#ddj, Twitter, 10/14/2019 12:33:38 PM, 212930


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#ddj_2019-10-14_05-26-25.xlsx
#ddj_2019-10-14_05-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2IPyF0V
@gijn
@albertocairo
@gijnru
@datacunha
@icijorg
@paulbradshaw
@datajournalism
@pinardag
@nataliamazotte
@idj_network

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

Description:
Description
The graph represents a network of 619 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 12:26 UTC.

The requested start date was Monday, 14 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 5-day, 14-hour, 16-minute period from Tuesday, 08 October 2019 at 00:19 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/
[18] https://medium.com/@michael.friendly/visual-thinking-graphic-discoveries-128468677592
[17] http://www.thefunctionalart.com/2019/10/decisions-in-visualization-should-be.html
[9] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[8] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[5] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html
[4] https://larevuedesmedias.ina.fr/le-journalisme-de-donnees-ou-comment-faire-parler-les-chiffres
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212507
[4] http://ow.ly/TOs930ofgyL

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/
[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/tgs-akademi-yeni-medya-atolyelerinde-proje-uretimli-veri-gazeteciligi-egitimi/
[2] https://github.com/datadesk/ripa-analysis
[2] https://link.medium.com/GecAQoFOB0
[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://dataharvest.us20.list-manage.com/subscribe?u=6545fca0a5fdc40b9bf6a1ec6&id=f490f5d044
[2] https://opennews.org/what/community/datareview/
[2] http://www.storytellingwithdata.com/blog/2019/10/1/swdchallenge-improve-this-table
[2] https://datajournalism.com/read/longreads/designing-data-visualisations-with-empathy

Top URLs in Tweet in G2:
[42] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[18] https://medium.com/@michael.friendly/visual-thinking-graphic-discoveries-128468677592
[16] http://www.thefunctionalart.com/2019/10/decisions-in-visualization-should-be.html
[5] 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/centroknightut/status/1175161144878817285
[1] https://twitter.com/propublica/status/1183165454703124483
[1] https://twitter.com/Jleerankin/status/1181624902153113601

Top URLs in Tweet in G3:
[8] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[1] https://gijc2019.org/tipsheets/
[1] https://www.icij.org/blog/2019/07/top-tips-and-tricks-for-going-global-with-foi/
[1] https://datashare.icij.org/
[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

Top URLs in Tweet in G4:
[3] https://opportunities.codeforafrica.org/2019/10/11/project-manager-cape-town-south-africa/
[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/
[1] https://source.opennews.org/articles/things-you-made-oct-11-19/
[1] https://source.opennews.org/articles/data-jupyter-notebook-journalists-st-louis/

Top URLs in Tweet in G5:
[1] https://github.com/turicas/braindump/blob/loading/mooc-ddj.md
[1] https://coda.escoladedados.org/
[1] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html

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

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

Top URLs in Tweet in G9:
[1] https://www.thebureauinvestigates.com/projects/the-housing-crisis/open-resources
[1] https://twitter.com/Megan_Lucero/status/1180050096098074624?s=20

Top URLs in Tweet in G10:
[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
[2] https://www.voxeurop.eu/de/2019/china-die-eu-5123857
[1] https://www.voxeurop.eu/de/2019/wohnungskosten-europa-5123851
[1] https://mietenwatch.de/
[1] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[1] https://sites.thestar.com.my/budget2020/
[1] https://twitter.com/akhooli/status/1180534801293565952
[1] https://twitter.com/dan_clark5/status/1182311240334479361
[1] https://www.instagram.com/p/B3dbweOnTOc/?igshid=wyw4048l30i2
[1] https://www.instagram.com/p/B3cThxpnmFM/?igshid=1ncaxmc5v2k2

Top Domains
Top Domains in Tweet in Entire Graph:
[68] thefunctionalart.com
[50] gijn.org
[26] twitter.com
[24] medium.com
[23] verigazeteciligi.com
[9] aljazeera.com
[6] datajournalism.com
[5] opennews.org
[5] codeforafrica.org
[5] ow.ly

