#ddj, Twitter, 6/11/2019 2:14:51 AM, 199651


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#ddj_2019-06-10_15-13-01.xlsx
#ddj_2019-06-10_15-13-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2R4hICP
@albertocairo
@gijn
@sejorg
@icijorg
@philninh
@datajournalism
@gijnru
@paulbradshaw
@koa_87
@alexhomer

Top hashtags:
#ddj
#dataviz
#infographics
#opendata
#datajournalism
#data
#serbia
#followfriday
#visualization
#maps

Description:
Description
The graph represents a network of 737 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, 10 June 2019 at 22:13 UTC.

The requested start date was Monday, 10 June 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, 30-minute period from Tuesday, 04 June 2019 at 00:04 UTC to Sunday, 09 June 2019 at 23:35 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
Vertices : 737
Unique Edges : 1191
Edges With Duplicates : 254
Total Edges : 1445
Number of Edge Types : 3
Tweet : 95
Mentions : 1336
Replies to : 14
Self-Loops : 95
Reciprocated Vertex Pair Ratio : 0.0469684030742955
Reciprocated Edge Ratio : 0.0897226753670473
Connected Components : 59
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 538
Maximum Edges in a Connected Component : 1198
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.979776
Graph Density : 0.00226019113916583
Modularity : 0.70572
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] http://www.thefunctionalart.com/2019/06/concentric-bubble-charts-are-terrible.html
[34] https://gijn.org/2019/06/06/gijns-data-journalism-top-10-european-election-data-via-audio-tax-fraud-parserator/
[18] http://www.thefunctionalart.com/2019/06/the-language-of-visualization-is-ever.html
[15] http://www.thefunctionalart.com/2019/06/visualizing-purpling-texas.html
[14] http://www.thefunctionalart.com/2019/06/the-ambiguity-of-dot-density-maps.html
[13] https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b
[8] https://datajournalism.com/read/longreads/why-understanding-margins-of-error-matters-in-journalism
[8] https://www.swissinfo.ch/eng/politics/2019-elections_what-people-in-switzerland-worry-about/44997722
[6] https://gijn.org/2019/05/30/gijns-data-journalism-top-10-game-of-thrones-deaths-visualizing-rich-hungarians-european-parliament/
[6] https://www.amelia.mn/DataJournalismLA.pdf

Top URLs in Tweet in G1:
[35] http://www.thefunctionalart.com/2019/06/concentric-bubble-charts-are-terrible.html
[18] http://www.thefunctionalart.com/2019/06/the-language-of-visualization-is-ever.html
[14] http://www.thefunctionalart.com/2019/06/visualizing-purpling-texas.html
[13] http://www.thefunctionalart.com/2019/06/the-ambiguity-of-dot-density-maps.html
[11] https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b
[4] https://twitter.com/onyxfish/status/1136318352081719296
[4] http://www.thefunctionalart.com/2019/05/in-visualization-what-you-count-and-how.html
[3] https://twitter.com/Timmeko/status/1135977725812977664
[3] https://mario-juarez.com/new-blog/2019/6/4/data-becomes-story-with-cole-nussbaumer-knaflic
[3] http://newslab.ie/ddjucd/

