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list:19390498 filter:links since:2022-07-25 until:2022-08-01 Twitter NodeXL SNA Map and Report for M (experimental version)
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From:
SMRFoundation
Uploaded on:
August 01, 2022
Short Description:
list:19390498 filter:links since:2022-07-25 until:2022-08-01 via NodeXL https://bit.ly/3OUSnHw
@zeisbaerger
@nytimes
@mariaramirezny
@chronotope
@digiphile
@washingtonpost
@adolflow
@jaspar
@arubiocampana
@ap

Top hashtags:
#otd
#rstats
#dataviz
#ddj
#rstudioconf2022

Description:
Description
The graph represents a network of 6,651 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-07-25 until:2022-08-01", 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, 01 August 2022 at 21:43 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 25 July 2022 at 00:03 UTC to Sunday, 31 July 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 : 6651
Unique Edges : 11132
Edges With Duplicates : 6156
Total Edges : 17288
Number of Edge Types : 5
Tweet : 5163
Retweet : 4692
Replies to : 625
Mentions : 4077
MentionsInRetweet : 2731
Self-Loops : 5225
Reciprocated Vertex Pair Ratio : 0.0260615818072047
Reciprocated Edge Ratio : 0.0507992546827498
Connected Components : 228
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 5852
Maximum Edges in a Connected Component : 15852
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.817685
Graph Density : 0.000230549309674728
Modularity : 0.576965
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,651 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-07-25 until:2022-08-01", 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, 01 August 2022 at 21:43 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 25 July 2022 at 00:03 UTC to Sunday, 31 July 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:2022-07-25 until:2022-08-01
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:
[51] https://www.ajc.com/gdpr.html
[26] https://www.washingtonpost.com/media/2022/07/28/ohio-abortion-journalism/
[19] https://www.grid.news/story/politics/2022/07/28/15-qanon-linked-candidates-have-won-key-primaries-in-2022-the-gop-and-its-leaders-are-embracing-them/
[18] https://chronotrains-eu.vercel.app/
[17] https://apnews.com/article/tuskegee-study-ap-story-investigation-syphilis-53403657e77d76f52df6c2e2892788c9
[17] https://projects.newsday.com/long-island/tracking-the-coronavirus-on-long-island/
[16] https://tjukanovt.github.io/notable-people
[16] https://www.washingtonpost.com/business/2022/07/26/inflation-causes/
[14] https://twitter.com/DataLagom/status/1553033168403529735
[14] https://www.ajc.com/gdpr.html?utm_campaign=snd-autopilot

Top URLs in Tweet in G1:
[16] https://www.washingtonpost.com/business/2022/07/26/inflation-causes/
[11] https://apnews.com/article/tuskegee-study-ap-story-investigation-syphilis-53403657e77d76f52df6c2e2892788c9
[9] https://opennews.org/what/community/scholarships/
[9] https://twitter.com/AP/status/1552308190439694342
[8] https://www.bloomberg.com/graphics/2022-is-nyc-safe-crime-stat-reality
[8] https://www.nytimes.com/2022/07/28/upshot/abortion-bans-states-social-services.html
[8] https://twitter.com/TheParanoids/status/1553096394155560960
[7] https://twitter.com/NYTimesPR/status/1551924748355076099
[7] https://apnews.com/article/science-texas-trending-news-climate-and-environment-0eb6880f7c4532a845155a3bd44c2e4b
[7] https://apnews.com/article/tuskegee-study-experiment-syphilis-7743bd8c7d51fe0ef9a855b4bec69b1f

Top URLs in Tweet in G2:
[7] https://www.openpetition.de/petition/online/ruecktritt-des-polizeipresseleiters-der-landespolizeidirektion-oberoesterreich
[7] https://balkaninsight.com/2022/07/27/after-journalists-politicians-under-the-big-eye-of-predator-in-greece/
[5] https://balkaninsight.com/2022/07/25/greeces-biggest-natura-site-on-flames-for-fifth-day/
[4] https://twitter.com/zeisbaerger/status/1553308976749711360
[4] https://turkeypurge.com/top-court-upholds-sentences-given-to-60-former-cadets-on-coup-charges
[4] https://www.secondvictim.at/aus-graeben-ist-ein-grab-geworden/
[4] https://insidestory.gr/article/apo-koykaki-androylaki-nea-tropi-ypothesi-predator
[3] https://twitter.com/reini_pue/status/1552971852083040257
[3] https://dossier.center/yan-german-en/
[3] https://balkaninsight.com/2022/07/01/greek-media-a-world-of-self-censorship-and-govt-obstruction/

