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list:19390498 filter:links since:2022-05-09 until:2022-05-16 Twitter NodeXL SNA Map and Report for M (experimental version)
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From:
SMRFoundation
Uploaded on:
May 16, 2022
Short Description:
list:19390498 filter:links since:2022-05-09 until:2022-05-16 via NodeXL https://bit.ly/3LcPPmk
@itsgeorgekamau
@nytimes
@pulitzerprizes
@digiphile
@washingtonpost
@mariaramirezny
@gavinsblog
@chronotope
@arubiocampana
@msoares

Top hashtags:
#eurovision
#ddj
#ukraine

Description:
Description
The graph represents a network of 7,930 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-05-09 until:2022-05-16", 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, 16 May 2022 at 14:18 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 09 May 2022 at 00:08 UTC to Sunday, 15 May 2022 at 23:59 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 : 7930
Unique Edges : 14394
Edges With Duplicates : 9001
Total Edges : 23395
Number of Edge Types : 5
Retweet : 6484
Tweet : 6391
MentionsInRetweet : 4218
Mentions : 5579
Replies to : 723
Self-Loops : 6477
Reciprocated Vertex Pair Ratio : 0.0260169937589292
Reciprocated Edge Ratio : 0.0507145474532796
Connected Components : 216
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 7240
Maximum Edges in a Connected Component : 22189
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.150749
Graph Density : 0.000217011093250836
Modularity : 0.537451
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,930 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-05-09 until:2022-05-16", 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, 16 May 2022 at 14:18 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 09 May 2022 at 00:08 UTC to Sunday, 15 May 2022 at 23:59 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:2022-05-09 until:2022-05-16
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[81] https://docs.google.com/document/d/1MgJNiUZlLSARhpHVZV2wavU32dIuPrVooP-40pC5Jdc/edit
[69] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[31] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html?smid=tw-nytimes&smtyp=cur
[23] https://www.nytimes.com/interactive/2022/05/08/business/economy/inflation-calculator.html
[22] https://www.ajc.com/gdpr.html
[22] https://twitter.com/PulitzerPrizes/status/1523741724455366656
[20] https://nytimes.wd5.myworkdayjobs.com/NYT/job/New-York-NY/Graphics-Multimedia-Editor--Cartography_REQ-012364-1
[18] https://twitter.com/washingtonpost/status/1523745486725054464
[18] https://www.theatlantic.com/magazine/archive/2022/06/evangelical-church-pastors-political-radicalization/629631/
[17] https://projects.propublica.org/graphics/ida-propublica-data-institute

Top URLs in Tweet in G1:
[76] https://docs.google.com/document/d/1MgJNiUZlLSARhpHVZV2wavU32dIuPrVooP-40pC5Jdc/edit
[44] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[21] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html?smid=tw-nytimes&smtyp=cur
[20] https://www.nytimes.com/interactive/2022/05/08/business/economy/inflation-calculator.html
[20] https://twitter.com/PulitzerPrizes/status/1523741724455366656
[14] https://www.latimes.com/projects/los-angeles-mayoral-election-maps-campaign-funding-primary-2022/
[13] https://twitter.com/washingtonpost/status/1523745486725054464
[12] https://twitter.com/PulitzerPrizes/status/1523740653141696512
[12] https://projects.propublica.org/graphics/ida-propublica-data-institute
[11] https://newsguild.org/newsguild-abortion-access-is-a-health-care-right/

Top URLs in Tweet in G2:
[16] https://interaktiv.waz.de/landtagswahl-nrw-2022-ergebnisse-wahlkarte/
[16] https://charts.theoutlier.co.za/
[14] http://ow.ly/c19R50HgpSk
[14] http://ow.ly/k5PU50HgpSj
[13] https://www.sueddeutsche.de/projekte/artikel/politik/ukraine-analyse-von-selenskijs-reden-e782698/?reduced=true
[12] https://newsletter.theoutlier.co.za/
[9] https://twitter.com/alexhomer/status/1523681674856304641
[9] https://www.ft.com/content/f2d72f42-af5f-4922-8fcb-f50a32f37afc
[8] https://gijn.org/2022/05/13/data-journalism-top-10-outlawing-abortion-russian-disinformation-india-heatwave/
[8] https://www.nytimes.com/2022/05/11/opinion/vaccines-antivaxxers-pregnancy.html

