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Reopen_2020-05-28_07-14-04.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
May 28, 2020
Short Description:
Reopen via NodeXL https://bit.ly/2Bcglhr
@briansimspa
@independent
@ryangirdusky
@realdonaldtrump
@skynews
@lala11_7
@simonpeterk7
@10downingstreet
@melanirm
@maddow

Top hashtags:
#minneapolis
#covid19
#coronavirus
#reopen
#covid
#lockdown
#trump
#deblasio
#crisis

Description:
Description
The graph represents a network of 20,754 Twitter users whose recent tweets contained "Reopen", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 28 May 2020 at 15:06 UTC.

The tweets in the network were tweeted over the 3-hour, 50-minute period from Thursday, 28 May 2020 at 10:23 UTC to Thursday, 28 May 2020 at 14:14 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 : 20754
Unique Edges : 23616
Edges With Duplicates : 1711
Total Edges : 25327
Number of Edge Types : 5
Retweet : 12765
Tweet : 4247
Replies to : 1625
Mentions : 3193
MentionsInRetweet : 3497
Self-Loops : 4306
Reciprocated Vertex Pair Ratio : 0.0072041166380789
Reciprocated Edge Ratio : 0.0143051771117166
Connected Components : 4487
Single-Vertex Connected Components : 2173
Maximum Vertices in a Connected Component : 7414
Maximum Edges in a Connected Component : 10923
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.455693
Graph Density : 4.77168089670973E-05
Modularity : 0.855467
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 20,754 Twitter users whose recent tweets contained "Reopen", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 28 May 2020 at 15:06 UTC.

The tweets in the network were tweeted over the 3-hour, 50-minute period from Thursday, 28 May 2020 at 10:23 UTC to Thursday, 28 May 2020 at 14:14 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 : TwitterSearch
Graph Term : Reopen
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:
[265] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html?utm_medium=Social&utm_source=Twitter#Echobox=1590662734
[218] https://trumpgolf.com/
[120] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html
[108] https://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117
[70] https://www.dailymail.co.uk/news/article-8361969/De-Blasio-blames-Trump-NYCs-economic-crisis-refuses-reopen.html
[42] https://mynorthwest.com/1895616/rantz-inslee-time-to-reopen-washington-economy/
[39] https://www.theatlantic.com/ideas/archive/2020/05/no-one-telling-americans-how-reopen-their-lives/612172/
[37] http://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117?dcmp=snt-sf-twitter
[35] https://www.technologyreview.jp/s/206287/nearly-half-of-twitter-accounts-pushing-to-reopen-america-may-be-bots/
[31] https://www.tes.com/news/coronavirus-independent-sage-schools-not-safe-reopen-1-june

Top URLs in Tweet in G1:
[14] https://www.bbc.co.uk/news/business-52822055
[13] https://www.theatlantic.com/ideas/archive/2020/05/no-one-telling-americans-how-reopen-their-lives/612172/
[12] https://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117
[12] https://www.theguardian.com/business/2020/may/28/cineworld-plans-reopen-all-uk-cinemas-in-july
[10] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html
[8] https://news.yahoo.com/coronavirus-infections-are-rising-as-states-reopen-potentially-signaling-a-second-wave-154847924.html
[6] https://www.theguardian.com/science/2020/may/28/how-will-no-10-decide-to-ease-lockdown-and-reopen-schools?CMP=share_btn_tw
[6] https://www.tes.com/news/coronavirus-independent-sage-schools-not-safe-reopen-1-june
[6] https://www.ajc.com/blog/politics/kemp-faces-choice-over-whether-allow-bars-nightclubs-reopen/3gtr4tPXQSy9nGURWGRueK/
[6] https://www.latimes.com/california/story/2020-05-27/reopening-schools-coronavirus-guidelines-los-angeles-county

Top URLs in Tweet in G3:
[8] https://twitter.com/kylehooten2/status/1265946624217546752
[4] https://wjla.com/news/local/dc-dentists-preparing-reopen-urgent-need-personal-protective-gear
[3] https://www.dailymail.co.uk/news/article-8361969/De-Blasio-blames-Trump-NYCs-economic-crisis-refuses-reopen.html
[1] https://twitter.com/elijahschaffer/status/1265874346289106945
[1] https://twitter.com/lizhabib/status/1265813309195862018
[1] https://nypost.com/2020/05/27/de-blasio-doesnt-have-detailed-plan-to-reopen-nyc-restaurants-bars/?utm_campaign=iphone_nyp&utm_source=twitter_app
[1] https://www.breitbart.com/economy/2020/05/27/disney-world-reopen-july-seaworld-orlando-reopen-june/
[1] https://wjla.com/news/local/list-schools-next-year-covid-19
[1] https://wjla.com/news/coronavirus/hogan-maryland-restrictions-loosen-friday-re-open-outdoor-seating-restaurants
[1] https://trumpgolf.com/

