#ddj OR "data driven journalism", Twitter, 4/18/2023 3:57:35 AM, 291908


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#ddj OR "data driven journalism" Twitter NodeXL SNA Map and Report for Tuesday, 18 April 2023 at 03:
#ddj OR "data driven journalism" Twitter NodeXL SNA Map and Report for Tuesday, 18 April 2023 at 03:
From:
marc_smith
Uploaded on:
April 18, 2023
Short Description:
#ddj OR "data driven journalism" via NodeXL https://bit.ly/43FoSCc
@gijn
@smfrogers
@datajournalism
@gijnru
@pinardag
@michaelbathurst
@tarakelly
@l_a_kelly
@clairemilleruk
@guardian

Top hashtags:
#ddj
#datajournalism
#data
#ai
#foi
#india
#spreadsheets
#dataviz

Description:
Description
The graph represents a network of 230 Twitter users whose recent tweets contained "#ddj OR "data driven journalism"", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 4/9/2023 12:00:00 AM and 4/15/2023 8:52:14 PM. The network was obtained from Twitter on Tuesday, 18 April 2023 at 03:55 UTC.

The tweets in the network were tweeted over the 623-day, 2-hour, 31-minute period from Saturday, 31 July 2021 at 13:56 UTC to Saturday, 15 April 2023 at 16:27 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 230
Unique Edges : 156
Edges With Duplicates : 398
Total Edges : 554
Number of Edge Types : 8
Tweet : 22
Retweet : 154
MentionsInRetweet : 235
Quote : 8
MentionsInQuote : 7
Mentions : 77
MentionsInReplyTo : 31
Replies to : 20
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0652920962199313
Reciprocated Edge Ratio : 0.12258064516129
Connected Components : 25
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 103
Maximum Edges in a Connected Component : 303
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.569865
Graph Density : 0.00588570343649136
Modularity : 0.492806
NodeXL Version : 1.0.1.511
Data Import : The graph represents a network of 230 Twitter users whose recent tweets contained "#ddj OR "data driven journalism"", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 4/9/2023 12:00:00 AM and 4/15/2023 8:52:14 PM. The network was obtained from Twitter on Tuesday, 18 April 2023 at 03:55 UTC.

The tweets in the network were tweeted over the 623-day, 2-hour, 31-minute period from Saturday, 31 July 2021 at 13:56 UTC to Saturday, 15 April 2023 at 16:27 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #ddj OR "data driven journalism"
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[8] https://gijn.org/2023/04/07/data-journalism-ar-15-history-violence-us-mortality-water-scarcity/
[7] https://gijn.org/2023/04/06/top-10-ddj-rossijskaya-cenzura-donorstvo-organov-i-narkozavisimost-v-evrope/
[4] https://gijn.org/2023/04/14/data-journalism-top-10-bitcoins-energy-impact-lgbtq-rights-in-africa-pensions-lattes-taylor-swifts-big-tour/
[4] https://twitter.com/ejcnet/status/1597621412520513537
[3] https://www.journaliststoolbox.org/2022/08/21/spreadsheets/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=291846
[2] https://pamediagroup.livevacancies.co.uk/#/job/details/1066
[2] https://gijn.org/2021/02/18/francais-data-journalisme-redaction/
[2] https://www.thestar.co.uk/education/these-were-the-hardest-schools-in-sheffield-to-get-your-children-into-for-2022-3816109

Top URLs in Tweet in G1:
[7] https://gijn.org/2023/04/07/data-journalism-ar-15-history-violence-us-mortality-water-scarcity/
[2] https://gijn.org/2023/04/14/data-journalism-top-10-bitcoins-energy-impact-lgbtq-rights-in-africa-pensions-lattes-taylor-swifts-big-tour/
[2] https://gijn.org/2021/02/18/francais-data-journalisme-redaction/
[1] https://simonrogers.net/2023/03/28/ai-for-data-storytelling/