Top URLs in Tweet in G2:
[30] https://gijn.org/2019/06/06/gijns-data-journalism-top-10-european-election-data-via-audio-tax-fraud-parserator/
[6] https://gijn.org/2019/05/30/gijns-data-journalism-top-10-game-of-thrones-deaths-visualizing-rich-hungarians-european-parliament/
[3] https://airtable.com/shrMU0TzaWyZGc8Op/tblQa1SKdwavV4qnl
[3] https://www.wri.org/events/2019/06/webinar-introduction-resource-watch-open-data-and-maps?utm_source=twitter&utm_medium=worldresources&utm_campaign=socialmedia
[2] http://www.verigazeteciligi.com/veri-gazeteciligi-icin-gorsellestirme/
[2] http://www.verigazeteciligi.com/veriyi-ureterek-acarak-verilerde-gozardi-edilenlerin-sesi-olmayi-amaclamaliyiz/
[2] http://www.verigazeteciligi.com/veriyi-kavramak-icin-veri-gorsellestirmeyi-kullanmak-2/
[2] http://www.verigazeteciligi.com/hikaye-anlatmada-veri-gorsellestirme-kullanimi/
[1] https://javno.rs/istrazivanja/srbija-poreski-raj-i-utociste-za-duznike
[1] https://gijn.org/2019/04/18/gijns-data-journalism-top-10-ai-powered-investigations-why-companies-donate-data-from-pdfs-uk-pay-gap/

Top URLs in Tweet in G3:
[8] https://www.swissinfo.ch/eng/politics/2019-elections_what-people-in-switzerland-worry-about/44997722
[4] https://www.swissinfo.ch/ger/kultur/datenrecherche_schweizer-museen-zeigen-wenig-kunst-von-frauen/44938902
[3] https://www.swissinfo.ch/eng/2019-elections_what-people-in-switzerland-worry-about/44997722
[3] https://twitter.com/PatrickStotz/status/1004361186765402112
[2] https://twitter.com/OpenSemSearch/status/1115594690366136321
[2] https://twitter.com/srfdata/status/1135590643135406082
[1] http://www.thefunctionalart.com/2019/06/visualizing-purpling-texas.html
[1] https://nr19.sched.com/event/Lx4S
[1] https://twitter.com/Datawrapper/status/1136592752760819712
[1] https://twitter.com/maartenzam/status/1135944405477724160

Top URLs in Tweet in G4:
[4] https://www.wri.org/events/2019/06/webinar-introduction-resource-watch-open-data-and-maps
[2] https://twitter.com/charlesornstein/status/1136652678392668161
[2] http://googletrends.github.io/data/
[1] https://www.wri.org/events/2019/06/webinar-introduction-resource-watch-open-data-and-maps?utm_source=twitter&utm_medium=worldresources&utm_campaign=socialmedia

Top URLs in Tweet in G5:
[4] https://www.behance.net/gallery/81225833/Periodic-Table-Elements-in-Danger-BBC-Science-Focus
[2] http://www.thefunctionalart.com/2019/06/concentric-bubble-charts-are-terrible.html
[1] https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b

Top URLs in Tweet in G6:
[2] https://careerssearch.bbc.co.uk/jobs/job/Journalist-Shared-Data-Unit-Birmingham/40440
[1] https://twitter.com/alexhomer/status/1135813049066119168
[1] https://www.holdthefrontpage.co.uk/2019/news/regional-publisher-launches-data-unit-with-aim-of-providing-splash-a-week/#.XPUKhnR8kn4.twitter
[1] https://count.co/
[1] https://twitter.com/paulbradshaw/status/1136937973839224832
[1] https://github.com/BBC-Data-Unit/council-reserves
[1] https://twitter.com/danwainwright/status/1133616288893423616

Top URLs in Tweet in G7:
[8] https://datajournalism.com/read/longreads/why-understanding-margins-of-error-matters-in-journalism
[1] https://datajournalism.com/read/newsletters/crowdsourcing
[1] http://congresso.abraji.org.br/
[1] https://datajournalism.com/read/longreads/data-in-the-air
[1] https://datajournalism.com/read/handbook/two/organising-data-journalism/data-journalisms-entanglements-with-civic-tech
[1] https://datajournalism.com/profile/goodies
[1] https://source.opennews.org/articles/evergreen-content-strategies-audience-engagement/
[1] https://mjwebster.github.io/DataJ/?utm_campaign=Data_Elixir&utm_medium=social

Top URLs in Tweet in G8:
[3] https://twitter.com/datastoriespk1/status/1137071574895538176
[1] https://www.icij.org/about/work-with-us/?utm_content=buffer7b1ea&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/about/work-with-us/?utm_content=buffer57e3a&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter

Top URLs in Tweet in G9:
[2] https://twitter.com/puntofisso/status/1135815853637873664
[1] https://twitter.com/ICIJorg/status/1136860386647576576
[1] https://twitter.com/petesherlock79/status/1136976828365770753
[1] http://puntofisso.net/newsletter/

Top URLs in Tweet in G10:
[2] https://www.dr.dk/nyheder/webfeature/folketingsvalg-2019
[2] https://www.eluniversal.com.mx/nacion/sociedad/secuestro-delito-sin-cifras-claras-en-mexico
[1] https://datajournalismawards.org/2019/05/20/which-of-these-eight-data-journalism-projects-should-win-an-award-you-decide/
[1] https://twitter.com/paulbradshaw/status/1136170240042295296
[1] https://www.instagram.com/p/ByV4ntIh7A_/?igshid=1p47511ggg2ri
[1] https://www.instagram.com/p/ByXyt8SApBG/
[1] https://www.wri.org/events/2019/06/webinar-introduction-resource-watch-open-data-and-maps?utm_source=twitter&utm_medium=worldresources&utm_campaign=socialmedia
[1] https://www.swissinfo.ch/ger/kultur/datenrecherche_schweizer-museen-zeigen-wenig-kunst-von-frauen/44938902#.XPouTjDDzeU.twitter
[1] https://www.instagram.com/p/Bya_iiahnJh/?igshid=wd7vwp5fhzt6
[1] https://projekte.sueddeutsche.de/artikel/politik/die-afd-im-bundestag-e362724/

Top Domains
Top Domains in Tweet in Entire Graph:
[90] thefunctionalart.com
[41] gijn.org
[39] twitter.com
[17] swissinfo.ch
[14] medium.com
[13] datajournalism.com
[11] instagram.com
[9] wri.org
[8] verigazeteciligi.com
[7] co.uk

Top Domains in Tweet in G1:
[86] thefunctionalart.com
[12] medium.com
[10] twitter.com
[3] mario-juarez.com
[3] newslab.ie
[2] datajconf.com
[1] qualtrics.com

Top Domains in Tweet in G2:
[37] gijn.org
[8] verigazeteciligi.com
[5] airtable.com
[3] wri.org
[2] twitter.com
[2] br.de
[1] javno.rs
[1] washingtonpost.com
[1] workbenchdata.com
[1] datajournalism.com

Top Domains in Tweet in G3:
[16] swissinfo.ch
[10] twitter.com
[1] thefunctionalart.com
[1] sched.com
[1] emarketer.com
[1] srf.ch
[1] gijn.org
[1] datajournalismawards.org
[1] spiegel.de
[1] zeit.de

Top Domains in Tweet in G4:
[5] wri.org
[2] twitter.com
[2] github.io

Top Domains in Tweet in G5:
[4] behance.net
[2] thefunctionalart.com
[1] medium.com

Top Domains in Tweet in G6:
[3] co.uk
[3] twitter.com
[1] count.co
[1] github.com

Top Domains in Tweet in G7:
[12] datajournalism.com
[1] org.br
[1] opennews.org
[1] github.io

Top Domains in Tweet in G8:
[3] twitter.com
[2] icij.org

Top Domains in Tweet in G9:
[4] twitter.com
[1] puntofisso.net

Top Domains in Tweet in G10:
[6] instagram.com
[2] dr.dk
[2] com.mx
[1] datajournalismawards.org
[1] twitter.com
[1] wri.org
[1] swissinfo.ch
[1] sueddeutsche.de
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[377] ddj
[160] dataviz
[51] infographics
[33] opendata
[24] datajournalism
[14] data
[12] serbia
[10] followfriday
[9] visualization
[9] maps



