list:19390498 filter:links since:2022-09-19 until:2022-09-26, Twitter, 9/26/2022 2:53:18 PM, 282204


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list:19390498 filter:links since:2022-09-19 until:2022-09-26 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2022-09-19 until:2022-09-26 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
September 26, 2022
Short Description:
list:19390498 filter:links since:2022-09-19 until:2022-09-26 via NodeXL https://bit.ly/3rfeT4p
@chronotope
@nytimes
@ona
@gavinsblog
@msoares
@ap
@arijitdsen
@agustin_icij
@digiphile
@guardian

Top hashtags:
#ona22
#dataviz
#mahsaamini
#otd
#covid19
#مهسا_امینی
#fiona

Description:
Description
The graph represents a network of 7,721 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-09-19 until:2022-09-26", 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, 26 September 2022 at 13:25 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 19 September 2022 at 00:05 UTC to Sunday, 25 September 2022 at 23:56 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 : 7721
Unique Edges : 13549
Edges With Duplicates : 8641
Total Edges : 22190
Number of Edge Types : 5
Replies to : 696
Retweet : 5783
Tweet : 6340
Mentions : 5506
MentionsInRetweet : 3865
Self-Loops : 6390
Reciprocated Vertex Pair Ratio : 0.0335458167330677
Reciprocated Edge Ratio : 0.0649140390100995
Connected Components : 239
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 6919
Maximum Edges in a Connected Component : 20664
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.801668
Graph Density : 0.000217611882806665
Modularity : 0.547194
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,721 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-09-19 until:2022-09-26", 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, 26 September 2022 at 13:25 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 19 September 2022 at 00:05 UTC to Sunday, 25 September 2022 at 23:56 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:2022-09-19 until:2022-09-26
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:
[63] https://www.ajc.com/gdpr.html
[34] https://www.washingtonpost.com/technology/2022/09/20/social-media-influencers-election-fraud/
[31] https://www.sfchronicle.com/projects/2022/bay-area-housing-power-players/
[30] https://interactives.dallasnews.com/2022/social-sentinel/
[30] https://www.latimes.com/california/story/2022-09-19/the-mental-health-effects-of-living-with-long-covid-how-to-save-a-life
[28] https://www.washingtonpost.com/sports/interactive/2022/nfl-black-head-coaches/
[27] https://www.ft.com/products?location=https%3A%2F%2F%2Fransomware-game%2F
[27] https://docs.google.com/forms/d/e/1FAIpQLScVWL0fernINlzzGosnC_NncLNi55-ufwZSGxaChd4SGBudWA/viewform?usp=send_form
[25] https://github.com/reuters-graphics/example_svelte-graph-patterns
[25] https://reuters-graphics.github.io/example_svelte-graph-patterns/

Top URLs in Tweet in G1:
[27] https://www.washingtonpost.com/technology/2022/09/20/social-media-influencers-election-fraud/
[26] https://www.washingtonpost.com/sports/interactive/2022/nfl-black-head-coaches/
[26] https://www.latimes.com/california/story/2022-09-19/the-mental-health-effects-of-living-with-long-covid-how-to-save-a-life
[23] https://github.com/reuters-graphics/example_svelte-graph-patterns
[23] https://reuters-graphics.github.io/example_svelte-graph-patterns/
[21] https://docs.google.com/forms/d/e/1FAIpQLScVWL0fernINlzzGosnC_NncLNi55-ufwZSGxaChd4SGBudWA/viewform?usp=send_form
[19] https://www.washingtonpost.com/nation/2022/09/21/puerto-rico-hurricane-fiona-flooding/
[17] https://www.lesechos.fr/monde/europe/comment-la-baisse-des-vents-contrarie-leolien-1805514
[13] https://www.washingtonpost.com/business/interactive/2022/cooling-housing-market/
[12] https://www.nytimes.com/interactive/2022/09/22/technology/russia-putin-surveillance-spying.html

