NodeXL Graph Gallery: Interactive Graph


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list:19390498 filter:links since:2023-01-16 until:2023-01-23 Twitter NodeXL SNA Map and Report for M (experimental version)
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From:
SMRFoundation
Uploaded on:
January 23, 2023
Short Description:
list:19390498 filter:links since:2023-01-16 until:2023-01-23 via NodeXL https://bit.ly/3XuZE6d
@zeisbaerger
@msoares
@nytimes
@moritz_wichmann
@chronotope
@propublica
@washingtonpost
@digiphile
@ndiakopoulos
@textyorgua

Top hashtags:
#ddj
#covid19
#dataviz
#chatgpt

Description:
Description
The graph represents a network of 5,860 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-01-16 until:2023-01-23", 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, 23 January 2023 at 13:11 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 16 January 2023 at 00:01 UTC to Sunday, 22 January 2023 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 : 5860
Unique Edges : 9437
Edges With Duplicates : 5400
Total Edges : 14837
Number of Edge Types : 5
Retweet : 3735
Tweet : 4689
MentionsInRetweet : 2404
Mentions : 3465
Replies to : 544
Self-Loops : 4748
Reciprocated Vertex Pair Ratio : 0.0299522673031026
Reciprocated Edge Ratio : 0.0581624377244815
Connected Components : 283
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 4852
Maximum Edges in a Connected Component : 12911
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.630152
Graph Density : 0.000251385371940255
Modularity : 0.583512
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,860 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-01-16 until:2023-01-23", 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, 23 January 2023 at 13:11 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 16 January 2023 at 00:01 UTC to Sunday, 22 January 2023 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:2023-01-16 until:2023-01-23
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:
[27] https://newsletters.mediahack.co.za/subscribe/treevolution/
[21] https://sigmaawards.org/
[19] https://time.com/6247678/openai-chatgpt-kenya-workers/
[16] https://reutersinstitute.politics.ox.ac.uk/blind-news-audiences-are-being-left-behind-data-visualisation-revolution-heres-how-we-fix
[15] https://www.latimes.com/california/story/2023-01-22/la-me-monterey-park-mass-shooting
[15] https://newsletters.mediahack.co.za/subscribe/sports/
[14] https://app.radarai.com/
[13] https://www.ajc.com/gdpr.html
[13] https://corehr.hrcloud.com/TBT/#/job-detail/72cba747eae9ea0b34cbd2aace3feba2
[13] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2F2023%2F04%2Fco2-zertifikate-betrug-emissionshandel-klimaschutz

Top URLs in Tweet in G1:
[16] https://sigmaawards.org/
[10] https://corehr.hrcloud.com/TBT/#/job-detail/72cba747eae9ea0b34cbd2aace3feba2
[10] http://ow.ly/c19R50HgpSk
[10] http://ow.ly/k5PU50HgpSj
[10] https://www.nytimes.com/2023/01/17/us/politics/restaurant-workers-wages-lobbying.html
[10] https://time.com/6247678/openai-chatgpt-kenya-workers/
[9] https://nytimes.wd5.myworkdayjobs.com/NYT/job/New-York-NY/Graphics-Multimedia-Editor_REQ-013905-1
[7] https://oaklandside.org/2023/01/18/35-oakland-lives-lost-traffic-collisions-2022/
[6] https://www.routledge.com/Data--Journalism-A-Story-Driven-Approach-to-Learning-Data-Reporting/Reilley-Sunne/p/book/9781032225913
[6] https://apnews.com/article/shotspotter-artificial-intelligence-investigation-9cb47bbfb565dc3ef110f92ac7f83862