Top URLs in Tweet in G2:
[2] https://www.dcthomson.co.uk/vacancies/data-journalist/
[1] https://ejc.net/news/panel-discussion-on-our-data-journalism-survey-at-ijf2023
[1] https://datajournalism.com/survey/2022/
[1] https://twitter.com/datajournalism/status/1625481124917944322/photo/1
[1] https://simonrogers.net/2023/03/28/ai-for-data-storytelling/
[1] https://twitter.com/datajournalism/status/1645687078485622785/photo/1
[1] https://datajournalism.com/read/longreads/data-coverage-of-climate-refugees
[1] https://twitter.com/datajournalism/status/1646785085440507904
[1] https://twitter.com/datajournalism/status/1645687078485622785

Top URLs in Tweet in G3:
[12] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[3] https://www.journaliststoolbox.org/2022/08/21/spreadsheets/
[1] https://twitter.com/anastasiajourno/status/1645805796268343296/photo/1
[1] https://www.journaliststoolbox.org/2022/07/07/public_records_1/
[1] https://www.routledge.com/Data--Journalism-A-Story-Driven-Approach-to-Learning-Data-Reporting/Reilley-Sunne/p/book/9781032225913
[1] https://twitter.com/journtoolbox/status/1646861529604603906/photo/1

Top URLs in Tweet in G4:
[1] https://twitter.com/radionz/status/1645497415099883520
[1] https://www.rnz.co.nz/news/in-depth/487688/why-are-auckland-s-buses-so-routed

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=291846
[1] https://twitter.com/martinstabe/status/1642922265263198208
[1] https://boards.eu.greenhouse.io/financialtimes33
[1] https://ejc.net/funding/gni-student-fellowship-2023
[1] https://gijc2015.org/2015/10/14/how-to-investigate-disasters/
[1] https://twitter.com/voydorg_en/status/1625943599488634888/photo/1
[1] http://www.verigazeteciligi.com/the-visualization-universe-en-fazla-arastirilan-arac-kitap-gorsellestirme-verileri-temel-alinarak-olusturulan-site/
[1] https://twitter.com/DagmedyaVeri/status/1421469787725733893/photo/1

Top URLs in Tweet in G6:
[7] https://gijn.org/2023/04/06/top-10-ddj-rossijskaya-cenzura-donorstvo-organov-i-narkozavisimost-v-evrope/
[1] https://gijn.org/2023/04/14/data-journalism-top-10-bitcoins-energy-impact-lgbtq-rights-in-africa-pensions-lattes-taylor-swifts-big-tour/
[1] https://www.economist.com/graphic-detail/2023/04/04/a-new-study-of-studies-reignites-controversy-over-mask-mandates
[1] https://twitter.com/gijnRu/status/1645323734394257408/photo/1
[1] https://twitter.com/gijnRu/status/1645086170693378049/photo/1
[1] https://twitter.com/gijnRu/status/1645434086327025664/photo/1
[1] https://twitter.com/gijnRu/status/1645686122931015681/photo/1
[1] https://twitter.com/gijnRu/status/1645796526357377026/photo/1
[1] https://twitter.com/gijnRu/status/1645006643862675456/photo/1
[1] https://twitter.com/gijnRu/status/1644617329676886017/photo/1

Top URLs in Tweet in G7:
[1] https://www.srf.ch/news/schweiz/klimamonitor-am-puls-des-planeten-zahlen-und-fakten-zur-klimakrise
[1] https://twitter.com/srfdata/status/1646528344656322560/photo/1

Top URLs in Tweet in G8:
[1] https://www.tagesanzeiger.ch/wenn-die-schweiz-nur-100-einwohner-haette-855007146130
[1] https://twitter.com/TA_Interaktiv/status/1646394582597337089/photo/1
[1] https://www.tagesanzeiger.ch/die-beliebtesten-hunderassen-der-schweiz-und-wo-sie-am-haeufigsten-vorkommen-205586825473

Top URLs in Tweet in G9:
[4] https://twitter.com/ejcnet/status/1597621412520513537
[1] https://youtu.be/t_mqozIZ-xs
[1] https://twitter.com/tarakelly/status/1539236013561860096/photo/1
[1] https://twitter.com/datajournalism/status/1597592689163534336

