list:19390498 filter:links until:2022-07-25, Twitter, 7/25/2022 8:21:26 PM, 279540


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list:19390498 filter:links until:2022-07-25 Twitter NodeXL SNA Map and Report for Monday, 25 July 20
list:19390498 filter:links until:2022-07-25 Twitter NodeXL SNA Map and Report for Monday, 25 July 20
From:
SMRFoundation
Uploaded on:
July 25, 2022
Short Description:
list:19390498 filter:links until:2022-07-25 via NodeXL https://bit.ly/3BlLSut
@gavinsblog
@chronotope
@nytimes
@mariaramirezny
@adolflow
@washingtonpost
@alexselbyb
@arubiocampana
@msoares
@dancow

Top hashtags:
#ddj
#dataviz
#otd
#heatwave
#covid19
#rstats

Description:
Description
The graph represents a network of 7,954 Twitter users whose recent tweets contained "list:19390498 filter:links until:2022-07-25", 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, 25 July 2022 at 18:14 UTC.

The tweets in the network were tweeted over the 9-day, 8-hour, 49-minute period from Friday, 15 July 2022 at 15:08 UTC to Sunday, 24 July 2022 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 : 7954
Unique Edges : 13738
Edges With Duplicates : 8807
Total Edges : 22545
Number of Edge Types : 5
Retweet : 5875
Tweet : 6597
Replies to : 805
Mentions : 5464
MentionsInRetweet : 3804
Self-Loops : 6692
Reciprocated Vertex Pair Ratio : 0.033051927365403
Reciprocated Edge Ratio : 0.0639888983116182
Connected Components : 208
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 7180
Maximum Edges in a Connected Component : 21105
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.755775
Graph Density : 0.000205048638624688
Modularity : 0.551878
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,954 Twitter users whose recent tweets contained "list:19390498 filter:links until:2022-07-25", 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, 25 July 2022 at 18:14 UTC.

The tweets in the network were tweeted over the 9-day, 8-hour, 49-minute period from Friday, 15 July 2022 at 15:08 UTC to Sunday, 24 July 2022 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 until:2022-07-25
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:
[42] https://opennews.org/2022-survey
[23] https://projects.newsday.com/long-island/tracking-the-coronavirus-on-long-island/
[19] https://uebermedien.de/74182/die-ard-kauft-dem-dfb-werbefilme-ab-und-verkauft-sie-dem-publikum-als-dokumentationen/
[17] https://www.washingtonpost.com/politics/2022/07/15/biden-saudi-mbs/
[17] http://ow.ly/c19R50HgpSk
[17] http://ow.ly/k5PU50HgpSj
[17] https://www.thebureauinvestigates.com/stories/2022-07-15/his-companies-made-a-deal-for-138m-of-taxpayers-money.-where-has-it-gone
[16] https://ig.ft.com/rebuilding-one-street-in-ukraine/
[14] https://pressgazette.co.uk/future-of-media-awards-shortlist/
[13] https://theprint.in/economy/does-development-mean-more-women-in-work-yes-in-pakistan-but-not-india-says-world-bank-study/1027868/

Top URLs in Tweet in G1:
[27] https://opennews.org/2022-survey
[17] http://ow.ly/c19R50HgpSk
[17] http://ow.ly/k5PU50HgpSj
[12] https://www.azcentral.com/.cam/refresh?return=aHR0cHM6Ly93d3cuYXpjZW50cmFsLmNvbS9pbi1kZXB0aC9uZXdzL2xvY2FsL2FyaXpvbmEtaW52ZXN0aWdhdGlvbnMvMjAyMi8wNy8xOC9hcml6b25hLXJha2VzLWluLW1pbGxpb25zLWZyb20tcHJpc29uLWxhYm9yLzk3MjQyOTUwMDIv
[11] https://www.politico.com/news/2022/07/18/dhs-location-data-aclu-00046208
[10] https://www.propublica.org/getinvolved/help-propublica-investigate-we-buy-houses-practices
[10] https://www.washingtonpost.com/politics/2022/07/15/biden-saudi-mbs/
[10] https://www.statnews.com/2022/07/18/health-care-ceo-compensation-2021/
[10] https://edition.cnn.com/2022/07/16/politics/top-issue-polls-abortion/index.html
[9] https://www.propublica.org/article/florida-felonies-voter-fraud

