#ddj OR (data journalism) until:2021-05-03, Twitter, 5/5/2021 1:47:41 PM, 254185


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#ddj OR (data journalism) until:2021-05-03 Twitter NodeXL SNA Map and Report for Wednesday, 05 May 2
#ddj OR (data journalism) until:2021-05-03 Twitter NodeXL SNA Map and Report for Wednesday, 05 May 2
From:
SMRFoundation
Uploaded on:
May 05, 2021
Short Description:
#ddj OR (data journalism) until:2021-05-03 via NodeXL https://bit.ly/3xNc0tH
@gijn
@gijnru
@washingtonpost
@xiunja
@edjnet
@smfrogers
@albertocairo
@carolyo35267039
@code4africa
@amitbrahm

Top hashtags:
#ddj
#dataviz
#data
#rstats
#theicir
#datajournalism

Description:
Description
The graph represents a network of 1,578 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2021-05-03", 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 Wednesday, 05 May 2021 at 11:58 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 11-minute period from Tuesday, 27 April 2021 at 19:13 UTC to Sunday, 02 May 2021 at 23:25 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 : 1578
Unique Edges : 2371
Edges With Duplicates : 619
Total Edges : 2990
Number of Edge Types : 5
Retweet : 896
MentionsInRetweet : 1120
Mentions : 612
Replies to : 121
Tweet : 241
Self-Loops : 268
Reciprocated Vertex Pair Ratio : 0.0265638389031705
Reciprocated Edge Ratio : 0.0517529215358932
Connected Components : 268
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 431
Maximum Edges in a Connected Component : 1143
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.890142
Graph Density : 0.000962826691999135
Modularity : 0.759282
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,578 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2021-05-03", 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 Wednesday, 05 May 2021 at 11:58 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 11-minute period from Tuesday, 27 April 2021 at 19:13 UTC to Sunday, 02 May 2021 at 23:25 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) until:2021-05-03
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:
[92] https://twitter.com/JenAFifield/status/1387169413158166528
[78] https://gijn.org/2021/04/30/data-journalism-top-10-the-rise-of-big-tech-indias-bad-vaccine-data-why-data-journalists-need-safeguards/
[51] https://twitter.com/USATODAY_PR/status/1387772365808050197
[38] https://en.unesco.org/publications/thechilling
[19] https://anchor.fm/ddjpodcast
[18] https://www.journalism.org/2021/04/28/at-100-day-mark-coverage-of-biden-has-been-slightly-more-negative-than-positive-varied-greatly-by-outlet-type/
[16] https://gijn.org/2021/04/23/data-journalism-top-10-ramadan-fasting-volcanic-eruptions-climate-change-economics-chinas-forced-labor/
[16] https://www.buzzfeednews.com/article/katienotopoulos/app-tracking-iphone-datacuck
[15] https://datajournalism.com/
[15] https://github.com/milos-agathon/protest_map

Top URLs in Tweet in G1:
[39] https://gijn.org/2021/04/30/data-journalism-top-10-the-rise-of-big-tech-indias-bad-vaccine-data-why-data-journalists-need-safeguards/
[16] https://gijn.org/2021/04/23/data-journalism-top-10-ramadan-fasting-volcanic-eruptions-climate-change-economics-chinas-forced-labor/
[15] https://oxpeckers.org/2021/04/vietnam-traffickers/
[9] https://gijn.org/2021/04/28/top-10-ddj-ramadan-izverzheniye-vulkana-ekonomicheskie-posledstviya-izmeneni-klimata-i-prinuditelnyiy-trud-v-kitae/
[8] https://techjournalism.medium.com/how-new-satellite-data-sources-enhance-investigative-journalism-f6f9ea71f4af
[7] https://twitter.com/PollicyOrg/status/1387680731032326144
[6] https://voxeurop.eu/en/parents-and-caregivers-unhappy-with-covid-19-induced-homeschooling/
[5] https://icfj.org/annual-review-2020/
[4] https://elpais.com/especiales/2021/planeta-futuro/los-pulmones-de-la-tierra/
[4] https://twitter.com/gijn/status/1386320355002814466

Top URLs in Tweet in G2:
[90] https://twitter.com/JenAFifield/status/1387169413158166528

Top URLs in Tweet in G3:
[10] https://twitter.com/TheICIR/status/1387731234206494726

