#ddj, Twitter, 10/21/2019 8:37:18 AM, 213666


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#ddj_2019-10-21_01-29-58.xlsx
#ddj_2019-10-21_01-29-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 21, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2MWxjTi
@gijn
@albertocairo
@datajournalism
@pinardag
@bbbcccnnn
@nytgraphics
@yearrypanji
@warninggraphicc
@icijorg
@aghniaadzkia

Top hashtags:
#ddj
#dataviz
#vg
#infographics
#verigörselleştirme
#opendata
#verigazeteciliği

Description:
Description
The graph represents a network of 564 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 08:30 UTC.

The requested date range was from Monday, 14 October 2019 at 00:00 UTC through Monday, 21 October 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 4-day, 13-hour, 3-minute period from Monday, 14 October 2019 at 01:41 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:
[36] 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://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.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://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
[3] https://twitter.com/MattCData/status/1184463963871797250
[3] https://twitter.com/infowetrust/status/1184155103902588928
[2] https://twitter.com/infobeautyaward/status/1184166314119708673
[2] http://www.thefunctionalart.com/2019/10/politico-visualizes-dis-united-states.html
[1] https://twitter.com/yuncod/status/1181562636904755200
[1] https://www.dropbox.com/s/y8m3of0d36kl6cx/HOWCHARTSLIE_Boston2019.pdf?dl=0

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/
[3] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[2] https://infotimes.org/the-blood-speeches/
[2] https://advocacyassembly.org/en/courses/47/#/chapter/1/lesson/1
[1] https://twitter.com/jburnmurdoch/status/1182365911879245825
[1] https://projects.propublica.org/trump-town/
[1] https://source.opennews.org/articles/event-roundup-october-14/
[1] https://source.opennews.org/articles/autonomous-cars-washington-post-interactive/
[1] https://www.journalism.co.uk/tip-of-the-day/tip-set-up-a-data-unit-in-your-newsroom/s419/a744948/
[1] https://gijc2019.org/tipsheets/

Top URLs in Tweet in G3:
[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] http://www.verigazeteciligi.com/dataviztoday-elestirel-veri-gorsellestirme-podcasti/
[5] https://datajournalism.com/
[4] https://datajournalism.com/read/newsletters/data-scraping-for-stories
[4] http://www.verigazeteciligi.com/occrpden-acik-kaynak-gorsellestirme-araci/
[4] http://www.verigazeteciligi.com/acik-veri-raporu-hazirlandi/
[3] https://datajournalism.com/read/longreads/designing-data-visualisations-with-empathy

Top URLs in Tweet in G4:
[1] https://jot-con.de
[1] https://digitalpresent.tagesspiegel.de/die-groessten-umweltverschmutzer-der-welt

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://www.journoresources.org.uk/16-places-you-can-get-free-journalism-training-to-do-all-the-upskilling/
[1] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[1] https://cloud.google.com/vision/
[1] https://twitter.com/willdahlgreen/status/1184753163917807616
[1] https://datajournalism.com/

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:
[3] https://larevuedesmedias.ina.fr/le-journalisme-de-donnees-ou-comment-faire-parler-les-chiffres
[1] https://gijn.org/2019/10/17/gijns-data-journalism-top-10-fall-foliage-housing-data-knife-crimes-charts-vs-text/
[1] https://ici.radio-canada.ca/info/2019/elections-federales/vote-chances-electeur-boussole-influence-choix-parti/
[1] http://addons.mozilla.org/fr/firefox/add
[1] http://chrome.google.com/webstore/detai

Top URLs in Tweet in G9:
[1] https://www.icij.org/blog/2019/07/top-tips-and-tricks-for-going-global-with-foi/
[1] https://gijc2019.org/tipsheets/
[1] https://datashare.icij.org/?utm_content=buffer36696&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/blog/2019/02/datashare-help-test-and-improve-our-latest-journalism-tool/?utm_content=buffer95eca&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[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 G10:
[2] https://twitter.com/FvCastell/status/1184454262744670209
[1] https://twitter.com/eikonomics_eiki/status/1183673956492087296
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[50] thefunctionalart.com
[40] verigazeteciligi.com
[37] twitter.com
[18] datajournalism.com
[18] gijn.org
[15] wyborcza.pl
[13] aljazeera.com
[13] idatassist.com
[12] occrp.org
[12] mailchi.mp

