COVID, Twitter, 10/16/2020 9:33:48 AM, 238077


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COVID_2020-10-16_00-19-44.xlsx
COVID_2020-10-16_00-19-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
COVID via NodeXL https://bit.ly/3k4ZWgi
@realdonaldtrump
@kylegriffin1
@joebiden
@maddow
@kelsientaggart
@brianschatz
@politicalnope
@cbouzy
@madamend
@senatemajldr

Top hashtags:
#covid19
#covid
#covid_19
#coronavirus
#kysen
#covid_19mx
#covid__19

Description:
Description
The graph represents a network of 11,137 Twitter users whose tweets in the requested range contained "COVID", 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 07:32 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, 0-minute period from Tuesday, 13 October 2020 at 03:20 UTC to Thursday, 15 October 2020 at 03:21 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 : 11137
Unique Edges : 5940
Edges With Duplicates : 12128
Total Edges : 18068
Number of Edge Types : 5
Retweet : 5664
MentionsInRetweet : 6558
Tweet : 2976
Mentions : 1946
Replies to : 924
Self-Loops : 2998
Reciprocated Vertex Pair Ratio : 0.00371828521434821
Reciprocated Edge Ratio : 0.00740902157332752
Connected Components : 3049
Single-Vertex Connected Components : 838
Maximum Vertices in a Connected Component : 2437
Maximum Edges in a Connected Component : 4923
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.332032
Graph Density : 7.40032190513345E-05
Modularity : 0.569113
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,137 Twitter users whose tweets in the requested range contained "COVID", 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 07:32 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, 0-minute period from Tuesday, 13 October 2020 at 03:20 UTC to Thursday, 15 October 2020 at 03:21 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 : COVID
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://www.politico.com/news/2020/10/13/howard-krein-covid-startups-biden-429123
[30] https://www.rawstory.com/2020/10/bar-owner-who-hosted-donald-trump-jr-is-now-in-icu-with-and-wants-to-punch-the-president/
[11] https://www.reuters.com/article/us-imf-worldbank-vaccines-idUSKBN26Y36Y?taid=5f866d3a609c1e0001cd64bd&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.whitehouse.gov/articles/first-lady-melania-trump-personal-experience-covid-19/
[9] https://www.washingtonpost.com/health/covid-herd-immunity/2020/10/10/3910251c-0a60-11eb-859b-f9c27abe638d_story.html
[8] https://www.france24.com/en/20201014-live-macron-expected-to-announce-tougher-covid-19-measures-as-france-s-cases-rise?ref=tw
[8] https://trib.al/EKfZt4c
[8] https://issuu.com/signumcomunicacionpolitica/docs/revista_signum_73_ok/8
[7] https://www.nytimes.com/live/2020/10/13/world/coronavirus-covid
[6] https://mazo4f.com/el-covid-19-puede-permanecer-en-los-celulares-y-billetes-por-mas-de-20-dias

Top URLs in Tweet in G1:
[3] https://edition.cnn.com/2020/10/12/health/johnson-coronavirus-vaccine-pause-bn
[3] https://www.rawstory.com/2020/10/ex-gop-official-welcomes-trump-to-iowa-with-super-spreader-event-billboard/
[3] https://www.cnn.com/2020/10/14/health/blood-group-covid-19-scn-wellness/index.html
[2] https://www.instagram.com/accounts/login/?next=/p/CGRKLmqn8wP/%3Figshid%3D1awa2heqlqds
[2] https://www.usatoday.com/story/news/health/2020/10/12/us-covid-deaths-75-k-more-americans-died-than-previously-recorded-excess-deaths/5935813002/
[2] https://www.cnn.com/world/live-news/coronavirus-pandemic-09-16-20-intl/h_826ed0a134cad8e905427d16cdedc19d?utm_medium=social&utm_term=link&utm_source=twCNN&utm_content=2020-09-19T17%3A00%3A25
[2] https://dangoodspeed.com/covid/total-cases-since-june
[2] https://www.theguardian.com/technology/2020/oct/14/facebook-greatest-source-of-covid-19-disinformation-journalists-say
[2] https://www.theguardian.com/world/2020/oct/13/covid-may-cause-sudden-permanent-hearing-loss-uk-study
[2] https://www.sahijab.com/tips/2690-wabah-covid-19-aa-gym-setiap-sakit-bisa-menjadi-penggugur-dosa?medium=partner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=sahijabcom