Top URLs in Tweet in G3:
[12] https://www.eldiario.es/cultura/maria-ramirez-reporterismo-proceso-bello-periodismo_128_9184212.html
[9] https://mastermaldita.es/
[6] https://twitter.com/RSF_ES/status/1551186233652645889
[6] https://www.goteo.org/project/cerca-de-la-guerra-las-otras-fronteras-de-rusia
[5] https://www.republica.com/historia/teresa-de-escoriaza-la-primera-enviada-especial-a-una-guerra-20220722-19581469939/
[4] https://twitter.com/revista5W/status/1552557684980961281
[4] https://www.datadista.com/suscripcion/
[3] https://twitter.com/SerendipiaData/status/1552451306031386624
[3] https://www.diariolibre.com/deportes/beisbol/2022/07/24/orgullo-dominicano-inunda-cooperstown-en-el-dia-de-big-papi/1967205
[3] https://investigacionapi.com/portada/2022/07/25/fronteras-sa-la-investigacion-que-desvela-los-intereses-economicos-del-control-migratorio/

Top URLs in Tweet in G4:
[5] https://www.science.org/doi/10.1126/science.abp8715?cookieSet=1
[4] https://restofworld.org/2022/mexico-scam-loan-apps/?utm-source=sharing
[3] https://www.washingtonpost.com/video-games/2022/07/27/cyberpunk2077-cancer/
[3] https://twitter.com/Sulliview/status/1552617107606708224
[3] https://twitter.com/_benjamintd/status/1552983329116504064
[3] https://www.washingtonpost.com/media/2022/07/28/ohio-abortion-journalism/
[3] https://www.bushcenter.org/catalyst/creating-more-perfect-union/kleinfeld-combating-political-violence.html
[3] https://www.br.de/nachrichten/deutschland-welt/angriff-auf-stromnetz-haftbefehl-gegen-russischen-hacker,TCnOzgF
[2] https://www.nasa.gov/press-release/nasa-will-inspire-world-when-it-returns-mars-samples-to-earth-in-2033
[2] https://twitter.com/SFNext/status/1552627132010008581

Top URLs in Tweet in G5:
[10] https://www.upliftcampaigns.com/azballotreturns
[9] https://www.washingtonpost.com/media/2022/07/28/ohio-abortion-journalism/
[6] https://www.ajc.com/gdpr.html
[6] https://fivethirtyeight.com/features/why-democrats-midterm-chances-dont-hinge-on-bidens-approval-rating/
[6] https://recruiting2.ultipro.com/STA1013/JobBoard/94aec289-5757-a8f0-d3bb-77f9cd846172/?q=&o=postedDateDesc&f5=CHSAf4nuVECdgyzPsDcgWw
[5] https://www.washingtonpost.com/lifestyle/interactive/2022/mega-millions-odds-quiz/
[4] https://forecast.decisiondeskhq.com/senate
[4] https://www.washingtonpost.com/national-security/2022/07/26/trump-justice-investigation-january-6/
[4] https://twitter.com/flatwaterfreep/status/1553386047333072899
[3] https://journalism.unl.edu/were-hiring

Top URLs in Tweet in G6:
[9] https://themarkup.org/the-breakdown/2022/07/27/who-is-collecting-data-from-your-car
[8] https://themarkup.org/working-for-an-algorithm/2022/07/28/more-than-350-gig-workers-carjacked-28-killed-over-the-last-five-years
[4] https://twitter.com/erinoverbey/status/1551538497122713600
[4] https://twitter.com/Chronotope/status/1552299318807248896
[4] https://www.businessinsider.com/google-to-delay-third-party-cookie-phase-out-until-2024-2022-7
[4] https://twitter.com/EnemyInAState/status/1553536762319966208
[4] https://twitter.com/jonkeegan/status/1552283091154124803
[3] https://www.theverge.com/2022/7/29/23283837/nj-police-baby-dna-crimes-lawsuit-public-defender?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[3] https://www.dailydot.com/debug/anti-vax-dating-site-unjected-data-leak/
[3] http://workersmanifesto.tech