Top URLs in Tweet in G2:
[17] https://www.thebureauinvestigates.com/stories/2022-07-15/his-companies-made-a-deal-for-138m-of-taxpayers-money.-where-has-it-gone
[16] https://ig.ft.com/rebuilding-one-street-in-ukraine/
[14] https://pressgazette.co.uk/future-of-media-awards-shortlist/
[9] https://ft.com/rebuilding-one-street-in-ukraine
[8] https://www.ft.com/video/0453065a-a334-4e80-895c-fae86c3dd1fb
[7] http://www.thetimes.co.uk/tto/public/acs
[6] https://www.telegraph.co.uk/news/uk/nhs-england-best-worst-trust-near-me-postcode-waiting-times/
[6] https://www.thetimes.co.uk/article/tory-members-are-making-the-decision-but-do-they-represent-public-opinion-m80jnscqq
[6] https://www.thecourier.co.uk/fp/courier-investigations/2703714/dundee-ww1-victims/
[6] https://www.thetimes.co.uk/article/fc23ea2a-0784-11ed-a986-fc91b4ad48f0?shareToken=45fa84fd774d89318b3f0a4d66a0e523

Top URLs in Tweet in G3:
[8] https://www.eldiario.es/sociedad/ola-calor-provincia-compara-temperatura-verano-historica-calentamiento-mapas-graficos-julio-25_1_9165639.html
[8] https://mastermaldita.es/
[7] https://especiales.eldiario.es/contaminacion-agua-macrogranjas/
[6] https://www.datadista.com/suscripcion/
[6] https://fleetstreet.substack.com/p/entrevista-a-maria-ramirez-el-periodico?r=1spjz&s=r&utm_campaign=post&utm_medium=email
[6] https://elpais.com/internacional/2022-07-17/barcos-fantasma-rusos-para-robar-cereal-en-ucrania.html
[6] https://www.elconfidencial.com/espana/2022-07-15/fronteras-industria-control-migratorio_3460287/
[6] https://gijn.org/2022/07/15/data-journalism-top-10-uber-files-rebuilding-notre-dame-guns/
[5] https://elpais.com/podcasts/hoy-en-el-pais/2022-07-22/por-que-hay-que-hablar-mas-de-videojuegos.html
[5] https://www.republica.com/historia/teresa-de-escoriaza-la-primera-enviada-especial-a-una-guerra-20220722-19581469939/

Top URLs in Tweet in G4:
[6] https://twitter.com/Independent_ie/status/1548897871096909825
[6] https://twitter.com/LawGovDCU/status/1549686115229106176
[4] https://www.irishtimes.com/ireland/dublin/2022/07/19/dublins-south-william-street-to-be-fully-pedestrianised/
[4] https://www.irishtimes.com/crime-law/courts/2022/07/19/judge-strikes-out-developers-case-against-eight-killiney-residents/
[4] https://twitter.com/LizCarolan/status/1549831095021178880
[4] https://www.cats.org.uk/support-us/pawsome-players
[2] https://twitter.com/FenitN/status/1548306288777408513
[2] https://twitter.com/ReallyAmerican1/status/1548364481587060737
[2] https://www.dailykos.com/stories/2022/7/22/2111914/-Two-decades-of-Alzheimer-s-research-may-be-based-on-deliberate-fraud-that-has-cost-millions-of-lives
[2] https://www.swr.de/swraktuell/rheinland-pfalz/niedrige-rheinpegel-frachtschiffe-100.html

