#ddj, Twitter, 10/17/2019 12:34:24 PM, 213292


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#ddj_2019-10-17_05-26-25.xlsx
#ddj_2019-10-17_05-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 17, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2OUClSP
@gijn
@albertocairo
@gijnru
@datacunha
@icijorg
@sharon000
@paulbradshaw
@datajournalism
@pinardag
@nataliamazotte

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

Description:
Description
The graph represents a network of 657 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 Thursday, 17 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, 23-hour, 14-minute period from Tuesday, 08 October 2019 at 00:19 UTC to Sunday, 13 October 2019 at 23:34 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:
[46] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[39] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[19] https://github.com/datadesk/ripa-analysis
[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://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[9] https://gijn.org/2019/10/07/how-to-dig-into-businesses-that-prop-up-criminal-networks/
[5] https://larevuedesmedias.ina.fr/le-journalisme-de-donnees-ou-comment-faire-parler-les-chiffres
[5] http://www.thefunctionalart.com/2019/10/the-unwelcomed-mapping-ongoing-tragedy.html
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212507

Top URLs in Tweet in G1:
[30] 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/
[1] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[1] https://gijc2019.org/2019/10/05/%D0%B4%D1%83%D1%85-%D1%81%D0%B2%D0%BE%D0%B1%D0%BE%D0%B4%D1%8B-%D0%B8-%D1%81%D0%BE%D1%82%D1%80%D1%83%D0%B4%D0%BD%D0%B8%D1%87%D0%B5%D1%81%D1%82%D0%B2%D0%B0-%D0%B2%D1%81%D0%BF%D0%BE%D0%BC%D0%B8%D0%BD/
[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
[1] https://jot-con.de/

Top URLs in Tweet in G2:
[45] 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:
[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/
[3] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[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
[2] http://www.verigazeteciligi.com/grafik-yapma-rehberi-chartmaker-directory/

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

Top URLs in Tweet in G7:
[19] https://github.com/datadesk/ripa-analysis
[3] https://twitter.com/dleonhardt/status/1181004566088814594
[1] https://twitter.com/latimes/status/1183254287591325696
[1] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/

Top URLs in Tweet in G8:
[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 G9:
[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 G10:
[1] https://twitter.com/utknightcenter/status/1182762047819468802

Top Domains
Top Domains in Tweet in Entire Graph:
[71] thefunctionalart.com
[51] gijn.org
[30] twitter.com
[24] medium.com
[23] verigazeteciligi.com
[20] github.com
[10] aljazeera.com
[6] instagram.com
[6] datajournalism.com
[5] ina.fr

Top Domains in Tweet in G1:
[39] gijn.org
[4] icij.org
[2] gijc2019.org
[1] jot-con.de
[1] indiegogo.com
[1] bloomberg.com
[1] pudding.cool
[1] elconfidencial.com

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

Top Domains in Tweet in G3:
[23] verigazeteciligi.com
[8] twitter.com
[6] datajournalism.com
[5] medium.com
[3] sciencemediahub.eu
[3] mailchi.mp
[3] gijn.org
[2] wordpress.com
[2] list-manage.com
[2] opennews.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
[5] ina.fr
[2] mozilla.org
[2] google.com

Top Domains in Tweet in G7:
[19] github.com
[4] twitter.com
[1] gijn.org

Top Domains in Tweet in G8:
[3] tcij.org
[1] co.uk
[1] takeclimateaction.uk
[1] twitter.com

Top Domains in Tweet in G9:
[2] co.uk
[2] twitter.com
[1] washingtonpost.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[322] ddj
[140] dataviz
[46] howchartslie
[38] techforgood
[29] investigativejournalism
[27] datajournalism
[27] opendata
[26] vg
[23] rstats
[23] python



Top Hashtags in Tweet in G1:
[59] ddj
[24] investigativejournalism
[14] gijc19
[8] data
[8] corruption
[5] journalism
[4] jotcon19
[4] данные
[4] icijdatashare
[3] dataviz

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

Top Hashtags in Tweet in G3:
[70] ddj
[33] dataviz
[26] vg
[19] verigörselleştirme
[16] verigazeteciliği
[14] datajournalism
[13] veribülteni
[12] opendata
[12] açıkveri
[10] veriokuryazarlığı

Top Hashtags in Tweet in G4:
[38] techforgood
[22] 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:
[20] ddj
[8] dataviz
[2] data
[1] gijc19

Top Hashtags in Tweet in G7:
[23] ddj
[19] rstats
[19] python
[3] dataviz

Top Hashtags in Tweet in G8:
[14] ddj
[2] coleenrooney
[1] cijcourses
[1] cijnewcastle
[1] data
[1] coding
[1] datajournalism

Top Hashtags in Tweet in G9:
[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 G10:
[1] ddj
[1] datavisualization

Top Words
Top Words in Tweet in Entire Graph:
[368] Words in Sentiment List#1: Positive
[173] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14478] Non-categorized Words
[15019] Total Words
[322] #ddj
[168] data
[140] #dataviz
[104] free
[103] albertocairo

