list:19390498 filter:links since:2021-02-01 until:2021-02-08, Twitter, 2/8/2021 6:57:40 PM, 247334


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list:19390498 filter:links since:2021-02-01 until:2021-02-08 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2021-02-01 until:2021-02-08 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
February 08, 2021
Short Description:
list:19390498 filter:links since:2021-02-01 until:2021-02-08 via NodeXL https://bit.ly/3rAku3K
@itsgeorgekamau
@moritz_wichmann
@nytimes
@digiphile
@chronotope
@sarambsimon
@jeanfreddy
@washingtonpost
@adolflow
@timharford

Top hashtags:
#covid19
#ddj
#dataviz

Description:
Description
The graph represents a network of 8,812 Twitter users whose recent tweets contained "list:19390498 filter:links since:2021-02-01 until:2021-02-08", 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 Monday, 08 February 2021 at 13:17 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 01 February 2021 at 00:00 UTC to Sunday, 07 February 2021 at 23:58 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 : 8812
Unique Edges : 16573
Edges With Duplicates : 9657
Total Edges : 26230
Number of Edge Types : 5
MentionsInRetweet : 4313
Mentions : 5821
Retweet : 7445
Tweet : 7688
Replies to : 963
Self-Loops : 7763
Reciprocated Vertex Pair Ratio : 0.0227138060438475
Reciprocated Edge Ratio : 0.0444186944766319
Connected Components : 183
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 8146
Maximum Edges in a Connected Component : 24997
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.09685
Graph Density : 0.000200070755034109
Modularity : 0.525695
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,812 Twitter users whose recent tweets contained "list:19390498 filter:links since:2021-02-01 until:2021-02-08", 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 Monday, 08 February 2021 at 13:17 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 01 February 2021 at 00:00 UTC to Sunday, 07 February 2021 at 23:58 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 : list:19390498 filter:links since:2021-02-01 until:2021-02-08
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] https://source.opennews.org/articles/exit-interviews-sara-simon/
[73] https://twitter.com/sarambsimon/status/1356692175833206787
[47] https://twitter.com/COVID19Tracking/status/1356316711331381248
[43] https://www.nytimes.com/interactive/2021/upshot/2020-election-map.html
[37] https://nytimes.wd5.myworkdayjobs.com/en-US/News/job/New-York-NY/Graphics-Multimedia-Editor_REQ-008686
[36] https://nytimes.wd5.myworkdayjobs.com/en-US/News/job/New-York-NY/Graphics-Multimedia-Editor_REQ-008684
[35] https://nytimes.wd5.myworkdayjobs.com/en-US/News/job/New-York-NY/Assistant-Editor-Graphics_REQ-008984
[29] https://www.nytimes.com/interactive/2021/02/04/parenting/working-moms-coronavirus.html
[28] https://www.nytimes.com/interactive/2021/02/02/nyregion/cuomo-nyc-indoor-dining.html
[26] https://www.ajc.com/gdpr.html

Top URLs in Tweet in G1:
[67] https://source.opennews.org/articles/exit-interviews-sara-simon/
[58] https://twitter.com/sarambsimon/status/1356692175833206787
[30] https://www.nytimes.com/interactive/2021/upshot/2020-election-map.html
[27] https://twitter.com/COVID19Tracking/status/1356316711331381248
[27] https://nytimes.wd5.myworkdayjobs.com/en-US/News/job/New-York-NY/Graphics-Multimedia-Editor_REQ-008686
[26] https://nytimes.wd5.myworkdayjobs.com/en-US/News/job/New-York-NY/Assistant-Editor-Graphics_REQ-008984
[26] https://nytimes.wd5.myworkdayjobs.com/en-US/News/job/New-York-NY/Graphics-Multimedia-Editor_REQ-008684
[23] https://www.themarshallproject.org/2021/02/02/that-could-have-been-me-the-people-derek-chauvin-choked-before-george-floyd
[19] https://presswatchers.org/2021/01/what-the-next-generation-of-editors-need-to-tell-their-political-reporters/
[18] https://www.nytimes.com/interactive/2021/02/04/parenting/working-moms-coronavirus.html