Top URLs in Tweet in G5:
[7] https://twitter.com/vonderleyen/status/1549008925806268416
[7] https://newsletter.theoutlier.co.za/
[6] https://jamlab.africa/behind-africas-data-journalism-boom/
[6] https://earthjournalism.net/program-updates/ejn-awards-grants-to-media-organizations-in-haiti-south-africa-and-israel-to
[6] https://www.zeit.de/politik/ausland/2022-07/nso-pegasus-ueberwachung-klage-untersuchungsausschuss
[6] https://charts.theoutlier.co.za/
[5] https://www.spiegel.de/
[5] https://twitter.com/jamlabafrica/status/1549650317930663936
[5] https://charts.theoutlier.co.za/chart-view/83019
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fthe-tools-we-use-to-run-our-data-journalism-business-9b3698ad8635

Top URLs in Tweet in G6:
[3] https://www.usatoday.com/story/opinion/2022/07/20/uvalde-tiroteo-informe-espanol-comite-camara-representates-texas/10107180002/
[2] https://twitter.com/AlmeidaPP_/status/1547666448897568771
[2] https://twitter.com/JulianMaciasT/status/1547526511648980992
[2] https://twitter.com/NickKnudsenUS/status/1547259907275075584
[2] https://www.fundacionangelllorca.org/2022/07/57-anos-sin-justa/
[2] https://www.deia.eus/actualidad/sociedad/2022/07/15/jesus-uzkudun-llamaron-neumologia-evidentemente-5818561.html
[2] https://twitter.com/el_pais/status/1547476237043388416?s=20&t=fGGe3_Slm7L8Iq0wmk3HiA
[2] https://www.rtve.es/play/videos/directo/canales-lineales/24h/
[2] https://twitter.com/NATO/status/1547193876410093570
[2] https://www.youtube.com/watch?v=tzoJ_UVBV7w


Top URLs in Tweet in G7:
[6] https://digiphile.medium.com/as-local-news-struggles-a-river-of-pink-slime-sites-pollutes-civic-discourse-across-america-a438c4e10238
[5] https://oklahomawatch.org/2022/07/19/federal-auditors-want-oklahoma-to-return-at-least-650000-of-governors-covid-19-relief-funds/
[4] https://www.axios.com/2022/07/22/trump-2025-radical-plan-second-term
[4] https://covid.gov/
[4] https://www.denverpost.com/2022/07/21/colorado-river-drought-water-crisis-west/
[3] https://coloradosun.com/2022/07/18/colorado-july-2022-fundraising/
[3] https://apnews.com/article/voting-rights-2022-midterm-elections-covid-health-wisconsin-c61fa93a12a1a51d6d9f4e0a21fa3b75
[3] https://coloradosun.com/2022/07/20/senate-majority-pac-colorado-republican-primaru/
[3] https://iowastartingline.com/2022/07/13/whats-happening-with-the-vinton-public-library/
[3] https://foreignpolicy.com/2022/07/16/immigration-us-technology-companies-work-visas-china-talent-competition-universities/

Top URLs in Tweet in G8:
[8] https://www.upliftcampaigns.com/azballotreturns
[8] https://jenniferdaniel.substack.com/p/introducing-emoji-kitchen-
[7] https://www.nytimes.com/interactive/2022/07/19/climate/climate-us-government-poll.html
[6] https://boards.greenhouse.io/axios/jobs/4415684
[5] https://www.chalkbeat.org/pages/careers?gh_jid=5225276003
[4] https://twitter.com/i/spaces/1vOxwyMvdkWGB
[3] https://www.spotlightpa.org/statecollege/2022/07/penn-state-football-athletes-sexual-extortion/
[3] https://www.spotlightpa.org/news/2022/07/pa-right-to-know-police-public-records-guide/
[3] https://19thnews.org/19th-news-web-applications-engineer-job-posting/
[3] https://twitter.com/kelliwardaz/status/1549175951065436160

