list:19390498 filter:links since:2023-01-30 until:2023-02-06, Twitter, 2/6/2023 1:03:22 PM, 288717


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list:19390498 filter:links since:2023-01-30 until:2023-02-06 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2023-01-30 until:2023-02-06 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
February 06, 2023
Short Description:
list:19390498 filter:links since:2023-01-30 until:2023-02-06 via NodeXL https://bit.ly/3JG3vcj
@chronotope
@digiphile
@washingtonpost
@troyericg
@msoares
@nytimes
@latimes
@bradqskillman
@juliaangwin
@samjoiner

Top hashtags:
#budget2023
#dataviz
#covid19
#journalism

Description:
Description
The graph represents a network of 6,292 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-01-30 until:2023-02-06", 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, 06 February 2023 at 12:57 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 30 January 2023 at 00:02 UTC to Sunday, 05 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 : 6292
Unique Edges : 10138
Edges With Duplicates : 6520
Total Edges : 16658
Number of Edge Types : 5
Retweet : 3994
Tweet : 5051
Replies to : 636
MentionsInRetweet : 2731
Mentions : 4246
Self-Loops : 5108
Reciprocated Vertex Pair Ratio : 0.0368151617470864
Reciprocated Edge Ratio : 0.0710158630108205
Connected Components : 288
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 5166
Maximum Edges in a Connected Component : 14261
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.549567
Graph Density : 0.000240482195222734
Modularity : 0.569854
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,292 Twitter users whose recent tweets contained "list:19390498 filter:links since:2023-01-30 until:2023-02-06", 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, 06 February 2023 at 12:57 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 30 January 2023 at 00:02 UTC to Sunday, 05 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:2023-01-30 until:2023-02-06
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:
[67] https://twitter.com/TwitterDev/status/1621026986784337922
[31] https://www.ajc.com/gdpr.html
[21] https://subscriptions.touchbasepro.com/t/d-e-ziilujk-idijluldui-jy/
[20] https://twitter.com/EdConwaySky/status/1621496630498181121
[18] https://newsletters.mediahack.co.za/subscribe/treevolution/
[17] https://themarkup.org/hello-world/2023/02/04/journalistic-lessons-for-the-algorithmic-age
[17] https://ft.com/us-defence-industry
[15] https://twitter.com/davidwade/status/1620170301958164487
[15] https://www.latimes.com/world-nation/story/2023-02-02/mexico-pharmacy-fentanyl-laced-pills-meth
[15] https://www.nytimes.com/interactive/2023/02/05/world/asia/china-obits-covid.html

Top URLs in Tweet in G1:
[14] https://www.washingtonpost.com/politics/2023/02/05/poll-biden-trump-2024/
[14] https://www.latimes.com/world-nation/story/2023-02-02/mexico-pharmacy-fentanyl-laced-pills-meth
[12] https://www.latimes.com/projects/monterey-park-mass-shooting-unfolded-lunar-new-year/#nt=00000186-0812-dfd7-ab9e-de162f9e0002-showMedia-1col-7030col1-main
[11] https://www.washingtonpost.com/pr/2023/01/30/post-announces-2023-summer-intern-class/
[11] https://www.latimes.com/environment/story/colorado-river-in-crisis
[11] https://theprint.in/budget/budget-2023-modi-govt-on-track-on-2022-capex-promises-states-lag-punjab-bihar-repeat-offenders/1332020/
[10] https://www.ire.org/product/nicar23-intro-python/
[10] https://twitter.com/TwitterDev/status/1621026986784337922
[10] https://www.washingtonpost.com/dc-md-va/2023/02/01/mormon-ponzi-scheme-vegas-fbi/
[10] http://ow.ly/c19R50HgpSk

Top URLs in Tweet in G2:
[14] https://twitter.com/TwitterDev/status/1621026986784337922
[12] https://themarkup.org/hello-world/2023/02/04/journalistic-lessons-for-the-algorithmic-age
[6] https://www.semafor.com/article/02/03/2023/at-any-age-donald-trump-pushes-the-gop-towards-targeting-transgender-adults
[5] https://twitter.com/JuliaAngwin/status/1621856597491306498
[5] https://howtoverify.info/
[5] https://www.semafor.com/article/02/02/2023/george-santos-weve-been-secretly-recorded
[4] https://sjn-static.s3.amazonaws.com/ImpactTrackingGuide_SJN_Fathm.pdf
[3] https://themarkup.org/levelup/2023/01/31/in-2023-resolve-to-fix-your-organizations-meta-pixel-problem
[3] https://rickmorton.substack.com/p/nobody-expects-the-vanished-inquisition
[3] https://defector.com/justice-for-flamingo-who-did-not-consent-to-being-dyed-pink

