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#ddj_2019-08-19_01-14-08.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
August 19, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2Z11hOI
@gijn
@albertocairo
@fangelico
@barbalhofernand
@datajournalism
@plateauton
@gijnru
@paulbradshaw
@patrickstotz
@fexi

Top hashtags:
#ddj
#dataviz
#infographics
#data
#e2d3
#excel
#d3js
#github
#datavizualization
#javascript

Description:
Description
The graph represents a network of 696 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, 19 August 2019 at 08:14 UTC.

The requested date range was from Monday, 12 August 2019 at 00:00 UTC through Monday, 19 August 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 9-hour, 6-minute period from Monday, 12 August 2019 at 04:13 UTC to Sunday, 18 August 2019 at 13:20 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 : 696
Unique Edges : 1049
Edges With Duplicates : 230
Total Edges : 1279
Self-Loops : 115
Reciprocated Vertex Pair Ratio : 0.0327552986512524
Reciprocated Edge Ratio : 0.0634328358208955
Connected Components : 46
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 545
Maximum Edges in a Connected Component : 1082
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.942959
Graph Density : 0.00221615810799636
Modularity : 0.710467
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] http://www.thefunctionalart.com/2019/08/the-increasing-popularity-of-ternary.html
[27] http://www.thefunctionalart.com/2019/08/data-are-people.html
[25] https://gijn.org/2019/08/15/gijns-data-journalism-top-10-tarantinos-murders-theydrawit-tool-climate-crisis/
[21] http://www.thefunctionalart.com/2019/08/getting-ready-for-new-data-and.html
[14] http://www.thefunctionalart.com/2019/08/forking-paths-visualization.html
[14] https://interactivo.eluniversal.com.mx/2019/homicidios-jovenes/index.html
[12] http://Geojournalism.org
[6] https://twitter.com/camaj_camaj/status/1158482039517192192
[6] https://link.medium.com/yBylqFi79Y
[6] https://datastori.es/immersive-analytics-with-tim-dwyer/#t=47:21.483

Top URLs in Tweet in G1:
[24] https://gijn.org/2019/08/15/gijns-data-journalism-top-10-tarantinos-murders-theydrawit-tool-climate-crisis/
[11] http://Geojournalism.org
[5] https://www.spiegel.de/sport/fussball/bundesliga-die-besten-freistossschuetzen-in-der-datenanalyse-a-1281610.html
[4] https://gijn.org/2019/08/08/gijns-data-journalism-top-10-visualizing-climate-change-numbers-from-phrases-democratic-donors-moscow-money/
[2] https://data.humdata.org/visualization/a-journey-of-600km-car/
[2] https://interactive.aljazeera.com/aje/2019/plundering-cambodias-forests/index.html
[1] https://www.novayagazeta.ru/articles/2019/08/13/81587-oni-napisali-protesty?utm_source=tw&utm_medium=novaya&utm_campaign=-chtoby-osudit-poltory-sotni-chelovek--h
[1] https://www.spiegel.de/kultur/kino/quentin-tarantino-statistik-ueber-flueche-und-morde-in-seinen-filmen-a-1281293.html
[1] https://www.spiegel.de/wissenschaft/natur/wetter-daten-rekord-sommer-wie-warm-war-2019-im-vergleich-zu-2018-a-1280048.html
[1] https://twitter.com/gijn/status/1161915885109600256

Top URLs in Tweet in G2:
[6] https://datastori.es/immersive-analytics-with-tim-dwyer/#t=47:21.483
[6] https://twitter.com/camaj_camaj/status/1158482039517192192
[6] https://link.medium.com/yBylqFi79Y
[3] https://informationisbeautiful.net/visualizations/dataviz-books/
[3] https://datajournalism.com/read/longreads/privacy-and-data-leaks
[3] https://idjnetwork.org/2019/08/membersihkan-data-dengan-openrefine-part-1/
[2] https://centre.humdata.org/data-skills-for-all-humanitarians/?utm_medium=mailchim
[2] http://www.verigazeteciligi.com/veri-gorsellestirmelerde-yapilan-hatalardan-ders-cikarmak/
[2] http://www.verigazeteciligi.com/highcharts-kolay-esnek-grafik-araci/
[2] http://www.verigazeteciligi.com/veri-gorsellestirme-toplulugu-yarismacilarini-bekliyor/