Top URLs in Tweet in G2:
[11] https://sigmaawards.org
[10] https://www.sueddeutsche.de/wissen/coronavirus-mutante-b117-daten-1.5197700
[9] https://blog.datawrapper.de/data-visualization-in-society-book-club/
[8] https://interaktiv.morgenpost.de/corona-impfungen-deutschland-bundeslaender-weltweit/
[7] https://twitter.com/nzzvisuals/status/1357018814840524804
[7] https://www.tagesanzeiger.ch/der-schweizer-weg-im-internationalen-vergleich-301804771228
[7] https://twitter.com/darkgreener/status/1351879856817057792
[6] https://learn.r-journalism.com/en/
[6] https://www.nzz.ch/visuals/muetter-in-der-schweiz-verdienen-nach-dem-ersten-kind-weniger-als-vaeter-nicht-nur-weil-sie-weniger-arbeiten-ld.1592712
[6] https://us02web.zoom.us/webinar/register/WN_qbacXa0mQr6hijRpskGpiQ

Top URLs in Tweet in G3:
[25] https://github.com/datadista/datasets/tree/master/COVID%2019
[15] https://github.com/datadista/datasets/blob/master/COVID%2019/ccaa_vacunas.csv
[8] https://twitter.com/PODEMOS/status/1357261299202334720
[6] https://twitter.com/JMDLatina/status/1357591995057909761
[4] https://lamirador.com/funcion?nombre=i-m-a-survivor
[4] https://www.eldiario.es/madrid/justicia-rechaza-ultimo-recurso-ayuso-anula-venta-3-000-pisos-fondo-buitre_1_7190222.html
[4] https://mpvd.es/articulo/debate-estado-del-periodismo-y-la-visualizacion-de-datos/
[4] https://usergroups.tableau.com/speakingthroughdataalooktodata1
[3] https://investigacionapi.com/portada/2021/02/02/el-periodista-ecuatoguineano-delfin-mocache-amenazado-tras-destapar-un-desvio-millonario-de-la-familia-de-obiang/
[3] https://twitter.com/datadista/status/1356660533345341448

Top URLs in Tweet in G4:
[6] https://twitter.com/COVID19Tracking/status/1356316711331381248
[6] https://www.politico.com/news/magazine/2021/01/11/capitol-riot-self-coup-trump-fiona-hill-457549
[5] https://www.latimes.com/entertainment-arts/business/story/2021-02-05/fox-news-cancels-lou-dobbs-tonight
[5] https://www.nytimes.com/2021/02/01/briefing/vaccination-myanmar-coup-rochester-police.html
[5] https://www.washingtonpost.com/politics/2021/02/02/trumps-impeachment-attorneys-offer-laughable-rationalization-his-false-fraud-claims/
[4] https://www.washingtonpost.com/us-policy/2021/02/04/romney-child-benefit-stimulus/
[4] https://twitter.com/ZoeTillman/status/1356350719331340291
[4] https://twitter.com/jeopardy/status/1356754523398709248
[4] https://twitter.com/joshchafetz/status/1357657545670881284
[4] https://twitter.com/fly2ohare/status/1358105776607424512

