Coronavirus, Twitter, 7/31/2020 9:00:58 AM, 231473


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Coronavirus_2020-07-31_01-16-50.xlsx
Coronavirus_2020-07-31_01-16-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/2BKZtyZ
@realdonaldtrump
@tomfitton
@jsolomonreports
@funder
@denisew19925220
@kaitlancollins
@twitter
@youtube
@donwinslow
@msnbc

Top hashtags:
#coronavirus
#covid19
#covid
#breaking
#covid__19
#covid_19
#hydroxychloroquine

Description:
Description
The graph represents a network of 7,018 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, 31 July 2020 at 08:32 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 2-minute period from Wednesday, 29 July 2020 at 12:19 UTC to Thursday, 30 July 2020 at 12:21 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 : 7018
Unique Edges : 3329
Edges With Duplicates : 8612
Total Edges : 11941
Number of Edge Types : 5
Retweet : 3975
MentionsInRetweet : 4503
Tweet : 2235
Mentions : 1028
Replies to : 200
Self-Loops : 2259
Reciprocated Vertex Pair Ratio : 0.00447547440028643
Reciprocated Edge Ratio : 0.008911067545892
Connected Components : 1996
Single-Vertex Connected Components : 600
Maximum Vertices in a Connected Component : 1516
Maximum Edges in a Connected Component : 3413
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.486601
Graph Density : 0.000113939793571391
Modularity : 0.53936
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,018 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, 31 July 2020 at 08:32 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 2-minute period from Wednesday, 29 July 2020 at 12:19 UTC to Thursday, 30 July 2020 at 12:21 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:
[31] https://news.yahoo.com/trump-attended-fundraiser-texas-without-035257963.html
[30] https://www3.nhk.or.jp/news/special/coronavirus/data/
[29] https://trib.al/XYgT7s9
[14] https://www.nbc4i.com/news/local-news/ohio-board-of-pharmacy-bans-dispensing-of-hydroxychloroquine-to-treat-coronavirus/
[13] https://truepundit.com/exclusive-bill-gates-negotiated-100-billion-contact-tracing-deal-with-democratic-congressman-sponsor-of-bill-six-months-before-coronavirus-pandemic/
[13] https://justthenews.com/politics-policy/coronavirus/yale-epidemiologist-accuses-fauci-running-disinformation-campaign
[11] https://www.texastribune.org/2020/07/28/vance-ginn-texas-coronavirus/
[9] https://news.sky.com/story/coronavirus-england-had-highest-excess-deaths-in-europe-over-first-half-of-2020-ons-says-12038964
[9] https://www.npr.org/sections/coronavirus-live-updates/2020/07/29/896491060/more-than-150-000-people-have-died-from-coronavirus-in-the-u-s
[9] https://www.express.co.uk/news/world/1315748/eu-migrant-crisis-malta-coronavirus-outbreak-migrant-rescue-mediterranean

Top URLs in Tweet in G1:
[6] https://justthenews.com/politics-policy/coronavirus/yale-epidemiologist-accuses-fauci-running-disinformation-campaign
[3] https://www.washingtonpost.com/politics/2020/07/28/conservative-armed-militias-protests-coronavirus/
[3] https://www.bbc.co.uk/news/health-53592881
[3] https://www.foxnews.com/health/fauci-suggests-goggles-eye-shield-for-better-protection-against-coronavirus
[3] https://www.ideal.es/sociedad/ministra-celaa-asegura-escuelas-abiertas-septiembre-20200730110542-nt.html
[2] https://www.nytimes.com/2020/07/29/health/coronavirus-future-america.html
[2] https://www.foxnews.com/media/portland-business-owner-on-impact-of-riots-coronavirus-its-terrifying
[2] https://www.washingtonpost.com/politics/2020/07/28/conservative-armed-militias-protests-coronavirus/?arc404=true
[2] https://www.theguardian.com/world/2020/jul/29/coronavirus-english-care-homes-policy-reckless-mps-say?CMP=share_btn_tw
[2] https://static.foxbusiness.com/foxbusiness.com/content/uploads/2020/04/blue-apron-.jpg

