#ddj OR (data journalism) since:2021-11-15 until:2021-11-22, Twitter, 11/22/2021 8:44:06 PM, 266859


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#ddj OR (data journalism) since:2021-11-15 until:2021-11-22 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2021-11-15 until:2021-11-22 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
November 22, 2021
Short Description:
#ddj OR (data journalism) since:2021-11-15 until:2021-11-22 via NodeXL https://bit.ly/3xdhGxd
@gijn
@datajournalism
@guardianvisuals
@theathleticuk
@a_l
@alexselbyb
@warninggraphicc
@journalismfest
@ejcnet
@googlenewsinit

Top hashtags:
#ddj
#datajournalism

Description:
Description
The graph represents a network of 1,762 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 20:40 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 15 November 2021 at 00:04 UTC to Sunday, 21 November 2021 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 : 1762
Unique Edges : 2831
Edges With Duplicates : 452
Total Edges : 3283
Number of Edge Types : 5
Mentions : 581
Retweet : 1001
MentionsInRetweet : 1286
Tweet : 268
Replies to : 147
Self-Loops : 289
Reciprocated Vertex Pair Ratio : 0.0233832663500183
Reciprocated Edge Ratio : 0.0456979650124955
Connected Components : 325
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 597
Maximum Edges in a Connected Component : 1620
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.901232
Graph Density : 0.000902709158775616
Modularity : 0.803528
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,762 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 20:40 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 15 November 2021 at 00:04 UTC to Sunday, 21 November 2021 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 : #ddj OR (data journalism) since:2021-11-15 until:2021-11-22
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 Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[98] https://gijn.org/2021/11/19/data-journalism-top-10-toxic-air-hidden-emissions-twitters-algorithm-can-data-die/
[79] https://theathletic.com/2956436/2021/11/16/why-i-joined-curiosity-context-storytelling-and-facts-thats-the-data-journalism-i-want-to-bring-to-the-athletic/
[78] https://theathletic.com/johnmuller33
[64] https://datajournalism.com/survey
[36] https://twitter.com/vivian/status/1460217819111608323
[31] https://projekte.sueddeutsche.de/artikel/politik/100-000-corona-tote-die-schicksale-hinter-den-zahlen-e667933/?reduced=true
[30] https://careers.bloomberg.com/job/detail/97733
[27] https://blog.google/outreach-initiatives/google-news-initiative/journalism-fund-data-northwestern-medill/
[23] https://talkliberation.substack.com/p/wikileaksjulianassangeinvestigation?utm_campaign=post&utm_medium=web&utm_source=
[23] https://twitter.com/aspeninstitute/status/1460298559417466880

Top URLs in Tweet in G1:
[57] https://datajournalism.com/survey
[22] https://blog.google/outreach-initiatives/google-news-initiative/journalism-fund-data-northwestern-medill/
[15] https://workforus.theguardian.com/index.php/jobs/kin0002am/
[11] https://twitter.com/datajournalism/status/1460940485850275840
[10] http://datajournalismcom.s3.eu-central-1.amazonaws.com/handbooks/The-Data-Journalism-Handbook-2_PT.pdf
[8] https://www.youtube.com/watch?v=jDpiYodNp5U

[8] https://censusmapper.biglocalnews.org/#/
[7] https://twitter.com/thomaswilburn/status/1460660940395929616
[6] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[6] https://www.addevent.com/event/NM9808434

Top URLs in Tweet in G2:
[58] https://gijn.org/2021/11/19/data-journalism-top-10-toxic-air-hidden-emissions-twitters-algorithm-can-data-die/
[16] https://projects.propublica.org/toxmap/
[8] https://www.washingtonpost.com/climate-environment/interactive/2021/greenhouse-gas-emissions-pledges-data/
[6] https://twitter.com/swodinsky/status/1460346199123365893
[5] https://gijn.org/2021/11/05/data-journalists-future-tools/
[5] https://internews.kg/proekty/proekt-media-k-proekty/data-journalism/jurnalistika-dannyh/internyus-obyavlyaet-nabor-v-programmu-po-zhurnalistike-dannyh-na-2022-god/?lang=ru
[3] https://datajournalism.com/survey
[3] https://www.youtube.com/watch?v=dxMretoIA3Q

[3] https://istories.media/reportages/2021/11/15/sizhu-i-bogu-molyus-chtobi-doekhat-zhivoi/
[2] https://internews.kg/proekty/proekt-media-k-proekty/data-journalism/jurnalistika-dannyh/internyus-obyavlyaet-nabor-v-programmu-po-zhurnalistike-dannyh-na-2022-god/

