list:19390498 filter:links since:2022-11-07 until:2022-11-14, Twitter, 11/14/2022 3:51:01 PM, 284434


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list:19390498 filter:links since:2022-11-07 until:2022-11-14 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2022-11-07 until:2022-11-14 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
November 14, 2022
Short Description:
list:19390498 filter:links since:2022-11-07 until:2022-11-14 via NodeXL https://bit.ly/3UCAnFx
@chronotope
@harrisj
@elonmusk
@nytimes
@digiphile
@dansinker
@maartenzam
@palewire
@adolflow
@msoares

Top hashtags:
#cop27
#electionday
#election2022
#30daymapchallenge

Description:
Description
The graph represents a network of 7,897 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-11-07 until:2022-11-14", 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, 14 November 2022 at 15:43 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 07 November 2022 at 00:00 UTC to Sunday, 13 November 2022 at 23:52 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 : 7897
Unique Edges : 13733
Edges With Duplicates : 11537
Total Edges : 25270
Number of Edge Types : 5
Retweet : 6746
Tweet : 8498
Replies to : 946
Mentions : 5664
MentionsInRetweet : 3416
Self-Loops : 8566
Reciprocated Vertex Pair Ratio : 0.0370575221238938
Reciprocated Edge Ratio : 0.0714666666666667
Connected Components : 247
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 6995
Maximum Edges in a Connected Component : 23460
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.587654
Graph Density : 0.000210489305122602
Modularity : 0.487696
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 7,897 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-11-07 until:2022-11-14", 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, 14 November 2022 at 15:43 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 07 November 2022 at 00:00 UTC to Sunday, 13 November 2022 at 23:52 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:2022-11-07 until:2022-11-14
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:
[40] https://www.bloomberg.com/graphics/2022-us-election-results/senate/
[36] https://apnews.com/hub/2022-midterm-elections
[34] https://www.washingtonpost.com/politics/interactive/2022/abortion-rights-election/
[30] https://www.washingtonpost.com/politics/interactive/2022/election-deniers-midterms/
[28] https://twitter.com/dansinker/status/1590033409728217088
[27] https://www.axios.com/marvel-cinematic-universe-diversity
[26] https://fivethirtyeight.com/live-blog/2022-midterm-election/
[24] https://sotn.newstatesman.com/2022/11/mapped-the-new-boundaries-for-england-and-wales
[23] https://campus.hundo.xyz/login
[21] https://twitter.com/CaseyNewton/status/1590724257608134657

Top URLs in Tweet in G1:
[32] https://www.washingtonpost.com/politics/interactive/2022/abortion-rights-election/
[28] https://twitter.com/dansinker/status/1590033409728217088
[28] https://www.washingtonpost.com/politics/interactive/2022/election-deniers-midterms/
[19] https://www.sfchronicle.com/projects/2022/california-election-results/oakland-alameda/
[14] https://www.washingtonpost.com/elections/interactive/2022/vote-count-2022-election/
[14] https://www.sfchronicle.com/projects/2022/california-election-results/san-francisco/
[12] https://twitter.com/CaseyNewton/status/1590724257608134657
[12] https://source.opennews.org/articles/github-actions-scrapers/
[10] https://www.ft.com/content/6a2ef26f-e50b-4a4f-b103-c4fd263ea60e
[8] https://www.vox.com/recode/23450058/elon-musk-twitter-ceo-change-mind-reversal-flip-flop

Top URLs in Tweet in G2:
[39] https://www.bloomberg.com/graphics/2022-us-election-results/senate/
[31] https://apnews.com/hub/2022-midterm-elections
[24] https://fivethirtyeight.com/live-blog/2022-midterm-election/
[23] https://www.axios.com/marvel-cinematic-universe-diversity
[17] https://www.axios.com/midterms-elections-2022-issues-americans-care
[16] https://apps.texastribune.org/features/2022/texas-2022-election-results/
[13] https://www.nytimes.com/interactive/2022/11/08/us/elections/results-needle-forecast.html
[13] https://www.bloomberg.com/graphics/2022-us-election-results/house/
[10] https://www.nytimes.com/interactive/2022/11/07/us/elections/election-weather.html
[7] https://www.nytimes.com/2022/11/12/upshot/tracking-house-results-midterms.html