Top URLs in Tweet in G9:
[6] http://convoca.pe/agenda-propia/fiscalia-investiga-ocho-de-los-15-candidatos-gobernadores-regionales-de-peru-libre
[4] https://www.kickante.com.br/vaquinha/colaborando-com-conquistas-251
[4] https://noticias.uol.com.br/cotidiano/ultimas-noticias/2022/07/17/aqui-e-bolsonaro-atirador-citou-presidente-antes-de-atirar-diz-guarda.htm
[4] https://twitter.com/msoares/status/1549409576398848000
[4] https://twitter.com/msoares/status/1550578025946906626
[3] https://twitter.com/DataLagom/status/1550243859174772736
[3] https://lagomdata.com.br/2022/07/21/confira-quem-paga-anuncios-politicos-no-google/
[3] https://us02web.zoom.us/webinar/register/WN_6EUIcMBmT6aiqxT8FMMYOg
[2] https://www1.folha.uol.com.br/poder/2022/07/assassinato-de-petista-em-foz-do-iguacu-teve-motivo-torpe-conclui-policia.shtml?utm_source=twitter&utm_medium=social&utm_campaign=comptw
[2] https://twitter.com/abraji/status/1550480786629050368

Top URLs in Tweet in G10:
[3] https://www.hollywoodreporter.com/movies/movie-features/marvel-movie-math-comic-creators-1235183158/
[3] https://www.politico.com/news/2022/07/18/google-data-states-track-abortions-00045906
[3] https://twitter.com/PGDynes/status/1549409436099289088
[3] https://scheduler.hope.net/new-hope/talk/YMEZ8K/
[3] https://medium.com/@mattdoig/sex-meth-lies-and-journalism-db0e2e805900
[2] https://twitter.com/ScottGottliebMD/status/1551208796072157190
[2] https://twitter.com/slooterman/status/1549740409500344323
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4165630
[2] https://www.cjr.org/special_report/internet-online-culture.php
[2] https://www.publishersweekly.com/pw/by-topic/industry-news/publisher-news/article/89894-harpercollins-union-workers-hit-the-picket-line.html

Top Domains
Top Domains in Tweet in Entire Graph:
[3747] twitter.com
[279] co.uk
[275] washingtonpost.com
[241] nytimes.com
[180] trib.al
[164] youtube.com
[123] ft.com
[109] theguardian.com
[104] propublica.org
[98] ajc.com

Top Domains in Tweet in G1:
[738] twitter.com
[98] propublica.org
[98] ajc.com
[95] nytimes.com
[95] trib.al
[77] washingtonpost.com
[38] opennews.org
[36] ow.ly
[35] apnews.com
[28] cnn.com

Top Domains in Tweet in G2:
[326] twitter.com
[188] co.uk
[104] ft.com
[41] newstatesman.com
[27] economist.com
[22] thebureauinvestigates.com
[20] trib.al
[18] org.uk
[17] theguardian.com
[14] gov.uk

Top Domains in Tweet in G3:
[172] twitter.com
[78] eldiario.es
[68] elpais.com
[26] reuters.com
[16] nytimes.com
[16] elconfidencial.com
[16] gijn.org
[15] theguardian.com
[14] trib.al
[14] ladatacuenta.com

Top Domains in Tweet in G4:
[158] twitter.com
[10] irishtimes.com
[10] businesspost.ie
[8] co.uk
[8] thejournal.ie
[8] org.uk
[7] wsj.com
[6] ft.com
[6] theguardian.com
[5] washingtonpost.com

Top Domains in Tweet in G5:
[95] twitter.com
[52] co.za
[20] spiegel.de
[16] medium.com
[8] dataphyte.com
[7] jamlab.africa
[7] zeit.de
[6] earthjournalism.net
[5] gijn.org
[5] mailchi.mp