Top URLs in Tweet in G3:
[27] http://www.thefunctionalart.com/2019/08/data-are-people.html
[24] http://www.thefunctionalart.com/2019/08/the-increasing-popularity-of-ternary.html
[17] http://www.thefunctionalart.com/2019/08/getting-ready-for-new-data-and.html
[13] http://www.thefunctionalart.com/2019/08/forking-paths-visualization.html
[2] http://www.thefunctionalart.com/2019/08/first-reactions-to-how-charts-lie.html
[2] https://interactivo.eluniversal.com.mx/2019/homicidios-jovenes/index.html
[1] http://www.thefunctionalart.com/2019/08/yes-nate-silver-knows-how-to-read.html
[1] http://Geojournalism.org

Top URLs in Tweet in G4:
[3] https://www.theguardian.com/politics/ng-interactive/2019/aug/13/how-a-no-deal-brexit-threatens-your-weekly-food-shop
[2] https://interaktiv.tagesspiegel.de/lab/deutschland-im-funkloch/
[2] https://digitalpresent.tagesspiegel.de/das-wasser-wird-knapp-die-waelder-brennen
[1] https://www.spiegel.de/wissenschaft/datenlese/a-1273220.html
[1] https://interaktiv.tagesspiegel.de/lab/mieten-und-renditen/
[1] https://www.dailymail.co.uk/health/article-7352717/NHS-staff-took-7-000-days-sick-leave-drug-alcohol-abuse-year.html
[1] https://news.sky.com/story/adults-fear-half-of-children-carry-a-knife-for-protection-11785579

Top URLs in Tweet in G5:
[1] https://revistaforum.com.br/blogs/dadoscope/cultura-hacker-episodio-o-agrotoxico-nosso-de-cada-dia/
[1] https://fabdev.shinyapps.io/Painel_agrotoxico/

Top URLs in Tweet in G6:
[1] https://brasil.io:443/
[1] https://journalismcourses.org/DAD0719.html

Top URLs in Tweet in G7:
[5] https://twitter.com/EU_Eurostat/status/1161626273510117376
[4] https://www.scicar.de/index.php?article_id=21&clang=0
[2] https://twitter.com/FvCastell/status/1161743739129389056
[1] https://twitter.com/anthonyjpesce/status/1162081071766261760
[1] https://twitter.com/c_endt/status/1158634810706976769
[1] https://www.noz.de/deutschland-welt/familie/artikel/1766791/kitaplatz-mangel-so-massiv-unterschaetzt-die-regierung-den-betreuungsbedarf-fuer-kleinkinder
[1] https://docs.google.com/forms/d/e/1FAIpQLSfOQ6kE6ddX9Ugp7HSj2tCDW1YqQXKna-BIYTkrLYnn_UJrCw/viewform
[1] https://twitter.com/FvCastell/status/1158733346136100866
[1] http://www.thefunctionalart.com/2019/08/the-increasing-popularity-of-ternary.html
[1] http://www.thefunctionalart.com/2019/08/getting-ready-for-new-data-and.html

Top URLs in Tweet in G8:
[1] https://www.addendum.org/klima/klimawandel-gemeinden/

Top URLs in Tweet in G9:
[1] https://datashare.icij.org/?utm_content=buffer565e9&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=buffer84f65&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/investigations/solitary-voices/how-us-immigration-authorities-use-solitary-confinement/
[1] https://datashare.icij.org/?utm_content=buffer4fb69&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=buffer0735c&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter

Top URLs in Tweet in G10:
[3] https://www.voxeurop.eu/it/2019/le-acque-balneabili-nell-ue-5123595
[1] https://www.propublica.org/nerds/collaborative-data-journalism-guide
[1] https://www.instagram.com/p/B1SBRZlBAKu/?igshid=7r8nq5v8z3ki
[1] http://www.wayupfm.com/
[1] https://www.instagram.com/p/B1MxsavnrIk/?igshid=1gsbm51kcjng8
[1] https://www.instagram.com/p/B1MOAtOB4qP/?igshid=1bn4drti4z9k8
[1] https://netzpolitik.org/2019/datenanalyse-maassens-follower-retweeten-rechtsradikale-accounts-aber-fast-nie-die-cdu/
[1] https://www.rbc.ru/economics/15/08/2019/5d52d7389a7947480299ab23
[1] https://twitter.com/rbb24/status/1161860738920660992
[1] https://www.instagram.com/p/B1IN1P8JLQW/?igshid=1gm9e941yogkl

Top Domains
Top Domains in Tweet in Entire Graph:
[93] thefunctionalart.com
[34] twitter.com
[29] gijn.org
[17] verigazeteciligi.com
[15] co.uk
[14] com.mx
[13] geojournalism.org
[10] instagram.com
[9] medium.com
[8] spiegel.de

Top Domains in Tweet in G1:
[28] gijn.org
[11] geojournalism.org
[7] spiegel.de
[2] humdata.org
[2] aljazeera.com
[2] ft.com
[2] thefunctionalart.com
[1] novayagazeta.ru
[1] twitter.com

Top Domains in Tweet in G2:
[16] verigazeteciligi.com
[7] medium.com
[7] twitter.com
[6] datastori.es
[6] datajournalism.com
[3] informationisbeautiful.net
[3] github.com
[3] thefunctionalart.com
[3] idjnetwork.org
[2] gitbook.io

Top Domains in Tweet in G3:
[84] thefunctionalart.com
[2] com.mx
[1] geojournalism.org

Top Domains in Tweet in G4:
[5] tagesspiegel.de
[3] theguardian.com
[1] spiegel.de
[1] co.uk
[1] sky.com

Top Domains in Tweet in G5:
[1] com.br
[1] shinyapps.io

Top Domains in Tweet in G6:
[1] brasil.io
[1] journalismcourses.org

Top Domains in Tweet in G7:
[10] twitter.com
[4] scicar.de
[2] thefunctionalart.com
[1] noz.de
[1] google.com

Top Domains in Tweet in G8:
[1] addendum.org

Top Domains in Tweet in G9:
[5] icij.org

Top Domains in Tweet in G10:
[9] instagram.com
[3] twitter.com
[3] voxeurop.eu
[2] sport.blog
[1] propublica.org
[1] wayupfm.com
[1] netzpolitik.org
[1] rbc.ru
[1] medium.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[350] ddj
[189] dataviz
[68] infographics
[44] data
[28] e2d3
[28] excel
[28] d3js
[28] github
[28] datavizualization
[28] javascript



Top Hashtags in Tweet in G1:
[51] ddj
[21] dataviz
[7] cambodia
[3] data
[2] визуализации
[2] theydrawit
[2] тарантино
[1] учебники
[1] тренинги
[1] инструмент

Top Hashtags in Tweet in G2:
[60] ddj
[31] dataviz
[25] vg
[13] data
[12] journalism
[12] verigörselleştirme
[9] verigazeteciliği
[8] idjnmeetup
[7] datajournalism
[6] podcast

Top Hashtags in Tweet in G3:
[65] dataviz
[52] ddj
[40] infographics
[3] howchartslie
[2] datavisualization
[1] datajournalism
[1] climatechange
[1] visualization
[1] e2d3
[1] excel

Top Hashtags in Tweet in G4:
[13] waldbrand
[13] wasserknappheit
[13] flugscham
[13] tinder
[12] ddj
[9] dataviz
[3] uk
[3] brexit
[3] datenspiegel
[2] berlin