Top URLs in Tweet in G4:
[3] https://www.pressgazette.co.uk/hearst-newspapers-creates-14-data-journalism-jobs/
[3] https://www.rtdna.org/article/2021_newsrooms_by_numbers
[3] https://gijn.org/2021/04/30/data-journalism-top-10-the-rise-of-big-tech-indias-bad-vaccine-data-why-data-journalists-need-safeguards/
[2] https://events.bloomberglive.com/bloomberg-green-summit-2021?promo=web&tr=true
[2] https://techjournalism.medium.com/how-new-satellite-data-sources-enhance-investigative-journalism-f6f9ea71f4af
[2] http://www.djkevinrush.com/contact-us
[1] https://fivethirtyeight.com/features/the-5-key-constituencies-of-the-2020-democratic-primary/
[1] https://podcasts.apple.com/us/podcast/how-do-you-judge-data-journalism/id1564666308?i=1000518850645
[1] https://twitter.com/sumanthraman/status/1387248863044538369
[1] https://twitter.com/vikramchandra/status/1387260725165379586

Top URLs in Tweet in G5:
[17] https://anchor.fm/ddjpodcast
[6] https://twitter.com/voltdatalab/status/1386702899426861057
[4] https://twitter.com/smfrogers/status/1387075314883383297
[4] https://twitter.com/anarina/status/1386646229245906944
[3] https://simonrogers.net/2021/04/26/int
[3] https://simonrogers.net/2021/04/26/introducing-the-data-journalism-podcast/
[3] https://escoladedados.org/2021/04/masterclass-de-jornalistas-do-google-news-lab-discute-o-uso-de-dados-na-profissao/
[2] https://twitter.com/palewire/status/1387681279492063232
[2] https://flourish.studio/2021/01/19/masters-reveal-line-john-burn-murdoch/
[2] https://www.youtube.com/watch?v=yzbCmZYRqUI&feature=youtu.be


Top URLs in Tweet in G6:
[51] https://twitter.com/USATODAY_PR/status/1387772365808050197
[3] https://twitter.com/kimirobin/status/1387202550064062465
[2] https://twitter.com/JenAFifield/status/1387169413158166528

Top URLs in Tweet in G7:
[15] https://datajournalism.com/
[8] https://gijn.org/2021/04/30/data-journalism-top-10-the-rise-of-big-tech-indias-bad-vaccine-data-why-data-journalists-need-safeguards/
[6] https://datajournalism.com/read/longreads/the-promise-of-wikidata
[5] https://innovation.dw.com/data-driven-journalism-for-social-media-creating-the-right-post-for-every-platform-and-occasion/
[5] http://www.verigazeteciligi.com/factory-2021-bootcamp-basvurulari-acildi/
[4] https://journocode.com/de/events/
[3] https://roadskillmap.com/#0,0,2
[3] https://medium.com/european-data-journalism-network/visualising-risk-a-modern-implementation-of-the-risk-characterization-theatre-2ea860fe08e7
[2] https://news.microsoft.com/opendata/
[2] https://acikveri.balikesir.bel.tr/

Top URLs in Tweet in G8:
[16] https://www.buzzfeednews.com/article/katienotopoulos/app-tracking-iphone-datacuck
[8] https://twitter.com/NCNewsWorks/status/1387057300272156677
[5] https://www.niemanlab.org/2021/04/no-explaining-allowed-a-new-journal-promises-just-the-facts-description-not-theory-or-causality/
[4] https://www.elon.edu/u/nclnw/2021/04/26/local-reporters-dig-into-data-and-deliver-results-in-promising-nc-collaboration/
[1] https://www.wired.com/story/can-killing-cookies-save-journalism/
[1] https://warninggraphiccontent.tumblr.com/post/649871148232884224/30-april-2021

Top URLs in Tweet in G9:
[38] https://en.unesco.org/publications/thechilling

Top URLs in Tweet in G10:
[17] https://www.journalism.org/2021/04/28/at-100-day-mark-coverage-of-biden-has-been-slightly-more-negative-than-positive-varied-greatly-by-outlet-type/
[2] https://twitter.com/pewresearch/status/1388142955018563584
[2] https://twitter.com/CarolYo35267039/status/1387831995535876099
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&pickerSort=desc&pickerMetric=total_cases&hideControls=true&Metric=Confirmed+deaths&Interval=Cumulative&Relative+to+Population=false&Align+outbreaks=false&country=IND~USA~GBR
[1] https://www.journalism.org/2021/04/28/biden-administration-100-days-methodology/
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..2021-04-26&pickerSort=desc&pickerMetric=new_deaths_per_million&Metric=Confirmed+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Align+outbreaks=false&country=IND~USA~GBR

