list:19390498 filter:links since:2022-05-16 until:2022-05-23, Twitter, 5/23/2022 2:38:44 PM, 276896


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list:19390498 filter:links since:2022-05-16 until:2022-05-23 Twitter NodeXL SNA Map and Report for M
list:19390498 filter:links since:2022-05-16 until:2022-05-23 Twitter NodeXL SNA Map and Report for M
From:
SMRFoundation
Uploaded on:
May 23, 2022
Short Description:
list:19390498 filter:links since:2022-05-16 until:2022-05-23 via NodeXL https://bit.ly/3Gc9tOp
@itsgeorgekamau
@nytimes
@digiphile
@gavinsblog
@arubiocampana
@zeisbaerger
@chronotope
@mariaramirezny
@washingtonpost
@msoares

Top hashtags:
#eijc22
#ddj
#dataviz
#auspol

Description:
Description
The graph represents a network of 8,127 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-05-16 until:2022-05-23", 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 May 2022 at 13:15 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 46-minute period from Monday, 16 May 2022 at 00:01 UTC to Sunday, 22 May 2022 at 23:47 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 : 8127
Unique Edges : 14010
Edges With Duplicates : 8291
Total Edges : 22301
Number of Edge Types : 5
Retweet : 5872
MentionsInRetweet : 4013
Mentions : 5680
Tweet : 6028
Replies to : 708
Self-Loops : 6131
Reciprocated Vertex Pair Ratio : 0.0255296034763715
Reciprocated Edge Ratio : 0.0497881355932203
Connected Components : 230
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 7389
Maximum Edges in a Connected Component : 21038
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.617407
Graph Density : 0.000200121132643212
Modularity : 0.567743
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,127 Twitter users whose recent tweets contained "list:19390498 filter:links since:2022-05-16 until:2022-05-23", 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 May 2022 at 13:15 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 46-minute period from Monday, 16 May 2022 at 00:01 UTC to Sunday, 22 May 2022 at 23:47 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:2022-05-16 until:2022-05-23
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:
[45] https://apnews.com/hub/2022-midterm-elections
[38] https://www.washingtonpost.com/health/interactive/2022/1-million-covid-deaths-us/
[37] https://www.nytimes.com/2022/05/20/world/americas/haiti-history-colonized-france.html
[34] https://twitter.com/sahilkapur/status/1527092111195226114
[30] https://www.theatlantic.com/health/archive/2022/05/monkeypox-outbreak-covid-pandemic/629920/
[29] https://twitter.com/oliverdarcy/status/1527430788144414721
[27] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[27] https://projects.propublica.org/graphics/ida-propublica-data-institute
[23] https://www.economist.com/interactive/international/2022/05/17/the-putin-show
[22] https://www.newyorker.com/news/dispatch/the-triumph-of-marcos-dynasty-disinformation-is-a-warning-to-the-us

Top URLs in Tweet in G1:
[22] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[21] https://www.nytimes.com/2022/05/20/world/americas/haiti-history-colonized-france.html
[19] https://projects.propublica.org/graphics/ida-propublica-data-institute
[18] https://www.washingtonpost.com/health/interactive/2022/1-million-covid-deaths-us/
[16] https://twitter.com/oliverdarcy/status/1527430788144414721
[16] https://www.nytimes.com/2022/05/19/world/europe/russia-bucha-ukraine-executions.html
[14] https://www.nytimes.com/interactive/2022/05/19/us/grief-one-million-us-covid-deaths.html
[13] https://www.theatlantic.com/health/archive/2022/05/monkeypox-outbreak-covid-pandemic/629920/
[12] https://www.abc.net.au/news/2022-05-20/federal-election-map-lying/101076016
[11] https://www.nytimes.com/interactive/2022/05/20/opinion/one-million-covid-deaths-texts.html

Top URLs in Tweet in G2:
[14] https://www.theatlantic.com/health/archive/2022/05/monkeypox-outbreak-covid-pandemic/629920/
[13] https://www.washingtonpost.com/health/interactive/2022/1-million-covid-deaths-us/
[11] https://www.washingtonpost.com/media/2022/05/15/democracy-midterms-vote-integrity-media-coverage/
[9] https://qz.com/2165639/miamis-mayor-backed-miamicoin-then-its-price-dropped-95-percent/
[8] https://www.theatlantic.com/magazine/archive/2022/06/chasing-joan-didion-california/629633/
[8] https://twitter.com/nbcsnl/status/1525685207961042945
[7] https://www.nytimes.com/2022/05/19/opinion/privacy-technology-data.html
[7] https://www.theatlantic.com/magazine/archive/2022/06/evangelical-church-pastors-political-radicalization/629631/
[7] https://www.vox.com/2022/5/18/23074733/abortion-philanthropy-foundations-funds
[6] https://www.nytimes.com/2022/05/15/us/replacement-theory-shooting-tucker-carlson.html