Top URLs in Tweet in G3:
[18] https://www.theatlantic.com/magazine/archive/2022/06/evangelical-church-pastors-political-radicalization/629631/
[14] https://19thnews.org/2022/05/lgbtq-suicide-survival-ideation-hope/
[14] https://www.theatlantic.com/ideas/archive/2022/05/buffalo-shooting-great-replacement-ideology/629870/
[12] https://www.theatlantic.com/ideas/archive/2022/05/fbi-crime-data-nibrs-2021/629797/
[12] https://www.theatlantic.com/politics/archive/2022/05/abortion-rights-protest-justice-kavanaugh-supreme-court/629834/
[11] https://www.grid.news/story/science/2022/05/09/the-us-has-had-the-most-covid-cases-in-the-world-why-isnt-it-doing-more-to-study-long-covid/
[11] https://www.theatlantic.com/health/archive/2022/05/long-covid-treatment-pfizer-paxlovid/629810/
[10] https://www.theatlantic.com/health/archive/2022/05/omicron-us-covid-surge-meaning/629765/
[10] https://www.theatlantic.com/magazine/archive/2021/09/twenty-years-gone-911-bobby-mcilvaine/619490/
[10] https://www.nbcnews.com/tech/internet/amber-heard-trial-depp-youtube-content-platform-algorithm-tiktok-rcna28016

Top URLs in Tweet in G4:
[10] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[10] https://twitter.com/corintxt/status/1524038171524485120
[6] https://ph.rappler.com:443/
[5] https://voxmediaevents.com/writersworkshop
[5] https://twitter.com/washingtonpost/status/1525087250731544579
[5] https://twitter.com/elonmusk/status/1525049369552048129
[4] https://www.washingtonpost.com/politics/2022/05/13/technology-202-future-social-media-could-be-decided-by-supreme-court/
[4] https://open.usa.gov/national-action-plan/co-creation/
[4] https://www.washingtonpost.com/us-policy/2022/05/15/unemployment-pandemic-fraud-identity-theft/
[4] https://twitter.com/reptroynehls/status/1524751901203570691

Top URLs in Tweet in G5:
[6] https://wordle.louan.me
[5] https://twitter.com/b_fung/status/1524093307567149058
[5] https://twitter.com/joshgerstein/status/1524353756179140609
[5] https://twitter.com/thehill/status/1523812812434329602
[5] https://twitter.com/washingtonpost/status/1523469818510254080
[5] https://twitter.com/PostOpinions/status/1524031970946256897
[5] https://themarkup.org/citizen-browser/2022/05/12/facebook-promised-to-remove-sensitive-ads-heres-what-it-left-behind
[4] https://www.statnews.com/2022/05/10/the-five-pandemics-driving-1-million-u-s-covid-deaths/
[4] https://twitter.com/abc27News/status/1524044852991770625
[4] https://twitter.com/pdoocy/status/1525185140485406722

Top URLs in Tweet in G6:
[10] https://www.estacionpodcast.com/
[7] https://mutick.com/o/estacion-podcast
[7] https://www.youtube.com/watch?v=QkqyCkE6aQU&feature=youtu.be

[4] https://investigacionapi.com/portada/2022/05/10/los-premios-api-se-celebraran-este-ano-en-barcelona/
[4] https://twitter.com/ArodSpainMedia/status/1523958872465195008
[4] https://mutick.com/o/estacion-pod
[4] https://www.lavanguardia.com/local/barcelona/20220512/8260383/nuevo-formato-periodismo-diario-vivo-barcelona.html
[4] https://www.estacionpodcast.com/en-directo/
[4] https://twitter.com/proyecto_43_2/status/1525761731968045058
[3] https://www.estacionpodcast.com/participantes/gal-el-triangulo/

Top URLs in Tweet in G7:
[11] https://www.occrp.org/en/investigations/fueling-secession-promising-bitcoins-how-a-russian-operator-urged-catalonian-leaders-to-break-with-madrid
[6] https://variety.com/2022/film/global/hot-docs-the-killing-of-a-journalist-jan-kuciak-1235261854/
[4] https://twitter.com/brianfeeney007/status/1523727145230827523
[4] https://gijn.org/2022/05/12/investigative-tips-cryptocurrency-money-trail/
[4] https://www.wsj.com/articles/paraguayan-organized-crime-prosecutor-shot-dead-on-beach-during-honeymoon-11652225668
[4] https://boavizta.org/en/blog/boavizta-api-automated-evaluation-of-ict-impacts-on-the-environment/
[3] https://twitter.com/AJEnglish/status/1525072444385636352
[3] https://twitter.com/PulitzerPrizes/status/1523741979460263936
[3] https://twitter.com/i/spaces/1OyKADyaNMrxb?s=20
[3] https://twitter.com/ChrisDYork/status/1524821976325431299