Top URLs in Tweet in G4:
[1] https://www.lassennews.com/county-records-fifth-known-covid-19-case/
[1] https://twitter.com/briantylercohen/status/1265822185534316544
[1] https://www.washingtonpost.com/politics/2020/05/28/trump-campaign-is-creating-an-alternate-reality-online-about-coronavirus/
[1] https://blogs.edweek.org/edweek/campaign-k-12/2020/05/covid-19-reopen-schools-aei.html
[1] https://www.aol.com/article/news/2020/05/27/as-starbucks-locations-reopen-nationwide-workers-question-why-they-should-risk-their-life-for-a-frappuccino/24445770/?a_dgi=aolshare_twitter
[1] https://twitter.com/politico/status/1265779980262350852
[1] https://twitter.com/briansimspa/status/1265787521407082497
[1] https://twitter.com/chrisdameanor19/status/1265878728258785285
[1] https://translate.google.com/translate?hl=en&sl=de&u=https://www.srf.ch/news/schweiz/das-neueste-zur-coronakrise-die-lockerungen-freuen-den-tourismus&prev=search
[1] https://www.aol.com/article/news/2020/05/27/as-starbucks-locations-reopen-nationwide-workers-question-why-they-should-risk-their-life-for-a-frappuccino/24445770/

Top URLs in Tweet in G5:
[83] https://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117
[35] http://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117?dcmp=snt-sf-twitter
[19] https://www.thesun.co.uk/money/11709413/nandos-reopen-restaurants/
[7] https://www.thecaterer.com/news/two-metre-rule-relaxed-help-hospitality-reopen?utm_source=twitter&utm_medium=&utm_term=&utm_content=&utm_campaign=
[6] https://www.bbc.co.uk/news/business-52822055
[5] https://news.sky.com/story/coronavirus-pret-a-manger-to-reopen-200-more-shops-after-lockdown-11996083
[4] https://www.standard.co.uk/news/politics/boris-johnson-hints-pubs-could-reopen-before-july-as-ministers-set-to-review-lockdown-measures-a4452626.html?utm_medium=Social&utm_source=Twitter#Echobox=1590656172
[4] https://trib.al/yLbN0M7
[4] http://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117
[3] https://news.sky.com/story/coronavirus-restaurants-and-cafes-reopen-in-israel-under-strict-rules-11996246

Top URLs in Tweet in G6:
[245] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html?utm_medium=Social&utm_source=Twitter#Echobox=1590662734
[84] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html
[12] https://www.independent.co.uk/arts-entertainment/films/news/cineworld-reopen-when-date-vue-cinema-tenet-uk-release-a9536926.html
[8] https://www.independent.co.uk/news/world/americas/us-politics/donald-trump-twitter-fact-check-state-reopen-coronavirus-a9535976.html?utm_medium=Social&utm_source=Twitter#Echobox=1590656923
[8] https://www.itv.com/news/2020-05-28/cineworld-plans-to-reopen-all-cinemas-in-july/
[6] https://www.independent.co.uk/arts-entertainment/films/news/cineworld-reopen-when-date-vue-cinema-tenet-uk-release-a9536926.html?utm_medium=Social&utm_source=Twitter#Echobox=1590673181
[4] https://www.mirror.co.uk/travel/news/haven-reopen-uk-new-rules-22050397
[3] https://www.theguardian.com/education/2020/may/22/scientists-warn-1-june-too-early-schools-reopen-england-coronavirus-track-trace
[2] https://www.mirror.co.uk/news/uk-news/children-severe-asthma-advised-not-22096647
[2] https://www.theguardian.com/education/2020/may/27/it-is-reckless-to-reopen-schools-before-it-is-safe?CMP=Share_iOSApp_Other

Top URLs in Tweet in G7:
[10] https://www.nbcnews.com/politics/politics-news/dem-lawmaker-goes-epic-rant-after-gop-colleague-admits-hiding-n1216106
[4] https://www.youtube.com/watch?v=NqHXsf3x7HA&feature=youtu.be

