Coronavirus, Twitter, 11/29/2020 1:07:56 PM, 242370


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Coronavirus_2020-11-28_01-52-13.xlsx
Coronavirus_2020-11-28_01-52-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/39rfNTU
@coronaupdatebot
@ap
@cnn
@realdonaldtrump
@drericding
@reuters
@bettemidler
@washingtonpost
@smacsingle75
@novasyril

Top hashtags:
#coronavirus
#covid19
#covid
#corona
#dynamite
#新型コロナウイルス
#covid_19
#covidー19
#pakistan

Description:
Description
The graph represents a network of 9,284 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, 28 November 2020 at 10:19 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 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, 10-minute period from Wednesday, 25 November 2020 at 05:31 UTC to Friday, 27 November 2020 at 05:41 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 : 9284
Unique Edges : 4422
Edges With Duplicates : 11806
Total Edges : 16228
Number of Edge Types : 5
Retweet : 5211
MentionsInRetweet : 5712
Mentions : 1510
Tweet : 3377
Replies to : 418
Self-Loops : 3424
Reciprocated Vertex Pair Ratio : 0.00345733646798506
Reciprocated Edge Ratio : 0.00689084895259096
Connected Components : 2720
Single-Vertex Connected Components : 1160
Maximum Vertices in a Connected Component : 2639
Maximum Edges in a Connected Component : 5910
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.770953
Graph Density : 8.4192574873956E-05
Modularity : 0.516834
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,284 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, 28 November 2020 at 10:19 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 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, 10-minute period from Wednesday, 25 November 2020 at 05:31 UTC to Friday, 27 November 2020 at 05:41 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:
[74] https://www.billboard.com/articles/columns/k-town/9488432/bts-dynamite-wouldnt-be-here-without-coronavirus/?utm_source=twitter&utm_medium=social
[56] https://newsdigest.jp/pages/coronavirus/
[37] https://www.nytimes.com/2020/11/24/obituaries/honestie-hodges-dead-coronavirus.html
[35] https://trib.al/CMCD5Al
[32] https://www.huffpost.com/entry/billionaires-wealth-grows-coronavirus-pandemic_n_5fbeb24dc5b61d04bfa69373
[30] https://trib.al/ONzPsGS
[26] https://vdata.nikkei.com/newsgraphics/coronavirus-barchart-race/
[25] https://www.9news.com/article/news/health/coronavirus/denver-mayor-michael-hancock-travels-thanksgiving/73-e6b5f236-b0c7-4415-a22e-c84dd6f7acf1
[24] https://www.washingtonpost.com/graphics/2020/business/hunger-coronavirus-economy/
[23] https://www.nytimes.com/2020/11/25/business/coronavirus-vaccine-astrazeneca-oxford.html

Top URLs in Tweet in G1:
[14] https://www.nytimes.com/2020/11/25/business/coronavirus-vaccine-astrazeneca-oxford.html
[9] https://www.theguardian.com/world/2020/nov/25/culled-mink-rise-from-the-dead-denmark-coronavirus
[7] https://www.bbc.co.uk/news/world-55016842
[7] https://cnnespanol.cnn.com/2020/11/25/el-papel-de-las-reuniones-familiares-en-la-propagacion-del-coronavirus-por-que-pueden-ser-eventos-superpropagadores/?utm_source=dlvr.it&utm_medium=twitter
[7] https://panafricanvisions.com/2020/10/merck-foundation-and-african-first-ladies-celebrate-the-winners-of-stay-at-home-media-awards-to-raise-awareness-about-coronavirus-2/
[5] https://www.nytimes.com/2020/11/24/obituaries/honestie-hodges-dead-coronavirus.html
[5] https://www.worldometers.info/coronavirus/
[5] https://www.youtube.com/watch?v=q7DfQMPmJRI&feature=youtu.be

[4] https://gigazine.net/news/20201126-closely-related-coronavirus-found-in-japan/
[4] https://www.huffpost.com/entry/billionaires-wealth-grows-coronavirus-pandemic_n_5fbeb24dc5b61d04bfa69373