Top URLs in Tweet in G2:
[26] https://www.ft.com/products?location=https%3A%2F%2F%2Fransomware-game%2F
[18] https://www.gofundme.com/f/nazarbayev-fund-vs-the-bureau-and-opendemocracy
[13] https://www.theguardian.com/world/2022/sep/21/four-media-outlets-facing-libel-claims-over-reporting-nursultan-nazarbayev-fund
[12] https://ft.com/ransomware-game
[9] https://www.thebureauinvestigates.com/stories/2022-09-22/nestle-supplier-used-brazilian-beef-from-seized-indigenous-land
[6] https://boards.greenhouse.io/financialtimes33/jobs/4081107101
[6] https://ppa30under30.co.uk/2022/en/page/student-of-the-year-2022
[5] https://www.bbc.co.uk/news/health-62569344
[4] https://twitter.com/gabriel_pogrund/status/1573720354555678720
[4] https://www.ft.com/content/3a0c52cd-acbb-483c-a7ac-01fe7cd4e89e?shareType=nongift

Top URLs in Tweet in G3:
[61] https://www.ajc.com/gdpr.html
[21] https://interactives.dallasnews.com/2022/social-sentinel/
[18] https://www.ajc.com/gdpr.html?utm_campaign=snd-autopilot
[11] https://twitter.com/AustinNewsGuild/status/1572712709279608832
[11] https://twitter.com/ArijitDSen/status/1572206819920969730
[8] https://www.ajc.com/gdpr.html?utm_campaign=snd-autopilot&ecmp=norfu&utm_medium=social&utm_source=norfu_tw
[8] https://pudding.cool/2022/09/cdmx/
[7] http://interactives.dallasnews.com/2022/social-sentinel/
[7] https://apnews.com/article/2022-midterm-elections-afghanistan-ohio-campaigns-e75d2566635f11f49332bd1c46711999
[6] https://www.ajc.com/gdpr.html?utm_campaign=snd-autopilot&ecmp=pg&utm_medium=social&utm_source=pg_tw

Top URLs in Tweet in G4:
[7] https://www.latimes.com/california/story/2022-09-19/fuhrmann-memoriam
[6] https://www.startribune.com/how-planting-trees-fights-racial-inequity-and-climate-change-in-twin-cities-poorest-neighborhoods/600208935/
[6] https://nebraskapublicmedia.org/en/news/news-articles/chadron-state-college-promised-to-honor-a-student-after-her-suicide-her-family-says-theyre-hiding-it/
[6] https://www.ire.org/training/fellowships-and-scholarships/ire-journalist-of-color-investigative-reporting-fellowship/
[6] https://worldle.teuteuf.fr
[5] https://www.startribune.com/kia-hyundai-face-class-action-lawsuits-amid-30-surge-in-twin-cities-auto-thefts/600208102/
[5] https://www.startribune.com/tree-cover-inequality-bipoc-neighborhoods-minneapolis-tornado/600202661/
[5] https://twitter.com/ONA/status/1573042370853179392
[5] https://twitter.com/teamtrace/status/1572922160129216513
[5] https://www.ire.org/training/conferences/dbei-symposium-2022/dbei22-fellowships/

Top URLs in Tweet in G5:
[7] https://www.wired.com/story/covenant-eyes-anti-porn-accountability-monitoring-apps/
[5] https://popular.info/p/the-smoking-gun-in-marthas-vineyard
[5] https://www.gq-magazine.co.uk/politics/article/the-queue-queen-elizabeth
[4] https://www.nytimes.com/2022/09/24/business/nonprofit-hospitals-poor-patients.html
[4] https://interactives.dallasnews.com/2022/social-sentinel/
[4] https://www.buzzfeednews.com/article/kelseyweekman/nyquil-chicken-fda-statement-trend
[4] https://twitter.com/kashhill/status/1571527138980909056
[4] https://www.nytimes.com/2022/09/24/technology/surveillance-footage-instagram.html
[4] https://twitter.com/ArijitDSen/status/1572206819920969730
[4] https://www.consumerreports.org/health/supplements/dangerous-illegal-supplements-promoted-on-facebook-a6605223059/

