list:19390498 filter:links since:2023-02-20 until:2023-02-27, Twitter, 2/27/2023 12:30:34 PM, 289992


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list:19390498 filter:links since:2023-02-20 until:2023-02-27 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2023-02-20 until:2023-02-27 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
February 27, 2023
Short Description:
list:19390498 filter:links since:2023-02-20 until:2023-02-27 via NodeXL https://bit.ly/3YWitzP
@nytimes
@digiphile
@chronotope
@washingtonpost
@propublica
@gavinsblog
@adolflow
@gijn
@merbroussard
@moritz_wichmann

Top hashtags:
#nicar23
#dataviz
#foreverpollution

Description:
Description
The graph represents a network of 6,309 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-02-20 until:2023-02-27", 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, 27 February 2023 at 12:24 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 20 February 2023 at 00:02 UTC to Sunday, 26 February 2023 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 : 6309
Unique Edges : 10456
Edges With Duplicates : 6352
Total Edges : 16808
Number of Edge Types : 5
Retweet : 4228
Tweet : 4879
Mentions : 4228
Replies to : 576
MentionsInRetweet : 2897
Self-Loops : 4940
Reciprocated Vertex Pair Ratio : 0.0348739495798319
Reciprocated Edge Ratio : 0.0673974827446204
Connected Components : 287
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 5158
Maximum Edges in a Connected Component : 14328
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.08
Graph Density : 0.000247555278550948
Modularity : 0.575146
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,309 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-02-20 until:2023-02-27", 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, 27 February 2023 at 12:24 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 20 February 2023 at 00:02 UTC to Sunday, 26 February 2023 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:2023-02-20 until:2023-02-27
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:
[41] https://www.ajc.com/gdpr.html
[23] https://foreverpollution.eu/
[22] https://ig.ft.com/russias-war-in-ukraine/
[21] https://www.propublica.org/article/politwoops-deleted-tweets-twitter-politicians-musk
[19] https://elections.dataphyte.com/
[18] https://www.nytimes.com/2023/02/25/us/unaccompanied-migrant-child-workers-exploitation.html?smid=tw-nytimes&smtyp=cur
[18] https://www.washingtonpost.com/world/interactive/2023/russia-ukraine-front-line-map/
[17] https://www.economist.com/interactive/briefing/2023/02/23/data-from-satellites-reveal-the-vast-extent-of-fighting-in-ukraine
[16] https://www.washingtonpost.com/business/2023/02/17/bad-southern-credit-scores/
[15] https://www.sfchronicle.com/newsletters/ca-data-dive/

Top URLs in Tweet in G1:
[16] https://www.propublica.org/article/politwoops-deleted-tweets-twitter-politicians-musk
[15] https://www.sfchronicle.com/newsletters/ca-data-dive/
[14] https://schedules.ire.org/nicar-2023/
[11] https://www.propublica.org/article/wisconsin-dairy-farm-jefferson-rodriguez
[9] https://www.propublica.org/article/chevron-pascagoula-pollution-future-cancer-risk
[8] https://www.ire.org/product/nicar23-first-observable/
[8] https://www.latimes.com/california/story/2023-02-24/thundersnow-california-weather
[8] https://www.washingtonpost.com/investigations/2023/02/21/fatal-police-shootings-increase-2022/
[6] https://twitter.com/headlineclub/status/1629134069853310977
[6] https://www.ire.org/product/nicar23-github-scraper/