Top URLs in Tweet in G3:
[79] https://theathletic.com/2956436/2021/11/16/why-i-joined-curiosity-context-storytelling-and-facts-thats-the-data-journalism-i-want-to-bring-to-the-athletic/
[78] https://theathletic.com/johnmuller33
[9] https://twitter.com/jburnmurdoch/status/1459859134052982793
[5] https://theathletic.com/checkout2/introannual33?source=johnmuller33
[5] https://theathletic.com/2956436/2021/11/16/why-i-joined-curiosity-context-storytelling-and-facts-thats-the-data-journalism-i-want-to-bring-to-the-athletic/?source=twitteruk
[3] https://warninggraphiccontent.tumblr.com/post/668267105871921152/19-november-2021
[1] https://umarthejourno.com

Top URLs in Tweet in G4:
[4] https://blog.google/outreach-initiatives/google-news-initiative/journalism-fund-data-northwestern-medill/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.eventbrite.com/e/global-investigative-journalism-conference-gijc21-on-demand-tickets-208121435817
[2] https://blog.google/outreach-initiatives/google-news-initiative/journalism-fund-data-northwestern-medill/
[2] https://jobs.smartrecruiters.com/DigitalDivideData/743999787504290-junior-linguist-yoruba-igbo-and-hausa
[2] https://twitter.com/datajournalism/status/1460940485850275840
[2] https://homedjstudio.com/giveaway/?ksref=kgwyq7d
[1] https://www.washingtonpost.com/climate-environment/interactive/2021/greenhouse-gas-emissions-pledges-data/
[1] https://www.instagram.com/accounts/login/
[1] https://fundjournalism.org/2021/11/11/job-opening-survey-and-audience-research-specialist-contract/
[1] https://airtable.com/shrqHUAcVFKTnnqc3

Top URLs in Tweet in G5:
[8] https://oxpeckers.org/2021/11/game-changing-tool/
[6] https://ekantipur.com/news/2021/11/14/163690678322761174.html
[5] https://us02web.zoom.us/webinar/register/WN_eT-5B8DSS4qeFAqWmzwNOg
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258401
[3] https://gijn.org/gijc21-resources/
[3] https://advisory.gijn.org/
[3] https://gijn.org/jobs/
[3] https://gijn.org/2020/01/10/francais-demande-information-publique/
[2] https://gijn.org/2021/11/19/data-journalism-top-10-toxic-air-hidden-emissions-twitters-algorithm-can-data-die/
[1] https://www.theguardian.com/us-news/2021/apr/16/us-police-officers-public-officials-crowdfunding-website-data-breach

Top URLs in Tweet in G6:
[23] https://gijn.org/2021/11/19/data-journalism-top-10-toxic-air-hidden-emissions-twitters-algorithm-can-data-die/
[3] https://library.oapen.org/bitstream/handle/20.500.12657/47509/9789048542079.pdf
[3] https://twitter.com/chriscmooney/status/1457723270313168903
[3] https://payneinstitute.mines.edu/wp-content/uploads/sites/149/2021/11/Payne-Institute-Commentary-Improving-satellite-monitoring-of-methane-emissions.pdf
[3] https://www.washingtonpost.com/climate-environment/interactive/2021/greenhouse-gas-emissions-pledges-data/?tid=ss_tw
[1] https://www.washingtonpost.com/world/interactive/2021/africa-cities/

Top URLs in Tweet in G7:
[36] https://twitter.com/vivian/status/1460217819111608323

Top URLs in Tweet in G8:
[31] https://projekte.sueddeutsche.de/artikel/politik/100-000-corona-tote-die-schicksale-hinter-den-zahlen-e667933/?reduced=true
[1] https://www.nytimes.com/interactive/2021/03/11/opinion/covid-inequality-race-gender.html

Top URLs in Tweet in G9:
[30] https://careers.bloomberg.com/job/detail/97733

Top URLs in Tweet in G10:
[1] https://www.zerohedge.com/covid-19/fda-wants-until-2076-fully-release-pfizer-vaccine-data-lawsuit
[1] https://www.reuters.com/legal/government/wait-what-fda-wants-55-years-process-foia-request-over-vaccine-data-2021-11-18/
[1] https://twitter.com/MoscowTimes/status/1460778715009499141

Top Domains
Top Domains in Tweet in Entire Graph:
[246] twitter.com
[167] theathletic.com
[125] gijn.org
[75] datajournalism.com
[35] blog.google
[31] sueddeutsche.de
[31] bloomberg.com
[29] substack.com
[26] morgenpost.de
[24] eventbrite.com

