list:19390498 filter:links since:2022-10-10 until:2022-10-17, Twitter, 10/17/2022 1:38:52 PM, 283066


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list:19390498 filter:links since:2022-10-10 until:2022-10-17 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2022-10-10 until:2022-10-17 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
October 17, 2022
Short Description:
list:19390498 filter:links since:2022-10-10 until:2022-10-17 via NodeXL https://bit.ly/3TqmkBT
@chronotope
@gavinsblog
@nytimes
@zeisbaerger
@agustin_icij
@msoares
@albertocairo
@gijn
@petrinkae
@moritz_wichmann

Top hashtags:
#ukraine
#covid19
#dataviz

Description:
Description
The graph represents a network of 7,704 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-10-10 until:2022-10-17", 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, 17 October 2022 at 13:31 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 10 October 2022 at 00:05 UTC to Sunday, 16 October 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 : 7704
Unique Edges : 13113
Edges With Duplicates : 8503
Total Edges : 21616
Number of Edge Types : 5
MentionsInRetweet : 3518
Mentions : 5068
Retweet : 5674
Tweet : 6650
Replies to : 706
Self-Loops : 6717
Reciprocated Vertex Pair Ratio : 0.0313212325875897
Reciprocated Edge Ratio : 0.0607400130975769
Connected Components : 267
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 6790
Maximum Edges in a Connected Component : 19765
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.915912
Graph Density : 0.000205850938846094
Modularity : 0.55307
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 7,704 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-10-10 until:2022-10-17", 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, 17 October 2022 at 13:31 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 10 October 2022 at 00:05 UTC to Sunday, 16 October 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 since:2022-10-10 until:2022-10-17
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:
[48] https://www.propublica.org/article/crda-failed-affordable-housing-atlantic-city
[40] https://www.ajc.com/gdpr.html
[37] https://www.propublica.org/article/yieldstar-rent-increase-realpage-rent
[33] https://www.wsj.com/articles/government-officials-invest-in-companies-their-agencies-oversee-11665489653
[30] https://www.nytimes.com/interactive/2022/10/13/us/politics/republican-candidates-2020-election-misinformation.html
[23] https://fivethirtyeight.com/features/secretary-of-state-elections/
[21] https://studentaid.gov/debt-relief/application
[18] https://www.nbcnews.com/tech/misinformation/urban-myth-litter-boxes-schools-became-gop-talking-point-rcna51439
[18] https://www.washingtonpost.com/politics/2022/10/14/hispanic-voters-democrats/
[17] https://projects.newsday.com/long-island/tracking-the-coronavirus-on-long-island/

Top URLs in Tweet in G1:
[31] https://www.wsj.com/articles/government-officials-invest-in-companies-their-agencies-oversee-11665489653
[28] https://www.nytimes.com/interactive/2022/10/13/us/politics/republican-candidates-2020-election-misinformation.html
[26] https://www.propublica.org/article/yieldstar-rent-increase-realpage-rent
[14] https://www.nbcnews.com/news/us-news/child-abuse-mandatory-reporting-laws-rcna50715
[14] https://www.propublica.org/article/child-welfare-search-seizure-without-warrants
[14] https://www.wsj.com/articles/china-competing-us-quantum-computing-11664997892
[14] https://www.nbcnews.com/data-graphics/toxic-herbicides-map-showing-high-exposure-state-rcna50052
[13] https://www.chalkbeat.org/pages/careers?gh_jid=5351474003
[12] https://www.nbcnews.com/tech/misinformation/urban-myth-litter-boxes-schools-became-gop-talking-point-rcna51439
[11] https://www.washingtonpost.com/travel/2022/10/15/germany-trip-itinerary-munich-berlin/