Top Domains in Tweet in G1:
[49] thefunctionalart.com
[13] twitter.com
[12] idatassist.com
[6] eagereyes.org
[2] eventbrite.com
[1] dropbox.com
[1] indiebound.org
[1] barnesandnoble.com
[1] amazon.com
[1] urban.org

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

Top Domains in Tweet in G3:
[40] verigazeteciligi.com
[15] datajournalism.com
[12] occrp.org
[12] mailchi.mp
[9] dataviztoday.com
[3] twitter.com
[3] datastori.es
[3] org.tr
[2] gov.tr
[2] datashades.info

Top Domains in Tweet in G4:
[1] jot-con.de
[1] tagesspiegel.de

Top Domains in Tweet in G5:
[3] datajournalism.com
[2] google.com
[1] org.uk
[1] thefunctionalart.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:
[3] ina.fr
[1] gijn.org
[1] radio-canada.ca
[1] mozilla.org
[1] google.com

Top Domains in Tweet in G9:
[5] icij.org
[1] gijc2019.org

Top Domains in Tweet in G10:
[3] twitter.com
[1] regexr.com
[1] github.io
[1] stackoverflow.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[337] ddj
[170] dataviz
[57] vg
[51] infographics
[26] verigörselleştirme
[22] opendata
[20] verigazeteciliği
[19] howchartslie
[19] iot
[19] datajournalism



Top Hashtags in Tweet in G1:
[51] dataviz
[42] ddj
[36] infographics
[19] howchartslie
[3] datavis
[3] infographic
[2] sexovirtual
[2] datos
[1] datajournalism
[1] datavisualization

Top Hashtags in Tweet in G2:
[36] ddj
[3] rawgraphs
[3] софт
[3] визуализации
[2] gijc19
[2] daesh
[2] isis
[2] journalism
[2] opendata
[1] transparency

Top Hashtags in Tweet in G3:
[100] ddj
[74] dataviz
[57] vg
[26] verigörselleştirme
[20] verigazeteciliği
[11] infographics
[10] python
[9] açıkveri
[9] opendata
[7] pythonddj

Top Hashtags in Tweet in G4:
[17] iot
[3] ddj
[1] jot
[1] infosec
[1] datenspiegel
[1] dataviz
[1] whynot

Top Hashtags in Tweet in G5:
[7] ai
[6] ddj
[5] datajournalism
[1] icijdatashare
[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:
[6] ddj
[3] newsgame
[1] data

Top Hashtags in Tweet in G9:
[16] solitaryconfinement
[4] ddj
[4] icijdatashare
[2] investigativejournalism
[1] foi
[1] gijc19
[1] journalism
[1] datashare
[1] solitaryvoices
[1] immigration

Top Hashtags in Tweet in G10:
[9] ddj
[5] r
[3] scrapen
[2] datenliebe
[1] iot
[1] servicetweet
[1] happyscraping

Top Words
Top Words in Tweet in Entire Graph:
[295] Words in Sentiment List#1: Positive
[236] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[12311] Non-categorized Words
[12842] Total Words
[337] #ddj
[170] #dataviz
[135] data
[104] albertocairo
[67] charts

Top Words in Tweet in G1:
[88] albertocairo
[61] charts
[55] lie'
[53] 'how
[51] #dataviz
[42] #ddj
[37] 20
[36] first
[36] free
[36] #infographics

Top Words in Tweet in G2:
[36] #ddj
[28] gijn
[25] 10
[19] data
[19] top
[11] данных
[11] want
[10] в
[10] analysis
[10] using

Top Words in Tweet in G3:
[100] #ddj
[74] #dataviz
[61] veri
[57] #vg
[33] pinardag
[31] voydorg
[31] açık
[28] görselleştirme
[28] dagmedyaveri
[26] #verigörselleştirme

Top Words in Tweet in G4:
[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 G5:
[24] searching
[23] datajournalism
[19] data
[15] journalists
[14] new
[13] read
[13] stories
[12] long
[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:
[12] gijnfr
[12] vous
[12] ce
[12] qui
[11] les
[11] d
[9] journalisme
[9] données
[9] des
[8] ina_revuemedias

Top Words in Tweet in G9:
[19] icijorg
[17] use
[16] internal
[16] memo
[16] revealed
[16] icegov
[16] detention
[16] center
[16] warned
[16] #solitaryconfinement