Top URLs in Tweet in G2:
[26] https://trib.al/ONzPsGS
[18] https://trib.al/CMCD5Al
[14] https://www.reuters.com/article/us-health-coronavirus-mexico-idUSKBN286045?taid=5fbf3d619870190001aa0a27&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://thehill.com/homenews/news/527682-sanford-health-ceo-stepping-down-after-controversial-coronavirus-email
[9] https://www.reuters.com/article/us-health-coronavirus-japan-mask-idUSKBN2850GK?taid=5fbdee3a585f620001900a87&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/health-coronavirus-southkorea-idUSKBN28608Z?taid=5fbf39db9870190001aa0a19&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/us-health-coronavirus-australia-idUSKBN2862IU?taid=5fc07fa598701900016e3bd8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.latimes.com/california/story/2020-11-24/uc-san-diego-coronavirus-waste-water
[7] https://www.reuters.com/article/us-health-coronavirus-colombia-idUSKBN28600T?taid=5fbf3e8b585f620001901023&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/uk-health-coronavirus-astrazeneca-britai-idUKKBN287006?taid=5fc0913c585f620001e50b19&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[3] https://www.huffpost.com/entry/sotomayor-dissent-coronavirus-religious-ruling_n_5fbfe731c5b66bb88c652c98
[3] https://trib.al/JH0GUDZ
[2] https://www.rt.com/news/507686-dog-sale-scam-warning-coronavirus/
[2] https://edition.cnn.com/2020/11/24/health/navajo-nation-coronavirus-losses-wellness/index.html
[2] https://apnews.com/article/europe-coronavirus-pandemic-bilbao-senegal-europe-6ef8fa58507cf678020dc052825df5e9
[2] https://www.eleconomista.es/economia/noticias/10910471/11/20/Italia-abre-la-caja-pandora-tras-pedir-la-cancelacion-de-parte-de-la-deuda-publica-al-BCE.html
[2] https://www.reuters.com/article/health-coronavirus-southkorea-idUSKBN28608Z?taid=5fbf39db9870190001aa0a19&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-mexico-idUSKBN286045?taid=5fbf3d619870190001aa0a27&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://lifewithnofears.blogspot.com/2020/04/dr-luc-montagnier-reveals-how-covid-19.html?m=1
[1] https://apnews.com/article/soccer-sports-europe-coronavirus-pandemic-serie-a-lorenzo-insigne-1f2eff6ee4fad1d04856f095bf5a6653?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP_Sports

Top URLs in Tweet in G4:
[4] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[3] https://www.nytimes.com/fr/2020/11/25/world/americas/bill-gates-vaccin-coronavirus.html?smid=tw-share
[3] https://www.dailymail.co.uk/news/article-8988573/U-S-missing-eight-coronavirus-infections-one-counted-CDC-says.html
[2] https://www.infobae.com/america/mexico/2020/11/24/mexico-es-el-peor-lugar-para-vivir-en-la-era-del-coronavirus-bloomberg/?outputType=amp-type
[2] https://www.youtube.com/watch?v=pg7qTmk45vM&feature=youtu.be

[2] https://twitter.com/GoodShepherd316/status/1331821929683152896
[2] https://www.foxnews.com/travel/tsa-screened-highest-travelers-thanksgiving-coronavirus
[2] https://www.youtube.com/watch?v=iv05KCYkfGM&feature=youtu.be

[2] https://www.foxnews.com/politics/trump-says-coronavirus-vaccine-deliveries-will-start-next-week?utm_source=dlvr.it&utm_medium=twitter
[2] https://trib.al/FZE4WkC

Top URLs in Tweet in G5:
[12] https://www.dailymail.co.uk/sciencetech/article-8982459/Coronavirus-survives-surfaces-hours-turning-pancake-like-film.html?ito=social-twitter_mailonline
[4] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays.html
[2] http://dlvr.it/RmW6lm
[2] http://dlvr.it/RmW0DD
[2] https://www.dailymail.co.uk/sciencetech/article-8990115/Why-Covid-19-patients-diabetes-heart-disease-likely-die-coronavirus.html
[2] https://www.reuters.com/article/health-coronavirus-usa/covid-chat-officials-urge-americans-to-stay-home-over-holiday-idUSKBN284269
[1] https://trib.al/O2L4XWA
[1] https://on.msnbc.com/2V1u41f
[1] https://on.msnbc.com/33iwkG1
[1] https://on.msnbc.com/3o9xZFV