Top URLs in Tweet in G3:
[7] https://infoamazonia.org/2023/02/01/militar-negacionismo-crise-humanitaria-yanomami/
[4] https://qualempresameligou.com.br
[4] https://sumauma.com/quando-mare-dobrar-mancha-vai-entrar-petroleo-foz-amazonas/
[4] http://factor.prodavinci.com/alzheimer-en-venezuela/index.html
[3] https://twitter.com/lucyramos/status/1269083766779232256/video/1
[3] https://www1.folha.uol.com.br/poder/2023/01/familias-pobres-sao-enganadas-e-pagam-para-receber-cisternas-sob-bolsonaro.shtml
[2] https://twitter.com/adsonsrocki/status/1619155032582270976
[2] https://twitter.com/nucleojor/status/1620770360022147072
[2] https://nucleo.jor.br/raiox/2023-02-03-musk-vai-matar-um-monte-de-bots-do-bem-no-twitter/
[2] https://twitter.com/JuliaAngwin/status/1621856604663447553

Top URLs in Tweet in G4:
[9] https://bylinetimes.com/2023/02/04/russia-and-the-us-press-the-article-the-cjr-didnt-publish/
[6] https://www.washingtonpost.com/opinions/2023/02/02/trump-polls-republican-opponents/
[5] https://www.opentech.fund/news/open-technology-fund-announces-free-and-open-source-software-sustainability-fund/
[4] https://twitter.com/dcampbell_iptv/status/1621885703427690498
[3] https://twitter.com/TwitterDev/status/1621026986784337922
[3] https://twitter.com/kylepope/status/1319256945694527488
[3] https://www.politico.com/news/magazine/2023/01/30/liz-truss-republican-party-00080280
[3] https://twitter.com/nymetrowx/status/1621644224180412426
[2] https://www.bloomberg.com/news/articles/2022-09-07/a-text-alert-may-have-saved-california-from-power-blackouts
[2] https://eu.usatoday.com/story/opinion/columnists/2023/01/28/supreme-court-leak-abortion-ethics-ginni-thomas/11123899002/

Top URLs in Tweet in G5:
[6] https://www.elconfidencial.com/espana/2023-02-05/el-mapa-de-la-inmigracion-barrio-a-barrio-es-espana-un-pais-segregado_3568992/
[5] https://www.elconfidencial.com/espana/2022-07-15/fronteras-industria-control-migratorio_3460287/
[4] http://www.corresponsalesdepaz.es/eventos/el-congreso-de-periodismo-de-huesca-celebra-su-xxiv-edicion-los-dias-16-y-17-de-marzo
[4] https://twitter.com/tolerancia_rne/status/1621522348523556867
[4] https://twitter.com/i/broadcasts/1lDxLnmylqPGm
[3] https://twitter.com/BBCCareers/status/1618241461228797952
[2] https://es.greenpeace.org/es/en-profundidad/sos-acuiferos/donana-agua-sin-ley/
[2] https://es.greenpeace.org/es/en-profundidad/sos-acuiferos/mar-menor/
[2] https://es.greenpeace.org/es/en-profundidad/sos-acuiferos/humedal-las-tablas-de-daimiel/
[2] https://elpais.com/espana/madrid/2023-02-02/la-paz-prescindio-del-mejor-doctor-de-espana-en-el-uso-de-la-maquina-mas-puntera-para-el-cancer-que-estuvo-parada-seis-meses.html

Top URLs in Tweet in G6:
[7] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[5] https://nebraskajournalismtrust.org/join-our-team/
[4] https://www.thedodo.com/amphtml/daily-dodo/guy-cuts-hole-in-wall-and-is-shocked-by-what-comes-pouring-out
[3] https://fortune.com/2023/02/01/housing-market-bifurcated-home-price-correction-crash-no-decline-charts/
[3] https://twitter.com/newslambert/status/1622014234518249474
[3] https://nebraskapublicmedia.org/en/news/news-articles/can-a-state-organization-charge-44000-for-emails-a-lawsuit-may-answer-that-question/
[2] https://jezebel.com/ohio-sheetz-employee-was-forced-to-quit-her-job-because-1850055147?rev=1675205450885
[2] https://twitter.com/katiedimartin/status/1620637635135045632
[2] https://twitter.com/Vesperis_Art/status/1617951232282460161
[2] https://www.theguardian.com/us-news/2023/feb/01/massachusetts-prisoners-organ-donations