Top URLs in Tweet in G3:
[12] https://themarkup.org/privacy/2022/11/08/how-political-campaigns-use-your-phones-location-to-target-you
[10] https://www.nbcnews.com/data-graphics/magic-mushrooms-psilocybin-map-colorado-us-states-rcna55980
[9] https://www.platformer.news/p/musk-discusses-putting-all-of-twitter
[9] https://www.semafor.com/newsletters
[8] https://www.semafor.com/article/11/08/2022/live-coverage-of-2022-midterm-elections
[7] https://www.ft.com/content/f05fe9f8-ca0a-48d5-8ef2-7a4d813af558
[7] https://www.nytimes.com/2022/11/11/technology/elon-musk-twitter-takeover.html
[6] https://twitter.com/elonmusk/status/1590383366213611522
[5] https://twitter.com/elonmusk/status/1591121142961799168
[5] https://twitter.com/ZoeSchiffer/status/1590820944125513728

Top URLs in Tweet in G4:
[16] https://newsletters.mediahack.co.za/subscribe/learndatajournalism/
[10] https://theoutlier.co.za/news/83662/extreme-temperatures-in-south-africa
[8] https://gijn.org/2022/11/04/veri-gazeteciligi-ilk-10-dezenformasyon-reklam-geliri-bolsonaronun-balonu-rus-seferberlik-evlilikleri-itaewon-trajedisi/
[7] http://ow.ly/c19R50HgpSk
[7] http://ow.ly/k5PU50HgpSj
[7] https://theoutlier.co.za/environment/83035/blowing-hot-air-africas-big-greenhouse-gas-emitters
[6] https://www.tiktok.com/@mediahackza
[6] https://gijn.org/2022/11/11/data-journalism-top-10-biased-missing-persons-coverage-funding-election-deniers-brazil-electoral-violence-mapping-irans-protests/
[6] https://gijn.org/2022/11/08/investigative-journalism-safety-and-security-for-asian-journalists-a-free-training-program/
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdigging-data-at-the-2022-african-investigative-journalism-conference-2e99327d8e42

Top URLs in Tweet in G5:
[4] https://coloradosun.com/2022/11/07/heidi-ganahl-letter-election-denier/
[4] https://www.opensecrets.org/news/2022/11/election-denier-attorney-general-candidates-raise-millions/?utm_source=Twitter&utm_medium=social&utm_campaign=twitt_ag-election/11/7/22
[4] https://www.9news.com/article/news/politics/elections/women-voters-democrats-midterm-performance-colorado/73-6d304425-032b-460d-9d24-ad2bdaaa5f05
[4] https://www.businessinsider.com/orange-county-california-vietnamese-voters-political-transformation-2022-11
[4] https://www.wsj.com/articles/alameda-ftx-executives-are-said-to-have-known-ftx-was-using-customer-funds-11668264238
[3] https://19thnews.org/topics/election-2022/
[3] https://twitter.com/Milbank/status/1590443860156555264
[3] https://twitter.com/elonmusk/status/1591121142961799168
[3] https://coloradosun.com/2022/11/08/lauren-boebert-adam-frisch-3rd-district/
[3] https://www.9news.com/article/news/crime/colorado-auto-car-theft-single-day/73-a438164e-c311-4389-adfc-98b1c31ebc3d

Top URLs in Tweet in G6:
[4] https://www.globalwitness.org/en/jobs/senior-data-investigations-advisor-open-flexible-working/
[4] https://www.bbc.com/news/science-environment-63571610
[3] https://thispersondoesnotexist.com
[3] https://twitter.com/redistrict/status/1590042484041986050
[3] https://twitter.com/Redistrict/status/1590042484041986050
[3] https://twitter.com/janicemin/status/1591827536736124928
[3] https://www.ipolitics.ca/news/conservative-leadership-race-was-a-financial-windfall-for-party-records-show
[2] https://hard-drive.net/nintendo-announces-new-charmander-evolution-gerrymander-thats-unbeatable-due-to-its-ability-to-randomly-change-the-rules-of-battle/
[2] https://twitter.com/elonmusk/status/1591206480338116608
[2] https://twitter.com/ZoeSchiffer/status/1591152301817102336