[4] https://www.breitbart.com/health/2020/05/27/disney-world-reopen-july-seaworld-orlando-reopen-june/
[3] https://www.carolinajournal.com/news-article/group-of-health-clubs-gyms-file-lawsuit-against-the-governor-seeking-to-reopen/
[3] https://townhall.com/tipsheet/bethbaumann/2020/05/27/cdc-actually-dont-believe-anti-body-tests-that-come-back-positive-n2569569
[2] https://www.openthestates.com/post/pete-hegseth-open-the-states-movement-means-they-can-t-shut-us-all-down
[2] https://projects.propublica.org/reopening-america/
[2] https://twitter.com/briansimspa/status/1265787518974377991
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/index.html
[2] https://www.breitbart.com/politics/2020/05/23/mike-pence-nobody-wants-reopen-country-more-president-donald-trump/

Top URLs in Tweet in G8:
[22] https://www.tes.com/news/coronavirus-independent-sage-schools-not-safe-reopen-1-june
[8] https://www.theguardian.com/science/2020/may/28/how-will-no-10-decide-to-ease-lockdown-and-reopen-schools?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1590665165
[8] https://www.theguardian.com/science/2020/may/28/how-will-no-10-decide-to-ease-lockdown-and-reopen-schools?CMP=twt_a-education_b-gdnedu
[6] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html
[4] https://www.theguardian.com/business/2020/may/28/cineworld-plans-reopen-all-uk-cinemas-in-july?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1590659736
[4] https://www.independent.co.uk/news/education/education-news/coronavirus-schools-reopening-june-lockdown-sage-a9536436.html?utm_medium=Social&utm_source=Twitter#Echobox=1590662734
[3] https://www.theguardian.com/education/2020/may/27/it-is-reckless-to-reopen-schools-before-it-is-safe?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1590604119
[3] https://www.theguardian.com/education/2020/may/27/it-is-reckless-to-reopen-schools-before-it-is-safe?CMP=Share_iOSApp_Other
[2] https://www.tes.com/news/coronavirus-schools-reopening-lack-hand-sanitiser
[2] https://news.sky.com/story/coronavirus-cineworld-plans-to-reopen-all-uk-cinemas-in-july-11996117

Top URLs in Tweet in G10:
[3] https://www.technologyreview.com/2020/05/21/1002105/covid-bot-twitter-accounts-push-to-reopen-america/
[2] https://newyork.cbslocal.com/2020/05/27/new-york-city-businesses-reopening-early/?utm_campaign=snd-autopilot
[2] https://trumpgolf.com/
[2] https://www.cnn.com/2020/05/14/health/pediatric-coronavirus-syndrome-multisystem-health/index.html
[1] https://www.alreporter.com/2020/05/26/were-surging-alabama-reports-largest-covid-19-increases-to-date/
[1] https://www.montgomeryadvertiser.com/story/news/2020/05/21/alabama-reopen-kay-ivey-coronavirus-restrictions-theaters-sports-child-care/5237115002/
[1] https://twitter.com/juliakmarsh/status/1266003644740186112
[1] https://www.change.org/p/mayor-bill-de-blasio-reopen-ny?recruiter=75113890&utm_source=share_petition&utm_campaign=psf_combo_share_initial&utm_medium=whatsapp&recruited_by_id=b5b537e0-763a-11e3-bb19-f3a05e1664ba&utm_content=washarecopy_22220920_en-US:v12
[1] https://twitter.com/crainsnewyork/status/1265342278887002112
[1] https://www.forbes.com/sites/alexandrasternlicht/2020/05/27/disney-world-hopes-to-reopen-july-11-with-new-precautions-in-place/

Top Domains
Top Domains in Tweet in Entire Graph:
[1005] co.uk
[429] twitter.com
[218] trumpgolf.com
[172] sky.com
[164] theguardian.com
[134] trib.al
[65] vox.com
[55] gov.uk
[52] latimes.com
[51] theatlantic.com

Top Domains in Tweet in G1:
[190] co.uk
[175] twitter.com
[50] theguardian.com
[32] instagram.com
[30] patch.com
[25] linkedin.com
[19] msn.com
[19] cnbc.com
[17] theatlantic.com
[15] yahoo.com

