#ddj, Twitter, 10/14/2019 9:39:13 AM, 212914


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#ddj_2019-10-14_02-30-49.xlsx
#ddj_2019-10-14_02-30-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 14, 2019
Short Description:
#ddj via NodeXL http://bit.ly/31fFIGe
@gijn
@albertocairo
@gijnru
@ajlabs
@datacunha
@icijorg
@paulbradshaw
@datajournalism
@pinardag
@haddadme

Top hashtags:
#ddj
#dataviz
#howchartslie
#techforgood
#datajournalism
#vg
#opendata
#investigativejournalism
#data
#gijc19

Description:
Description
The graph represents a network of 679 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, 14 October 2019 at 09:31 UTC.

The requested date range was from Monday, 07 October 2019 at 00:00 UTC through Monday, 14 October 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 55-minute period from Monday, 07 October 2019 at 00:40 UTC to Sunday, 13 October 2019 at 14:36 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:
[43] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[38] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[24] https://medium.com/@michael.friendly/visual-thinking-graphic-discoveries-128468677592
[17] http://www.thefunctionalart.com/2019/10/decisions-in-visualization-should-be.html
[12] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[11] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html
[9] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[5] https://datashare.icij.org/
[5] https://Hi-mr-dj.co.uk/decksaver-dj-mixer-case-dsle-pc-ddj400
[4] https://www.icij.org/blog/2019/02/datashare-help-test-and-improve-our-latest-journalism-tool/

Top URLs in Tweet in G1:
[33] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[8] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[5] https://datashare.icij.org/
[4] https://www.icij.org/blog/2019/02/datashare-help-test-and-improve-our-latest-journalism-tool/
[4] http://www.verigazeteciligi.com/grafik-yapma-rehberi-chartmaker-directory/
[3] https://sciencemediahub.eu/2019/10/08/the-use-of-ai-in-data-journalism-what-are-the-ethical-implications/amp/?__twitter_impression=true
[3] http://www.verigazeteciligi.com/r-kullanimi-uygulamalari/
[3] http://www.verigazeteciligi.com/tgs-akademi-yeni-medya-atolyelerinde-proje-uretimli-veri-gazeteciligi-egitimi/
[2] https://yenimedya.wordpress.com/2019/10/07/yeni-medya-calismalari-iv-ulusal-kongre-genel-degerlendirme-ve-sonuc-bildirgesi/amp/?__twitter_impression=true
[2] https://datajournalism.com/read/longreads/designing-data-visualisations-with-empathy

Top URLs in Tweet in G2:
[41] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[24] https://medium.com/@michael.friendly/visual-thinking-graphic-discoveries-128468677592
[16] http://www.thefunctionalart.com/2019/10/decisions-in-visualization-should-be.html
[11] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html
[3] http://www.thefunctionalart.com/2019/10/sometimes-its-simpler-visualizations.html
[2] https://journalismcourses.org/DATA0819.html
[1] https://twitter.com/jburnmurdoch/status/1182365911879245825
[1] https://twitter.com/Jleerankin/status/1181624902153113601
[1] https://twitter.com/centroknightut/status/1175161144878817285
[1] https://twitter.com/propublica/status/1183165454703124483

Top URLs in Tweet in G3:
[12] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[1] https://www.aljazeera.com:443/datajournalism
[1] https://www.aljazeera.com:443/unga
[1] https://www.aljazeera.net/how-has-my-country-voted-at-unga-ar/
[1] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[1] https://twitter.com/akhooli/status/1180534801293565952

Top URLs in Tweet in G4:
[1] https://coda.escoladedados.org/
[1] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[1] https://github.com/turicas/braindump/blob/loading/mooc-ddj.md

Top URLs in Tweet in G5:
[3] https://opportunities.codeforafrica.org/2019/10/11/project-manager-cape-town-south-africa/
[1] https://source.opennews.org/articles/data-jupyter-notebook-journalists-st-louis/
[1] https://source.opennews.org/articles/things-you-made-oct-11-19/
[1] https://opportunities.codeforafrica.org/2019/10/11/social-media-producer-cape-town-south-africa/
[1] https://opportunities.codeforafrica.org/2019/10/11/copywriter-cape-town-south-africa/