Top URLs in Tweet in G2:
[11] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2F2023%2F04%2Fco2-zertifikate-betrug-emissionshandel-klimaschutz
[8] https://www.theguardian.com/environment/2023/jan/18/revealed-forest-carbon-offsets-biggest-provider-worthless-verra-aoe
[8] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2023-01%2Fwahlrechtsreform-bundestagswahl-2021-ueberhangmandate-interaktiv
[6] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2F2023%2F04%2Fco2-zertifikate-betrug-emissionshandel-klimaschutz%2Fkomplettansicht
[6] https://www.source-material.org/vercompanies-carbon-offsetting-claims-inflated-methodologies-flawed/
[5] https://www.latimes.com/california/story/2023-01-22/la-me-monterey-park-mass-shooting
[5] https://worldle.teuteuf.fr
[5] https://www.republik.ch/2023/01/16/wir-haben-kein-recht-vor-der-klimakrise-zu-kapitulieren
[5] https://news-infographics-analytics-maps.media/2023_agenda.html
[4] https://www.curbed.com/2023/01/east-village-squatters-standoff-1995.html?utm_medium=social&utm_content=curbed&utm_source=twitter&utm_campaign=curbed.socialflow

Top URLs in Tweet in G3:
[4] https://www.sosmitmensch.at/bericht-ueber-missstaende-bei-ma-35
[3] https://crowdfunding.dossier.at/
[2] https://www.youtube.com/watch?v=gX1tQdEoZOc&feature=youtu.be

[2] https://www.kleinezeitung.at/politik/innenpolitik/6217960/Vergewaltigt-und-verleumdet_Sieben-Jahre-Haft-fuer?s=09
[2] https://twitter.com/Senficon/status/1615398987158245377
[2] https://www.vienna.at/dsn-bekommt-unabhaengige-kontrollkommission/7854121
[2] https://twitter.com/corinnamilborn/status/1615766010233257985
[2] https://twitter.com/hornissedie/status/1615470145266417665
[2] https://twitter.com/zartbitter_ev/status/1616847947463024640
[2] https://www.wienerzeitung.at/meinung/leitartikel/2174500-Ueber-Gleichheit.html

Top URLs in Tweet in G4:
[6] https://fivethirtyeight.com/features/bidens-approval-rating-is-up-will-his-misplaced-classified-documents-bring-it-down/
[5] https://patch.com/new-york/oysterbay/disabled-veteran-george-santos-took-3k-dying-dogs-gofundme
[5] https://www.washingtonpost.com/technology/2023/01/17/jan6-committee-report-social-media/
[4] https://fivethirtyeight.com/features/one-major-concession-from-the-speaker-election-isnt-as-major-as-it-seems/
[4] https://slate.com/technology/2023/01/chatgpt-wikipedia-articles.html
[3] https://www.reuters.com/technology/tesla-video-promoting-self-driving-was-staged-engineer-testifies-2023-01-17/
[3] https://www.axios.com/2023/01/17/twitter-media-sports-content-deals
[3] https://twitter.com/ZaneGTCooper/status/1615818663634010112
[3] https://www.cjr.org/opinion/wikipedia-is-twenty-its-time-to-start-covering-it-better.php
[2] https://onedrive.live.com/edit.aspx?resid=8445E4F4A51E2B73!1988&ithint=file,xlsx&authkey=!AN8rdO7IHsc3b-c

Top URLs in Tweet in G5:
[11] https://eu.usatoday.com/in-depth/news/investigations/2023/01/19/human-trafficking-laws-enforcement-impact-victim-experience/10392339002/
[8] https://spoutible.com/
[5] https://eu.usatoday.com/story/news/investigations/2023/01/17/california-flooding-just-latest-natural-disaster-where-worst/11032443002/
[4] https://riffmagazine.com/mp3/rewind-20230121/
[4] https://www.economist.com/united-states/2023/01/19/it-is-still-legal-to-hit-children-in-school-in-19-american-states
[4] https://reutersinstitute.politics.ox.ac.uk/blind-news-audiences-are-being-left-behind-data-visualisation-revolution-heres-how-we-fix
[4] https://www.thedailybeast.com/desantis-blocks-ap-african-american-studies-course-for-breaking-floridas-anti-crt-law
[4] https://eu.usatoday.com/in-depth/graphics/2023/01/15/green-comet-what-it-is-how-to-see-it/11039033002/
[3] https://www.reckon.news/news/2023/01/the-story-behind-mlk-blvd-in-chicago-dc-and-portland.html
[3] https://www.economist.com/graphic-detail/2023/01/17/a-flurry-of-new-studies-identifies-causes-of-the-industrial-revolution

