COVID, Twitter, 10/4/2020 8:32:41 AM, 236912


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COVID_2020-10-04_00-30-01.xlsx
COVID_2020-10-04_00-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2020
Short Description:
COVID via NodeXL https://bit.ly/2SrXft3
@realdonaldtrump
@joyannreid
@joebiden
@amandacarpenter
@gtconway3d
@kellyannepolls
@cnn
@abc
@meiselasb
@kim_sprott

Top hashtags:
#covid19
#covid
#covid_19
#coronavirus
#sputnikvllegaavenezuela
#covid_19mx
#edoméx
#44106

Description:
Description
The graph represents a network of 10,646 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 Sunday, 04 October 2020 at 07:40 UTC.

The requested start date was Sunday, 04 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, 1-minute period from Thursday, 01 October 2020 at 03:18 UTC to Saturday, 03 October 2020 at 03:19 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 : 10646
Unique Edges : 5422
Edges With Duplicates : 12595
Total Edges : 18017
Number of Edge Types : 5
Replies to : 892
Mentions : 1537
Retweet : 5935
MentionsInRetweet : 6895
Tweet : 2758
Self-Loops : 2778
Reciprocated Vertex Pair Ratio : 0.00131607808729985
Reciprocated Edge Ratio : 0.00262869660460022
Connected Components : 2694
Single-Vertex Connected Components : 720
Maximum Vertices in a Connected Component : 3647
Maximum Edges in a Connected Component : 7764
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.554072
Graph Density : 8.05635601928478E-05
Modularity : 0.558261
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 10,646 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 Sunday, 04 October 2020 at 07:40 UTC.

The requested start date was Sunday, 04 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, 1-minute period from Thursday, 01 October 2020 at 03:18 UTC to Saturday, 03 October 2020 at 03:19 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:
[32] https://www.nytimes.com/2020/09/30/us/politics/trump-coronavirus-misinformation.html?referringSource=articleShare
[22] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2818-3
[22] https://twitter.com/realdonaldtrump/status/1311859538279239686
[18] https://www.latimes.com/world-nation/story/2020-09-30/largest-covid-19-transmission-study-highlights-super-spreaders
[15] https://www.foxnews.com/politics/president-trump-awaiting-results-of-covid-test-after-top-aide-is-infected-he-tells-sean-hannity
[15] https://www.nytimes.com/2020/09/29/us/college-student-dies-covid.html?referringSource=articleShare
[12] https://twitter.com/realDonaldTrump/status/1311859538279239686
[12] https://www.usatoday.com/story/news/politics/2020/10/01/hope-hicks-tests-positive-covid-after-traveling-trump/5889312002/
[10] https://www.theonion.com/rudy-giuliani-tests-positive-for-slew-of-obscure-bat-di-1845255014?utm_campaign=TheOnion&utm_content=1601662617&utm_medium=SocialMarketing&utm_source=twitter
[10] https://ishaoutreach.org/isha-vidhya/igr

Top URLs in Tweet in G1:
[14] https://www.foxnews.com/politics/president-trump-awaiting-results-of-covid-test-after-top-aide-is-infected-he-tells-sean-hannity
[8] https://twitter.com/realDonaldTrump/status/1311859538279239686
[5] https://www.usatoday.com/story/news/politics/2020/10/01/hope-hicks-tests-positive-covid-after-traveling-trump/5889312002/
[5] https://twitter.com/realdonaldtrump/status/1311859538279239686
[3] https://thedcpatriot.com/breaking-president-trump-first-lady-to-immediately-start-quarantine-after-top-aide-tests-positive-for-covid/
[3] https://www.nbcnews.com/politics/white-house/hope-hicks-top-trump-adviser-who-flew-him-debate-tests-n1241751
[2] https://www.adeepbreathoflife.com/post/day-8-i-ve-got-to-get-out-after-covid-travel
[2] https://mediarealitas.com/2020/10/penanganan-covid-19-belum-maksimal-wakil-ketua-dprd-desak-tambah-kapasitas-tes-pcr/
[2] https://www.nytimes.com/2020/09/30/health/covid-cruise-ships.html
[2] https://versionfinal.com.ve/ciudad/registran-siete-fallecidos-y-759-casos-de-covid-19-zulia-encabeza-cifras-con-104-contagios/