Top Hashtags in Tweet in G5:
[2] rstats
[2] ddj
[2] opendata

Top Hashtags in Tweet in G6:
[8] jornalismodedados
[2] ddj
[1] opendata
[1] freesoftware
[1] python
[1] civictech

Top Hashtags in Tweet in G7:
[22] ddj
[8] dataviz
[7] graphic
[4] scicar19
[2] waldbrand
[2] wasserknappheit
[2] flugscham
[2] tinder
[1] storytelling
[1] kita

Top Hashtags in Tweet in G8:
[1] ddj
[1] klima

Top Hashtags in Tweet in G9:
[19] icijdatashare
[5] datashare
[3] ddj
[3] solitaryvoices
[3] solitaryconfinement
[2] datajournalism
[1] immigration
[1] dataviz

Top Hashtags in Tweet in G10:
[32] ddj
[4] nlmusd
[4] bornforgreatness
[3] edjnet
[3] acquebalneabili
[3] climatechange
[3] dataviz
[3] snooker
[2] seratodj
[2] dj

Top Words
Top Words in Tweet in Entire Graph:
[340] Words in Sentiment List#1: Positive
[136] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16190] Non-categorized Words
[16666] Total Words
[350] #ddj
[216] data
[189] #dataviz
[175] new
[169] e

Top Words in Tweet in G1:
[51] #ddj
[42] gijn
[37] 10
[26] дата
[25] novaya_gazeta
[25] шаблонов
[25] чтобы
[25] top
[24] осудить
[24] полторы

Top Words in Tweet in G2:
[71] data
[60] #ddj
[34] datajournalism
[31] #dataviz
[25] #vg
[20] veri
[19] pinardag
[19] journalists
[18] learning
[16] açık

Top Words in Tweet in G3:
[80] new
[69] albertocairo
[65] #dataviz
[63] post
[53] project
[52] #ddj
[45] data
[40] #infographics
[27] people
[26] reutersgraphics

Top Words in Tweet in G4:
[40] plateauton
[37] alle
[29] welchen
[29] landkreisen
[29] handynetz
[29] schlimmsten
[29] wo
[29] besten
[29] interaktive
[29] karten

Top Words in Tweet in G5:
[70] e
[43] sobre
[42] novos
[42] agrotóxicos
[40] barbalhofernand
[35] cultura
[35] dados
[35] toxicidade
[34] texto
[34] novo

Top Words in Tweet in G6:
[92] e
[37] ontem
[31] dados
[31] dos
[31] os
[30] tempo
[29] receitafederal
[29] liberou
[29] atualização
[29] empresas

Top Words in Tweet in G7:
[22] #ddj
[14] data
[10] fexi
[8] #dataviz
[7] latimes
[7] merges
[7] #graphic
[7] 20
[7] staff
[7] member

Top Words in Tweet in G8:
[24] jede
[24] gemeinde
[23] wird
[23] unterschiedlich
[23] stark
[23] vom
[23] klimawandel
[23] getroffen
[23] deshalb
[23] haben

Top Words in Tweet in G9:
[59] new
[23] icijorg
[19] #icijdatashare
[18] design
[18] user
[18] friendly
[18] functions
[18] check
[18] out
[18] left

Top Words in Tweet in G10:
[32] #ddj
[8] data
[8] snooker
[7] 1
[6] up
[5] day
[4] #nlmusd
[4] #bornforgreatness
[4] junkie
[4] ranking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] new,post
[62] #ddj,#dataviz
[61] albertocairo,new
[47] novos,agrotóxicos
[40] #dataviz,#infographics
[40] #infographics,#ddj
[38] sobre,toxicidade
[37] 10,#ddj
[37] texto,novo
[37] novo,nosso

Top Word Pairs in Tweet in G1:
[35] 10,#ddj
[25] top,10
[24] чтобы,осудить
[24] осудить,полторы
[24] полторы,сотни
[24] сотни,человек
[24] человек,хватило
[24] хватило,восьми
[24] восьми,шаблонов
[24] шаблонов,исследование