Top URLs in Tweet in G7:
[4] https://www.infolibre.es/opinion/columnas/segunda-vuelta/negacionismo-mata_129_1286073.html
[2] https://www.lasnoticiasrm.es/2022/07/23/carmina-fernandez-al-pp-de-lopez-miras-la-lealtad-solo-le-ha-durado-24-horas-tras-la-visita-de-la-vicepresidenta-ribera-y-su-peticion-de-colaboracion-entre-administraciones/
[2] https://www.infolibre.es/politica/tsj-dividido-avala-gobierno-ayuso-no-medicalizase-residencias-mayores-pandemia_1_1290576.html
[2] https://www.infolibre.es/opinion/columnas/segunda-vuelta/justicia-veleta-corrupcion_129_1290960.html
[2] https://www.lasnoticiasrm.es/2022/07/23/un-trabajador-de-repsol-butano-sufre-un-desfallecimiento-por-un-golpe-de-calor/
[2] https://twitter.com/nausheenhusain/status/1551236554588307459
[2] https://pacosalud.blogspot.com/2022/07/joan-periro-belis-intelectual-anarquista.html?m=0#more
[2] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/07/26/1113427867/amazon-one-medical-health-care?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ondacero.es/emisoras/andalucia/motril/albunol-celebra-pleno-declarar-tres-dias-luto-fallecimiento-maria-trinidad-monferrer-montoro_2022072562df0ec02e7c28000184be30.html
[2] https://www.youtube.com/watch?v=teidf6GdwWM&feature=youtu.be


Top URLs in Tweet in G8:
[6] https://www.ft.com/content/519f701f-6a05-4cf4-bc46-22cf10c7c2c0
[5] https://www.ft.com/content/de29dd83-8fa9-40a2-aff6-5996f1557d0d
[4] https://www.ft.com/content/67ce86b5-163d-4204-a973-ab1528af473c
[4] https://www.ft.com/content/2165c833-2886-4aa0-94a0-b6b7d80fbd25
[4] https://pressgazette.co.uk/future-of-media-awards-shortlist/
[4] https://www.ft.com/content/c8552f58-cdfb-4923-8456-14e284b8a212
[3] https://www.ft.com/content/9d629147-f2aa-41e8-9a8a-eccf8b9c0186
[2] https://twitter.com/England/status/1553817800635990024
[2] https://www.manchesterworld.uk/news/leigh-film-factory-the-new-community-cinema-in-an-historic-mill-built-by-a-team-of-volunteer-movie-fans-3785821
[2] https://www.manchesterworld.uk/news/bismark-house-mill-fire-second-victim-discovered-at-oldham-site-as-vietnam-link-probed-3783592

Top URLs in Tweet in G9:
[14] https://chronotrains-eu.vercel.app/
[9] https://tjukanovt.github.io/notable-people
[6] https://twitter.com/tjukanov/status/1552622792708874240
[4] https://www.economist.com/interactive/next-prime-minister-uk
[4] https://www.economist.com/weeklyedition/2022-07-30
[4] https://elpais.com/sociedad/2022-07-24/coches-a-80-grados-y-parques-infantiles-a-65-descubre-las-temperaturas-extremas-que-te-rodean.html
[4] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/money/2014/02/26/282132576/74-476-reasons-you-should-always-get-the-bigger-pizza
[3] https://blog.datawrapper.de/data-vis-dispatch-july-26-2022/
[3] https://twitter.com/jkeefe/status/1551934895265665024
[3] https://www.liberation.fr/idees-et-debats/sil-vous-plait-ia-dessine-moi-un-mouton-20220725_V3V2WIJ5Y5GENJMTYO247MMSXA/

Top URLs in Tweet in G10:
[14] https://twitter.com/DataLagom/status/1553033168403529735
[4] https://twitter.com/msoares/status/1552293853226586119
[4] http://lagomdata.com.br/eleicoes
[4] https://twitter.com/msoares/status/1553039063258746880
[4] https://www1.folha.uol.com.br/cotidiano/2022/07/estados-bolsonaristas-tem-explosao-do-numero-de-armas.shtml?utm_source=twitter&utm_medium=social&utm_campaign=comptw
[4] https://www1.folha.uol.com.br/poder/2022/07/padrinho-de-flavio-bolsonaro-usa-verba-publica-para-passar-finais-de-semana-no-rio.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[3] https://www1.folha.uol.com.br/colunas/celso-rocha-de-barros/2022/07/bolsonaro-nao-trabalha.shtml?utm_source=twitter&utm_medium=social&utm_campaign=comptw
[2] https://econ.trib.al/R4Ntxe0
[2] https://fotografia.folha.uol.com.br/charges
[2] https://www.youtube.com/watch?v=r8Zt_8wGrSg&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[3017] twitter.com
[255] washingtonpost.com
[243] co.uk
[194] nytimes.com
[188] trib.al
[152] youtube.com
[116] bloomberg.com
[114] ajc.com
[93] ft.com
[84] com.br