Top URLs in Tweet in G3:
[19] https://www.economist.com/interactive/international/2022/05/17/the-putin-show
[14] https://charts.theoutlier.co.za/
[11] http://ow.ly/c19R50HgpSk
[11] http://ow.ly/k5PU50HgpSj
[9] https://newsletter.theoutlier.co.za/
[8] https://gijn.org/2022/05/20/data-journalism-top-10-russias-global-propaganda-inflation-calculators-zelenskys-speeches-animating-dataviz/
[8] https://correctiv.org/aktuelles/wirtschaft/2022/05/18/wie-deutschlands-wissenschaft-china-hilft-zur-militaer-supermacht-aufzusteigen/
[8] https://bhekisisa.org/article/2022-05-18-what-the-latest-covid-stats-can-tell-us-and-what-they-cant/
[7] https://datajournalism.com/read/longreads/data-journalism-ideas
[7] https://nrch.de/2k

Top URLs in Tweet in G4:
[6] https://www.eldiario.es/internacional/alexander-stubb-exprimer-ministro-finlandia-reaccion-rusia-entrada-otan-sido-moderada_128_9000549.html
[5] https://elpais.com/salud-y-bienestar/2022-05-22/los-mil-dias-de-oro-asi-es-el-desarrollo-de-tu-bebe-en-los-primeros-dos-anos-de-vida-mes-a-mes.html?ssm=TW_CC
[4] https://twitter.com/soniaparicio/status/1526536556441395207
[4] https://www.lavanguardia.com/cultura/20220517/8271347/como-humanizar-noticias.html
[4] https://viapodcast.fm/analizan-el-audio-la-ia-y-las-marcas-en-la-era-conversacional/
[4] https://www3.abanteasesores.com/l/721813/2022-05-05/2bk4zr
[4] https://www3.abanteasesores.com/l/721813/2022-05-05/2bk55c
[4] https://www.newtral.es/procesos-judiciales/20220516/
[3] https://www.penguinlibros.com/es/business/296490-libro-el-periodico-9788418619113?utm_medium=social&utm_source=twitter&utm_campaign=book_9788418619113&utm_content=autor_enlace&pid=pid8114
[3] https://elpais.com/comunicacion/el-pais-que-hacemos/2022-05-18/nace-el-pais-salud-y-bienestar.html?ssm=TW_CC

Top URLs in Tweet in G5:
[7] https://www.lemonde.fr/international/article/2022/05/21/le-combat-russe-pour-marioupol-une-ville-symbolique-et-strategique_6127127_3210.html
[5] https://docs.google.com/document/d/1c9zJLKOu2TYBXat7A4xQMAXTrgVXKnrTUPBJNKO7HYE/edit?usp=sharing
[4] https://twitter.com/msoares/status/1528149466087362560
[4] https://www.mediapart.fr/journal/france/210522/violences-sexuelles-damien-abad-nomme-ministre-malgre-un-signalement-adresse-lrem
[3] https://www.lemonde.fr/international/article/2022/05/13/kaliningrad-une-epine-dans-le-pied-de-l-otan_6126011_3210.html#:~:text=Enqu%C3%AAteL'enclave%20forteresse%20de,au%20c%C5%93ur%20de%20l'OTAN
[3] https://twitter.com/quintatinta/status/1525806389897138176
[3] https://www.lemonde.fr/economie/article/2022/05/20/cnews-mise-en-demeure-pour-manquement-a-l-obligation-d-honnetete-et-de-rigueur-de-l-information_6126965_3234.html
[3] https://www.biorxiv.org/content/10.1101/2022.05.17.491528v1
[2] https://twitter.com/Variety/status/1528010288305414144
[2] https://www.wikiart.org/en/aleksandra-ekster/blue-black-red-1918