Top URLs in Tweet in G8:
[8] https://khn.org/news/article/paxlovid-covid-pill-antiviral-access-data/
[8] https://www.wsj.com/articles/crash-of-terrausd-shakes-crypto-there-was-a-run-on-the-bank-11652371839
[6] https://www.mediapart.fr/journal/france/090522/notre-emission-speciale-ppda-20-femmes-prennent-la-parole
[4] https://story.heute.at/christian-nusser-kopfnuesse-zwischen-tuer-und-mangel/index.html
[4] https://www.lemonde.fr/podcasts/article/2022/05/10/climat-par-quoi-doit-commencer-macron_6125452_5463015.html
[4] https://observablehq.com/@jgaffuri/cartographie-de-lelection-presidentielle-2022-au-niveau-c
[4] https://twitter.com/GeWoessner/status/1524410339449786371
[3] https://www.lemonde.fr/les-decodeurs/article/2022/05/11/invasion-de-l-ukraine-en-cartes-l-evolution-des-combats-semaine-apres-semaine_6125591_4355770.html
[3] https://www.lemonde.fr/elections-legislatives-2022/article/2022/05/06/elections-legislatives-2022-le-ps-soulage-apres-la-validation-de-l-accord-avec-lfi-la-majorite-tente-d-attirer-les-decus-socialistes_6125090_6104324.html
[3] https://wien.orf.at/stories/3155712/

Top URLs in Tweet in G9:
[8] https://www.statnews.com/2022/05/10/the-five-pandemics-driving-1-million-u-s-covid-deaths/
[6] https://www.washingtonpost.com/politics/2022/05/09/nearly-half-republicans-agree-with-great-replacement-theory/
[6] https://www.statnews.com/2022/05/10/covid-19-helen-branswell-interview/
[5] https://www.washingtonpost.com/politics/2022/05/11/2000-mules-offers-least-convincing-election-fraud-theory-yet/
[4] https://www.washingtonpost.com/politics/2022/05/11/john-eastmans-pennsylvania-gambit-was-even-weaker-than-it-might-seem/
[4] https://s2.washingtonpost.com/camp-rw/?trackId=596b02b6ade4e24119ac1a18&s=627fb653956121755a79ff34&linknum=5&linktot=65
[4] https://kstp.com/interactiveradar
[3] https://www.washingtonpost.com/politics/2022/05/09/americans-now-see-both-political-parties-equally-extreme/
[3] https://www.washingtonpost.com/politics/2022/05/10/victory-roe-imminent-republicans-cast-themselves-victims/
[3] https://www.washingtonpost.com/politics/2022/05/10/actual-threat-posed-by-political-cult-america/

Top URLs in Tweet in G10:
[12] https://sotn.newstatesman.com/2022/05/local-elections-2022-did-labour-really-underperform-in-the-red-wall/
[5] https://www.prospectmagazine.co.uk/politics/local-elections-2022-the-media-got-it-wrong-labour-did-make-real-progress
[4] https://www.nbcnews.com/tech/tech-news/library-apps-book-ban-schools-conservative-parents-rcna26103
[4] https://sotn.newstatesman.com/2022/05/2022-uk-election-results/
[4] https://podfollow.com/e/1209b6
[4] https://yougov.co.uk/topics/politics/articles-reports/2022/05/09/british-public-say-starmer-resign-beergate
[4] https://www.nbcnews.com/news/us-news/guns-are-stolen-cars-alarming-trend-nation-rcna26691
[3] https://chicagoreader.com/reader-careers/
[3] https://twitter.com/i/spaces/1vAxRkylRRqKl
[3] https://twitter.com/Joe_Mayes/status/1524615844428460033?s=20&t=grE6TDF3Wp6LqogfsoleGg

Top Domains
Top Domains in Tweet in Entire Graph:
[4301] twitter.com
[421] nytimes.com
[347] washingtonpost.com
[335] theatlantic.com
[247] trib.al
[229] youtube.com
[169] co.uk
[130] google.com
[118] latimes.com
[114] theguardian.com