Top URLs in Tweet in G2:
[8] https://www.whitehouse.gov/articles/first-lady-melania-trump-personal-experience-covid-19/
[6] https://tweetedtimes.com/Favstar/top-50-funny?s=tnp
[2] https://www.nytimes.com/live/2020/10/13/world/coronavirus-covid#white-house-embraces-declaration-that-opposes-lockdowns-and-relies-on-herd-immunity
[1] https://twitter.com/svnewsalerts/status/1316102350990462986
[1] https://twitter.com/realdonaldtrump/status/1316194625405751296
[1] https://news.yahoo.com/trump-embraces-herd-immunity-in-wake-of-his-recovery-from-covid-19-200322727.html
[1] https://www.aljazeera.com/news/2020/10/12/unethical-who-chief-slams-herd-immunity-as-covid-19-response
[1] https://twitter.com/npr/status/1316557162596966400
[1] https://www.wsj.com/articles/barron-trump-president-s-youngest-child-tested-positive-for-covid-19-earlier-this-month-11602707651
[1] https://data.cms.gov/stories/s/COVID-19-Nursing-Home-Data/bkwz-xpvg/

Top URLs in Tweet in G3:
[3] https://www.usatoday.com/story/entertainment/celebrities/2020/10/14/melania-trump-says-son-barron-trump-tested-positive-covid-19/3656978001/
[1] https://twitter.com/aravosis/status/1315797858113724417
[1] https://www.thedailybeast.com/fauci-birx-and-others-on-trumps-covid-task-force-are-turning-on-him
[1] https://twitter.com/atrupar/status/1316031760107532288
[1] https://twitter.com/caslernoel/status/1237045297701847040
[1] https://www.politico.com/news/2020/10/13/howard-krein-covid-startups-biden-429123
[1] https://twitter.com/joebiden/status/1316189479544279041
[1] https://www.politico.com/news/2020/09/25/trump-hhs-ads-coronavirus-421957

Top URLs in Tweet in G4:
[2] https://www.gob.mx/salud/prensa/nuevo-coronavirus-en-el-mundo-covid-19-comunicado-tecnico-diario-254677
[2] https://www.unotv.com/nacional/mexico-tendra-acceso-a-mas-de-100-millones-de-vacunas-contra-el-covid-19/
[1] https://www.proceso.com.mx/653178/salinas-pliego-se-contagia-de-covid-19-nos-tiene-que-dar-a-todos-dice
[1] https://www.proceso.com.mx/652802/revientan-comparecencia-de-lopez-gatell-en-el-senado
[1] https://www.proceso.com.mx/652983/probaran-la-vacuna-rusa-sputnik-v-en-mayores-de-60-anos
[1] https://www.youtube.com/watch?v=4O5z3F_w6Co&feature=youtu.be

[1] https://bit.ly/3lMOsyj
[1] https://www.forbes.com.mx/negocios-grupo-salinas-temor-casos-coronavirus/
[1] https://www.poresto.net/republica/2020/10/14/ricardo-salinas-pliego-da-positivo-covid-19-dice-no-tener-miedo-217457.html
[1] https://www.contrapesociudadano.com/oms-reconoce-el-semaforo-epidemiologico-por-covid-19-de-mexico-lopez-gatell/