Top Domains in Tweet in G1:
[34] gijn.org
[23] verigazeteciligi.com
[9] twitter.com
[6] datajournalism.com
[5] medium.com
[3] sciencemediahub.eu
[2] github.com
[2] wordpress.com
[2] list-manage.com
[2] opennews.org

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

Top Domains in Tweet in G3:
[8] gijn.org
[4] icij.org
[1] gijc2019.org

Top Domains in Tweet in G4:
[5] codeforafrica.org
[2] opennews.org

Top Domains in Tweet in G5:
[1] github.com
[1] escoladedados.org
[1] thefunctionalart.com

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

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

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

Top Domains in Tweet in G9:
[1] thebureauinvestigates.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] voxeurop.eu
[3] twitter.com
[3] ebay.com
[3] instagram.com
[1] mietenwatch.de
[1] gijn.org
[1] com.my

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[295] ddj
[133] dataviz
[43] howchartslie
[37] techforgood
[29] investigativejournalism
[27] opendata
[26] datajournalism
[26] vg
[21] gijc19
[21] jobalert



Top Hashtags in Tweet in G1:
[121] ddj
[36] dataviz
[26] vg
[19] verigörselleştirme
[16] verigazeteciliği
[14] datajournalism
[13] veribülteni
[12] opendata
[12] açıkveri
[10] data

Top Hashtags in Tweet in G2:
[58] dataviz
[42] howchartslie
[21] ddj
[8] infographics
[2] datajournalism
[2] e2d3
[2] excel
[2] d3js
[2] github
[2] data

Top Hashtags in Tweet in G3:
[24] investigativejournalism
[9] gijc19
[7] corruption
[6] ddj
[5] journalism
[4] icijdatashare
[3] datajournalism
[1] datashare
[1] stuffjournalistslike

Top Hashtags in Tweet in G4:
[37] techforgood
[21] jobalert
[7] ddj
[5] investigativejournalism
[5] opendata
[4] drone
[4] sensor
[1] drones4good
[1] sensors

Top Hashtags in Tweet in G5:
[7] ddj
[6] codabr
[1] opendata
[1] sql
[1] datascience
[1] howchartslie
[1] dataviz

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

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

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:
[1] lockedout
[1] opendata
[1] opensource
[1] ddj

Top Hashtags in Tweet in G10:
[17] ddj
[4] pioneer
[3] edjnet
[3] ddj200
[2] china
[2] dataviz
[2] dj
[2] barber
[2] ruivo
[1] wohnung

Top Words
Top Words in Tweet in Entire Graph:
[325] Words in Sentiment List#1: Positive
[166] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13683] Non-categorized Words
[14174] Total Words
[295] #ddj
[164] data
[133] #dataviz
[100] albertocairo
[93] free

Top Words in Tweet in G1:
[121] #ddj
[90] data
[69] veri
[57] gijn
[53] 10
[43] top
[36] #dataviz
[36] datajournalism
[30] bir
[26] #vg

Top Words in Tweet in G2:
[93] albertocairo
[63] free
[58] #dataviz
[42] read
[42] first
[42] 20
[42] pages
[42] 'how
[42] charts
[42] lie'

Top Words in Tweet in G3:
[49] icijorg
[30] sources
[25] gijn
[24] #investigativejournalism
[24] helps
[23] want
[23] know
[23] tipsheets
[23] presentations
[23] last

Top Words in Tweet in G4:
[40] code4africa
[37] want
[37] #techforgood
[37] africa
[37] team
[35] tactical
[35] comms
[30] set
[30] up
[30] helps

Top Words in Tweet in G5:
[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 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:
[14] #ddj
[8] out
[7] data
[7] web
[7] scraping
[7] training
[6] heard
[6] workbenchdata
[6] sure
[6] course

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:
[2] odihq
[2] datastoriesuk
[2] dcms
[2] la_gaia
[2] datagovuk
[2] ukdataservice
[2] datamillnorth
[2] ons
[2] commonslibrary
[2] goodthingsfdn