Top Domains in Tweet in G6:
[53] twitter.com
[12] usatoday.com
[8] eldiario.es
[6] rtve.es
[6] youtube.com
[6] elconfidencial.com
[4] elpais.com
[4] eltiodelmazo.com
[3] cadenaser.com
[3] wikipedia.org

Top Domains in Tweet in G7:
[134] twitter.com
[27] coloradosun.com
[22] washingtonpost.com
[19] nytimes.com
[13] oklahomawatch.org
[8] denverpost.com
[8] medium.com
[7] cpr.org
[6] theatlantic.com
[6] nd-aktuell.de

Top Domains in Tweet in G8:
[112] twitter.com
[14] nytimes.com
[12] substack.com
[12] qz.com
[9] chalkbeat.org
[8] spotlightpa.org
[8] upliftcampaigns.com
[7] washingtonpost.com
[6] greenhouse.io
[6] 19thnews.org

Top Domains in Tweet in G9:
[128] twitter.com
[88] com.br
[26] convoca.pe
[25] youtube.com
[16] globo.com
[12] org.br
[8] lemonde.fr
[7] zoom.us
[6] apublica.org
[6] bbc.com

Top Domains in Tweet in G10:
[144] twitter.com
[14] nytimes.com
[9] bloomberg.com
[8] washingtonpost.com
[8] gizmodo.com
[8] wsj.com
[8] vox.com
[7] substack.com
[6] cnbc.com
[5] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[96] ddj
[82] dataviz
[53] otd
[51] heatwave
[46] covid19
[42] rstats
[36] fecfilingday
[30] journalism
[29] weuro2022
[28] foi



Top Hashtags in Tweet in G1:
[36] fecfilingday
[32] otd
[22] journalism
[14] ncpol
[13] gapol
[10] apollo11
[8] uvalde
[8] 1u
[7] journalists
[6] ad

Top Hashtags in Tweet in G2:
[28] foi
[16] heatwave
[14] ddj
[13] heatwave2022
[11] dataviz
[7] journojobs
[4] roevwade
[3] weatheraware
[3] breaking
[3] thurrock

Top Hashtags in Tweet in G3:
[8] periodismo
[6] ucraina
[6] estarenbabia
[6] iiff
[5] javascript
[4] incendie
[4] incendiegironde
[4] latestedebuch
[4] landiras
[4] lafirmadedios

Top Hashtags in Tweet in G4:
[21] nzlvire
[10] nzvire
[6] teamofus
[6] stray
[4] thedeadhouse
[4] restinpowervicky
[4] ukraine
[4] straygame
[2] ukrainerussianwar
[2] standwithukraine

Top Hashtags in Tweet in G5:
[18] panamapapers
[16] dataphyte
[11] ourworldincharts
[10] ai
[10] datafordevelopment
[10] disinfo
[8] climatechange
[8] dailydatacard
[7] journalismai
[6] wildeye

Top Hashtags in Tweet in G6:
[16] otd
[10] tdf2022
[6] madrid
[6] quiñonesdimision
[6] infocal
[6] cyl
[6] 18jyocondeno
[4] afpgraphics
[4] dataviz
[4] ifmonsagro

Top Hashtags in Tweet in G7:
[19] copolitics
[5] cowx
[4] okleg
[3] cosen
[3] florida
[3] framers
[3] covid19
[3] riseandshine2022
[2] lgbt
[2] lgbtq

Top Hashtags in Tweet in G8:
[2] midwest
[2] engagement
[2] engagedjournalism
[2] artoftheday
[2] arthistory
[2] mentalhealth
[2] clivebarker
[2] justlikehome
[2] edcolo
[2] trans

Top Hashtags in Tweet in G9:
[21] eldip2022
[12] nuevo
[5] tdf2022
[4] museumofmodernart
[4] museumarchive
[2] kickanterealiza
[2] crowdfunding
[2] vaquinhaonline
[2] vaquinha
[2] ecommerce