Top URLs in Tweet in G5:
[2] https://www.thedailybeast.com/jimmy-kimmel-brutally-mocks-trumps-covid-superman-stunt-idea?via=twitter_page
[2] https://www.thegazette.com/subject/news/business/farm-bankruptcy-iowa-20200203
[2] https://www.thedailybeast.com/labor-secretary-eugene-scalias-wife-trish-is-latest-rose-garden-guest-with-covid-19?source=twitter&via=desktop
[1] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html?referringSource=articleShare
[1] https://wapo.st/3nNuJAA
[1] https://bit.ly/374Y6Zk
[1] https://www.thedailybeast.com/daily-shows-trevor-noah-nails-eric-trumps-covid-vaccine-idiocy?via=twitter_page
[1] https://www.thedailybeast.com/johnson-and-johnson-halts-covid-19-vaccine-study-after-participant-comes-down-with-unexplained-illness?via=twitter_page
[1] https://www.thedailybeast.com/labor-secretary-eugene-scalias-wife-trish-is-latest-rose-garden-guest-with-covid-19?via=twitter_page
[1] https://www.nytimes.com/2020/10/14/world/asia/india-trump-fan-dies.html

Top URLs in Tweet in G6:
[1] https://twitter.com/mehdihasanshow/status/1316170763955834882

Top URLs in Tweet in G7:
[4] https://www.bloomberg.com/news/articles/2020-10-02/trump-infection-puts-large-retinue-of-white-house-aides-at-risk?utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=business&cmpid=socialflow-twitter-business
[2] https://www.dailykos.com/story/2020/10/13/1986113/-New-analysis-shows-the-horrific-scale-of-Trump-s-disaster-as-17-states-hit-new-highs-for-COVID-19?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[1] https://www.knau.org/post/two-sisters-navajo-nation-die-days-apart-covid-19
[1] https://www.adn.com/alaska-news/2020/09/17/covid-19-killed-an-anchorage-woman-in-her-40s-without-warning-her-family-has-a-message-its-here-and-its-deadly/
[1] https://www.wtsp.com/article/news/health/coronavirus/a-final-farewell-90-year-old-lakeland-man-wears-ppe-risks-coronavirus-to-say-goodbye-to-wife-with-dementia/67-c7378764-c94c-41d1-a1bd-a20e40aa55ed
[1] https://trib.al/CG7xKTQ?cmpid=socialflow-twitter-business&utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter
[1] https://www.bloomberg.com/news/storythreads/2020-10-02/trump-covid-19-diagnosis-how-are-election-stimulus-affected?utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business&utm_content=business
[1] https://cnn.it/375iitS
[1] https://trib.al/28Bs1cx
[1] https://cnn.it/3iW4DYr

Top URLs in Tweet in G8:
[12] https://www.rawstory.com/2020/10/bar-owner-who-hosted-donald-trump-jr-is-now-in-icu-with-and-wants-to-punch-the-president/
[4] https://trib.al/WCM00Lp
[3] https://thehill.com/blogs/blog-briefing-room/news/520666-indian-man-who-fasted-to-pray-for-trumps-covid-19-recovery-dies
[2] https://thehill.com/homenews/news/521106-alabama-coach-nick-saban-tests-positive-for-covid-19
[2] https://thehill.com/homenews/administration/520937-labor-secretarys-wife-tests-positive-for-covid-19
[2] https://www.businessinsider.com/barron-trump-tested-positive-for-covid-19-melania-letter-2020-10
[2] https://www.nbcnews.com/news/us-news/thousands-minks-die-covid-19-utah-farms-n1242754
[1] https://www.mediaite.com/news/maskless-ron-desantis-high-fives-attendees-at-packed-trump-rally-rubs-his-nose-with-hand/
[1] https://cnn.it/3j8aY3f
[1] https://on.msnbc.com/3jVUgoJ

Top URLs in Tweet in G9:
[13] https://www.rawstory.com/2020/10/bar-owner-who-hosted-donald-trump-jr-is-now-in-icu-with-and-wants-to-punch-the-president/
[1] http://www.sciencedirect.com/science/authShare/S0196064420306016/20201002T012600Z/1?md5=b037590ec467c7d663b0fdfd2f6084db&dgcid=author