Top URLs in Tweet in G5:
[10] https://timharford.com/books/datadetective/
[9] https://twitter.com/TimHarford/status/1356238317898113026
[6] https://www.ons.gov.uk/economy/governmentpublicsectorandtaxes/publicsectorfinance/articles/whatisthecoronaviruscovid19doingtothepublicpurse/2021-02-02
[6] https://www.rjionline.org/stories/journalists-are-creators-now-and-thats-a-good-thing
[4] https://www.axios.com/exclusive-the-end-of-the-maher-era-at-wikipedia-c1ed1408-bab7-4308-9407-db093e24c80d.html
[4] https://www.ox.ac.uk/news/2021-02-02-oxford-coronavirus-vaccine-shows-sustained-protection-76-during-3-month-interval
[4] https://www.penguinrandomhouse.com/books/610963/the-data-detective-by-tim-harford/9780593084595?ref=PRHFEF0B38496&aid=34497&linkid=PRHFEF0B38496&utm_source=Riverhead&utm_medium=Social_Media&utm_content=&utm_term=&utm_campaign=The_Data_Detective_TR_Riverhead_SocialPosts
[4] https://twitter.com/TimHarford/status/1356660773041418242
[4] https://us02web.zoom.us/webinar/register/WN_lw66ZpY5SSS2GebDrCLzLg
[4] https://montclair.wd1.myworkdayjobs.com/en-US/JobOpportunities/job/Montclair-NJ/Assistant-Director-for-Programming-and-Membership--Center-for-Cooperative-Media_R1001541

Top URLs in Tweet in G6:
[7] https://themarkup.org/citizen-browser/2021/01/19/facebook-said-it-would-stop-pushing-users-to-join-partisan-political-groups-it-didnt
[7] https://twitter.com/JeffHorwitz/status/1356029577081065475
[5] https://www.newyorker.com/culture/annals-of-gastronomy/the-indoor-dining-debate-isnt-a-debate-at-all
[5] https://www.technologyreview.com/2021/01/30/1017086/cdc-44-million-vaccine-data-vams-problems/
[5] https://www.vice.com/en/article/y3gk3w/amazon-is-forcing-its-warehouse-workers-into-brutal-megacycle-shifts
[5] https://themarkup.org/news/2021/02/02/for-sale-greeting-cards-and-gun-parts
[4] https://www.inquirer.com/
[4] https://www.heyalma.com/dungeons-dragons-has-an-antisemitism-problem/
[4] https://tedium.co/2021/02/05/vivaldi-browser-history-profile/
[4] https://twitter.com/themarkup/status/1357391218590707712

Top URLs in Tweet in G7:
[12] https://eu.usatoday.com/in-depth/news/2021/02/01/civil-war-during-trumps-pre-riot-speech-parler-talk-grew-darker/4297165001/
[11] https://www.latimes.com/projects/connecting-california-covid-cases-la-surge/
[10] https://twitter.com/datagraphics/status/1356682988424060931
[7] https://www.politico.com/interactives/2021/joe-biden-cabinet-members-confirmations-list/
[7] http://metpronews.com/
[6] https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/
[5] https://www.latimes.com/california/story/2021-02-04/regain-sense-of-smell-after-covid19-some-try-anything
[5] https://www.latimes.com/california/story/2021-02-06/super-bowl-risks
[4] https://twitter.com/sarambsimon/status/1356692175833206787
[4] https://www.latimes.com/entertainment-arts/business/story/2021-02-05/fox-news-cancels-lou-dobbs-tonight

Top URLs in Tweet in G8:
[12] https://www.icij.org/investigations/fincen-files/icij-nominated-for-nobel-peace-prize-for-combating-dark-money-flows/
[6] https://www.icij.org/investigations/fincen-files/icij-nominated-for-nobel-peace-prize-for-combating-dark-money-flows/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[6] https://www.newsobserver.com/news/politics-government/article248707635.html
[4] https://www.technologyreview.com/2021/01/30/1017086/cdc-44-million-vaccine-data-vams-problems/
[4] https://source.opennews.org/articles/exit-interviews-sara-simon/
[4] https://firstdraftnews.org/vaccineinsights/
[4] https://www.politico.com/interactives/2021/joe-biden-cabinet-members-confirmations-list/
[4] https://www.motherjones.com/politics/2021/02/dominion-voting-mike-lindell-mypillow-oan-trump/
[3] https://twitter.com/michaelwhudson/status/1356391365542838272
[3] https://trib.al/CHjZ2yD

