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Coronavirus_2020-10-16_01-18-53.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/31cN3JK
@kylegriffin1
@drericding
@cnn
@realdonaldtrump
@drdenagrayson
@spectatorindex
@sifill_ldf
@caitiecait21
@jaketapper
@eugenegu

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#covid__19
#trump
#auspol
#corona

Description:
Description
The graph represents a network of 9,262 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, 16 October 2020 at 08:35 UTC.

The requested start date was Friday, 16 October 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, 13 October 2020 at 03:24 UTC to Thursday, 15 October 2020 at 03:27 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 : 9262
Unique Edges : 3951
Edges With Duplicates : 13327
Total Edges : 17278
Number of Edge Types : 5
Retweet : 6144
MentionsInRetweet : 6899
Tweet : 2658
Replies to : 358
Mentions : 1219
Self-Loops : 2692
Reciprocated Vertex Pair Ratio : 0.0017165277096616
Reciprocated Edge Ratio : 0.00342717258261934
Connected Components : 2074
Single-Vertex Connected Components : 687
Maximum Vertices in a Connected Component : 3886
Maximum Edges in a Connected Component : 8806
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.533148
Graph Density : 9.52487742928385E-05
Modularity : 0.515233
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,262 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, 16 October 2020 at 08:35 UTC.

The requested start date was Friday, 16 October 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, 13 October 2020 at 03:24 UTC to Thursday, 15 October 2020 at 03:27 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:
[68] https://www.cnn.com/2020/10/13/politics/trish-scalia-positive-coronavirus/index.html
[62] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html
[34] https://www.breitbart.com/politics/2020/10/12/white-house-physician-donald-trump-now-testing-negative-for-coronavirus/
[31] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html?referringSource=articleShare
[26] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html
[24] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html?referringSource=articleShare
[24] https://www.mediaite.com/tv/jim-acosta-fires-back-as-trump-rally-goers-chant-cnn-sucks-in-live-shot-what-also-sucks-getting-the-coronavirus/
[23] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html?smid=tw-share
[17] https://www.nytimes.com/live/2020/10/13/world/coronavirus-covid
[16] https://nypost.com/2020/10/12/nevada-man-becomes-first-in-us-to-contract-coronavirus-twice/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow

Top URLs in Tweet in G1:
[32] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html
[8] https://www.cnn.com/2020/10/13/politics/trish-scalia-positive-coronavirus/index.html
[6] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html?smid=tw-share
[6] https://www.fantasticradio.co.uk/LISTENLIVE
[6] https://gov.uk/CORONAVIRUS
[5] https://www.cnn.com/videos/politics/2020/10/13/nancy-pelosi-intv-stimulus-bill-trump-offer-coronavirus-tsr-vpx.cnn
[5] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html
[3] https://www.reuters.com/article/us-health-coronavirus-lilly-exclusive/exclusive-fda-faults-quality-control-at-lilly-plant-making-trump-touted-covid-drug-idUSKBN26Y30C
[3] https://www.nytimes.com/2020/10/12/health/coronavirus-pandemic-vaccine-optimism.html?smid=tw-share
[3] https://www.cnn.com/2020/10/13/health/us-coronavirus-tuesday/index.html

Top URLs in Tweet in G2:
[7] https://www.nytimes.com/2020/10/14/health/coronavirus-trump-antibodies.html
[4] https://www.nytimes.com/2020/10/13/opinion/trump-china-coronavirus.html
[3] https://www.scotsman.com/news/opinion/columnists/covid-19-herd-immunity-strategy-flawed-until-we-have-coronavirus-vaccine-professor-devi-sridhar-2981017#click=https://t.co/v44ipVFlJx
[3] https://fortune.com/2020/07/27/herd-immunity-coronavirus-covid-sweden/amp/
[2] https://cn.nytimes.com/opinion/20201014/trump-china-coronavirus/?utm_source=tw-nytimeschinese&utm_medium=social&utm_campaign=cur
[2] https://cn.nytimes.com/morning-brief/20201015/china-xi-shenzhen-coronavirus-paris-curfew/?utm_source=tw-nytimeschinese&utm_medium=social&utm_campaign=cur
[2] https://www.nytimes.com/live/2020/10/12/world/coronavirus-covid#white-house-doctor-says-rapid-test-shows-trump-has-tested-negative
[2] https://www.nytimes.com/2020/09/22/opinion/covid-vaccine-coronavirus.html
[2] https://markets.businessinsider.com/news/stocks/goldman-sachs-stock-price-q3-earnings-report-beat-estimates-coronavirus-2020-10-1029678620
[1] https://www.cnbc.com/2020/10/13/us-pauses-eli-lillys-trial-of-a-coronavirus-antibody-treatment-over-safety-concerns.html