Top Domains in Tweet in G1:
[459] twitter.com
[94] trib.al
[89] washingtonpost.com
[77] nytimes.com
[50] bloomberg.com
[38] apnews.com
[27] opennews.org
[18] youtube.com
[16] propublica.org
[14] npr.org

Top Domains in Tweet in G2:
[178] twitter.com
[29] balkaninsight.com
[17] derstandard.at
[9] bloomberg.com
[8] bruegel.org
[8] t3n.de
[7] thedailybeast.com
[7] youtube.com
[7] secondvictim.at
[7] openpetition.de

Top Domains in Tweet in G3:
[80] twitter.com
[52] eldiario.es
[25] elpais.com
[11] elconfidencial.com
[10] mastermaldita.es
[9] theguardian.com
[9] republica.com
[8] datadista.com
[6] efe.com
[6] maldita.es

Top Domains in Tweet in G4:
[200] twitter.com
[21] washingtonpost.com
[12] youtube.com
[6] restofworld.org
[6] nytimes.com
[5] science.org
[5] nbcnews.com
[5] br.de
[4] npr.org
[4] senate.gov

Top Domains in Tweet in G5:
[119] twitter.com
[31] washingtonpost.com
[20] fivethirtyeight.com
[13] trib.al
[10] upliftcampaigns.com
[10] ultipro.com
[9] nbcnews.com
[7] npr.org
[6] ajc.com
[6] khn.org

Top Domains in Tweet in G6:
[173] twitter.com
[21] nytimes.com
[21] themarkup.org
[16] theguardian.com
[14] theverge.com
[9] washingtonpost.com
[9] github.com
[8] tedium.co
[8] businessinsider.com
[7] bloomberg.com

Top Domains in Tweet in G7:
[39] twitter.com
[8] infolibre.es
[6] publico.es
[6] elpais.com
[5] youtube.com
[4] lasnoticiasrm.es
[4] elsaltodiario.com
[2] blogspot.com
[2] npr.org
[2] ondacero.es

Top Domains in Tweet in G8:
[75] twitter.com
[67] ft.com
[15] co.uk
[9] manchesterworld.uk
[5] youtube.com
[5] aje.io
[2] google.com
[2] trib.al
[2] economicsobservatory.com
[2] shropshirestar.com

Top Domains in Tweet in G9:
[77] twitter.com
[17] economist.com
[14] vercel.app
[9] github.io
[7] elpais.com
[6] nytimes.com
[5] lemonde.fr
[5] bloomberg.com
[4] co.uk
[4] flowingdata.com

Top Domains in Tweet in G10:
[105] twitter.com
[83] com.br
[13] youtube.com
[8] globo.com
[5] org.br
[5] apublica.org
[4] co.uk
[4] ponte.org
[4] bloomberg.com
[3] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] otd
[76] rstats
[67] dataviz
[56] ddj
[54] rstudioconf2022
[47] aaja22
[46] rstudioconf
[34] covid19
[31] gapol
[29] weuro2022



Top Hashtags in Tweet in G1:
[29] dataviz
[17] rstats
[14] rstudioconf2022
[11] aaja22
[11] ddj
[10] datavisualization
[7] rstudioconf
[6] python
[6] inflation
[6] datajournalism

Top Hashtags in Tweet in G2:
[16] predator
[10] kellermayr
[6] wien
[6] gewitter
[6] österreich
[6] spyware
[4] covid19
[4] mahnwache
[4] lisa
[4] yeswecare

Top Hashtags in Tweet in G3:
[7] periodismo
[6] canarias
[6] goteo
[4] consultorioético
[3] energycrisis
[3] tidyxl
[3] rstats
[3] excel
[3] datanightmares
[2] compranet