Top URLs in Tweet in G7:
[8] https://twitter.com/TwitterDev/status/1621026986784337922
[4] https://www.iccl.ie/digital-data/europe-wide-overhaul-of-gdpr-monitoring-triggered-by-iccl/
[4] https://www.movetodon.org/
[4] https://twitter.com/elonmusk/status/1621259936524300289
[4] https://www.thecrimson.com/article/2023/2/2/donovan-forced-leave-hks/
[3] https://www.nytimes.com/2023/02/03/opinion/bird-flu-h5n1-pandemic.html
[3] https://adage.com/article/digital-marketing-ad-tech-news/ana-and-4as-blast-iab-ceo-david-cohens-remarks/2466831?utm_medium=social&utm_source=twitter&utm_term=adage&utm_content=1a22e2db-5cbf-41d7-ab1d-80c384112f9d
[2] https://19thnews.org/2023/02/black-history-month-19th-staff-reflections/
[2] https://www.salon.com/2023/02/03/call-the-woke-busters-ron-desantis-sends-volunteer-army-to-snatch-books-from-students-hands/
[2] https://www.salon.com/2023/01/30/its-not-about-the-kids-push-family-friendly-version-of-anti-lgbtq-agenda/

Top URLs in Tweet in G8:
[13] https://ft.com/us-defence-industry
[12] https://boards.eu.greenhouse.io/financialtimes33/jobs/4119524101
[5] https://www.ft.com/products?location=https%3A%2F%2F%2Fus-defence-industry%2F
[5] https://www.ft.com/content/84ca852e-8653-43ac-ae76-023f8829229c
[4] https://www.youtube.com/watch?v=6UY2HOpuTlk

[4] https://www.ft.com/content/ce6d6cb3-d9bc-4571-b0a3-714f95599a10
[4] https://www.ft.com/content/f2775ead-4ceb-43bc-b63d-c72fb3b30301
[3] https://ft.trib.al/Kf4YWxd
[3] https://twitter.com/alanbeattie/status/1620777532202291203
[3] https://www.thetimes.co.uk/article/bargains-at-shops-are-twice-the-price-of-a-year-ago-66d99523b

Top URLs in Tweet in G9:
[6] https://tcij.org/initiative/lyra-mckee-investigative-journalism-training-bursary/lyra-mckee-bursary-scheme-2023/
[5] https://blog.datadesk.eco/p/bringing-satellite-imagery-into-focus
[4] https://www.thetimes.co.uk/article/loophole-allows-subsidiaries-of-sanctioned-russian-companies-to-sponsor-uk-visas-3dn92vvf5
[3] https://www.rightmove.co.uk/properties/129052259
[3] https://www.thebureauinvestigates.com/stories/2022-12-16/thousands-of-vulnerable-people-cut-off-from-gas-and-electricity-for-days-at-a-time
[3] https://twitter.com/EndFuelPoverty/status/1621424740102557696
[3] https://clairemiller.net/blog/2023/02/freedom-of-information-in-the-news-week-ending-3-2-2023-foifriday/
[3] https://www.theguardian.com/commentisfree/2023/feb/03/uk-property-ownership-legal-loophole-transparent-identity
[2] https://twitter.com/AlexSelbyB/status/1621278161152401409?t=e_fpGGFNaR53p_zfIS_TmA&s=19
[2] https://unherd.com/2023/01/the-truth-about-germanys-levelling-up/

Top URLs in Tweet in G10:
[10] https://www.nytimes.com/interactive/2023/02/05/world/asia/china-obits-covid.html
[10] https://www.washingtonpost.com/politics/interactive/2023/george-santos-resume-lies/
[10] https://www.washingtonpost.com/climate-environment/interactive/2023/food-impact-climate-water-wildlife/
[6] https://www.washingtonpost.com/sports/interactive/2023/lebron-james-nba-scoring-record/
[6] https://www.etsy.com/shop/wombhousebooks
[4] https://graphics.reuters.com/SPACE-ASTEROIDS/zdpxdnrzrpx/index.html
[4] https://multimedia.scmp.com/infographics/sport/article/3208740/pele/index.html?src=social
[4] https://www.reuters.com/graphics/SPACE-ASTEROIDS/zdpxdnrzrpx/
[3] https://stories.visualeyed.com/visualjournalism/
[3] https://www.nytimes.com/spotlight/graphics