Top URLs in Tweet in G6:
[7] https://www.theverge.com/2022/5/16/23076428/buffalo-shooting-video-elon-musk-twitter-content-moderation
[7] https://techpolicy.press/what-will-amplification-mean-in-court/
[5] https://www.washingtonpost.com/technology/2022/05/18/disinformation-board-dhs-nina-jankowicz/
[5] https://worldle.teuteuf.fr
[5] https://special.usps.com/testkits
[4] https://twitter.com/elonmusk/status/1526250477456965634
[4] https://www.curbed.com/2022/05/new-york-more-airbnb-listings-apartments-rentals.html
[4] https://www.njspotlightnews.org/podcast/hazard-nj-podcast-episode-1-on-thin-ice/
[4] https://whitehouse.gov/
[4] https://www.theverge.com/2022/5/16/23076428/buffalo-shooting-video-elon-musk-twitter-content-moderation?scrolla=5eb6d68b7fedc32c19ef33b4

Top URLs in Tweet in G7:
[3] https://transparency.twitter.com/en/reports/rules-enforcement.html
[3] https://covidtests.gov/
[3] https://open.usa.gov/meeting/may-2022-public-meeting/
[3] https://heathercoxrichardson.substack.com/p/may-15-2022
[3] https://open.usa.gov/national-action-plan/co-creation/
[3] https://www.nytimes.com/interactive/2022/05/22/us/politics/state-legislators-election-denial.html?referringSource=articleShare
[2] https://www.washingtonpost.com/media/2022/05/15/democracy-midterms-vote-integrity-media-coverage/
[2] https://www.covid.gov/tests
[2] https://www.vox.com/policy-and-politics/21281309/new-york-times-op-ed-editor-tom-cotton-is-trump-authoritarian
[2] https://www.nytimes.com/2022/03/07/opinion/fighting-disinformation-education.html

Top URLs in Tweet in G8:
[22] https://twitter.com/hillguild/status/1526918178995064835
[6] https://www.buzzfeednews.com/article/rosalindadams/mastercard-visa-fraud
[4] https://www.nd-aktuell.de/artikel/1163881.us-demokraten-lobbygeldflut-gegen-linke-demokraten.html
[4] https://www.nd-aktuell.de/artikel/1163957.buffalo-wer-schiesst-mit.html
[4] https://www.buzzfeednews.com/article/kendalltaggart/kkr-brightspring-disability-private-equity-abuse
[4] https://twitter.com/hvnewsguild/status/1526234742353444864
[3] https://www.casey.senate.gov/imo/media/doc/letter_to_appropriations_labor_subcommittee_on_nlrb_funding.pdf
[3] https://twitter.com/Redistrict/status/1526732576072794112
[3] https://www.nber.org/papers/w30041
[3] https://twitter.com/sahilkapur/status/1527092111195226114

Top URLs in Tweet in G9:
[5] https://twitter.com/Liz_Cheney/status/1526159124840558592
[4] https://twitter.com/mjs_DC/status/1527009488301170688
[4] https://twitter.com/elonmusk/status/1526997132858822658
[3] https://twitter.com/nikkimcr/status/1525974474234990594
[3] https://twitter.com/washingtonpost/status/1525577073728835588
[3] https://www.washingtonpost.com/politics/2022/05/17/biden-buffalo-shooting-racial-unity/
[3] https://special.usps.com/testkits
[2] https://twitter.com/variety/status/1528436781103841280
[2] https://twitter.com/cz_binance/status/1526129837299093506
[2] https://twitter.com/CNN/status/1526242849720778755

Top URLs in Tweet in G10:
[9] https://boards.greenhouse.io/axios/jobs/4043340
[4] https://www.nytimes.com/2022/05/20/world/americas/haiti-history-colonized-france.html
[3] https://19thnews.org/apply-for-a-19th-news-fellowship/
[3] https://www.axios.com/local/washington-dc/2022/05/19/dc-aging-homeless-issues
[3] https://khn.org/news/article/tennessee-vaccination-rate-counties-data-error-stchealth-meigs/
[3] https://www.washingtonpost.com/dc-md-va/2022/05/18/college-student-newspaper-disability/
[3] https://njhumanities.org/programs/democracy-informed-citizen/
[3] https://workforce.ccp.edu/search/publicCourseSearchDetails.do?method=load&courseId=1189075&selectedProgramAreaId=1051642&selectedProgramStreamId=
[3] https://workforce.ccp.edu/search/publicCourseSearchDetails.do
[2] https://twitter.com/ZoeTillman/status/1527660496266182658