Top URLs in Tweet in G2:
[2] https://justthenews.com/politics-policy/coronavirus/yale-epidemiologist-accuses-fauci-running-disinformation-campaign
[2] https://truepundit.com/exclusive-bill-gates-negotiated-100-billion-contact-tracing-deal-with-democratic-congressman-sponsor-of-bill-six-months-before-coronavirus-pandemic/
[2] https://truepundit.com/bill-gates-says-coronavirus-vaccine-could-require-multiple-doses/
[2] https://twitter.com/columbiabugle/status/1288277373012414465
[1] https://saraacarter.com/dr-fauci-wants-us-to-wear-goggles-on-top-of-the-mask-to-protect-from-coronavirus/
[1] https://www.reuters.com/article/us-health-coronavirus-netherlands-idUSKCN24U2UJ
[1] https://stacks.cdc.gov/view/cdc/3620
[1] https://www.nbc4i.com/news/local-news/ohio-board-of-pharmacy-bans-dispensing-of-hydroxychloroquine-to-treat-coronavirus/
[1] https://www.washingtontimes.com/news/2020/jul/29/coronavirus-case-fatality-rate-us-declines-sparkin/
[1] https://www.cnn.com/2020/07/29/us/coronavirus-americans-gatherings/index.html

Top URLs in Tweet in G3:
[5] https://www.newsweek.com/gop-rep-louie-gohmert-says-hes-taking-hydroxychloroquine-treat-coronavirus-1521523?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=Distribution
[4] https://www.politicususa.com/2020/07/28/republicans-snuck-8-billion-windfall-for-defense-contractors-into-coronavirus-relief-bill.html
[2] https://www.huffpost.com/entry/madonna-coronavirus-conspiracy_n_5f213f6ec5b66859f1f412e6
[2] https://abc7ny.com/6342358/?ex_cid=TA_WABC_TW&taid=5f22b9cc31ce9a000122a50e&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://abc7ny.com/6340085/?ex_cid=TA_WABC_TW&taid=5f21698531fdfb0001882d2e&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[1] https://news.yahoo.com/trump-attended-fundraiser-texas-without-035257963.html
[1] https://slate.com/business/2020/07/republicans-relief-bill-coronavirus.html?via=rss_socialflow_twitter

Top URLs in Tweet in G4:
[27] https://trib.al/XYgT7s9
[9] https://www.npr.org/sections/coronavirus-live-updates/2020/07/29/896491060/more-than-150-000-people-have-died-from-coronavirus-in-the-u-s
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcoronavirus.medium.com%2Fwe-can-eliminate-covid-19-if-we-want-to-64abc91ccc1c
[1] https://on.msnbc.com/30Z4tsn
[1] https://www.msnbc.com/all-in/watch/rep-jackson-lee-on-gohmert-coronavirus-diagnosis-sad-day-for-those-who-have-to-be-around-anti-maskers-88670789602
[1] https://cnn.it/30W7Yjf
[1] https://www.politico.com/news/2020/07/27/hbcus-reopening-coronavirus-380753?nname=playbook-pm&nid=0000015a-dd3e-d536-a37b-dd7fd8af0000&nrid=0000015c-7a37-dda5-a1ff-fab734070000&nlid=964328
[1] https://www.nytimes.com/live/2020/07/30/business/stock-market-today-coronavirus?referringSource=highlightShare
[1] https://www.nytimes.com/live/2020/07/30/business/stock-market-today-coronavirus?referringSource=articleShare
[1] https://45.wh.gov/veJaKC

Top URLs in Tweet in G5:
[4] https://www.marketwatch.com/story/dr-fauci-recommends-wearing-goggles-to-prevent-catching-the-coronavirus-2020-07-29
[3] https://www.nytimes.com/2020/07/29/us/teacher-union-school-reopening-coronavirus.html#click=https://t.co/7FXp6LRPeB
[3] https://trib.al/3y9HwLn
[2] https://www.judicialwatch.org/investigative-bulletin/trump-effect-big-bet-on-virus-drug-still-winning/
[2] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1001176
[1] https://twitter.com/i/events/1287930821198770176
[1] https://www.judicialwatch.org/press-releases/fauci-who-records/
[1] https://twitter.com/TomFitton/status/1241468836882284544
[1] https://twitter.com/andrewbostom/status/1281550864914755585
[1] https://twitter.com/TomFitton/status/1284288493171150848