Top URLs in Tweet in G6:
[4] https://www.aljazeera.com/news/2020/11/27/brazils-bolsonaro-says-he-will-not-take-coronavirus-vaccine?taid=5fc080d2585f620001e50ae9&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.nytimes.com/2020/11/21/us/politics/coronavirus-vaccine.html
[3] https://www.nationalreview.com/2020/11/release-the-vaccine/
[2] https://www.cpr.org/2020/11/25/meatpacking-giant-jbs-battles-new-coronavirus-outbreaks-at-greeley-plant-and-corporate-offices/?utm_content=buffer13391&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/declaration-form.pdf
[1] https://www.wsj.com/articles/weekly-jobless-claims-coronavirus-11-25-2020-11606249439?mod=article_inline
[1] https://www.reuters.com/article/us-health-coronavirus-australia-idUSKBN2862IU?taid=5fc07fa598701900016e3bd8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://clearnewswire.com/471241.html
[1] https://apnews.com/article/senator-david-perdue-georgia-stocks-198e39c67f90e25bb6b2398bd32c1363
[1] https://www.npr.org/2020/04/13/832859747/stock-trades-after-coronavirus-briefing-complicate-loefflers-reelection-bid?t=1606332077836

Top URLs in Tweet in G7:
[2] https://nytv.to/qLAD7
[2] https://nytv.to/eO81w
[2] https://nytv.to/OvpYp
[1] https://khn.org/news/lost-on-the-frontline-health-care-worker-death-toll-covid19-coronavirus/
[1] https://kfoxtv.com/news/coronavirus/el-paso-expanding-mobile-morgues-curfew-to-be-implemented-as-thanksgiving-gatherings-loom
[1] https://www.cnn.com/2020/11/24/health/us-coronavirus-tuesday/index.html
[1] https://www.nytimes.com/2020/11/24/obituaries/honestie-hodges-dead-coronavirus.html
[1] https://apnews.com/article/wyoming-mark-gordon-coronavirus-pandemic-casper-54b4c6f0534d1764e75bc5535f57f8ed
[1] https://www.wfaa.com/article/news/health/coronavirus/coronavirus-numbers/texas-health-ceo-expects-to-run-out-of-icu-beds-in-north-texas-in-about-a-week/287-95d7efc9-6c37-468f-a355-ea9be4b5a99b
[1] https://apnews.com/article/politics-georgia-coronavirus-pandemic-david-perdue-atlanta-198e39c67f90e25bb6b2398bd32c1363?utm_source=Twitter&utm_medium=AP_Politics&utm_campaign=SocialFlow

Top URLs in Tweet in G8:
[19] http://5f219b5i0qi7n4afg7lgt2si36.hop.clickbank.net/
[6] https://khabar.ndtv.com/news/india/3-4-million-coronavirus-cases-not-reported-in-india-2329692?pfrom=home-topstories
[4] http://86999f7iuet7m9e9k8j2ngzxm8.hop.clickbank.net/
[2] https://www.abplive.com/news/india/must-read-top-five-news-on-abp-news-farmers-protest-and-coronavirus-india-1654110
[2] https://www.nawaiwaqt.com.pk/26-Nov-2020/1252369
[2] https://iranpress.com/content/30289
[2] https://oigetit.com/
[2] https://www.nawaiwaqt.com.pk/26-Nov-2020/1252350
[2] https://www.aajtak.in/programmes/special-report/video/coronavirus-who-said-what-at-pm-modi-covid-review-meet-with-cms-what-action-to-be-made-1167145-2020-11-24
[2] https://www.loksatta.com/photos/trending-gallery/2338657/nurse-before-after-pictures-show-the-impact-of-treating-covid-19-for-months-sas-89/

Top URLs in Tweet in G9:
[2] https://twitter.com/mo5txt/status/1331455494276358145
[1] https://n.news.naver.com/entertain/article/109/0004317197
[1] https://n.news.naver.com/entertain/article/119/0002446411