Top Domains in Tweet in G1:
[754] twitter.com
[202] nytimes.com
[148] washingtonpost.com
[115] trib.al
[100] latimes.com
[86] google.com
[49] propublica.org
[34] reuters.com
[30] themarshallproject.org
[28] pulitzer.org

Top Domains in Tweet in G2:
[282] twitter.com
[58] co.za
[47] ft.com
[47] sueddeutsche.de
[35] medium.com
[35] zeit.de
[32] journaliststoolbox.org
[31] youtube.com
[29] ow.ly
[28] gijn.org

Top Domains in Tweet in G3:
[519] twitter.com
[303] theatlantic.com
[61] trib.al
[56] 19thnews.org
[44] nytimes.com
[41] grid.news
[41] washingtonpost.com
[35] hellgatenyc.com
[30] nbcnews.com
[23] buzzfeednews.com

Top Domains in Tweet in G4:
[361] twitter.com
[53] rappler.com
[48] nytimes.com
[42] washingtonpost.com
[25] bloomberg.com
[20] businessinsider.com
[19] theverge.com
[16] trib.al
[15] njspotlightnews.org
[14] restofworld.org

Top Domains in Tweet in G5:
[463] twitter.com
[23] nytimes.com
[21] washingtonpost.com
[11] substack.com
[9] co.uk
[7] themarkup.org
[6] trib.al
[6] defector.com
[6] louan.me
[5] rollingstone.com

Top Domains in Tweet in G6:
[116] twitter.com
[37] eldiario.es
[21] estacionpodcast.com
[14] youtube.com
[12] elpais.com
[11] mutick.com
[10] theguardian.com
[9] elconfidencial.com
[8] forbes.es
[7] investigacionapi.com

Top Domains in Tweet in G7:
[224] twitter.com
[19] occrp.org
[13] youtube.com
[11] theguardian.com
[10] wsj.com
[8] co.nz
[6] irishtimes.com
[6] variety.com
[5] nytimes.com
[5] rte.ie

Top Domains in Tweet in G8:
[114] twitter.com
[27] lemonde.fr
[21] wsj.com
[20] youtube.com
[15] orf.at
[10] khn.org
[10] mediapart.fr
[6] inconsolata.com
[6] netzpolitik.org
[5] zeit.de

Top Domains in Tweet in G9:
[148] twitter.com
[51] washingtonpost.com
[23] minnpost.com
[22] fivethirtyeight.com
[20] statnews.com
[13] politico.com
[12] youtube.com
[7] salemreporter.com
[5] nytimes.com
[5] yougov.com

Top Domains in Tweet in G10:
[89] twitter.com
[28] bloomberg.com
[26] co.uk
[23] newstatesman.com
[17] nbcnews.com
[7] wnycstudios.org
[6] washingtonpost.com
[5] chicagoreader.com
[5] gov.uk
[4] suntimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] eurovision
[130] ddj
[78] ukraine
[72] dataviz
[56] pulitzer
[45] eurovision2022
[39] covid19
[39] ltwnrw22
[37] phvote
[34] datajournalism



Top Hashtags in Tweet in G1:
[42] pulitzer
[9] ncpol
[7] dataviz
[5] securityforsale
[5] worldle
[4] covid19
[4] edchat
[4] lgbt
[4] lgbtq
[4] journalismjobs

Top Hashtags in Tweet in G2:
[109] ddj
[44] dataviz
[35] ltwnrw22
[33] datajournalism
[19] nrwwahl2022
[19] eurovision
[18] ukraine
[18] journalism
[16] afp
[14] iartwomen

Top Hashtags in Tweet in G3:
[29] longcovid
[11] eurovision
[6] ukraine
[6] the19thlive
[6] mepolitics
[4] shireenabuakleh
[3] buffalo
[3] blender3d
[3] b3d
[3] covid19

Top Hashtags in Tweet in G4:
[35] phvote
[30] wedecide
[11] opengov
[6] opendata
[6] phvoteresults
[4] googleio2022
[4] databrokers
[4] dalle
[3] ddj
[3] americandragnet

Top Hashtags in Tweet in G5:
[5] buffalo
[4] eurovision
[4] geekway
[3] leahisourannabeth
[3] buffalomassacre
[3] ukraine
[3] citizenbrowser
[2] doctorwho
[2] ncutigatwa
[2] blackandscottish