Top URLs in Tweet in G2:
[6] https://7news.com.au/news/world/us-president-donald-trump-placed-in-covid-19-quarantine-c-1359786
[3] https://ahmedabadmirror.indiatimes.com/news/india/india-not-giving-accurate-covid-death-count-dirtying-environment-trump/articleshow/78402175.cms
[2] https://trib.al/DyjMOI8
[2] https://trib.al/IAcZyWP
[2] https://trib.al/nlMSgdZ
[2] https://trib.al/ggdNN5l
[2] https://www.dailywire.com/news/second-gop-senator-on-judiciary-committee-to-isolate-after-positive-covid-test?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[2] https://www.businessinsider.com/andrew-cuomo-memory-hole-covid-nursing-home-coronavirus-new-york-2020-10?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://freebeacon.com/2020-election/biden-said-6114-military-service-members-died-from-covid-the-real-number-is-7/
[1] https://www.astroawani.com/berita-malaysia/negara-berada-di-ambang-gelombang-ketiga-covid19-261898

Top URLs in Tweet in G3:
[30] https://www.nytimes.com/2020/09/30/us/politics/trump-coronavirus-misinformation.html?referringSource=articleShare
[3] https://m.tiktok.com/v/6879202149029465349.html?_d=secCgsIARCbDRgBIAIoARI%2BCjyb3joUN37UG24eQ%2FGvNIfsMYJI%2Bn4hys6GaZiDQBZJEoDpTdpW6hVkqyRLTrcgCuloCXRVEpoYUoUnAdsaAA%3D%3D&language=en&preview_pb=0&share_app_name=musically&share_item_id=6879202149029465349&share_link_id=7d0023ee-6fac-411a-8865-63b6a217663d×tamp=1601689824&u_code=0&utm_campaign=client_share&utm_medium=android&utm_source=twitter
[2] https://bit.ly/3ij5LVB
[2] https://twitter.com/CheriJacobus/status/1312224961478701056
[2] https://www.vox.com/21498783/trump-positive-covid-19-coronavirus-test-obamacare-supreme-court
[2] https://www.huffpost.com/entry/trump-covid-unconcern-woodward-tape_n_5f77c143c5b64b480aade722
[1] https://thehill.com/policy/technology/519241-amazon-says-19000-of-its-workers-tested-positive-for-covid-19
[1] https://twitter.com/realdonaldtrump/status/1311859538279239686
[1] https://www.politicususa.com/2020/09/30/trump-caused-recession-before-covid.html
[1] https://twitter.com/LemonadaMedia/status/1312124858000502784?s=19

Top URLs in Tweet in G4:
[5] https://twitter.com/realdonaldtrump/status/1311859538279239686
[2] https://twitter.com/senatemajldr/status/1311430098239750150
[2] https://twitter.com/JaneLytv/status/1312095923649081344
[2] https://www.thegatewaypundit.com/2020/10/rnc-chairwoman-ronna-mcdaniel-tests-positive-covid/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.politicususa.com/2020/10/02/trump-knew-hope-hicks-had-covid-but-still-held-campaign-event.html
[1] https://www.thegatewaypundit.com/2020/10/kellyanne-conway-announces-tested-positive-covid-19/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[1] https://twitter.com/smc429/status/1312214335343611905
[1] https://kvoa.com/news/2020/10/02/kellyanne-conway-announces-she-has-tested-positive-for-covid-19/?utm_medium=social&utm_source=twitter_KVOA
[1] https://www.bouldermedicalcenter.com/covid-19-and-skin-symptoms/#:~:text=Another%20described%20manifestation%20of%20COVID,move%20around%20on%20the%20body
[1] https://www.nytimes.com/2020/10/02/opinion/trump-covid-positive-test.html