Top URLs in Tweet in G6:
[4] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[4] https://larevuedesmedias.ina.fr/le-journalisme-de-donnees-ou-comment-faire-parler-les-chiffres
[2] http://addons.mozilla.org/fr/firefox/add
[2] http://chrome.google.com/webstore/detai
[2] https://gijn.org/2019/10/08/les-meilleurs-outils-pour-collecter-des-donnees-exclusives/

Top URLs in Tweet in G7:
[3] https://twitter.com/bbcnewsgraphics/status/1181124120794320896
[1] https://takeclimateaction.uk/climate-action/methodology-local-authority-data-project
[1] https://twitter.com/friends_earth/status/1179658613041881088
[1] https://www.motherwelltimes.co.uk/read-this/how-local-politicians-and-councils-are-targeting-your-facebook-news-feed/
[1] https://tcij.org/event/web-scraping-for-journalists-4/
[1] https://tcij.org/event/three-day-deep-dive-into-data-journalism/
[1] https://tcij.org/category/tradecraft/courses/

Top URLs in Tweet in G8:
[1] https://twitter.com/NicholasStrayer/status/1181254905018761216
[1] https://www.washingtonpost.com/graphics/2019/national/fall-foliage-atlas/
[1] https://twitter.com/Danict89/lists/new-interhacktives
[1] https://www.bbc.co.uk/careers/work-experience
[1] https://www.bbc.co.uk/news/science-environment-49753680

Top URLs in Tweet in G9:
[5] https://Hi-mr-dj.co.uk/decksaver-dj-mixer-case-dsle-pc-ddj400
[3] https://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338537623&customid=&mpre=https://www.ebay.com/itm/Pioneer-DDJ-200-DDJ200-Portable-Smartphone-Tablet-PC-Mac-DJ-Controller-w-Case/163694495775
[3] https://www.voxeurop.eu/de/2019/wohnungskosten-europa-5123851
[2] https://www.voxeurop.eu/de/2019/china-die-eu-5123857
[1] https://www.instagram.com/p/B3hpBGWiTW7/?igshid=f0kzr20yq64o
[1] https://twitter.com/gijn/status/1182680097846910976
[1] https://twitter.com/dan_clark5/status/1182311240334479361
[1] https://sites.thestar.com.my/budget2020/
[1] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[1] https://mietenwatch.de/

Top URLs in Tweet in G10:
[1] https://www.thebureauinvestigates.com/projects/the-housing-crisis/open-resources
[1] https://twitter.com/Megan_Lucero/status/1180050096098074624?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[74] thefunctionalart.com
[50] gijn.org
[31] twitter.com
[30] medium.com
[29] verigazeteciligi.com
[14] aljazeera.com
[12] icij.org
[9] co.uk
[6] voxeurop.eu
[6] datajournalism.com

Top Domains in Tweet in G1:
[42] gijn.org
[29] verigazeteciligi.com
[12] icij.org
[10] twitter.com
[6] datajournalism.com
[5] medium.com
[3] sciencemediahub.eu
[2] gijc2019.org
[2] wordpress.com
[2] storytellingwithdata.com

Top Domains in Tweet in G2:
[71] thefunctionalart.com
[24] medium.com
[4] twitter.com
[2] journalismcourses.org

Top Domains in Tweet in G3:
[14] aljazeera.com
[1] aljazeera.net
[1] thefunctionalart.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] escoladedados.org
[1] thefunctionalart.com
[1] github.com

Top Domains in Tweet in G5:
[5] codeforafrica.org
[2] opennews.org

Top Domains in Tweet in G6:
[6] gijn.org
[4] ina.fr
[2] mozilla.org
[2] google.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] tcij.org
[1] takeclimateaction.uk
[1] co.uk

Top Domains in Tweet in G8:
[2] twitter.com
[2] co.uk
[1] washingtonpost.com

Top Domains in Tweet in G9:
[6] voxeurop.eu
[5] co.uk
[4] instagram.com
[3] ebay.com
[2] twitter.com
[1] com.my
[1] gijn.org
[1] mietenwatch.de