Top Hashtags in Tweet in G1:
[74] dataviz
[48] ddj
[42] infographics
[8] followfriday
[8] visualization
[3] datajournalism
[2] datajconf
[1] howchartslie
[1] fakenews
[1] mosinformation

Top Hashtags in Tweet in G2:
[98] ddj
[14] dataviz
[12] serbia
[6] hungary
[6] vg
[4] europee2019
[4] verihaberciliği
[3] asia
[3] verigazeteciliäÿi
[3] datastories

Top Hashtags in Tweet in G3:
[45] ddj
[9] dataviz
[4] nr19
[3] womensart
[3] fifawwc
[2] wahlch19
[1] diversität
[1] marvel
[1] cartography
[1] datavisualization

Top Hashtags in Tweet in G4:
[16] ddj
[13] opendata
[8] datajournalism
[6] ff
[6] sejorg
[5] data
[5] datastories
[5] opportunity
[5] asia

Top Hashtags in Tweet in G5:
[37] dataviz
[2] datavisualization
[2] infographic
[2] ddj
[1] periodictable

Top Hashtags in Tweet in G6:
[10] ddj
[3] hackshackers
[1] birmingham
[1] bcujournos
[1] domediadifferently

Top Hashtags in Tweet in G7:
[15] ddj
[8] tbt
[8] datahandbook
[5] datajournalism
[3] radio
[2] data
[1] crowdsourcing
[1] dataethics
[1] statistics
[1] civictech

Top Hashtags in Tweet in G8:
[5] ddj
[2] journalismjobs

Top Hashtags in Tweet in G9:
[9] ddj
[4] data
[4] interhacktives
[3] opendata
[2] cijsummer
[2] citydata2019
[1] ire19
[1] eijc19
[1] dataviz
[1] ifgdatabites

Top Hashtags in Tweet in G10:
[20] ddj
[3] djgear
[3] music
[3] pioneerdj
[2] pioneer
[2] djbetosp
[2] brasil
[2] vidadedj
[2] djfrombrasil
[2] braziliamdjs

Top Words
Top Words in Tweet in Entire Graph:
[389] Words in Sentiment List#1: Positive
[207] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16679] Non-categorized Words
[17275] Total Words
[377] #ddj
[371] ð
[220] data
[150] #dataviz
[128] ñ

Top Words in Tweet in G1:
[110] albertocairo
[105] charts
[89] new
[88] post
[65] #dataviz
[48] #ddj
[42] #infographics
[38] two
[36] pâ
[35] concentric

Top Words in Tweet in G2:
[371] ð
[128] ñ
[98] #ddj
[74] 10
[63] gijn
[57] top
[51] data
[49] র
[37] ন
[37] য

Top Words in Tweet in G3:
[45] #ddj
[43] schweizer
[30] frauen
[25] kunstmuseen
[25] srfdata
[24] haben
[23] swissinfo_de
[23] viele
[23] koa_87
[22] ausstellungen

Top Words in Tweet in G4:
[26] resource_watch
[19] internews
[18] earthjournalism
[16] #ddj
[14] webinar
[13] media
[13] asia
[13] june
[13] #opendata
[12] 12th

Top Words in Tweet in G5:
[37] #dataviz
[34] fedfragapane
[32] great
[32] finally
[32] see
[32] printed
[32] version
[32] menstrual
[32] cycle
[32] sciam

Top Words in Tweet in G6:
[40] join
[37] data
[28] come
[21] unit
[20] bbc
[19] shared
[17] alexhomer
[16] hiring
[16] working
[16] wider

Top Words in Tweet in G7:
[23] datajournalism
[20] journalism
[19] data
[15] #ddj
[8] understanding
[8] margins
[8] error
[8] matters
[8] jonathanstray
[8] #tbt

Top Words in Tweet in G8:
[44] data
[25] work
[25] icijorg
[18] mine
[18] produce
[18] analysis
[18] collaboratively
[18] want
[18] nerds
[18] reporters