Top URLs in Tweet in G2:
[22] https://ig.ft.com/russias-war-in-ukraine/
[16] https://www.economist.com/interactive/briefing/2023/02/23/data-from-satellites-reveal-the-vast-extent-of-fighting-in-ukraine
[8] https://www.ft.com/content/80002564-33e8-48fb-b734-44810afb7a49
[8] https://sotn.newstatesman.com/2023/02/voter-id-laws-hurt-tories-labour
[6] https://www.storytellingwithdata.com/workshops
[6] https://www.storytellingwithyou.com/
[6] https://www.ft.com/content/c3aa192f-4b48-4d0f-b231-c7211128d038
[5] https://prospect.org/podcasts/02-20-2023-trans-panic-new-york-times/
[5] https://www.reddit.com/r/dataisbeautiful/comments/11atvpj/im_steve_bernard_senior_visual_journalist_at_the/
[5] https://www.reuters.com/graphics/UKRAINE-CRISIS/ANNIVERSARY-SURVIVAL/movaklxlmva/

Top URLs in Tweet in G3:
[22] https://foreverpollution.eu/
[11] https://www.washingtonpost.com/world/interactive/2023/russia-ukraine-front-line-map/
[10] https://www.mediacites.fr/enquete/nantes/2023/02/23/nantes-metropole-ces-champs-et-ces-forets-emportes-par-vingt-ans-de-frenesie-urbaine/
[10] https://www.lemonde.fr/les-decodeurs/article/2023/02/23/polluants-eternels-explorez-la-carte-d-europe-de-la-contamination-par-les-pfas_6162942_4355770.html
[10] https://www.lefigaro.fr/fig-data/de-l-invasion-russe-a-la-bataille-de-bakhmout-un-an-de-guerre-en-ukraine-raconte-en-cartes-20230222/
[10] https://www.lemonde.fr/international/article/2023/02/24/le-dniepr-un-fleuve-devenu-ligne-de-front-entre-russes-et-ukrainiens_6163208_3210.html
[9] https://transidentites.ajlgbt.info/
[8] https://www.lemonde.fr/en/les-decodeurs/article/2023/02/23/forever-pollution-explore-the-map-of-europe-s-pfas-contamination_6016905_8.html
[8] http://transidentites.ajlgbt.info/
[8] https://twitter.com/ajlgbt/status/1628304761723273216

Top URLs in Tweet in G4:
[11] https://www.grid.news/story/global/2023/02/22/interactive-ukraine-one-year-at-war-a-timeline-of-the-brutal-conflict/
[6] https://www.politico.com/news/magazine/2023/02/24/russia-ukraine-war-oral-history-00083757
[5] https://www.politico.com/news/2023/02/22/george-santos-campaign-spending-00083886
[4] https://twitter.com/michaelsobolik/status/1629496913853652993
[4] https://texty.org.ua/projects/109040/a-year-of-war/
[3] https://news.yahoo.com/russia-belarus-strategy-document-230035184.html
[3] https://www.rollingstone.com/politics/politics-features/joe-biden-ukraine-surprise-visit-volodymyr-zelensky-1234682932/
[3] https://www.ideastream.org/community/2023-02-26/remembering-mandy-jenkins-kent-state-grad-and-national-digital-news-pioneer
[3] https://www.mynews13.com/fl/orlando/news/2023/02/22/police--shots-fired-near-scene-of-pine-hills-murder-investigation
[2] https://www.rollingstone.com/tv-movies/tv-movie-reviews/the-quiet-girl-review-oscars-ireland-heartbreaking-best-of-2023-1234682188/

Top URLs in Tweet in G5:
[8] https://www.nytimes.com/interactive/2023/02/23/world/russia-ukraine-geopolitics.html
[6] https://www.nytimes.com/2023/02/25/us/unaccompanied-migrant-child-workers-exploitation.html?smid=tw-nytimes&smtyp=cur
[5] https://www.washingtonpost.com/world/interactive/2023/russia-ukraine-front-line-map/?tid=ss_tw
[5] https://www.nytimes.com/2023/02/16/podcasts/serial-laramie-cold-case.html
[5] https://www.nytimes.com/2023/02/25/us/unaccompanied-migrant-child-workers-exploitation.html?smid=tw-share
[4] https://www.nytimes.com/2023/02/20/business/media/polk-awards-2022.html?smid=nytcore-ios-share&referringSource=articleShare
[4] https://www.nytimes.com/2023/02/20/business/media/polk-awards-2022.html
[3] https://trib.al/NYbTN5D
[3] https://www.washingtonpost.com/climate-environment/interactive/2023/hot-cold-extreme-temperature-deaths/?tid=ss_tw
[3] https://twitter.com/slmandel/status/1628110290087997442