Top Domains in Tweet in G1:
[66] datajournalism.com
[30] twitter.com
[25] blog.google
[17] verigazeteciligi.com
[15] theguardian.com
[10] amazonaws.com
[8] youtube.com
[8] biglocalnews.org
[6] addevent.com
[6] discord.com

Top Domains in Tweet in G2:
[67] gijn.org
[16] propublica.org
[8] washingtonpost.com
[7] twitter.com
[7] internews.kg
[4] youtube.com
[4] ft.com
[3] datajournalism.com
[3] istories.media
[2] journaliststoolbox.org

Top Domains in Tweet in G3:
[167] theathletic.com
[9] twitter.com
[3] tumblr.com
[1] umarthejourno.com

Top Domains in Tweet in G4:
[17] twitter.com
[7] blog.google
[4] onlinejournalismblog.com
[4] eventbrite.com
[3] homedjstudio.com
[3] datasketch.co
[2] instagram.com
[2] smartrecruiters.com
[2] nabjcareers.org
[2] datajournalism.com

Top Domains in Tweet in G5:
[15] gijn.org
[8] oxpeckers.org
[6] ekantipur.com
[5] zoom.us
[4] nodexlgraphgallery.org
[2] theguardian.com
[1] org.uk

Top Domains in Tweet in G6:
[23] gijn.org
[4] washingtonpost.com
[3] oapen.org
[3] twitter.com
[3] mines.edu

Top Domains in Tweet in G7:
[36] twitter.com

Top Domains in Tweet in G8:
[31] sueddeutsche.de
[1] nytimes.com

Top Domains in Tweet in G9:
[30] bloomberg.com

Top Domains in Tweet in G10:
[1] zerohedge.com
[1] reuters.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[435] ddj
[114] datajournalism
[103] journalism
[95] data
[69] dataviz
[37] cop26
[27] corona
[21] wildeye
[20] viertewelle
[20] nuclear



Top Hashtags in Tweet in G1:
[146] ddj
[91] datajournalism
[63] data
[54] journalism
[35] dataviz
[15] journalismjobs
[15] designjobs
[12] mekongddj
[8] cop26
[8] freecourses

Top Hashtags in Tweet in G2:
[55] ddj
[7] dataviz
[5] datajournalism
[3] gijc21
[3] data
[3] journalism
[2] gistribe
[2] opioid
[2] pain
[2] opioids

Top Hashtags in Tweet in G3:
[4] dataviz
[4] ddj
[3] data
[1] journalism
[1] datajournalism
[1] performanceanalysis
[1] sportsanalytics

Top Hashtags in Tweet in G4:
[18] ddj
[5] journalism
[5] pioneerdj
[5] ddj400
[4] datajournalism
[4] rekordbox
[4] gijc21
[3] data
[2] google
[2] privacy

Top Hashtags in Tweet in G5:
[25] ddj
[21] wildeye
[11] journalismmatters
[3] gijc21
[3] wildlifecrime
[3] dataleader
[2] journalismisnotacrime
[2] freeabebebayu
[2] whereisabebebayu
[2] ethioforum

Top Hashtags in Tweet in G6:
[3] ddj
[1] lagos
[1] khartoum
[1] mombasa
[1] kinshasa
[1] abidjan

Top Hashtags in Tweet in G8:
[32] ddj

Top Hashtags in Tweet in G10:
[2] covid
[2] pfizer
[2] yellowjournalism
[1] wakeupafrika
[1] journalism
[1] vaccine
[1] southafrica
[1] corrupt
[1] america
[1] journalismisdead

Top Words
Top Words in Tweet in Entire Graph:
[1173] data
[957] journalism
[458] #ddj
[175] read
[163] more
[157] news
[139] reporting
[134] job
[119] #datajournalism
[112] investigative

Top Words in Tweet in G1:
[148] #ddj
[132] data
[93] #datajournalism
[88] news
[77] journalism
[69] survey
[65] co
[63] #data
[59] field
[59] journalismfest

Top Words in Tweet in G2:
[88] data
[71] #ddj
[41] journalism
[34] top
[34] 10
[32] air
[30] map
[25] toxic
[24] в
[23] gas

Top Words in Tweet in G3:
[83] excited
[83] football
[83] analytics
[83] writer
[83] 33
[81] theathleticuk
[79] read
[78] remember
[78] told
[78] guys