Top Hashtags in Tweet in G10:
[3] itme
[2] badfaithmedicine
[2] steamdeck
[2] winamp
[2] follow
[2] midrange
[2] thursday
[2] adppa
[2] cynic
[2] adtech

Top Words
Top Words in Tweet in Entire Graph:
[4064] de
[1931] la
[1546] en
[1242] el
[788] data
[697] people
[692] un
[588] like
[584] los
[547] por

Top Words in Tweet in G1:
[187] people
[183] data
[130] news
[124] state
[122] like
[119] story
[111] work
[105] abortion
[99] time
[89] health

Top Words in Tweet in G2:
[141] data
[87] uk
[74] people
[64] team
[62] week
[57] like
[53] read
[52] time
[49] good
[47] story

Top Words in Tweet in G3:
[1349] de
[642] la
[626] en
[560] el
[297] un
[241] por
[230] los
[195] con
[193] las
[161] del

Top Words in Tweet in G4:
[39] like
[37] climate
[32] people
[30] russian
[30] uk
[25] russia
[22] ukraine
[22] government
[22] great
[21] 000

Top Words in Tweet in G5:
[96] data
[45] africa
[45] journalism
[40] de
[29] read
[29] und
[28] news
[25] tools
[24] world
[21] derspiegel

Top Words in Tweet in G6:
[1095] de
[610] la
[469] en
[417] el
[250] los
[173] se
[172] del
[165] las
[149] un
[148] es

Top Words in Tweet in G7:
[36] people
[29] good
[28] public
[25] like
[25] state
[24] die
[24] covid
[22] local
[22] 000
[22] potus

Top Words in Tweet in G8:
[36] like
[28] data
[26] news
[25] trump
[23] gop
[23] emoji
[22] work
[21] story
[20] people
[20] read

Top Words in Tweet in G9:
[579] de
[133] da
[111] la
[108] em
[95] com
[89] por
[74] en
[73] para
[69] não
[63] uma

Top Words in Tweet in G10:
[36] people
[33] like
[28] data
[21] time
[21] abortion
[20] company
[19] media
[19] climate
[19] work
[18] good

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[444] de,la
[193] en,el
[147] en,la
[141] de,los
[110] climate,change
[87] de,las
[65] data,journalism
[59] con,el
[54] por,el
[52] journalist's,toolbox

Top Word Pairs in Tweet in G1:
[52] journalist's,toolbox
[28] health,care
[24] resources,journalist's
[22] supreme,court
[21] mental,health
[21] toolbox,subscribe
[20] breaking,news
[20] secret,service
[19] toolbox,newsletter
[19] tools,training

Top Word Pairs in Tweet in G2:
[33] cost,living
[22] climate,change
[21] liz,truss
[19] future,media
[19] media,awards
[16] tory,leadership
[16] rishi,sunak
[16] living,crisis
[15] data,journalist
[15] 138m,taxpayers'

Top Word Pairs in Tweet in G3:
[168] de,la
[82] en,el
[56] de,los
[39] través,de
[38] en,la
[34] de,las
[31] por,el
[26] con,el
[25] de,calor
[24] en,españa

Top Word Pairs in Tweet in G4:
[8] climate,change
[8] climate,action
[8] wear,mask
[6] terribly,sad
[6] a_i,hkdevblog
[6] green,image
[6] extreme,heat
[6] mask,better
[4] state,tv
[4] russian,forces

Top Word Pairs in Tweet in G5:
[34] data,journalism
[9] john,doe
[8] #panamapapers,icijorg
[8] f_obermaier,b_obermayer
[8] world,population
[7] interview,b_obermayer
[7] south,african
[7] schools,libraries
[7] de,la
[6] stayed,silent

Top Word Pairs in Tweet in G6:
[134] de,la
[82] en,la
[66] en,el
[65] de,los
[34] de,julio
[30] con,el
[29] de,las
[28] en,las
[26] más,de
[26] la,sexta