Top Domains
Top Domains in Tweet in Entire Graph:
[3717] twitter.com
[473] nytimes.com
[383] washingtonpost.com
[224] trib.al
[195] youtube.com
[194] co.uk
[168] theatlantic.com
[107] theguardian.com
[101] bloomberg.com
[88] propublica.org

Top Domains in Tweet in G1:
[578] twitter.com
[221] nytimes.com
[113] washingtonpost.com
[90] trib.al
[67] propublica.org
[44] 19thnews.org
[30] texastribune.org
[26] dallasnews.com
[26] theatlantic.com
[26] apnews.com

Top Domains in Tweet in G2:
[367] twitter.com
[124] washingtonpost.com
[123] theatlantic.com
[71] nytimes.com
[58] vox.com
[37] qz.com
[25] trib.al
[20] 19thnews.org
[17] grid.news
[16] npr.org

Top Domains in Tweet in G3:
[202] twitter.com
[59] co.za
[40] sueddeutsche.de
[35] medium.com
[29] journaliststoolbox.org
[28] economist.com
[25] ow.ly
[24] gijn.org
[23] youtube.com
[20] sched.com

Top Domains in Tweet in G4:
[78] twitter.com
[38] eldiario.es
[25] elpais.com
[11] rtve.es
[8] spotify.com
[8] abanteasesores.com
[7] lavanguardia.com
[7] epe.es
[7] co.uk
[6] penguinlibros.com

Top Domains in Tweet in G5:
[98] twitter.com
[55] com.br
[30] lemonde.fr
[22] globo.com
[19] youtube.com
[16] wikiart.org
[9] nytimes.com
[9] google.com
[7] trib.al
[6] mediapart.fr

Top Domains in Tweet in G6:
[200] twitter.com
[25] theverge.com
[15] washingtonpost.com
[15] nytimes.com
[14] njspotlightnews.org
[13] stltoday.com
[9] techpolicy.press
[8] bloomberg.com
[6] youtube.com
[6] variety.com

Top Domains in Tweet in G7:
[122] twitter.com
[16] washingtonpost.com
[15] nytimes.com
[9] npr.org
[8] usa.gov
[5] newyorker.com
[5] co.uk
[4] theatlantic.com
[4] opengovpartnership.org
[4] justice.gov

Top Domains in Tweet in G8:
[116] twitter.com
[31] buzzfeednews.com
[22] bloomberg.com
[19] nd-aktuell.de
[10] nytimes.com
[6] jacobinmag.com
[6] washingtonpost.com
[6] nber.org
[6] yougov.com
[6] trib.al

Top Domains in Tweet in G9:
[218] twitter.com
[16] washingtonpost.com
[10] nytimes.com
[6] nymag.com
[4] trib.al
[3] huffpost.com
[3] theatlantic.com
[3] usps.com
[3] net.au
[2] buffalonews.com

Top Domains in Tweet in G10:
[81] twitter.com
[28] github.io
[16] axios.com
[9] greenhouse.io
[8] washingtonpost.com
[7] bloomberg.com
[6] startribune.com
[6] nytimes.com
[6] lacunafund.org
[6] ccp.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] eijc22
[101] ddj
[88] dataviz
[60] auspol
[55] ukraine
[48] covid19
[45] apracecall
[41] datajournalism
[39] rstats
[39] dataharvest



Top Hashtags in Tweet in G1:
[27] ukraine
[17] jsk23
[14] dataviz
[13] fecfilingday
[10] metoo
[10] derelictireland
[6] mffl
[6] txlege
[5] gapol
[5] breaking

Top Hashtags in Tweet in G2:
[10] bbmas
[4] istandwithamberheard
[3] roevwade
[3] shireenabuakleh
[3] openpnrr
[2] 5bestideas
[2] jobs
[2] hiring
[2] community
[2] hongkong

Top Hashtags in Tweet in G3:
[119] eijc22
[62] ddj
[37] datajournalism
[36] dataharvest
[30] chinascienceinvestigation
[22] dataviz
[20] journalism
[15] ourworldincharts
[14] coronadaten
[13] datascience