Top URLs in Tweet in G6:
[9] https://source.opennews.org/articles/how-we-can-bring-new-perspectives/
[7] https://www.minnpost.com/state-government/2023/01/how-love-and-commitment-led-to-legal-same-sex-marriage-in-minnesota-10-years-ago/
[5] https://prisonjournalismproject.org/job-posting-managing-editor/
[5] https://www.ire.org/training/fellowships-and-scholarships/educator-of-color-scholarships/
[4] https://twitter.com/IRE_NICAR/status/1614019486029434905
[4] https://www.abqjournal.com/2565117/solomon-pena-arrested-in-shootings-targeting-new-mexico-democratic-politicians-homes.html
[4] https://twitter.com/emmacarew/status/1615384716735123456
[4] https://www.minnpost.com/careers/2023/01/audience-editor/
[3] https://twitter.com/flatwaterfreep/status/1616519835038482433
[3] https://docs.google.com/presentation/d/1UMktGpwd68n5LXYrBvQLZfYZ5G1hik0k3YoP9p4_YRU/edit

Top URLs in Tweet in G7:
[4] https://twitter.com/democracynow/status/1616427648393134082
[4] https://texty.org.ua/articles/108745/vidtinky-temryavy-yak-vidklyuchaly-elektroenerhiyu-v-kyyevi-ta-lvovi-infohrafika/
[3] https://www.newstatesman.com/quickfire/2023/01/germany-ukraine-tanks-roadblock-europe
[3] https://www.nationalworld.com/health/exclusive-60-of-ae-patients-wait-over-12-hours-at-one-english-hospital-3990524
[2] https://twitter.com/NOELreports/status/1616010060525600768
[2] https://twitter.com/serhiyprytula/status/1615039030017523717
[2] https://www.theguardian.com/uk-news/2023/jan/21/revealed-scores-of-child-asylum-seekers-kidnapped-from-home-office-hotel?CMP=Share_AndroidApp_Other
[2] https://twitter.com/ukrbravery/status/1616727859737026560
[2] https://www.theguardian.com/environment/2023/jan/16/return-of-el-nino-will-cause-off-the-chart-temperature-rise-climate-crisis?CMP=Share_iOSApp_Other
[2] https://www.ft.com/content/f2e5a5f4-38b8-44ab-8230-ba28c5971ba4

Top URLs in Tweet in G8:
[4] https://cadenaser.com/cadena-ser/a-vivir-que-son-dos-dias/
[4] https://docs.google.com/forms/d/e/1FAIpQLSfnqeEsBC3Yru54_2SOEUDpDahs_XQncoh45m1Sz0CSMA77OQ/viewform
[3] https://elpais.com/economia/2023-01-16/los-mas-ricos-aumentan-su-fortuna-en-2500-millones-al-dia.html
[2] https://elpais.com/ciencia/2022-12-21/el-ultimo-guardian-de-los-glaciares-tropicales.html
[2] https://www.bluradio.com/blu360/caribe/congelaran-precio-de-tarjeta-de-turismo-en-san-andres-ante-caida-de-visitantes-en-un-25-rg10
[2] https://mvsnoticias.com/
[2] https://www.minsalud.gov.co/Normatividad_Nuevo/Resoluci%C3%B3n%20No.%20051%20de%202023.pdf
[2] https://bogota.gov.co/mi-ciudad/ambiente/distrito-sigue-atendiendo-alto-numero-de-reportes-tinguas-azules
[2] https://www.eldiario.es/catalunya/primera-condena-espana-fondo-imponer-subida-abismal-alquiler-inquilina_1_9869076.html
[2] https://www.publico.es/economia/condenado-fondo-buitre-azora-clausulas-abusivas-contratos-alquiler.html?utm_source=twitter&utm_medium=social&utm_campaign=web