Top URLs in Tweet in G7:
[3] https://capyvara.github.io/locais_votacao_resultados_2022.html
[3] https://theintercept.com/2022/11/09/sob-bolsonaro-clubes-de-tiro-explodem-em-areas-de-conflito-da-amazonia-legal/
[3] https://reporterbrasil.org.br/2022/11/jbs-admite-ter-comprado-quase-9-mil-bois-ilegais-do-maior-desmatador-do-pais/
[3] https://unearthed.greenpeace.org/2022/11/11/jbs-cattle-brazils-biggest-deforester-amazon/
[2] https://www.icfj.org/news/are-you-journalist-investigating-money-behind-misdisinformation-you
[2] https://g1.globo.com/economia/noticia/2022/11/11/proporcao-de-pobres-pretos-e-pardos-chega-ao-dobro-em-relacao-aos-brancos-mostra-o-ibge.ghtml?utm_source=twitter&utm_medium=share-bar-mobile&utm_campaign=materias
[2] https://www.amazon.com.br/Marvel-Teens-Arqueira-Detetive-Particular/dp/6555126051?&linkCode=sl1&tag=numeralha-20&linkId=b0eef846922dc38ae9cb6669ddfcc05b&language=pt_BR&ref_=as_li_ss_tl
[2] https://mastodon.social/@marcelo_soares
[2] https://twitter.com/DoraKramer/status/1591106380840464384
[2] https://oglobo.globo.com/blogs/sonar-a-escuta-das-redes/post/2022/11/media-de-postagens-diarias-do-cla-bolsonaro-no-facebook-passa-de-26-para-menos-de-2-apos-vitoria-de-lula.ghtml

Top URLs in Tweet in G8:
[7] https://twitter.com/richfelgate/status/1589838847642243072
[6] https://www.occrp.org/en/investigations/notorious-nigerien-weapons-broker-lands-secret-arms-deal-in-senegal
[5] https://www.occrp.org/en/investigations/documents-reveal-wagners-golden-ties-to-sudanese-military-companies
[4] https://www.riffreporter.de/de/international/klima-weltklimakonferenz-cop27-worum-geht-es-was-sind-themen-konflikte-ueberblick
[3] https://www.rnz.co.nz/news/in-depth/450874/covid-19-data-visualisations-nz-in-numbers
[3] https://balkaninsight.com/2022/11/04/serbias-krik-media-fined-for-reporting-claims-about-ministers-crime-ties/
[3] https://twitter.com/RobertAbela_MT/status/1590678462356164608
[3] https://twitter.com/AlinejadMasih/status/1330906348595384320/video/1
[2] https://twitter.com/stevekrenzel/status/1589700721121058817
[2] https://twitter.com/ladygaga/status/266036172122365952

Top URLs in Tweet in G9:
[5] https://ladatacuenta.com/2022/11/02/mujeres-en-el-sistema-penitenciario-se-duplicaron-perspectiva-genero/
[4] https://convoca.pe/convoca-radio/vigila-la-pandemia-compras-millonarias-y-sospechosas
[4] https://web.facebook.com/watch/?v=1304855123583785&ref=sharing
[4] https://www.eldiario.es/madrid/somos/salvadores-historico-teatro-albeniz-madrid-si-no-llegamos-obligar-duenos-seria-bloque-pisos_1_9697774.html
[3] https://pulitzercenter.org/event/como-ser-becario-de-la-rin-consejos-para-postular-un-proyecto
[3] https://aleph.occrp.org
[2] https://yakunija.convoca.pe/
[2] https://convoca.pe/haztuparte/donaciones/
[2] https://convoca.pe/agenda-propia/juicio-humala-odebrecht-pide-reunion-con-fiscales-peruanos-con-miras-reestablecer
[2] https://convoca.pe/convoca-verifica/reportaje/es-falsa-la-version-de-cerron-sobre-el-repentino-aumento-del-apoyo-en

Top URLs in Tweet in G10:
[6] https://www.elconfidencial.com/espana/2022-11-10/lobistas-congreso-diputados-opacidad-reuniones_3520148/
[3] https://www.elconfidencial.com/espana/2022-11-11/el-efecto-del-abono-gratis-de-cercanias-estamos-usando-mas-el-tren_3521074/
[3] https://sg.news.yahoo.com/please-dont-lick-psychedelic-toads-231242266.html
[2] https://vis.social/
[2] https://www.educa2.madrid.org/web/eoi.colladovillalba
[2] https://twitter.com/jl_sastre/status/1589309951335596033
[2] https://twitter.com/europapress/status/1589292048292925440
[2] https://twitter.com/112cmadrid/status/1589395133870768128
[2] https://twitter.com/IUGalapagar/status/1587144778336112643
[2] https://galapagar.es/obras-sangregorio-dehesa-2/