Top URLs in Tweet in G6:
[5] https://trib.al/fIyWjt4
[4] https://news.sky.com/story/coronavirus-england-had-highest-excess-deaths-in-europe-over-first-half-of-2020-ons-says-12038964
[4] https://trib.al/FSAdioC
[4] https://www.mirror.co.uk/news/politics/matt-hancock-compares-coronavirus-great-22442390
[3] https://www.bloomberg.com/news/articles/2020-07-30/working-from-home-what-to-do-if-you-get-coronavirus?cmpid=socialflow-twitter-businessweek&utm_content=businessweek&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter
[3] https://www.cbsnews.com/news/facebook-twitter-youtube-removing-false-covid-19-information-video-trump-share/?ftag=CNM-00-10aab7e&linkId=95365841
[3] https://www.arabnews.com/Coronavirus
[2] https://news.sky.com/story/coronavirus-vietnam-battles-covid-19-strain-not-seen-in-country-before-12038457
[2] http://news.sky.com/story/coronavirus-elderly-couple-treated-side-by-side-in-intensive-care-overcome-covid-19-12038201?dcmp=snt-sf-twitter
[2] https://news.sky.com/story/coronavirus-uk-signs-deal-for-60m-doses-of-potential-vaccine-12038268

Top URLs in Tweet in G7:
[8] https://trib.al/ph0Ddju
[4] https://trib.al/fkeunrH
[3] https://trib.al/hvj7ol0
[3] https://trib.al/fzsOf5b
[2] https://trib.al/pQ5Jchs
[2] https://trib.al/HB2YvKd
[2] https://trib.al/MIp3W2B
[2] https://cnn.it/2P3JK0P
[2] https://edition.cnn.com/videos/world/2020/07/27/africa-surge-coronavirus-covid-19-pandemic-cases-world-health-organization-mckenzie-pkg-intl-ldn-vpx.cnn
[1] https://twitter.com/scclemons/status/1288791094952681472

Top URLs in Tweet in G8:
[5] https://justthenews.com/politics-policy/coronavirus/gohmert-says-hell-take-hydroxychloroquine-treat-his-coronavirus
[2] https://justthenews.com/politics-policy/coronavirus/gohmert-says-hell-take-hydroxychloroquine-treat-his-coronavirus?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[1] https://www.politicususa.com/2020/07/29/republican-louie-gohmert-tests-positive-for-coronavirus-after-refusing-to-wear-a-mask.html
[1] https://www.newsweek.com/louie-gohmert-wonders-coronavirus-wearing-face-mask-1521592?utm_source=MSN&utm_medium=Feed&utm_campaign=Partnerships
[1] https://www.instagram.com/accounts/login/?next=/p/CDRBgpjhpaJ/%3Figshid%3Dl2ehckxhpcm1
[1] https://www.chicagotribune.com/coronavirus/ct-coronavirus-pandemic-pods-micro-schools-remote-learning-20200728-owam522jvfbd5beyvzssiqc7ki-story.html
[1] https://www.chicagotribune.com/coronavirus/ct-coronavirus-illinois-bradley-university-outbreak-20200730-ebe5vfsz25g33hijkhnc5vplbu-story.html
[1] https://www.cnn.com/2020/07/28/politics/gop-coronavirus-bill-pentagon/index.html
[1] https://justthenews.com/politics-policy/coronavirus/fda-boss-some-studies-suggest-benefit-hydroxychloroquine-covid-wont?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[1] https://www.mcclatchydc.com/news/coronavirus/article244555822.html

Top URLs in Tweet in G9:
[28] https://news.yahoo.com/trump-attended-fundraiser-texas-without-035257963.html
[1] https://twitter.com/thedailybeast/status/1288679494967058433
[1] https://www.washingtonpost.com/business/2020/07/27/fbi-building-coronavirus-stimulus-congress/