Top URLs in Tweet in G5:
[3] https://twitter.com/realdonaldtrump/status/1311859538279239686
[2] https://www.cnn.com/2020/10/02/opinions/code-red-moment-us-government-trump-covid-19-vinograd/index.html
[2] https://www.cnn.com/2020/10/02/politics/kellyanne-conway-positive-for-covid-19/index.html
[2] https://www.linkedin.com/slink?code=gPYg8zt
[2] https://aapsonline.org/lessons-from-the-9-month-covid-emergency/
[1] https://trib.al/NQnQyas
[1] https://on.msnbc.com/3l5WT7N
[1] http://www.msnbc.com/live
[1] https://newyork.cbslocal.com/2020/10/01/new-york-state-comptroller-audit-new-york-city-bars-restaurants-coronavirus-covid-19/
[1] https://twitter.com/jackmjenkins/status/1312075437359669249

Top URLs in Tweet in G6:
[1] https://www.politico.com/news/2020/10/01/trump-hope-hicks-tests-positive-for-coronavirus-424781
[1] https://www.nbcwashington.com/news/health/top-white-house-official-tests-positive-for-coronavirus/2433302/

Top URLs in Tweet in G7:
[4] https://twitter.com/sam_vinograd/status/1311841999780286464
[1] https://twitter.com/whitehouse/status/1311722736398618625
[1] https://apnews.com/1e12c6e356b950d4521517452b54de80
[1] https://twitter.com/kellyannepolls/status/1312214949658152960

Top URLs in Tweet in G8:
[1] https://www.nytimes.com/2020/10/02/us/politics/trump-white-house-virus-decisions.html
[1] https://twitter.com/justinbaragona/status/1311862258985623552

Top URLs in Tweet in G9:
[8] https://thehill.com/homenews/campaign/519339-trump-campaign-did-not-notify-biden-of-possible-covid-19-exposure
[5] https://thehill.com/homenews/campaign/519424-biden-camp-taking-down-all-negative-ads
[5] https://thehill.com/homenews/news/519448-kellyanne-conway-tests-positive-for-covid-19
[3] https://thehill.com/homenews/administration/519409-white-house-does-not-commit-to-new-changes-in-safety-procedures-after
[2] https://www.cnbc.com/2020/10/02/gop-donors-panic-after-coming-close-to-trump-at-fundraiser-hours-before-positive-covid-19-test.html?__source=sharebar|twitter&par=sharebar
[2] https://thehill.com/homenews/administration/519226-study-finds-trump-was-the-largest-driver-of-the-covid-19
[2] https://thehill.com/homenews/house/519253-house-approves-22t-covid-19-relief-bill-as-white-house-talks-stall
[2] https://thehill.com/policy/technology/519241-amazon-says-19000-of-its-workers-tested-positive-for-covid-19
[1] https://thehill.com/changing-america/well-being/longevity/519214-trump-set-to-hold-large-campaign-rallies-in-wisconsin
[1] https://www.nbcnews.com/news/latino/meatpackers-deny-workers-benefits-covid-19-deaths-illnesses-n1241348

Top URLs in Tweet in G10:
[5] https://trib.al/uBfHxTL
[4] https://trib.al/pEddZSE
[3] https://trib.al/kuJy4mf
[2] https://www.independent.co.uk/news/world/americas/us-politics/michael-moore-donald-trump-fake-coronavirus-b750245.html?utm_term=Autofeed&utm_medium=Social&utm_content=Echobox&utm_source=Twitter#Echobox=1601676090
[2] https://www.usatoday.com/story/news/politics/2020/10/01/hope-hicks-tests-positive-covid-after-traveling-trump/5889312002/
[1] https://abcn.ws/3jqPmzH
[1] https://abcn.ws/34fBUIG
[1] https://abcn.ws/2GvZUiI
[1] https://abcn.ws/30s946U
[1] https://abcn.ws/3n9kkyV