Top URLs in Tweet in G10:
[3] https://www.nytimes.com/2020/11/25/business/coronavirus-vaccine-astrazeneca-oxford.html?referringSource=articleShare
[2] https://trib.al/CMCD5Al
[2] https://www.nytimes.com/live/2020/11/26/world/covid-19-coronavirus/astrazeneca-admits-a-mistake-raising-questions-about-the-efficacy-of-its-vaccine
[2] https://www.nytimes.com/2020/11/25/business/coronavirus-vaccine-astrazeneca-oxford.html
[2] https://www.nytimes.com/2020/11/24/obituaries/honestie-hodges-dead-coronavirus.html?referringSource=articleShare
[1] https://www.washingtonpost.com/nation/2020/11/24/coronavirus-covid-live-updates-us/
[1] https://nyti.ms/33cgKeI
[1] https://nyti.ms/2HCxZ1t
[1] https://nyti.ms/2KG8gq1
[1] https://nyti.ms/3l6E2ZN

Top Domains
Top Domains in Tweet in Entire Graph:
[239] nytimes.com
[225] reuters.com
[172] twitter.com
[166] trib.al
[128] co.uk
[81] washingtonpost.com
[74] billboard.com
[72] cnn.com
[56] newsdigest.jp
[54] youtube.com

Top Domains in Tweet in G1:
[65] twitter.com
[59] nytimes.com
[40] cnn.com
[34] co.uk
[30] reuters.com
[23] theguardian.com
[21] washingtonpost.com
[17] globalnews.ca
[13] youtube.com
[13] msn.com

Top Domains in Tweet in G2:
[112] reuters.com
[52] trib.al
[21] thehill.com
[15] latimes.com
[13] co.uk
[9] indiatoday.in
[8] thequint.com
[7] ktla.com
[6] reut.rs
[6] 92newshd.tv

Top Domains in Tweet in G3:
[12] apnews.com
[4] trib.al
[4] reuters.com
[3] huffpost.com
[2] msn.com
[2] rt.com
[2] cnn.com
[2] eleconomista.es
[2] blogspot.com
[2] nbcwashington.com

Top Domains in Tweet in G4:
[17] youtube.com
[7] foxnews.com
[7] nytimes.com
[6] cdc.gov
[5] twitter.com
[5] msn.com
[3] breitbart.com
[3] trib.al
[3] co.uk
[2] infobae.com

Top Domains in Tweet in G5:
[21] cnn.it
[16] co.uk
[7] cdc.gov
[5] trib.al
[4] dlvr.it
[3] msnbc.com
[3] yahoo.com
[3] nytimes.com
[3] reuters.com
[2] vtvgujarati.com

Top Domains in Tweet in G6:
[4] aljazeera.com
[4] nytimes.com
[3] nationalreview.com
[2] wsj.com
[2] cpr.org
[1] cdc.gov
[1] reuters.com
[1] clearnewswire.com
[1] apnews.com
[1] npr.org

Top Domains in Tweet in G7:
[6] nytv.to
[6] worldcorona.com
[2] apnews.com
[1] khn.org
[1] kfoxtv.com
[1] cnn.com
[1] nytimes.com
[1] wfaa.com
[1] 12news.com
[1] orlandosentinel.com

Top Domains in Tweet in G8:
[23] clickbank.net
[9] ndtv.com
[5] com.pk
[5] aajtak.in
[4] bhaskar.com
[4] loksatta.com
[3] abplive.com
[2] prabhatkhabar.com
[2] iranpress.com
[2] oigetit.com

Top Domains in Tweet in G9:
[2] naver.com
[2] twitter.com

Top Domains in Tweet in G10:
[16] nyti.ms
[14] nytimes.com
[8] trib.al
[1] washingtonpost.com
[1] rt.com
[1] huffpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1312] coronavirus
[745] covid19
[128] covid
[101] corona
[74] dynamite
[73] 新型コロナウイルス
[68] covid_19
[49] covidー19
[46] pakistan
[45] plastichearts



Top Hashtags in Tweet in G1:
[301] coronavirus
[133] covid19
[43] covid
[38] corona
[22] pandemic
[20] covidー19
[18] news
[15] covid_19
[14] virus
[13] india

Top Hashtags in Tweet in G2:
[66] coronavirus
[25] covid19
[10] india
[8] iran
[8] oxfordvaccine
[6] pakistan
[6] bilawalbhutto
[5] china
[5] astrazeneca
[5] geonews