Top URLs in Tweet in G9:
[23] https://www.ajc.com/gdpr.html
[23] https://twitter.com/DanielLevitt32/status/1356237319536259073
[8] https://www.ajc.com/gdpr.html?utm_campaign=snd-autopilot
[5] https://us02web.zoom.us/webinar/register/WN_Ox-2bET7TFe8jPNRo9051g
[5] https://insidethenewsroom.substack.com/p/-inside-the-middle-east-feb-3
[4] https://twitter.com/daniellevitt32/status/1356237319536259073
[3] https://eu.usatoday.com/in-depth/news/investigations/2021/02/04/texas-death-row-inmate-could-get-new-trial/4255647001/
[3] https://www.ire.org/training/conferences/nicar-2021/nicar21-registration/
[3] https://docs.google.com/forms/d/e/1FAIpQLSf5C578Sa_QF7-AAwEBz242ctHrAz10_z2KJsjZO_O3Spaj-A/viewform?usp=sf_link
[3] https://twitter.com/DanielLevitt32/status/1355098002285879297

Top URLs in Tweet in G10:
[9] https://twitter.com/JMilesColeman/status/1357334860873027585
[8] https://centerforpolitics.org/crystalball/articles/2020s-crossover-districts/
[8] https://www.dcthomson.co.uk/vacancies/data-content-specialist/
[5] https://www.thecourier.co.uk/fp/news/politics/scottish-politics/1877716/covid-vaccine-tracker/
[5] https://fivethirtyeight.com/features/what-do-americans-think-of-marjorie-taylor-greene-liz-cheney-josh-hawley/
[5] https://www.electiondataservices.com/2020-election-results-poster/
[3] https://twitter.com/santiagomayer_/status/1357785169365594112
[3] https://www.thecourier.co.uk/fp/news/politics/scottish-politics/1200709/coronavirus-in-scotland-track-the-spread-in-these-charts-and-maps/
[2] https://twitter.com/MZanona/status/1356769813763391488
[2] https://twitter.com/MZanona/status/1357096164840120322

Top Domains
Top Domains in Tweet in Entire Graph:
[5040] twitter.com
[814] nytimes.com
[351] washingtonpost.com
[268] trib.al
[229] co.uk
[188] youtube.com
[165] latimes.com
[148] myworkdayjobs.com
[134] wsj.com
[128] theguardian.com

Top Domains in Tweet in G1:
[1092] twitter.com
[479] nytimes.com
[182] washingtonpost.com
[128] trib.al
[98] myworkdayjobs.com
[76] opennews.org
[69] bloomberg.com
[63] buzzfeednews.com
[56] themarshallproject.org
[49] propublica.org

Top Domains in Tweet in G2:
[355] twitter.com
[60] verigazeteciligi.com
[45] elpais.com
[41] sueddeutsche.de
[32] nzz.ch
[30] co.uk
[29] youtube.com
[26] trib.al
[23] wordpress.com
[20] economist.com

Top Domains in Tweet in G3:
[178] twitter.com
[40] github.com
[20] efectococuyo.com
[13] elpais.com
[12] blogspot.com
[12] libros.com
[10] eldiario.es
[8] google.com
[8] ow.ly
[6] mongabay.com

Top Domains in Tweet in G4:
[533] twitter.com
[79] washingtonpost.com
[51] nytimes.com
[13] politico.com
[9] medium.com
[9] latimes.com
[8] e-pluribusunum.org
[7] cnn.com
[7] time.com
[7] defector.com

Top Domains in Tweet in G5:
[230] twitter.com
[35] wsj.com
[34] co.uk
[32] timharford.com
[27] gov.uk
[17] newstatesman.com
[16] trib.al
[16] observablehq.com
[14] nytimes.com
[12] youtube.com