Top URLs in Tweet in G10:
[2] https://www.washingtonpost.com/national/at-the-heart-of-dismal-us-coronavirus-response-a-fraught-relationship-with-masks/2020/07/28/f47eccd0-cde4-11ea-bc6a-6841b28d9093_story.html
[2] https://trib.al/qZ1a1cF
[1] https://www.nbcnews.com/politics/donald-trump/fauci-says-video-trump-promoted-claiming-drug-coronavirus-cure-isn-n1235222
[1] https://apnews.com/589692882c67650b87daeec5765660c5
[1] https://www.dispatch.com/news/20200729/ohio-pharmacy-board-bans-hydroxychloroquine-as-coronavirus-treatment
[1] https://twitter.com/axios/status/1288414395392040960?s=20
[1] https://apnews.com/3acb089e6a333e051dbc4a465cb68ee1
[1] https://www.ft.com/content/89b90830-b301-4712-9655-49a1b5d94eee
[1] https://twitter.com/axios/status/1288414395392040960?s=19
[1] https://twitter.com/fred_guttenberg/status/1288551379313872896?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[147] co.uk
[114] twitter.com
[114] trib.al
[81] nytimes.com
[72] bit.ly
[58] reuters.com
[56] theguardian.com
[51] cnn.com
[43] yahoo.com
[41] com.br

Top Domains in Tweet in G1:
[27] twitter.com
[23] nytimes.com
[22] co.uk
[14] theguardian.com
[14] washingtonpost.com
[14] com.br
[8] foxnews.com
[8] com.ar
[8] reuters.com
[8] net.au

Top Domains in Tweet in G2:
[7] truepundit.com
[2] justthenews.com
[2] twitter.com
[1] saraacarter.com
[1] reuters.com
[1] cdc.gov
[1] nbc4i.com
[1] washingtontimes.com
[1] cnn.com

Top Domains in Tweet in G3:
[5] newsweek.com
[4] politicususa.com
[4] abc7ny.com
[2] huffpost.com
[1] yahoo.com
[1] slate.com

Top Domains in Tweet in G4:
[27] trib.al
[9] npr.org
[3] medium.com
[3] nytimes.com
[2] msnbc.com
[1] cnn.it
[1] politico.com
[1] wh.gov
[1] dispatch.com
[1] bucksexton.com

Top Domains in Tweet in G5:
[4] twitter.com
[4] trib.al
[4] marketwatch.com
[3] judicialwatch.org
[3] nytimes.com
[3] youtube.com
[2] plos.org
[1] whio.com
[1] washingtontimes.com
[1] washex.am

Top Domains in Tweet in G6:
[15] sky.com
[11] trib.al
[8] co.uk
[7] cbsnews.com
[6] msnbc.com
[5] arabnews.com
[4] bloomberg.com
[4] nytimes.com
[2] bbc.in
[1] propublica.org

Top Domains in Tweet in G7:
[27] trib.al
[14] cnn.it
[5] cnn.com
[3] twitter.com
[3] bbc.in
[1] cdc.gov
[1] bit.ly
[1] businessinsider.com
[1] africa-newsroom.com
[1] scmp.com

Top Domains in Tweet in G8:
[8] justthenews.com
[2] chicagotribune.com
[2] cnn.com
[1] politicususa.com
[1] newsweek.com
[1] instagram.com
[1] mcclatchydc.com
[1] goodmorningamerica.com

Top Domains in Tweet in G9:
[28] yahoo.com
[1] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[5] thedailybeast.com
[3] twitter.com
[2] apnews.com
[2] washingtonpost.com
[2] trib.al
[2] huffpost.com
[1] nbcnews.com
[1] dispatch.com
[1] ft.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[784] coronavirus
[367] covid19
[39] covid
[33] breaking
[29] covid__19
[27] covid_19
[26] hydroxychloroquine
[25] bolivia
[25] goggles
[25] mask



Top Hashtags in Tweet in G1:
[122] coronavirus
[48] covid19
[6] breaking
[5] corona
[5] করোনায়ব্যর্থমমতা
[5] covid
[4] pandemic
[3] virus
[3] covid__19
[3] foxnews

Top Hashtags in Tweet in G2:
[25] goggles
[25] mask
[25] coronavirus
[5] hydroxychloroquine

Top Hashtags in Tweet in G3:
[2] coronavirus
[2] noresponsepeoplerdying
[1] hydroxycholoroquine
[1] 25thamendmentnow
[1] trumpvirus
[1] trumpthreatensamerica

