#ddj, Twitter, 10/21/2019 4:08:24 PM, 213704


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#ddj_2019-10-21_08-58-34.xlsx
#ddj_2019-10-21_08-58-34.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 21, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2MxiHuw
@gijn
@albertocairo
@datajournalism
@yearrypanji
@icijorg
@gijnru
@pinardag
@warninggraphicc
@aghniaadzkia
@bbbcccnnn

Top hashtags:
#ddj
#dataviz
#infographics
#vg
#verigörselleştirme
#datajournalism
#opendata
#howchartslie

Description:
Description
The graph represents a network of 690 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 15:59 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 6-day, 21-hour, 50-minute period from Monday, 14 October 2019 at 01:41 UTC to Sunday, 20 October 2019 at 23:32 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:
[42] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[35] https://gijn.org/2019/10/17/gijns-data-journalism-top-10-fall-foliage-housing-data-knife-crimes-charts-vs-text/
[18] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[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://dataviztoday.com/
[7] https://datajournalism.com/

Top URLs in Tweet in G1:
[41] 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://www.amazon.com/How-Charts-Lie-Getting-Information-dp-B07YSX8NJ6/dp/B07YSX8NJ6/ref=mt_audio_download?_encoding=UTF8&me=&qid=
[6] https://eagereyes.org/blog/2019/paper-evidence-for-area-as-the-primary-visual-cue-in-pie-charts
[6] https://github.com/datadesk/ripa-analysis
[3] https://twitter.com/MattCData/status/1184463963871797250
[3] https://twitter.com/infowetrust/status/1184155103902588928
[3] http://www.thefunctionalart.com/2019/10/politico-visualizes-dis-united-states.html
[2] https://twitter.com/junkcharts/status/1184443492073799680

Top URLs in Tweet in G2:
[33] 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/
[6] https://datajournalism.com/
[5] http://www.verigazeteciligi.com/dataviztoday-elestirel-veri-gorsellestirme-podcasti/
[4] https://mailchi.mp/f2244c1d602f/veri-bulteni-52?e=7709b9b1b9
[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/

Top URLs in Tweet in G4:
[1] https://datajournalism.com/read/newsletters/data-scraping-for-stories
[1] https://medium.com/we-are-the-european-journalism-centre/five-lessons-on-the-most-pressing-challenges-for-newsroom-leaders-593eaf1d596a
[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://datajournalism.com/
[1] https://www.behance.net/gallery/22230729/Crime-in-Northern-Italy-Visual-Exploration
[1] https://cloud.google.com/vision/
[1] https://twitter.com/willdahlgreen/status/1184753163917807616

Top URLs in Tweet in G5:
[1] https://jot-con.de
[1] https://digitalpresent.tagesspiegel.de/die-groessten-umweltverschmutzer-der-welt

Top URLs in Tweet in G6:
[2] https://warninggraphiccontent.tumblr.com/post/188424107916/18-october-2019
[1] https://pudding.cool/2019/10/pubs/
[1] https://pudding.cool/2018/08/pockets/

Top URLs in Tweet in G7:
[2] https://datashare.icij.org/?utm_content=buffer36696&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[2] 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/
[1] https://www.icij.org/blog/2019/07/top-tips-and-tricks-for-going-global-with-foi/
[1] https://gijc2019.org/tipsheets/

Top URLs in Tweet in G8:
[1] https://www.meetup.com/Journocoders-in-Indonesia/events/265706625/?rv=ea1_v2&_xtd=gatlbWFpbF9jbGlja9oAJGU3MWY5YjY2LWFjZWUtNDZjNC05MzViLWQ2YzkyYTgwMjQ0ZA

Top URLs in Tweet in G9:
[3] https://larevuedesmedias.ina.fr/le-journalisme-de-donnees-ou-comment-faire-parler-les-chiffres
[2] https://gijn.org/2019/10/17/gijns-data-journalism-top-10-fall-foliage-housing-data-knife-crimes-charts-vs-text/
[2] 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
[1] https://gijn.org/2019/05/28/how-they-did-it-exposing-police-violence-against-the-yellow-vests/

Top URLs in Tweet in G10:
[18] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html

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

Top Domains in Tweet in G1:
[56] thefunctionalart.com
[18] twitter.com
[12] idatassist.com
[7] amazon.com
[6] eagereyes.org
[6] github.com
[2] eventbrite.com
[2] medium.com
[1] dropbox.com
[1] indiebound.org

Top Domains in Tweet in G2:
[36] 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
[17] mailchi.mp
[16] datajournalism.com
[12] occrp.org
[9] dataviztoday.com
[3] twitter.com
[3] datastori.es
[3] org.tr
[2] gov.tr
[2] datashades.info

Top Domains in Tweet in G4:
[3] datajournalism.com
[2] google.com
[1] medium.com
[1] org.uk
[1] thefunctionalart.com
[1] behance.net
[1] twitter.com