Top Words in Tweet in G4:
[98] data
[95] journalism
[31] paper
[30] pay
[20] research
[20] science
[18] #ddj
[17] law
[16] base
[16] stats

Top Words in Tweet in G5:
[33] data
[27] #ddj
[21] #wildeye
[20] journalism
[17] gijn
[15] tool
[14] southern
[14] africa
[14] oxciej
[13] join

Top Words in Tweet in G6:
[39] data
[29] emissions
[29] chriscmooney
[26] climate
[26] johnmuyskens
[26] naemaahmed
[24] washingtonpost
[23] analyzed
[23] 196
[23] country

Top Words in Tweet in G7:
[72] public
[72] interest
[36] many
[36] thoughtful
[36] recommendations
[36] report
[36] including
[36] calls
[36] congress
[36] extend

Top Words in Tweet in G8:
[32] #ddj
[31] kommenden
[31] tagen
[31] deutschland
[31] 100
[31] 000
[31] menschen
[31] covid
[31] 19
[31] gestorben

Top Words in Tweet in G9:
[30] journalism
[30] job
[30] alert
[30] wanna
[30] come
[30] work
[30] bloombergca
[30] ottawa
[30] looking
[30] someone

Top Words in Tweet in G10:
[8] journalism
[8] data
[4] cnn
[3] share
[2] more
[2] us_fda
[2] 55
[2] years
[2] cnbc
[2] abc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[335] data,journalism
[83] football,analytics
[83] analytics,writer
[78] remember,told
[78] told,guys
[78] guys,starting
[78] starting,dream
[78] dream,job
[78] job,excited
[78] excited,announce

Top Word Pairs in Tweet in G1:
[54] trip,journalismfest
[53] #ddj,field
[51] journalismfest,amazon
[51] amazon,coupons
[51] coupons,digital
[51] digital,goodies
[51] co,wtphaij8qm
[50] goodies,co
[47] #data,#journalism
[47] big,news

Top Word Pairs in Tweet in G2:
[32] top,10
[32] 10,#ddj
[31] data,journalism
[25] toxic,air
[23] epa,data
[23] detailed,map
[16] map,toxic
[16] air,usa
[16] usa,propublica
[16] propublica,built

Top Word Pairs in Tweet in G3:
[83] football,analytics
[83] analytics,writer
[78] remember,told
[78] told,guys
[78] guys,starting
[78] starting,dream
[78] dream,job
[78] job,excited
[78] excited,announce
[78] announce,joining

Top Word Pairs in Tweet in G4:
[26] data,journalism
[15] pay,essays
[15] essays,due
[15] due,coursework
[15] coursework,case
[15] case,study
[15] study,philosophy
[15] philosophy,assignment
[15] assignment,research
[15] research,paper

Top Word Pairs in Tweet in G5:
[14] southern,africa
[11] data,journalism
[11] #wildeye,southern
[9] #journalismmatters,#ddj
[8] join,meet
[8] meet,team
[8] team,data
[8] data,journalists
[8] journalists,behind
[8] behind,latest

Top Word Pairs in Tweet in G6:
[23] washingtonpost,analyzed
[23] analyzed,196
[23] 196,country
[23] country,reports
[23] reports,found
[23] found,much
[23] much,13
[23] 13,billion
[23] billion,tons
[23] tons,emissions

Top Word Pairs in Tweet in G7:
[72] public,interest
[36] many,thoughtful
[36] thoughtful,recommendations
[36] recommendations,report
[36] report,including
[36] including,calls
[36] calls,congress
[36] congress,extend
[36] extend,legal
[36] legal,protection

Top Word Pairs in Tweet in G8:
[31] kommenden,tagen
[31] tagen,deutschland
[31] deutschland,100
[31] 100,000
[31] 000,menschen
[31] menschen,covid
[31] covid,19
[31] 19,gestorben
[31] gestorben,versucht
[31] versucht,katastrophe

Top Word Pairs in Tweet in G9:
[30] journalism,job
[30] job,alert
[30] alert,wanna
[30] wanna,come
[30] come,work
[30] work,bloombergca
[30] bloombergca,ottawa
[30] ottawa,looking
[30] looking,someone
[30] someone,cover

Top Word Pairs in Tweet in G10:
[2] 55,years
[2] tomiahonen,checked
[2] checked,followed
[2] followed,wolfblitzer
[2] wolfblitzer,cnn
[2] cnn,cherry
[2] cherry,picking
[2] picking,highest
[2] highest,priced
[2] priced,gas