Top Domains
Top Domains in Tweet in Entire Graph:
[2406] twitter.com
[288] trib.al
[287] washingtonpost.com
[192] nytimes.com
[157] co.uk
[124] youtube.com
[100] ft.com
[97] latimes.com
[95] bloomberg.com
[92] theguardian.com

Top Domains in Tweet in G1:
[290] twitter.com
[157] washingtonpost.com
[80] theprint.in
[74] latimes.com
[39] bloomberg.com
[35] trib.al
[31] nytimes.com
[29] youtube.com
[28] wsj.com
[27] ire.org

Top Domains in Tweet in G2:
[106] twitter.com
[26] themarkup.org
[17] semafor.com
[10] theguardian.com
[8] numlock.com
[8] howtoverify.info
[6] nytimes.com
[6] openai.com
[6] theatlantic.com
[6] gothamist.com

Top Domains in Tweet in G3:
[115] twitter.com
[48] com.br
[11] sumauma.com
[10] globo.com
[10] youtube.com
[8] infoamazonia.org
[7] org.br
[6] pulitzercenter.org
[5] theintercept.com
[4] jor.br

Top Domains in Tweet in G4:
[124] twitter.com
[20] trib.al
[19] washingtonpost.com
[13] timesunion.com
[9] nytimes.com
[9] bylinetimes.com
[8] themarkup.org
[8] nypost.com
[5] substack.com
[5] opentech.fund

Top Domains in Tweet in G5:
[56] twitter.com
[23] elconfidencial.com
[14] elpais.com
[11] eldiario.es
[11] cadenaser.com
[8] epe.es
[6] greenpeace.org
[4] lavanguardia.com
[4] corresponsalesdepaz.es
[2] elcierredigital.com

Top Domains in Tweet in G6:
[148] twitter.com
[14] politico.com
[10] fortune.com
[10] trib.al
[10] propublica.org
[9] wsj.com
[6] npr.org
[5] nytimes.com
[5] nebraskajournalismtrust.org
[5] khn.org

Top Domains in Tweet in G7:
[118] twitter.com
[12] nytimes.com
[7] 19thnews.org
[6] salon.com
[6] detroitnews.com
[5] substack.com
[5] spotify.com
[4] iccl.ie
[4] kotaku.com
[4] time.com

Top Domains in Tweet in G8:
[72] twitter.com
[70] ft.com
[29] trib.al
[23] co.uk
[12] greenhouse.io
[12] nytimes.com
[7] youtube.com
[5] substack.com
[4] kontinentalist.com
[4] wsj.com

Top Domains in Tweet in G9:
[59] twitter.com
[36] co.uk
[20] theguardian.com
[7] youtube.com
[6] tcij.org
[6] datadesk.eco
[5] gov.uk
[5] thebureauinvestigates.com
[4] org.uk
[4] reuters.com

Top Domains in Tweet in G10:
[45] washingtonpost.com
[26] twitter.com
[19] nytimes.com
[12] etsy.com
[10] trib.al
[10] scmp.com
[9] reuters.com
[6] buriedsignals.com
[5] youtube.com
[4] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] budget2023
[53] dataviz
[45] covid19
[35] journalism
[28] ddj
[27] osint
[25] datajournalism
[22] blackhistorymonth
[21] dstvprem
[21] foi



Top Hashtags in Tweet in G1:
[31] budget2023
[18] journalism
[8] nicar23
[7] ddj
[6] dataviz
[6] ctwx
[5] datajournalism
[4] chatgpt
[4] nycwx
[4] nywx

Top Hashtags in Tweet in G2:
[7] osint
[4] twitter
[4] journalism
[3] datajournalism
[3] chatgpt
[2] dataviz
[2] brain
[2] openaccess
[2] verification
[2] situationawareness

Top Hashtags in Tweet in G3:
[4] rstats
[2] sosyanomami
[2] salveyanomami
[2] yanomami
[2] yanomani
[2] milmonday
[2] feltrin
[2] ooops
[2] televisão
[2] lula

Top Hashtags in Tweet in G4:
[8] opengov
[2] twitterfiles
[2] supremecourt
[2] foss
[2] sustainability
[2] technology
[2] security
[2] privacy
[2] civictech
[2] ny03