Top Hashtags in Tweet in G4:
[14] ondasdelpodcast
[13] sciencemediadays
[8] saramago
[6] esmh
[6] asociaciónkaribu
[4] premiointernet
[4] premiosdeinternet
[4] podcasts
[4] periodismo
[4] màriuscarol

Top Hashtags in Tweet in G5:
[6] journée
[6] constructivism
[5] afpgraphics
[4] lumière
[4] websérie
[4] ellissitzky
[4] museumarchive
[4] josefalbers
[4] saccageparis
[3] mcguirecenter

Top Hashtags in Tweet in G6:
[12] hazardnj
[5] worldle
[4] superfund
[2] firefighters
[2] stlcity
[2] stlwx
[2] dataviz
[2] gaad
[2] njspotlightnews
[2] covid19

Top Hashtags in Tweet in G7:
[24] cfasummit
[23] opengov
[10] civictech
[6] opendata
[6] opengovweek
[4] iati
[4] aidtransparency
[4] humdata
[2] ddj
[2] transparency

Top Hashtags in Tweet in G8:
[8] pa12
[4] pasen
[4] buffalo
[4] republikaner
[4] mileagemonday
[3] pagov
[3] tx28
[3] journojobs
[2] nrwwahl2022
[2] chorweiler

Top Hashtags in Tweet in G9:
[3] rstats
[3] dataviz
[2] cryptosphere
[2] cfasummit
[2] january6th
[2] seditioncaucus
[2] smithsonianopenaccess
[2] openglam
[2] glamwiki
[2] stochasticterrorism

Top Hashtags in Tweet in G10:
[4] dataviz
[4] aapiheritagemonth
[4] aajaheritage
[3] mediadiversity
[3] cjs2022
[2] edcolo
[2] highered
[2] dc
[2] homelessness
[2] fightfor15

Top Words
Top Words in Tweet in Entire Graph:
[2934] de
[1428] la
[1165] en
[822] people
[801] data
[703] el
[676] die
[596] like
[480] story
[479] un

Top Words in Tweet in G1:
[210] people
[186] data
[166] covid
[144] story
[128] like
[108] russian
[103] time
[102] million
[98] de
[80] news

Top Words in Tweet in G2:
[100] people
[68] story
[63] time
[62] read
[58] like
[53] great
[50] covid
[46] piece
[41] replacement
[40] right

Top Words in Tweet in G3:
[212] die
[162] data
[149] und
[144] der
[137] de
[120] #eijc22
[95] journalism
[94] mit
[84] das
[80] von

Top Words in Tweet in G4:
[706] de
[402] en
[394] la
[303] el
[148] los
[119] un
[117] por
[117] del
[104] con
[92] las

Top Words in Tweet in G5:
[467] de
[158] la
[93] da
[93] em
[92] en
[77] le
[70] não
[70] et
[60] les
[53] com

Top Words in Tweet in G6:
[51] like
[46] people
[35] time
[34] work
[28] data
[27] being
[24] real
[23] news
[23] elon
[23] media

Top Words in Tweet in G7:
[34] people
[30] government
[30] data
[30] public
[25] twitter
[25] #cfasummit
[25] #opengov
[22] americans
[21] democracy
[20] potus

Top Words in Tweet in G8:
[63] die
[48] der
[46] und
[34] union
[29] primary
[26] people
[26] like
[23] zu
[22] work
[21] das

Top Words in Tweet in G9:
[37] people
[32] like
[24] right
[23] being
[18] time
[18] movie
[16] white
[16] part
[15] great
[12] news

Top Words in Tweet in G10:
[36] work
[33] data
[28] journalism
[26] people
[23] like
[19] story
[19] piece
[16] project
[15] million
[15] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[315] de,la
[137] covid,19
[119] en,el
[97] en,la
[79] data,journalism
[79] social,media
[72] de,las
[68] de,los
[56] congressional,district
[53] replacement,theory

Top Word Pairs in Tweet in G1:
[48] covid,19
[24] died,covid
[24] covid,deaths
[23] data,design
[23] design,code
[19] formula,shortage
[19] deaths,covid
[19] data,institute
[18] united,states
[16] data,journalism

Top Word Pairs in Tweet in G2:
[29] replacement,theory
[23] great,replacement
[14] tucker,carlson
[13] baby,formula
[13] covid,19
[10] right,wing
[9] cut,short
[8] white,supremacist
[8] doja,cat
[7] buffalo,shooter