Top URLs in Tweet in G10:
[2] https://www.businessinsider.com/cdc-black-and-brown-children-dying-from-the-coronavirus-2020-9
[2] https://www.washingtonpost.com/health/covid-herd-immunity/2020/10/10/3910251c-0a60-11eb-859b-f9c27abe638d_story.html
[1] https://www.jsonline.com/story/news/2020/10/12/wisconsin-coronavirus-state-reports-nearly-2-000-new-cases-9-deaths/5970999002/
[1] https://www.desmoinesregister.com/story/news/2020/10/13/covid-19-iowa-state-reports-17-deaths-580-coronavirus-cases/5976899002/
[1] https://oklahoman.com/article/5673827/as-mask-ordinance-is-extended-covid-19-surges-and-okc-has-no-icu-beds-available
[1] https://www.startribune.com/guard-called-in-to-contain-covid-outbreak-at-two-minnesota-nursing-homes/572728431/?ref=nl&om_rid=1624590793&om_mid=1750149577&refresh=true
[1] https://www.idsociety.org/news--publications-new/articles/2020/herd-immunity-is-not-an-answer-to-a-pandemic/
[1] https://www.yahoo.com/huffpost/jimmy-kimmel-donald-trump-covid-horny-111051238.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://www.cbsnews.com/amp/news/second-stimulus-check-update-600-unemployment-heroes-act/
[1] https://www.nytimes.com/2020/10/14/us/politics/coronavirus-trump-investors.html?smid=tw-nytimes&smtyp=cur

Top Domains
Top Domains in Tweet in Entire Graph:
[346] twitter.com
[53] bit.ly
[44] theguardian.com
[43] youtube.com
[42] rawstory.com
[41] trib.al
[39] nytimes.com
[36] politico.com
[33] com.mx
[28] globo.com

Top Domains in Tweet in G1:
[106] twitter.com
[14] cnn.com
[14] theguardian.com
[9] com.mx
[8] co.uk
[5] tweetedtimes.com
[5] nytimes.com
[5] rawstory.com
[4] globo.com
[4] usatoday.com

Top Domains in Tweet in G2:
[14] tweetedtimes.com
[12] twitter.com
[8] whitehouse.gov
[2] washingtonpost.com
[2] nytimes.com
[1] yahoo.com
[1] aljazeera.com
[1] wsj.com
[1] cms.gov
[1] newsweek.com

Top Domains in Tweet in G3:
[4] twitter.com
[3] usatoday.com
[2] politico.com
[1] thedailybeast.com

Top Domains in Tweet in G4:
[7] com.mx
[4] twitter.com
[2] contrapesociudadano.com
[2] gob.mx
[2] unotv.com
[1] youtube.com
[1] bit.ly
[1] poresto.net
[1] elpais.com

Top Domains in Tweet in G5:
[7] thedailybeast.com
[2] nytimes.com
[2] bit.ly
[2] thegazette.com
[1] wapo.st
[1] youtube.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[5] bloomberg.com
[3] trib.al
[2] cnn.it
[2] dailykos.com
[1] knau.org
[1] adn.com
[1] wtsp.com
[1] bloom.bg

Top Domains in Tweet in G8:
[12] rawstory.com
[8] thehill.com
[6] trib.al
[4] msnbc.com
[3] nbcnews.to
[3] nbcnews.com
[2] businessinsider.com
[1] mediaite.com
[1] cnn.it
[1] axios.com

Top Domains in Tweet in G9:
[13] rawstory.com
[1] sciencedirect.com

Top Domains in Tweet in G10:
[6] yahoo.com
[5] nytimes.com
[2] businessinsider.com
[2] washingtonpost.com
[2] twitter.com
[1] jsonline.com
[1] desmoinesregister.com
[1] oklahoman.com
[1] startribune.com
[1] idsociety.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] covid19
[173] covid
[85] covid_19
[66] coronavirus
[60] kysen
[29] covid_19mx
[28] covid__19
[27] cercosanitariochalchuapa
[21] tiempodeelegir
[18] edoméx



Top Hashtags in Tweet in G1:
[21] covid
[15] coronavirus
[15] covid19
[12] thebachelorette
[10] covid_19
[5] covid__19
[4] bachelorette
[4] divhumaspolri
[3] opsyustisipoldasulsel
[3] poldasulsel

Top Hashtags in Tweet in G2:
[54] kysen
[7] newyorktough
[4] trumpprojection
[3] covid19
[2] whatsatstake
[2] amyconeybarrett
[2] scotushearings
[2] coronavirus
[2] nursinghome
[2] voting