Top URLs in Tweet in G9:
[8] https://sotn.newstatesman.com/2023/01/exclusive-tory-voters-opinion-keir-starmer-prime-minister
[7] https://sotn.newstatesman.com/2022/11/britainpredicts
[6] https://www.thetimes.co.uk/article/voters-back-extra-pay-for-nurses-but-who-else-deserves-a-rise-mwh8kxnwd
[5] https://twitter.com/ndiakopoulos/status/1615331370401955842
[5] https://www.newstatesman.com/politics/welfare/2023/01/funeral-costs-dying-crisis-paupers
[4] https://enterprise-sharing.ft.com/error-pages/expired-link?contentId=23dda938-9f9b-4fb9-9912-bfe9dee927cd
[4] https://medium.com/@ndiakopoulos/the-generative-ai-in-the-newsroom-challenge-9fe2dc5fb2a7
[4] https://dataharvest.eu/2022/12/15/dataharvest-ideas-please-send-before-january-21/
[3] https://sotn.newstatesman.com/2023/01/would-boris-johnson-save-the-tories-from-electoral-oblivion
[3] https://medium.com/britainelects

Top URLs in Tweet in G10:
[5] https://www.taxpolicy.org.uk/2023/01/19/zahawi_story/
[4] https://www.bbc.co.uk/iplayer/episode/p0dxj7j5/the-lives-she-saved
[3] https://www.reddit.com/r/dataisbeautiful/comments/107dsgw/oc_the_origins_of_germanys_natural_gas/
[3] https://twitter.com/billyperrigo/status/1615682180201447425
[2] https://www.businesspost.ie/analysis-opinion/editorial-amateurish-property-developers-are-a-menace-to-public-finances/
[2] https://free.navalny.com
[2] https://www.noteworthy.ie/no-access-bord-na-mona-aie-5810771-Jul2022/
[2] https://www.southernstar.ie/news/all-it-takes-for-evil-to-prosper-is-for-good-people-to-say-and-do-nothing-4255647
[2] https://twitter.com/Ned_Donovan/status/1615275207455027201
[2] http://www.teachersinspire.ie

Top Domains
Top Domains in Tweet in Entire Graph:
[2209] twitter.com
[243] trib.al
[178] washingtonpost.com
[167] co.uk
[165] nytimes.com
[139] youtube.com
[91] theguardian.com
[83] co.za
[70] lemonde.fr
[66] substack.com

Top Domains in Tweet in G1:
[236] twitter.com
[66] nytimes.com
[62] semafor.com
[61] trib.al
[53] com.br
[37] washingtonpost.com
[27] youtube.com
[26] journaliststoolbox.org
[21] theintercept.com
[20] lemonde.fr

Top Domains in Tweet in G2:
[148] twitter.com
[38] zeit.de
[26] theguardian.com
[19] nytimes.com
[11] washingtonpost.com
[7] nymag.com
[7] latimes.com
[7] spiegel.de
[6] teuteuf.fr
[6] source-material.org

Top Domains in Tweet in G3:
[86] twitter.com
[18] orf.at
[14] youtube.com
[12] derstandard.at
[6] kleinezeitung.at
[6] ots.at
[6] diesubstanz.at
[6] falter.at
[5] sueddeutsche.de
[4] puls24.at

Top Domains in Tweet in G4:
[105] twitter.com
[105] trib.al
[19] fivethirtyeight.com
[14] washingtonpost.com
[7] nytimes.com
[5] patch.com
[5] slate.com
[4] google.com
[4] axios.com
[4] theatlantic.com

Top Domains in Tweet in G5:
[76] twitter.com
[43] usatoday.com
[16] ilsole24ore.com
[9] nytimes.com
[8] edsource.org
[8] spoutible.com
[7] economist.com
[5] reckon.news
[5] defector.com
[5] washingtonpost.com