Top Domains in Tweet in G10:
[1] thebureauinvestigates.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[358] ddj
[161] dataviz
[43] howchartslie
[37] techforgood
[35] datajournalism
[31] vg
[31] opendata
[29] investigativejournalism
[28] data
[22] gijc19



Top Hashtags in Tweet in G1:
[137] ddj
[42] dataviz
[31] vg
[24] investigativejournalism
[22] verigörselleştirme
[21] datajournalism
[20] verigazeteciliği
[16] gijc19
[15] veribülteni
[14] opendata

Top Hashtags in Tweet in G2:
[61] dataviz
[41] howchartslie
[27] ddj
[6] infographics
[1] datajournalism
[1] nowmorethanever
[1] codabr
[1] periodismodatos
[1] mooc
[1] imprescindible

Top Hashtags in Tweet in G3:
[37] ddj
[26] dataviz
[11] e2d3
[11] excel
[11] d3js
[11] github
[11] data
[11] datavizualization
[11] javascript
[11] json

Top Hashtags in Tweet in G4:
[7] ddj
[6] codabr
[1] howchartslie
[1] dataviz
[1] opendata
[1] sql
[1] datascience

Top Hashtags in Tweet in G5:
[37] techforgood
[21] jobalert
[7] ddj
[5] investigativejournalism
[5] opendata
[4] drone
[4] sensor
[1] drones4good
[1] sensors

Top Hashtags in Tweet in G6:
[19] ddj
[8] dataviz
[2] data
[1] gijc19

Top Hashtags in Tweet in G7:
[17] ddj
[3] knifecrime
[2] coleenrooney
[1] datajournalism
[1] cijcourses
[1] cijnewcastle
[1] data
[1] coding

Top Hashtags in Tweet in G8:
[9] ddj
[3] interhacktives
[2] journalism
[2] cityjtips
[1] tv
[1] news
[1] ux
[1] digital
[1] radio
[1] broadcasting

Top Hashtags in Tweet in G9:
[26] ddj
[9] pioneer
[6] edjnet
[5] djmixercasedsle
[5] decksaverdjmixercase
[5] cover
[3] ddj200
[3] wohnung
[3] dj
[2] china

Top Hashtags in Tweet in G10:
[1] lockedout
[1] opendata
[1] opensource
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[375] Words in Sentiment List#1: Positive
[191] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[15494] Non-categorized Words
[16060] Total Words
[358] #ddj
[192] data
[161] #dataviz
[112] albertocairo
[100] free

Top Words in Tweet in G1:
[137] #ddj
[96] data
[82] gijn
[74] veri
[53] icijorg
[53] 10
[43] top
[42] #dataviz
[36] datajournalism
[32] bir

Top Words in Tweet in G2:
[104] albertocairo
[62] free
[61] #dataviz
[41] read
[41] first
[41] 20
[41] pages
[41] 'how
[41] charts
[41] lie'

Top Words in Tweet in G3:
[37] #ddj
[33] ajlabs
[26] #dataviz
[19] re
[19] malaysia
[19] week
[19] talking
[19] role
[19] data
[19] journalism

Top Words in Tweet in G4:
[37] e
[36] nataliamazotte
[31] curso
[31] gratuito
[31] sobre
[31] jornalismo
[31] dados
[31] utcentroknight
[31] escoladedados
[31] dei

Top Words in Tweet in G5:
[40] code4africa
[37] want
[37] team
[37] #techforgood
[37] africa
[35] tactical
[35] comms
[30] set
[30] up
[30] helps

Top Words in Tweet in G6:
[19] #ddj
[16] journalisme
[15] les
[15] des
[14] ina_revuemedias
[13] une
[13] données
[12] data
[10] est
[10] we_do_data

Top Words in Tweet in G7:
[17] #ddj
[8] out
[7] data
[7] web
[7] scraping
[7] training
[6] alexhomer
[6] heard
[6] workbenchdata
[6] sure

Top Words in Tweet in G8:
[9] #ddj
[6] data
[5] cyberwest
[5] 400
[5] time
[5] high
[5] temperatures
[5] set
[5] northern
[5] hemisphere