Top Domains
Top Domains in Tweet in Entire Graph:
[303] twitter.com
[83] nytimes.com
[54] trib.al
[47] bit.ly
[35] cnn.com
[34] thehill.com
[26] bloomberg.com
[26] latimes.com
[24] com.mx
[23] washingtonpost.com

Top Domains in Tweet in G1:
[99] twitter.com
[14] foxnews.com
[9] usatoday.com
[7] nytimes.com
[7] com.mx
[5] cnn.com
[4] nbcnews.com
[4] trib.al
[3] tribunnews.com
[3] instagram.com

Top Domains in Tweet in G2:
[8] trib.al
[6] com.au
[4] businessinsider.com
[3] twitter.com
[3] indiatimes.com
[2] dailywire.com
[1] freebeacon.com
[1] astroawani.com
[1] sky.com
[1] mayoclinic.org

Top Domains in Tweet in G3:
[30] nytimes.com
[8] twitter.com
[3] tiktok.com
[2] bit.ly
[2] elpais.com
[2] vox.com
[2] huffpost.com
[1] thehill.com
[1] politicususa.com
[1] threadreaderapp.com

Top Domains in Tweet in G4:
[12] twitter.com
[3] thegatewaypundit.com
[2] nytimes.com
[2] politicususa.com
[1] kvoa.com
[1] bouldermedicalcenter.com
[1] msnbc.com

Top Domains in Tweet in G5:
[7] twitter.com
[4] cnn.com
[2] msnbc.com
[2] linkedin.com
[2] scientificamerican.com
[2] aapsonline.org
[1] trib.al
[1] cbslocal.com
[1] newyorker.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] politico.com
[1] nbcwashington.com

Top Domains in Tweet in G7:
[6] twitter.com
[1] apnews.com

Top Domains in Tweet in G8:
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G9:
[28] thehill.com
[2] cnbc.com
[1] nbcnews.com
[1] businessinsider.com
[1] cnn.com

Top Domains in Tweet in G10:
[16] trib.al
[9] cnn.it
[5] abcn.ws
[2] co.uk
[2] usatoday.com
[2] yahoo.com
[1] wsj.com
[1] nypost.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[174] covid19
[141] covid
[57] covid_19
[38] coronavirus
[35] sputnikvllegaavenezuela
[33] covid_19mx
[28] edoméx
[24] 44106
[24] últimahora
[23] trumphascovid



Top Hashtags in Tweet in G1:
[18] covid
[17] covid19
[10] trump
[10] covid_19
[7] prokesuntukkitasemua
[5] covid__19
[5] coronavirus
[5] donaldtrump
[5] trumphascovid
[4] smartnews

Top Hashtags in Tweet in G2:
[15] covid19
[6] 7news
[3] hopehicks
[2] covid
[2] karma
[2] trumphascovid
[2] ultimahora
[2] bebest
[2] covid_19
[2] debates2020

Top Hashtags in Tweet in G3:
[3] trumpvirus
[2] trumpisaloser
[2] covid
[2] dictatordon
[2] gopcorruptionovercountry
[1] trumpisanationalsecuritythreat
[1] trumprecession
[1] ca50
[1] bidenharris2020
[1] dogwhistle

Top Hashtags in Tweet in G4:
[2] godblesskellyanne
[1] apoxuponus
[1] 11thhour

Top Hashtags in Tweet in G5:
[1] superspreadertrump
[1] covid19

Top Hashtags in Tweet in G6:
[1] trump
[1] coronavirus
[1] calmdown

Top Hashtags in Tweet in G7:
[14] covid
[1] cnn
[1] donlemon

Top Hashtags in Tweet in G8:
[3] covid
[2] chucktheschmuck
[1] lastword
[1] trumphascovid
[1] covid19
[1] gopcovidoutbreak
[1] filltheseatnow

