#ddj, Twitter, 10/21/2019 12:44:02 PM, 213690


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#ddj_2019-10-21_05-26-25.xlsx
#ddj_2019-10-21_05-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2019
Short Description:
#ddj via NodeXL http://bit.ly/32ArsJL
@albertocairo
@bbbcccnnn
@gijn
@datajournalism
@warninggraphicc
@nytgraphics
@yearrypanji
@aghniaadzkia
@pinardag
@gijnru

Top hashtags:
#ddj
#dataviz
#vg
#infographics
#verigörselleştirme
#iot
#verigazeteciliği
#datajournalism

Description:
Description
The graph represents a network of 468 Twitter users whose tweets in the requested range contained "#ddj", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 October 2019 at 12:26 UTC.

The requested start date was Monday, 21 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 14-hour, 13-minute period from Tuesday, 15 October 2019 at 00:31 UTC to Friday, 18 October 2019 at 14:44 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[15] https://gijn.org/2019/10/17/gijns-data-journalism-top-10-fall-foliage-housing-data-knife-crimes-charts-vs-text/
[14] https://login.wyborcza.pl/services/init-session?redirect=http%3A%2F%2Fsonar.wyborcza.pl%2Fsonar%2F7%2C156422%2C25315103%2Cwybory-2019-ile-partii-weszlo-do-sejmu-i-co-to-oznacza-dla.html
[13] https://idatassist.com/how-to-communicate-uncertainty-in-data-stories/
[12] https://vis.occrp.org/pages/about
[12] https://mailchi.mp/5ef449ee95d1/veri-bulteni50-391041?e=74f286a1a2
[11] http://www.thefunctionalart.com/2019/10/a-bad-chart-that-confuses-bias-with.html
[9] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[9] https://dataviztoday.com/
[7] http://www.verigazeteciligi.com/bastan-sona-python-kursu-ucretsiz/

Top URLs in Tweet in G1:
[35] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[12] https://idatassist.com/how-to-communicate-uncertainty-in-data-stories/
[11] http://www.thefunctionalart.com/2019/10/a-bad-chart-that-confuses-bias-with.html
[6] https://eagereyes.org/blog/2019/paper-evidence-for-area-as-the-primary-visual-cue-in-pie-charts
[5] https://github.com/datadesk/ripa-analysis
[3] https://twitter.com/infowetrust/status/1184155103902588928
[3] https://twitter.com/MattCData/status/1184463963871797250
[2] http://www.thefunctionalart.com/2019/10/politico-visualizes-dis-united-states.html
[2] https://twitter.com/junkcharts/status/1184443492073799680
[2] https://twitter.com/infobeautyaward/status/1184166314119708673

Top URLs in Tweet in G2:
[14] https://gijn.org/2019/10/17/gijns-data-journalism-top-10-fall-foliage-housing-data-knife-crimes-charts-vs-text/
[2] https://infotimes.org/the-blood-speeches/
[2] https://gijc2019.org/tipsheets/
[1] https://projects.propublica.org/trump-town/
[1] https://twitter.com/jburnmurdoch/status/1182365911879245825
[1] https://www.journalism.co.uk/tip-of-the-day/tip-set-up-a-data-unit-in-your-newsroom/s419/a744948/
[1] https://advocacyassembly.org/en/courses/47/#/chapter/1/lesson/1
[1] https://www.icij.org/blog/2019/07/top-tips-and-tricks-for-going-global-with-foi/
[1] https://www.icij.org/investigations/solitary-voices/ice-knew-for-years-about-solitary-confinement-issues-memo-reveals/
[1] https://www.icij.org/investigations/solitary-voices/how-us-immigration-authorities-use-solitary-confinement/

Top URLs in Tweet in G3:
[1] https://jot-con.de
[1] https://regexr.com/
[1] https://code4libtoronto.github.io/2018-10-12-access/GoogleRefineCheatSheets.pdf
[1] https://stackoverflow.com/questions/42791423/value-matching-in-regex-and-openrefine
[1] https://digitalpresent.tagesspiegel.de/die-groessten-umweltverschmutzer-der-welt