Top URLs in Tweet in G3:
[33] https://www.breitbart.com/politics/2020/10/12/white-house-physician-donald-trump-now-testing-negative-for-coronavirus/
[14] https://nypost.com/2020/10/12/nevada-man-becomes-first-in-us-to-contract-coronavirus-twice/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[6] https://www.breitbart.com/politics/2020/10/14/cdc-study-85-of-coronavirus-patients-reported-wearing-masks-always-or-often/
[3] https://www.breitbart.com/health/2020/10/13/fact-check-joe-biden-lied-to-seniors-about-what-trump-said-on-coronavirus-troops/
[3] https://www.breitbart.com/politics/2020/10/13/michigan-supreme-court-gretchen-whitmers-coronavirus-orders-are-voided-now-not-october-30/
[3] https://thefederalist.com/2020/10/12/cdc-study-finds-overwhelming-majority-of-people-getting-coronavirus-wore-masks/?fbclid=IwAR0OrPbW8VqRPBIGkMAVzgM_VcBVKUWlKxK_0vUmGX5-lUMhV4O9YzUbbZ0
[3] https://www.nytimes.com/2020/10/12/health/coronavirus-pandemic-vaccine-optimism.html
[2] https://nypost.com/2020/10/12/tennessee-mayor-lonnie-norman-dies-of-coronavirus/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[2] https://www.palmerreport.com/analysis/doctor-cant-get-his-lies-straight-about-his-latest-coronavirus-test/33119/
[2] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html?referringSource=articleShare

Top URLs in Tweet in G4:
[5] https://www.nytimes.com/2020/09/30/us/politics/trump-coronavirus-misinformation.html
[3] https://www.politico.com/news/2020/09/25/trump-hhs-ads-coronavirus-421957
[3] https://americanindependent.com/mitch-mcconnell-amy-mcgrath-debate-senate-kentucky-virus-relief-laugh/
[2] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html?referringSource=articleShare
[2] https://bit.ly/374Y6Zk
[2] https://www.thedailybeast.com/sen-kelly-loeffler-dumped-millions-in-stock-after-coronavirus-briefing
[1] https://bit.ly/373Eg0x
[1] https://www.huffpost.com/entry/mitch-mcconnell-coronavirus-laugh_n_5f850bffc5b62f97bac6e12d?45
[1] https://nyti.ms/3iT3ktp
[1] https://www.nbcnews.com/politics/white-house/wife-trump-s-labor-secretary-who-was-barrett-rose-garden-n1243291

Top URLs in Tweet in G5:
[7] https://www.theblaze.com/news/hayes-pelosi-stalling-coronavirus-relief
[4] https://www.cnn.com/world/live-news/coronavirus-pandemic-10-12-20-intl/index.html?sr=twCNN101220undefined0809PMStory
[3] https://trib.al/Y18K4ei
[3] https://thehill.com/homenews/administration/521122-trump-cites-barron-trumps-coronavirus-case-in-arguing-for-schools-to
[3] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html?smid=tw-share
[3] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html
[2] https://www.cnn.com/world/live-news/coronavirus-pandemic-10-13-20-intl/index.html?sr=twCNN101320undefined0823PMStory
[2] https://trib.al/nlboD6G
[2] https://trib.al/5peFuxS
[2] https://trib.al/INMzQuV