Top Domains in Tweet in G5:
[1] jot-con.de
[1] tagesspiegel.de

Top Domains in Tweet in G6:
[2] pudding.cool
[2] tumblr.com

Top Domains in Tweet in G7:
[7] icij.org
[1] gijc2019.org

Top Domains in Tweet in G8:
[1] meetup.com

Top Domains in Tweet in G9:
[3] ina.fr
[3] gijn.org
[2] radio-canada.ca
[1] mozilla.org
[1] google.com

Top Domains in Tweet in G10:
[18] aljazeera.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[413] ddj
[201] dataviz
[68] infographics
[57] vg
[27] verigörselleştirme
[27] datajournalism
[26] opendata
[25] howchartslie
[21] verigazeteciliği
[19] iot



Top Hashtags in Tweet in G1:
[63] dataviz
[60] ddj
[44] infographics
[25] howchartslie
[6] rstats
[6] python
[3] datavis
[3] infographic
[2] datajournalism
[2] sexovirtual

Top Hashtags in Tweet in G2:
[58] ddj
[4] визуализации
[4] gijc19
[3] rawgraphs
[3] софт
[2] cv
[2] daesh
[2] isis
[2] journalism
[2] opendata

Top Hashtags in Tweet in G3:
[101] ddj
[75] dataviz
[57] vg
[27] verigörselleştirme
[21] verigazeteciliği
[11] infographics
[10] python
[10] açıkveri
[10] opendata
[7] pythonddj

Top Hashtags in Tweet in G4:
[9] ddj
[7] ai
[6] datajournalism
[5] tbt
[2] dataviz
[1] icijdatashare
[1] scraping
[1] followthemoney
[1] dataprivacy
[1] datavisualization

Top Hashtags in Tweet in G5:
[17] iot
[3] ddj
[1] jot
[1] infosec
[1] datenspiegel
[1] dataviz
[1] whynot

Top Hashtags in Tweet in G6:
[12] ddj
[11] dataviz
[8] opendata
[5] datajournalism
[4] digitalgov
[4] ai
[4] brexit
[1] ithaspockets
[1] pocketparity
[1] tbt

Top Hashtags in Tweet in G7:
[16] solitaryconfinement
[6] icijdatashare
[5] ddj
[4] foi
[2] investigativejournalism
[2] datashare
[1] solitaryvoices
[1] immigration
[1] gijc19
[1] journalism

Top Hashtags in Tweet in G8:
[3] ddj
[3] ddjindonesia
[1] ddjworkshop

Top Hashtags in Tweet in G9:
[9] ddj
[4] newsgame
[1] data

Top Hashtags in Tweet in G10:
[18] dataviz
[18] ddj
[1] un
[1] world
[1] globalization
[1] history
[1] future
[1] unga

Top Words
Top Words in Tweet in Entire Graph:
[400] Words in Sentiment List#1: Positive
[285] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[15422] Non-categorized Words
[16107] Total Words
[413] #ddj
[201] #dataviz
[161] data
[127] albertocairo
[86] charts

Top Words in Tweet in G1:
[108] albertocairo
[77] charts
[71] lie'
[69] 'how
[63] #dataviz
[60] #ddj
[44] #infographics
[43] 20
[42] first
[42] free

Top Words in Tweet in G2:
[58] #ddj
[45] 10
[43] gijn
[33] top
[27] data
[23] в
[17] conference
[16] данных
[14] র
[12] топ

Top Words in Tweet in G3:
[101] #ddj
[75] #dataviz
[65] veri
[57] #vg
[35] voydorg
[33] pinardag
[31] açık
[28] görselleştirme
[28] dagmedyaveri
[27] #verigörselleştirme

Top Words in Tweet in G4:
[28] datajournalism
[27] searching
[23] data
[17] journalists
[16] new
[15] read
[15] stories
[14] long
[14] identification
[14] learn

Top Words in Tweet in G5:
[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 G6:
[12] #ddj
[11] #dataviz
[8] week's
[8] #opendata
[8] links
[6] ftdata
[6] warninggraphicc
[5] #datajournalism
[4] etc
[4] include

Top Words in Tweet in G7:
[23] icijorg
[20] use
[16] internal
[16] memo
[16] revealed
[16] icegov
[16] detention
[16] center
[16] warned
[16] #solitaryconfinement

Top Words in Tweet in G8:
[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 G9:
[14] qui
[12] les
[12] gijnfr
[12] vous
[12] ce
[11] des
[11] d
[10] journalisme
[9] #ddj
[9] données

Top Words in Tweet in G10:
[18] country
[18] voted
[18] #dataviz
[18] #ddj
[18] ajlabs
[18] ajenglish
[2] amazing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] charts,lie'
[73] 'how,charts
[55] #dataviz,#infographics
[54] #infographics,#ddj
[50] #ddj,#vg
[49] #dataviz,#ddj
[43] first,20
[43] 20,pages
[42] read,first
[41] u,s