Top Hashtags in Tweet in G9:
[2] breaking

Top Hashtags in Tweet in G10:
[2] breaking
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[8434] covid
[3581] 19
[2644] trump
[1649] positive
[1151] tested
[1143] hope
[1036] hicks
[751] president
[628] people
[527] realdonaldtrump

Top Words in Tweet in G1:
[673] covid
[256] 19
[187] trump
[76] positive
[71] hope
[60] hicks
[43] quarantine
[42] test
[41] first
[41] president

Top Words in Tweet in G2:
[531] covid
[472] realdonaldtrump
[363] 19
[314] positive
[296] tested
[280] hope
[269] hicks
[249] hard
[248] without
[248] taking

Top Words in Tweet in G3:
[338] covid
[228] trump
[159] 19
[92] hope
[89] joebiden
[85] hicks
[82] campaign
[68] projectlincoln
[62] tested
[54] week

Top Words in Tweet in G4:
[324] covid
[182] 19
[143] positive
[126] kellyannepolls
[109] joyannreid
[71] tested
[64] president
[63] trump
[56] tonight
[55] begun

Top Words in Tweet in G5:
[195] covid
[93] trump
[65] 19
[55] gtconway3d
[38] going
[37] one
[35] gets
[34] year
[33] election
[32] very

Top Words in Tweet in G6:
[191] covid
[179] hope
[178] hicks
[174] amandacarpenter
[174] cnn
[174] reason
[173] kaitlan
[173] collins
[173] points
[173] anyone

Top Words in Tweet in G7:
[207] covid
[139] hope
[122] hicks
[99] trump
[89] house
[88] white
[64] meiselasb
[56] more
[55] reporters
[54] cover

Top Words in Tweet in G8:
[109] covid
[57] 19
[54] positive
[44] americans
[44] died
[40] 850
[40] yesterday
[40] none
[40] special
[40] antibody

Top Words in Tweet in G9:
[150] know
[115] covid
[111] 19
[99] positive
[79] tested
[78] senwarren
[76] senate
[76] members
[75] two
[75] judiciary

Top Words in Tweet in G10:
[111] covid
[78] trump
[66] cnn
[56] 19
[56] positive
[52] president
[41] hope
[36] first
[35] lady
[35] hicks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3519] covid,19
[1256] positive,covid
[995] hope,hicks
[980] tested,positive
[409] white,house
[380] hicks,covid
[270] president,trump
[257] kellyanne,conway
[254] donald,trump
[251] working,hard

Top Word Pairs in Tweet in G1:
[255] covid,19
[54] hope,hicks
[41] positive,covid
[35] tests,positive
[32] first,lady
[30] trump,covid
[29] hicks,tests
[25] trump,first
[21] president,trump
[19] tested,positive

Top Word Pairs in Tweet in G2:
[360] covid,19
[295] positive,covid
[291] tested,positive
[269] hope,hicks
[247] working,hard
[247] realdonaldtrump,hope
[246] hicks,working
[246] hard,without
[246] without,taking
[246] taking,small

Top Word Pairs in Tweet in G3:
[157] covid,19
[83] hope,hicks
[71] hicks,covid
[64] trump,campaign
[56] projectlincoln,trump
[53] campaign,week
[53] week,750
[53] 750,tax
[53] tax,payment
[53] payment,hope

Top Word Pairs in Tweet in G4:
[182] covid,19
[138] positive,covid
[71] tested,positive
[55] tonight,tested
[53] testing,positive
[53] 19,symptoms
[53] symptoms,mild
[53] mild,light
[53] light,cough
[53] cough,feeling

Top Word Pairs in Tweet in G5:
[65] covid,19
[34] trump,gets
[34] gets,covid
[32] 19,going
[32] going,one
[32] one,year
[32] year,anniversary
[32] anniversary,iranian
[32] iranian,hostage
[32] hostage,crisis