Top URLs in Tweet in G6:
[5] http://lagomdata.com.br/eleicoes/
[4] https://noticias.uol.com.br/colunas/juliana-dal-piva/2022/09/23/as-visitas-de-jair-bolsonaro-ao-miliciano-adriano-nobrega-na-prisao.htm?utm_source=twitter&utm_medium=social-media&utm_content=geral&utm_campaign=noticias
[4] https://twitter.com/julianadalpiva/status/1573316875672502273
[3] https://noticias.uol.com.br/colunas/juliana-dal-piva/2022/09/23/cla-bolsonaro-condecorou-16-pms-denunciados-em-organizacoes-criminosas.htm?utm_source=twitter&utm_medium=social-media&utm_content=geral&utm_campaign=noticias
[3] https://twitter.com/lara_mesquita/status/1572661778827329537
[3] https://theintercept.com/2022/09/19/aliados-de-ciro-nogueira-no-piaui-usam-matriculas-fantasmas/
[3] https://amazonminingwatch.org/en#3.9/-5/-70
[3] https://www1.folha.uol.com.br/poder/2022/09/o-que-faz-um-partido-ser-de-direita-ou-esquerda-folha-cria-metrica-que-posiciona-legendas.shtml
[2] https://twitter.com/cialetras/status/1561447946259947520
[2] https://twitter.com/tomleao/status/1573342617340870656

Top URLs in Tweet in G7:
[9] https://www.washingtonpost.com/opinions/2022/09/19/primary-turnout-midterm-predictions/
[6] https://minnesotareformer.com/2022/09/19/minnesota-gun-deaths-hit-20-year-high/
[5] https://minnesotareformer.com/briefs/minnesota-used-to-be-a-pioneer-on-ballot-access-but-new-data-suggests-thats-no-longer-the-case/
[5] https://www.washingtonpost.com/dc-md-va/2022/09/22/prredator-catchers-vigilante-justice/?pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJpZCI6IjIyMTgyODciLCJyZWFzb24iOiJnaWZ0IiwibmJmIjoxNjYzODUxMzcyLCJpc3MiOiJzdWJzY3JpcHRpb25zIiwiZXhwIjoxNjY1MDYwOTcyLCJpYXQiOjE2NjM4NTEzNzIsImp0aSI6Ijk5YmFmY2ZmLTM5N2ItNDFiMS05MjVhLWQxM2FkMjc5ZGEwYiIsInVybCI6Imh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS9kYy1tZC12YS8yMDIyLzA5LzIyL3BycmVkYXRvci1jYXRjaGVycy12aWdpbGFudGUtanVzdGljZS8ifQ.2PS_kqhuY76yK-hbGrPDeB41BSzzgF4V0PS_iav3m34&itid=gfta
[5] https://www.washingtonpost.com/business/energy/whats-dangerous-is-americas-lack-of-crime-data/2022/09/18/eb307966-3751-11ed-b8af-0a04e5dc3db6_story.html
[5] https://oklahomawatch.org/2022/09/23/heres-the-reason-recreational-marijuana-isnt-on-the-november-ballot/
[4] https://www.nytimes.com/2022/09/20/upshot/polling-midterms-trust.html
[4] https://twitter.com/SouthwestAir/status/1572284484720168962
[4] https://www.washingtonpost.com/politics/2022/09/19/trump-qanon-conspiracy-theories/
[4] https://www.washingtonpost.com/politics/2022/09/22/trump-hannity-classified-documents/