Top URLs in Tweet in G2:
[6] https://www.thetimes.co.uk/article/why-napoli-are-team-to-watch-in-champions-league-5xwscb3v8
[6] https://vidgrid.tk.gg/
[5] https://www.ft.com/content/3dd9ad29-40cf-4270-b0d9-74c03c85a3aa
[4] https://twitter.com/SeanFionn/status/1580270747339329542
[4] https://qrcode.skynews.com/skynews/politicshub
[4] https://www.ft.com/content/d387d40a-4e8c-4502-8ae9-62d7f1426b93?commentID=93af4408-6d90-4ffb-abd4-458686655f77
[4] https://news.sky.com/story/no-one-is-quite-sure-where-they-stand-anymore-despite-bank-of-englands-bond-intervention-12717905
[4] https://www.bbc.co.uk/news/world-middle-east-63242100
[4] https://www.ft.com/content/c67c0727-f8f4-4f9e-9035-c223c62c8b9e
[4] https://www.hindustantimes.com/india-news/nobel-for-lifting-the-curtain-on-banking-pitfalls-101665424606862-amp.html

Top URLs in Tweet in G3:
[8] https://www.themarshallproject.org/2022/10/13/how-a-suburb-spent-covid-relief-on-sniper-rifles-tactical-helmets-and-police-bonuses
[4] https://vaccines.gov/
[3] https://www.nytimes.com/2022/10/11/style/elon-musk-social-calendar.html
[3] https://www.ccc.de/de/updates/2022/konnektoren-400-millionen-geschenk
[3] https://twitter.com/dim0kq/status/1580827171903635456
[3] https://twitter.com/JoshKraushaar/status/1579973092738494464
[3] https://twitter.com/dellcam/status/1580274131471241217
[3] https://themarkup.org/inside-the-markup/2022/10/13/the-markup-hires-ko-bragg-and-ryan-tate-as-editors
[3] https://www.phoenixbooks.biz/book/9781982157357
[3] https://www.leoweekly.com/2022/10/feds-ex-louisville-police-officer-used-law-enforcement-tech-to-help-hack-sexually-explicit-photos-from-women/

Top URLs in Tweet in G4:
[8] https://www.latimes.com/california/story/2022-10-09/city-council-leaked-audio-nury-martinez-kevin-de-leon-gil-cedillo
[7] https://www.latimes.com/california/story/2022-10-13/la-city-council-nury-martinez-racist-who-leaked-audio
[5] https://twitter.com/MetaHorizon/status/1579947568372404226
[5] https://www.latimes.com/california/story/2022-10-09/nury-martinez-latino-recording-column-racist
[5] https://www.latimes.com/california/story/2022-10-11/nury-martinez-leak-reveals-crude-comments-about-jews-armenians
[5] https://www.vox.com/recode/2022/10/12/23400496/remote-work-from-home-office-boss-manager-hypocrisy
[5] https://www.nytimes.com/2022/10/12/nyregion/hasidic-yeshiva-mesivta-arugath-habosem-secular-education.html
[4] https://www.latimes.com/california/story/2022-10-10/labor-federation-says-leaked-audio-is-illegal-vows-to-investigate-and-prosecute
[4] https://twitter.com/MattBelloni/status/1579929606924009472
[4] https://studentaid.gov/debt-relief/application

Top URLs in Tweet in G5:
[9] https://elpais.com/eps/2022-10-14/nazareth-castellanos-casi-la-mitad-del-tiempo-nuestro-cerebro-es-un-vagabundo.html
[6] https://www.radiofrance.fr/franceculture/podcasts/les-cartes-en-mouvement/quand-la-chine-deboise-la-foret-tropicale-8650732
[5] https://mtmx.github.io/posts/nuages_monde/
[5] https://www.lefigaro.fr/conjoncture/comment-la-penurie-de-carburant-se-double-d-une-flambee-des-prix-20221012
[5] https://bulletin.fr/dico/
[4] https://www.lemonde.fr/international/article/2022/10/11/en-frappant-massivement-les-villes-ukrainiennes-le-kremlin-fait-la-promotion-d-une-operation-punitive_6145310_3210.html
[4] https://inconsolata.com/post/697747380503740416/cincomares
[4] https://twitter.com/YouGov/status/1432662671388778499
[4] https://www.mediapart.fr/journal/france/131022/les-fastueux-diners-de-laurent-wauquiez-aux-frais-de-la-region#at_medium=custom7&at_campaign=1046
[4] https://www.lesechos.fr/economie-france/social/reforme-des-retraites-le-gouvernement-au-pied-du-mur-sur-lemploi-des-seniors-1867519?xtor=CS4-6235