Top URLs in Tweet in G6:
[7] https://lab.elmundo.es/migracion-grullas/index.html
[4] https://www.youtube.com/watch?app=desktop&v=jKNzC53xST4
[4] https://www.elcritic.cat/opinio/hibai-arbide/la-izquierda-y-la-guerra-de-ucrania-157701
[4] https://twitter.com/i/broadcasts/1lDGLnRrOMLxm
[2] https://www.ohchr.org/en/press-releases/2023/02/spain-un-experts-hail-new-feminist-legislation
[2] https://twitter.com/Tull1908/status/1627364415329673218
[2] https://www.publico.es/politica/brigadas-internacionales-desconocido-centenar-brigadistas-chinos-combatio-guerra-civil-franco.html/amp
[2] https://periodicoclm.publico.es/2023/02/18/ochenta-seis-anos-despues-agustina-entierra-restos-padre-ejecutado-franquismo-recas/?utm_medium=social&utm_campaign=Publico&utm_source=Facebook#
[2] https://data.humdata.org/visualization/horn-of-africa-humanitarian-operations/
[2] https://consortiumnews.com/2023/02/21/watch-un-security-council-on-nord-stream-attack/

Top URLs in Tweet in G7:
[14] https://www.semafor.com/article/02/17/2023/how-chatbots-can-change-journalism-or-not
[10] https://www.semafor.com/article/02/19/2023/hollywoods-china-dream-is-back
[6] https://www.semafor.com/newsletter/02/20/2023/nigeria-election-2023
[5] https://www.lpm.org/news/2023-02-20/lpms-2023-fish-frynder-is-a-reely-big-deal
[5] http://ow.ly/c19R50HgpSk
[5] http://ow.ly/k5PU50HgpSj
[4] https://www.washingtonpost.com/media/2023/02/20/polk-award-terrence-mccoy-amazon-undone/
[4] https://events.semafor.com/wes23
[4] https://www.semafor.com/newsletter/02/20/2023/semafor-flagship-democracy-stands
[4] https://www.semafor.com/newsletters

Top URLs in Tweet in G8:
[4] https://shorensteincenter.org/announcing-the-2023-goldsmith-prize-for-investigative-reporting-finalists/
[4] https://www.ideastream.org/community/2023-02-26/remembering-mandy-jenkins-kent-state-grad-and-national-digital-news-pioneer
[4] https://oklahomawatch.org/2023/02/21/sheriff-jail-health-care-provider-seek-public-money-to-increase-staff-after-two-women-died/
[3] https://apnews.com/article/russia-ukraine-war-one-year-index-dc5ee4b342ce80742c471e19258a2046
[3] https://www.propublica.org/article/texas-greg-abbott-guns-crime-mass-shootings
[3] https://apnews.com/article/school-construction-covid-stimulus-money-29ffa0a888d3a62d7cd0e72a63c18c59
[3] https://twitter.com/anniema15/status/1629130501997854722
[2] http://trib.al/hLfyWLI
[2] https://apnews.com/article/seattle-religion-discrimination-077737f6a251db30b6bca3edd4a83844?taid=63f55cc63a7cb80001d5202e&utm_campaign=TrueAnthem&utm_medium=AP&utm_source=Twitter
[2] https://www.santafenewmexican.com/news/local_news/report-states-biggest-polluters-disproportionately-affecting-disadvantaged/article_e7830604-a631-11ed-9905-9b1da7d728f5.html