Top Domains in Tweet in G6:
[281] twitter.com
[30] nytimes.com
[23] propublica.org
[18] substack.com
[15] washingtonpost.com
[14] themarkup.org
[11] medium.com
[10] npr.org
[10] bloomberg.com
[10] theonion.com

Top Domains in Tweet in G7:
[155] twitter.com
[90] latimes.com
[30] usatoday.com
[25] politico.com
[23] nytimes.com
[22] indystar.com
[11] npr.org
[10] coloradosun.com
[8] mercurynews.com
[7] metpronews.com

Top Domains in Tweet in G8:
[152] twitter.com
[46] reuters.com
[37] trib.al
[33] newsobserver.com
[25] icij.org
[19] co.uk
[17] politico.com
[12] nytimes.com
[12] wsj.com
[7] washingtonpost.com

Top Domains in Tweet in G9:
[112] twitter.com
[56] ajc.com
[16] nytimes.com
[16] substack.com
[10] washingtonpost.com
[8] trib.al
[6] theguardian.com
[6] buzzfeednews.com
[6] ire.org
[6] google.com

Top Domains in Tweet in G10:
[158] twitter.com
[23] co.uk
[13] youtube.com
[12] fivethirtyeight.com
[11] aljazeera.com
[9] centerforpolitics.org
[6] trib.al
[5] electiondataservices.com
[4] nytimes.com
[4] dailykos.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[226] covid19
[182] ddj
[150] dataviz
[49] datajournalism
[44] rstats
[44] opendata
[44] afp
[43] blackhistorymonth
[36] açıkveri
[35] journalism



Top Hashtags in Tweet in G1:
[32] covid19
[21] blackhistorymonth
[17] dataviz
[11] rstats
[10] capitol
[8] snowday
[8] ancud
[8] shipstrikes
[8] whales
[7] pandastory

Top Hashtags in Tweet in G2:
[128] ddj
[103] dataviz
[36] açıkveri
[27] datajournalism
[22] outlier2021
[22] opendata
[21] b117
[21] verigazeteciliği
[18] covid19
[16] voyd

Top Hashtags in Tweet in G3:
[40] afp
[31] covid19
[26] afpgraphics
[6] 0.5
[6] AM
[6] 2/2/2021 12:00:00 AM
[6] 2/4/2021 12:00:00 AM
[6] carabobo
[6] venezuela
[6] datapluswomen

Top Hashtags in Tweet in G4:
[8] covid19
[7] rstats
[4] rstudioglobal
[3] opengov
[3] covid
[3] puppybowl
[3] coding
[2] forthepeople
[2] publiccharge
[2] pandemic

Top Hashtags in Tweet in G5:
[15] covid19
[4] qeprize2021
[4] oxfordvaccine
[4] gamestop
[3] holdtheline
[3] podcast
[3] whatshappeninginmyanmar
[3] blackhistorymonth
[2] scotparl21
[2] onthisday

Top Hashtags in Tweet in G6:
[6] codedbias
[4] afrofuturism
[4] morelatinosinnews
[4] mediadiversity
[4] dianainitiative2021
[4] birds
[4] twitternaturecommunity
[3] fecfilingday
[3] gasen
[2] dcnlive

Top Hashtags in Tweet in G7:
[7] copolitics
[4] covid19
[3] nicar21
[2] frontpage
[2] latest
[2] bitcoin
[2] frontpagestoday
[2] usa
[2] usatoday
[2] chi2021

Top Hashtags in Tweet in G8:
[19] ncpol
[8] ncga
[8] panamapapers
[6] fincenfiles
[6] ddj
[5] nobelpeaceprize
[5] data
[3] journalism
[3] handson
[3] whatshappeninginmyanmar

Top Hashtags in Tweet in G9:
[17] nicar21
[16] otd
[15] gapol
[8] archivesblackeducation
[5] journojobs
[4] nytimes
[4] ww1
[4] civilwar
[4] history
[4] ad