Top URLs in Tweet in G6:
[13] https://lagomdata.com.br/2022/10/04/quer-ser-estagiario-da-lagom-data/
[10] http://lagomdata.com.br/eleicoes/
[6] https://ok.org.br/noticia/50-anos-de-precisao-coda-br-2022-homenegeia-philip-meyer-conheca-seu-trabalho/
[6] https://valor.globo.com/politica/eleicoes-2022/noticia/2022/10/11/portaria-leva-quase-1-milhao-de-idosos-a-mais-as-urnas.ghtml
[4] https://twitter.com/msoares/status/1580181345312964608
[4] https://veja.abril.com.br/coluna/radar-economico/familia-de-zema-e-dona-de-empresa-que-pode-operar-consignado-do-auxilio/
[3] http://web.archive.org
[3] https://www.estadao.com.br/politica/caso-marajo-damares-alves-abuso-sexual-criancas-sem-provas/
[3] https://twitter.com/OGloboPolitica/status/1579647764195315714
[3] https://twitter.com/AndradeRNegro2/status/1580718135942213632

Top URLs in Tweet in G7:
[15] http://ow.ly/c19R50HgpSk
[15] http://ow.ly/k5PU50HgpSj
[8] https://gijn.org/2022/10/12/4-tips-for-avoiding-math-errors-when-reporting/
[7] https://www.reuters.com/world/europe/russian-women-pay-price-protests-against-putins-war-2022-10-14/
[5] https://www.routledge.com/Data--Journalism-A-Story-Driven-Approach-to-Learning-Data-Reporting/Reilley-Sunne/p/book/9781032225913
[4] https://datajournalism.com/read/blog/movies-based-on-data-journalism
[4] https://twitter.com/Rainforest_RIN/status/1580932444710019072
[4] https://www.bbc.co.uk/news/world-63213567
[3] https://gijn.org/2022/10/13/investigating-rainforest-destruction-finding-illegal-airstrips-using-machine-learning/
[3] https://datajournalism.com/read/newsletters/eye-on-data-journalism-in-iran

Top URLs in Tweet in G8:
[9] https://twitter.com/c_endt/status/1580924625596211201
[4] https://twitter.com/christianbaye13/status/1579404414133374976
[4] https://www.srf.ch/news/schweiz/grafiken-zum-coronavirus-so-entwickeln-sich-die-corona-zahlen-in-der-schweiz
[4] https://www.sueddeutsche.de/projekte/artikel/politik/landtagswahl-niedersachsen-2022-analyse-e702394/?reduced=true
[3] https://www.sueddeutsche.de/projekte/artikel/politik/fussball-me-too-boateng-gewalt-nationalmannschaft-e968022/?utm_source=twitter&utm_medium=twitterbot&utm_content=e968022&reduced=true
[3] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwirtschaft%2Fenergiemonitor-deutschland-gaspreis-spritpreis-energieversorgung
[3] https://www.eeas.europa.eu/eeas/eu-ambassadors-annual-conference-2022-opening-speech-high-representative-josep-borrell_en
[3] https://www.sueddeutsche.de/wirtschaft/energie-gas-knappheit-sparen-verbrauch-1.5670512?reduced=true
[2] https://www.axios.com/2022/10/12/weather-climate-billion-dollar-disasters?utm_campaign=editorial&utm_source=twitter&utm_medium=social
[2] https://www.axios.com/local/atlanta/2022/10/12/stacey-abrams-how-network-businesses-nonprofits-led-national-platform?utm_campaign=editorial&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G9:
[5] https://defence.nridigital.com/global_defence_technology_oct22/osint_in_ukraine
[3] https://inews.co.uk/news/consumer/shein-fast-fashion-workers-paid-3p-18-hour-days-undercover-filming-china-1909073
[3] https://cup.columbia.edu/book/computing-the-news/9780231199773
[3] https://twitter.com/TBIJ/status/1578270902629842945
[2] https://twitter.com/ShippersUnbound/status/1580901215722143744
[2] https://www.reddit.com/r/MapPorn/comments/clum6e/map_of_america_before_the_18461848_mexican/?utm_source=share&utm_medium=ios_app
[2] https://www.lavozdegalicia.es/noticia/galicia/2022/10/12/brecha-ingresos-barrios-ciudad-supera-68000-euros-anuales/00031665587442086922168.htm
[2] https://electomania.es/uk14o22
[2] https://twitter.com/ClaraCorbelhe/status/1580818315903389696
[2] https://www.reddit.com/r/MapPorn/comments/chidtc/watersheds_of_germany/?utm_source=share&utm_medium=ios_app