Top Domains in Tweet in G6:
[66] twitter.com
[28] minnpost.com
[12] opennews.org
[9] trib.al
[9] ire.org
[8] nytimes.com
[7] abqjournal.com
[7] washingtonpost.com
[6] coloradosun.com
[5] prisonjournalismproject.org

Top Domains in Tweet in G7:
[89] twitter.com
[14] org.ua
[7] theguardian.com
[5] co.uk
[5] trib.al
[5] stuttgarter-zeitung.de
[5] gothamist.com
[4] spiegel.de
[4] theatlantic.com
[4] lb.ua

Top Domains in Tweet in G8:
[32] twitter.com
[23] elpais.com
[15] efectococuyo.com
[5] google.com
[5] eldiario.es
[4] talcualdigital.com
[4] gov.co
[4] youtube.com
[4] cadenaser.com
[3] europa.eu

Top Domains in Tweet in G9:
[68] twitter.com
[43] newstatesman.com
[23] co.uk
[14] medium.com
[10] supremecourt.gov
[8] ft.com
[6] theverge.com
[6] energymonitor.ai
[4] youtube.com
[4] theguardian.com

Top Domains in Tweet in G10:
[39] twitter.com
[17] co.uk
[15] ednh.news
[11] trib.al
[7] theguardian.com
[6] reddit.com
[5] org.uk
[4] substack.com
[4] yahoo.com
[4] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] ddj
[45] covid19
[44] dataviz
[44] chatgpt
[36] datajournalism
[30] covid
[28] journalism
[21] foi
[20] davos
[18] ukraine



Top Hashtags in Tweet in G1:
[22] ddj
[16] datajournalism
[14] journalism
[8] museumarchive
[6] ellissitzky
[6] txlege
[5] chatgpt
[4] museumofmodernart
[4] notebookgate
[4] dataviz

Top Hashtags in Tweet in G2:
[13] niam23
[6] midrange
[6] niam2023
[6] dataviz
[5] worldle
[5] ktipp
[4] oott
[3] fossilfuels
[3] transparenz
[3] steuergelder

Top Hashtags in Tweet in G3:
[14] mecfsimbundestag
[12] iranrevolution
[6] irgcterrorists
[6] teichtmeister
[4] selbstbestimmungsgesetz
[4] berlin
[4] nichtgenesen
[4] övp
[4] ltwnoe
[4] wien

Top Hashtags in Tweet in G4:
[8] mlkday
[7] opengov
[4] mlk
[3] covid19
[2] hof
[2] insen
[2] txlege
[2] tx2024
[2] ncgov
[2] aapi

Top Hashtags in Tweet in G5:
[6] dataviz
[5] nightingaleinprint
[4] caleg
[4] caedu
[4] a11y
[3] accessibility
[3] datavisualization
[3] rstats
[2] teachers
[2] literacy

Top Hashtags in Tweet in G6:
[8] mnleg
[6] coleg
[5] copolitics
[4] irecuny
[4] nm
[4] shmoocon
[2] nicar23
[2] investigative
[2] journalism
[2] markrippee

Top Hashtags in Tweet in G7:
[7] ukraine
[5] ddj
[4] dnipro
[4] freetheleopards
[4] atomicheart
[4] dataviz
[4] longcovid
[3] disinformation
[2] russian
[2] russiaisaterroriststate

Top Hashtags in Tweet in G8:
[4] españa
[4] villalbavssareb
[3] venezuela
[2] 18ene
[2] 19ene
[2] 20ene
[2] 21ene
[2] 22ene
[2] primicia
[2] extraoficial

Top Hashtags in Tweet in G9:
[4] energy
[3] ddj
[2] statingtheobvious
[2] designcodingfortheenglishstreet
[2] nicar22
[2] ic2s2
[2] ai
[2] localnews
[2] a11y
[2] dataharvest