Top Word Pairs in Tweet in G1:
[71] charts,lie'
[69] 'how,charts
[44] #dataviz,#infographics
[43] #infographics,#ddj
[41] read,first
[41] first,20
[41] 20,pages
[37] lie',already
[37] already,available
[37] available,u

Top Word Pairs in Tweet in G2:
[36] 10,#ddj
[33] top,10
[12] в,топ
[12] топ,10
[11] #ddj,gijn
[11] https,t
[11] t,co
[10] data,journalism
[10] eng,https
[9] 10,журналистики

Top Word Pairs in Tweet in G3:
[50] #ddj,#vg
[23] #vg,#dataviz
[22] #dataviz,#ddj
[18] görselleştirme,aracı
[18] #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:
[18] searching,searching
[16] data,journalists
[14] new,long
[14] long,read
[14] read,identification
[14] identification,data
[14] journalists,learn
[14] learn,5
[14] 5,techniques
[14] techniques,vojtechsedlak

Top Word Pairs in Tweet in G5:
[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 G6:
[10] #ddj,#dataviz
[8] week's,#ddj
[8] #dataviz,#opendata
[4] #opendata,etc
[4] etc,links
[4] links,include
[4] include,instituteforgov
[4] instituteforgov,ftdata
[4] ftdata,guardianvisuals
[4] guardianvisuals,fullfact

Top Word Pairs in Tweet in G7:
[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 G8:
[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 G9:
[8] data,journalisme
[8] qui,tu
[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

Top Word Pairs in Tweet in G10:
[18] country,voted
[18] #dataviz,#ddj
[18] #ddj,ajlabs
[17] ajlabs,ajenglish
[16] voted,#dataviz

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

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

Top Mentioned in G2:
@gijn
@nicholasstrayer
@tbij
@bbcnews
@vanderbiltu
@nytimes
@source
@datavisfriendly
@nytclimate
@washingtonpost

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

Top Mentioned in G4:
@datajournalism
@vojtechsedlak
@paulbradshaw
@gijn
@fedfragapane
@tranosaurus
@albertocairo
@icijorg
@paldhous
@journoresources

Top Mentioned in G5:
@helenawittlich
@plateauton
@jotcon19
@tagesspiegel

Top Mentioned in G6:
@ftdata
@warninggraphicc
@instituteforgov
@guardianvisuals
@fullfact
@puddingviz
@attilabatorfy
@bbgvisualdata
@commonslibrary

Top Mentioned in G7:
@icijorg
@icegov
@karriekehoe
@gijn

Top Mentioned in G8:
@aghniaadzkia
@garnesian
@journocoders_id
@tummythumb
@datajournalism
@beritagarid

Top Mentioned in G9:
@gijnfr
@ina_revuemedias
@letemps_data
@davduf
@we_do_data
@data_gueule
@naelshiab
@radiocanadainfo
@gregoirenormand

Top Mentioned in G10:
@ajlabs
@ajenglish
@elkady_hamed
@haddadme

Top Tweeters
Top Tweeters in Entire Graph:
@startupsbot
@andreasandy3131
@beritagarid
@globeandmail
@calcaware
@w_nicht
@socolimeshot
@bbcnews
@nytimes
@s_ersea_shipsco

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
@carolekingnyc
@2ndleprechaun
@soniachopra28

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

Top Tweeters in G4:
@thomasforth
@info_aus
@bbbcccnnn
@margymaclibrary
@rowlandm
@bact
@paulbradshaw
@twallack
@prosumidorsoc
@richmhuff

Top Tweeters in G5:
@andreasandy3131
@w_nicht
@tagesspiegel
@growlycub
@hesselmann
@wynandbooysen
@piratenbaer
@joccck
@thougthsasmbly
@silkeplagge

Top Tweeters in G6:
@calcaware
@zdnet
@bdstanley
@puntofisso
@miskaknapek
@instituteforgov
@attilabatorfy
@ons
@cswnews
@fullfact

Top Tweeters in G7:
@socolimeshot
@airlift1300
@chpsre
@joncoopertweets
@deeenst
@adaviswilliams
@bl8ant
@jadelia
@alstarkey
@bigx1

Top Tweeters in G8:
@beritagarid
@kedaiboekoe
@fotodeka
@husainiende
@yearrypanji
@geminibadbois
@garnesian
@plumpysugar
@mirza_gralel
@aghniaadzkia

Top Tweeters in G9:
@radiocanadainfo
@emmanuelbethoux
@zoobleu
@davduf
@precisement
@enostcha
@flateam
@ina_revuemedias
@secou
@gregoirenormand

Top Tweeters in G10:
@ajenglish
@blacknewsportal
@edgarizo
@mariamcook_
@estassyns
@smallblueworld
@astrozombies16
@haddadme
@ressackkauaria
@mrwimverbeke


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