Top URLs in Tweet in G10:
[4] https://www.unser-orf.at/
[4] https://orf.at/
[4] https://www.bruegel.org/blog-post/russias-huge-trade-surplus-not-sign-economic-strength
[3] https://www.morgenpost.de/infografik/#/grafik/63360cec9d36ed010211b939
[3] https://www.morgenpost.de/infografik/
[2] https://www.nzz.ch/visuals/parteitag-in-china-ablauf-herausforderungen-und-hoehepunkte-ld.1704672?mktcid=smsh&mktcval=Twitter
[2] https://www.nzz.ch/visuals/parteitag-in-china-ablauf-herausforderungen-und-hoehepunkte-ld.1704672?mktcid=smch&mktcval=twpost_2022-10-11
[2] https://www.nzz.ch/feuilleton/in-der-sowjetunion-war-die-atombombe-ein-spielzeug-der-generaele-ld.1706312?mktcid=smch&mktcval=twpost_2022-10-13
[2] https://www.morgenpost.de/berlin/article236672243/Flughafen-Tempelhof-An-diesen-Stellen-hakt-der-Umbau.html
[2] https://stratonaut.shop/products/robot-89-t-shirt

Top Domains
Top Domains in Tweet in Entire Graph:
[3606] twitter.com
[387] trib.al
[286] washingtonpost.com
[241] nytimes.com
[193] co.uk
[174] youtube.com
[168] propublica.org
[159] wsj.com
[119] co.za
[111] bloomberg.com

Top Domains in Tweet in G1:
[409] twitter.com
[128] nytimes.com
[121] wsj.com
[113] trib.al
[97] propublica.org
[68] washingtonpost.com
[50] nbcnews.com
[27] chalkbeat.org
[26] apnews.com
[20] gobserver.net

Top Domains in Tweet in G2:
[325] twitter.com
[65] co.uk
[60] ft.com
[28] sky.com
[24] trib.al
[23] newstatesman.com
[15] theguardian.com
[12] hindustantimes.com
[10] youtube.com
[9] bloomberg.com

Top Domains in Tweet in G3:
[239] twitter.com
[22] washingtonpost.com
[16] nytimes.com
[14] youtube.com
[13] themarshallproject.org
[9] themarkup.org
[8] whitehouse.gov
[7] reuters.com
[6] vox.com
[6] vice.com

Top Domains in Tweet in G4:
[231] twitter.com
[51] latimes.com
[35] nytimes.com
[16] bloomberg.com
[16] businessinsider.com
[15] wsj.com
[15] washingtonpost.com
[11] youtube.com
[9] defector.com
[9] trib.al

Top Domains in Tweet in G5:
[84] twitter.com
[44] lemonde.fr
[25] elpais.com
[15] lefigaro.fr
[10] lesechos.fr
[10] observablehq.com
[9] medor.coop
[8] radiofrance.fr
[8] youtube.com
[7] bulletin.fr