Top Word Pairs in Tweet in G7:
[14] covid,19
[10] voting,rights
[10] wear,mask
[8] public,health
[7] social,media
[7] 650,000
[6] supreme,court
[6] jaws,camp
[6] camp,2022
[6] heidi,ganahl

Top Word Pairs in Tweet in G8:
[8] emoji,kitchen
[7] bedrock,usa
[7] far,right
[6] data,viz
[6] viz,journalist
[6] journalist,axios
[6] axios,role
[6] role,daily
[6] daily,requests
[6] requests,team

Top Word Pairs in Tweet in G9:
[19] de,la
[12] de,datos
[11] deep,purple
[11] de,hoje
[10] de,investigación
[9] en,el
[8] plano,era
[8] era,deixar
[8] deixar,morrer
[8] periodismo,de

Top Word Pairs in Tweet in G10:
[5] fossil,fuels
[5] health,care
[4] feels,like
[4] president,biden
[4] abortion,pill
[4] care,providers
[4] national,emergency
[4] technology,services
[4] genuinely,asking
[4] data,collection

Top Replied-To
Top Replied-To in Entire Graph:
@healthcareandy
@kathrynschulz
@minneapolisfed
@msoares
@ndhapple
@noahpinion
@arubiocampana
@burk504
@callipygian0
@washingtonpost

Top Replied-To in G1:
@ndhapple
@palewire
@matthew_daniels
@mattwaite
@hunter_owens
@drmistercody
@milesklee
@broderick
@smfrogers
@a_l

Top Replied-To in G2:
@callipygian0
@davidshor
@rjkduggan
@l_a_kelly
@pennymordaunt
@ftdata
@christopherhope
@noahpinion
@arthistorynews
@olihawkins

Top Replied-To in G3:
@arubiocampana
@eduardosuarez
@patriciasimon
@rsf_esp
@mrmetlhed
@bongbongmarcos
@washingtonpost
@gaetanheymes
@miguelrofer
@joseph_messser

Top Replied-To in G4:
@drvconway
@spotterirish
@rickoshea
@ocallaghancian
@brianmaxhouston
@lorcanrk
@alanmeaney
@kfloodbl
@davidheniguk
@izakaminska

Top Replied-To in G5:
@outlierafrica
@daveliepmann
@stphnthiel
@dataphyte
@rquinhoneiro
@navinajus
@notionhq
@daswesen
@bugdavem
@chrisripard

Top Replied-To in G6:
@latinapaterson
@ecoloxistesast
@david_alacant

Top Replied-To in G7:
@denverpolice
@joshuap_az
@cdcgov
@secretservice
@offdamountain
@carlmalamud
@jimbodean1984
@waltmossberg
@kbandersen
@ilvestoomas

Top Replied-To in G8:
@77777rep
@stephen_richer
@sarhutch
@w_r_chase
@jaymekfraser
@jessicahuseman
@heynowmags
@gmstoner
@vjonesradio
@rstshackleford

Top Replied-To in G9:
@msoares
@_pinheira
@lumoherdaui
@fuscowilson
@milagsalazar
@davidcoverdale
@noseconexoes
@sampancher
@garfonasopa
@italonsoares

Top Replied-To in G10:
@burk504
@martykihn
@jeffjarvis
@jesslynnrose
@daily_express
@alex
@log3overlog2
@shortformernie
@noahpinion
@jessthevc

Top Mentioned
Top Mentioned in Entire Graph:
@sz
@nytimes
@propublica
@washingtonpost
@thetimes
@eldiarioes
@el_pais
@nikhilrampal1
@potus
@zeitonline

Top Mentioned in G1:
@propublica
@nytimes
@gannett
@ap
@opennews
@statesman
@nabj
@washingtonpost
@ajc
@atlbiztechunion