Top Words in Tweet in G9:
[26] #ddj
[9] #pioneer
[8] pc
[6] 200
[6] europa
[6] #edjnet
[5] #djmixercasedsle
[5] ddj400
[5] #decksaverdjmixercase
[5] #cover

Top Words in Tweet in G10:
[2] odihq
[2] datastoriesuk
[2] dcms
[2] la_gaia
[2] datagovuk
[2] ukdataservice
[2] datamillnorth
[2] ons
[2] commonslibrary
[2] goodthingsfdn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] data,journalism
[47] top,10
[46] 10,#ddj
[43] read,first
[43] first,20
[43] 20,pages
[43] pages,'how
[43] 'how,charts
[43] charts,lie'
[43] lie',now

Top Word Pairs in Tweet in G1:
[44] 10,#ddj
[41] top,10
[23] want,know
[23] know,#investigativejournalism
[23] #investigativejournalism,gijn
[23] gijn,tipsheets
[23] tipsheets,presentations
[23] presentations,sources
[23] sources,last
[22] icijorg,want

Top Word Pairs in Tweet in G2:
[41] read,first
[41] first,20
[41] 20,pages
[41] pages,'how
[41] 'how,charts
[41] charts,lie'
[41] lie',now
[41] now,free
[41] free,#howchartslie
[41] #howchartslie,#dataviz

Top Word Pairs in Tweet in G3:
[19] re,malaysia
[19] malaysia,week
[19] week,talking
[19] talking,role
[19] role,data
[19] data,journalism
[19] journalism,play
[19] play,enhancing
[19] enhancing,digital
[19] digital,media

Top Word Pairs in Tweet in G4:
[31] curso,gratuito
[31] gratuito,sobre
[31] sobre,jornalismo
[31] jornalismo,dados
[31] dados,utcentroknight
[31] utcentroknight,escoladedados
[31] escoladedados,dei
[31] dei,com
[31] com,nataliamazotte
[31] nataliamazotte,belisards

Top Word Pairs in Tweet in G5:
[35] tactical,comms
[35] comms,team
[30] set,up
[30] up,tactical
[30] team,helps
[30] helps,#techforgood
[30] #techforgood,innovators
[30] innovators,africa
[28] want,help
[21] job,alert

Top Word Pairs in Tweet in G6:
[12] data,journalisme
[8] #ddj,#dataviz
[8] #dataviz,médias
[8] médias,réinvention
[8] réinvention,est
[8] est,une
[8] une,série
[8] série,ina_revuemedias
[8] ina_revuemedias,et
[8] et,soann

Top Word Pairs in Tweet in G7:
[6] heard,workbenchdata
[6] workbenchdata,sure
[6] sure,out
[6] out,#ddj
[6] #ddj,web
[6] web,scraping
[6] scraping,training
[6] training,course
[5] late,#ddj
[5] #ddj,heartening

Top Word Pairs in Tweet in G8:
[5] 400,time
[5] time,high
[5] high,temperatures
[5] temperatures,set
[5] set,northern
[5] northern,hemisphere
[5] hemisphere,over
[5] over,summer
[5] summer,berkeleyearth
[5] berkeleyearth,data

Top Word Pairs in Tweet in G9:
[6] #edjnet,#ddj
[5] #djmixercasedsle,pc
[5] pc,ddj400
[5] ddj400,#decksaverdjmixercase
[5] #decksaverdjmixercase,#cover
[5] #cover,#ddj
[5] #ddj,400
[5] 400,#pioneer
[4] #pioneer,#ddj
[3] pioneer,ddj

Top Word Pairs in Tweet in G10:
[2] odihq,datastoriesuk
[2] datastoriesuk,dcms
[2] dcms,la_gaia
[2] la_gaia,datagovuk
[2] datagovuk,ukdataservice
[2] ukdataservice,datamillnorth
[2] datamillnorth,ons
[2] ons,commonslibrary
[2] commonslibrary,goodthingsfdn

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@gijn
@icijorg
@code4africa
@ajlabs
@datajournalism
@nataliamazotte
@utcentroknight
@escoladedados
@belisards