Top URLs in Tweet in G9:
[7] https://tools.theoutlier.co.za/municipal-audits
[7] https://subscriptions.touchbasepro.com/t/d-e-zdyuidy-idiutudjuj-iu/
[6] https://theoutlier.co.za/politics/84279/three-things-to-know-about-nigerias-presidential-elections
[6] https://subscriptions.touchbasepro.com/t/d-EE006320BB2C54EB2540EF23F30FEDED
[5] https://gijn.org/2023/02/24/data-journalism-top-10-deadly-cold/
[5] https://inside.mediahack.co.za/extract-data-on-any-website-in-four-easy-steps-using-instant-data-scraper-a90a30d53759
[5] https://www.thetimes.co.uk/article/crimes-with-no-charges-have-police-given-up-on-low-level-offences-l3hb2lxgz
[4] https://www.gofundme.com/f/deprem-bolgesindeki-kadinlarla-dayanisiyoruz
[4] https://institute.aljazeera.net/sites/default/files/2023/Open%20Source%20Investigation%20Handbook.pdf?title=Open%20Source%20Investigation%20Handbook
[4] https://www.aljazeera.com/news/2023/2/21/all-you-need-to-know-about-nigeria-2023-election

Top URLs in Tweet in G10:
[4] https://dansinker.com/posts/illusions/
[4] https://www.npr.org/2023/02/22/1158710498/npr-layoffs-2023
[3] https://www.buzzfeednews.com/article/pranavdixit/clarkesworld-sci-fi-magazine-ai-story-submissions-closed
[3] https://gothamist.com/news/about-90-of-drivers-searched-or-arrested-by-the-nypd-in-2022-were-black-or-latino
[3] https://projects.thecity.nyc/compost-staten-island-smart-bin/
[3] https://www.wsj.com/articles/ozy-media-ceo-carlos-watson-arrested-after-a-former-executive-pleads-guilty-to-fraud-355e9f89
[3] https://www.vice.com/en/article/dy7a7x/companies-cant-ask-you-to-shut-up-to-receive-severance-nlrb-rules
[3] https://gothamist.com/news/got-long-covid-heres-what-nycs-private-health-care-can-offer
[2] https://www.cbc.ca/news/canada/new-brunswick/first-person-harry-forestell-parkinsons-dbs-1.6752210
[2] http://neil-clarke.com/a-concerning-trend/

Top Domains
Top Domains in Tweet in Entire Graph:
[2399] twitter.com
[243] washingtonpost.com
[229] nytimes.com
[201] co.uk
[158] trib.al
[144] youtube.com
[97] 53eig.ht
[94] theguardian.com
[88] ft.com
[85] bloomberg.com

Top Domains in Tweet in G1:
[324] twitter.com
[59] propublica.org
[56] ire.org
[44] washingtonpost.com
[42] sfchronicle.com
[28] trib.al
[22] latimes.com
[19] co.uk
[17] nbcnews.com
[17] nytimes.com

Top Domains in Tweet in G2:
[166] twitter.com
[59] ft.com
[34] economist.com
[33] trib.al
[24] nytimes.com
[23] co.uk
[23] newstatesman.com
[17] hindustantimes.com
[14] storytellingwithdata.com
[12] washingtonpost.com

Top Domains in Tweet in G3:
[82] twitter.com
[58] lemonde.fr
[23] foreverpollution.eu
[23] washingtonpost.com
[23] ajlgbt.info
[19] lefigaro.fr
[14] sueddeutsche.de
[12] mediacites.fr
[10] nytimes.com
[9] liberation.fr

Top Domains in Tweet in G4:
[111] twitter.com
[25] politico.com
[19] org.ua
[18] co.uk
[15] theguardian.com
[15] grid.news
[10] rollingstone.com
[10] nytimes.com
[8] trib.al
[8] npr.org

Top Domains in Tweet in G5:
[72] nytimes.com
[67] twitter.com
[53] bloomberg.com
[31] washingtonpost.com
[28] trib.al
[9] reuters.com
[7] youtube.com
[5] theguardian.com
[4] vice.com
[4] waitbutwhy.com