Top Domains
Top Domains in Tweet in Entire Graph:
[301] twitter.com
[115] gijn.org
[38] unesco.org
[35] voxeurop.eu
[34] datacenterfrontier.com
[28] medium.com
[24] datajournalism.com
[21] journalism.org
[19] github.com
[19] anchor.fm

Top Domains in Tweet in G1:
[67] gijn.org
[35] voxeurop.eu
[15] oxpeckers.org
[12] twitter.com
[10] medium.com
[5] icfj.org
[4] elpais.com
[4] washingtonpost.com
[3] mailchi.mp
[3] verigazeteciligi.com

Top Domains in Tweet in G2:
[90] twitter.com

Top Domains in Tweet in G3:
[10] twitter.com

Top Domains in Tweet in G4:
[17] twitter.com
[5] rtdna.org
[4] co.uk
[3] journalism.org
[3] gijn.org
[2] bloomberglive.com
[2] digimart.net
[2] medium.com
[2] datajournalism.com
[2] djkevinrush.com

Top Domains in Tweet in G5:
[21] twitter.com
[17] anchor.fm
[8] simonrogers.net
[4] flourish.studio
[3] escoladedados.org
[2] youtube.com
[1] ddjural.ru
[1] spotify.com
[1] datajournalismpodcast.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[56] twitter.com

Top Domains in Tweet in G7:
[21] datajournalism.com
[12] verigazeteciligi.com
[9] gijn.org
[5] dw.com
[4] journocode.com
[4] org.tr
[4] medium.com
[3] mailchi.mp
[3] roadskillmap.com
[2] microsoft.com

Top Domains in Tweet in G8:
[16] buzzfeednews.com
[8] twitter.com
[5] niemanlab.org
[4] elon.edu
[1] wired.com
[1] tumblr.com

Top Domains in Tweet in G9:
[38] unesco.org

Top Domains in Tweet in G10:
[18] journalism.org
[4] twitter.com
[3] ourworldindata.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[383] ddj
[68] dataviz
[50] data
[46] rstats
[46] theicir
[40] datajournalism
[37] africaresilience
[34] datascience
[34] datajournalismtraining
[33] datacenter



Top Hashtags in Tweet in G1:
[128] ddj
[28] covid_19
[24] datafestkampala
[15] journalismmatters
[14] lungsoftheearth
[14] coronavirus
[12] facebook
[12] wildlifecrime
[12] vietnam
[11] dataviz

Top Hashtags in Tweet in G3:
[46] theicir
[37] africaresilience
[34] datajournalismtraining

Top Hashtags in Tweet in G4:
[13] ddj
[8] dj
[4] pioneerdj
[4] wedding
[3] journalism
[3] djlife
[3] ddj1000
[2] datajournalism
[2] djponttes
[2] ssa

Top Hashtags in Tweet in G5:
[48] ddj
[21] datajournalism
[13] dataviz
[8] rstats
[7] bcujournos
[4] infographics
[2] r
[2] jornalismodedados
[1] osint

Top Hashtags in Tweet in G7:
[47] ddj
[17] data
[15] worldpressfreedomday
[8] açıkveri
[7] datajournalism
[7] voyd
[6] verigazeteciliği
[5] veriokuryazarlığı
[5] veribülteni
[4] datenjournalismus

Top Hashtags in Tweet in G8:
[1] dataviz
[1] ddj
[1] datajournalism
[1] data
[1] opengov

Top Hashtags in Tweet in G10:
[3] vultures
[2] asianamericanexperience

Top Words
Top Words in Tweet in Entire Graph:
[1244] data
[998] journalism
[407] journalists
[390] #ddj
[193] together
[181] investigative
[164] training
[157] pay
[155] year
[148] many

Top Words in Tweet in G1:
[129] #ddj
[116] data
[62] 10
[58] top
[53] journalism
[40] edjnet
[32] code4africa
[30] journalists
[28] #covid_19
[24] #datafestkampala

Top Words in Tweet in G2:
[180] together
[90] arizona
[90] press
[90] corps
[90] literally
[90] fought
[90] moment
[90] come
[90] many
[90] times