Top Domains in Tweet in G3:
[10] twitter.com
[6] wjla.com
[3] co.uk
[1] nypost.com
[1] breitbart.com
[1] trumpgolf.com
[1] americanthinker.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] aol.com
[1] lassennews.com
[1] washingtonpost.com
[1] edweek.org
[1] google.com
[1] co.uk

Top Domains in Tweet in G5:
[136] sky.com
[43] co.uk
[10] thecaterer.com
[7] gov.uk
[7] twitter.com
[4] trib.al
[4] theguardian.com
[4] scotsman.com
[3] change.org
[2] org.uk

Top Domains in Tweet in G6:
[362] co.uk
[9] itv.com
[8] theguardian.com
[3] independentsage.org
[2] chasecarbon.com
[1] trib.al
[1] wildwoodtrust.org
[1] schoolsimprovement.net
[1] politico.com
[1] twitter.com

Top Domains in Tweet in G7:
[12] youtube.com
[11] twitter.com
[10] nbcnews.com
[7] breitbart.com
[5] foxnews.com
[4] carolinajournal.com
[3] openthestates.com
[3] townhall.com
[2] wxyz.com
[2] propublica.org

Top Domains in Tweet in G8:
[39] theguardian.com
[27] tes.com
[17] co.uk
[6] org.uk
[5] twitter.com
[3] sky.com
[2] gov.uk
[2] thecomet.net
[1] news-republic.com
[1] reclaimingschools.org

Top Domains in Tweet in G10:
[5] twitter.com
[4] cbslocal.com
[3] forbes.com
[3] cnn.com
[3] technologyreview.com
[2] trumpgolf.com
[1] alreporter.com
[1] montgomeryadvertiser.com
[1] change.org
[1] axios.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[518] minneapolis
[381] covid19
[254] coronavirus
[113] reopen
[104] covid
[100] lockdown
[83] trump
[67] deblasio
[67] crisis
[40] rebuildingamerica



Top Hashtags in Tweet in G1:
[54] covid19
[46] reopen
[42] coronavirus
[32] rebuildingamerica
[16] lockdown
[14] business
[13] travel
[11] retail
[10] reopening
[10] covid

Top Hashtags in Tweet in G3:
[502] minneapolis
[3] icymi
[1] fukpoliss

Top Hashtags in Tweet in G4:
[2] covid19
[1] gaslightingamerica

Top Hashtags in Tweet in G5:
[14] coronavirus
[4] protecttourismjobs
[3] caravan
[3] motorhome
[3] hospitality
[3] knowsley
[2] worcestershirehour
[2] protectcaravanjobs
[2] heartnews
[2] charityshops

Top Hashtags in Tweet in G6:
[5] independentsage
[4] education
[4] schools
[3] news
[2] covid19
[2] schoolsreopening
[2] reopen
[2] schoolsreopeninguk
[2] sage
[1] humanrights

Top Hashtags in Tweet in G7:
[12] gapol
[9] trump
[7] coronavirus
[7] enemyofthepeople
[6] reopen
[5] covid19
[5] reopenamerica
[4] covid
[3] frontpage
[3] cdc

Top Hashtags in Tweet in G8:
[15] whenitssafe
[11] onlywhenitssafe
[10] fivetests
[4] covid19uk
[2] toryliars
[2] dominiccumnings
[1] keepthelockdown
[1] thursdaythoughts
[1] stayhome
[1] 5tests

Top Hashtags in Tweet in G10:
[4] covid19
[2] reopennyc
[2] reopenstatenisland
[2] barncam
[2] nyc
[2] pa
[2] covidmikespike
[2] pmsis
[2] europeanvirus
[2] electivesurgery

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1951] reopen
[258] june
[227] schools
[180] more
[164] businesses
[146] people
[132] july
[130] covid
[116] plans
[116] reopening

Top Words in Tweet in G2:
[1845] indonesia
[1845] getting
[1845] ready
[1845] reopen

Top Words in Tweet in G3:
[713] reopen
[542] people
[506] trying
[504] looting
[502] arrested
[502] burning
[502] stores
[502] #minneapolis
[502] need
[502] police

Top Words in Tweet in G4:
[785] state
[613] members
[577] reopen
[395] safe
[395] positive
[393] same
[393] democrats
[391] daily
[391] work
[390] those

Top Words in Tweet in G5:
[678] reopen
[167] centres
[138] june
[138] outdoor
[133] july
[128] uk
[128] cinemas
[126] cineworld
[106] drive
[95] coronavirus