Top Hashtags in Tweet in G4:
[10] nobodylikestrump
[9] coronavirus
[4] covid19
[2] russia
[2] trumpvirus
[2] pandemia
[1] mailinvoting
[1] shameonyou
[1] mentalhealth
[1] marytrump

Top Hashtags in Tweet in G5:
[19] coronavirus
[17] hydroxycholoroquine
[10] hydroxychloroquine
[2] constitutionovercoronavirus
[1] viraltransportmedia
[1] covid19
[1] medicaldevice
[1] meddevice
[1] healthcare
[1] covid19testing

Top Hashtags in Tweet in G6:
[16] coronavirus
[3] breaking
[3] kuwait
[2] china
[2] watch
[2] hajj2020
[2] goodnews
[1] covid
[1] biden2020landslide
[1] hydroxicloriquineworks

Top Hashtags in Tweet in G7:
[14] covid19
[13] coronavirus
[8] who
[8] breaking
[4] keepingthemhonest
[4] hongkong
[4] wednesdaymorning
[4] secondwave
[3] ccp
[1] somalia

Top Hashtags in Tweet in G8:
[7] coronavirus
[2] barrhearing
[2] missinformation
[1] justthenews
[1] trump
[1] covid19

Top Hashtags in Tweet in G9:
[5] coronavirus

Top Hashtags in Tweet in G10:
[5] covid19
[1] coronavirus
[1] covid
[1] testing
[1] healthdisparities
[1] lsuhealth
[1] lsuhcovidchat

Top Words
Top Words in Tweet in Entire Graph:
[2970] coronavirus
[784] #coronavirus
[588] covid
[473] 19
[452] trump
[367] #covid19
[358] fauci
[354] hydroxychloroquine
[334] क
[324] dr

Top Words in Tweet in G1:
[298] coronavirus
[122] #coronavirus
[70] covid
[62] 19
[48] #covid19
[33] news
[32] more
[30] क
[29] trump
[29] த

Top Words in Tweet in G2:
[210] dr
[202] fauci
[176] against
[175] yale
[175] epidemiologist
[175] running
[175] hydroxychloroquine
[175] news
[174] misinformation
[174] campaign

Top Words in Tweet in G3:
[140] trump
[110] funder
[92] down
[90] today
[90] going
[90] street
[90] red
[90] cross
[90] photo
[90] thing

Top Words in Tweet in G4:
[78] coronavirus
[61] realdonaldtrump
[32] down
[30] going
[28] report
[27] york
[27] city
[27] spent
[27] 52
[27] million

Top Words in Tweet in G5:
[97] tomfitton
[65] lockdowns
[63] mask
[62] destroying
[62] economies
[61] randomized
[61] controlled
[61] studies
[61] showing
[61] mass

Top Words in Tweet in G6:
[103] coronavirus
[60] gohmert
[43] msnbc
[33] rep
[33] mask
[32] joenbc
[31] positive
[31] wear
[31] face
[29] discusses

Top Words in Tweet in G7:
[78] coronavirus
[24] 19
[23] covid
[21] cnn
[17] uk
[16] president
[16] people
[15] trump
[15] bbcnews
[14] #covid19

Top Words in Tweet in G8:
[67] coronavirus
[39] bill
[39] kaitlancollins
[38] white
[38] relief
[37] republicans
[35] doing
[34] asked
[34] money
[34] fbi

Top Words in Tweet in G9:
[69] 150
[68] 000
[67] donwinslow
[59] deaths
[47] day
[45] coronavirus
[41] plan
[38] dead
[38] masks
[37] still

Top Words in Tweet in G10:
[43] coronavirus
[41] trump
[27] kylegriffin1
[21] letting
[20] covid
[19] voting
[19] joebiden
[19] today's
[19] reminder
[19] donald

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[425] covid,19
[266] dr,fauci
[191] epidemiologist,dr
[190] yale,epidemiologist
[190] fauci,running
[188] against,hydroxychloroquine
[186] hydroxychloroquine,news
[181] campaign,against
[180] running,misinformation
[180] misinformation,campaign