Top Words in Tweet in G10:
[17] #ddj
[6] 200
[4] dj
[4] #pioneer
[3] europa
[3] #edjnet
[3] pioneer
[3] ddj
[3] ddj200
[3] portable

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[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
[43] now,free

Top Word Pairs in Tweet in G1:
[44] 10,#ddj
[41] top,10
[19] #ddj,#vg
[18] veri,görselleştirme
[17] gijn's,top
[17] #ddj,sept
[17] sept,30
[17] 30,oct
[17] oct,6
[17] 6,2019

Top Word Pairs in Tweet in G2:
[42] read,first
[42] first,20
[42] 20,pages
[42] pages,'how
[42] 'how,charts
[42] charts,lie'
[42] lie',now
[42] now,free
[42] free,#howchartslie
[42] #howchartslie,#dataviz

Top Word Pairs in Tweet in G3:
[23] want,know
[23] know,#investigativejournalism
[23] #investigativejournalism,gijn
[23] gijn,tipsheets
[23] tipsheets,presentations
[23] presentations,sources
[23] sources,last
[22] icijorg,want
[22] last,mon
[12] datashare,available

Top Word Pairs in Tweet in G4:
[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 G5:
[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 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:
[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 Word Pairs in Tweet in G10:
[4] #pioneer,#ddj
[3] #edjnet,#ddj
[3] pioneer,ddj
[3] ddj,200
[3] 200,ddj200
[3] ddj200,portable
[3] portable,smartphone
[3] smartphone,tablet
[3] tablet,pc
[3] pc,mac

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

Top Mentioned in G1:
@gijn
@datajournalism
@voydorg
@pinardag
@dagmedyaveri
@elconfidencial
@zofiathewitch
@rawgraphs
@albertocairo
@winnydejong

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

Top Mentioned in G3:
@icijorg
@gijn
@megclement
@m
@karriekehoe

Top Mentioned in G4:
@code4africa
@justinarenstein
@source
@chrisroper

Top Mentioned in G5:
@nataliamazotte
@utcentroknight
@escoladedados
@belisards
@turicas
@rodr
@pilhofer
@rodrigomenegat
@albertocairo

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

Top Mentioned in G7:
@workbenchdata
@cijournalism
@alexhomer
@clairejwilde
@aimeestanton4
@paulbradshaw
@gijn
@jpimedialtd
@petesherlock79
@m_r_barra

Top Mentioned in G8:
@berkeleyearth
@cyberwest
@cguibourg
@cityjournalism
@adders
@cheesemanab
@interhacktives
@jonhew
@sarahmarshall
@danict89

Top Mentioned in G9:
@datastoriesuk
@dcms
@la_gaia
@datagovuk
@ukdataservice
@datamillnorth
@ons
@commonslibrary
@goodthingsfdn
@megan_lucero

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

Top Tweeters in G1:
@business
@radiosvoboda
@bbcnews
@nytimes
@elconfidencial
@tagesspiegel
@sunsentinel
@karlaschnik
@rstatstweet
@bbbcccnnn

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

Top Tweeters in G3:
@kokusizu2
@srauer20
@faisalapti
@kimpy123
@mariuskarma
@of_the_people7
@brooklynmarie
@2ndleprechaun
@esmcintyre
@patrickdurusau

Top Tweeters in G4:
@dmedialab
@mougendi
@emekaokoye
@_misplacedhuman
@just_midzi
@wamathai
@sir_deeda
@mheidtman
@narcissusmz
@chrisroper

Top Tweeters in G5:
@karolabq
@brullf
@mellynareis
@datacunha
@igorwiese
@utcentroknight
@goescarlos
@bigus_digus
@narleyresende
@pilhofer

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
@jpimedialtd

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

Top Tweeters in G9:
@dcms
@ons
@odihq
@la_gaia
@ukdataservice
@goodthingsfdn
@commonslibrary
@bureau
@megan_lucero
@datamillnorth

Top Tweeters in G10:
@countup
@wturtera
@razak_ahmad
@oohrip
@digidickinson
@nootpu_heokpu
@voxeuropde
@xuufca
@peatxe
@samjoiner


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