Top URLs in Tweet in G6:
[9] https://www.reuters.com/article/us-health-coronavirus-southkorea-jobs-idUKKBN26Z073?taid=5f866e7b609c1e0001cd64c3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://thehill.com/homenews/administration/521122-trump-cites-barron-trumps-coronavirus-case-in-arguing-for-schools-to
[6] https://www.reuters.com/article/us-health-coronavirus-france-macron-idUSKBN26Z2TB?taid=5f874be7609c1e0001a53adc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/article/us-health-coronavirus-china-vaccine-idUSKBN27003J?taid=5f87bd92def85100010b95c1&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.mirror.co.uk/news/uk-news/coronavirus-holiday-quarantine-to-slashed-22847918
[5] https://www.reuters.com/article/health-coronavirus-japan-supercomputer/japan-supercomputer-shows-humidity-affects-aerosol-spread-of-coronavirus-idINL4N2H51NN
[5] https://thehill.com/homenews/media/520699-news-outlets-decline-to-send-staff-to-travel-with-trump-over-lack-of
[4] https://thehill.com/homenews/senate/520705-mcgrath-mcconnell-cant-get-it-done-on-covid-19-relief
[3] https://nation.africa/kenya/news/world/trump-s-teen-son-caught-coronavirus-2481618
[3] https://www.reuters.com/article/us-health-coronavirus-brazil-tally-idUSKBN26Y31X?taid=5f86651cdef8510001a352a4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G7:
[2] https://www.nbcwashington.com/news/sports/nfl-cancels-pro-bowl-in-las-vegas-due-to-covid-19-pandemic/2444655/
[2] https://www.nbcwashington.com/news/national-international/fauci-says-us-faces-a-whole-lot-of-trouble-as-coronavirus-cases-rise/2442849/
[1] https://www.dol.gov/newsroom/releases/osec/osec20201014
[1] https://twitter.com/azeen/status/1232366709975240704
[1] https://www.telemundo.com/noticias/edicion-noticias-telemundo/coronavirus/video/un-trabajador-latino-de-nbc-participa-como-voluntario-en-ensayos-de-una-vacuna-contra-el-tmvo9598959?s
[1] https://www.nytimes.com/2020/10/14/us/politics/stock-market-coronavirus-trump.html?smid=tw-share
[1] https://www.youtube.com/watch?v=2mL_cOckhzg&feature=youtu.be

[1] https://www.worldometers.info/coronavirus/
[1] https://www.washingtonpost.com/nation/2020/10/10/coronavirus-denier-sick-spreader/?arc404=true
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=2010ed10-0d5a-11eb-8b82-f12da704d6ac&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMC0xMi91LXMtdHJhaWxzLW90aGVyLWRldmVsb3BlZC1uYXRpb25zLWluLWN1cmJpbmctdmlydXMtZGVhdGhzP3NybmQ9cHJlbWl1bSZzcmVmPUw0NTlVd3pp

Top URLs in Tweet in G8:
[3] https://www.rawstory.com/2020/10/bar-owner-who-hosted-donald-trump-jr-is-now-in-icu-with-and-wants-to-punch-the-president/
[3] https://www.dailymail.co.uk/news/article-8148683/Australian-Border-Force-let-Ruby-Princess-cruise-passengers-disembark-Sydney-amid-coronavirus.html
[2] https://indianexpress.com/article/india/india-coronavirus-job-loss-migrant-workers-death-no-data-centre-6595549/
[2] https://bgr.com/2020/10/13/coronavirus-symptoms-smell-test-covid-19/?utm_source=twitter.com&utm_medium=social&utm_campaign=socialflow
[1] https://www.rawstory.com/2020/10/mcconnell-bashed-for-laughing-like-confederate-voldemort-about-during-kentucky-debate-aint-a-damn-thing-funny/
[1] https://www.bbc.com/afrique/monde-54527365
[1] https://www.dailymail.co.uk/news/article-8840031/Berlin-scraps-divisive-advert-showing-pensioner-giving-middle-finger.html?ito=social-twitter_mailonline
[1] https://www.abc.net.au/news/2020-08-13/fact-check-budget-debt-coronavirus-pandemic/12545628
[1] https://s.comptia.org/30xmj6e

Top URLs in Tweet in G9:
[2] https://www.king5.com/article/news/health/coronavirus/covid-fatigue-taking-a-toll-on-mental-health/281-47dd99de-7b74-4c79-a2e2-b760fc5ac3c2
[1] https://www.rawstory.com/2020/10/mcconnell-bashed-for-laughing-like-confederate-voldemort-about-during-kentucky-debate-aint-a-damn-thing-funny/?fbclid=IwAR0mBh9IpErc8bLxu4IpkRQ-avNJHzXqSX98BEQGy3iweehCYd6gDGV7k5U
[1] https://www.theatlantic.com/ideas/archive/2020/10/brooklyns-anti-masking-protests-betray-a-broken-culture/616694/?utm_source=twitter&utm_medium=social&utm_campaign=share