Top URLs in Tweet in G8:
[25] https://www.sfchronicle.com/projects/2022/bay-area-housing-power-players/
[15] https://www.sfchronicle.com/projects/2022/sf-bay-area-property-map/
[10] https://insideclimatenews.org/news/18092022/drought-wracked-california-allows-oil-companies-to-use-high-quality-water-but-regulators-error-strewn-records-make-accurate-accounting-nearly-impossible/
[8] https://www.sfchronicle.com/projects/2022/veritas-san-francisco-landlord/
[7] https://www.businessinsider.com/old-money-retirees-turbocharging-politics-congress-elections-2022-9
[3] https://twitter.com/OhNoSheTwitnt/status/1571912552476442626
[3] https://www.businessinsider.com/stock-ban-congress-us-house-lawmakers-trading-investing-2022-9
[3] https://twitter.com/eleventhirtyate/status/1573305765196079106
[3] https://www.businessinsider.com/millennials-gen-z-house-candidates-aoc-establishment-red-white-gray-2022-9
[3] https://www.businessinsider.com/financial-conflicts-congress-members-rated-2021-12

Top URLs in Tweet in G9:
[5] https://warnerbros.wd5.myworkdayjobs.com/global/job/NY-New-York-30-Hudson-Yards/Data---Graphics-Editor--CNN-Visuals_R000058874
[5] https://twitter.com/thebrandedgirl/status/1559547860537966593
[4] https://vote.gov/
[4] https://www.theatlantic.com/international/archive/2022/09/giorgia-meloni-italy-election-fascism-mussolini/671515/
[4] https://theappeal.org/doj-deaths-in-custody-failure-missing-deaths/
[3] https://ddot.dc.gov/page/vision-zero-initiative
[3] https://trac.syr.edu/reports/696/
[3] https://www.cato.org/events/foia-government-transparency-report-card
[3] https://www.grid.news/story/politics/2022/09/21/donald-trump-is-embracing-qanon-more-openly-than-ever-before-its-obviously-concerning/
[3] https://theappeal.org/almost-all-abortions-are-now-banned-in-arizona/

Top URLs in Tweet in G10:
[8] https://cadenaser.com/cadena-ser/a-vivir-que-son-dos-dias/
[6] https://mastermaldita.es
[4] https://mastermaldita.es/
[4] https://libros.com/comprar/la-gaceta-olvidada/?utm_source=twitter&utm_medium=autor&utm_campaign=venta&utm_content=la-gaceta-olvidada
[4] https://www.republica.com/entre-adoquines/2022/09/18/esto-es-por-nosotros-pero-tambien-por-ustedes/
[4] https://twitter.com/mjesusespinosa/status/1573189475710410752
[3] https://kiko.llaneras.es/piensa-claro
[3] http://kiko.llaneras.es/piensa-claro
[3] https://www.eldiario.es/blog/al-dia/podcast-asi-fundamos-eldiario-es_132_9561853.html
[3] https://www.eldiario.es/internacional/noam-chomsky-unica-forma-si-existe-posibilidad-solucion-politica-ucrania-intentarlo_1_9564094.html

Top Domains
Top Domains in Tweet in Entire Graph:
[3584] twitter.com
[412] washingtonpost.com
[321] nytimes.com
[240] trib.al
[180] co.uk
[160] youtube.com
[129] ajc.com
[122] theguardian.com
[122] ft.com
[115] latimes.com

Top Domains in Tweet in G1:
[486] twitter.com
[231] washingtonpost.com
[168] nytimes.com
[150] trib.al
[76] latimes.com
[43] usatoday.com
[42] propublica.org
[42] github.io
[33] github.com
[30] google.com

Top Domains in Tweet in G2:
[291] twitter.com
[96] ft.com
[60] co.uk
[34] theguardian.com
[22] gofundme.com
[20] trib.al
[15] sky.com
[13] thebureauinvestigates.com
[12] economist.com
[9] youtube.com

Top Domains in Tweet in G3:
[183] twitter.com
[126] ajc.com
[43] amazon.com
[40] apnews.com
[37] dallasnews.com
[20] latimes.com
[19] nytimes.com
[18] trib.al
[16] politico.com
[15] theguardian.com

Top Domains in Tweet in G4:
[172] twitter.com
[41] startribune.com
[41] bloomberg.com
[20] reviewjournal.com
[19] ire.org
[19] stltoday.com
[18] gijn.org
[13] 19thnews.org
[10] latimes.com
[10] washingtonpost.com

