Coronavirus, Twitter, 11/21/2020 2:47:58 AM, 241968


FAQ | Problem?

Coronavirus_2020-11-20_01-56-43.xlsx
Coronavirus_2020-11-20_01-56-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/35PgxQm
@jesselehrich
@reuters
@cnn
@sharoncarbine
@realdonaldtrump
@nytimes
@joebiden
@ap
@billkristol
@defendfuriously

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#corona
#新型コロナウイルス
#新型コロナ
#breaking
#速報
#pandemic

Description:
Description
The graph represents a network of 9,358 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, 20 November 2020 at 10:27 UTC.

The requested start date was Friday, 20 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, 8-minute period from Tuesday, 17 November 2020 at 05:32 UTC to Thursday, 19 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 : 9358
Unique Edges : 4389
Edges With Duplicates : 12249
Total Edges : 16638
Number of Edge Types : 5
Retweet : 5452
MentionsInRetweet : 6123
Replies to : 427
Mentions : 1550
Tweet : 3086
Self-Loops : 3134
Reciprocated Vertex Pair Ratio : 0.0032488628979857
Reciprocated Edge Ratio : 0.00647668393782383
Connected Components : 2460
Single-Vertex Connected Components : 1042
Maximum Vertices in a Connected Component : 3208
Maximum Edges in a Connected Component : 6989
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.601541
Graph Density : 8.81652878963244E-05
Modularity : 0.523395
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,358 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, 20 November 2020 at 10:27 UTC.

The requested start date was Friday, 20 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, 8-minute period from Tuesday, 17 November 2020 at 05:32 UTC to Thursday, 19 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:
[61] https://newsdigest.jp/pages/coronavirus/
[50] https://jp.reuters.com/article/health-coronavirus-who-cases-idJPKBN27W2YR?taid=5fb32c531ef01a000123ad03&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[36] https://jp.reuters.com/news/world/coronavirus
[34] https://www.twincities.com/2020/11/17/over-900-mayo-staff-have-gotten-covid-19-in-past-two-weeks/
[31] https://www.reuters.com/article/us-health-coronavirus-usa-minnesota-idUSKBN27Z04M?taid=5fb6040f6dc9620001104e24&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[28] https://www.nytimes.com/2020/11/17/health/coronavirus-immunity.html
[23] https://www.japantimes.co.jp/liveblogs/news/coronavirus-outbreak-updates/?arena_mid=xgepdFIPaFO7UPHbLL3R&v=2
[21] https://trib.al/23KyrxJ
[19] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-first-covid-19-test-self-testing-home
[14] https://www.cnn.com/2020/11/18/health/us-coronavirus-wednesday/index.html?utm_source=facebook&utm_medium=news_tab&utm_content=curated

Top URLs in Tweet in G1:
[6] http://5f219b5i0qi7n4afg7lgt2si36.hop.clickbank.net/
[5] https://www.nytimes.com/2020/11/17/health/coronavirus-immunity.html?smid=tw-share
[5] http://visual.gnutiez.de:8082/hl_diff.html
[4] https://www.reuters.com/article/us-health-coronavirus-vaccines-moderna/we-can-stop-covid-19-moderna-vaccine-success-gives-world-more-hope-idUSKBN27W1E6
[4] https://jp.reuters.com/article/health-coronavirus-who-cases-idJPKBN27W2YR
[4] https://www.cnn.com/2020/11/17/us/coronavirus-midwest-northern-governors/index.html
[4] https://www.nytimes.com/2020/11/18/opinion/coronavirus-school-closures.html?smid=tw-share
[4] https://www.politico.com/news/2020/11/18/biden-coronavirus-team-deborah-birx-437923
[3] https://www.faz.net/aktuell/gesellschaft/gesundheit/coronavirus/corona-zahlen-weniger-infizierte-als-vor-einer-woche-17056189.html
[3] https://www.nytimes.com/2020/11/17/us/politics/coronavirus-congress-grassley.html