Top URLs in Tweet in G10:
[7] https://trib.al/TkiOnaB
[5] https://www.cbsnews.com/news/broadway-performers-coronavirus-shutdown-uncertainty-covid-19/?ftag=CNM-00-10aab7e&linkId=101934314
[3] https://trib.al/X3oVcPM
[3] https://www.abc.net.au/news/2020-10-14/nsw-coronavirus-eleven-new-locally-acquired-infections/12765002
[2] https://trib.al/28Bs1cx
[2] https://trib.al/iqDmyth
[2] https://www.leparisien.fr/societe/coronavirus-tres-peu-de-masques-au-meeting-de-trump-suivez-l-evolution-de-la-situation-en-direct-13-10-2020-8401602.php
[2] https://www.leparisien.fr/economie/coronavirus-en-france-l-edition-2021-du-salon-de-l-agriculture-annulee-13-10-2020-8402184.php
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-en-10-jours-25-000-personnes-se-portent-volontaires-pour-tester-des-vaccins-en-france_4140299.html
[2] https://www.abc.net.au/news/2020-10-13/donald-trump-holds-first-rally-in-florda-since-coronavirus/12760530

Top Domains
Top Domains in Tweet in Entire Graph:
[349] nytimes.com
[187] twitter.com
[159] cnn.com
[120] reuters.com
[91] co.uk
[84] trib.al
[55] breitbart.com
[55] bit.ly
[42] com.br
[39] com.au

Top Domains in Tweet in G1:
[74] nytimes.com
[58] twitter.com
[32] cnn.com
[31] tweetedtimes.com
[25] reuters.com
[15] co.uk
[10] washingtonpost.com
[9] cnbc.com
[9] theguardian.com
[9] sky.com

Top Domains in Tweet in G2:
[30] nytimes.com
[6] twitter.com
[3] scotsman.com
[3] fortune.com
[2] washingtonpost.com
[2] businessinsider.com
[1] cnbc.com
[1] nih.gov
[1] cnn.com
[1] usatoday.com

Top Domains in Tweet in G3:
[47] breitbart.com
[16] nypost.com
[11] nytimes.com
[9] twitter.com
[6] npr.org
[4] com.au
[4] thefederalist.com
[3] huffpost.com
[3] sputniknews.com
[2] palmerreport.com

Top Domains in Tweet in G4:
[9] nytimes.com
[3] bit.ly
[3] politico.com
[3] americanindependent.com
[2] thedailybeast.com
[1] huffpost.com
[1] nyti.ms
[1] nbcnews.com
[1] ohio.gov
[1] democracynow.org

Top Domains in Tweet in G5:
[19] cnn.it
[15] trib.al
[10] theblaze.com
[9] cnn.com
[8] nytimes.com
[4] politico.com
[4] utah.gov
[3] elpais.com
[3] ow.ly
[3] thehill.com

Top Domains in Tweet in G6:
[49] reuters.com
[23] thehill.com
[18] sky.com
[14] co.uk
[4] khaleejtimes.com
[3] toi.in
[3] nation.africa
[3] trib.al
[3] reut.rs
[3] hindustantimes.com

Top Domains in Tweet in G7:
[8] youtube.com
[4] nbcwashington.com
[2] twitter.com
[2] nytimes.com
[2] washingtonpost.com
[1] dol.gov
[1] telemundo.com
[1] worldometers.info
[1] bloomberg.com
[1] kxan.com

Top Domains in Tweet in G8:
[4] rawstory.com
[4] co.uk
[2] indianexpress.com
[2] bgr.com
[1] bbc.com
[1] net.au
[1] comptia.org

Top Domains in Tweet in G9:
[2] king5.com
[1] rawstory.com
[1] theatlantic.com

Top Domains in Tweet in G10:
[15] trib.al
[7] cbsnews.com
[6] net.au
[5] leparisien.fr
[4] washingtonpost.com
[4] francetvinfo.fr
[3] abcn.ws
[2] wapo.st
[2] cnn.it
[2] washex.am

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[857] coronavirus
[628] covid19
[54] covid
[39] covid_19
[24] covid__19
[22] trump
[21] auspol
[18] corona
[18] últimahora
[18] votebidenharris2020