Top Mentioned in G2:
@thetimes
@tbij
@maxseddon
@elmorrice
@joelysantacruz
@theeconomist
@pressgazette
@dan_clark5
@carolinenevitt
@gelliottmorris

Top Mentioned in G3:
@eldiarioes
@el_pais
@arubiocampana
@datadista
@kikollan
@lemondefr
@mastermaldita
@reuters
@republica_com
@guardian

Top Mentioned in G4:
@a_i
@hkdevblog
@hawkswellsligo
@wired
@irishrugby
@northweststop
@zevireland
@thejournal_ie
@catsprotection
@bbc_ua

Top Mentioned in G5:
@code4africa
@derspiegel
@b_obermayer
@mediahackza
@f_obermaier
@icijorg
@dataphyte
@benon_oluka
@outlierafrica
@earthjournalism

Top Mentioned in G6:
@jcyl
@usatoday
@sanchezcastejon
@naturalezacyl
@zumosolespana
@madrid
@arbalavieja
@eeamadrid
@arribalasramas
@afp

Top Mentioned in G7:
@potus
@whitehouse
@cdcgov
@whcovidresponse
@jpalmerokc
@washingtonpost
@nytimes
@reesejgorman
@denverchannel
@secretservice

Top Mentioned in G8:
@axios
@chalkbeatny
@citylab
@19thnews
@rainforest_rin
@flatwaterfreep
@nytmag
@hollyerosewood
@karrin4arizona
@karilake

Top Mentioned in G9:
@convocape
@folha
@milagsalazar
@agenciapublica
@rcarvajal85
@youtube
@revistapiaui
@estadao
@uolnoticias
@uol

Top Mentioned in G10:
@ebiquityglobal
@hopeconf
@thr
@taylorlorenz
@fka_tabs
@broderick
@rebexxxxa
@nonlinearnotes
@maniraho
@harpercollins

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@independent
@delta
@el_universal_mx
@daily_express
@limportant_fr
@httweets
@thehill
@dailystar
@bluradioco

Top Tweeters in G1:
@thehill
@business
@businessinsider
@nytimes
@wbaltv11
@newschannelnine
@gustavoarellano
@washingtonpost
@abc
@cnn

Top Tweeters in G2:
@thesun
@skynews
@bbcnews
@telegraph
@birmingham_live
@metrouk
@bbcworld
@mennewsdesk
@financialtimes
@theeconomist

Top Tweeters in G3:
@el_universal_mx
@dailystar
@repubblica
@reuters
@guardian
@el_pais
@elperiodico
@corriere
@lesechos
@le_parisien

Top Tweeters in G4:
@limportant_fr
@frances_coppola
@independent_ie
@thejournal_ie
@eliothiggins
@ballsdotie
@lbc
@gavreilly
@thisisinsider
@networkrail

Top Tweeters in G5:
@ottlegalrebels
@nationafrica
@ntvkenya
@discord
@forbes
@bernamadotcom
@kbcchannel1
@derspiegel
@ipfconline1
@olivermathenge

Top Tweeters in G6:
@elhuffpost
@publico_es
@rtvenoticias
@usatoday
@la_ser
@rosamariaartal
@afp
@telemadrid
@sacedator
@antoniomaestre

Top Tweeters in G7:
@foxnews
@denverchannel
@hertz
@denverpost
@digiphile
@deanobeidallah
@craigtimes
@ryanlcooper
@jmartnyt
@ilvestoomas

Top Tweeters in G8:
@politico
@abc15
@nicolefroio
@adamgreattweet
@qz
@kitoconnell
@shereeny
@emilyvdw
@citylab
@axios

Top Tweeters in G9:
@infobae
@folha
@uolnoticias
@uol
@estadao
@choracuica
@df_porto
@scmpnews
@blogdonoblat
@lajeunerusse

Top Tweeters in G10:
@daily_express
@angryblacklady
@thr
@lenubienne
@time
@noahpinion
@cbsnews
@ericgeller
@mathewi
@starbucks


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