Tweet in G10:
[137] according,trump
[137] trump,last
[137] last,administration
[137] administration,handling
[137] handling,h1n1
[137] h1n1,virus
[137] virus,12
[137] 12,469
[137] 469,deaths
[137] deaths,disaster

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joebiden
@cnn
@merry__berry
@trumpwarroom
@ddale8
@bamacrazy1
@projectlincoln
@gop
@meidastouch

Top Replied-To in G2:
@realdonaldtrump
@joebiden
@leadersmaster
@gopchairwoman
@itsjefftiedrich
@alexberenson
@joeblo67064874
@rebarnick
@lincolnsbible
@victorjoecks

Top Replied-To in G3:
@cuhlmann
@thehill
@chefcourt1
@wandawoo68
@texan2you
@zigmanfreud
@reuters
@potus
@realdonaldtrump

Top Replied-To in G4:
@hawleymo
@judgejeanine
@jacobisrael71

Top Replied-To in G5:
@ddale8
@gop
@drewhh013
@karl_haynes
@jojofromjerz

Top Replied-To in G6:
@washingtonpost

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

Top Replied-To in G9:
@cnn
@cnntonight
@maryjrat
@charles94477533
@msnbc
@theview
@abc7
@imageshome
@joyseacrew
@realdonaldtrump

Top Mentioned
Top Mentioned in Entire Graph:
@yashar
@ewarren
@peterbakernyt
@donmoyn
@tuckercarlson
@realdonaldtrump
@cnn
@kamalaharris
@blairbrandt
@projectlincoln

Top Mentioned in G1:
@rodneyrhodan
@tribunkaltim
@deerhyde
@procm2
@jay1stnewyorker
@ebaello
@pattiarmstrong
@covid_evidence
@michaelf1222
@aremond2

Top Mentioned in G2:
@realdonaldtrump
@kamalaharris
@abc
@joebiden
@cdcgov
@vp
@drdenagrayson
@cdcdirector
@apoorva_nyc
@milestaylorusa

Top Mentioned in G3:
@thehill
@nbcnews
@reuters
@financialtimes
@9newsaus
@obsoletedogma
@indiatoday
@indianexpress
@cnbc
@ndtv

Top Mentioned in G4:
@tuckercarlson
@blairbrandt
@twitter
@hawleymo
@emeraldrobinson
@tomcottonar
@bennyjohnson
@msavaarmstrong
@adambaldwin
@facebook

Top Mentioned in G5:
@pbump
@atrupar
@ddale8
@reallyamerican1
@enoughoftrumpy
@jeromeadamsmd
@gop
@cnn
@mytentaran
@maciasjorgenews

Top Mentioned in G6:
@donmoyn
@washingtonpost
@tonyromm
@weareoversight
@helenkennedy
@tomthunkitsmind
@fox5sandiego
@latimes
@pganewsfeed
@nolanews

Top Mentioned in G7:
@yashar
@existential2020
@ricksmithshow
@gaslitnation
@bl4usa
@sarahkendzior
@mattzap
@aliciavincler
@doraroserose
@usalovegod

Top Mentioned in G8:
@ewarren
@ajzionts
@miamiherald
@kamalaharris
@kimmasters
@ddale8

Top Mentioned in G9:
@cnn
@andersoncooper
@edmarkey
@msnbc
@ac360
@cnntonight
@nicolledwallace
@jeffreyguterman
@donlemon
@meghanmccain

Top Mentioned in G10:
@peterbakernyt
@nixw20
@djrothkopf
@gregpmiller
@yashar
@nbcnews
@sbg1
@washingtonpost

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@missb62
@tomthunkitsmind
@extravzla
@contrapuntovzla
@tecnovedosos
@difusion365
@sumariumcom

Top Tweeters in G1:
@caraotadigital
@pulpnews
@extravzla
@contrapuntovzla
@tecnovedosos
@difusion365
@sumariumcom
@infolecturas
@pairsonnalitesa
@2001online

Top Tweeters in G2:
@jver1
@paxnostrum
@carolmaewy
@marty713
@businessinsider
@urbangem
@morgfair
@schwingcat
@mstepczyk
@redboybroken

Top Tweeters in G3:
@gottalaff
@cnnnews18
@thehill
@indiatoday
@ancalerts
@ndtv
@ungubunugu1274
@indianexpress
@rapplerdotcom
@dailymirror

Top Tweeters in G4:
@msavaarmstrong
@mmarty1230
@tanyag248
@tnacgal
@gracetoall2
@god_speedusa
@ohiowomen4trump
@wingzblessed
@morseherrick
@zeeinthemoment

Top Tweeters in G5:
@mjgarciakcmo
@roripierpont1
@penny_g
@srauer20
@honnenogod
@ancientbob
@mcnejames
@4030lisa
@paulwiggins
@goldsuzie

Top Tweeters in G6:
@tomthunkitsmind
@jafarali333
@washingtonpost
@nolanews
@latimes
@debjholley
@chadlawsonphoto
@kimerlyus
@deliamacd1
@thisisalogin

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

Top Tweeters in G8:
@sba1211
@rodneyclaeys
@inky_mark
@miami_eatz
@therascal2010
@miamiherald
@jo_kasprzak
@bret_hitch
@sharonmwinner
@jyotsna2964

Top Tweeters in G9:
@unlewis
@tiniskwerl
@princepetty415
@batsflywest
@cnn
@lauferlaw
@mcwilkins63
@woke2008
@jeffreyguterman
@abc7

Top Tweeters in G10:
@lorettabower3
@teddyshouse2ii
@janattheocean
@maryannegruen
@zannerina
@sasyecat
@lesliejoan58
@madamyez
@allisonbakerfit
@willrodgersjr