Top Hashtags in Tweet in G3:
[8] coronavirus
[5] breaking
[4] update
[4] covid_19
[3] sotomayor
[3] supremecourt
[3] pandemic
[3] scotusfail
[2] thanksgiving
[1] onev1

Top Hashtags in Tweet in G4:
[19] coronavirus
[11] covid19
[10] scotus
[5] bilawalbhuttozardari
[5] arynews
[3] tri_citieswa
[3] covidー19
[2] ningolchakoaba
[2] elsalvador
[2] vacuna

Top Hashtags in Tweet in G5:
[6] covid19
[6] coronavirus
[3] thanksgiving
[2] research
[2] characteristics
[1] diabetic
[1] waedu
[1] waleg
[1] breakingnews
[1] unitedstates

Top Hashtags in Tweet in G6:
[4] evicted
[2] coronavirus

Top Hashtags in Tweet in G7:
[57] covid19
[2] demvoice1
[1] covid
[1] auspol
[1] crookedkelly
[1] donaldtrump
[1] coronavirus
[1] americans

Top Hashtags in Tweet in G8:
[79] coronavirus
[49] covid19
[23] covid
[22] trump
[21] blackfriday
[10] corona
[6] atvideo
[5] maharashtra
[5] nl
[4] coronaupdatesonbhaskar

Top Hashtags in Tweet in G9:
[1] txt

Top Words
Top Words in Tweet in Entire Graph:
[3864] coronavirus
[1310] #coronavirus
[1218] covid
[901] 19
[745] #covid19
[667] cases
[525] क
[495] more
[493] vaccine
[492] pandemic

Top Words in Tweet in G1:
[586] coronavirus
[302] #coronavirus
[193] covid
[152] 19
[133] #covid19
[112] cases
[102] क
[82] more
[72] vaccine
[71] र

Top Words in Tweet in G2:
[287] coronavirus
[101] reuters
[97] covid
[86] vaccine
[75] 19
[72] cases
[70] washingtonpost
[66] #coronavirus
[49] take
[44] positive

Top Words in Tweet in G3:
[179] ap
[117] coronavirus
[87] sadiq
[87] mahdi
[87] sudan
[87] last
[87] democratically
[87] elected
[87] prime
[87] minister

Top Words in Tweet in G4:
[79] coronavirus
[51] realdonaldtrump
[19] #coronavirus
[18] youtube
[17] people
[16] foxnews
[15] trump
[14] thanksgiving
[14] president
[14] ivankatrump

Top Words in Tweet in G5:
[89] coronavirus
[60] cnn
[52] thanksgiving
[50] nurses
[50] filipino
[31] vaccine
[30] covid
[29] cnni
[29] died
[28] make

Top Words in Tweet in G6:
[134] trump
[131] years
[123] over
[123] military
[123] last
[122] bragged
[122] spent
[122] trillion
[122] dollars
[122] three

Top Words in Tweet in G7:
[87] drericding
[76] governor
[57] #covid19
[42] mask
[40] breaking
[40] days
[40] ago
[39] same
[39] mandate
[38] wyoming

Top Words in Tweet in G8:
[138] क
[115] र
[93] न
[79] स
[79] #coronavirus
[71] म
[57] द
[54] ल
[49] #covid19
[47] य

Top Words in Tweet in G9:
[101] coronavirus
[92] txt
[89] tests
[63] oh_mes2
[56] cast
[56] member
[56] positive
[55] taken
[55] revealed
[55] ebs

Top Words in Tweet in G10:
[65] coronavirus
[60] nytimes
[46] vaccine
[32] one
[24] astrazeneca
[21] oxford
[21] made
[20] pandemic
[18] thanksgiving
[18] mistake

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[864] covid,19
[324] coronavirus,cases
[173] coronavirus,pandemic
[151] over,trillion
[145] supreme,court
[142] coronavirus,vaccine
[129] three,years
[127] last,three
[126] #covid19,#coronavirus
[125] trump,bragged

Top Word Pairs in Tweet in G1:
[143] covid,19
[39] #coronavirus,#covid19
[32] coronavirus,cases
[27] #covid19,#coronavirus
[25] coronavirus,pandemic
[22] coronavirus,vaccine
[18] क,र
[17] र,न
[16] read,more
[15] क,स