Top Hashtags in Tweet in G6:
[14] eurovision
[8] estacionpodcast
[6] saramago
[6] podcasts
[6] podcast
[6] crypto
[5] galeltriangulo
[5] transparencia
[4] lanzarote
[4] saramago100

Top Hashtags in Tweet in G7:
[30] ukraine
[9] pandorapapers
[8] russia
[6] eurovision
[6] nmh
[6] slapps
[5] russianoffer
[4] osint
[4] germany
[4] thekillingofajournalist

Top Hashtags in Tweet in G8:
[12] chatkontrolle
[12] afpgraphics
[10] psakibomb
[9] eurovision
[6] ppda
[4] womensart
[4] mecfs
[4] meawarenessday
[4] doublecheck
[4] ukraine

Top Hashtags in Tweet in G9:
[13] covid19
[10] wv02
[6] negov
[5] pagov
[4] mnwx
[4] mn01
[3] tx28
[3] or05
[2] wiwx
[2] covidinmn

Top Hashtags in Tweet in G10:
[7] levellingup
[5] beergate
[2] gozips
[2] orpol
[2] mosul
[2] councilelections2022
[2] nsregdev
[2] inflation
[2] lgbtq
[2] archives

Top Words
Top Words in Tweet in Entire Graph:
[2895] de
[1378] la
[1207] en
[918] people
[812] data
[746] el
[669] like
[554] time
[521] work
[493] die

Top Words in Tweet in G1:
[254] people
[209] data
[201] news
[172] work
[154] pulitzer
[154] pulitzerprizes
[141] story
[134] time
[132] reporting
[130] like

Top Words in Tweet in G2:
[274] die
[241] de
[220] und
[219] der
[147] data
[131] das
[123] la
[110] en
[109] #ddj
[100] zu

Top Words in Tweet in G3:
[181] people
[125] read
[93] like
[92] story
[87] covid
[84] israeli
[83] good
[81] piece
[78] time
[73] abortion

Top Words in Tweet in G4:
[101] people
[79] data
[77] like
[58] twitter
[48] work
[47] right
[44] media
[40] tech
[38] time
[37] public

Top Words in Tweet in G5:
[77] people
[66] like
[45] abortion
[33] right
[32] good
[30] white
[29] time
[25] great
[23] lot
[23] being

Top Words in Tweet in G6:
[661] de
[423] en
[349] la
[273] el
[151] por
[146] los
[143] las
[124] un
[119] con
[114] del

Top Words in Tweet in G7:
[72] russian
[59] ukraine
[53] ukrainian
[38] like
[37] war
[36] russia
[30] #ukraine
[22] forces
[19] work
[18] occrp

Top Words in Tweet in G8:
[285] de
[166] la
[121] les
[109] le
[103] des
[102] et
[92] en
[71] sur
[65] pour
[59] un

Top Words in Tweet in G9:
[34] time
[31] state
[30] covid
[29] data
[28] gop
[27] like
[26] big
[25] election
[20] people
[20] week

Top Words in Tweet in G10:
[25] news
[25] data
[25] boris
[25] uk
[22] work
[22] great
[21] story
[21] starmer
[20] levelling
[18] election

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[272] de,la
[255] shireen,abu
[228] abu,akleh
[124] en,el
[116] pulitzer,prize
[115] en,la
[111] al,jazeera
[101] covid,19
[90] journalist,shireen
[86] data,journalism

Top Word Pairs in Tweet in G1:
[68] pulitzer,prize
[58] diversity,transparency
[56] improve,diversity
[52] transparency,news
[48] abu,akleh
[47] shireen,abu
[43] pulitzerprizes,help
[40] al,jazeera
[39] publicly,report
[30] help,improve

Top Word Pairs in Tweet in G2:
[59] data,journalism
[57] journalist's,toolbox
[32] de,la
[20] #ddj,sz
[20] für,die
[17] social,media
[17] resources,journalist's
[17] toolbox,newsletter
[16] die,cdu
[16] vor,allem

Top Word Pairs in Tweet in G3:
[60] shireen,abu
[51] abu,akleh
[27] long,covid
[26] al,jazeera
[26] journalist,shireen
[23] israeli,occupation
[23] occupation,forces
[20] jazeera,journalist
[18] formula,shortage
[17] covid,19