Top Hashtags in Tweet in G1:
[94] coronavirus
[66] covid19
[8] trump
[8] covid
[6] foxnews
[6] smartnews
[6] homeofpossibilities
[6] believeyourpossibilities
[5] covid__19
[5] news

Top Hashtags in Tweet in G2:
[121] covid19
[7] coronavirus
[3] trumpcovid
[2] 时报专栏
[2] sarscov2
[1] truthmatters

Top Hashtags in Tweet in G3:
[19] coronavirus
[17] covid19
[4] trumpknew
[4] trump
[3] covid
[3] eeuu
[2] maga
[2] trumphasnoplan
[2] maskupamerica
[2] itdidnthavetobethisway

Top Hashtags in Tweet in G4:
[11] kysen
[4] covid19
[2] coronavirus
[1] inthistogetherohio

Top Hashtags in Tweet in G5:
[4] coronavirus
[4] covid19
[2] últimahora
[2] regeneron
[1] familiesfirst
[1] inthistogetherohio

Top Hashtags in Tweet in G6:
[18] coronavirus
[16] covid19
[3] itvideo
[3] firstup
[3] unlock
[2] uae
[2] covid_19
[2] imf
[2] fluseason
[2] drfauci

Top Hashtags in Tweet in G7:
[12] votebidenharris2020
[10] covid19
[6] coronavirus
[2] resist
[1] moderna
[1] texas
[1] turntexasblue
[1] mepolitics
[1] votebluetoendthisnightmare
[1] votebiden

Top Hashtags in Tweet in G8:
[12] coronavirus
[7] 10/14/2020 12:00:00 AM
[5] 10/12/2020 12:00:00 AM
[5] 0.5
[5] AM
[3] covid19
[3] eeuu
[2] télétravail
[2] 10/12/2020 12:00:00 AM
[2] tschira

Top Hashtags in Tweet in G9:
[1] onev1
[1] ovhealthcare

Top Hashtags in Tweet in G10:
[5] covid19
[4] breaking
[2] nursinghome
[2] voting
[2] covid_19
[1] auspol

Top Words
Top Words in Tweet in Entire Graph:
[4356] coronavirus
[1842] trump
[1148] covid
[860] #coronavirus
[811] 19
[651] breaking
[627] #covid19
[588] more
[583] pandemic
[540] cases

Top Words in Tweet in G1:
[411] coronavirus
[99] trump
[94] #coronavirus
[91] covid
[78] 19
[66] #covid19
[57] more
[51] virus
[50] spread
[46] 10

Top Words in Tweet in G2:
[412] drericding
[303] trump
[274] breaking
[213] pandemic
[202] giving
[202] rosy
[201] records
[201] reveal
[201] advisors
[201] publicly

Top Words in Tweet in G3:
[242] coronavirus
[169] realdonaldtrump
[121] trump
[71] donald
[46] breitbartnews
[42] dr
[40] over
[37] people
[35] negative
[34] testing

Top Words in Tweet in G4:
[333] kylegriffin1
[162] america
[161] moines
[158] billboard
[157] trump's
[157] political
[157] group
[157] rural
[157] 2020
[157] paid

Top Words in Tweet in G5:
[257] cnn
[169] coronavirus
[121] map
[77] trump
[76] covid
[76] 19
[71] election
[65] two
[62] 2020
[60] donlemon

Top Words in Tweet in G6:
[140] coronavirus
[48] covid
[44] 19
[44] reuters
[34] trump
[33] first
[24] barron
[22] skynews
[21] vaccine
[20] trump's

Top Words in Tweet in G7:
[139] coronavirus
[75] 2020
[73] government
[72] mike
[72] lee
[72] infected
[72] shouting
[72] purpose
[72] protect
[72] life

Top Words in Tweet in G8:
[136] coronavirus
[110] spectatorindex
[78] reports
[78] cases
[69] germany
[69] highest
[69] number
[69] daily
[69] pandemic
[69] began

Top Words in Tweet in G9:
[135] marsha
[135] blackburn
[135] sent
[135] two
[135] armed
[135] marshals
[135] home
[135] nashville
[135] subpoena
[135] congress

Top Words in Tweet in G10:
[105] coronavirus
[60] johnson
[50] doing
[36] trump
[32] abc
[31] vaccine
[30] washingtonpost
[30] unexplained
[28] illness
[27] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[778] covid,19
[287] drericding,breaking
[265] positive,coronavirus
[241] tested,positive
[224] donald,trump
[222] johnson,johnson
[209] breaking,records
[209] records,reveal
[209] reveal,trump
[209] trump,advisors