Top Replied-To
Top Replied-To in Entire Graph:
@cheryl_kernot
@countrygardener
@nolore
@ajuringelale
@metropoltvke
@inn
@alwaystalat
@pronouncedhare
@maryj1979
@timesofindia

Top Replied-To in G1:
@datajournalism
@googlenewsinit

Top Replied-To in G2:
@ibdgirl76
@gelliottmorris

Top Replied-To in G3:
@johnspacemuller

Top Replied-To in G5:
@fangitaheeri
@petermccormack
@guardian

Top Replied-To in G10:
@tomiahonen
@cnn
@us_fda
@cnbc
@politico
@abc
@nytimes

Top Mentioned
Top Mentioned in Entire Graph:
@theathleticuk
@journalismfest
@propublica
@datajournalism
@financialtimes
@chriscmooney
@bloombergca
@johnmuyskens
@naemaahmed
@washingtonpost

Top Mentioned in G1:
@journalismfest
@datajournalism
@escoladedados
@insper
@medillschool
@abraji
@okfnbr
@htetaung04
@northwesternu
@discord

Top Mentioned in G2:
@propublica
@epa
@financialtimes
@theeconomist
@digitalcampbell
@mathurinpatrick
@ap
@nodexl
@georgievpeter
@ft

Top Mentioned in G3:
@theathleticuk
@ftdata
@jburnmurdoch
@financialtimes
@johnspacemuller
@econdailycharts
@guardianvisuals
@cfpdata
@commonslibrary
@visualisingdata

Top Mentioned in G4:
@brilliant_1990
@legit_writers10
@essay_help_pay
@physics_exam
@essay__pay

Top Mentioned in G5:
@oxciej
@usaid_safrica
@chemonics
@tufanjee
@ekantipur_com
@gi_toc
@guardian
@gijn
@braincures
@do_kinder

Top Mentioned in G6:
@chriscmooney
@johnmuyskens
@naemaahmed
@washingtonpost
@un
@eilperin
@desmondbutler
@anu_narayan
@payneinstitute

Top Mentioned in G8:
@fraugamperl
@iarynam

Top Mentioned in G9:
@bloombergca

Top Mentioned in G10:
@cnn
@wolfblitzer
@cnbc
@msnbc
@cnnbrk
@cbs
@cbsnews
@abcnews
@abc
@time

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@jurylady5
@_redfrog
@john1966olsen
@mulher_noticia
@4tchat
@dgendvil
@ipythonistabot
@rapplerdotcom
@aldoceccarelli

Top Tweeters in G1:
@john1966olsen
@mulher_noticia
@straits_times
@discord
@margymaclibrary
@schnoddelbotz
@grjenkin
@bbbcccnnn
@bangkokpostnews
@mediagazerchat

Top Tweeters in G2:
@_redfrog
@ansisegle
@pourqoispas
@denises29
@publico
@nayasala
@planetscape
@baluch_h1
@pmihail1
@financialtimes

Top Tweeters in G3:
@lukeconlaund4
@fnafilms
@robabramowitz
@andreazeoli
@dermotmcorrigan
@philhay_
@mattdoyle76
@jackpittbrooke
@michaeljbailey
@chrisdhwaugh

Top Tweeters in G4:
@cas_2050001283
@paulwiggins
@hncynic
@ruizzz4
@xrisfg
@macnificent123
@klassalle
@metaglossia
@lxmael
@v4dc2

Top Tweeters in G5:
@guardian
@stachanna
@bbddpp
@ekantipur_com
@braincures
@malikmu97362955
@louisa1000
@do_kinder
@petermccormack
@usaid

Top Tweeters in G6:
@dgendvil
@washingtonpost
@fran_b__
@pmagn
@karmageddon67
@b_4_barakotta
@thebusinessnet
@un
@kims_author
@tigeprocyshyn

Top Tweeters in G7:
@ilona84010600
@ayirpelle
@adzo72
@bahoulifla
@soletiole2912
@deelightri
@carol36994460
@mimizwei
@willthewordguy
@tennisfanv3

Top Tweeters in G8:
@meggschicksi
@1awww
@udogumpel
@funkygiesing
@meduselchen
@maenikno
@ro16956046
@amigaberlin
@buyuseddomain
@healthysu

Top Tweeters in G9:
@evaholland
@mcguffindavid
@padams29
@bloombergca
@davidreevely
@wicary
@drewinning
@btaplatt
@jasonfekete
@annecronin

Top Tweeters in G10:
@cnbc
@nytimes
@time
@abc
@politico
@cnn
@abcnews
@nbcnews
@cbsnews
@msnbc


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