Top Hashtags in Tweet in G10:
[12] ednh
[8] afpgraphics
[3] dalvstb
[2] weloveyouchristy
[2] stoprussia
[2] standwithukraine
[2] refugeeswelcome
[2] dementia
[2] rtenationwide
[2] nadimzahawi

Top Words
Top Words in Tweet in Entire Graph:
[2730] de
[1206] la
[967] en
[569] el
[561] data
[478] people
[469] le
[422] die
[393] un
[374] les

Top Words in Tweet in G1:
[489] de
[148] da
[128] em
[110] data
[104] com
[103] para
[88] por
[78] os
[72] people
[65] não

Top Words in Tweet in G2:
[61] die
[60] der
[56] und
[49] mit
[43] das
[40] people
[39] la
[38] ist
[38] data
[38] carbon

Top Words in Tweet in G3:
[220] die
[164] der
[159] und
[102] das
[93] ist
[79] von
[72] für
[65] es
[63] ein
[59] auf

Top Words in Tweet in G4:
[25] 2024
[24] time
[23] people
[23] news
[20] twitter
[18] gop
[18] public
[18] house
[18] state
[18] senate

Top Words in Tweet in G5:
[32] story
[28] data
[28] people
[22] di
[19] usatoday
[19] like
[18] news
[16] il
[15] la
[14] part

Top Words in Tweet in G6:
[28] ire_nicar
[21] state
[21] journalism
[19] people
[19] de
[17] story
[16] like
[15] work
[13] data
[13] house

Top Words in Tweet in G7:
[54] ukraine
[45] russian
[39] на
[23] war
[20] people
[20] tanks
[20] з
[20] в
[18] що
[18] ukrainian

Top Words in Tweet in G8:
[714] de
[373] la
[296] en
[245] el
[155] los
[116] del
[113] por
[108] un
[100] las
[91] para

Top Words in Tweet in G9:
[43] data
[31] ai
[21] people
[19] read
[19] lab
[17] work
[16] like
[15] voters
[14] generative
[14] journalism

Top Words in Tweet in G10:
[20] people
[14] read
[13] love
[13] eudatanewshub
[12] #ednh
[12] ai
[11] data
[11] being
[11] news
[11] good

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[240] de,la
[89] en,el
[74] de,los
[59] data,journalism
[58] de,las
[53] en,la
[53] dans,le
[43] social,media
[40] sur,les
[38] journalist's,toolbox

Top Word Pairs in Tweet in G1:
[38] journalist's,toolbox
[24] data,journalism
[17] de,bolsonaro
[14] tax,evasion
[13] resources,journalist's
[12] em,brasília
[12] jair,bolsonaro
[11] jan,19
[10] lucrative,scheme
[10] goliath,battle

Top Word Pairs in Tweet in G2:
[13] co2,zertifikate
[13] hannahknuth,herrfischer
[12] carbon,offsets
[9] bei,der
[8] color,palette
[8] klima,betrug
[8] carbon,offsetting
[8] map,color
[8] für,ein
[8] ab,jetzt

Top Word Pairs in Tweet in G3:
[16] für,die
[13] und,die
[13] das,ist
[10] über,die
[10] mit,einem
[9] aus,der
[8] ist,es
[8] mikl,leitner
[8] auf,der
[8] bei,der

Top Word Pairs in Tweet in G4:
[11] classified,documents
[8] approval,rating
[7] elon,musk
[7] anthony,devolder
[7] nfl,predictions
[7] freedom,caucus
[6] social,media
[6] news,biden
[6] immune,system
[6] political,polls

Top Word Pairs in Tweet in G5:
[6] show,roller
[6] coaster,nfl
[6] roller,coaster
[6] process,ruhlmuk
[6] fans,show
[6] season,week
[6] football,fans
[6] 18,ended
[6] avid,football
[6] nfl,season