Top URLs in Tweet in G10:
[1] https://elpais.com/internacional/2023-04-09/por-que-la-india-ya-supera-a-china-en-habitantes-asi-es-la-explosion-demografica-del-pais-de-las-megaciudades.html?ssm=TW_CC

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[23] gijn.org
[16] journaliststoolbox.org
[12] co.uk
[6] gov.uk
[2] ejc.net
[2] datajournalism.com
[2] org.ua
[2] tagesanzeiger.ch
[2] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[11] gijn.org
[1] simonrogers.net

Top Domains in Tweet in G2:
[4] twitter.com
[2] datajournalism.com
[2] co.uk
[1] ejc.net
[1] simonrogers.net

Top Domains in Tweet in G3:
[16] journaliststoolbox.org
[2] twitter.com
[1] routledge.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] co.nz

Top Domains in Tweet in G5:
[3] twitter.com
[2] nodexlgraphgallery.org
[1] greenhouse.io
[1] ejc.net
[1] gijc2015.org
[1] verigazeteciligi.com

Top Domains in Tweet in G6:
[8] gijn.org
[7] twitter.com
[1] economist.com

Top Domains in Tweet in G7:
[1] srf.ch
[1] twitter.com

Top Domains in Tweet in G8:
[2] tagesanzeiger.ch
[1] twitter.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] youtu.be

Top Domains in Tweet in G10:
[1] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] ddj
[28] datajournalism
[15] data
[15] ai
[9] foi
[8] india
[7] spreadsheets
[7] dataviz
[5] journalism
[4] ijf23



Top Hashtags in Tweet in G1:
[21] ddj
[8] ai
[1] ijf23
[1] datajournalism

Top Hashtags in Tweet in G2:
[15] datajournalism
[9] ddj
[5] ai
[3] ijf23
[2] data
[1] climatechange
[1] dataviz
[1] journojobs
[1] climate
[1] environment

Top Hashtags in Tweet in G3:
[18] ddj
[8] data
[7] spreadsheets
[3] datajournalism
[1] foia

Top Hashtags in Tweet in G5:
[10] ddj
[3] datajournalism
[1] datavis
[1] journalism
[1] shoutmgb
[1] ai
[1] earthquaketurkey
[1] türkiye
[1] tool
[1] dataviz

Top Hashtags in Tweet in G6:
[8] ddj

Top Hashtags in Tweet in G7:
[1] ddj

Top Hashtags in Tweet in G8:
[2] ddj

Top Hashtags in Tweet in G9:
[8] ddj
[5] data
[3] journalism
[2] journalists
[2] osint
[1] datajournalism

Top Hashtags in Tweet in G10:
[8] india
[8] ddj

Top Words
Top Words in Tweet in Entire Graph:
[121] #ddj
[90] data
[48] journalism
[36] gijn
[34] bus
[30] die
[28] schweiz
[28] #datajournalism
[26] в
[23] tools

Top Words in Tweet in G1:
[23] gijn
[21] #ddj
[12] ड
[12] ज
[11] bitcoin
[11] data
[10] environmental
[10] mining
[10] reuters
[10] impacts

Top Words in Tweet in G2:
[15] #datajournalism
[15] data
[9] #ddj
[8] datajournalism
[8] l_a_kelly
[6] things
[6] recruiting
[6] currently
[6] sure
[6] quick

Top Words in Tweet in G3:
[21] journtoolbox
[19] tools
[18] #ddj
[12] interactive
[12] using
[12] creating
[12] few
[12] dozens
[12] infographics
[12] paid

Top Words in Tweet in G4:
[34] bus
[17] back
[17] failure
[17] enough
[17] traces
[17] pay
[17] driven
[17] problems
[17] auckland
[17] services

Top Words in Tweet in G5:
[10] #ddj
[8] data
[8] team
[8] ftdata
[8] 2023
[7] martinstabe
[4] 03
[4] student
[4] join
[4] weeks