Top Hashtags in Tweet in G5:
[6] ondasdelpodcast
[6] periodismo
[4] congreso
[4] huesca
[4] marzo
[3] díadeloshumedales
[3] ddj
[3] journojobs
[3] birmingham
[2] tesoro

Top Hashtags in Tweet in G6:
[2] new
[2] topofmind
[2] ismpmi
[2] economy
[2] wfh
[2] fomc
[2] jolts
[2] ksleg
[2] oilandgas
[2] anamericansickness

Top Hashtags in Tweet in G7:
[3] youtubestrike
[2] shutitdown
[2] nodetentioncamps
[2] cdnmedia
[2] dcnlive
[2] stopcopcity
[2] enoughlsenough
[2] hachyderm
[2] relmeauth
[2] indieauth

Top Hashtags in Tweet in G8:
[10] popeindrc
[5] dataviz
[4] popeinafrica
[3] adani
[3] bishopsout
[2] drc
[2] kinshasa
[2] popeincongo
[2] papafrancesco
[2] rdcongo

Top Hashtags in Tweet in G9:
[20] foi
[4] suissesecrets
[3] cijlyramckee
[3] opendata
[2] manchester
[2] corruption
[2] census2021
[2] geographyteacher
[2] ucurising
[2] enoughlsenough

Top Hashtags in Tweet in G10:
[13] dataviz
[7] infographic
[6] narrativevisualisation
[6] informationdesign
[4] meded
[4] medtwitter
[4] health
[4] science
[4] pele
[4] legend

Top Words
Top Words in Tweet in Entire Graph:
[2946] de
[1422] la
[1109] en
[680] el
[587] data
[478] people
[457] le
[443] un
[441] like
[437] story

Top Words in Tweet in G1:
[153] data
[92] story
[73] like
[73] people
[69] time
[64] trump
[62] र
[62] read
[54] क
[54] post

Top Words in Tweet in G2:
[41] data
[31] work
[28] time
[21] like
[19] great
[18] tools
[18] ai
[18] story
[16] chatgpt
[15] juliaangwin

Top Words in Tweet in G3:
[384] de
[120] da
[87] em
[84] com
[73] para
[60] não
[57] por
[54] os
[51] uma
[42] mais

Top Words in Tweet in G4:
[25] cjr
[23] trump
[22] data
[22] time
[21] people
[15] public
[15] long
[15] like
[14] potus
[14] death

Top Words in Tweet in G5:
[463] de
[254] la
[217] en
[215] el
[120] los
[97] por
[72] del
[72] las
[67] con
[64] para

Top Words in Tweet in G6:
[35] housing
[30] mortgage
[29] home
[28] market
[27] like
[26] markets
[23] construction
[21] rate
[21] data
[21] price

Top Words in Tweet in G7:
[41] like
[40] people
[36] twitter
[25] google
[24] api
[21] data
[19] privacy
[16] read
[16] time
[15] city

Top Words in Tweet in G8:
[43] data
[36] story
[32] police
[28] war
[26] defence
[26] visual
[25] people
[23] read
[22] ukraine
[22] being

Top Words in Tweet in G9:
[29] people
[27] uk
[25] story
[21] companies
[20] #foi
[17] work
[16] working
[13] data
[13] read
[13] 000

Top Words in Tweet in G10:
[21] time
[19] china
[18] data
[18] de
[16] en
[16] planet
[15] naemaahmed
[15] 000
[15] co
[15] better

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[289] de,la
[128] lt,lt
[105] en,la
[86] de,los
[86] en,el
[51] de,las
[48] spy,balloon
[39] colorado,river
[38] journalist's,toolbox
[38] social,media

Top Word Pairs in Tweet in G1:
[38] journalist's,toolbox
[22] washington,post
[20] budget,2023
[19] colorado,river
[18] post,abc
[16] nikhil,rampal
[16] rampal,nikhilrampal1
[16] nikhilrampal1,reports
[14] tyre,nichols
[13] fentanyl,meth

Top Word Pairs in Tweet in G2:
[7] knowledge,graph
[7] tools,tips
[6] bayer_julia,rubybouw
[6] commercial,projects
[6] rubybouw,ipekbrs
[6] lessons,learned
[6] silly,bots
[6] social,graph
[5] health,data
[5] discover,explore