Top URLs in Tweet in G2:
[23] https://www.twincities.com/2020/11/17/over-900-mayo-staff-have-gotten-covid-19-in-past-two-weeks/
[3] https://www.kansascity.com/news/coronavirus/article247248634.html
[1] https://www.thestar.com/news/canada/2020/09/12/should-we-infect-volunteers-with-covid-19-to-test-potential-vaccines-the-dilemma-of-human-challenge-testing.html
[1] https://www.jsonline.com/story/news/solutions/2020/11/17/wisconsin-swamped-coronavirus-republican-leaders-do-nothing/6266706002/?utm_campaign=snd-autopilot
[1] https://coloradosun.com/2020/11/16/coronavirus-colorado-jobs-technology/
[1] https://www.jsonline.com/story/news/solutions/2020/11/17/wisconsin-swamped-coronavirus-republican-leaders-do-nothing/6266706002/

Top URLs in Tweet in G3:
[10] https://slate.com/news-and-politics/2020/08/trump-coronavirus-deaths-timeline.html
[9] https://www.usatoday.com/story/news/nation/2020/03/21/coronavirus-quarantine-haunts-polio-epidemic-survivors/2868771001/
[5] https://www.washingtonpost.com/politics/trump-coronavirus-response/2020/11/14/61137f4c-25cb-11eb-8599-406466ad1b8e_story.html
[4] https://www.theverge.com/2020/11/18/21573053/cleaning-robots-autonomous-covid-19-coronavirus-uv-foggers-offices-breezy-one?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://www.nytimes.com/2020/11/17/health/coronavirus-immunity.html
[2] https://www.cnn.com/2020/11/18/health/us-coronavirus-wednesday/index.html
[2] https://www.theverge.com/2020/11/18/21573041/coronavirus-vaccine-trump-transition-problems-concede-election-results?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-usa-meat-idUSKBN27R326
[2] https://www.google.com/
[2] https://www.cnn.com/2020/11/15/us/dallas-texas-food-bank-coronavirus/index.html

Top URLs in Tweet in G4:
[23] https://www.reuters.com/article/us-health-coronavirus-usa-minnesota-idUSKBN27Z04M?taid=5fb6040f6dc9620001104e24&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/health-coronavirus-greece-xmas-candles/santa-candles-get-masked-up-in-greece-in-covid-19-surge-idINKBN27Y12A
[6] https://www.ctvnews.ca/health/coronavirus/u-s-nurse-says-dying-covid-19-patients-spent-last-minutes-insisting-virus-isn-t-real-1.5191235?taid=5fb35fe71ef01a000123add1&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-health-coronavirus-southkorea-idUSKBN27W32M?taid=5fb35a061ef01a000123adbe&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/uk-health-coronavirus-usa-trends-idUKKBN27W308?taid=5fb357afaa7670000198dcbc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/uk-health-coronavirus-britain-procuremen-idUKKBN27Y00F?taid=5fb4ab7e5ee68d0001b51cc2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-vaccines-covax-exc-idUSKBN27Y2UU?taid=5fb5cb4af7584a00013cdd0a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-usa-congress-idUSKBN27X2QW?taid=5fb4b15a49698f00019c4334&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.staradvertiser.com/2020/11/17/breaking-news/toilet-paper-limits-empty-shelves-are-back-as-coronavirus-surges/
[2] https://www.reuters.com/article/uk-health-coronavirus-britain-spending-idUSKBN27W2ZI?taid=5fb352fd00c08d0001be1a08&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G5:
[3] https://www.forexlive.com/news/!/tokyo-reports-record-493-new-coronavirus-cases-fnn-20201118
[2] https://apnews.com/article/joe-biden-el-salvador-nayib-bukele-coronavirus-pandemic-central-america-599fb3cfd4e970de62870c59c5f1f74d
[2] https://www.jsonline.com/story/news/solutions/2020/11/17/wisconsin-swamped-coronavirus-republican-leaders-do-nothing/6266706002/
[2] https://asiapacific.unfpa.org/en/news/delivery-time-coronavirus-one-mothers-story
[1] https://thehill.com/homenews/senate/495155-mcconnell-draws-red-line-coronavirus-bill-wont-pass-senate-without-liability
[1] https://apnews.com/article/donald-trump-coronavirus-pandemic-elections-campaigns-124d914bb082575aeec8042629aa932c?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://apnews.com/article/financial-markets-tokyo-hong-kong-coronavirus-pandemic-asia-41272a6a6ccbf06af32e17789a8a4bb2?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/spacex-elon-musk-coronavirus-pandemic-8ec1cd8f9c09714755fc47a53ce8f77f?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://apnews.com/article/coronavirus-pandemic-3e22bd5b4d448c3906c1dabd81f19abe?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://apnews.com/article/chuck-grassley-quarantine-virus-exposure-75dad54f5f5c28fdb9a8e6f811bf4592?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP

Top URLs in Tweet in G6:
[2] https://www.kron4.com/health/coronavirus/coronavirus-cases-in-the-san-francisco-bay-area/
[2] https://english.elpais.com/society/2020-10-28/a-room-a-bar-and-a-class-how-the-coronavirus-is-spread-through-the-air.html
[1] https://cnn.it/339o3Ej
[1] https://cnn.it/2KcBKvr
[1] https://cnn.it/2ILKVm1
[1] https://cnn.it/3kJVfIs
[1] https://cnn.it/36Fwl7H
[1] https://cnn.it/2IyzNZT
[1] https://cnn.it/3f6rW1d
[1] https://cnn.it/35FhYkE

Top URLs in Tweet in G7:
[5] https://www.nytimes.com/live/2020/11/17/world/covid-19-coronavirus?action=click&module=Top%20Stories&pgtype=Homepage
[3] https://etcanada.com/news/714409/dolly-parton-praised-by-fans-after-donating-1-million-to-coronavirus-vaccine-research/
[3] https://consequenceofsound.net/2020/11/dolly-partons-1-million-donation-helped-fund-successful-covid-19-vaccine/
[2] https://www.nytimes.com/2020/11/17/health/coronavirus-immunity.html
[1] https://nyti.ms/2IKERtI
[1] https://nyti.ms/3eMv6Hu
[1] https://nyti.ms/38Pe7n1
[1] https://nyti.ms/35A1UAw
[1] https://nyti.ms/38O8fdB
[1] https://nyti.ms/2IAKLhw

Top URLs in Tweet in G8:
[7] https://www.theblaze.com/news/gov-abbott-texas-coronavirus-lockdown?utm_source=dlvr.it&utm_medium=twitter
[4] https://www3.nhk.or.jp/nhkworld/en/news/20201119_24/?cid=wohk-tw-org_wn
[2] https://www.theblaze.com/news/gov-abbott-texas-coronavirus-lockdown
[2] https://www3.nhk.or.jp/nhkworld/en/news/
[2] https://secure.actblue.com/donate/flip-the-senate-blue-georgia
[2] https://www.nbcnews.com/news/us-news/u-s-surpasses-250-000-coronavirus-deaths-virus-mortality-rate-n1248109
[2] https://www.vox.com/policy-and-politics/2020/4/1/21202900/kelly-loeffler-stock-sales-coronavirus-pandemic
[2] https://www.kvue.com/article/news/health/coronavirus/dolly-parton-donates-to-vanderbilt-as-they-research-to-find-a-way-to-stop-coronavirus/51-26c654f2-385a-4562-921e-f13c2928c3e4
[1] https://www.theblaze.com/news/california-coronavirus-democrat-hypocrisy-hawaii
[1] https://www.theblaze.com/news/california-coronavirus-democrat-hypocrisy-hawaii?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[23] https://www.japantimes.co.jp/liveblogs/news/coronavirus-outbreak-updates/?arena_mid=xgepdFIPaFO7UPHbLL3R&v=2
[5] https://www.theguardian.com/australia-news/2020/nov/17/australia-covid-19-lockdown-rules-coronavirus-restrictions-by-state-how-far-can-travel-interstate-border-social-distancing-nsw-victoria-vic-queensland-qld-wa-sa-act-how-many-people-over-house?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1605591090
[4] https://www.japantimes.co.jp/news/2020/11/17/world/who-cluster-coronavirus-staff/
[3] https://www.latimes.com/california/story/2020-11-16/california-coronavirus-cases-nearly-double-in-two-weeks
[2] https://www.latimes.com/espanol/california/articulo/2020-11-15/por-que-las-personas-de-30-a-49-anos-tienen-mas-riesgos-de-contagiarse-de-coronavirus
[2] https://www.latimes.com/sports/usc/story/2020-11-15/usc-utah-clay-helton-coronavirus-pac-12
[2] https://www.latimes.com/world-nation/story/2020-11-16/2nd-coronavirus-vaccine-shows-early-success-in-u-s-tests
[2] https://www.latimes.com/world-nation/newsletter/2020-11-16/trump-delayed-biden-transition-coronavirus
[2] https://www.latimes.com/california/story/2020-11-16/some-in-l-a-are-getting-covid-19-tests-so-they-can-party-socialize-officials-call-this-a-disaster
[2] https://www.latimes.com/california/story/2020-11-18/la-county-could-see-new-stay-at-home-order-covid19-surge