Top Domains in Tweet in G6:
[146] twitter.com
[96] com.br
[31] globo.com
[19] youtube.com
[9] spotify.com
[8] xkcd.com
[7] archive.org
[7] org.br
[6] ponte.org
[5] theguardian.com

Top Domains in Tweet in G7:
[81] twitter.com
[34] gijn.org
[32] ow.ly
[23] journaliststoolbox.org
[16] trib.al
[13] reuters.com
[10] youtube.com
[9] co.uk
[8] datajournalism.com
[8] google.com

Top Domains in Tweet in G8:
[82] twitter.com
[30] sueddeutsche.de
[19] zeit.de
[12] axios.com
[8] nd-aktuell.de
[6] europa.eu
[6] nytimes.com
[6] reuters.com
[6] tagesanzeiger.ch
[6] boe.es

Top Domains in Tweet in G9:
[91] twitter.com
[13] co.uk
[9] theguardian.com
[6] thebureauinvestigates.com
[6] nridigital.com
[5] reddit.com
[4] nytimes.com
[4] sagepub.com
[4] medium.com
[3] columbia.edu

Top Domains in Tweet in G10:
[92] twitter.com
[13] orf.at
[13] derstandard.at
[8] morgenpost.de
[7] nzz.ch
[7] youtube.com
[6] unser-orf.at
[5] theguardian.com
[4] ccc.de
[4] sueddeutsche.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] ukraine
[67] covid19
[65] dataviz
[60] daphnecaruanagalizia
[47] portfolioday
[42] mahsaamini
[36] russia
[35] rstats
[34] ddj
[32] copolitics



Top Hashtags in Tweet in G1:
[12] browninstitute2022
[10] china
[9] fecfilingday
[8] txlege
[7] metoo
[6] okgov
[5] breaking
[4] dataviz
[4] edcolo
[4] foia

Top Hashtags in Tweet in G2:
[11] dataviz
[7] gistribe
[6] kyiv
[6] مهسا_امینی
[5] map
[5] ukraine
[3] mahsaamini
[3] tehran
[3] localgov
[3] elections

Top Hashtags in Tweet in G3:
[6] ukraine
[6] opengov
[5] gematik
[3] telematik
[3] aibillofrights
[3] dlfforum
[2] le1010
[2] wurzen
[2] querdenken
[2] quergida

Top Hashtags in Tweet in G4:
[3] mcweek
[2] daremightythingstogether
[2] goeuropaclipper
[2] xijinping
[2] china
[2] skol
[2] brains
[2] studentprivacy
[2] socialmedia
[2] privacy

Top Hashtags in Tweet in G5:
[41] portfolioday
[9] afp
[8] comingoutday
[8] comingout
[7] jsspatial
[6] ukrainerussianwar
[6] dataviz
[6] burkina
[5] ukraine
[4] lavapiésdenuncia

Top Hashtags in Tweet in G6:
[6] opinião
[4] charge
[4] cartoon
[4] digitalart
[2] tse
[2] debatenaband
[2] globonewsemponto
[2] debatenabandsp
[2] cpidacovid
[2] cop27

Top Hashtags in Tweet in G7:
[29] ukraine
[23] russia
[23] ukrainerussiawar
[17] journalism
[15] kyiv
[14] susmakyok
[11] datajournalism
[11] ddj
[6] iran
[6] indigenouspeoplesday

Top Hashtags in Tweet in G8:
[8] gaspreisbremse
[6] ltwnds2022
[5] metoo
[5] szplus
[4] klimakrise
[4] iran
[4] lützerath
[4] vfb
[4] russland
[4] eu

Top Hashtags in Tweet in G9:
[5] ruralbpj
[4] osint
[2] uk
[2] horizon2020
[2] angiebos
[2] zoeoxley
[2] habemusnovopresidentum
[2] ica23
[2] mlb
[2] polcomm