Top Word Pairs in Tweet in G1:
[73] covid,19
[40] trump,administration
[39] briefings,fueled
[38] reports,trump
[36] virus,spread
[36] fueled,sell
[32] spread,early
[32] early,reports
[32] administration,briefings
[31] see,more

Top Word Pairs in Tweet in G2:
[269] drericding,breaking
[201] breaking,records
[201] records,reveal
[201] reveal,trump
[201] trump,advisors
[201] advisors,publicly
[201] publicly,giving
[201] giving,rosy
[201] rosy,outlooks
[201] outlooks,pandemic

Top Word Pairs in Tweet in G3:
[64] donald,trump
[34] testing,negative
[33] wh,physician
[33] physician,donald
[33] trump,testing
[33] negative,coronavirus
[33] coronavirus,breitbartnews
[32] realdonaldtrump,wh
[23] amy,mcgrath
[23] mcgrath,calling

Top Word Pairs in Tweet in G4:
[157] political,group
[157] group,rural
[157] rural,america
[157] america,2020
[157] 2020,paid
[157] paid,digital
[157] digital,billboard
[157] billboard,near
[157] near,entrance
[157] entrance,moines

Top Word Pairs in Tweet in G5:
[76] covid,19
[60] cnn,donlemon
[60] donlemon,2020
[60] 2020,presidential
[60] presidential,election
[60] election,story
[60] story,two
[60] two,maps
[60] maps,coronavirus
[60] coronavirus,map

Top Word Pairs in Tweet in G6:
[44] covid,19
[20] first,lady
[13] donald,trump
[12] daily,coronavirus
[12] coronavirus,thread
[12] tested,positive
[12] skynews,coronavirus
[12] state,emergency
[12] coronavirus,relief
[11] south,korea

Top Word Pairs in Tweet in G7:
[72] mike,lee
[72] lee,infected
[72] infected,coronavirus
[72] coronavirus,shouting
[72] shouting,purpose
[72] purpose,government
[72] government,protect
[72] protect,life
[72] life,without
[72] without,mask

Top Word Pairs in Tweet in G8:
[78] coronavirus,cases
[69] germany,reports
[69] reports,highest
[69] highest,number
[69] number,daily
[69] daily,coronavirus
[69] cases,pandemic
[69] pandemic,began
[68] spectatorindex,germany
[25] spectatorindex,breaking

Top Word Pairs in Tweet in G9:
[135] marsha,blackburn
[135] blackburn,sent
[135] sent,two
[135] two,armed
[135] armed,marshals
[135] marshals,home
[135] home,nashville
[135] nashville,subpoena
[135] subpoena,congress
[135] congress,fetal

Top Word Pairs in Tweet in G10:
[30] johnson,johnson
[28] unexplained,illness
[27] covid,19
[25] doing,something
[25] sen,amy
[24] something,right
[24] right,doing
[24] doing,passing
[24] passing,coronavirus
[24] coronavirus,relief

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@colorstv
@atrupar
@drericding
@kylegriffin1
@joebiden
@acosta
@cnn
@glamelegance
@ricardobsalinas

Top Replied-To in G2:
@drericding
@atrupar
@davidj2040
@davidcorndc

Top Replied-To in G3:
@realdonaldtrump
@joebiden
@glamelegance
@kamalaharris
@texasgop
@gopchairwoman
@itsjuststuff
@gop
@mmpadellan
@naretevduorp

Top Replied-To in G4:
@kylegriffin1
@covid19tracking
@atrupar
@jesserodriguez
@realdonaldtrump
@bowmannancy
@caputostephanie

Top Replied-To in G5:
@cnn
@mchooyah

Top Replied-To in G6:
@sz_topnews

Top Replied-To in G7:
@kaitlancollins

Top Replied-To in G8:
@spectatorindex
@apanagariya
@incindia
@yathinkn

Top Replied-To in G10:
@ddale8
@alpenbelg
@scottderrickson

Top Mentioned
Top Mentioned in Entire Graph:
@drericding
@kylegriffin1
@cnn
@realdonaldtrump
@eugenegu
@drdenagrayson
@spectatorindex
@projectlincoln
@emorwee
@katekelly