Top Words in Tweet in G3:
[294] journalists
[157] journalism
[153] investigative
[152] training
[147] data
[138] capacity
[138] nigerian
[130] iwpr
[127] organised
[126] strengthening

Top Words in Tweet in G4:
[81] data
[67] journalism
[13] #ddj
[12] media
[11] news
[10] year
[9] dj
[8] #dj
[7] 2021
[7] driven

Top Words in Tweet in G5:
[48] #ddj
[41] data
[32] journalism
[26] #datajournalism
[23] podcast
[20] albertocairo
[17] smfrogers
[13] #dataviz
[13] part
[11] awards

Top Words in Tweet in G6:
[156] pay
[102] gannett
[56] data
[56] journalism
[51] reporters
[51] solid
[51] gaps
[51] women
[51] joc
[51] made

Top Words in Tweet in G7:
[49] #ddj
[26] veri
[21] datajournalism
[20] র
[18] journalism
[18] ন
[17] #data
[16] ve
[16] ক
[16] য

Top Words in Tweet in G8:
[35] data
[34] journalism
[17] more
[16] genius
[16] service
[16] life
[16] giving
[16] katienotopoulos
[16] big
[16] daddy

Top Words in Tweet in G9:
[38] big
[38] data
[38] case
[38] studies
[38] mariaressa
[38] carolecadwalla
[38] million
[38] abusive
[38] tweets
[38] targeting

Top Words in Tweet in G10:
[27] data
[17] biden
[17] administration
[17] media
[17] coverage
[11] pewjournalism
[10] study
[9] journalism
[9] analyzed
[9] two

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[463] data,journalism
[148] investigative,data
[138] journalism,capacity
[138] capacity,nigerian
[126] strengthening,investigative
[126] nigerian,journalists
[121] training,strengthening
[113] ongoing,training
[112] journalists,organised
[112] collaboration,iwpr

Top Word Pairs in Tweet in G1:
[48] top,10
[48] 10,#ddj
[40] data,journalism
[19] edjnet,#ddj
[15] #ddj,edjnet
[15] africa,#datafestkampala
[15] undercover,data
[14] #lungsoftheearth,project
[14] daniele,ruzza
[14] #coronavirus,edjnet

Top Word Pairs in Tweet in G2:
[90] arizona,press
[90] press,corps
[90] corps,literally
[90] literally,fought
[90] fought,together
[90] together,moment
[90] moment,come
[90] come,together
[90] together,many
[90] many,times

Top Word Pairs in Tweet in G3:
[147] investigative,data
[147] data,journalism
[138] journalism,capacity
[138] capacity,nigerian
[126] strengthening,investigative
[126] nigerian,journalists
[121] training,strengthening
[113] ongoing,training
[112] journalists,organised
[112] collaboration,iwpr

Top Word Pairs in Tweet in G4:
[24] data,journalism
[6] data,dangerous
[6] dangerous,year
[6] year,journalism
[5] 2021,newsrooms
[5] newsrooms,numbers
[5] numbers,data
[4] data,driven
[4] experience,difference
[3] hearst,newspapers

Top Word Pairs in Tweet in G5:
[32] data,journalism
[15] journalism,podcast
[10] anarina,ceciliadolago
[10] ceciliadolago,renata_mh
[9] jornalismo,dados
[8] às,20h
[7] smfrogers,albertocairo
[7] ma,data
[6] #ddj,#datajournalism
[6] podcast,launched

Top Word Pairs in Tweet in G6:
[51] gannett,reporters
[51] reporters,solid
[51] solid,data
[51] data,journalism
[51] journalism,pay
[51] pay,gaps
[51] gaps,women
[51] women,joc
[51] joc,made
[51] made,totally

Top Word Pairs in Tweet in G7:
[15] interested,upgrading
[15] upgrading,#data
[15] #data,journalism
[15] journalism,skills
[15] skills,datajournalism
[15] datajournalism,offers
[15] offers,free
[15] free,podcasts
[15] podcasts,courses
[15] courses,handbooks

Top Word Pairs in Tweet in G8:
[18] data,journalism
[16] genius,service
[16] service,journalism
[16] journalism,life
[16] life,giving
[16] giving,katienotopoulos
[16] katienotopoulos,big
[16] big,daddy
[16] daddy,capitalism
[16] capitalism,rawdog