Top Domains in Tweet in G6:
[43] twitter.com
[16] elpais.com
[11] youtube.com
[10] eldiario.es
[9] elmundo.es
[6] cadenaser.com
[4] publico.es
[4] consortiumnews.com
[4] elcritic.cat
[2] ohchr.org

Top Domains in Tweet in G7:
[64] semafor.com
[52] twitter.com
[32] journaliststoolbox.org
[27] com.br
[19] youtube.com
[12] globo.com
[12] wikiart.org
[11] ow.ly
[7] lpm.org
[6] nytimes.com

Top Domains in Tweet in G8:
[46] twitter.com
[20] apnews.com
[13] nytimes.com
[9] oklahomawatch.org
[8] propublica.org
[8] coloradosun.com
[6] trib.al
[6] politico.com
[6] texastribune.org
[6] denverpost.com

Top Domains in Tweet in G9:
[68] twitter.com
[36] co.za
[28] occrp.org
[21] touchbasepro.com
[20] aljazeera.com
[16] gijn.org
[16] co.uk
[10] youtube.com
[8] ndr.de
[7] medium.com

Top Domains in Tweet in G10:
[82] twitter.com
[12] gothamist.com
[12] wkar.org
[8] washingtonpost.com
[7] dansinker.com
[6] nytimes.com
[6] hellgatenyc.com
[5] buzzfeednews.com
[5] reuters.com
[5] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] nicar23
[79] dataviz
[72] foreverpollution
[71] ukraine
[58] ddj
[34] hdpalooza
[32] 2023elections
[30] nigeriadecides2023
[28] pfas
[25] mnwx



Top Hashtags in Tweet in G1:
[60] nicar23
[17] cawx
[16] foi
[5] casnow
[5] socal
[4] journalism
[4] dataviz
[3] callingalljournalists
[3] proud
[2] snow

Top Hashtags in Tweet in G2:
[35] dataviz
[9] cartography
[8] storytellingwithyou
[7] htnumbertheory
[6] gistribe
[5] infographics
[5] send
[5] russia
[5] ukraine
[4] datavisualization

Top Hashtags in Tweet in G3:
[54] foreverpollution
[21] pfas
[9] maps
[8] infographic
[8] ukrainerussiawar
[7] nantes
[7] szplus
[7] b2502
[6] france
[6] crossborder

Top Hashtags in Tweet in G4:
[15] ukraine
[10] ddj
[9] datajournalism
[6] eebaftas
[6] kyiv
[5] journojobs
[4] bakhmut
[4] standwithukraine
[4] breaking
[4] nigeriadecides

Top Hashtags in Tweet in G5:
[6] climatechange
[4] dataviz
[3] photojournalism
[2] rolltide
[2] bluecollarbasketball
[2] cartography
[2] remotesensing
[2] infographic
[2] datastorytelling
[2] unethicalasshit

Top Hashtags in Tweet in G6:
[6] freepablo
[6] noalatala
[5] madridrío
[4] trabajasymendigas
[4] sanidadpublica
[4] trutherbot
[4] maritzasequeda
[4] serpodcast
[4] 4marzo
[2] polonia

Top Hashtags in Tweet in G7:
[9] journalism
[8] kmf23
[5] kmf2023
[4] constructivism
[4] ellissitzky
[3] orlando
[3] global
[3] transportation
[3] railroad
[3] ddj

Top Hashtags in Tweet in G8:
[12] copolitics
[4] spc
[3] coleg
[3] okleg
[3] nicar23
[2] nmpol
[2] opendataday
[2] opendata
[2] bettertogetherthanalone
[2] bretstephens

Top Hashtags in Tweet in G9:
[16] deprem
[11] turkey
[7] datajournalism
[6] 126kararnameyigeriçek
[6] gijc23
[6] foreverpollution
[5] ddj
[4] osint
[4] allforjan
[3] earthquake