Top Word Pairs in Tweet in G6:
[178] hope,hicks
[176] hicks,covid
[173] kaitlan,collins
[173] collins,points
[173] points,cnn
[173] cnn,reason
[173] reason,anyone
[173] anyone,knows
[173] knows,hope
[173] covid,bc

Top Word Pairs in Tweet in G7:
[122] hope,hicks
[88] white,house
[76] hicks,covid
[53] house,tried
[53] tried,cover
[53] cover,hope
[53] covid,until
[53] until,reporters
[53] reporters,found
[53] found,exposed

Top Word Pairs in Tweet in G8:
[57] covid,19
[44] americans,died
[44] died,covid
[40] 850,americans
[40] 19,yesterday
[40] yesterday,none
[40] none,special
[40] special,antibody
[40] antibody,cocktail
[39] stephenking,850

Top Word Pairs in Tweet in G9:
[109] covid,19
[91] positive,covid
[78] tested,positive
[75] two,senate
[75] senate,judiciary
[75] judiciary,committee
[75] committee,members
[75] members,tested
[75] 19,today
[75] today,know

Top Word Pairs in Tweet in G10:
[56] covid,19
[47] positive,covid
[39] president,trump
[35] first,lady
[34] trump,first
[33] hope,hicks
[31] hicks,tests
[31] tests,positive
[29] lady,begin
[29] begin,quarantine

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gtconway3d
@kellyannepolls
@1trenggalek
@drericding
@charliekirk11
@acosta
@joyannreid
@cnn
@ddale8

Top Replied-To in G1:

Top Replied-To in G2:
@realdonaldtrump
@erictrump
@murray_nyc
@senatemajldr
@seanhannity
@secazar
@flotus
@seanmdav
@davidjharrisjr
@scenariolens

Top Replied-To in G3:
@joebiden
@sethabramson
@yamiche
@cherijacobus
@realtuckfrumper
@projectlincoln
@neal_katyal
@joncoopertweets
@realdonaldtrump
@adamparkhomenko

Top Replied-To in G4:
@kellyannepolls
@joyannreid
@ddale8
@gatewaypundit
@wendyallyn1024
@jackposobiec
@smc429
@ksandnfam
@dawn25827749
@clwtweet

Top Replied-To in G5:
@gtconway3d
@magnolia_sugar_
@msnbc
@jrubinblogger
@laurie_garrett
@sam_vinograd
@ashleyrparker
@sifill_ldf
@glennkirschner2
@mateagold

Top Replied-To in G6:
@peterbakernyt
@amandacarpenter
@wsteaks

Top Replied-To in G7:
@johnwdean
@juddlegum
@therealhoarse

Top Replied-To in G8:
@senschumer
@jameson11b2002
@ilhan
@evenbev
@noracla29317347
@bottomofdeorder
@heshmatalavi

Top Replied-To in G9:
@bastard_robo
@jay_usmc2
@thehill
@hearmer25191696

Top Replied-To in G10:
@cnn
@abc
@bailey2annie1
@cnnpolitics
@buffalo_jimmy
@tauntu42ndtime
@donlemon
@rarerhino
@cathibaldy1

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@amandacarpenter
@kellyannepolls
@joyannreid
@joebiden
@senwarren
@projectlincoln
@meiselasb
@cnn
@flotus

Top Mentioned in G1:
@pkaranglewas
@bankrot_59ru
@vaidya_11
@shirleycooper7
@network_easy
@unminced_words
@michaelorndoff
@lvpetitemort

Top Mentioned in G2:
@realdonaldtrump
@flotus
@potus
@larryelder
@jengranholm
@seanhannity
@discussingfilm
@pastordscott
@swatlashoover
@amykremer

Top Mentioned in G3:
@joebiden
@projectlincoln
@aslavitt
@yamiche
@steveschmidtses
@realdonaldtrump
@cherijacobus
@irizarr2
@sethabramson
@joncoopertweets