Top Word Pairs in Tweet in G3:
[8] de,janeiro
[8] aos,yanomami
[6] en,venezuela
[6] de,golpe
[6] povo,yanomami
[6] brasil,paralelo
[6] ano,passado
[6] de,lula
[6] pulitzercenter,rin
[6] tentativa,de

Top Word Pairs in Tweet in G4:
[7] public,safety
[5] froomkin,tomwatson
[5] emptywheel,professorshaw
[5] michaeldweiss,davidcorndc
[5] open,source
[5] davidcorndc,froomkin
[5] kathapollitt,michaeldweiss
[5] york,times
[5] professorshaw,kathapollitt
[4] people,ages

Top Word Pairs in Tweet in G5:
[50] de,la
[44] en,la
[38] de,los
[28] en,el
[14] sobre,el
[13] es,una
[13] en,los
[11] con,el
[11] por,la
[10] todos,los

Top Word Pairs in Tweet in G6:
[17] housing,market
[14] mortgage,rate
[9] mortgage,rates
[7] high,high
[7] average,30
[7] 30,fixed
[7] home,price
[7] fixed,mortgage
[6] jan,2019
[6] residential,construction

Top Word Pairs in Tweet in G7:
[10] shutting,down
[6] social,media
[6] twitter,api
[5] matt,walsh
[5] open,source
[5] reporting,story
[5] union,busting
[4] police,force
[4] lapel,pins
[4] people,things

Top Word Pairs in Tweet in G8:
[19] defence,industry
[18] supply,chains
[14] weapons,changed
[14] data,journalist
[13] visual,story
[13] ukraine,war
[13] story,maps
[13] changed,ukraine
[13] maps,supply
[12] chains,weapons

Top Word Pairs in Tweet in G9:
[8] family,courts
[7] images,ve
[7] peaks,view
[7] himalayan,000
[7] ve,privilege
[7] view,afghanistan
[7] privilege,working
[7] meter,peaks
[7] 000,meter
[7] impressive,planet

Top Word Pairs in Tweet in G10:
[12] naemaahmed,ssdance
[10] salmon,cod
[10] joydonghk,dawncai624
[10] rice,potatoes
[10] better,planet
[10] ssdance,ducroquet
[10] food,better
[9] santos,stepping
[9] down,committees
[9] beef,pork

Top Replied-To
Top Replied-To in Entire Graph:
@inrae_france
@yuthikabhargava
@sofakingkewl91
@newslambert
@biglocalnews
@msoares
@biggorna
@forecasterenten
@nickhasthoughts
@dcampbell_iptv

Top Replied-To in G1:
@yuthikabhargava
@biglocalnews
@forecasterenten
@usdot
@mulawpoll
@postguild
@lloydgreen9
@nthitz
@dataeditor
@kimringreporter

Top Replied-To in G2:
@twitterdev
@reedalbergotti
@mattherdman
@karenyhan
@theatlantic
@gothamist
@mjtecka
@janovsky
@riptari
@floriangallwitz

Top Replied-To in G3:
@biggorna
@msoares
@reporterenato
@henrybugalho
@andregraziano
@carlossennab
@lesarturip
@masacra
@mikkelovvy
@luanborges

Top Replied-To in G4:
@dcampbell_iptv
@timesunion
@clemson1881
@potus44
@potus
@housegop
@normankelley
@jelani9
@databyler
@jdickerson

Top Replied-To in G5:
@ivandeldedo_
@hectorgbarnes
@cardiffbus

Top Replied-To in G6:
@newslambert
@sofakingkewl91
@mayhemiac
@openargs
@jon12129
@nytimes
@doubleljsquared
@krubner
@alexcheser
@junlper

Top Replied-To in G7:
@acyn
@lynneluvah
@millakellr
@simonowens
@doriantaylor
@goodrx
@joshin4colours
@cfarivar

Top Replied-To in G8:
@t0nyyates
@kontinentalist_
@samfr
@louis_ashworth
@seanclarke
@charlieotmove
@thhamilton
@sime0nstylites
@andypalmer
@federicacocco

Top Replied-To in G9:
@gregshahade
@owenwntr
@rpxadair
@basialcummings
@gordonmccracke3
@nagharnaghat
@owenboswarva

Top Replied-To in G10:
@furvel75
@saberyempatar
@titonka
@naemaahmed
@benlkeith
@daniellealberti
@infowetrust