Top URLs in Tweet in G10:
[4] https://trib.al/pYSwjIG
[2] https://www.wxyz.com/news/coronavirus/workers-at-sterling-heights-assembly-plant-fear-covid-19-spreading-again
[2] https://hillreporter.com/trump-gives-up-pretending-to-care-about-coronavirus-85045?utm_source=dlvr.it&utm_medium=twitter
[1] https://nbcnews.to/2IDcRZz
[1] https://nbcnews.to/3lFc4oV
[1] https://nbcnews.to/3pE0Bsg
[1] https://bit.ly/3kKT9rJ
[1] https://www.vox.com/policy-and-politics/2020/4/22/21229360/coronavirus-covid-19-fox-news-sean-hannity-misinformation-death
[1] https://www.reuters.com/article/us-health-coronavirus-usa-minnesota-idUSKBN27Z04M?taid=5fb6040f6dc9620001104e24&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.nbcnews.com/news/us-news/300-person-wedding-washington-state-leads-least-17-coronavirus-cases-n1247985

Top Domains
Top Domains in Tweet in Entire Graph:
[252] reuters.com
[172] twitter.com
[170] nytimes.com
[116] cnn.com
[102] co.uk
[97] trib.al
[75] washingtonpost.com
[61] newsdigest.jp
[54] apnews.com
[49] bit.ly

Top Domains in Tweet in G1:
[56] twitter.com
[53] nytimes.com
[35] reuters.com
[28] co.uk
[27] cnn.com
[26] msn.com
[22] washingtonpost.com
[19] com.au
[18] theguardian.com
[11] youtube.com

Top Domains in Tweet in G2:
[23] twincities.com
[3] kansascity.com
[2] jsonline.com
[1] thestar.com
[1] coloradosun.com

Top Domains in Tweet in G3:
[10] slate.com
[9] usatoday.com
[7] washingtonpost.com
[6] theverge.com
[5] nytimes.com
[5] cnn.com
[4] twitter.com
[4] reuters.com
[2] foxnews.com
[2] michigan.gov

Top Domains in Tweet in G4:
[70] reuters.com
[17] ctvnews.ca
[8] reut.rs
[4] politico.com
[3] twitter.com
[3] staradvertiser.com
[2] trib.al
[2] nytimes.com
[2] co.ke
[1] co.uk

Top Domains in Tweet in G5:
[13] apnews.com
[8] twitter.com
[4] forexlive.com
[3] msnbc.com
[3] ft.com
[2] jsonline.com
[2] unfpa.org
[1] thehill.com
[1] nbcnews.com
[1] reuters.com

Top Domains in Tweet in G6:
[14] cnn.it
[4] kron4.com
[3] cbsloc.al
[3] usnews.com
[2] cbslocal.com
[2] wthr.com
[2] cnn.com
[2] elpais.com
[1] trib.al
[1] foxnews.com

Top Domains in Tweet in G7:
[19] nyti.ms
[12] nytimes.com
[4] twitter.com
[3] etcanada.com
[3] consequenceofsound.net
[2] com.br
[1] worldometers.info
[1] theguardian.com
[1] nejm.org
[1] bit.ly

Top Domains in Tweet in G8:
[11] theblaze.com
[6] or.jp
[4] kvue.com
[2] actblue.com
[2] nbcnews.com
[2] vox.com
[1] reuters.com
[1] stripes.com
[1] cnbc.com
[1] statesman.com

Top Domains in Tweet in G9:
[29] co.jp
[21] latimes.com
[8] ndtv.com
[7] theguardian.com
[4] themoscowtimes.com
[4] zeit.de
[4] deseret.com
[2] twitter.com
[2] fresnobee.com
[1] floridapolitics.com

Top Domains in Tweet in G10:
[4] trib.al
[3] nbcnews.to
[3] nbcnews.com
[2] wxyz.com
[2] hillreporter.com
[1] bit.ly
[1] vox.com
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1068] coronavirus
[685] covid19
[105] covid_19
[76] covid
[55] corona
[41] 新型コロナウイルス
[38] 新型コロナ
[37] breaking
[35] 速報
[33] pandemic