Top URLs in Tweet in G4:
[12] https://vis.occrp.org/pages/about
[12] https://mailchi.mp/5ef449ee95d1/veri-bulteni50-391041?e=74f286a1a2
[9] https://dataviztoday.com/
[7] http://www.verigazeteciligi.com/bastan-sona-python-kursu-ucretsiz/
[5] https://datajournalism.com/
[5] http://www.verigazeteciligi.com/dataviztoday-elestirel-veri-gorsellestirme-podcasti/
[4] http://www.verigazeteciligi.com/occrpden-acik-kaynak-gorsellestirme-araci/
[4] https://datajournalism.com/read/newsletters/data-scraping-for-stories
[3] http://www.verigazeteciligi.com/veri-gorsellestirmenin-temelleri-neler/
[2] https://datastori.es/147-iconic-climate-visuals-with-ed-hawkins/#t=0:29.150

Top URLs in Tweet in G5:
[1] https://datajournalism.com/read/newsletters/data-scraping-for-stories
[1] https://docs.google.com/forms/d/e/1FAIpQLSfpT306apYiDT5ibM1mMEX2fCtQ_FVrp_zXen8E65hkMcQz7w/viewform?usp=send_form
[1] https://datajournalism.com/read/longreads/de-identification-for-data-journalists
[1] https://datajournalism.com/
[1] https://cloud.google.com/vision/
[1] https://twitter.com/willdahlgreen/status/1184753163917807616

Top URLs in Tweet in G6:
[1] https://www.meetup.com/Journocoders-in-Indonesia/events/265706625/?rv=ea1_v2&_xtd=gatlbWFpbF9jbGlja9oAJGU3MWY5YjY2LWFjZWUtNDZjNC05MzViLWQ2YzkyYTgwMjQ0ZA

Top URLs in Tweet in G7:
[2] https://warninggraphiccontent.tumblr.com/post/188424107916/18-october-2019
[1] https://pudding.cool/2019/10/pubs/

Top URLs in Tweet in G8:
[2] https://www.eventbrite.com/e/data-driven-2019-tickets-73509098693
[1] https://tcij.org/category/tradecraft/courses/
[1] https://www.instagram.com/p/B3qE7jIp8Tf/?igshid=1xb55ugixu7r3
[1] https://www.instagram.com/p/B3qKkBLgC1S/?igshid=3lkzafi7yp6x
[1] https://medium.com/@karlhodge/take-better-google-street-view-screenshots-e8b025861756
[1] https://twitter.com/digidickinson/status/1184215201467551744
[1] https://www.nytimes.com/2019/10/13/reader-center/russia-syria-hospitals-investigation.html
[1] https://twitter.com/ryansagare/status/1184490552324173830
[1] https://infotimes.org/the-blood-speeches/
[1] https://twitter.com/AmyCesal/status/1184496403755614208

Top URLs in Tweet in G9:
[14] https://login.wyborcza.pl/services/init-session?redirect=http%3A%2F%2Fsonar.wyborcza.pl%2Fsonar%2F7%2C156422%2C25315103%2Cwybory-2019-ile-partii-weszlo-do-sejmu-i-co-to-oznacza-dla.html
[1] https://login.wyborcza.pl/services/init-session?redirect=http%3A%2F%2Fbiqdata.wyborcza.pl%2Fbiqdata%2F7%2C159116%2C25315161.html

Top URLs in Tweet in G10:
[1] https://www.rbc.ru/society/08/10/2019/5d920ff29a79472fec0ff4bc

Top Domains
Top Domains in Tweet in Entire Graph:
[49] thefunctionalart.com
[31] twitter.com
[30] verigazeteciligi.com
[15] datajournalism.com
[15] gijn.org
[15] wyborcza.pl
[13] idatassist.com
[12] occrp.org
[12] mailchi.mp
[10] co.uk

Top Domains in Tweet in G1:
[49] thefunctionalart.com
[16] twitter.com
[12] idatassist.com
[6] eagereyes.org
[5] github.com
[1] indiebound.org
[1] barnesandnoble.com
[1] amazon.com
[1] dropbox.com
[1] nytimes.com

Top Domains in Tweet in G2:
[14] gijn.org
[3] icij.org
[2] infotimes.org
[2] gijc2019.org
[1] propublica.org
[1] twitter.com
[1] co.uk
[1] advocacyassembly.org
[1] opennews.org