Top Word Pairs in Tweet in G6:
[7] de,la
[6] master,class
[6] aaja,nabj
[6] data,journalism
[5] editorial,strategy
[5] journalists,helps
[5] class,part
[5] layoffs,flag
[5] weeks,terms
[5] hiring,managing

Top Word Pairs in Tweet in G7:
[6] caesar,8x8
[6] defence,industry
[6] 19,caesar
[5] weapons,ukraine
[5] kyiv,lviv
[5] power,outages
[4] being,called
[4] outdoor,dining
[4] russian,troops
[4] action,plan

Top Word Pairs in Tweet in G8:
[101] de,la
[39] de,los
[37] en,el
[31] de,las
[26] en,la
[18] de,enero
[17] por,la
[14] de,su
[14] más,de
[12] por,el

Top Word Pairs in Tweet in G9:
[12] generative,ai
[8] public,sector
[6] intention,lab
[6] westminster,voting
[6] tory,voters
[6] voting,intention
[6] stable,diffusion
[5] ends,meet
[5] drives,price
[5] rise,present

Top Word Pairs in Tweet in G10:
[8] far,right
[5] nadhim,zahawi
[4] giant,squid
[4] infografica,#ednh
[4] l'infografica,#ednh
[4] news,hub
[4] data,news
[4] beth,matthews
[4] excess,deaths
[4] worth,read

Top Replied-To
Top Replied-To in Entire Graph:
@naalmot
@hlonimtimkulu
@msoares
@rafaelmmartins
@niftyjutsu
@mlive
@anne_theriault
@summerbrennan
@daisychungart
@wallaceme

Top Replied-To in G1:
@msoares
@rafaelmmartins
@ap
@carolinekuzemko
@bob_fernandes
@rottenindenmark
@uicuf
@langstonitaylor
@iksoviet
@tucaandrada3

Top Replied-To in G2:
@herrfischer
@iccltweet
@chronotope
@humanpropensity
@rebeccasolnit
@johnwilander
@adprofs
@ketualbrecht
@ketanj0
@_tomokeefe_

Top Replied-To in G3:
@thomaswalach
@einpapa7
@ataksak
@annelieseputz
@anna_thalhammer
@vbohrnmena
@humanimalis
@alf1alf
@the_boomerang
@nicolawerdenigg

Top Replied-To in G4:
@elena___mejia
@notmrtibbs
@hellodonavon
@ivyxvine
@cmyeaton
@fbi
@summerbrennan
@realnicod1
@gudetube
@segrov

Top Replied-To in G5:
@notoriousrsg
@clacesarano
@kristnmerrilees
@leximcmenamin
@danbarker
@jenniferlevitz
@lorepregliasco
@aborruso
@chiaralalli
@walterstephanie

Top Replied-To in G6:
@emmacarew
@jaymisany
@miranda_writes1
@jeremyoharris
@leslieshmezlie

Top Replied-To in G7:
@draseemmalhotra
@defmon3
@dpdaaf
@igorbrigadir
@clashreport
@planninglaw_ie
@melb4886
@gothamist
@karim_douieb

Top Replied-To in G8:
@manuelrico
@viejo_topo

Top Replied-To in G9:
@robyncaplan
@sts_news
@elisewoodard20
@p_surridge
@protanorak
@igorbrigadir
@ccarter84
@brianfishman
@xlr8harder
@heatherread

Top Replied-To in G10:
@gloverstweets
@omahonydoireann
@cjsnowdon
@vankelsing
@sian_rowland
@willardfoxton
@disappoptimism
@cr3
@davidwhogg

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@ire_nicar
@outlierafrica
@rapplerdotcom
@guardian
@usatoday
@mariaressa
@washingtonpost
@lemondefr
@propublica

Top Mentioned in G1:
@nytimes
@mariaressa
@semafor
@edjnet
@sigmaawards
@gijn
@rapplerdotcom
@pulitzercenter
@samanthasunne
@propublica