Top Words in Tweet in G6:
[26] в
[9] и
[8] #ddj
[7] 10
[7] топ
[7] gijn
[7] co
[7] рус
[6] 4crburwksr
[6] gijnru

Top Words in Tweet in G7:
[16] die
[16] trockenheit
[15] herrscht
[15] schweiz
[15] grosse
[15] tessin
[15] stark
[15] während
[15] thema
[15] zukunft

Top Words in Tweet in G8:
[13] gibt
[13] schweiz
[10] viele
[8] millionäre
[8] die
[8] zeigt
[8] einwohnerinnen
[8] zahlenspielerei
[8] einwohner
[7] ta_interaktiv

Top Words in Tweet in G9:
[8] #ddj
[7] muckrock
[7] discord
[6] tarakelly
[6] live
[5] #data
[4] chat
[4] starting
[4] team
[4] minutes

Top Words in Tweet in G10:
[8] megaciudades
[8] #ddj
[8] explosión
[8] habitantes
[8] #india
[8] supera
[8] demográfica
[8] china
[7] lauranavarrosol

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] data,driven
[23] die,schweiz
[22] driven,journalism
[22] data,journalism
[17] auckland,bus
[17] problems,auckland
[17] failure,pay
[17] traces,problems
[17] pay,bus
[17] journalism,traces

Top Word Pairs in Tweet in G1:
[10] highlights,nytimes'
[10] #ddj,highlights
[10] environmental,impacts
[10] mining,reuters
[10] investigation,energy
[10] energy,environmental
[10] bitcoin,mining
[10] week's,#ddj
[10] impacts,bitcoin
[10] nytimes',investigation

Top Word Pairs in Tweet in G2:
[6] kind,things
[6] sure,mentioned
[6] things,working
[6] quick,kind
[6] currently,recruiting
[6] working,data
[6] mentioned,currently
[6] recruiting,quick
[5] #datajournalism,survey
[5] l_a_kelly,sure

Top Word Pairs in Tweet in G3:
[12] paid,tools
[12] tools,creating
[12] charts,infographics
[12] creating,interactive
[12] dozens,free
[12] free,few
[12] interactive,charts
[12] infographics,#ddj
[12] few,paid
[10] journtoolbox,dozens

Top Word Pairs in Tweet in G4:
[17] pay,bus
[17] bus,drivers
[17] services,back
[17] auckland,bus
[17] drivers,enough
[17] bus,services
[17] failure,pay
[17] journalism,traces
[17] back,failure
[17] data,driven

Top Word Pairs in Tweet in G5:
[7] ftdata,team
[4] looking,2023
[4] fellow,join
[4] student,fellow
[4] 2023,googlenewsinit
[4] re,looking
[4] team,eight
[4] weeks,summer
[4] googlenewsinit,student
[4] join,ftdata

Top Word Pairs in Tweet in G6:
[7] gijn,рус
[7] в,топ
[7] #ddj,gijn
[7] рус,co
[7] топ,10
[6] 10,#ddj
[6] co,4crburwksr
[3] как,в
[3] что,некоторые
[3] некоторые,энергетические

Top Word Pairs in Tweet in G7:
[15] regnet,herrscht
[15] grosse,trockenheit
[15] schweiz,zukunft
[15] tessin,grosse
[15] die,schweiz
[15] mittelland,regnet
[15] trockenheit,thema
[15] zukunft,stark
[15] thema,die
[15] während,mittelland

Top Word Pairs in Tweet in G8:
[8] einwohnerinnen,einwohner
[8] viele,millionäre
[8] millionäre,gibt
[8] schweiz,einwohnerinnen
[8] zeigt,viele
[8] einwohner,zahlenspielerei
[8] zahlenspielerei,zeigt
[8] die,schweiz
[7] ta_interaktiv,die
[5] schweiz,grafiken

Top Word Pairs in Tweet in G9:
[4] muckrock,team
[4] discord,chat
[4] starting,minutes
[4] minutes,discord
[4] chat,muckrock
[4] team,#ddj
[3] excited,hosting
[3] #ddj,#data
[3] discord,#ddj
[3] 3pm,cet