Top Hashtags in Tweet in G3:
[5] primeday
[2] covid
[2] covid19
[2] trump
[1] voteblue
[1] trumpcovid19
[1] covidiots
[1] votersuppression
[1] votehimout2020
[1] vote

Top Hashtags in Tweet in G4:
[3] covid19
[3] covid_19mx
[2] laotraopinión
[2] felizlunes
[2] covid_19
[2] ridicula
[2] chayoteromuerte
[1] entérate
[1] cdmx
[1] covid

Top Hashtags in Tweet in G5:
[1] akron
[1] ohio

Top Hashtags in Tweet in G7:
[2] covid19
[1] 久夛良木健

Top Hashtags in Tweet in G8:
[14] 11thhour
[3] trumprallyflorida
[2] trumpcovid19
[1] floridaforbiden
[1] verydisappointedinnbc
[1] trumpislosing
[1] 25thamendment
[1] trumpownseverydeath
[1] bebest
[1] trumpisasuperspreader

Top Hashtags in Tweet in G9:
[1] usps

Top Hashtags in Tweet in G10:
[7] covid
[2] melaniatapes
[1] vote
[1] bidenharris2020
[1] bidenharris2020tosaveamerica
[1] caravanofcovid
[1] deathvectordonald

Top Words
Top Words in Tweet in Entire Graph:
[7881] covid
[3150] 19
[1248] trump
[486] people
[397] more
[367] 000
[343] over
[317] president
[300] johnson
[293] cases

Top Words in Tweet in G1:
[790] covid
[317] 19
[59] trump
[34] more
[32] test
[31] vaccine
[27] people
[26] cases
[23] over
[23] news

Top Words in Tweet in G2:
[428] covid
[193] realdonaldtrump
[122] 19
[72] admit
[64] again
[58] oliviatroye
[58] remember
[57] using
[56] wow
[56] political

Top Words in Tweet in G3:
[125] covid
[107] trump
[81] joebiden
[75] 19
[41] president
[37] way
[36] supreme
[36] court
[36] long
[36] term

Top Words in Tweet in G4:
[94] min
[84] covid
[63] lopezobrador_
[60] gatell
[57] lillytellez
[57] presidente
[49] hablar
[47] 19
[47] sr
[47] dejó

Top Words in Tweet in G5:
[129] kylegriffin1
[79] covid
[64] america
[57] billboard
[56] political
[56] group
[56] rural
[56] 2020
[56] paid
[56] digital

Top Words in Tweet in G6:
[118] trump
[116] president
[115] cbouzy
[114] hunter
[114] biden
[114] running
[114] care
[114] emailed
[114] owes
[114] someone

Top Words in Tweet in G7:
[99] covid
[74] ll
[70] _danteswift
[70] fact
[70] nba
[70] analyzed
[70] executed
[70] fool
[70] proof
[70] plan

Top Words in Tweet in G8:
[119] covid
[70] 19
[48] trump
[34] people
[23] states
[21] president
[21] msnbc
[18] johnson
[16] cases
[15] repsforbiden

Top Words in Tweet in G9:
[93] covid
[63] trump
[50] closing
[50] message
[50] seems
[50] insulting
[50] seniors
[50] women
[50] live
[50] suburbs

Top Words in Tweet in G10:
[72] covid
[39] 19
[39] relief
[26] maddow
[21] over
[20] trump
[19] power
[19] give
[17] condemn
[17] senate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3084] covid,19
[160] positive,covid
[144] johnson,johnson
[143] year,old
[127] contra,covid
[124] covid,relief
[117] million,dollars
[116] hunter,biden
[115] 400,million
[114] biden,running

Top Word Pairs in Tweet in G1:
[313] covid,19
[24] covid,test
[18] 19,vaccine
[16] daegu,covid
[15] covid,daegu
[13] positivo,covid
[11] johnson,johnson
[10] positive,covid
[9] casos,covid
[8] contra,covid

Top Word Pairs in Tweet in G2:
[121] covid,19
[55] wow,realdonaldtrump
[55] realdonaldtrump,disrespecting
[55] disrespecting,elders
[55] elders,using
[55] using,political
[55] political,pawns
[55] pawns,again
[55] again,remember
[55] remember,covid