Top Hashtags in Tweet in G10:
[28] electiontwitter
[8] flapol
[5] ny22
[4] ohsen
[4] blackhistorymonth
[4] centrafrique
[4] ddj
[3] centralafricanrepublic
[2] nj7
[2] districtoftheday

Top Words
Top Words in Tweet in Entire Graph:
[1385] more
[1150] data
[1097] people
[1034] one
[1002] covid
[715] work
[666] 19
[652] year
[637] time
[631] today

Top Words in Tweet in G1:
[392] people
[390] more
[341] data
[286] one
[236] work
[214] covid
[201] black
[201] vaccine
[199] time
[196] story

Top Words in Tweet in G2:
[315] die
[182] data
[131] #ddj
[106] #dataviz
[98] ve
[83] more
[58] covid
[58] veri
[56] one
[53] work

Top Words in Tweet in G3:
[155] 19
[149] covid
[127] españa
[100] personas
[99] fallecidos
[81] madrid
[69] pandemia
[65] datos
[65] serie
[63] días

Top Words in Tweet in G4:
[91] trump
[86] one
[73] people
[57] more
[44] right
[44] democracy
[43] work
[41] covid
[41] still
[39] over

Top Words in Tweet in G5:
[107] data
[73] more
[69] people
[57] one
[48] covid
[47] book
[43] time
[41] world
[38] deaths
[37] last

Top Words in Tweet in G6:
[77] people
[69] more
[63] one
[44] time
[44] good
[41] work
[40] today
[39] year
[39] tech
[38] data

Top Words in Tweet in G7:
[81] more
[73] data
[69] covid
[49] story
[48] work
[47] one
[45] people
[43] 19
[38] vaccine
[37] trump

Top Words in Tweet in G8:
[45] covid
[41] more
[34] state
[33] news
[33] year
[33] one
[31] vaccine
[31] people
[29] data
[28] story

Top Words in Tweet in G9:
[41] more
[35] one
[31] people
[29] first
[29] georgia
[26] story
[25] feb
[22] data
[20] years
[18] time

Top Words in Tweet in G10:
[57] more
[57] 2020
[55] state
[46] map
[46] vote
[44] trump
[43] election
[39] won
[35] first
[35] district

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[555] covid,19
[124] last,year
[87] years,ago
[87] year,old
[74] graphics,editor
[73] super,bowl
[73] last,week
[70] data,journalism
[68] read,more
[66] editor,graphics

Top Word Pairs in Tweet in G1:
[102] covid,19
[53] graphics,editor
[48] editor,graphics
[33] last,year
[32] super,bowl
[32] read,more
[31] year,old
[31] last,fall
[30] climate,change
[29] lot,process

Top Word Pairs in Tweet in G2:
[36] #ddj,#dataviz
[23] data,visualization
[22] covid,19
[14] veri,görselleştirme
[12] boğaziçi,üniversitesi
[12] açık,veri
[12] #açıkveri,#opendata
[11] 11,59pm
[11] gather,best
[11] best,#datajournalism

Top Word Pairs in Tweet in G3:
[137] covid,19
[52] serie,histórica
[45] 19,españa
[33] fallecidos,covid
[30] añadidos,días
[30] días,anteriores
[30] anteriores,serie
[30] 19,respecto
[30] respecto,total
[30] mayor,porcentaje

Top Word Pairs in Tweet in G4:
[22] big,lie
[15] covid,19
[11] political,violence
[10] year,old
[10] impeachment,trial
[9] social,media
[9] far,right
[9] marjorie,taylor
[8] taylor,greene
[8] january,6th

Top Word Pairs in Tweet in G5:
[29] data,detective
[12] covid,19
[10] random,forest
[8] ai,random
[8] publication,day
[7] military,coup
[7] vaccinate,world
[7] make,world
[7] world,add
[6] next,week

Top Word Pairs in Tweet in G6:
[8] facial,recognition
[8] big,tech
[8] tech,news
[8] capitol,riots
[7] last,year
[7] covid,19
[7] black,people
[6] year,old
[6] many,people
[6] years,ago