Top Mentioned in G4:
@kellyannepolls
@joyannreid
@rudygiuliani
@gop
@diamondandsilk
@drsimonegold
@ddale8
@drshayphd
@trumperwavin
@realdonaldtrump

Top Mentioned in G5:
@gtconway3d
@spettypi
@laurie_garrett
@msnbc
@kurteichenwald
@lawrence
@cdcgov
@barbmcquade
@philiprucker
@lisabloom

Top Mentioned in G6:
@amandacarpenter
@peterbakernyt
@gtconway3d
@ericboehlert
@joyannreid
@shomaristone
@cnn
@nbcwashington
@ronaldklain
@joebiden

Top Mentioned in G7:
@meiselasb
@zcohencnn
@johnwdean
@juddlegum
@jonlemire
@matthewjdowd
@dearauntcrabby
@b52malmet
@molly_knight
@therealhoarse

Top Mentioned in G8:
@stephenking
@senschumer
@ilhan
@nycsouthpaw
@evenbev
@bubbaprog
@pattyarquette
@thomaswright08
@mobill
@kenvogel

Top Mentioned in G9:
@senwarren
@thehill
@luckytran
@realjerseygirl2
@jay_usmc2
@pmatote
@jim1036
@mtnmd
@mrspriest85
@apos222

Top Mentioned in G10:
@cnn
@abc
@cnnpolitics
@arifleischer
@robbystarbuck
@afp
@wsj
@realdonaldtrump
@nbc
@cbs

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@missb62
@jornalistavitor
@oldlady12345
@detikcom
@kompascom
@uber_support
@conelmazodando
@globovision

Top Tweeters in G1:
@56perumal
@cyber_fm
@davemasters
@denniskoch10
@tribunnews
@network_easy
@thedextazlab
@arizonanewsnet
@m_hayase256
@jawapos

Top Tweeters in G2:
@businessinsider
@carlyinnj
@lesmy2017
@ochreblue
@eliz_hightower
@viralvideovlogs
@sinonomekitune
@trumpcultist45
@_iamanita_d
@watchyourrepssc

Top Tweeters in G3:
@threadreaderapp
@onahunttoday
@npsusa
@lglwry
@rhiannoncahill
@ballinandy24
@raluca_florea
@norm_berry
@zannerina
@squirrel_ma

Top Tweeters in G4:
@missb62
@oldlady12345
@rhiles2760
@vetapologist
@tshep42
@darlene_edw
@hypnocoach183
@sweeetbea
@arthur_affect
@radiofreetom

Top Tweeters in G5:
@570karen
@soaprookie
@garden4u_wa
@jailingtrump
@mimi_x4
@netbacker
@ljohn44
@paulmiller1313
@terileemcclain
@bassher

Top Tweeters in G6:
@lorettabower3
@openpodbaydoor_
@kris_sacrebleu
@nbcwashington
@quarryco
@kujakupoet
@anandnama
@buckygrrl
@shortwave8669
@everydaygene

Top Tweeters in G7:
@rebeccaalpert1
@betterw05759703
@lindakws1
@b52malmet
@kriscolvin
@finafyr
@4tybin
@marijodeleon
@hope4the_future
@mznikkinew

Top Tweeters in G8:
@journeyproducti
@domingos_motta
@trumpwatchnews
@rebels2008
@nycsouthpaw
@madvet2000
@frakermonica
@evenbev
@ronald_heine
@pbfa

Top Tweeters in G9:
@thehill
@khshan
@sallymoen2
@veterans_i
@js_edit
@joe_kidder2
@nfkfkmnaqx78spc
@bitchkitten5
@kevininchains
@jay_usmc2

Top Tweeters in G10:
@jornalistavitor
@independent
@mayirmamay14
@foggybottomgal
@slimchick1900
@humbertozamorar
@news5ph
@abc
@cnn
@wsj


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