Top Hashtags in Tweet in G1:
[283] coronavirus
[149] covid19
[31] covid_19
[22] covid
[16] india
[15] news
[13] corona
[13] pandemic
[10] virus
[9] who

Top Hashtags in Tweet in G3:
[7] coronavirus
[4] covid19
[3] operationwarpspeed
[2] cnn
[2] covidalert
[2] viganò
[2] thegreatreset
[2] stampedemeat
[2] sues
[2] newmexico

Top Hashtags in Tweet in G4:
[5] covid19
[4] coronavirus
[3] wearamask
[2] republicanhorrorshow
[2] coronavirusvaccine
[1] donaldtrump
[1] theloser
[1] dontcensorme

Top Hashtags in Tweet in G5:
[36] coronavirus
[18] covid19
[4] emilymurphy
[4] murphy
[3] biden
[3] transitionteam
[3] donaldtrump
[2] superspreader
[2] washington
[2] transitionnow

Top Hashtags in Tweet in G6:
[9] coronavirus
[4] trumpgopdeathcult
[2] bayarea
[2] cleveland
[1] bidenharristransition
[1] leadershipiscoming
[1] democracywins
[1] smartnews

Top Hashtags in Tweet in G7:
[17] coronavirus
[10] covid19
[7] fiqueemcasa
[5] mascarasalva
[4] saúde
[4] coronavírus
[4] usemmascara
[2] drdecioqtfilho
[2] usemascara
[2] novocoronavírus

Top Hashtags in Tweet in G8:
[2] dollyparton
[1] covidalert
[1] 250kdeadamericans
[1] wtpblue
[1] demvoice1
[1] wtpsenate
[1] austin
[1] gapol
[1] demcastga
[1] demcasttx

Top Hashtags in Tweet in G9:
[12] coronavirus
[7] covid19
[5] rki
[4] neuinfektionen
[4] pandemic
[4] coronavirusupdate
[3] coronavirusus
[3] infectiousdisease
[2] covid_19
[2] covidvaccine

Top Hashtags in Tweet in G10:
[2] covid19
[1] nomasknoenternojob

Top Words
Top Words in Tweet in Entire Graph:
[4737] coronavirus
[1287] covid
[1068] #coronavirus
[1034] 19
[1016] people
[755] cases
[745] 000
[685] #covid19
[632] americans
[565] more

Top Words in Tweet in G1:
[587] coronavirus
[283] #coronavirus
[173] covid
[149] #covid19
[146] 19
[78] cases
[76] more
[60] vaccine
[54] क
[47] people

Top Words in Tweet in G2:
[426] coronavirus
[414] jesselehrich
[393] sure
[393] dead
[393] people
[393] vote
[393] early
[393] voting
[393] began
[393] sept

Top Words in Tweet in G3:
[145] coronavirus
[92] realdonaldtrump
[77] trump
[48] biden
[45] team
[42] billkristol
[36] president
[36] more
[33] alex
[33] azar

Top Words in Tweet in G4:
[162] reuters
[138] covid
[134] 19
[58] president
[53] refusal
[52] data
[51] elect
[51] key
[50] joe
[50] biden

Top Words in Tweet in G5:
[78] coronavirus
[48] americans
[38] 000
[36] #coronavirus
[33] ap
[28] over
[27] cases
[23] joebiden
[22] people
[20] breaking

Top Words in Tweet in G6:
[108] cnn
[48] coronavirus
[42] covid
[39] pandemic
[37] key
[36] risk
[36] nurse
[35] relief
[35] end
[34] 19

Top Words in Tweet in G7:
[101] coronavirus
[93] nytimes
[41] people
[37] million
[30] fund
[27] research
[25] dolly
[25] parton
[22] jolene
[21] president

Top Words in Tweet in G8:
[67] coronavirus
[52] virus
[32] theblaze
[29] over
[28] governor
[27] locks
[27] down
[27] california
[27] spike
[27] lawmakers

Top Words in Tweet in G9:
[59] coronavirus
[45] latimes
[45] cases
[44] covid
[36] 19
[33] breaking
[31] daily
[30] tokyo
[26] people
[26] state

Top Words in Tweet in G10:
[76] coronavirus
[40] kylegriffin1
[39] 000
[36] senate
[36] president
[34] first
[33] nearly
[32] obama's
[32] promised
[32] land

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[982] covid,19
[458] 000,americans
[456] americans,died
[444] died,coronavirus
[410] 50,000
[407] people,vote
[406] sure,dead
[406] dead,people
[406] vote,early
[406] early,voting