Top Words in Tweet in G10:
[17] data
[9] #ddj
[8] happens
[8] publish
[8] journalistic
[8] story
[8] along
[8] raw
[8] programming
[8] code

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] charts,lie'
[56] 'how,charts
[50] #ddj,#vg
[48] #dataviz,#infographics
[47] #infographics,#ddj
[42] #dataviz,#ddj
[36] read,first
[36] first,20
[36] 20,pages
[35] u,s

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

Top Word Pairs in Tweet in G2:
[21] 10,#ddj
[19] top,10
[8] #ddj,week
[7] want,know
[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:
[50] #ddj,#vg
[23] #vg,#dataviz
[22] #dataviz,#ddj
[18] görselleştirme,aracı
[17] #ddj,#dataviz
[16] açık,kaynak
[16] kaynak,görselleştirme
[13] voyd'un,haberde
[13] haberde,#verigörselleştirme
[13] #verigörselleştirme,serisi

Top Word Pairs in Tweet in G4:
[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 G5:
[16] searching,searching
[14] data,journalists
[12] new,long
[12] long,read
[12] read,identification
[12] identification,data
[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:
[7] data,journalisme
[6] vous,n'avez
[6] n'avez,toujours
[6] toujours,pas
[6] pas,compris
[6] compris,ce
[6] ce,qu'est
[6] qu'est,data
[6] journalisme,vous
[6] vous,pouvez

Top Word Pairs in Tweet in G9:
[16] internal,memo
[16] memo,revealed
[16] revealed,icegov
[16] icegov,detention
[16] detention,center
[16] center,warned
[16] warned,use
[16] use,#solitaryconfinement
[16] #solitaryconfinement,2018
[15] icijorg,internal

Top Word Pairs in Tweet in G10:
[8] happens,publish
[8] publish,data
[8] data,journalistic
[8] journalistic,story
[8] story,along
[8] along,raw
[8] raw,data
[8] data,programming
[8] programming,code
[8] code,readers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@pinardag
@gijn
@voydorg
@dagmedyaveri
@datajournalism
@aghniaadzkia
@helenawittlich
@icijorg
@plateauton

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

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

Top Mentioned in G3:
@pinardag
@voydorg
@dagmedyaveri
@semakahriman
@albertocairo
@occrp
@dataviztoday
@sahnpnr
@datavizsociety
@gijn

Top Mentioned in G4:
@helenawittlich
@plateauton
@jotcon19
@tagesspiegel

Top Mentioned in G5:
@datajournalism
@vojtechsedlak
@paulbradshaw
@gijn
@icijorg
@paldhous
@journoresources
@albertocairo

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

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

Top Mentioned in G8:
@gijnfr
@ina_revuemedias
@letemps_data
@we_do_data
@data_gueule
@gregoirenormand
@davduf
@naelshiab
@radiocanadainfo

Top Mentioned in G9:
@icijorg
@icegov
@gijn
@karriekehoe

Top Mentioned in G10:
@patrickstotz
@ifpmuenchen
@daten_drang
@journocode
@deutschewelle
@fvcastell
@openrefine
@annabehrend
@eikonomics_eiki
@plateauton

Top Tweeters
Top Tweeters in Entire Graph:
@andreasandy3131
@beritagarid
@calcaware
@w_nicht
@socolimeshot
@bbcnews
@nytimes
@s_ersea_shipsco
@crisacmol
@washingtonpost

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

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

Top Tweeters in G3:
@vedatsamur
@justbementalist
@sufleninvasisi
@pinardag
@occrp
@mervesentoregil
@arastiriyorum
@ildenn
@aptalist_
@lamartinezsv

Top Tweeters in G4:
@andreasandy3131
@w_nicht
@tagesspiegel
@growlycub
@hesselmann
@wynandbooysen
@piratenbaer
@joccck
@thougthsasmbly
@silkeplagge

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:
@radiocanadainfo
@emmanuelbethoux
@zoobleu
@davduf
@precisement
@enostcha
@flateam
@ina_revuemedias
@secou
@gregoirenormand

Top Tweeters in G9:
@socolimeshot
@chpsre
@deeenst
@adaviswilliams
@bl8ant
@jadelia
@bigx1
@jenhansen31
@beachwoodreport
@kpalmer433

Top Tweeters in G10:
@deutschewelle
@mikerspencer
@philninh
@hlynur
@fvcastell
@stekhn
@patrickstotz
@ifpmuenchen
@munichrocker
@annabehrend


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