Top Word Pairs in Tweet in G3:
[74] covid,19
[36] joebiden,president
[36] president,trump
[36] trump,way
[36] way,supreme
[36] supreme,court
[36] court,long
[36] long,term
[36] term,complications
[36] complications,covid

Top Word Pairs in Tweet in G4:
[49] presidente,lopezobrador_
[47] covid,19
[47] sr,presidente
[47] lopezobrador_,gatell
[47] gatell,dejó
[47] dejó,hablar
[47] hablar,usó
[47] usó,micrófono
[47] micrófono,48
[47] 48,min

Top Word Pairs in Tweet in G5:
[56] political,group
[56] group,rural
[56] rural,america
[56] america,2020
[56] 2020,paid
[56] paid,digital
[56] digital,billboard
[56] billboard,near
[56] near,entrance
[56] entrance,moines

Top Word Pairs in Tweet in G6:
[114] hunter,biden
[114] biden,running
[114] running,president
[114] president,care
[114] care,emailed
[114] emailed,trump
[114] trump,owes
[114] owes,someone
[114] someone,over
[114] over,400

Top Word Pairs in Tweet in G7:
[70] fact,nba
[70] nba,analyzed
[70] analyzed,covid
[70] covid,executed
[70] executed,fool
[70] fool,proof
[70] proof,plan
[70] plan,better
[70] better,government
[70] government,something

Top Word Pairs in Tweet in G8:
[70] covid,19
[14] here's,another
[14] another,look
[14] look,map
[14] map,states
[14] states,red
[14] red,covid
[14] 19,cases
[14] cases,rise
[14] rise,#11thhour

Top Word Pairs in Tweet in G9:
[50] trump,closing
[50] closing,message
[50] message,seems
[50] seems,insulting
[50] insulting,seniors
[50] seniors,women
[50] women,live
[50] live,suburbs
[50] suburbs,spreading
[50] spreading,covid

Top Word Pairs in Tweet in G10:
[39] covid,19
[17] condemn,senate
[17] senate,maj
[17] maj,leader
[17] leader,decision
[17] decision,prioritize
[17] prioritize,judicial
[17] judicial,power
[17] power,grab
[17] grab,over

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@vickydavilah
@cnn
@maddow
@drericding
@ricardobsalinas
@mysterysolvent
@joebiden
@damailamongan
@meidastouch

Top Replied-To in G2:
@realdonaldtrump
@flotus
@senatemajldr
@mitchellreports
@ivankatrump
@svnewsalerts
@erictrump
@reelmarvint
@repmattgaetz
@speakerpelosi

Top Replied-To in G3:
@joebiden
@matthewjdowd
@dwuhlfelderlaw
@edblaisdell
@legbad1
@kizaro47
@soccerpearl4
@claypaulnobles
@scottgottliebmd
@saraeisen

Top Replied-To in G4:
@ricardobsalinas
@hlgatell
@rocionahle
@marifer882014
@jenarovillamil
@proceso
@cegerfran
@lopezobrador_
@wamlucerna
@antonioattolini

Top Replied-To in G5:
@kylegriffin1
@someknew
@4evernevertrump
@sozedk

Top Replied-To in G6:
@realdonaldtrump

Top Replied-To in G7:
@johny_enrique
@_daniel_c_
@quicktake

Top Replied-To in G8:
@thehill
@11thhour
@usbreton
@nbcnews
@debramessing
@joncoopertweets
@repsforbiden
@devdrk4761
@sarahlongwell25

Top Replied-To in G9:
@laurencejams

Top Replied-To in G10:
@maddow

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@kylegriffin1
@cbouzy
@joebiden
@bestofmarshall
@mikeynog
@_danteswift
@beowulf
@chucklesbts
@_naiancisneros

Top Mentioned in G1:
@geoffypjohnston
@aroseblush
@humaspolsektas1
@gercortech
@jewinthecity
@r_theconvict
@bobbob97774610
@brobert545
@sahijabcom