Top Domains in Tweet in G3:
[1] jot-con.de
[1] regexr.com
[1] github.io
[1] stackoverflow.com
[1] tagesspiegel.de

Top Domains in Tweet in G4:
[30] verigazeteciligi.com
[12] datajournalism.com
[12] occrp.org
[12] mailchi.mp
[9] dataviztoday.com
[3] org.tr
[3] twitter.com
[2] datastori.es
[2] datashades.info
[2] gov.tr

Top Domains in Tweet in G5:
[3] datajournalism.com
[2] google.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] meetup.com

Top Domains in Tweet in G7:
[2] tumblr.com
[1] pudding.cool

Top Domains in Tweet in G8:
[4] instagram.com
[3] twitter.com
[2] eventbrite.com
[1] tcij.org
[1] medium.com
[1] nytimes.com
[1] infotimes.org
[1] novayagazeta.ru
[1] co.uk

Top Domains in Tweet in G9:
[15] wyborcza.pl

Top Domains in Tweet in G10:
[1] rbc.ru

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[283] ddj
[145] dataviz
[51] vg
[50] infographics
[24] verigörselleştirme
[19] iot
[18] verigazeteciliği
[17] datajournalism
[17] howchartslie
[15] biqdata



Top Hashtags in Tweet in G1:
[51] dataviz
[48] ddj
[36] infographics
[17] howchartslie
[5] rstats
[5] python
[3] infographic
[3] datavis
[2] sexovirtual
[2] datos

Top Hashtags in Tweet in G2:
[32] ddj
[3] journalism
[2] daesh
[2] isis
[2] gijc19
[2] solitaryconfinement
[2] investigativejournalism
[1] прозрачность
[1] советы
[1] трамп

Top Hashtags in Tweet in G3:
[19] iot
[4] ddj
[1] jot
[1] infosec
[1] servicetweet
[1] datenspiegel
[1] dataviz
[1] whynot

Top Hashtags in Tweet in G4:
[87] ddj
[63] dataviz
[51] vg
[24] verigörselleştirme
[18] verigazeteciliği
[11] infographics
[7] python
[7] pythonddj
[6] araç
[6] tool

Top Hashtags in Tweet in G5:
[7] ai
[5] ddj
[4] datajournalism
[1] scraping
[1] followthemoney
[1] dataprivacy
[1] dataviz

Top Hashtags in Tweet in G6:
[3] ddj
[3] ddjindonesia
[1] ddjworkshop

Top Hashtags in Tweet in G7:
[8] ddj
[7] dataviz
[5] opendata
[4] digitalgov
[4] ai
[4] datajournalism
[4] brexit

Top Hashtags in Tweet in G8:
[17] ddj
[4] djs
[4] dj
[3] party
[3] cdj
[3] djing
[3] djlife
[3] pioneer
[3] serato
[3] datajournalism

Top Hashtags in Tweet in G9:
[15] ddj
[15] biqdata
[14] sonar
[1] sankey
[1] election

Top Hashtags in Tweet in G10:
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[244] Words in Sentiment List#1: Positive
[203] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[9999] Non-categorized Words
[10446] Total Words
[283] #ddj
[145] #dataviz
[103] albertocairo
[91] data
[66] charts

Top Words in Tweet in G1:
[91] albertocairo
[62] charts
[56] lie'
[54] 'how
[51] #dataviz
[48] #ddj
[37] 20
[36] #infographics
[36] first
[35] read

Top Words in Tweet in G2:
[32] #ddj
[27] gijn
[20] 10
[17] top
[16] data
[12] want
[11] using
[10] analysis
[10] london
[9] know

Top Words in Tweet in G3:
[23] sind
[22] größten
[22] klimasünder
[22] guardian
[22] hat
[22] 20
[22] firmen
[22] ermittelt
[22] drittel
[22] des

Top Words in Tweet in G4:
[87] #ddj
[63] #dataviz
[51] #vg
[46] veri
[31] voydorg
[29] pinardag
[28] görselleştirme
[24] #verigörselleştirme
[21] dagmedyaveri
[20] açık

Top Words in Tweet in G5:
[24] searching
[19] datajournalism
[13] journalists
[13] stories
[13] data
[12] new
[12] long
[12] read
[12] identification
[12] learn