Top Word Pairs in Tweet in G2:
[75] covid,19
[38] coronavirus,cases
[32] bolsonaro,take
[31] tested,positive
[29] brazilian,president
[29] president,jair
[29] jair,bolsonaro
[26] analysis,nearly
[26] nearly,sixth
[26] sixth,senate

Top Word Pairs in Tweet in G3:
[87] sadiq,mahdi
[87] mahdi,sudan
[87] sudan,last
[87] last,democratically
[87] democratically,elected
[87] elected,prime
[87] prime,minister
[87] minister,leader
[87] leader,country
[87] country,largest

Top Word Pairs in Tweet in G4:
[11] ivankatrump,epa
[10] thanksgiving,thankful
[10] thankful,president
[10] president,realdonaldtrump
[10] realdonaldtrump,appointment
[10] appointment,conservative
[10] conservative,#scotus
[10] #scotus,justices
[9] franklin_graham,thanksgiving
[9] justices,rul

Top Word Pairs in Tweet in G5:
[25] nearly,third
[25] third,nurses
[25] nurses,who've
[25] who've,died
[25] died,coronavirus
[25] coronavirus,filipino
[25] filipino,filipino
[25] filipino,nurses
[25] nurses,make
[22] stay,home

Top Word Pairs in Tweet in G6:
[122] trump,bragged
[122] bragged,spent
[122] spent,over
[122] over,trillion
[122] trillion,dollars
[122] dollars,military
[122] military,last
[122] last,three
[122] three,years
[122] years,tanks

Top Word Pairs in Tweet in G7:
[39] days,ago
[39] mask,mandate
[38] drericding,breaking
[38] breaking,wyoming
[38] wyoming,governor
[38] governor,mark
[38] mark,gordon
[38] gordon,tests
[38] tests,positive
[38] positive,#covid19

Top Word Pairs in Tweet in G8:
[37] क,र
[33] र,न
[23] see,more
[23] more,gt
[22] क,स
[22] #covid19,#covid
[22] #covid,#coronavirus
[22] #coronavirus,#trump
[21] gt,#blackfriday
[20] #blackfriday,#covid19

Top Word Pairs in Tweet in G9:
[89] coronavirus,tests
[56] cast,member
[55] txt,taken
[55] taken,coronavirus
[55] tests,revealed
[55] revealed,cast
[55] member,ebs
[55] ebs,'boni
[55] 'boni,hani'
[55] hani',confirmed

Top Word Pairs in Tweet in G10:
[17] coronavirus,vaccine
[16] doomscrolling,pandemic
[16] pandemic,decolonize
[16] decolonize,oxford
[16] oxford,languages
[16] languages,pick
[16] pick,one
[16] one,word
[16] word,encapsulate
[16] encapsulate,2020

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@ivankatrump
@mason_hughes
@asheepnomore
@skynews
@cnn
@scmphongkong
@ani
@npr
@anthonysabatini

Top Replied-To in G1:
@youngglyn4

Top Replied-To in G2:
@skynews
@iran_policy
@meltlopez
@whitehouse
@thehill
@cbctoronto
@npr
@citynews
@un
@belavosa

Top Replied-To in G3:
@asheepnomore
@thehill
@ap

Top Replied-To in G4:
@realdonaldtrump
@ivankatrump
@pnjaban
@misssarah63
@subrata30016572
@yugtahtmai
@plecca39
@susanm419
@nypost
@llinwood

Top Replied-To in G5:
@cnn
@donwinslow
@billkristol
@robertgarrj
@talonjmurray
@surgeon_general

Top Replied-To in G6:
@carlpaulus
@phil_mattingly

Top Replied-To in G7:
@govrondesantis
@drericding
@kpak2020
@nadinecoleman60

Top Replied-To in G8:
@swatijaihind
@sriitu

Top Mentioned
Top Mentioned in Entire Graph:
@ap
@bettemidler
@reuters
@drericding
@washingtonpost
@billboard
@nytimes
@oh_mes2
@cnn
@realdonaldtrump

Top Mentioned in G1:
@ojovisual
@kk131066
@africanaffairs
@carriecarrie01
@eclectelectric
@usta_d1
@danielsweek1
@calcutta_news
@tudopelomj
@marc_perrone