Top Hashtags in Tweet in G4:
[11] opengov
[2] stray
[2] alanmoore
[2] mondaythoughts
[2] comic
[2] grangehill
[2] astoria
[2] nigeria
[2] bringchicagohome
[2] nichellenichols

Top Hashtags in Tweet in G5:
[16] cbg22
[16] aaja22
[14] copolitics
[8] btstrib
[5] gapol
[5] cowx
[4] journalismjobs
[2] 2000mules
[2] electionsecurity
[2] electionintegrity

Top Hashtags in Tweet in G6:
[3] lightning
[3] storm
[3] nyc
[2] midrange
[2] sejspotlight
[2] dcnlive
[2] godess
[2] queen
[2] teamuhura
[2] addpa

Top Hashtags in Tweet in G7:
[22] otd
[8] fascistcrimes
[6] 30luglio
[6] justiciacrimenesfranquistas
[6] taldiacomavui
[5] 25luglio
[4] 29luglio
[4] rstats
[4] datascience
[4] sánchezacuérdatedepablo

Top Hashtags in Tweet in G8:
[16] manchester
[12] pakistan
[11] weuro2022
[5] lionesses
[4] karachi
[4] journojobs
[2] salford
[2] carnival
[2] breaking
[2] safcwomen

Top Hashtags in Tweet in G9:
[8] dataviz
[3] ukrainewar
[3] rstats
[2] ddj
[2] streetphotography
[2] henricartierbresson
[2] swdchallenge
[2] dawnfosterforever
[2] hoopsforthefuture
[2] osint

Top Hashtags in Tweet in G10:
[2] innsaeitv
[2] conversademusica
[2] sergiomartins
[2] erasmocarlos
[2] tremendao
[2] jovemguarda
[2] collections
[2] fospa
[2] aapor
[2] codaamazonia

Top Words
Top Words in Tweet in Entire Graph:
[2596] de
[1228] la
[971] en
[771] el
[651] data
[603] people
[442] like
[396] story
[394] un
[391] time

Top Words in Tweet in G1:
[149] data
[125] de
[100] story
[87] people
[81] news
[81] work
[75] la
[69] like
[66] time
[61] en

Top Words in Tweet in G2:
[200] und
[184] die
[178] der
[109] von
[92] das
[86] ist
[80] es
[75] nicht
[73] für
[73] zu

Top Words in Tweet in G3:
[781] de
[385] la
[357] en
[327] el
[149] los
[144] del
[131] por
[127] con
[125] un
[108] las

Top Words in Tweet in G4:
[47] people
[42] like
[26] time
[26] congress
[24] good
[19] story
[19] data
[17] july
[16] right
[16] law

Top Words in Tweet in G5:
[38] news
[36] gop
[32] game
[31] baseball
[29] people
[29] congressional
[28] story
[28] election
[26] time
[23] open

Top Words in Tweet in G6:
[66] data
[43] people
[37] video
[34] like
[21] right
[21] companies
[19] story
[19] 000
[18] company
[18] think

Top Words in Tweet in G7:
[594] de
[376] la
[298] en
[289] el
[115] por
[112] del
[106] un
[106] se
[101] es
[101] los

Top Words in Tweet in G8:
[27] people
[23] london
[22] data
[20] like
[17] team
[17] story
[16] #manchester
[16] uk
[16] jobs
[15] climate

Top Words in Tweet in G9:
[56] de
[35] la
[34] die
[33] les
[28] der
[27] map
[26] en
[21] et
[20] like
[20] data

Top Words in Tweet in G10:
[341] de
[108] em
[105] da
[82] para
[77] com
[71] não
[60] por
[50] os
[44] mais
[39] se

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[278] de,la
[119] en,el
[83] en,la
[83] de,los
[64] climate,change
[58] de,las
[43] social,media
[39] covid,19
[38] journalist's,toolbox
[36] supreme,court

Top Word Pairs in Tweet in G1:
[16] de,la
[15] overdraft,fees
[14] rubén,zamora
[14] tuskegee,study
[14] study,untreated
[14] untreated,syphilis
[14] dramatic,instincts
[13] washington,post
[13] josé,rubén
[13] associated,press

Top Word Pairs in Tweet in G2:
[19] lisa,maria
[13] maria,kellermayr
[12] aus,der
[12] gibt,es
[11] das,ist
[10] nicht,nur
[8] dass,es
[8] female,genital
[8] leben,und
[7] kinder,und