Top Words in Tweet in G6:
[35] dan
[24] data
[23] aghniaadzkia
[15] solo
[13] garnesian
[13] conducting
[13] driven
[13] journalism
[13] workshop
[13] journalists

Top Words in Tweet in G7:
[8] #ddj
[7] #dataviz
[5] week's
[5] #opendata
[5] links
[4] new
[4] #digitalgov
[4] #ai
[4] #datajournalism
[4] including

Top Words in Tweet in G8:
[17] #ddj
[6] data
[4] #djs
[4] #dj
[4] canada's
[4] event
[3] #party
[3] #cdj
[3] need
[3] #djing

Top Words in Tweet in G9:
[15] #ddj
[15] #biqdata
[14] kto
[14] jest
[14] w
[14] sejmie
[14] #sonar
[14] gazeta_wyborcza
[13] sardanapal

Top Words in Tweet in G10:
[29] о
[15] смертности
[14] на
[14] днях
[14] вышел
[14] ещё
[14] один
[14] мой
[14] текст
[14] статистике

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] charts,lie'
[55] 'how,charts
[49] #ddj,#vg
[47] #dataviz,#infographics
[46] #infographics,#ddj
[35] u,s
[35] read,first
[35] first,20
[35] 20,pages
[34] #dataviz,#ddj

Top Word Pairs in Tweet in G1:
[56] charts,lie'
[54] 'how,charts
[36] #dataviz,#infographics
[35] #infographics,#ddj
[35] read,first
[35] first,20
[35] 20,pages
[32] lie',already
[32] already,available
[32] available,u

Top Word Pairs in Tweet in G2:
[19] 10,#ddj
[17] top,10
[9] want,know
[8] #ddj,week
[7] know,build
[7] build,cool
[7] cool,resume
[7] resume,using
[7] using,r
[7] r,nicholasstrayer

Top Word Pairs in Tweet in G3:
[22] sind,größten
[22] größten,klimasünder
[22] klimasünder,guardian
[22] guardian,hat
[22] hat,20
[22] 20,firmen
[22] firmen,ermittelt
[22] ermittelt,drittel
[22] drittel,des
[22] des,weltweiten

Top Word Pairs in Tweet in G4:
[49] #ddj,#vg
[22] #vg,#dataviz
[21] #dataviz,#ddj
[18] görselleştirme,aracı
[16] açık,kaynak
[16] kaynak,görselleştirme
[13] voyd'un,haberde
[13] haberde,#verigörselleştirme
[13] #verigörselleştirme,serisi
[13] serisi,veri

Top Word Pairs in Tweet in G5:
[16] searching,searching
[12] new,long
[12] long,read
[12] read,identification
[12] identification,data
[12] data,journalists
[12] journalists,learn
[12] learn,5
[12] 5,techniques
[12] techniques,vojtechsedlak

Top Word Pairs in Tweet in G6:
[13] garnesian,conducting
[13] conducting,data
[13] data,driven
[13] driven,journalism
[13] journalism,workshop
[13] workshop,journalists
[13] journalists,student
[13] student,press
[13] press,members
[13] members,solo

Top Word Pairs in Tweet in G7:
[7] #ddj,#dataviz
[5] week's,#ddj
[5] #dataviz,#opendata
[4] new,week's
[4] #opendata,#digitalgov
[4] #digitalgov,#ai
[4] #ai,#datajournalism
[4] #datajournalism,links
[4] links,including
[4] including,#brexit

Top Word Pairs in Tweet in G8:
[3] #cdj,#ddj
[2] #classicdisco,#oldschool
[2] #oldschool,#remix
[2] #remix,#party
[2] #party,#djs
[2] #djs,#cdj
[2] #pioneer,#pioneerdj
[2] humber,presents
[2] presents,canada's
[2] canada's,largest

Top Word Pairs in Tweet in G9:
[14] kto,jest
[14] jest,w
[14] w,sejmie
[14] sejmie,#ddj
[14] #ddj,#biqdata
[14] #biqdata,#sonar
[14] #sonar,gazeta_wyborcza
[13] sardanapal,kto