Top Word Pairs in Tweet in G1:
[57] covid,19
[26] #coronavirus,#covid19
[12] coronavirus,cases
[12] க,க
[10] 150,000
[10] bbc,news
[9] coronavirus,pandemic
[9] ப,ர
[8] pandemia,coronavírus
[8] news,coronavirus

Top Word Pairs in Tweet in G2:
[200] dr,fauci
[175] yale,epidemiologist
[175] epidemiologist,dr
[175] fauci,running
[175] against,hydroxychloroquine
[175] hydroxychloroquine,news
[174] running,misinformation
[174] misinformation,campaign
[174] campaign,against
[173] jsolomonreports,yale

Top Word Pairs in Tweet in G3:
[90] today,trump
[90] trump,going
[90] going,down
[90] down,street
[90] street,red
[90] red,cross
[90] cross,photo
[90] photo,thing
[90] thing,schedule
[89] funder,today

Top Word Pairs in Tweet in G4:
[27] report,york
[27] york,city
[27] city,spent
[27] spent,52
[27] 52,million
[27] million,temporary
[27] temporary,hospital
[27] hospital,treated
[27] treated,79
[27] 79,coronavirus

Top Word Pairs in Tweet in G5:
[62] destroying,economies
[61] randomized,controlled
[61] controlled,studies
[61] studies,showing
[61] showing,mass
[61] mass,lockdowns
[61] lockdowns,mask
[61] mask,mandates
[61] mandates,school
[61] school,closings

Top Word Pairs in Tweet in G6:
[31] rep,gohmert
[31] positive,coronavirus
[30] msnbc,joenbc
[29] joenbc,discusses
[29] discusses,rep
[29] gohmert,tested
[29] tested,positive
[29] coronavirus,refused
[29] refused,wear
[29] wear,face

Top Word Pairs in Tweet in G7:
[23] covid,19
[9] president,donald
[9] donald,trump's
[9] trump's,return
[9] return,face
[9] face,covid
[9] 19,response
[9] response,deteriorated
[9] deteriorated,misinformation
[9] misinformation,masterclass

Top Word Pairs in Tweet in G8:
[38] coronavirus,relief
[38] relief,bill
[34] asked,money
[34] money,fbi
[34] fbi,building
[34] building,doing
[34] doing,coronavirus
[34] bill,republicans
[34] republicans,white
[33] kaitlancollins,asked

Top Word Pairs in Tweet in G9:
[68] 150,000
[37] 000,dead
[37] dead,still
[37] still,national
[37] national,testing
[37] testing,tracing
[37] tracing,plan
[37] plan,nationwide
[37] nationwide,order
[37] order,wear

Top Word Pairs in Tweet in G10:
[19] voting,joebiden
[19] today's,reminder
[19] reminder,donald
[19] donald,trump
[19] trump,letting
[18] treat,covid
[17] hydroxychloroquine,longer
[17] longer,used
[17] used,treat
[17] covid,ohio

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@ingrahamangle
@carlosdelrio7
@nbcnews
@donaldjtrumpjr
@freeman14592390
@independent
@talkradio
@edsonloch
@joncoopertweets

Top Replied-To in G4:
@realdonaldtrump
@steveschmidtses
@aslavitt
@theflyingorc
@bobrowell1
@raynman123
@nikkihaley

Top Replied-To in G5:
@tomfitton
@phanipon1
@daykemquynhon
@hungrystewie
@hoicodovn

Top Replied-To in G6:
@awsuser
@washingtonpost
@msnbc

Top Replied-To in G7:
@luvinlifew
@bbcnews
@richardhorton1
@cnn

Top Replied-To in G8:
@replouiegohmert
@presssec
@kaitlancollins

Top Replied-To in G9:
@donwinslow

Top Mentioned
Top Mentioned in Entire Graph:
@jsolomonreports
@funder
@tomfitton
@el_pais
@realdonaldtrump
@donwinslow
@msnbc
@kaitlancollins
@politvidchannel
@brithume

Top Mentioned in G1:
@asdrubal1963
@ara_pv
@tornadonewslink
@joyb37
@globalbreaking_
@lorencehud
@joseluisdiaz2
@omtca
@baenegocios