Top Word Pairs in Tweet in G1:
[131] covid,19
[51] #coronavirus,#covid19
[38] #covid19,#coronavirus
[36] coronavirus,cases
[16] coronavirus,vaccine
[14] coronavirus,pandemic
[13] coronavirus,covid
[13] read,more
[12] spread,coronavirus
[12] south,australia

Top Word Pairs in Tweet in G2:
[393] sure,dead
[393] dead,people
[393] people,vote
[393] vote,early
[393] early,voting
[393] voting,began
[393] began,sept
[393] sept,18
[393] 18,50
[393] 50,000

Top Word Pairs in Tweet in G3:
[34] biden,coronavirus
[33] alex,azar
[33] azar,meet
[33] meet,biden
[33] coronavirus,team
[33] team,tomorrow
[33] tomorrow,begin
[33] begin,process
[33] process,briefing
[33] briefing,trump

Top Word Pairs in Tweet in G4:
[134] covid,19
[51] president,elect
[50] elect,joe
[50] joe,biden
[50] biden,gsa
[50] gsa,refusal
[50] refusal,share
[50] share,key
[50] key,data
[50] data,covid

Top Word Pairs in Tweet in G5:
[21] 000,americans
[16] #coronavirus,cases
[15] ap,breaking
[14] million,americans
[13] death,toll
[13] americans,killed
[12] coronavirus,vaccine
[12] president,elect
[10] team,coronavirus
[9] cases,soaring

Top Word Pairs in Tweet in G6:
[34] covid,19
[34] key,pandemic
[34] pandemic,relief
[34] relief,programs
[34] programs,set
[34] set,expire
[34] expire,end
[34] end,december
[34] december,here's
[34] here's,risk

Top Word Pairs in Tweet in G7:
[25] dolly,parton
[23] million,fund
[23] fund,research
[23] research,coronavirus
[21] parton,given
[21] given,world
[21] world,jolene
[21] jolene,buffy
[21] buffy,vampire
[21] vampire,slayer

Top Word Pairs in Tweet in G8:
[27] governor,locks
[27] locks,down
[27] down,california
[27] california,over
[27] over,virus
[27] virus,spike
[27] spike,lawmakers
[27] lawmakers,flying
[27] flying,conference
[27] conference,luxury

Top Word Pairs in Tweet in G9:
[36] covid,19
[30] 19,cases
[24] record,covid
[23] breaking,tokyo
[23] tokyo,sets
[23] sets,daily
[23] daily,record
[23] cases,493
[23] 493,reports
[22] japantimes,breaking

Top Word Pairs in Tweet in G10:
[32] president,obama's
[32] obama's,promised
[32] promised,land
[32] land,sold
[32] sold,nearly
[32] nearly,890
[32] 890,000
[32] 000,copies
[32] copies,canada
[32] canada,first

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@seanhannity
@shefali_bagga
@franklin_graham
@kamalaharris
@jim_jordan
@rjdforindia
@gsaemily
@senatemajldr
@kayleighmcenany

Top Replied-To in G3:
@realdonaldtrump
@jim_jordan
@kayleighmcenany
@ivankatrump
@andrewhittgop
@billkristol
@tuckercarlson
@repjamescomer
@liuxininbeijing
@dprice413

Top Replied-To in G4:
@canyou_sonicme
@leesmithdc
@h_justme
@jwanglea

Top Replied-To in G5:
@kamalaharris
@gsaemily
@senatemajldr
@pacdweu
@jacindaardern
@tombales1
@chrislhayes
@americaperpwalk
@chefkunalkapur
@vanessanikole2

Top Replied-To in G6:
@cnn
@teapartycat
@peterhotez
@b52malmet

Top Replied-To in G7:
@datadrivenmd
@mbittencourtmd
@nytimes
@lovebeloved_vn
@tellmeimhere
@ridleydm

Top Replied-To in G8:
@reverendwarnock
@linahidalgotx
@chicalinat
@gr8yb
@tantrumblue1

Top Replied-To in G9:
@guardian

Top Replied-To in G10:
@edwinhollins
@kathygriffin
@kylegriffin1

Top Mentioned
Top Mentioned in Entire Graph:
@jesselehrich
@reuters
@cnn
@nytimes
@reutersjapan
@conanobrien
@realdonaldtrump
@ishafoundation
@cbsnews
@newsdigestweb