Top Word Pairs in Tweet in G4:
[30] #phvote,#wedecide
[21] social,media
[13] united,states
[13] far,right
[11] marcos,jr
[10] supreme,court
[10] data,brokers
[8] covid,19
[8] elon,musk
[7] abu,akleh

Top Word Pairs in Tweet in G5:
[12] replacement,theory
[10] great,replacement
[8] leading,death
[8] death,people
[7] supreme,court
[7] white,supremacist
[7] advertisers,target
[6] susan,collins
[6] abortion,rights
[6] conspiracy,theories

Top Word Pairs in Tweet in G6:
[69] de,la
[48] en,el
[43] en,la
[33] de,los
[30] de,podcastestacion
[28] de,las
[26] en,podcastestacion
[21] de,mayo
[19] con,la
[16] en,español

Top Word Pairs in Tweet in G7:
[9] russian,forces
[8] black,hole
[7] shireen,abu
[7] hole,centre
[6] abu,akleh
[6] ukrainian,forces
[6] donets,river
[6] ukrainian,troops
[6] pulitzer,prize
[6] national,maternity

Top Word Pairs in Tweet in G8:
[43] de,la
[17] sur,les
[12] dans,le
[10] pour,la
[9] sur,la
[8] sur,le
[8] abu,akleh
[7] la,guerre
[7] élections,législatives
[7] shireen,abu

Top Word Pairs in Tweet in G9:
[15] covid,19
[10] twin,cities
[8] million,covid
[8] black,hole
[8] pts,april
[8] april,26
[8] 26,27
[7] gop,primary
[7] covid,deaths
[7] hole,center

Top Word Pairs in Tweet in G10:
[16] boris,johnson
[15] keir,starmer
[9] local,elections
[8] boris,johnson's
[8] regional,inequalities
[8] exclusive,analysis
[7] london,south
[7] south,east
[7] flagship,plan
[7] joe_mayes,andretartar

Top Replied-To
Top Replied-To in Entire Graph:
@msoares
@washingtonpost
@maartenzam
@theatlantic
@chelseacirruzzo
@naominixwrites
@fedurante
@texastribune
@katherinejwu
@dianabuttu

Top Replied-To in G1:
@washingtonpost
@neilwrites
@ap
@ryansholin
@petrinkae
@lvikkiml
@abellanger49
@ncharrison_
@nytimes
@chelseacirruzzo

Top Replied-To in G2:
@maartenzam
@albertocairo
@shomburg
@rosanaferrero
@wisevis
@pcchan1981
@outlierafrica
@zeitonline
@mickybeisenherz
@gavinkarlmeier

Top Replied-To in G3:
@theatlantic
@katherinejwu
@dianabuttu
@i_oriion
@chloebailey
@motherjones
@spannytampson
@conor64
@taylorlorenz
@normative

Top Replied-To in G4:
@ron_fournier
@naominixwrites
@whcos
@opengovpart
@chelseacirruzzo
@digiphile
@normeisen
@jack
@podcastrespectr
@fbi

Top Replied-To in G5:
@jessdigress
@cari_luna
@sheikhaljamal
@mattyglesias
@a_mendelson
@dave_hoffa
@miklextic
@politiquacks
@geiiga
@bentherriault

Top Replied-To in G6:
@victriavic
@diariovivo_
@alvaro_medinas
@mendezrafael
@matt_levine
@ere_aquino

Top Replied-To in G7:
@brianwhelanhack
@guardian_mario
@riyaalsanah
@zelenskyyua
@julianroepcke
@olehbatkovych
@michaeldweiss
@jamesrbuk
@uaweapons
@owenhanleylives

Top Replied-To in G8:
@o_jco
@zeisbaerger
@honkhase
@stevedemaio
@camillebressan1
@wahlosttiroler
@drphiloponus
@evakalla
@pemuller
@yuenok

Top Replied-To in G9:
@cathy18382057
@maggie_a_lee
@depthsofwiki
@eagereyes
@rottenindenmark
@aedwardslevy
@crampell
@darth
@dashbot
@nuke845

Top Replied-To in G10:
@nicolelzhu
@david_ingram
@jasonabbruzzese
@johnwally_
@mediagazer
@pipsfunfacts
@ablpoli
@hbillings
@harper
@lawologist