Top Mentioned in G2:
@jsolomonreports
@saracarterdc
@tedcruz
@hansmahncke
@thomas1774paine
@realbrysongray
@9newsnancy
@realjameswoods
@jessekellydc
@zev_dr

Top Mentioned in G3:
@funder
@politvidchannel
@repmaxinewaters
@realtuckfrumper
@morning_joe
@donwinslow
@abc7ny
@jhweissmann
@senangusking
@zekeemanuel

Top Mentioned in G4:
@realdonaldtrump
@seanhannity
@thedemocrats
@bucksexton
@whitehouse
@reallyamerican1
@senatemajldr
@allinwithchris
@aslavitt
@trumpwarroom

Top Mentioned in G5:
@tomfitton
@twitter
@youtube
@realdonaldtrump
@dcexaminer
@facebook
@jsolomonreports
@ohio_buckeye_us
@covidcoronavir2
@joeycannoli4

Top Mentioned in G6:
@msnbc
@joenbc
@skynews
@bw
@bbcworldservice
@cnet
@nytopinion
@voxdotcom
@zekeemanuel
@cbsnews

Top Mentioned in G7:
@cnn
@who
@bbcworld
@bbcnews
@cnni
@kamalaharris
@andersoncooper
@stcollinson
@drtedros
@ac360

Top Mentioned in G8:
@kaitlancollins
@mawilner
@replouiegohmert
@justthenews
@todayshow
@repjerrynadler
@chadpergram
@jenniferjjacobs
@presssec
@savannahguthrie

Top Mentioned in G9:
@donwinslow
@ryanstruyk
@senwarren
@brianstelter
@funder
@vp
@jaketapper
@cnnsotu
@brendabalazs
@cn

Top Mentioned in G10:
@kylegriffin1
@joebiden
@fred_guttenberg
@dleonhardt
@thedailybeast
@juliadavisnews
@steel_donkey
@huffpost
@maydaymindy9
@griffwitte

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@oldlady12345
@extravzla
@belizean_bz
@easy_branches
@chris_1791
@kattavernd
@lopezgovlaw

Top Tweeters in G1:
@la_patilla
@kleeblatt1977
@john1966olsen
@elsiglocomve
@saveaslave
@infoitsalute
@lavanguardia
@serenel14278447
@dmataconis
@dzmmteleradyo

Top Tweeters in G2:
@tammywalt61
@tea_party_chris
@mouse458
@metalworks4
@dorimuetz
@krisbrbr93
@kabalissima
@__dragonwings__
@henshallharold
@isavega2017

Top Tweeters in G3:
@ggg_says
@abc7ny
@bonnievee2017
@mrconnies
@mini_bubbly
@funder
@twodogsing
@aprilgreen93
@bethshepard
@utorgersen

Top Tweeters in G4:
@mcarsonaos
@bwtibbitts
@dogstar7tweets
@eecc506
@hostettergmail
@notrump57
@whitecrow43
@jat1020
@adakcharley
@raynman123

Top Tweeters in G5:
@inabsentia9
@jstines3
@dcexaminer
@leeleemunster
@omentando
@andrearomans828
@64rivergirl
@ohio_buckeye_us
@arelab13
@kirwin58

Top Tweeters in G6:
@oldlady12345
@dailymirror
@viriyabot
@_bonga
@kcolaizzo
@tartancobweb
@skynews
@world_news_eng
@lanct22
@washingtonpost

Top Tweeters in G7:
@beerlove_ryo
@summer7570
@bbcnews
@christinejameis
@bbcworld
@cnn
@susanamnk
@maelysdervenn
@cnni
@cllrsmccabe

Top Tweeters in G8:
@backstorymom1
@rolandsmartin
@cjcboi
@gma
@riotwomennn
@appliedsoft
@elguapo1888
@poodlelove55
@todayshow
@kjd_kimd63

Top Tweeters in G9:
@pamelafbrockman
@jaketapper
@sophie281032116
@brianstelter
@netta76716520
@kate626
@bethieboop62
@pierrecot
@lindapotyrala13
@geekeducator

Top Tweeters in G10:
@huffpost
@mauraleelang
@cnbc
@thedailybeast
@iamsophianelson
@financialtimes
@bonnie_london
@jrmazmnamerica
@ngaruiyacharles
@samsmith_phd