Top Hashtags in Tweet in G10:
[5] longcovid
[4] privacyseriously
[2] publicinteresttech
[2] techforgood
[2] data
[2] privacy
[2] croi2023
[2] highrisk
[2] covid
[2] meaction

Top Words
Top Words in Tweet in Entire Graph:
[2696] de
[1304] la
[1081] en
[620] el
[609] data
[527] people
[517] un
[508] ukraine
[432] like
[406] les

Top Words in Tweet in G1:
[97] data
[68] snow
[65] story
[64] like
[60] #nicar23
[55] read
[53] people
[51] state
[49] reporting
[48] time

Top Words in Tweet in G2:
[93] ukraine
[85] war
[75] de
[64] data
[43] russia
[40] la
[35] #dataviz
[33] putin
[32] fighting
[31] public

Top Words in Tweet in G3:
[428] de
[198] la
[168] les
[149] et
[149] en
[134] le
[133] des
[116] un
[90] pour
[78] du

Top Words in Tweet in G4:
[59] russian
[56] war
[53] ukraine
[32] russia
[27] people
[26] team
[22] news
[21] kyiv
[21] 2022
[19] biden

Top Words in Tweet in G5:
[41] ukraine
[33] world
[33] russia
[29] nytimes
[26] war
[25] data
[24] like
[21] people
[21] work
[20] children

Top Words in Tweet in G6:
[755] de
[412] la
[317] en
[299] el
[139] del
[122] los
[120] un
[116] las
[94] con
[89] se

Top Words in Tweet in G7:
[170] de
[51] em
[48] da
[44] toolbox
[37] com
[37] journalist's
[37] news
[31] para
[30] local
[30] não

Top Words in Tweet in G8:
[26] ap
[20] school
[18] people
[18] story
[16] like
[15] health
[15] state
[14] city
[14] read
[14] high

Top Words in Tweet in G9:
[55] data
[47] ve
[45] bir
[30] die
[29] people
[28] und
[22] da
[22] government
[22] crime
[21] police

Top Words in Tweet in G10:
[39] people
[25] students
[25] time
[23] data
[22] news
[21] condition
[21] covid
[20] student
[17] right
[17] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[331] de,la
[99] en,la
[77] en,el
[75] war,ukraine
[70] de,los
[65] invasion,ukraine
[60] de,las
[44] social,media
[42] child,labor
[40] en,ukraine

Top Word Pairs in Tweet in G1:
[22] pre,register
[17] deleted,tweets
[13] tweets,politicians
[13] southern,california
[13] health,care
[10] scraping,github
[10] san,francisco
[10] child,labor
[8] propublica,investigation
[8] adrianarezal,xianleonard

Top Word Pairs in Tweet in G2:
[27] war,ukraine
[20] keep,fighting
[16] long,russia
[16] russia,keep
[15] public,support
[14] polinaivanovva,nastyastognei
[12] mobilisation,public
[12] fighting,ukraine
[12] blog,post
[12] finances,mobilisation

Top Word Pairs in Tweet in G3:
[60] de,la
[24] en,ukraine
[23] polluants,éternels
[21] l',ajlgbt
[20] russe,en
[19] des,transidentités
[18] par,les
[18] pollution,project
[17] près,de
[15] la,contamination

Top Word Pairs in Tweet in G4:
[11] war,ukraine
[10] joe,biden
[6] president,joe
[6] ukraine,war
[6] interactive,timeline
[6] russian,invasion
[6] timeline,map
[6] george,santos
[5] biden,kyiv
[5] flowers,russian

Top Word Pairs in Tweet in G5:
[16] child,labor
[12] 600,mile
[12] jwf825,hellococomo
[11] invasion,ukraine
[10] isolate,russia
[9] won,world
[9] unsolved,murder
[9] war,ukraine
[9] world,initially
[8] migrant,child