Top Word Pairs in Tweet in G10:
[14] на,днях
[14] днях,вышел
[14] вышел,ещё
[14] ещё,один
[14] один,мой
[14] мой,текст
[14] текст,о
[14] о,статистике
[14] статистике,смертности
[14] смертности,используя

Top Replied-To
Top Replied-To in Entire Graph:
@ukhomeoffice

Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@voydorg
@pinardag
@gijn
@aghniaadzkia
@datajournalism
@dagmedyaveri
@helenawittlich
@plateauton
@semakahriman

Top Mentioned in G1:
@albertocairo
@datassist
@infobeautyaward
@sharon000
@tmthomasdc
@beatricezjin
@d_spiegel
@molinafm
@nytimes
@nigelhawtin

Top Mentioned in G2:
@gijn
@nicholasstrayer
@vanderbiltu
@bbcnews
@tbij
@washingtonpost
@usda
@source
@postgraphics
@nytimes

Top Mentioned in G3:
@helenawittlich
@plateauton
@openrefine
@annabehrend
@jotcon19
@tagesspiegel

Top Mentioned in G4:
@voydorg
@pinardag
@dagmedyaveri
@semakahriman
@occrp
@albertocairo
@dataviztoday
@sahnpnr
@datavizsociety
@tableaupublic

Top Mentioned in G5:
@datajournalism
@vojtechsedlak
@paulbradshaw
@paldhous

Top Mentioned in G6:
@aghniaadzkia
@garnesian
@journocoders_id
@tummythumb
@beritagarid
@datajournalism

Top Mentioned in G7:
@ftdata
@warninggraphicc
@puddingviz
@instituteforgov
@guardianvisuals
@fullfact
@bbgvisualdata
@commonslibrary
@nytgraphics
@tjukanov

Top Mentioned in G8:
@republicdisco

Top Mentioned in G9:
@gazeta_wyborcza
@sardanapal

Top Mentioned in G10:
@dadalndll

Top Tweeters
Top Tweeters in Entire Graph:
@andreasandy3131
@beritagarid
@calcaware
@w_nicht
@bbcnews
@nytimes
@s_ersea_shipsco
@washingtonpost
@lanacion
@beccanalia

Top Tweeters in G1:
@vedatsamur
@margareig
@wikisteff
@dillidurast
@indeadline
@albertocairo
@barrywellman
@spopalzai
@arrianna_planey
@mckeay

Top Tweeters in G2:
@bbcnews
@nytimes
@s_ersea_shipsco
@washingtonpost
@beccanalia
@stltoday
@dmedialab
@bbbcccnnn
@propublica
@journalismnews

Top Tweeters in G3:
@andreasandy3131
@w_nicht
@tagesspiegel
@growlycub
@hesselmann
@wynandbooysen
@piratenbaer
@joccck
@thougthsasmbly
@silkeplagge

Top Tweeters in G4:
@justbementalist
@pinardag
@occrp
@mervesentoregil
@arastiriyorum
@ildenn
@aptalist_
@cemsutcu
@__geeky
@pi_zero_pi

Top Tweeters in G5:
@thomasforth
@info_aus
@margymaclibrary
@rowlandm
@bact
@paulbradshaw
@twallack
@prosumidorsoc
@datatheism
@kaerumy

Top Tweeters in G6:
@beritagarid
@kedaiboekoe
@fotodeka
@husainiende
@yearrypanji
@geminibadbois
@garnesian
@plumpysugar
@mirza_gralel
@aghniaadzkia

Top Tweeters in G7:
@calcaware
@zdnet
@bdstanley
@puntofisso
@instituteforgov
@attilabatorfy
@ons
@cswnews
@fullfact
@nef

Top Tweeters in G8:
@owenboswarva
@djqevlar
@stourbridgenews
@rosental
@aeleraqi
@cijournalism
@lucero_music
@trustmeimthedj
@humbermediaarts
@raphipons

Top Tweeters in G9:
@gazeta_wyborcza
@dobroskok
@marcoos
@dwielowieyska
@mwpotocki
@arrbor
@krzysztofkalkow
@bartoshchyz
@sardanapal
@misiupajor1902

Top Tweeters in G10:
@niemalsnoch
@ks1v
@kira_gandhi
@ccl3no2
@ymasha
@marununchak
@ofitserovajj
@feu_bouffon
@maximitch
@tut_vam_ne_eto