Top Word Pairs in Tweet in G3:
[97] de,la
[57] en,el
[45] de,los
[29] en,la
[23] través,de
[21] de,las
[15] en,un
[15] con,el
[14] es,el
[13] es,un

Top Word Pairs in Tweet in G4:
[7] nichelle,nichols
[6] july,28
[6] climate,change
[6] disclose,divest
[6] members,congress
[6] human,rights
[5] people,time
[5] united,states
[5] pandemic,nature
[5] nature,lab

Top Word Pairs in Tweet in G5:
[27] congressional,baseball
[27] baseball,game
[8] gop,ballots
[8] ballot,returns
[7] local,journalists
[7] drop,box
[6] generic,ballot
[6] people,charged
[6] young,adult
[6] adult,migration

Top Word Pairs in Tweet in G6:
[13] vehicle,data
[12] 24,000
[9] public,health
[8] 37,companies
[8] connected,vehicle
[6] high,school
[6] assaults,drivers
[6] thomas,jefferson
[6] gin,mill
[5] anti,abortion

Top Word Pairs in Tweet in G7:
[54] de,la
[42] en,el
[37] en,la
[26] de,las
[23] de,los
[16] en,una
[14] de,julio
[14] el,caso
[13] con,el
[12] por,el

Top Word Pairs in Tweet in G8:
[6] #weuro2022,final
[6] european,champions
[6] social,care
[6] things,bad
[6] west,london
[6] standard,chartered
[6] deputy,speaker
[5] visual,storytelling
[5] climate,game
[4] omg,omg

Top Word Pairs in Tweet in G9:
[14] isochrones,map
[14] map,shows
[14] shows,far
[14] far,5h
[14] 5h,train
[14] train,ride
[14] ride,departing
[14] departing,city
[14] city,europe
[14] europe,inspired

Top Word Pairs in Tweet in G10:
[10] de,bolsonaro
[8] de,dados
[8] da,mulher
[8] audiência,pública
[8] número,de
[8] não,pode
[6] de,tiro
[6] de,armas
[6] pode,aparecer
[6] leia,em

Top Replied-To
Top Replied-To in Entire Graph:
@chronotope
@carolinewazer
@biglocalnews
@msoares
@daniellealberti
@tobie
@sharon000
@zeisbaerger
@sanchezcastejon
@flowingdata

Top Replied-To in G1:
@biglocalnews
@andrewvandam
@schwanksta
@jnschrag
@daniellealberti
@bkastl
@meridak
@morisy
@claudialopez
@alissascheller

Top Replied-To in G2:
@zeisbaerger
@solautsonja
@arbeiterkammer
@samaatv
@winter_jakob
@mrjamesob
@dbernhofer
@felixeypeltauer
@katquat
@ninoportschy

Top Replied-To in G3:
@sarahyanezr
@javisalas
@arubiocampana
@datadista
@p_investigacion
@marcoslamelas
@mariaramirezny
@lydiacachosi
@reznavajo

Top Replied-To in G4:
@iowenjones
@chrismeagher46
@digiphile
@whitehouse
@jamesxmyall
@lovemusclet
@robertajgagnon1
@eve6
@felixsalmon
@karenkho

Top Replied-To in G5:
@douglaslukasik
@rossnelson
@replindasanchez
@nprpolitics
@wayneteeger
@prl320
@danielmcdonald
@jstanlis
@noblebirth
@datalyfe

Top Replied-To in G6:
@chronotope
@tobie
@patthenespunk
@ryanbarwick
@alextcone
@eric_seufert
@mims
@merbroussard
@ggreenwald
@hypervisible

Top Replied-To in G7:
@sanchezcastejon

Top Replied-To in G8:
@xtophercook
@shreyagnanda
@richard_conway
@steve_vr
@catneilan
@aljwhite
@maggie_a_lee
@lewisjhaddow
@kallmemeg
@cmshehbaz

Top Replied-To in G9:
@flowingdata
@darioingiusto
@albathunberg
@emollick
@dungnguyenchi2
@maryepworth
@cooksimon
@duncanweldon
@moebio
@jschwabish

Top Replied-To in G10:
@msoares
@luisadorno
@marcobonito
@rosangelamorosp
@rodrigomenegat
@marspinola
@luciaguimaraes
@noseconexoes
@metacomentarios
@cecillia