Top Word Pairs in Tweet in G7:
[42] covid,19
[14] data,graphics
[13] million,cases
[12] civil,war
[10] 19,vaccine
[9] health,care
[9] graphics,team
[9] super,bowl
[8] social,media
[8] year,old

Top Word Pairs in Tweet in G8:
[21] covid,19
[11] aung,san
[11] san,suu
[11] suu,kyi
[11] 19,vaccine
[10] joe,biden
[9] nobel,peace
[9] peace,prize
[8] last,year
[8] full,time

Top Word Pairs in Tweet in G9:
[7] journalism,jobs
[6] united,states
[6] keynote,speaker
[5] years,ago
[5] covid,19
[5] donald,trump
[5] super,bowl
[5] lying,lying
[5] public,records
[5] social,media

Top Word Pairs in Tweet in G10:
[12] last,year
[12] 2020,election
[10] vote,margin
[9] presidential,election
[8] crossover,districts
[8] years,ago
[8] raw,vote
[8] 15,minimum
[8] minimum,wage
[7] map,2020

Top Replied-To
Top Replied-To in Entire Graph:
@benlkeith
@jmilescoleman
@user_igor
@mbittencourtmd
@healthyoklahoma
@arenahousing
@gonsalves_r
@kilometerbryman
@aaja
@moorehn

Top Replied-To in G1:
@aaja
@carla_astudi
@bellwak
@tsrandall
@gloriaalamrew
@benyt
@lovelyriddle
@wagatwe
@mackayim
@chrisarnoldinc

Top Replied-To in G2:
@storywithdata
@infowetrust
@halukamb
@danielhowdon
@zfurnas
@doctorfick_
@mjkolly
@kikollan
@olivier_klein
@antoinekaburahe

Top Replied-To in G3:
@espinar_mar
@women_data
@fsingerf
@latinapaterson
@hoyxhoymadrid
@montserratboix
@txabil
@lacabaluche
@ava_aluche
@hibai_

Top Replied-To in G4:
@thehillishome
@kevinq
@carolinesinders
@ditzkoff
@profannieoakley
@davidhogg111
@daveweigel
@carlmalamud
@truenorth41647
@marcorubio

Top Replied-To in G5:
@dgfx_studio
@kiehart
@seflless
@kncukier
@pandamoanimum
@javaun
@p_surridge
@adamfortuna
@hydrosquall
@kidehen

Top Replied-To in G6:
@jarroddicker
@pbannist
@terrencemcd
@thomsenjorgen
@moorehn
@shortformernie
@karenyhan
@levinecarrie
@wcochran
@kimbhasin

Top Replied-To in G7:
@mattwynn
@vicvela1
@darenw
@scottjohnson
@mkramer
@betsyladyzhets
@octopushat
@johnwoodrowcox
@rdmurphy
@alexismadrigal

Top Replied-To in G8:
@presssec
@hannahmckay88
@bekouz
@icijorg
@mcneill_tweets
@pauldelamater
@stevelackmeyer
@tlangford
@megsnewz
@razibkhan

Top Replied-To in G9:
@gonsalves_r
@mtgreenee
@sheriffalert
@narkworkwabla
@nabjpv
@jmilescoleman
@rasagy
@ajvicens
@seanross_sf
@mkramer

Top Replied-To in G10:
@jmilescoleman
@kilometerbryman
@sencortezmasto
@adincgor
@kadencoll
@maxtmcc
@thorongil16
@baseballot
@digiphile
@jacobrubashkin

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@sarambsimon
@ap
@latimes
@opennews
@nytgraphics
@washingtonpost
@sz
@propublica
@timharford

Top Mentioned in G1:
@sarambsimon
@nytimes
@opennews
@ap
@nytgraphics
@propublica
@marshallproj
@washingtonpost
@covid19tracking
@nygovcuomo