Top Words in Tweet in G9:
[15] data
[9] #ddj
[5] karriekehoe
[5] join
[4] come
[4] brilliant
[4] team
[4] job
[4] great
[4] opening

Top Words in Tweet in G10:
[47] ã
[39] à
[20] #ddj
[5] ˆà
[5] ãƒ
[4] šã
[3] æ
[3] ÿã
[3] #djgear
[3] danish

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[219] ð,ð
[90] new,post
[84] albertocairo,new
[81] ð,ñ
[66] 10,#ddj
[64] ñ,ð
[62] top,10
[43] #infographics,#ddj
[37] post,concentric
[37] concentric,bubble

Top Word Pairs in Tweet in G1:
[86] new,post
[80] albertocairo,new
[35] post,concentric
[35] concentric,bubble
[35] bubble,charts
[35] charts,terrible
[35] terrible,pie
[35] pie,charts
[35] charts,moon
[35] moon,charts

Top Word Pairs in Tweet in G2:
[219] ð,ð
[81] ð,ñ
[64] ñ,ð
[63] 10,#ddj
[56] top,10
[29] ñ,ñ
[19] ড,ট
[16] gijn,top
[13] #ddj,gijn
[13] #ddj,27

Top Word Pairs in Tweet in G3:
[22] viele,ausstellungen
[22] ausstellungen,schweizer
[22] sind,frauen
[22] frauen,gewidmet
[22] gewidmet,haben
[19] schweizer,kunstmuseen
[18] umweltschutz,ahv
[18] ahv,flã
[18] flã,chtlinge
[18] chtlinge,â

Top Word Pairs in Tweet in G4:
[13] media,asia
[12] june,12th
[12] 12th,11am
[12] 11am,ict
[11] attention,media
[11] asia,june
[11] ict,resource_watch
[11] resource_watch,hosting
[11] hosting,webinar
[11] webinar,internews

Top Word Pairs in Tweet in G5:
[32] great,finally
[32] finally,see
[32] see,printed
[32] printed,version
[32] version,menstrual
[32] menstrual,cycle
[32] cycle,#dataviz
[32] #dataviz,sciam
[32] sciam,thanks
[32] thanks,again

Top Word Pairs in Tweet in G6:
[28] come,join
[21] data,unit
[19] bbc,shared
[19] shared,data
[16] hiring,come
[16] join,bbc
[16] unit,working
[16] working,wider
[16] wider,media
[16] media,industry

Top Word Pairs in Tweet in G7:
[8] understanding,margins
[8] margins,error
[8] error,matters
[8] matters,journalism
[8] journalism,jonathanstray
[8] jonathanstray,#tbt
[8] #tbt,#ddj
[8] civic,technologists
[8] technologists,data
[8] data,journalists

Top Word Pairs in Tweet in G8:
[18] mine,data
[18] data,produce
[18] produce,analysis
[18] analysis,work
[18] work,collaboratively
[18] collaboratively,want
[18] want,data
[18] data,nerds
[18] nerds,reporters
[18] reporters,miners

Top Word Pairs in Tweet in G9:
[4] come,join
[4] job,great
[4] great,opening
[4] opening,#data
[4] #data,journalism
[4] journalism,#ddj
[4] #ddj,bbc
[4] bbc,s
[4] s,shared
[4] shared,data

Top Word Pairs in Tweet in G10:
[31] à,à
[26] ã,ã
[5] à,ˆà
[5] ˆà,à
[3] ãƒ,ãƒ
[3] ã,ÿã
[3] šã,ã
[2] ã,ãƒ
[2] ãƒ,ã
[2] ã,æ

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@gijn
@fedfragapane
@sciam
@christiansenjen
@icijorg
@datajournalism
@srfdata
@swissinfo_de
@resource_watch

Top Mentioned in G1:
@albertocairo
@texastribune
@shiying_cheng
@rossramsey
@smaclaughlin
@kenne
@bahareh360
@jessicahullman
@mjskay
@gijn