Top Word Pairs in Tweet in G9:
[38] big,data
[38] data,case
[38] case,studies
[38] studies,mariaressa
[38] mariaressa,carolecadwalla
[38] carolecadwalla,million
[38] million,abusive
[38] abusive,tweets
[38] tweets,targeting
[38] targeting,analysed

Top Word Pairs in Tweet in G10:
[17] biden,administration
[9] pewjournalism,analyzed
[9] analyzed,two
[9] two,distinct
[9] distinct,sources
[9] sources,data
[9] data,study
[9] study,media
[9] media,covered
[9] covered,early

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iwpr
@theicir
@abdulmahmud01
@edjnet
@mariaressa
@carolecadwalla
@dianamaynard
@kbontcheva
@gijn
@code4africa

Top Mentioned in G1:
@edjnet
@code4africa
@washingtonpost
@gijn
@alexd_ricci
@jacopoottaviani
@eurofound
@pulitzercenter
@itsadaugoo
@motamman

Top Mentioned in G3:
@iwpr
@theicir
@abdulmahmud01
@cen4infores
@dayoaiyetan
@theophilusa
@daily_trust

Top Mentioned in G4:

Top Mentioned in G5:
@albertocairo
@smfrogers
@anarina
@ceciliadolago
@renata_mh
@curso_r
@f_l_o_u_r_i_s_h
@oliviajlawlor
@barbalhofernand
@pilhofer

Top Mentioned in G7:
@datajournalism
@daten_drang
@dwnews
@dw_innovation
@wikidata
@monikajones
@factoryprogram
@graph_zahl
@gijn
@edjnet

Top Mentioned in G8:
@katienotopoulos
@jbenton
@journalqd
@unchussman
@rtburg
@thencpress
@schofieldivey
@rachelkwhqr
@jason_kint
@newsobserver

Top Mentioned in G9:
@mariaressa
@carolecadwalla
@dianamaynard
@kbontcheva

Top Mentioned in G10:
@pewjournalism
@cbsnews
@neil_ruiz
@nytimes
@washingtonpost
@cnn
@msnbc
@foxnews
@60minutes
@spj_tweets

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@threadreaderapp
@femtech_
@serendipitysays
@_redfrog
@washumom
@argojournal
@lesleygsmith3
@indiatoday
@sandradunn1955

Top Tweeters in G1:
@1loriking
@canisgallicus
@terpsichore_los
@washingtonpost
@vedatsamur
@wsj
@mjoehlerich
@jupiterxc
@ft
@ajenglish

Top Tweeters in G2:
@washumom
@lisakbromley
@jacquelinehine1
@socratic1
@kirkmurphy
@thenurse75
@joeofthenorth
@janjanward
@bizneznuna
@gaylaannette

Top Tweeters in G3:
@daily_trust
@badstiles
@iamswaga01
@doderightthing
@cchukudebelu
@lettylakesyde
@richieedet
@kingnormizzy
@ahanaitoceans
@akliveen

Top Tweeters in G4:
@portal_com
@autarkh
@saladeprensa
@phoenix2life
@journalismjobs
@phyecon1
@hernehillandy
@ernst33
@pressgazette
@tnbroadcasters

Top Tweeters in G5:
@threadreaderapp
@kas_stoner
@itsgeorgekamau
@albertocairo
@vcyss67chc
@paulbradshaw
@suhnyllakler
@stephen_abbott
@journtoolbox
@thiagobraga2

Top Tweeters in G6:
@tigerbeat
@sandykalano
@potenspuella
@boundaryseeker
@pinky_or_brain
@tbbrame
@stlvufan
@hapydaiz
@jcimburek
@gidalkaiser

Top Tweeters in G7:
@raivoonet
@dwnews
@riotta
@scieducation1
@margymaclibrary
@anita_milewska
@stella_vaskoudi
@digitaleu
@ashdracs
@rstats_tweets

Top Tweeters in G8:
@buzzedition
@newsobserver
@goanabootbiddy
@jason_kint
@jbenton
@rpardee
@katienotopoulos
@mahimmaher
@niemanlab
@mtdukes

Top Tweeters in G9:
@sandradunn1955
@margaritateresa
@catherinemginn
@margymayell
@meloniasherban
@neighbour_kx
@mariaressa
@lmcjury
@narcaware
@susannaamala5

Top Tweeters in G10:
@foxnews
@cnn
@cbsnews
@besurataansane
@msnbc
@gkrad9
@hailey_zoesdad
@observa73524977
@truxtrains
@pewresearch


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