Top Mentioned in G2:
@sz
@outlierconf
@christinaberndt
@albertocairo
@s_muellerhansen
@c_endt
@rki_de
@dan_clark5
@nzz
@nzzvisuals

Top Mentioned in G3:
@rsf_es
@libroscom
@reydibujante
@taverinez
@chocotuits
@jguaido
@hasselfallas
@armandoinfo
@p_investigacion
@sputnikvaccine

Top Mentioned in G4:
@potus
@potus45
@aoc
@uscapitol
@gopleader
@eleanornorton
@nancymace
@sharon000
@gop
@nytimes

Top Mentioned in G5:
@timharford
@wsj
@ceostroff
@ons
@joinclubhouse
@techmonitorai
@uniofoxford
@bbcradio4
@planetmoney
@yvonneleow

Top Mentioned in G6:
@themarkup
@tenuous
@etsy
@numlockam
@walthickey
@thisisinsider
@revue
@alfredwkng
@newyorker
@thenation

Top Mentioned in G7:
@latimes
@usatoday
@seangreene89
@aleszubajak
@indystar
@khnews
@npr
@andyroberson22
@jguynn
@mitchthorson

Top Mentioned in G8:
@icijorg
@reuters
@rylegerard
@_lucysherman
@newsobserver
@ga4tj
@sarambsimon
@dailytarheel
@jenniferlevitz
@vbauerlein

Top Mentioned in G9:
@ajc
@space_dacait
@dburka
@hvpandya
@snehasanks
@techreview
@abc
@forbes
@daniellevitt32
@ire_nicar

Top Mentioned in G10:
@jmilescoleman
@ajenglish
@insideelections
@nbcsnl
@potus
@maxtmcc
@jessicalbenham
@cnalysis
@ksituan
@timryan

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@diariotalcual
@el_universal_mx
@elespectador
@thehill
@rapplerdotcom
@asher_wolf
@dailymirror
@businessinsider
@guardian

Top Tweeters in G1:
@business
@thecosby
@slate
@publico
@_deardiaryyy
@bostonglobe
@angryblacklady
@valaafshar
@yoda
@nytimes

Top Tweeters in G2:
@el_universal_mx
@el_pais
@db_bahn
@channelnewsasia
@pennyb
@bbcworld
@lalibrebe
@buzzfeed
@theeconomist
@katebevan

Top Tweeters in G3:
@diariotalcual
@elespectador
@elperiodico
@efectococuyo
@afpfr
@europapress
@mundodeportivo
@bbcmundo
@prodavinci
@el_carabobeno

Top Tweeters in G4:
@new_narrative
@walmart
@time
@1password
@thedailybeast
@nycsouthpaw
@burritojustice
@noahpinion
@elektrotal
@deray

Top Tweeters in G5:
@rapplerdotcom
@asher_wolf
@skynews
@wsj
@doctorow
@dwnews
@pikachulita
@michaelrosenyes
@afp
@mariaressa

Top Tweeters in G6:
@businessinsider
@foxnews
@tressiemcphd
@jkohlmann
@mollyjongfast
@thenextweb
@buzzfeednews
@bookoisseur
@aral
@azi

Top Tweeters in G7:
@kurtschlichter
@mercnews
@politico
@usatoday
@latimes
@seanrosssapp
@indystar
@npr
@drjengunter
@profjontaylor

Top Tweeters in G8:
@thehill
@reuters
@newshour
@zekejmiller
@swin24
@stevelackmeyer
@newsobserver
@wral
@legrugru
@craignewmark

Top Tweeters in G9:
@abc
@tmz
@variety
@ajc
@cocacola
@forbes
@kcstar
@houstonchron
@wish_tv
@tennessean

Top Tweeters in G10:
@mahobili
@varadmehta
@ajenglish
@womened
@antifatwa
@erikschouweile2
@actoraaronbooth
@senhorraposa
@elcorreo_com
@ralstonreports


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