Top Domains in Tweet in G5:
[164] twitter.com
[32] nytimes.com
[21] theverge.com
[13] washingtonpost.com
[11] businessinsider.com
[11] statnews.com
[9] gothamist.com
[8] co.uk
[8] wired.com
[7] themarkup.org

Top Domains in Tweet in G6:
[128] twitter.com
[110] com.br
[17] globo.com
[8] youtube.com
[5] infoamazonia.org
[4] nytimes.com
[4] theintercept.com
[4] github.io
[4] spotify.com
[4] bbc.com

Top Domains in Tweet in G7:
[263] twitter.com
[75] washingtonpost.com
[17] nytimes.com
[14] minnesotareformer.com
[12] fivethirtyeight.com
[5] youtube.com
[5] github.com
[5] miamiherald.com
[5] oklahomawatch.org
[5] economist.com

Top Domains in Tweet in G8:
[131] twitter.com
[60] sfchronicle.com
[30] businessinsider.com
[11] insideclimatenews.org
[9] co.uk
[8] numlock.com
[7] nytimes.com
[7] youtube.com
[5] ctinsider.com
[5] trib.al

Top Domains in Tweet in G9:
[95] twitter.com
[17] washingtonpost.com
[13] grid.news
[10] nytimes.com
[9] cnn.com
[8] apnews.com
[7] theappeal.org
[6] theatlantic.com
[6] counterhate.com
[5] vote.gov

Top Domains in Tweet in G10:
[56] twitter.com
[38] elpais.com
[19] eldiario.es
[12] cadenaser.com
[10] mastermaldita.es
[7] republica.com
[6] mapadelterror.com
[6] llaneras.es
[5] elindependiente.com
[5] spotify.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] ona22
[86] dataviz
[82] mahsaamini
[77] otd
[69] covid19
[57] مهسا_امینی
[55] fiona
[49] iran
[48] rstats
[38] datavisualization



Top Hashtags in Tweet in G1:
[52] dataviz
[51] ona22
[33] datavisualization
[26] svelte
[25] oja22
[16] rstats
[15] datascience
[12] data
[10] alert
[10] datajournalism

Top Hashtags in Tweet in G2:
[26] mahsaamini
[25] مهسا_امینی
[13] iranprotests
[10] iran
[10] futuremediaawards
[9] mahsa_amini
[9] ddj
[8] iranrevolution
[7] iranprotests2022
[6] nestlé

Top Hashtags in Tweet in G3:
[59] otd
[28] ad
[20] history
[19] gapol
[8] usandtheholocaustpbs
[6] gawx
[6] onthisday
[5] iran
[4] dayofpeace
[4] bravesontbs

Top Hashtags in Tweet in G4:
[11] ona22
[10] 19threpresents
[7] mahsaamini
[6] worldle
[5] dbei22
[5] jobopen
[5] مهسا_امینی
[4] nicar23
[4] iran
[4] stlcards

Top Hashtags in Tweet in G5:
[10] mahsaamini
[7] مهسا_امینی
[6] mahsa_amini
[6] iran
[3] fiona
[3] puertorico
[3] covid19
[3] surveillance
[3] ai
[2] deception

Top Hashtags in Tweet in G6:
[5] eleições2022
[4] deeppurple
[4] núcleonaseleições
[3] todayinhistory
[3] datavis
[3] historicaldatavis
[3] onthisday
[3] otd
[2] folhaebilóembrasília
[2] económico

Top Hashtags in Tweet in G7:
[15] rstats
[6] mnwx
[6] twitterstorians
[4] quartopub
[3] gapol
[3] tidyverse
[3] mahsaamini
[3] zhina
[3] okgov
[3] cannabis

Top Hashtags in Tweet in G8:
[5] rstats
[4] dataviz
[3] hrinfo
[2] puertorico
[2] hurricane
[2] fiona
[2] unga
[2] perseverance
[2] productmanagement
[2] fossilfuels