Top Mentioned in G2:
@reuters
@washingtonpost
@thehill
@latimes
@wsj
@ap
@indiatoday
@who
@quintfit
@nydailynews

Top Mentioned in G3:
@ap
@seattletimes
@afp
@reuters
@bbcnews
@philippinestar
@nbcla
@dr_brilliant
@safetypindaily
@adbridgeforth

Top Mentioned in G4:
@realdonaldtrump
@youtube
@foxnews
@epa
@breitbartnews
@franklin_graham
@dearauntcrabby
@ivankatrump
@drbasma12128243
@hhsgov

Top Mentioned in G5:
@cnn
@cnni
@msnbc
@mailonline
@cdcgov
@cnnbrk
@vp
@drericding
@bob_wachter
@realdonaldtrump

Top Mentioned in G6:
@bettemidler
@phil_mattingly
@robanderson2018
@michaelart123
@ap
@danielnewman
@rexchapman
@ajenglish
@_almaqah
@kaitlancollins

Top Mentioned in G7:
@drericding
@ap_politics
@motherjones
@yahoofinance
@kyrstensinema
@cleavon_md
@govrondesantis
@ap
@dougducey
@will_peischel

Top Mentioned in G8:
@finanzas_world
@aajtak
@bbhuttozardari
@ndtvindia
@dainikbhaskar
@chitraaum
@anjanaomkashyap
@abpnews
@officeofut
@nehabatham03

Top Mentioned in G9:
@oh_mes2
@txtonnews
@txt_members
@txtgoldenfiles
@txt_bighit
@mytxtlatam_
@cnxtxtbr

Top Mentioned in G10:
@nytimes
@utobian
@nytscience
@delthiaricks
@astrazeneca
@bencasselman
@pamlongco
@washingtonpost
@virsanghvi
@paulmozur

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@rojname_com
@extravzla
@contrapuntovzla
@barntiques859
@gocoo_59
@sunoticiero
@abbtakk

Top Tweeters in G1:
@elnacionalweb
@caraotadigital
@rojname_com
@extravzla
@contrapuntovzla
@abbtakk
@datos365
@tuitsugerido
@tuiterricolas
@interdifusion

Top Tweeters in G2:
@inquirerdotnet
@thehill
@indiatoday
@ancalerts
@rapplerdotcom
@dailymirror
@reuters
@sabcnews
@richfm39517086
@mwhalan

Top Tweeters in G3:
@robre62
@scheerenberger
@kimvie
@viriyabot
@gwydion620
@jcmarbury
@rolandsmartin
@safetypindaily
@tifethebawse
@philippinestar

Top Tweeters in G4:
@chris_1791
@holmesdonna1
@lindasuhler
@foxnews
@socaledgygal
@lrihendry
@nypost
@sistercrow
@icemannyr
@golfballfinder1

Top Tweeters in G5:
@barntiques859
@monty_chadha
@spencz1997
@bethsinniresist
@channelnewsasia
@amazingchevvolt
@audreygarden
@golwgymor
@mailonline
@luazelf

Top Tweeters in G6:
@positivelyjoan
@leslielee327
@alresfordbear
@empnew
@pghdrew
@americanmom01
@gadflyquebec
@ajenglish
@ingridebap
@eagleguardian2

Top Tweeters in G7:
@bellesapepper37
@acheetah42496
@mstepczyk
@kimpy123
@crystal4obama
@garden4u_wa
@12news
@wmn4srvl
@carmenr1carmen
@tenajd

Top Tweeters in G8:
@pavan_sethi
@timesnow
@aajtak
@sriitu
@bstvlive
@bhootsantosh
@bitcoinconnect
@abpnews
@nawaiwaqt_
@loksattalive

Top Tweeters in G9:
@mubai_jk
@_bkjyw
@lucky_mesjahja
@__ttyxp
@aoy_umpiga19
@blkssw
@seulgiandbella1
@psmachii
@aim_sofia
@gna_twt

Top Tweeters in G10:
@arcticfox_am_i
@kahlersabrina
@nytimes
@raghuaiyar
@goprapebuster
@50smag
@elkehollings
@charismaalasta1
@lobylyn
@rasmusb43


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