Top Mentioned
Top Mentioned in Entire Graph:
@kxan_news
@washingtonpost
@latimes
@nikhilrampal1
@nytimes
@ire_nicar
@oklahomawatch
@wsjgraphics
@outlierafrica
@kxan_weather

Top Mentioned in G1:
@latimes
@nikhilrampal1
@washingtonpost
@ire_nicar
@wsjgraphics
@connorasheets
@theeconomist
@seangreene89
@cnsmd
@nytimes

Top Mentioned in G2:
@juliaangwin
@themarkup
@betsyladyzhets
@open_notebook
@soljourno
@bayer_julia
@rubybouw
@ipekbrs
@semafor
@daveweigel

Top Mentioned in G3:
@pulitzercenter
@folha
@infoamazoniabr
@agenciapublica
@sumaumajornal
@rainforest_rin
@msoares
@datalagom
@agencialupa
@bermudezlievano

Top Mentioned in G4:
@cjr
@potus
@whitehouse
@thenation
@databyler
@nytimes
@twitter
@washingtonpost
@opentechfund
@potus45

Top Mentioned in G5:
@arubiocampana
@el_pais
@nachotronic
@eldiarioes
@elconfidencial
@tonocalleja
@robertobecares
@elperiodico_esp
@libroscom
@joseantonio_bg

Top Mentioned in G6:
@npr
@flatwaterfreep
@mattwynn
@smessenger
@theheroofthyme
@patrickmrucker
@khnews
@mostring
@mrgopal
@pat_clark

Top Mentioned in G7:
@bostonjoan
@pbpost
@drewharwell
@19thnews
@katikokal
@fonsecaap
@google
@alphabetworkers
@ftc
@sumannaishadham

Top Mentioned in G8:
@ft
@sam_learner
@unherd
@ftdata
@thetimes
@ollie
@financialtimes
@jburnmurdoch
@bobhaslett
@dimi

Top Mentioned in G9:
@planet
@tbij
@vi_gayle
@louisetickle
@gemmanewby
@tortoise
@sandywarr
@gareth_davies09
@cijournalism
@guardian

Top Mentioned in G10:
@naemaahmed
@ducroquet
@ssdance
@joydonghk
@dawncai624
@bengolliver
@scmpgraphics
@vwang3
@arturgalocha
@pabloroblesg

Top Tweeters
Top Tweeters in Entire Graph:
@httweets
@lafm
@limportant_fr
@southwestair
@cnbctv18live
@infobae
@reuters
@rapplerdotcom
@indianexpress
@dailymirror

Top Tweeters in G1:
@indianexpress
@business
@cnbc
@bostonglobe
@latimes
@gustavoarellano
@washingtonpost
@wsj
@cnn
@abcnews

Top Tweeters in G2:
@noahpinion
@chrisgeidner
@eliothiggins
@daveweigel
@jonnelledge
@newrepublic
@techmeme
@twoeightnine
@genepark
@gothamist

Top Tweeters in G3:
@g1
@temponewsroom
@folha
@denisesq
@estadao
@valaafshar
@choracuica
@prodavinci
@tvglobo
@luanborges

Top Tweeters in G4:
@guardian
@nyctsubway
@nytimes
@emptywheel
@baseballcrank
@hsfi
@brianstelter
@digiphile
@dominiccampbell
@constans

Top Tweeters in G5:
@el_pais
@bbcnews
@eldiarioes
@elconfidencial
@la_ser
@efenoticias
@republica_com
@elordenmundial
@srtagalicia
@catalunyaradio

Top Tweeters in G6:
@coldestwinters
@politico
@sinow
@fortunemagazine
@npr
@maxnordau
@junlper
@loganmohtashami
@aceattorney_bot
@popsci

Top Tweeters in G7:
@businessinsider
@clancynewyork
@anildash
@failnaut
@pbpost
@google
@adage
@chronotope
@teenvogue
@jason_kint

Top Tweeters in G8:
@financialtimes
@ft
@ilpost
@charlesarthur
@nrc
@oregonian
@nytsports
@stephenkb
@samfr
@t0nyyates

Top Tweeters in G9:
@guardiannews
@thetimes
@bbcbrasil
@beltel
@nymag
@eadt24
@guardianopinion
@mtrc
@rpxadair
@godisinthetv

Top Tweeters in G10:
@scmpnews
@nytimesarts
@azi
@pamelnos
@itvfootball
@conversationuk
@versobooks
@wildweatherdan
@jczamora
@lowyinstitute


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