Top Hashtags in Tweet in G9:
[4] opengov
[4] nationalvoterregistrationday
[2] covid19
[2] digitaldivide
[2] opendata
[2] centuryofsurveillance
[2] breaking
[2] abc15
[2] immconf
[2] phoenix

Top Hashtags in Tweet in G10:
[8] condenamostodoslosterrorismos
[8] piensaclaro
[4] imperdible
[4] informadores
[2] accesoalainformación
[2] tránsito
[2] editorialtránsito
[2] librostránsito
[2] leautoras
[2] ediciónindependiente

Top Words
Top Words in Tweet in Entire Graph:
[3738] de
[1709] la
[1441] en
[798] data
[730] el
[692] people
[582] le
[572] un
[552] like
[516] time

Top Words in Tweet in G1:
[362] de
[240] data
[175] la
[159] en
[129] le
[120] et
[116] people
[102] black
[93] story
[92] time

Top Words in Tweet in G2:
[74] de
[60] data
[57] uk
[56] time
[55] tax
[54] ransomware
[49] news
[48] people
[46] war
[45] company

Top Words in Tweet in G3:
[82] story
[59] #otd
[55] people
[49] read
[47] trump
[46] president
[46] news
[45] sept
[43] atlanta
[39] help

Top Words in Tweet in G4:
[54] work
[45] journalists
[44] like
[38] story
[35] data
[35] journalism
[32] investigation
[30] people
[30] reporting
[29] time

Top Words in Tweet in G5:
[63] data
[50] people
[49] story
[43] like
[29] social
[29] media
[27] time
[26] news
[25] surveillance
[25] good

Top Words in Tweet in G6:
[465] de
[166] em
[164] da
[129] com
[92] bolsonaro
[83] para
[83] não
[76] uma
[72] por
[67] os

Top Words in Tweet in G7:
[47] people
[46] like
[38] time
[36] data
[32] trump
[25] state
[25] court
[24] think
[24] minnesota
[24] polls

Top Words in Tweet in G8:
[69] data
[43] bay
[34] story
[30] serial
[29] sfchronicle
[29] like
[26] team
[23] time
[23] people
[22] work

Top Words in Tweet in G9:
[29] data
[26] public
[23] trump
[19] democracy
[19] right
[16] people
[16] 2020
[16] state
[15] open
[15] twitter

Top Words in Tweet in G10:
[521] de
[295] la
[228] en
[199] el
[111] los
[110] por
[101] un
[98] para
[81] con
[77] es

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[357] de,la
[148] en,la
[131] puerto,rico
[108] en,el
[99] de,los
[77] social,media
[76] hurricane,fiona
[57] open,source
[55] de,las
[54] long,covid

Top Word Pairs in Tweet in G1:
[65] puerto,rico
[41] black,coaches
[37] hurricane,fiona
[33] data,analysis
[31] de,la
[28] long,covid
[28] open,source
[25] #datavisualization,#dataviz
[23] mental,health
[23] source,alert

Top Word Pairs in Tweet in G2:
[30] ransomware,attack
[24] mini,budget
[20] hit,ransomware
[17] interest,rates
[17] tax,cuts
[15] successful,virtual
[15] virtual,medicine
[15] medicine,company
[15] tbij,opendemocracy
[15] visual,storytelling

Top Word Pairs in Tweet in G3:
[27] social,sentinel
[15] ajc,poll
[14] #otd,#ad
[11] student,protests
[10] monitoring,tool
[10] #history,#otd
[10] special,master
[9] read,story
[8] convict,leasing
[8] social,media

Top Word Pairs in Tweet in G4:
[15] widespread,child
[15] child,predation
[15] predation,twitch
[13] tree,canopy
[11] investigative,journalism
[11] jeff,german
[9] twin,cities
[9] investigation,cecianasta
[9] cecianasta,widespread
[9] twitch,share

Top Word Pairs in Tweet in G5:
[16] social,media
[8] sq,ft
[8] real,america
[8] america,voice
[7] public,records
[7] nyquil,chicken
[6] monitoring,tool
[6] puerto,rico
[5] social,sentinel
[4] story,time