Top Mentioned
Top Mentioned in Entire Graph:
@ap
@nytimes
@el_periodico
@propublica
@wsj
@ft
@eldiarioes
@npr
@mariaramirezny
@sfchronicle

Top Mentioned in G1:
@ap
@bbgvisualdata
@alyssafowers
@propublica
@nytimes
@citylab
@mbieseck
@helenwieffering
@jennysurane
@aadittambe

Top Mentioned in G2:
@drlisamaria
@derspiegel
@balkaninsight
@insidestory_gr
@landaudaniel
@lpdooe
@pcsfueralle
@birn_network
@lgewessler
@johannes_rauch

Top Mentioned in G3:
@eldiarioes
@mariaramirezny
@el_periodico
@debatelibros
@mastermaldita
@arubiocampana
@neustomas
@datadista
@fronterad
@republica_com

Top Mentioned in G4:
@potus
@whitehouse
@thejusticedept
@restofworld
@twitter
@sciencemagazine
@mayorbowser
@speakerpelosi
@dhsgov
@senschumer

Top Mentioned in G5:
@npr
@aaja
@startribune
@frankbi
@devlinbarrett
@flatwaterfreep
@elaheizadi
@nahj
@uscensusbureau
@jdawsey1

Top Mentioned in G6:
@robinberjon
@alfredwkng
@jonkeegan
@coachella
@guardian
@kate_sills
@businessinsider
@threefirstnames
@themarkup
@sejorg

Top Mentioned in G7:
@pevelasco
@aytomurcia
@madrid
@comunidadmadrid
@xlapitz
@morawieckim
@caltonbooks
@rstudio
@infoiguacel
@carminafs

Top Mentioned in G8:
@ft
@lionesses
@theboysmithy
@gmpolice
@financialtimes
@georginaquach
@willljg
@pressgazette
@dan_clark5
@alexandraheal

Top Mentioned in G9:
@juliustens
@mapbox
@theeconomist
@noma_bar
@lemondefr
@nzz
@mschwirtz
@planet
@sentinel_hub
@nytgraphics

Top Mentioned in G10:
@lucasmarchesini
@uol
@folha
@rubensvalente
@tsejusbr
@msoares
@estadao
@pontejornalismo
@canintl
@dipdemocracia

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@americanair
@independent
@lafm
@httweets
@thehill
@ma3route
@ndtv
@rapplerdotcom
@reuters

Top Tweeters in G1:
@lafm
@wradiocolombia
@eltiempo
@noticiasrcn
@huffpost
@globeandmail
@nytimes
@washingtonpost
@ewasr
@therickwilson

Top Tweeters in G2:
@thehill
@irishtimes
@lemondefr
@thedailybeast
@natsecjeff
@samaatv
@thomasknorra
@gulf_news
@tagesspiegel
@chigrl

Top Tweeters in G3:
@el_pais
@elmundoes
@theobjective_es
@eldiarioes
@lineamadrid
@elconfidencial
@la_ser
@efenoticias
@indystar
@elpais_america

Top Tweeters in G4:
@discord
@livechonews
@doctorow
@abc
@gailsimone
@usatoday
@janeygodley
@cbsnews
@emptywheel
@slackhq

Top Tweeters in G5:
@varadmehta
@politico
@joshkraushaar
@azcentral
@abc15
@denverpost
@npr
@startribune
@cdgoldstein
@azred65

Top Tweeters in G6:
@americanair
@guardian
@businessinsider
@blackamazon
@marketwatch
@ericgeller
@guardianus
@clancynewyork
@dandrezner
@anildash

Top Tweeters in G7:
@publico_es
@raeinforma
@rosamariaartal
@ctxt_es
@elcomerciodigit
@naiz_info
@_infolibre
@yo_soy_asin
@the_raven77
@rtveplay

Top Tweeters in G8:
@geonews_urdu
@mahobili
@thequint
@nationaltrust
@financialtimes
@ajenglish
@ft
@dawn_news
@lbc
@hyzaidi

Top Tweeters in G9:
@mcdonalds
@db_bahn
@thestalwart
@theeconomist
@morgenpost
@senatorshoshana
@franceinter
@nzz
@economics
@letemps

Top Tweeters in G10:
@folha
@uolnoticias
@uol
@bbcnews
@otempo
@estadao
@jornaloglobo
@recordtvoficial
@veja
@rosana


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