Top Domains
Top Domains in Tweet in Entire Graph:
[4901] twitter.com
[675] trib.al
[445] washingtonpost.com
[441] nytimes.com
[288] bloomberg.com
[195] youtube.com
[138] co.uk
[128] fivethirtyeight.com
[111] wsj.com
[91] semafor.com

Top Domains in Tweet in G1:
[972] twitter.com
[353] washingtonpost.com
[152] trib.al
[78] sfchronicle.com
[68] nytimes.com
[41] ft.com
[31] latimes.com
[24] youtube.com
[24] vox.com
[19] github.com

Top Domains in Tweet in G2:
[756] twitter.com
[423] trib.al
[204] bloomberg.com
[193] nytimes.com
[124] fivethirtyeight.com
[71] axios.com
[40] texastribune.org
[37] apnews.com
[22] washingtonpost.com
[19] youtube.com

Top Domains in Tweet in G3:
[496] twitter.com
[83] semafor.com
[43] nytimes.com
[26] washingtonpost.com
[26] trib.al
[25] nbcnews.com
[21] bloomberg.com
[15] themarkup.org
[13] wsj.com
[12] wired.com

Top Domains in Tweet in G4:
[215] twitter.com
[76] co.za
[47] gijn.org
[34] medium.com
[30] co.uk
[18] tiktok.com
[16] spiegel.de
[16] youtube.com
[16] google.com
[16] journaliststoolbox.org

Top Domains in Tweet in G5:
[117] twitter.com
[33] coloradosun.com
[20] businessinsider.com
[18] wsj.com
[16] timesunion.com
[15] 19thnews.org
[12] 9news.com
[10] numlock.com
[7] chalkbeat.org
[7] washingtonpost.com

Top Domains in Tweet in G6:
[257] twitter.com
[6] youtube.com
[6] economist.com
[6] globalwitness.org
[5] ipolitics.ca
[4] bloomberg.com
[4] nytimes.com
[4] bbc.com
[3] thispersondoesnotexist.com
[3] co.uk

Top Domains in Tweet in G7:
[114] twitter.com
[38] com.br
[36] youtube.com
[10] globo.com
[4] ponte.org
[4] spotify.com
[4] page.link
[3] github.io
[3] thedeaddaisies.com
[3] jor.br

Top Domains in Tweet in G8:
[176] twitter.com
[43] occrp.org
[20] riffreporter.de
[13] co.nz
[6] technologyreview.com
[6] timesofmalta.com
[5] com.au
[5] youtube.com
[4] theguardian.com
[4] ft.com

Top Domains in Tweet in G9:
[48] twitter.com
[21] convoca.pe
[12] elpais.com
[9] occrp.org
[7] pulitzercenter.org
[7] eldiario.es
[7] ladatacuenta.com
[6] infobae.com
[5] youtube.com
[5] republik.ch

Top Domains in Tweet in G10:
[42] twitter.com
[13] elconfidencial.com
[6] youtube.com
[6] consortiumnews.com
[3] yahoo.com
[2] vis.social
[2] madrid.org
[2] galapagar.es
[2] elsaltodiario.com
[2] psoe.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[153] cop27
[117] electionday
[112] election2022
[78] 30daymapchallenge
[75] midterms2022
[65] copolitics
[55] dataviz
[53] ddj
[52] covid19
[51] datajournalism



Top Hashtags in Tweet in G1:
[10] electionday
[6] scotus
[5] usmidtermelections
[5] usmidterm2022
[4] voteblue
[4] nicole
[4] election2022
[4] midterms2022
[4] rstats
[4] harmreduction

Top Hashtags in Tweet in G2:
[61] election2022
[45] electionday
[31] apracecall
[25] midterms2022
[22] dataviz
[18] 30daymapchallenge
[17] rstats
[17] txlege
[16] tx2022
[13] elections

Top Hashtags in Tweet in G3:
[6] mastodon
[4] ukraine
[4] twitter
[4] electionday
[4] howtomastodon
[4] psychedelic
[3] ftx
[3] election2022
[3] crypto
[2] qgis