Top Word Pairs in Tweet in G6:
[19] dinheiro,vivo
[13] primeiro,turno
[13] todos,os
[10] família,bolsonaro
[10] reportagem,sobre
[10] com,dinheiro
[9] segue,fio
[9] mais,de
[8] da,julianadalpiva
[8] imóveis,comprados

Top Word Pairs in Tweet in G7:
[9] crime,data
[8] preliminary,hearings
[8] supreme,court
[6] oklahoma,supreme
[6] recreational,marijuana
[6] col,rs
[5] secret,service
[5] november,ballot
[5] right,wing
[4] gun,violence

Top Word Pairs in Tweet in G8:
[12] property,ownership
[11] data,project
[11] housing,market
[11] emma_stiefel,susieneilson
[10] biggest,data
[10] deep,dive
[10] puerto,rico
[9] real,estate
[8] published,biggest
[8] project,sfchronicle

Top Word Pairs in Tweet in G9:
[6] population,estimates
[5] hiring,data
[5] data,graphics
[5] graphics,editor
[5] editor,experience
[5] experience,pitching
[5] pitching,reporting
[5] reporting,editing
[5] editing,visual
[5] visual,data

Top Word Pairs in Tweet in G10:
[48] de,la
[48] en,la
[35] en,el
[28] de,los
[17] es,un
[16] todos,los
[15] través,de
[15] de,eldiarioes
[12] los,terrorismos
[12] terrorismos,son

Top Replied-To
Top Replied-To in Entire Graph:
@lizzadwoskin
@msoares
@mrejfox
@suttoncouncil
@msolletty
@europeelects
@emmalbriant
@ap
@amartinj
@herlaptop112

Top Replied-To in G1:
@lizzadwoskin
@rdmurphy
@lesechos
@plitter
@consult_jbf
@muckrock
@ire_nicar
@mjskay
@albertocairo
@daniellealberti

Top Replied-To in G2:
@emmalbriant
@malarky67
@onscarlos
@thomasforth
@postmodernfx
@brizzyc
@im_thefarmer
@anneapplebaum
@shockproofbeats
@mosseri

Top Replied-To in G3:
@mrejfox
@ap
@kenburns
@tribpub
@joshgerstein
@unc
@sportsprincess
@boltzmannbooty
@daveyalba
@mdavidallen

Top Replied-To in G4:
@thankscancer
@blaskey_s
@yan0
@dbnarveson
@daveyalba
@clownfragment
@kimfoxwosu
@killthenoise
@thenvindy
@oliverashkleine

Top Replied-To in G5:
@jonerlichman
@chronotope
@marisakabas
@corintxt
@pbannist
@davidsrudin
@been_wild
@ryanbarwick
@eric_seufert
@dbchhbr

Top Replied-To in G6:
@msoares
@folha
@viracasacas
@_oflavin
@cozinhabruta
@bernardobcabral
@davidcoverdale
@_marivaladares_
@zack_goncalves
@amogatocatlove

Top Replied-To in G7:
@mnguncaucus
@cityplanneryt
@cestephens
@mikejcorey
@eoinhiggins_
@parkermolloy
@talkette
@dhmontgomery
@inthesedeserts
@abbymullen

Top Replied-To in G8:
@magrawala
@sababausa
@samitsarkar
@merzmensch
@looreen
@simonw
@robaeprice
@mollywidstrom
@buckalum93
@utahpolitician

Top Replied-To in G9:
@xfinity
@bystevereilly
@motherjones
@potus
@alondranelson46
@spaceforcedod
@noahbierman
@adamkinzinger
@puntofisso
@secmayorkas

Top Replied-To in G10:
@arubiocampana
@federico_ayala
@sergioalgar
@unpadreenlaeso

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@washingtonpost
@usatoday
@propublica
@tbij
@ona
@reutersgraphics
@ap
@sfchronicle
@arijitdsen

Top Mentioned in G1:
@nytimes
@washingtonpost
@usatoday
@reutersgraphics
@propublica
@latimes
@lesechos
@texastribune
@jeremybmerrill
@tomfevrier