Top Hashtags in Tweet in G10:
[23] mahsaamini
[15] iranrevolution
[13] iranprotests2022
[8] iranrevolution2022
[8] مهسا_امینی
[8] evin
[6] تظاهرات_سراسرى
[4] china
[4] iran
[4] unserorf

Top Words
Top Words in Tweet in Entire Graph:
[3468] de
[1723] la
[1351] en
[735] people
[708] el
[663] data
[608] les
[595] le
[573] die
[569] un

Top Words in Tweet in G1:
[125] people
[123] data
[114] story
[97] election
[96] state
[90] officials
[88] investigation
[81] news
[81] like
[79] federal

Top Words in Tweet in G2:
[69] uk
[69] people
[51] ukraine
[51] good
[49] kyiv
[48] truss
[45] time
[42] data
[40] down
[38] like

Top Words in Tweet in G3:
[52] people
[37] data
[37] police
[34] public
[34] time
[30] der
[28] like
[24] das
[24] covid
[21] great

Top Words in Tweet in G4:
[53] people
[48] like
[47] city
[34] time
[31] council
[28] media
[26] work
[26] story
[25] news
[25] state

Top Words in Tweet in G5:
[709] de
[432] la
[268] en
[246] les
[231] le
[228] et
[204] des
[160] un
[145] du
[140] pour

Top Words in Tweet in G6:
[525] de
[163] em
[155] da
[147] não
[118] para
[113] com
[102] se
[85] por
[78] uma
[76] mais

Top Words in Tweet in G7:
[78] de
[54] toolbox
[54] journalist's
[43] data
[43] en
[38] tools
[37] journalists
[36] la
[32] subscribe
[32] journalism

Top Words in Tweet in G8:
[219] die
[192] der
[120] und
[69] mit
[68] von
[62] das
[53] ist
[53] auch
[50] eine
[46] den

Top Words in Tweet in G9:
[29] media
[25] work
[23] journalism
[21] social
[20] de
[18] news
[17] uk
[15] time
[13] data
[13] great

Top Words in Tweet in G10:
[136] die
[118] und
[104] der
[62] das
[58] für
[52] ein
[48] zu
[45] ist
[45] sie
[43] wir

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[356] de,la
[117] en,el
[109] en,la
[87] de,los
[66] social,media
[61] data,journalism
[59] liz,truss
[58] covid,19
[54] journalist's,toolbox
[53] atlantic,city

Top Word Pairs in Tweet in G1:
[33] brody,mullins
[29] 2020,election
[28] executive,branch
[22] republicans,running
[22] state,federal
[21] child,welfare
[20] federal,offices
[20] decisions,agencies
[20] rise,fall
[20] running,highest

Top Word Pairs in Tweet in G2:
[33] liz,truss
[32] mini,budget
[17] kwasi,kwarteng
[11] interest,rates
[11] downing,street
[10] russian,missile
[9] week's,climate
[9] ring,road
[9] bivariate,colour
[9] uk,government

Top Word Pairs in Tweet in G3:
[9] covid,19
[9] covid,relief
[8] funds,police
[8] riot,gear
[8] susie_c,marshallproj
[8] relief,funds
[8] independence,missouri
[6] sea,ice
[6] police,dog
[6] unit,cameras

Top Word Pairs in Tweet in G4:
[19] nury,martinez
[18] city,council
[11] los,angeles
[11] social,media
[10] leaked,audio
[10] fat,bear
[7] de,león
[7] single,family
[7] bear,week
[6] council,members

Top Word Pairs in Tweet in G5:
[97] de,la
[24] sur,les
[21] pour,le
[21] avec,la
[18] les,cartes
[17] dans,les
[17] du,#portfolioday
[16] par,mois
[16] je,suis
[15] des,mots

Top Word Pairs in Tweet in G6:
[17] fake,news
[15] segundo,turno
[12] se,você
[12] de,la
[11] de,hoje
[10] não,só
[9] de,bolsonaro
[9] séries,completas
[8] mais,de
[8] são,paulo