Top Hashtags in Tweet in G4:
[28] datajournalism
[24] journalism
[16] ddj
[15] cop27
[15] ai
[15] foi
[8] dataviz
[7] journalismai
[7] osint
[6] election

Top Hashtags in Tweet in G5:
[59] copolitics
[16] coleg
[5] election2022
[4] edcolo
[4] midterms2022
[4] co08
[4] cogov
[2] bb24
[2] electionday
[2] stlwx

Top Hashtags in Tweet in G6:
[12] cop27
[4] últimahora
[3] bluecheckshenanigans
[2] datajournalism
[2] banksy
[2] ukraine
[2] cherson
[2] fossilfuel
[2] climateaction
[2] peoplenotpolluters

Top Hashtags in Tweet in G7:
[2] istoematematia
[2] codabr22
[2] dpgc
[2] museumarchive
[2] harvardartmuseums
[2] ripgalcosta
[2] periodismodeprecisión
[2] deeppurple
[2] livemusic
[2] math

Top Hashtags in Tweet in G8:
[9] daphnecaruanagalizia
[6] cop27
[5] slapp
[5] malta
[5] serbia
[4] mediafreedom
[4] ypi3cl22
[4] factcheck
[4] disinformation
[4] slappback

Top Hashtags in Tweet in G9:
[29] colpin2022
[10] colpin
[8] cop27
[7] sanidadpublica
[5] vigilalapandemia
[4] odebrecht
[4] pódcast
[4] nuevo
[4] saramago
[4] costarica

Top Hashtags in Tweet in G10:
[19] sanidadpública
[12] madridselevantael13
[9] afpgraphics
[8] sanidadpublica
[6] salvemoslasurgencias
[6] carlosvive
[5] cop27
[4] alcorcón
[4] galapagar
[4] ayuso

Top Words
Top Words in Tweet in Entire Graph:
[3393] de
[1732] la
[1579] election
[1200] en
[1042] twitter
[838] results
[827] people
[734] like
[677] el
[659] data

Top Words in Tweet in G1:
[469] election
[265] results
[244] twitter
[185] people
[159] vote
[145] like
[129] races
[121] race
[121] senate
[113] state

Top Words in Tweet in G2:
[411] election
[277] results
[261] senate
[261] house
[215] state
[194] vote
[190] races
[179] republican
[166] democrats
[160] race

Top Words in Tweet in G3:
[234] twitter
[130] people
[101] like
[78] ftx
[72] time
[67] election
[61] elon
[59] musk
[58] news
[55] data

Top Words in Tweet in G4:
[111] de
[86] data
[83] die
[82] journalism
[75] und
[70] der
[65] journalists
[60] la
[57] twitter
[49] people

Top Words in Tweet in G5:
[60] #copolitics
[56] election
[46] colorado
[37] race
[36] state
[27] story
[25] women
[24] ballot
[24] votes
[23] news

Top Words in Tweet in G6:
[73] twitter
[45] elon
[34] like
[32] time
[30] people
[23] musk
[22] blue
[20] die
[19] de
[19] der

Top Words in Tweet in G7:
[293] de
[103] da
[102] em
[101] com
[82] para
[59] uma
[56] não
[52] pra
[44] foi
[43] por

Top Words in Tweet in G8:
[27] people
[25] media
[25] like
[23] journalists
[22] twitter
[19] public
[19] covid
[19] und
[18] elon
[16] police

Top Words in Tweet in G9:
[520] de
[251] la
[214] en
[165] el
[81] los
[78] con
[62] por
[59] un
[57] para
[57] las

Top Words in Tweet in G10:
[662] de
[363] la
[260] en
[224] el
[133] del
[120] los
[103] las
[101] por
[88] una
[79] se

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[385] de,la
[259] election,results
[127] en,la
[126] en,el
[125] elon,musk
[119] election,night
[96] senate,race
[86] social,media
[81] midterm,elections
[80] twitter,blue

Top Word Pairs in Tweet in G1:
[89] election,results
[49] election,deniers
[39] abortion,access
[36] 2020,election
[31] live,results
[30] elon,musk
[25] midterm,elections
[24] election,night
[23] denied,2020
[23] abortion,rights

Top Word Pairs in Tweet in G2:
[82] election,results
[52] senate,race
[36] wins,reelection
[35] congressional,district
[31] maricopa,county
[28] red,wave
[26] election,night
[25] control,senate
[25] mail,ballots
[23] breaking,democrat