Top Mentioned in G1:
@gijn
@icijorg
@datajournalism
@dagmedyaveri
@voydorg
@pinardag
@zofiathewitch
@elconfidencial
@rawgraphs
@megclement

Top Mentioned in G2:
@albertocairo
@datavisfriendly
@infowetrust
@stuarta
@smfrogers
@mohamad_waked
@mtrpires
@idj_network
@utknightcenter
@twone2

Top Mentioned in G3:
@ajlabs
@ajenglish
@e2d3org
@un
@f_l_o_u_r_i_s_h
@dan_alemu
@ajminstitute
@nfurukawa
@albertocairo

Top Mentioned in G4:
@nataliamazotte
@utcentroknight
@escoladedados
@belisards
@turicas
@rodr
@pilhofer
@albertocairo
@rodrigomenegat

Top Mentioned in G5:
@code4africa
@justinarenstein
@source
@chrisroper

Top Mentioned in G6:
@ina_revuemedias
@we_do_data
@gijnfr
@soann
@letemps_data
@lobbywatch_ch
@data_gueule
@davduf
@gregoirenormand

Top Mentioned in G7:
@alexhomer
@workbenchdata
@cijournalism
@aimeestanton4
@paulbradshaw
@clairejwilde
@petesherlock79
@m_r_barra
@theeileenmurphy
@jgibbins

Top Mentioned in G8:
@berkeleyearth
@cyberwest
@cguibourg
@cityjournalism
@adders
@cheesemanab
@interhacktives
@jonhew
@sarahmarshall
@glynmottershead

Top Mentioned in G10:
@datastoriesuk
@dcms
@la_gaia
@datagovuk
@ukdataservice
@datamillnorth
@ons
@commonslibrary
@goodthingsfdn
@bureaulocal

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@aaroncuddeback
@rapplerdotcom
@kokusizu2
@business
@radiosvoboda
@publico
@bbcnews
@srauer20
@nytimes

Top Tweeters in G1:
@kokusizu2
@business
@radiosvoboda
@bbcnews
@srauer20
@nytimes
@faisalapti
@kimpy123
@elconfidencial
@tagesspiegel

Top Tweeters in G2:
@torontostar
@elmorsa
@indeadline
@albertocairo
@magdaabufadil
@msoares
@abhworthington
@kevin_rudds_cat
@kristinhenry
@julitoalonso

Top Tweeters in G3:
@aaroncuddeback
@ajenglish
@_reactdev
@zameerz_
@markj_ohnson
@montasermarai
@negredo
@gibsondacosta
@zeitschleifen
@zskytwr

Top Tweeters in G4:
@karolabq
@brullf
@mellynareis
@datacunha
@igorwiese
@utcentroknight
@goescarlos
@bigus_digus
@narleyresende
@pilhofer

Top Tweeters in G5:
@dmedialab
@mougendi
@emekaokoye
@_misplacedhuman
@just_midzi
@wamathai
@sir_deeda
@mheidtman
@narcissusmz
@chrisroper

Top Tweeters in G6:
@remiforall
@davduf
@soann
@mediacoherence
@nalium_
@ina_revuemedias
@lujan_acoma
@karenbastienok
@amandinebriand
@frprosper

Top Tweeters in G7:
@paulbradshaw
@jackserle
@journojohnk
@jgibbins
@cijournalism
@alexhomer
@puretimrobinson
@harry_stevens
@teresacjolley
@emmayoule

Top Tweeters in G8:
@joy___r
@adders
@joemfox
@glynmottershead
@sarahmarshall
@danict89
@jonhew
@cheesemanab
@frazaffarano
@cyberwest

Top Tweeters in G9:
@countup
@wturtera
@razak_ahmad
@oohrip
@digidickinson
@nootpu_heokpu
@hi_mr_dj_uk
@marcel_hartmann
@voxeuropde
@voxeuropit

Top Tweeters in G10:
@dcms
@ons
@odihq
@la_gaia
@ukdataservice
@goodthingsfdn
@commonslibrary
@bureau
@megan_lucero
@datamillnorth


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