Top Words in Tweet in G6:
[516] reopen
[504] schools
[416] sage
[413] independent
[394] safe
[390] warns
[357] week
[354] next
[83] june
[60] government

Top Words in Tweet in G7:
[355] reopen
[177] realdonaldtrump
[85] state
[50] georgia
[49] people
[48] country
[47] first
[47] go
[44] re
[41] order

Top Words in Tweet in G8:
[409] schools
[299] reopen
[219] government
[212] sage
[158] week
[155] next
[149] follow
[146] safe
[143] advice
[142] report

Top Words in Tweet in G9:
[764] time
[764] dont
[383] reopen
[382] healing
[382] overnight
[382] process
[382] takes
[382] sometimes
[382] feel
[382] finally

Top Words in Tweet in G10:
[379] reopen
[314] weeks
[300] alabama
[202] state
[182] order
[164] day
[162] restaurants
[159] cases
[158] april
[158] allowed

Top Word Pairs
Top Word Pairs in Tweet in G2:
[108] indonesia,getting
[90] getting,ready
[88] ready,reopen

Top Word Pairs in Tweet in G3:
[1845] trying,reopen
[1845] arrested,people
[1845] people,burning
[] burning,looting
[] looting,stores
[] stores,#minneapolis
[] #minneapolis,need
[] need,police
[] police,fight
[] fight,criminals

Top Word Pairs in Tweet in G4:
[504] reopen,state
[502] same,members
[502] members,those
[502] those,leading
[502] leading,daily
[502] daily,shouts
[502] shouts,reopen
[502] state,yelled
[502] yelled,screamed
[502] screamed,being

Top Word Pairs in Tweet in G5:
[391] centres,reopen
[389] cinemas,july
[389] uk,cinemas
[389] reopen,uk
[389] cineworld,plans
[389] plans,reopen
[389] garden,centres
[389] coronavirus,cineworld
[389] drive,food
[389] reopen,monday

Top Word Pairs in Tweet in G6:
[152] independent,sage
[126] reopen,schools
[124] safe,reopen
[123] next,week
[88] sage,warns
[88] schools,next
[87] week,independent
[83] schools,reopen
[83] june,early
[83] early,schools

Top Word Pairs in Tweet in G7:
[408] re,election
[385] along,lines
[354] lines,first
[354] first,pieces
[351] pieces,re
[351] election,advice
[326] advice,give
[104] give,realdonaldtrump
[39] realdonaldtrump,never
[37] never,put

Top Word Pairs in Tweet in G8:
[33] next,week
[32] schools,next
[32] sage,committee
[32] opening,schools
[32] claims,government
[32] government,failing
[32] failing,follow
[32] follow,advice
[32] advice,sage
[32] committee,opening

Top Word Pairs in Tweet in G9:
[154] healing,overnight
[148] overnight,process
[137] process,takes
[135] takes,time
[133] time,sometimes
[133] sometimes,feel
[133] feel,finally
[133] finally,over
[133] over,something
[133] something,happy

Top Word Pairs in Tweet in G10:
[382] two,weeks
[382] state,allowed
[382] heads,re
[382] re,alabama
[382] alabama,alabama
[382] alabama,saw
[382] saw,largest
[382] largest,single
[382] single,day
[382] day,increase

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@mrandyngo
@nygovcuomo
@washingtonpost
@govmurphy
@cnn
@morningmika
@fsjamescampbell
@scottpresler
@adamhanteler

Top Replied-To in G3:
@allinwithchris
@chrislhayes
@govtstheproblem
@cassandrarules

Top Replied-To in G4:
@washingtonpost
@studentactivism
@miketurzai
@sethabramson
@briantylercohen
@mizzynutz
@mollyjongfast
@mrravini
@megawatts55
@briansimspa

Top Replied-To in G5:
@nicolasturgeon
@piersmorgan
@warwickhunt4
@matttempest
@borisjohnson
@ikeauk
@bbcnews
@skynews
@10downingstreet
@skynewsbreak

Top Replied-To in G6:
@deborahmeaden
@keir_starmer
@uklabour
@sir_david_king
@redeyedsprite
@jonashworth
@gabrielscally
@heather_c_c

Top Replied-To in G7:
@realdonaldtrump
@seanhannity
@lee35609992
@poloska25
@conservamomusa
@governorva
@boeing
@speakerpelosi
@seanparnellusa
@govkemp