Top Mentioned in G1:
@skinnergj
@africanaffairs
@lifecoachadam1
@sixandlaura
@likesmixednuts
@dukana2
@evasmartai
@leepagg
@ahmedturan02

Top Mentioned in G2:
@jesselehrich
@journalsentinel
@alexnazaryan
@apbenven
@andersoncooper
@alex_n_boyd
@kcstar
@gadgetress
@techtonicgroup

Top Mentioned in G3:
@realdonaldtrump
@billkristol
@randpaul
@whitehouse
@joncoopertweets
@anniegabstonh
@eugenegu
@kayleighmcenany
@oann
@frankamari2

Top Mentioned in G4:
@reuters
@ctvnews
@jbendery
@politico
@voguemagazine
@reutersgraphics
@davereaboi
@reuterspolitics
@staradvertiser
@rob_cyran

Top Mentioned in G5:
@ap
@joebiden
@drdenagrayson
@msnbc
@berniesanders
@morning_joe
@senatemajldr
@kamalaharris
@kasie
@potus

Top Mentioned in G6:
@cnn
@jaketapper
@franklin_graham
@cbschicago
@cbsla
@b52malmet
@reuters
@sadiemaetn
@peterhotez
@kron4news

Top Mentioned in G7:
@nytimes
@dollyparton
@motherjones
@erictopol
@katherinejwu
@maggienyt
@ewertonknowles
@dealbook
@jesselehrich
@charlie_smart_

Top Mentioned in G8:
@theblaze
@funder
@reverendwarnock
@ossoff
@gregabbott_tx
@starsandstripes
@kloeffler
@nhkworld_news
@statesman
@danpatrick

Top Mentioned in G9:
@latimes
@japantimes
@moscowtimes
@ndtv
@zeitonline
@guardian
@australian
@deseretnews
@jacobogles
@reuters

Top Mentioned in G10:
@kylegriffin1
@cooperhefner
@nbcnews
@wallisweaver
@therickydavila
@billkristol
@reuters
@hollzitgoin
@kathygriffin
@drdenagrayson

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@zazoomblog
@missb62
@infoitinterno
@tesco
@americanair
@extravzla
@belizean_bz
@gocoo_59

Top Tweeters in G1:
@la_patilla
@zazoomblog
@infoitinterno
@extravzla
@difusion365
@abbtakk
@elilustrativo
@losarticulistas
@tuitreportes
@medicinehelp

Top Tweeters in G2:
@russelltim151
@heynessagirl
@michaelhjordan
@artis_elemental
@coalminetweety
@manicsocratic
@schmanthonyp
@safarisara
@azazet
@misskylie77

Top Tweeters in G3:
@walmart
@catlover1943
@mame6432
@mobygrapefan
@ewindham3
@charlotteonder1
@dollymad1812
@usatoday
@people
@americancflfan

Top Tweeters in G4:
@vedehimajumdar
@reuters
@sallyagale
@eigensinn83
@pouceopposable
@alykhansatchu
@spencerkarter
@solomankarl
@politico
@nofixedabode

Top Tweeters in G5:
@theresamax
@timesnow
@margaritateresa
@kimpy123
@dunaisiaka
@dualgrey
@forexlive
@not_backingdown
@ajc
@financialtimes

Top Tweeters in G6:
@tiniskwerl
@yojora
@shirfire218
@ikateufel
@njmike731
@taniagroe
@b52malmet
@cnn
@wthrcom
@paulmiller1313

Top Tweeters in G7:
@arriadna
@genghisgalahad2
@nytimes
@uol
@camoxendale
@bot_corona_v
@etcanada
@wavetop
@maggienyt
@motherjones

Top Tweeters in G8:
@serafinos
@mjgarciakcmo
@m42calhoun
@youranonriots
@kateacosta5
@funder
@lyonsmme
@kvue
@ellysiumfields
@koolkev512

Top Tweeters in G9:
@astwisa
@ndtv
@world_news_eng
@guardian
@kimvie
@npsusa
@victorb123
@byebyetokyo2
@gloriatibitri
@seagal_lori

Top Tweeters in G10:
@mapocoloco
@covingtonq
@argusc
@ssmunsell
@mznikkinew
@nbcnews
@cherokee_autumn
@marciw10
@varda_friedman
@krisketzkmbc