Top Word Pairs in Tweet in G6:
[118] de,la
[46] en,el
[43] en,la
[41] de,los
[33] de,las
[26] la,guerra
[16] de,febrero
[14] febrero,de
[14] de,su
[14] con,el

Top Word Pairs in Tweet in G7:
[37] journalist's,toolbox
[17] resources,journalist's
[13] local,news
[8] de,são
[8] de,sp
[7] media,forum
[7] toolbox,newsletter
[6] litoral,de
[6] world,economy
[6] são,paulo

Top Word Pairs in Tweet in G8:
[6] high,school
[5] trust,plan
[4] dan,beers
[4] classical,christian
[4] health,care
[4] zap,covid
[4] poor,schools
[4] incredibly,sad
[4] attacks,ukraine
[4] goldsmith,prize

Top Word Pairs in Tweet in G9:
[10] government,newsletter
[8] 93,million
[8] kendi,imkânlarıyla
[7] local,outlierafrica
[7] outlierafrica,government
[7] 9th,local
[7] data,journalism
[7] local,government
[7] published,9th
[6] bir,şekilde

Top Word Pairs in Tweet in G10:
[7] sparrowhealth,updated
[7] condition,stable
[7] condition,students
[7] critical,condition
[7] updated,conditions
[7] sci,fi
[7] update,sparrowhealth
[7] fair,condition
[7] student,fair
[7] students,condition

Top Replied-To
Top Replied-To in Entire Graph:
@biglocalnews
@alexandrastark
@has_sante
@kleinmatic
@alyssaagoodman
@msoares
@elonmusk
@johngonzalesla1
@toneroushyus
@timmullaney

Top Replied-To in G1:
@biglocalnews
@kleinmatic
@plitter
@justkelly_ok
@jeffbercovici
@mikesacconetv
@ahcj
@lmshap
@nlinphoto
@poplockedropit

Top Replied-To in G2:
@alyssaagoodman
@rottenindenmark
@jessesingal
@andrsga05331321
@jasserole
@filwd
@soficrespo91
@iandunt
@assignedmedia
@prof_gabriele

Top Replied-To in G3:
@manouart
@julesgrandin
@lesechos
@isonomia_pure
@jmviglino
@mariahcblake
@femureur
@verystrangemaps
@kevdnyc
@bpolijr

Top Replied-To in G4:
@siochfhradha
@textyorgua_eng
@materialdesign
@dtexlyn
@dempz8
@nomorepenallaw
@maksymeristavi
@thelastofushbo

Top Replied-To in G5:
@leonardonclt
@academicdatasci
@mrmetlhed
@pmonies
@jmonies
@jwf825
@rdmurphy

Top Replied-To in G6:
@superrostar

Top Replied-To in G7:
@msoares
@mahideia
@anartam
@jimbrady
@anaprents
@artevillar1
@putuseridhere
@datavisfriendly
@jairmearrependi
@marivarella

Top Replied-To in G8:
@republican
@maryhelenehall
@not12x
@bobby_griffith
@eliza_well
@oklacrimjustice
@carlyatch
@tylertalley22
@downesphoto
@raulokc

Top Replied-To in G9:
@bcujournalism
@yoltelevizyon
@tomhfh
@r0nniedriver
@paullewismoney
@nthiggs
@yanoak
@prof_walace

Top Replied-To in G10:
@readtedium
@daniellecitron
@caitlinvogus
@elonmusk
@gothamist
@betsyladyzhets
@shelfnerds
@sesamestreet
@dhpdesign
@jkac

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@propublica
@lemondefr
@washingtonpost
@ajlgbt
@sfchronicle
@theeconomist
@theprintindia
@ap
@elonmusk

Top Mentioned in G1:
@propublica
@sfchronicle
@ire_nicar
@namisumida
@mrym_jml
@dkopf
@susieneilson
@adrianarezal
@nbcnews
@elonmusk