Top Mentioned
Top Mentioned in Entire Graph:
@pulitzerprizes
@podcastestacion
@washingtonpost
@nytimes
@propublica
@potus
@sz
@katherinejwu
@theatlantic
@19thnews

Top Mentioned in G1:
@pulitzerprizes
@washingtonpost
@propublica
@nytimes
@latimes
@kcecireyes
@miamiherald
@newsguild
@codingyan
@yamphoto

Top Mentioned in G2:
@sz
@outlierafrica
@zeitonline
@mediahackza
@bcujournalism
@journtoolbox
@bbbrille
@mdr_san
@derspiegel
@paulbradshaw

Top Mentioned in G3:
@katherinejwu
@theatlantic
@19thnews
@gridnews
@i_oriion
@agarbes
@timalberta
@hellgateny
@davidfrum
@shirklesxp

Top Mentioned in G4:
@potus
@twitter
@whitehouse
@njspotlightnews
@businessinsider
@rapplerdotcom
@nytimes
@nycmayor
@idf
@restofworld

Top Mentioned in G5:
@dansinker
@colinlecher
@suryamattu
@wordlefr
@elisestefanik
@kashhill
@vauhinivara
@nytimes
@maureenjohnson
@sayswhopodcast

Top Mentioned in G6:
@podcastestacion
@arubiocampana
@casamerica
@podimospain
@cbamadrid
@thefacto_
@eldiarioes
@nachogallegop
@p_investigacion
@el_pais

Top Mentioned in G7:
@occrp
@idashboard
@icijorg
@nytimes
@ehtelescope
@variety
@jlstro
@bellingcat
@stevanoccrp
@b_obermayer

Top Mentioned in G8:
@lemondefr
@potus
@ceostroff
@parlementweets
@we_do_data
@nytimes
@eu_commission
@lesassises
@whitehouse
@wsj

Top Mentioned in G9:
@statnews
@jaspar
@yougovamerica
@helenbranswell
@minnpost
@mprnews
@politico
@pbump
@dancgoldberg
@johnfetterman

Top Mentioned in G10:
@bnhwalker
@joe_mayes
@pogkas
@onthemedia
@andretartar
@julieshapiro
@brandyzadrozny
@ahylton26
@frannie_kelley
@reidcherlin

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@delta
@evankirstel
@httweets
@indiatoday
@thehill
@repubblica
@ndtv
@rapplerdotcom
@reuters

Top Tweeters in G1:
@reuters
@9news
@bostonglobe
@nytimes
@latimes
@washingtonpost
@sfdirewolf
@usatoday
@cnn
@nbcnews

Top Tweeters in G2:
@evankirstel
@thehill
@timesofindia
@glynmoody
@welt
@discord
@afpfr
@time
@263chat
@wsj

Top Tweeters in G3:
@the3jsmom
@slate
@tinnkky
@thr
@spiegel_alles
@ceehawk
@radiofreetom
@writtenbyhanna
@rioslade
@thedailybeast

Top Tweeters in G4:
@rapplerdotcom
@business
@businessinsider
@cnbc
@foxnews
@nolanews
@nycsouthpaw
@iboudreau
@sbnation
@thebuffalonews

Top Tweeters in G5:
@huffpost
@blackamazon
@reagangomez
@ryryjones
@joncoopertweets
@daveweigel
@parva_x
@libyaliberty
@so_treu
@greg_doucette

Top Tweeters in G6:
@independent
@guardian
@el_pais
@lavanguardia
@elperiodico
@correio
@doctorow
@eldiarioes
@lineamadrid
@elconfidencial

Top Tweeters in G7:
@variety
@noahpinion
@financialtimes
@eliothiggins
@juhasaarinen
@elperiodico_cat
@pbeyssac
@senatorshoshana
@nzherald
@techmeme

Top Tweeters in G8:
@lemondefr
@nbcwashington
@funder
@afp
@nedo04
@landaudaniel
@japantimes
@brightsblog
@jessicam6946
@drphiloponus

Top Tweeters in G9:
@delta
@itsthebrandi
@politico
@dandrezner
@craigcalcaterra
@bleachernation
@beyerstein
@mlb
@fox13memphis
@azi

Top Tweeters in G10:
@telegraph
@johnrentoul
@sundersays
@quicktake
@beltel
@suntimes
@jonnelledge
@jeffjarvis
@robfordmancs
@newstatesman


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