Top Mentioned in G1:
@telefesalta
@getanalysis
@nwarikoo
@bittyalbertine
@actiontime
@magm551
@iohannesjo1
@20minuteseco

Top Mentioned in G2:
@drericding
@apoorva_nyc
@atrupar
@aetiology
@tomfriedman
@erictopol
@nytopinion
@fridaghitis
@devisridhar
@virusesimmunity

Top Mentioned in G3:
@realdonaldtrump
@breitbartnews
@rexchapman
@palmerreport
@nypost
@chrislhayes
@oliviatroye
@jesserodriguez
@whitehouse
@joebiden

Top Mentioned in G4:
@kylegriffin1
@spiroagnewghost
@shironredshift
@eveadamsnj
@russonpolitics
@maddowblog
@atrupar
@drericding
@democracynow
@covid19tracking

Top Mentioned in G5:
@cnn
@donlemon
@chriscuomo
@cuomoprimetime
@theblaze
@speakerpelosi
@politico
@zeithistoriker
@cnni
@zevshalev

Top Mentioned in G6:
@reuters
@skynews
@financialtimes
@thehill
@lbc
@dailymirror
@pti_news
@zeenewsenglish
@edconwaysky
@toiworld

Top Mentioned in G7:
@emorwee
@kaitlancollins
@sallydeal4
@nbcwashington
@youtube
@telemundonews
@kylegriffin1
@chrislu44
@lizszabo
@juliecareynbc

Top Mentioned in G8:
@spectatorindex
@tjoseph0010
@reporteya
@mailonline
@caterinav
@rawstory
@narendramodi
@lorearraiz
@cnnee
@joneshowdareyou

Top Mentioned in G9:
@eugenegu
@solusnan1
@charlottechar22
@jacobkornbluh
@yehudakurtzer
@cnn
@palmerreport

Top Mentioned in G10:
@abc
@washingtonpost
@cnnbrk
@dcexaminer
@ddale8
@abcnews
@chelsea_hetho
@cbsnews
@jthverhovek
@jillmack30

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@missb62
@jornalistavitor
@dolartoday
@easy_branches
@sumariumcom
@lasillarota
@dichristine

Top Tweeters in G1:
@elnacionalweb
@pulpnews
@robinsnewswire
@inforeportes
@infoiteconomia
@prensa_libre
@fantasticradioo
@runrunesweb
@qpev_
@mapocoloco

Top Tweeters in G2:
@gwydion620
@lorisums
@c_coolidge
@shirfire218
@blubdha
@jjaazzee1
@nyt
@astartiel
@plankysmith
@socratic1

Top Tweeters in G3:
@willseattle
@cathleenkucz
@jomajority
@vnatale
@norsemndem
@nypost
@u_wanna_eh
@huffpostpol
@taradublinrocks
@lauferlaw

Top Tweeters in G4:
@ydanasmithdutra
@teamkimlisa
@toliro
@mamurphymaureen
@cmadmax
@a35362
@ljohn44
@pdacha3
@steampelosi
@bessy_c3

Top Tweeters in G5:
@falconhamada_90
@solutioneer72
@reacci0nariaa
@hijcp
@morgfair
@el_pais
@mjgarciakcmo
@world_news_eng
@yayayarndiva
@pamcurtis4210

Top Tweeters in G6:
@dichristine
@angelamortimer2
@inquirerdotnet
@thehill
@httweets
@indiatoday
@rapplerdotcom
@dailymirror
@timesofindia
@reuters

Top Tweeters in G7:
@betseybess
@notcomey
@rockyintx
@bjorkian15
@radseed
@ronpyke
@victory1261
@camoxendale
@nbcwashington
@sarahtimmerman

Top Tweeters in G8:
@breakinews
@reporteya
@yathinkn
@penxenxe
@muhammadasifm15
@virgotweet
@ochreblue
@okulo_jnr
@mailonline
@hizself

Top Tweeters in G9:
@solusnan1
@davidjw65112963
@jacobkornbluh
@wiactivist
@chavabell
@mijoda3
@mare_pear
@fuzzzzz822
@emilyooo
@hersheyschriss

Top Tweeters in G10:
@3wombats
@loyalfan1
@dcexaminer
@le_parisien
@debbie_dease
@washingtonpost
@abc
@djradar
@abcnews
@alanjmitchell_