Top Word Pairs in Tweet in G3:
[27] elon,musk
[25] sam,bankman
[24] bankman,fried
[18] twitter,blue
[13] social,media
[12] climate,change
[11] human,rights
[10] secretary,state
[10] sky,501
[9] twitter,employees

Top Word Pairs in Tweet in G4:
[28] data,journalism
[26] journalist's,toolbox
[15] social,media
[12] resources,journalist's
[12] de,la
[11] tools,training
[11] south,africa
[10] escaped,police
[10] elon,musk
[10] sports,data

Top Word Pairs in Tweet in G5:
[13] #copolitics,#coleg
[12] lauren,boebert
[12] congressional,district
[11] adam,frisch
[8] watch,party
[8] election,night
[7] absentee,ballots
[7] votes,counted
[6] 8th,congressional
[6] yadira,caraveo

Top Word Pairs in Tweet in G6:
[13] elon,musk
[9] twitter,blue
[9] fossil,fuel
[4] child,cyclist
[4] nicht,mehr
[4] de,las
[4] fuel,lobbyists
[4] social,media
[4] account,suspended
[4] blue,ticks

Top Word Pairs in Tweet in G7:
[19] gal,costa
[10] por,isso
[10] bebeto,alves
[8] de,lula
[8] em,brasília
[6] ultralafa,gmail
[6] uma,das
[6] cartunista,ultralafa
[6] de,tiro
[6] pix,cartunista

Top Word Pairs in Tweet in G8:
[8] cruise,ship
[6] aboubakar,hima
[6] arms,dealer
[5] twitter,blue
[5] covid,cases
[5] niger,arms
[4] photographer,arrested
[4] thing,happened
[4] filming,juststopoil
[4] main,concern

Top Word Pairs in Tweet in G9:
[61] de,la
[35] en,el
[32] en,la
[18] de,las
[17] de,los
[14] de,datos
[14] por,la
[13] con,la
[13] de,investigación
[12] periodismo,de

Top Word Pairs in Tweet in G10:
[85] de,la
[34] en,el
[32] en,la
[28] de,las
[26] de,madrid
[24] 15,años
[19] de,los
[14] por,la
[14] miles,de
[14] en,madrid

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@dansinker
@zorakbr
@msoares
@harrisj
@andri65155239
@walthickey
@arena__climate
@chronotope
@daanramos

Top Replied-To in G1:
@dansinker
@elonmusk
@harrisj
@newshomepages
@hodgesmr
@jeremybowers
@kirkman
@adrianblancor
@nate_cohn
@maureenjohnson

Top Replied-To in G2:
@w_r_chase
@frankelavsky
@mattwalshblog
@theeconomist
@casmudde
@eric_nehm
@observablehq
@bpolitics
@drgonzo123
@xenocryptsite

Top Replied-To in G3:
@chronotope
@dontfadeprae
@elonmusk
@caseynewton
@dansinker
@marthedeferrer
@deviantart
@deminlawrence
@edconwaysky
@mikeisaac

Top Replied-To in G4:
@arena__climate
@corinne_podger
@andrejnalin77
@zoeschiffer
@niggi
@bcujournalism
@mmittermeier
@stluedke
@kevmodrome
@shinysci

Top Replied-To in G5:
@walthickey
@chalkbeat
@905wesa
@a_mendelson
@floridagop
@chrislkellerabq
@dillonliam
@bakingbarrister
@toriimacdaddy
@jpanzar

Top Replied-To in G6:
@lillypad
@elonmusk
@bethbourdon
@justkelly_ok
@beccanurse
@mattnavarra
@alibreland
@cz_binance
@esthercrawford
@cbouzy

Top Replied-To in G7:
@msoares
@rosana
@ivg2909
@gduvivier
@padig
@etraudn
@guilherme_amado
@fabiomarton
@bicmuller
@biawabramo

Top Replied-To in G8:
@keith_ng
@benthomasnz
@kiwifarah
@europarl_en
@uglygame
@marcdaalder
@zaichishka
@mikeduncan
@te_taipo
@missgraceusa

Top Replied-To in G9:
@yaykm

Top Replied-To in G10:
@mangelgavilanes
@maartenzam
@datavizsociety

Top Mentioned
Top Mentioned in Entire Graph:
@twitter
@nytimes
@elonmusk
@fivethirtyeight
@washingtonpost
@usatoday
@bbgvisualdata
@verified
@sfchronicle
@texastribune