Top Word Pairs in Tweet in G3:
[49] data,journalism
[49] journalist's,toolbox
[21] gibt,es
[20] toolbox,newsletter
[16] subscribe,journalist's
[16] es,hier
[15] south,africa
[14] cross,border
[14] de,la
[14] 05,2022

Top Word Pairs in Tweet in G4:
[81] de,la
[51] en,el
[45] en,la
[40] de,los
[24] de,las
[16] través,de
[15] en,los
[15] del,libro
[15] la,guerra
[14] en,españa

Top Word Pairs in Tweet in G5:
[47] de,la
[12] en,kiosque
[10] kiosque,lemondefr
[9] dans,les
[8] dans,le
[8] sur,la
[8] lemondefr,lm_encartes
[8] de,bolsonaro
[8] elon,musk
[7] eu,não

Top Word Pairs in Tweet in G6:
[13] elon,musk
[11] white,supremacist
[10] social,media
[8] content,moderation
[7] real,time
[7] superfund,sites
[7] #hazardnj,podcast
[7] climate,change
[6] ad,tech
[6] american,cyanamid

Top Word Pairs in Tweet in G7:
[8] covid,19
[6] social,media
[6] open,government
[6] human,rights
[5] good,faith
[5] ministry,truth
[4] white,supremacy
[4] fleeing,wars
[4] climate,change
[4] civic,tech

Top Word Pairs in Tweet in G8:
[8] senate,primary
[7] mass,shooting
[6] der,ukraine
[6] summer,lee
[6] super,pacs
[6] buzzfeed,news
[6] best,baseball
[6] state,legislative
[5] baby,formula
[5] congressional,map

Top Word Pairs in Tweet in G9:
[8] san,francisco
[6] being,pro
[6] children,men
[6] finance,chair
[6] great,replacement
[6] replacement,theory
[4] fox,news
[4] white,supremacist
[4] zip,codes
[4] elon,musk

Top Word Pairs in Tweet in G10:
[9] data,viz
[8] axios,hiring
[8] hiring,journalists
[8] journalists,underrepresented
[8] underrepresented,backgrounds
[8] backgrounds,work
[8] work,teams
[8] teams,deepen
[8] deepen,knowledge
[8] knowledge,beat

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@mansirmuhammed_
@adamrackis
@johannasoll
@haedenwright
@jarroddicker
@jackiekazil
@lennybronner
@mariannesb37
@kiwifarah

Top Replied-To in G1:
@thesjtobin
@kosmologyb
@damonayoung
@pilhofer
@yousuralhlou
@mschwirtz
@kierafeldman
@asuozzo
@brown_e_points
@humanpropensity

Top Replied-To in G2:
@darth
@gridnews
@pinakographos
@postingtwink
@stuckiny2k
@nbcsnl
@writtenbyhanna
@rosadeaux
@haedenwright
@nprpolitics

Top Replied-To in G3:
@mansirmuhammed_
@mariannesb37
@dominiksteiger
@oliviajlawlor
@elconfidencial
@journalismarena
@neo4j
@zeitonline
@sz
@outlierafrica

Top Replied-To in G4:
@evaorue
@nataliayalagu
@manuelbartual
@anes2812
@antoniofraguas
@peiohr

Top Replied-To in G5:
@mediapart
@msoares
@luiz_marioags
@jasonptodd
@allandospanos
@fernandemiguels
@rlima_beto
@nan_nangelica
@tesoureiros
@paoladcs

Top Replied-To in G6:
@elonmusk
@anandsr21
@johnnacrider1
@mikeisaac
@glitch
@theofficialacm
@thejanrau
@replyall
@kimpossiblefact
@christapeterso

Top Replied-To in G7:
@elonmusk
@mls1776
@twitter
@sabinus1_
@brendannyhan
@rvawonk
@pkedrosky
@brianboyer
@rebtanhs
@secretarypete

Top Replied-To in G8:
@johannasoll
@19eightybore
@patrickweissler
@ianlarkin
@mainman4az
@nickinnova

Top Replied-To in G9:
@elonmusk
@harrisj
@gadyepstein
@mmasnick
@oneunderscore__
@parkermolloy
@milesklee
@twkovach
@dmjreports
@caseynewton

Top Replied-To in G10:
@jburnmurdoch
@mkramer
@nathanallebach
@lethalityjane
@knowtheory
@faineg
@hootalex
@heathergray9
@contactparis21
@opendatawatch