Top Mentioned in G2:
@guardian
@hannahknuth
@herrfischer
@diezeit
@source_mat
@zeitonline
@h_i_g_s_c_h
@lukewbarratt
@republikmagazin
@automattic

Top Mentioned in G3:
@zeisbaerger
@profilonline
@br24
@julia_ortner
@fdp
@beideeltern
@pcsfueralle
@csu
@falter_at
@mailandguardian

Top Mentioned in G4:
@twitter
@whitehouse
@thejusticedept
@potus
@speakermccarthy
@jsweetli
@slate
@elena___mejia
@wikipedia
@opengovpart

Top Mentioned in G5:
@usatoday
@jsvine
@ruhlmuk
@simranparwani
@axiosvisuals
@sophiacai99
@datavizsociety
@visualisingdata
@allitorban
@acotgreave

Top Mentioned in G6:
@ire_nicar
@nabj
@newmarkjschool
@nahj
@aaja
@callaghanpeter
@report4america
@najournalists
@prisonjourn
@losowsky

Top Mentioned in G7:
@theatlantic
@gothamist
@conwayhall
@wnyc
@jeremycliffe
@repubblica
@arshtrock
@metofficeuk
@bbcbreaking
@bctallis

Top Mentioned in G8:
@el_pais
@dinaercilia
@vecinascornisa
@rayovallecano
@policiaperu
@sareb
@convocape
@_therion
@bluradioco
@paulacortesc

Top Mentioned in G9:
@newstatesman
@nichferris
@thetimes
@bnhwalker
@jonathanstray
@kathy_swinds
@energymonitorai
@hackette7
@danieldrepper
@dominikuhlig

Top Mentioned in G10:
@eudatanewshub
@bbcnews
@afp
@merbroussard
@espn
@nadhimzahawi
@miru_brs
@noteworthy_ie
@cronin_siobhan
@rteone

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@httweets
@elespectador
@limportant_fr
@thehill
@bluradioco
@repubblica
@reuters
@rapplerdotcom
@business

Top Tweeters in G1:
@rapplerdotcom
@uolnoticias
@uol
@bostonglobe
@estadao
@nytimes
@jornaloglobo
@lanacion
@washingtonpost
@enca

Top Tweeters in G2:
@guardian
@ouestfrance
@blackamazon
@doctorow
@alexandraerin
@joshtpm
@davidbix
@derspiegel
@zeitonline
@hn_frontpage

Top Tweeters in G3:
@thehill
@businessinsider
@muschelschloss
@littlewisehen
@moschaefer66
@derstandardat
@fluglehrer
@tagesschau
@sz_topnews
@br24

Top Tweeters in G4:
@slate
@thr
@arizonadot
@vulture
@digiphile
@abcpolitics
@livingston4az
@ophirgottlieb
@faineg
@vanityfair

Top Tweeters in G5:
@business
@lastampa
@usatoday
@theeconomist
@katebevan
@veronasfilms
@azcentral
@sole24ore
@businesslivesa
@bangordailynews

Top Tweeters in G6:
@time
@cnn
@cbsnews
@wcco
@watchdogdiva
@newyorker
@jolinegkg
@beaconjournal
@laligaendirecto
@nrdc

Top Tweeters in G7:
@repubblica
@5channel
@eliothiggins
@stz_news
@rtenews
@theatlantic
@fmj_grif
@acoyne
@censor_net
@gothamist

Top Tweeters in G8:
@elespectador
@bluradioco
@publico_es
@la_ser
@ctxt_es
@jeanfreddy
@rtveplay
@viejo_topo
@bogota
@bosquehabitado

Top Tweeters in G9:
@huffpostuk
@thetimes
@newstatesman
@samfr
@mrharrycole
@jdportes
@owenjones84
@anandmenon1
@bcfc
@nickcohen4

Top Tweeters in G10:
@bbcnews
@britishvogue
@afp
@disappoptimism
@crunchyroll
@buffetkh0r
@espn
@rte
@kyleplantemoji
@spopalzai


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