Top Mentioned in G2:
@theeconomist
@nytimes
@digitalcampbell
@polinaivanovva
@nastyastognei
@maxseddon
@carolinenevitt
@ft
@albertocairo
@sondreus

Top Mentioned in G3:
@lemondefr
@ajlgbt
@delphinepapin
@stephanehorel
@le_figaro
@figarographics
@flavieholzinger
@lesechos
@mediacites
@denisvannier

Top Mentioned in G4:
@gridnews
@potus
@politicomag
@mynews13
@rollingstone
@rtenews
@zelenskyyua
@bbcnews
@lajoiemedia
@ukrpravda_news

Top Mentioned in G5:
@nytimes
@hellococomo
@jwf825
@bbgvisualdata
@kim_barker
@reuters
@climate
@laurenleatherby
@dawncai624
@antontroian

Top Mentioned in G6:
@madrid
@psoe_galapagar
@victriavic
@anaordaz_
@albertohv_
@sanchezcastejon
@revistacomuna
@podemos
@psoe_m
@hibai_

Top Mentioned in G7:
@semafor
@ginaskchua
@knightfdn
@semaforben
@semaforafrica
@mygoldenstate
@jskstanford
@hicks_justinm
@reptimburchett
@terrence_mccoy

Top Mentioned in G8:
@ap
@sharonlurye
@shorensteinctr
@applepodcasts
@politico
@mikebalsamo1
@propublica
@meredithpruden
@kirstenaeddy
@rachelkuo

Top Mentioned in G9:
@mediahackza
@gijn
@outlierafrica
@thetimes
@tomhcalver
@ajlabs
@ajenglish
@_mamaili
@occrp
@nuktaafrica

Top Mentioned in G10:
@wnyc
@sparrowhealth
@clarkesworld
@gothamist
@hellgateny
@robinberjon
@iconews
@wired
@pranavdixit
@google

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@el_universal_mx
@httweets
@thehill
@sainsburys
@abscbnnews
@bluradioco
@infobae
@theofficialsbi
@repubblica

Top Tweeters in G1:
@wcvb
@peta
@washingtonpost
@mercnews
@cbsnews
@nbcnews
@dallasnews
@sfchronicle
@wsmv
@rachelmillman

Top Tweeters in G2:
@el_universal_mx
@httweets
@theofficialsbi
@jilevin
@theeconomist
@financialtimes
@cnet
@ft
@lequipe
@mooseallain

Top Tweeters in G3:
@repubblica
@le_figaro
@lesechos
@varadmehta
@lemondefr
@aphclarkson
@cnews
@afp
@libe
@daveweigel

Top Tweeters in G4:
@ukrpravda_news
@frances_coppola
@bbcnews
@mailonline
@france24
@politico
@npr
@rtenews
@theatlantic
@kyletucker_ath

Top Tweeters in G5:
@reuters
@business
@nytimes
@scroll_in
@tb_times
@bpolitics
@opinion
@ghoshworld
@liberationtech
@johnedwinmason

Top Tweeters in G6:
@elmundoes
@eldiarioes
@la_ser
@famelica_legion
@_infolibre
@pancartera
@miercolesrepubl
@psoe
@podemos
@pilarggranja

Top Tweeters in G7:
@folha
@discord
@wftv
@claudiacostin
@neilhimself
@davidcoverdale
@msoares
@mahideia
@semaforben
@wsarai

Top Tweeters in G8:
@thehill
@ap
@denverpost
@coyotegulch
@sanhotree
@nickriccardi
@vicenews
@jemelehill
@gtconway3d
@theredmentv

Top Tweeters in G9:
@cumhuriyetgzt
@263chat
@ajenglish
@thetimes
@turkishindy
@newshour
@abbasnasir59
@vice
@srfnews
@michaelemann

Top Tweeters in G10:
@writtenbyhanna
@nslayton
@emptywheel
@tomcoates
@postopinions
@google
@theplumlinegs
@techmeme
@hayesbrown
@chronotope


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