Top Mentioned in G2:
@tbij
@opendemocracy
@dan_clark5
@guardian
@ftdata
@ft
@kwasikwarteng
@pressgazette
@carolinenevitt
@financialtimes

Top Mentioned in G3:
@arijitdsen
@ap
@dallasnews
@ajc
@dkproduxion
@firstarai
@jsscppr
@austinnewsguild
@reveal
@abene_writes

Top Mentioned in G4:
@cecianasta
@ire_nicar
@startribune
@khnews
@19thnews
@gijn
@teamtrace
@reviewjournal
@rachaeldottle
@smussenden

Top Mentioned in G5:
@mozilla
@jgasspoore
@juddlegum
@kelsaywhat
@govrondesantis
@techreview
@pennyred
@chronotope
@themarkup
@wnyc

Top Mentioned in G6:
@julianadalpiva
@uol
@uolnoticias
@folha
@msoares
@internetlabbr
@revistaazmina
@ranierbragon
@estadao
@nucleojor

Top Mentioned in G7:
@nate_cohn
@mattyglesias
@aedwardslevy
@baseballot
@crimealytics
@alexsamuelsx5
@fivethirtyeight
@amanpour
@rskudesia
@metcouncilnews

Top Mentioned in G8:
@sfchronicle
@emma_stiefel
@susieneilson
@insideclimate
@newyorker
@openai
@bymadisonhall
@walthickey
@sfjkdineen
@lahepler

Top Mentioned in G9:
@potus
@twitter
@gridnews
@realmarkfinchem
@nytimes
@laurenleharper
@whitehouse
@icegov
@tracreports
@gingermccall

Top Mentioned in G10:
@arubiocampana
@el_pais
@mastermaldita
@eldiarioes
@urjc
@kikollan
@silviacruz_news
@iescolar
@pabloromero
@capaespana

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@elperiodiquito
@delta
@el_universal_mx
@httweets
@inquirerdotnet
@southwestair
@repubblica
@rapplerdotcom
@infobae

Top Tweeters in G1:
@delta
@el_universal_mx
@reuters
@lesechos
@nytimes
@latimes
@washingtonpost
@lemondefr
@abc
@usatoday

Top Tweeters in G2:
@infobae
@guardian
@skynews
@telegraph
@bostonglobe
@prodavinci
@gazzetta_it
@aphclarkson
@financialtimes
@theeconomist

Top Tweeters in G3:
@thedailybeast
@ajc
@ap
@detroitnews
@houstonchron
@freep
@nbcdfw
@dallasnews
@chrisgeidner
@maggienyt

Top Tweeters in G4:
@businessinsider
@9news
@evrenselgzt
@noahpinion
@clancynewyork
@fortunemagazine
@opinion
@startribune
@reviewjournal
@newshour

Top Tweeters in G5:
@2ksupport
@indiatvnews
@b_sputnik
@doctorow
@thestalwart
@nslayton
@fastcompany
@eliothiggins
@moorehn
@npr

Top Tweeters in G6:
@g1
@folha
@uolnoticias
@zamenza
@uol
@otempo
@estadao
@gadodecider
@cnni
@bbcbrasil

Top Tweeters in G7:
@blackamazon
@indystar
@nbcphiladelphia
@amtrak
@askmetostay323
@yashar
@mlb
@rabiasquared
@dbrauer
@bizballmaury

Top Tweeters in G8:
@southwestair
@vabvox
@sfchronicle
@swordsjew
@offbeatorbit
@clapifyoulikeme
@newyorker
@genepark
@politicsinsider
@dailyprogress

Top Tweeters in G9:
@azcentral
@abc15
@theatlantic
@digiphile
@clueheywood
@google
@sarahkendzior
@xfinity
@brendannyhan
@crewcrew

Top Tweeters in G10:
@repubblica
@el_pais
@publico_es
@marca
@eldiarioes
@eleconomistaes
@lanuevaespana
@_infolibre
@republica_com
@fanetin


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