Top Words in Tweet in G1:
[60] gijn
[59] #ddj
[50] icijorg
[48] 10
[36] top
[30] helps
[30] sources
[28] data
[25] want
[24] #investigativejournalism

Top Words in Tweet in G2:
[96] albertocairo
[68] free
[61] #dataviz
[45] read
[45] first
[45] 20
[45] pages
[45] 'how
[45] charts
[45] lie'

Top Words in Tweet in G3:
[70] #ddj
[70] veri
[67] data
[33] #dataviz
[31] bir
[29] datajournalism
[26] #vg
[24] ve
[23] gijn
[22] görselleştirme

Top Words in Tweet in G4:
[41] code4africa
[38] want
[38] #techforgood
[38] 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:
[20] #ddj
[19] journalisme
[17] ina_revuemedias
[17] des
[16] les
[15] data
[15] données
[14] vous
[14] ce
[14] une

Top Words in Tweet in G7:
[23] #ddj
[21] sharon000
[19] both
[19] #rstats
[19] #python
[19] used
[19] github
[19] repo
[19] important
[19] analysis

Top Words in Tweet in G8:
[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 G9:
[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 G10:
[19] free
[18] sign
[18] up
[18] now
[18] miss
[18] amazing
[18] trilingual
[18] english
[18] portuguese
[18] spanish

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[47] top,10
[46] read,first
[46] first,20
[46] 20,pages
[46] pages,'how
[46] 'how,charts
[46] charts,lie'
[46] lie',now
[46] now,free
[46] free,#howchartslie

Top Word Pairs in Tweet in G1:
[38] 10,#ddj
[35] 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:
[45] read,first
[45] first,20
[45] 20,pages
[45] pages,'how
[45] 'how,charts
[45] charts,lie'
[45] lie',now
[45] now,free
[45] free,#howchartslie
[45] #howchartslie,#dataviz

Top Word Pairs in Tweet in G3:
[19] #ddj,#vg
[18] veri,görselleştirme
[13] #ddj,#dataviz
[11] voyd,röportaj
[11] röportaj,serisi
[11] serisi,hazel
[11] hazel,kavılı
[11] kavılı,zofiathewitch
[11] zofiathewitch,r
[11] r,öğrenmek

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
[29] 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:
[15] 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:
[19] both,#rstats
[19] #rstats,#python
[19] #python,used
[19] used,github
[19] github,repo
[19] repo,important
[19] important,analysis
[19] analysis,#ddj
[18] sharon000,both
[3] striking,#dataviz

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[18] sign,up
[18] up,now
[18] now,miss
[18] miss,amazing
[18] amazing,trilingual
[18] trilingual,english
[18] english,portuguese
[18] portuguese,spanish
[18] spanish,free
[18] free,online

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
@icijorg
@elconfidencial
@rawgraphs
@megclement
@datajournalism
@m
@_davidmeidinger
@pinardag
@un

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

Top Mentioned in G3:
@datajournalism
@gijn
@voydorg
@dagmedyaveri
@pinardag
@zofiathewitch
@winnydejong
@riogringa
@propublica
@albertocairo

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
@gijnfr
@we_do_data
@soann
@letemps_data
@data_gueule
@davduf
@lobbywatch_ch
@gregoirenormand

Top Mentioned in G7:
@sharon000
@gijn

Top Mentioned in G8:
@workbenchdata
@cijournalism
@alexhomer
@clairejwilde
@aimeestanton4
@paulbradshaw
@gijn
@jpimedialtd
@petesherlock79
@m_r_barra

Top Mentioned in G9:
@berkeleyearth
@cyberwest
@cguibourg
@cityjournalism
@adders
@cheesemanab
@interhacktives
@jonhew
@sarahmarshall
@danict89

Top Mentioned in G10:
@rosental
@googlenewsinit

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:
@aaroncuddeback
@torontostar
@elmorsa
@indeadline
@albertocairo
@magdaabufadil
@msoares
@abhworthington
@kristinhenry
@julitoalonso

Top Tweeters in G3:
@bbbcccnnn
@margymaclibrary
@justbementalist
@propublica
@myleejoseph
@enywaru
@riogringa
@alitrizlanandaa
@pulitzercenter
@ismailhpolat

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
@_holivier
@lujan_acoma
@karenbastienok
@amandinebriand

Top Tweeters in G7:
@rstatstweet
@gvwilson
@rtanglao
@fullnam35087976
@pythonista11
@chipoglesby
@hadleywickham
@drewconway
@mast3rblack
@sharon000

Top Tweeters in G8:
@paulbradshaw
@jackserle
@journojohnk
@jgibbins
@cijournalism
@alexhomer
@puretimrobinson
@harry_stevens
@teresacjolley
@jpimedialtd

Top Tweeters in G9:
@joy___r
@adders
@joemfox
@glynmottershead
@sarahmarshall
@danict89
@jonhew
@cheesemanab
@frazaffarano
@cyberwest

Top Tweeters in G10:
@rdsaraceno
@lberlioz
@bonipadua
@fcoel
@jczamora
@flipprior
@michaelbolden
@rosental
@tedeschini
@teuss