Top Replied-To in G8:
@richardmills18
@tes
@subyloo21
@borisjohnson
@mischamotion
@sarahgull2019
@halcyonorder
@lockdown_lady
@haggis_uk
@timowahler

Top Replied-To in G10:
@nygovcuomo
@resisterdude
@nycmayor
@maddow
@juliakmarsh
@notdred
@eugenegu

Top Mentioned
Top Mentioned in Entire Graph:
@trumpturnberry
@trumpscotland
@theatlantic
@realdonaldtrump
@briansimspa
@mailonline
@nicolasturgeon
@neunion
@starbucks
@borisjohnson

Top Mentioned in G1:
@ptboexaminer
@nationalnewsdm
@scwacy
@willpowerentllc
@fintechzoom
@_checkit

Top Mentioned in G3:
@chrislhayes
@trumpturnberry
@trumpscotland

Top Mentioned in G4:
@briansimspa
@kevinmkruse
@briantylercohen
@bowiestardust2
@miketurzai
@alexberenson
@honighope
@aol
@cwru
@lionofthesenate

Top Mentioned in G5:
@nicolasturgeon
@borisjohnson
@matthancock
@oliverdowden
@aloksharma_rdg
@ruthieel
@scotgov
@bbcnews
@michaelgove
@robertjenrick

Top Mentioned in G6:
@independentsage
@commentator01
@independent
@keir_starmer
@zubhaque
@rustandycenter
@sir_david_king
@uklabour
@neunion
@briefcasemike

Top Mentioned in G7:
@realdonaldtrump
@whitehouse
@govkemp
@gop
@potus
@youtube
@govwhitmer
@foxnews
@nc_governor
@massp

Top Mentioned in G8:
@neunion
@educationgovuk
@gavinwilliamson
@tes
@cyclingkev
@resfoundation
@neu
@neunorthern
@maryboustedneu
@nickgibbuk

Top Mentioned in G10:
@nycmayor
@joeborellinyc
@nygovcuomo
@forbes
@interior
@secbernhardt
@everbridge
@lisettevoytko
@johnbdias
@trumpturnberry

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@mrdjones
@market_screener
@robinsnewswire
@oohcchanbh
@current_knewz
@pairsonnalitesa
@lopezgovlaw
@nyancow

Top Tweeters in G1:
@pulpnews
@market_screener
@current_knewz
@pairsonnalitesa
@defendressofsan
@poandpo
@billm9
@coopmike48
@pairsonnalitesn
@iam__network

Top Tweeters in G2:
@eben_heizer
@apreiskagilang
@illuminationkey
@snowangja
@gotothejek
@zandijh
@kurootsukkl
@matchafit28
@126vdy
@ttorroo

Top Tweeters in G3:
@jimpolk
@sustain05
@willbarrett_1
@nvehecnycrrcom1
@boriquagoddess
@susancturlingt1
@pgrlegacy
@adudefromnowere
@galloy_tammie
@jantxnc

Top Tweeters in G4:
@paxnostrum
@riskyliberal
@tadrow
@nhdogmom
@roripierpont1
@mstepczyk
@sueglashauser
@24baseballreed
@kalaax008
@reeceecup

Top Tweeters in G5:
@mrdjones
@supazeez
@camz99
@badmashinamanum
@bbcnews
@wadakashiho
@skynews
@tartancobweb
@worcesterhour
@standardnews

Top Tweeters in G6:
@independent
@derekjohnbryant
@chilhon2016lap
@dailymirror
@iflck
@bulldoghill
@dingabelle
@spanishdan1
@lanct22
@themingford

Top Tweeters in G7:
@randlight
@magannohate
@wdwdisneyland7
@ingodidotrust
@foxnews
@ggeett37aaa
@tiredofbs13
@thedailybeast
@wrap02
@mlas

Top Tweeters in G8:
@guardian
@j_sutherland2
@paul_trembath
@innamood
@ukdemockery
@catethetwaate
@georgebernhard
@libertygranny
@tmoptimist
@largewlarge63

Top Tweeters in G9:
@amuraovonn
@usgirladdict
@dyeeanadia_
@ffarhanaas
@deeply__s
@apugcp24goa
@mhae92
@70sniaii
@borgesplurge
@dongbapshinki97

Top Tweeters in G10:
@cheezwitham
@john_siracusa
@phendricks71
@nyctsubway
@castonchris
@sallyagale
@passarelliallan
@arctichamster
@demfromct
@teamkimlisa


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