Top Mentioned in G1:
@sfchronicle
@washingtonpost
@dansinker
@elonmusk
@ap
@jeremybmerrill
@dtkeating
@baltimorebanner
@lennybronner
@wapoengineering

Top Mentioned in G2:
@fivethirtyeight
@nytimes
@bbgvisualdata
@texastribune
@axios
@axiosvisuals
@yuriko_a_s
@natesilver538
@upshotnyt
@bpolitics

Top Mentioned in G3:
@semafor
@nbcnews
@lizrhoffman
@saacksattack
@twitter
@platformer
@sbf_ftx
@jonkeegan
@alfredwkng
@themarkup

Top Mentioned in G4:
@mediahackza
@derspiegel
@paulbradshaw
@propublica
@ire_nicar
@gijn
@icijorg
@algorithmwatch
@jskstanford
@icfj

Top Mentioned in G5:
@19thnews
@ceostroff
@walthickey
@fishnette
@jesseapaul
@vlajournaliste
@timesunion
@opensecretsdc
@wsj
@thisisinsider

Top Mentioned in G6:
@global_witness
@zellaquixote
@elonmusk
@clhubes
@noel_mas
@quiztime
@grist
@lilydont
@cz_binance
@electcalculus

Top Mentioned in G7:
@folha
@ricardostuckert
@reporterb
@pontejornalismo
@msoares
@caetanoveloso
@agenciapublica
@ue
@castrocaroline
@fabiopvictor

Top Mentioned in G8:
@krikrs
@hertspolice
@tomsdinner
@riffreporter
@techreview
@nujofficial
@efjeurope
@davidcasamep
@juststopoil
@ace_national

Top Mentioned in G9:
@el_pais
@convocape
@infobae
@spcrucianelli
@armandoinfo
@danielacastro32
@jopoliszuk
@arubiocampana
@lamarea_com
@occrp

Top Mentioned in G10:
@idiazayuso
@leymarta
@madrid
@afp
@psoe
@sanchezcastejon
@lsfernandez57
@apuntnoticies
@carlos16vive
@eruizescudero

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@httweets
@limportant_fr
@abscbnnews
@glitchtvbot
@bluradioco
@rapplerdotcom
@infobae
@reuters
@business

Top Tweeters in G1:
@tigerbeat
@asteris
@blackamazon
@latimes
@washingtonpost
@itsthebrandi
@thedailybeast
@wtop
@cbsnews
@ap

Top Tweeters in G2:
@business
@db_bahn
@nytimes
@abc
@marketwatch
@scmpnews
@therickwilson
@joshkraushaar
@theeconomist
@gma

Top Tweeters in G3:
@skynews
@cnbc
@foxnews
@bostonglobe
@thr
@forbes
@doctorow
@torontostar
@cnn
@nycsouthpaw

Top Tweeters in G4:
@straits_times
@time
@nba
@tagesspiegel
@cbsphiladelphia
@msnbc
@eliothiggins
@thetimes
@chrislepkowski
@derspiegel

Top Tweeters in G5:
@businessinsider
@9news
@whysharksmatter
@joshtpm
@denverpost
@thisisinsider
@avalanche
@andr6wmale
@davidshepardson
@politicsinsider

Top Tweeters in G6:
@frances_coppola
@biasedgirl
@schmidtlepp
@elconfidencial
@efenoticias
@chrisgeidner
@petefrasermusic
@chinchillazllla
@zdf
@srirachachau

Top Tweeters in G7:
@folha
@uolnoticias
@uol
@gzhdigital
@bicmuller
@rosana
@interbr
@nadanovonofront
@carapanarana
@ashagony

Top Tweeters in G8:
@chiller
@hitlerpuncher
@zaichishka
@guardian_sport
@lewsos
@lbc
@scattermoon
@li_politico
@rollingstone
@willblackwriter

Top Tweeters in G9:
@infobae
@el_pais
@bfmtv
@rtve
@eldiarioes
@readwise
@heraldoes
@republica_com
@rusosnith
@edugalan

Top Tweeters in G10:
@la_ser
@afp
@dingo40378066
@naiz_info
@lauraborras
@ailaxy
@psoe
@podemos
@elsaltodiario
@boye_g


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