Top Mentioned in G2:
@gijn
@birnsrbija
@atlatszo
@attilabatorfy
@journocode
@atloteam
@c_endt
@ybuhl
@sz
@dagmedyaveri

Top Mentioned in G3:
@srfdata
@swissinfo_de
@koa_87
@swissinfo_en
@felixmichel
@angelozehr
@mschories
@melinaborcak
@marvinmilatz
@venohr

Top Mentioned in G4:
@resource_watch
@internews
@earthjournalism
@gijn
@smfrogers
@github
@bbgvisualdata
@censusreporter
@kath_thedetail
@jplusplus_

Top Mentioned in G5:
@fedfragapane
@sciam
@christiansenjen
@sciencefocus
@albertocairo
@v_solesmith
@jessicahullman
@mjskay

Top Mentioned in G6:
@alexhomer
@petesherlock79
@paulbradshaw
@bcujournalism
@kieranmaguire
@annaekhoo
@rebekahchilvers
@alro19_88
@bevthenewsgirl
@vicky_gazette

Top Mentioned in G7:
@datajournalism
@jonathanstray
@abraji
@propublica
@petergosselin
@mikejcorey
@adelehumbert
@jacquesmarcoux
@mpetitchou
@tocit

Top Mentioned in G8:
@icijorg

Top Mentioned in G9:
@karriekehoe
@jonhew
@ldodds
@dan_majka
@rachaeldottle
@aldatavizguy
@murraydata
@antoniocuga
@puntofisso
@rox

Top Tweeters
Top Tweeters in Entire Graph:
@fleming77
@business
@globeandmail
@nytimes
@socolimeshot
@1password
@tdgch
@ajc
@lavenir_net
@gazeta_wyborcza

Top Tweeters in G1:
@indeadline
@briantrice
@albertocairo
@texastribune
@sharaoryan
@tripathiam3
@robbtuftshockey
@ghostfactkillah
@dev_topics
@shalf

Top Tweeters in G2:
@nytimes
@ru_rbc
@morgenpost
@sz
@bbcrussian
@br24
@slobageorgiev
@bbbcccnnn
@nthnashma
@diezeit

Top Tweeters in G3:
@davidfeng
@martinlindner
@spiegel_sport
@metamythos
@radiotelesuisse
@emarketer
@swissinfo_en
@aschoeke
@hrwgc
@lovetuanonna

Top Tweeters in G4:
@sejorg
@palewire
@ijnet
@opensecretsdc
@daniellealberti
@worldresources
@facttank
@smfrogers
@kath_thedetail
@paldhous

Top Tweeters in G5:
@sciam
@trappedalien
@hampshire67
@rmdes_
@rasagy
@khottedeputtar
@fester_thomas
@sciencefocus
@frasilvi
@alice_vitali

Top Tweeters in G6:
@fleming77
@paulbradshaw
@charliebeckett
@stephen_abbott
@herahussain
@glynmottershead
@digidickinson
@dianekemp1
@colingeorgebbc
@nickmhalliday

Top Tweeters in G7:
@1password
@gombang
@dmedialab
@margymaclibrary
@propublica
@ken_yamamura
@medalisouissi
@datatheism
@piktochart
@jonathanstray

Top Tweeters in G8:
@socolimeshot
@all_insane
@bobroymiller
@chrishendel
@kaerumy
@sanchia7
@christinespolar
@icijorg
@jjrkch
@ucbsoj

Top Tweeters in G9:
@puntofisso
@adders
@ldodds
@dleonhardt
@murraydata
@margotwilliams
@jonhew
@karriekehoe
@benwhitelaw
@mapnav_tom

Top Tweeters in G10:
@djbetosp
@miskaknapek
@oohrip
@eluniversaldata
@infogram
@yamizaki
@seapa
@teeramon
@raphipons
@callmecraigd


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