Top Word Pairs in Tweet in G7:
[54] journalist's,toolbox
[23] #ukraine,#russia
[23] #russia,#ukrainerussiawar
[21] resources,journalist's
[17] data,journalism
[17] tools,training
[15] subscriptions,#journalism
[15] newsletter,subscribe
[15] training,channel
[15] toolbox,subscribe

Top Word Pairs in Tweet in G8:
[10] wir,haben
[8] auch,der
[8] die,daten
[8] der,letzten
[8] aus,der
[8] der,ukraine
[8] super,pac
[8] das,ist
[8] über,die
[7] für,die

Top Word Pairs in Tweet in G9:
[9] social,science
[7] exciting,news
[6] social,media
[6] statesman,media
[6] media,group
[5] group,union
[5] news,statesman
[5] computational,social
[5] rural,reporting
[4] hundreds,court

Top Word Pairs in Tweet in G10:
[13] ein,paar
[10] #iranrevolution,#mahsaamini
[8] ist,die
[8] teilt,es
[8] #iranprotests2022,#iranrevolution2022
[7] immer,noch
[7] 12,oktober
[7] aber,auch
[7] das,ist
[6] wiener,zeitung

Top Replied-To
Top Replied-To in Entire Graph:
@aglorios
@ap
@mfouquenet
@ken_wheeler
@barinopedro
@mariosa56076952
@msoares
@idiazayuso
@lm_encartes
@billwells_1

Top Replied-To in G1:
@ap
@blaine
@jefferiesdanica
@becky_klempke
@alroker
@thrasherxy
@oscaraboukassem
@borgevino
@markmaxwelltv
@chrisprener

Top Replied-To in G2:
@billwells_1
@sangerkatz
@github
@financialtimes
@todayshow
@russell_fleming
@rogue_pure
@oconnoroisin
@rewearmouth
@tomschweg

Top Replied-To in G3:
@christophkappes
@hatr
@juuustinbrown
@lib_crusher
@asankin
@arobotwriting
@oknox
@habichthorn
@rockrawintoy
@mikeachim

Top Replied-To in G4:
@sophwarnes
@eric_young_1
@clockwerks
@startupyworld
@scottygb
@_abialas
@parkermolloy
@emmagallegos
@ameliamn
@samfr

Top Replied-To in G5:
@lm_encartes
@idiazayuso
@nazacastellanos
@abcarto
@yousouidi
@picardfloriane
@ljegou
@shirleyalmch
@louanben
@mathishammel

Top Replied-To in G6:
@mariosa56076952
@barinopedro
@msoares
@felipe_alr
@silas_araujo10
@robertoand81
@taoquei1
@stanley_bjj
@julianawith_ana
@oboltinho

Top Replied-To in G7:
@titm_official
@uonbi
@espnrittenberg
@brizzyc
@mrmetlhed
@ahmet_davutoglu
@mcneill_tweets

Top Replied-To in G8:
@pasiegrist
@chorherr
@georgzachmann
@dinosofos
@judithfreedman
@gilesyb
@andreasmaisch
@peterkacki
@muellertadzio

Top Replied-To in G9:
@truevisiontv
@harrisj
@kevglobal
@britishcycling
@ladyliminal1
@jonathanmcnam20
@charlotte_gggg
@britishtim
@christineist
@lukemcgee

Top Replied-To in G10:
@emwohlfarter
@hannesm
@haraldfunk
@daskorbstudio
@drericding
@martinthuer
@snoxyy14
@jasonforrestftw
@nouvella8
@t_witteria_wien

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@wsj
@propublica
@washingtonpost
@lemondefr
@lm_encartes
@nbcnews
@thepressofac
@fivethirtyeight
@latimes

Top Mentioned in G1:
@nytimes
@wsj
@propublica
@nbcnews
@washingtonpost
@coulterjones
@chadsday
@johnwest
@ap
@rebeccaballhaus

Top Mentioned in G2:
@ft
@bankofengland
@kwasikwarteng
@thetimes
@financialtimes
@theeconomist
@skynews
@theifs
@edconwaysky
@bnhwalker