Top Word Pairs in Tweet in G10:
[8] supera,china
[8] demográfica,megaciudades
[8] china,habitantes
[8] explosión,demográfica
[8] #india,supera
[8] megaciudades,#ddj
[8] habitantes,explosión
[7] lauranavarrosol,#india

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@journtoolbox
@smfrogers
@maxdnharris
@srfdata
@datajournalism
@nytimes
@reuters
@l_a_kelly
@ftdata

Top Mentioned in G1:
@gijn
@smfrogers
@nytimes
@reuters
@datajournalism
@gijnhin
@daten_drang
@arusbridger
@juliustroeger
@disclose_ngo

Top Mentioned in G2:
@l_a_kelly
@datajournalism
@smfrogers
@tarakelly
@larsboering
@sondreus
@sricchia

Top Mentioned in G3:
@journtoolbox
@samanthasunne
@cmjainlive
@anastasiajourno

Top Mentioned in G4:
@maxdnharris

Top Mentioned in G5:
@ftdata
@martinstabe
@googlenewsinit
@gijn
@michaelbathurst
@google
@gijnafrica
@risj_oxford
@bbbcccnnn

Top Mentioned in G6:
@gijn
@gijnru
@guardian
@bloomberg
@lanacion
@theeconomist
@cochranecollab
@istories_media
@washingtonpost

Top Mentioned in G7:
@srfdata

Top Mentioned in G8:
@ta_interaktiv
@yannickw3
@tagesanzeiger
@pvoegeli
@marcbrup
@mathiaslutz

Top Mentioned in G9:
@muckrock
@tarakelly
@sigmaawards
@datajournalism

Top Mentioned in G10:
@lauranavarrosol
@el_pais

Top Tweeters
Top Tweeters in Entire Graph:
@reuters
@guardian
@el_pais
@becs
@markplackett1
@ambrowoll
@portalmvd
@lanacion
@nytimes
@pmihail1

Top Tweeters in G1:
@reuters
@markplackett1
@ambrowoll
@nytimes
@miriamcosic
@manolo_loop
@amnesia_no
@gijn
@yearrypanji
@vishnurajgadia

Top Tweeters in G2:
@aidanskinner
@gibranashraf
@ulrikamhedman
@alan_s_morrison
@ewansmithpr
@boehlerpatrick
@datajournalism
@celiktolga
@l_a_kelly
@verapeneda

Top Tweeters in G3:
@codeforpdx
@beartrust
@arthursmid
@dn1164
@journtoolbox
@thedssourav
@mplenke
@lisaloving
@jaxfellows
@communitypodium

Top Tweeters in G4:
@becs
@krveale
@bettyahau
@jayson_bryant
@jukic_d
@radionz
@urbantui
@gaymaxine
@rugbyintel
@brabantsekiwi

Top Tweeters in G5:
@charlesarthur
@michaelbathurst
@bbbcccnnn
@google
@billydees
@timandraharknes
@pinardag
@journalismfest
@risj_oxford
@martinstabe

Top Tweeters in G6:
@guardian
@lanacion
@pmihail1
@elconfidencial
@theeconomist
@tagesspiegel
@marshallproj
@healer_z
@bloomberg
@ellejtn

Top Tweeters in G7:
@es_ist_magie
@darthsquig
@c_caviglia
@valio_ch
@hydrology_wsl
@alinetrede
@julianschmidli
@lusmanuelcalvo1
@fisch712
@srfdata

Top Tweeters in G8:
@tagesanzeiger
@matcmeier
@wahlforschung0
@marcbrup
@ta_interaktiv
@yannickw3
@floriannaef
@kasparstaub
@mathiaslutz
@pvoegeli

Top Tweeters in G9:
@muckrock
@tarakelly
@santaki1970
@sarav2202
@gustr913
@brillz_86
@get70mon
@cregoeng
@sigmaawards

Top Tweeters in G10:
@el_pais
@yolsclemente
@eli_vivas
@mariano_zafra
@agustifdelosada
@sepirdata
@javhoyos
@lauranavarrosol
@infoiguacel


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