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@sz
@dataharvesteijc
@sheilacoronel
@ap
@usatoday
@outlierafrica
@lemondefr
@19thnews
@propublica

Top Mentioned in G1:
@nytimes
@ap
@propublica
@19thnews
@mashafroliak
@chabelih
@texastribune
@lmshap
@porterthereport
@mattapuzzo

Top Mentioned in G2:
@theatlantic
@gridnews
@observablehq
@voxdotcom
@chabelih
@karenyourish
@sulliview
@qz
@ranimolla
@politico

Top Mentioned in G3:
@dataharvesteijc
@sz
@outlierafrica
@paulbradshaw
@theeconomist
@correctiv_org
@ftm_eu
@bbbrille
@c_aguilargarcia
@occrp

Top Mentioned in G4:
@mtascon
@el_pais
@eldiarioes
@diariovivo_
@teatreapolo
@pflis
@debatelibros
@_elfaro_
@delriopilar
@maldita

Top Mentioned in G5:
@lemondefr
@lm_encartes
@flavieholzinger
@folha
@rubensvalente
@victor_simonnet
@audreylagadec4
@pixelsfr
@nytimes
@valoreconomico

Top Mentioned in G6:
@njspotlightnews
@google
@stltoday
@corintxt
@jayohday
@weathernation
@glitch
@thezedwards
@aaronjorbin
@taylorlorenz

Top Mentioned in G7:
@potus
@twitter
@usgsa
@whitehouse
@verified
@opengovpart
@beeckcenter
@twittersafety
@policy
@whcos

Top Mentioned in G8:
@summerforpa
@hillguild
@buzzfeednews
@gannett
@ndaktuell
@jamiefororegon
@yougovamerica
@thehill
@rosalindzadams
@a_cormier_

Top Mentioned in G9:
@liz_cheney
@elisestefanik
@samadlerbell
@lynnrschrader
@nolanews
@tylerpager
@colbyitkowitz
@1gillianfrank1
@neiljyoung17
@codeforamerica

Top Mentioned in G10:
@axios
@city_bureau
@ccpedu
@merrillcollege
@journodesign
@resolvephilly
@baltimorebanner
@semerriam
@juliaingram_
@jtblaeser

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@el_universal_mx
@httweets
@thehill
@bluradioco
@footyaccums
@dailystar
@ndtv
@rapplerdotcom
@reuters

Top Tweeters in G1:
@el_universal_mx
@eltiempo
@reignofapril
@raypride
@telegraph
@nytimes
@latimes
@noahpinion
@nycsouthpaw
@ap

Top Tweeters in G2:
@mjfinesselover
@wwf
@writtenbyhanna
@politico
@the_newarab
@ninetiesrnb
@so_treu
@naima
@vulture
@beebabs

Top Tweeters in G3:
@timesofindia
@welt
@publico
@discord
@washingtonpost
@joanarssousa
@bild
@elconfidencial
@huffpostuk
@dwnews

Top Tweeters in G4:
@el_pais
@raeinforma
@elmundoes
@cnn
@eldiarioes
@rtve
@queleer
@la_ser
@naiz_info
@republica_com

Top Tweeters in G5:
@le_figaro
@lavanguardia
@folha
@lesechos
@ouestfrance
@jornaloglobo
@mundodeportivo
@gadodecider
@lemondefr
@france24

Top Tweeters in G6:
@slate
@variety
@norareed
@asemota
@novasportsgr
@stlouistraffic
@anildash
@moorehn
@tomcoates
@chinchillazllla

Top Tweeters in G7:
@the_hindu
@barkflight
@elpais_america
@jaketapper
@bewickwren
@brianstelter
@greatdismal
@cathygellis
@digiphile
@dominiccampbell

Top Tweeters in G8:
@thehill
@time
@thedailybeast
@hotlinejosh
@bloombergasia
@thebuffalonews
@aliabunimah
@bpolitics
@phillyinquirer
@mcall

Top Tweeters in G9:
@foxnews
@blackamazon
@alexandraerin
@nolanews
@whitneyarner
@skooks
@wwltv
@wsyx6
@popehat
@thecut

Top Tweeters in G10:
@business
@guardianus
@clancynewyork
@ericstephen
@startribune
@geedee215
@faineg
@axios
@kpcc
@laist


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