Top Mentioned in G2:
@realdonaldtrump
@oliviatroye
@kelsientaggart
@kamalaharris
@potus
@senatemajldr
@nygovcuomo
@svnewsalerts
@tmj4steve
@davidaxelrod

Top Mentioned in G3:
@joebiden
@amvetsupport
@vanitaguptacr
@lindseygrahamsc
@rbreich
@caslernoel
@harrisonjaime
@govwhitmer
@realdonaldtrump
@b52malmet

Top Mentioned in G4:
@lopezobrador_
@lillytellez
@hlgatell
@ricardobsalinas
@m_ebrard
@proceso
@rioscorona222
@beltrandelrio
@liebano
@gobiernomx

Top Mentioned in G5:
@kylegriffin1
@thedailybeast
@therickwilson
@libsinamerica
@nastydwyer
@cooljim198
@munchkinmom1
@someknew
@thebadnewsb
@4evernevertrump

Top Mentioned in G6:
@cbouzy
@katieporteroc
@kylegriffin1
@kamalaharris

Top Mentioned in G7:
@_danteswift
@facesofcovid
@business
@cnnbrk
@quicktake
@ryanheinsius
@10tampabay
@ascent_ai
@salmankocs
@first_class18

Top Mentioned in G8:
@msnbc
@repsforbiden
@joncoopertweets
@11thhour
@cuomoprimetime
@nbcnews
@thehill
@politidope
@nytscience
@sarahlongwell25

Top Mentioned in G9:
@brianschatz
@drtomfrieden
@brahmresnik
@dwuhlfelderlaw
@kylegriffin1
@josephrfriedman
@evath_em
@alhelicalderon
@mackayim

Top Mentioned in G10:
@maddow
@sifill_ldf
@hegemommy
@dralgrossak
@nytimes
@yahoo
@hooverinst
@sendansullivan
@chazbono
@rweingarten

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@missb62
@sumariumcom
@lasillarota
@tuitsugerido
@interdifusion
@kompascom
@republikaonline

Top Tweeters in G1:
@pulpnews
@lasillarota
@tuitsugerido
@interdifusion
@republikaonline
@noticias24
@liputan6dotcom
@cpa_breda
@iam__network
@bluradioco

Top Tweeters in G2:
@ejlazar
@sddphoto
@fight4freedom72
@rjbailey
@bethsinniresist
@newsofmideast
@cheryl_marlin
@robertloerzel
@commoncormorant
@imagenpoblana

Top Tweeters in G3:
@b52malmet
@stevgole
@jbthomjohn
@teawithray
@thechildrenhour
@geokem7
@gsllegn
@karendevine84
@dalekanzler
@matthewjdowd

Top Tweeters in G4:
@larazon_mx
@jlozanoa
@ricardoalemanmx
@mgga_gloria
@elpais_america
@evil_ryu_80
@beltrandelrio
@proceso
@jenarovillamil
@mariobeteta

Top Tweeters in G5:
@klovesnature
@ronpyke
@thedailybeast
@lininohio
@therickwilson
@submarine_guy
@soapdemon34
@sarahtimmerman
@libsinamerica
@gotmtv

Top Tweeters in G6:
@soaprookie
@lellingw
@phyllis_lemley
@vickijo54203063
@msdmurph
@redmc6
@sagetwitting
@groovytimes777
@mers0274
@robertgammon

Top Tweeters in G7:
@business
@uncle876
@10tampabay
@trapuchihas
@quicktake
@dailykos
@supersaiyan_7
@manojdevil993
@billieski
@trikkie1

Top Tweeters in G8:
@thehill
@kdl0888
@jmoon901
@nbcnews
@jimbonz
@yaya17017
@msnbc
@joncoopertweets
@peacelovingrn
@taifung_seattle

Top Tweeters in G9:
@teram323tere
@kskm3
@caseyhinds
@chloedancer
@anne_tappe
@faith_true
@peterkohan
@shesnottrump
@thefinnigans
@vinnewell

Top Tweeters in G10:
@nytimes
@itsweezie
@holybullies
@spicytricia
@suehdemocrat
@im_x1
@kristarchy
@jrlvr88
@kprice1234
@nanab_2010