Top Mentioned in G3:
@whitehouse
@potus
@potus45
@merbroussard
@elonmusk
@marshallproj
@susie_c
@anastasiajourno
@thejusticedept
@cdcdirector

Top Mentioned in G4:
@latimes
@lalabor
@mattdpearce
@terrycastleman
@latimesharriet
@walthickey
@summerrlin
@gustavoarellano
@sbworkersunited
@mountain_goats

Top Mentioned in G5:
@lemondefr
@lm_encartes
@delphinepapin
@xemartinlaborde
@les_arenes
@victor_simonnet
@ricccarto
@copernicusecmwf
@minigoer
@muriel2203

Top Mentioned in G6:
@zambelli2210
@folha
@estadao
@msoares
@eurenesilva
@letcesar
@andreshalders
@katiabrembatti
@ceciliadolago
@leandroruschel

Top Mentioned in G7:
@rainforest_rin
@fundaciongabo
@j_la28
@journtoolbox
@gijn
@samanthasunne
@efenoticias
@pulitzercenter
@afp
@jeltermeers

Top Mentioned in G8:
@sz
@zeitonline
@c_endt
@correctiv_org
@bnetza
@diezeit
@josepborrellf
@wpschill
@_katja_diehl_
@bmwk

Top Mentioned in G9:
@tbij
@guardian
@channel4
@sciencespo
@murrowcollege
@icahdq
@poli_com
@cityjournalism
@suw
@govanhill_mag

Top Mentioned in G10:
@morgenpost
@dossier_
@zsoltdarvas
@_cat_martins
@pcsfueralle
@cl_an
@ashishkjha46
@nzz
@kamp66
@adinarenner

Top Tweeters
Top Tweeters in Entire Graph:
@elespectador
@httweets
@inquirerdotnet
@limportant_fr
@thehill
@abscbnnews
@dailystar
@rapplerdotcom
@infobae
@reuters

Top Tweeters in G1:
@slate
@cnbc
@9news
@bbcnews
@bostonglobe
@nytimes
@abc13houston
@abc7newsbayarea
@washingtonpost
@bomani_jones

Top Tweeters in G2:
@httweets
@irishtimes
@skynews
@doctorow
@nikkei
@financialtimes
@theeconomist
@ft
@ilpost
@eliothiggins

Top Tweeters in G3:
@thehill
@dailystar
@thr
@cbsnews
@emptywheel
@ntvde
@toastcrust
@bleachernation
@bryvkin
@digiphile

Top Tweeters in G4:
@businessinsider
@huffpost
@latimes
@gustavoarellano
@variety
@nycsouthpaw
@nba
@slackhq
@adamsinger
@chrisgeidner

Top Tweeters in G5:
@le_figaro
@el_pais
@abc_es
@lesechos
@afpfr
@bbcmundo
@europe1
@lemondefr
@tdgch
@ajenglish

Top Tweeters in G6:
@aluizcosta
@folha
@danielaaf
@estadao
@jornaloglobo
@elpaisuy
@ladyrasta
@mau10
@opovo
@eurenesilva

Top Tweeters in G7:
@infobae
@reuters
@runrunesweb
@birgun_gazetesi
@prensagrafica
@abc
@efenoticias
@afp
@yahoonews
@techcrunch

Top Tweeters in G8:
@zeitonline
@sz
@ndaktuell
@shaindelr
@juliapuehringer
@axios
@capehartj
@ddayen
@tagesanzeiger
@derfreitag

Top Tweeters in G9:
@guardian
@joshtpm
@theipaper
@dpjhodges
@ladyliminal1
@michaelemann
@suw
@brexit_sham
@theoxfordmail
@intelcrab

Top Tweeters in G10:
@limportant_fr
@natsecjeff
@jerusalem_post
@def_izit
@derstandardat
@motherjones
@sz_topnews
@yashar
@lbc
@diepressecom


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