Top Word Pairs in Tweet in G2:
[21] #ddj,#vg
[13] whether,learning
[13] learning,set
[13] set,up
[13] up,data
[13] data,'newswires'
[13] 'newswires',paulbradshaw
[13] paulbradshaw,choose
[13] choose,best
[13] best,graphic

Top Word Pairs in Tweet in G3:
[63] new,post
[58] albertocairo,new
[39] #dataviz,#infographics
[39] #infographics,#ddj
[27] data,people
[26] post,data
[26] people,project
[26] project,reutersgraphics
[26] reutersgraphics,#dataviz
[25] #ddj,https

Top Word Pairs in Tweet in G4:
[29] welchen,landkreisen
[29] landkreisen,handynetz
[29] handynetz,schlimmsten
[29] schlimmsten,wo
[29] wo,besten
[29] besten,alle
[29] alle,interaktive
[29] interaktive,karten
[28] plateauton,welchen
[13] #waldbrand,#wasserknappheit

Top Word Pairs in Tweet in G5:
[42] novos,agrotóxicos
[35] sobre,toxicidade
[34] texto,novo
[34] novo,nosso
[34] nosso,num
[34] num,mesmo
[34] mesmo,post
[34] post,cultura
[34] cultura,hacker
[34] hacker,e

Top Word Pairs in Tweet in G6:
[29] receitafederal,liberou
[29] liberou,ontem
[29] ontem,atualização
[29] atualização,dos
[29] dos,dados
[29] dados,empresas
[29] empresas,e
[29] e,sócios
[29] sócios,tempo
[29] tempo,prometido

Top Word Pairs in Tweet in G7:
[8] #ddj,#dataviz
[7] latimes,merges
[7] merges,#ddj
[7] #dataviz,#graphic
[7] #graphic,20
[7] 20,staff
[7] staff,member
[7] member,strong
[7] strong,team
[7] team,led

Top Word Pairs in Tweet in G8:
[24] jede,gemeinde
[23] gemeinde,wird
[23] wird,unterschiedlich
[23] unterschiedlich,stark
[23] stark,vom
[23] vom,klimawandel
[23] klimawandel,getroffen
[23] getroffen,deshalb
[23] deshalb,haben
[23] haben,einen

Top Word Pairs in Tweet in G9:
[18] #icijdatashare,new
[18] new,design
[18] design,new
[18] new,user
[18] user,friendly
[18] friendly,functions
[18] functions,check
[18] check,out
[18] out,new
[18] new,left

Top Word Pairs in Tweet in G10:
[4] #nlmusd,#bornforgreatness
[4] #bornforgreatness,#ddj
[4] snooker,data
[4] data,junkie
[3] #ddj,1000srt
[3] qualità,è
[3] è,alta
[3] alta,ma
[3] ma,pericoli
[3] pericoli,rimangono

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@gijn
@barbalhofernand
@plateauton
@datajournalism
@receitafederal
@turicas
@reutersgraphics
@novaya_gazeta
@e2d3org

Top Mentioned in G1:
@gijn
@novaya_gazeta
@nytimes
@patrickstotz
@spiegelonline
@hdambeck
@albertocairo
@jessicahullman
@mjskay
@aljazeera

Top Mentioned in G2:
@datajournalism
@pinardag
@paulbradshaw
@gijn
@theeconomist
@albe
@datavizsociety
@dagmedyaveri
@datastories
@voydorg

Top Mentioned in G3:
@albertocairo
@reutersgraphics
@guardianvisuals
@josh_h
@nytgraphics
@sahilchinoy
@gijn
@datajournalism
@jdanielgoh
@datavizsociety

Top Mentioned in G4:
@plateauton
@helenawittlich
@_davidmeidinger
@pa
@tagesspiegel
@spiegel_data
@guardianvisuals
@radar_aiuk
@opensignal
@patrickstotz

Top Mentioned in G5:
@barbalhofernand
@orobotox
@agenciapublica
@reporterb

Top Mentioned in G6:
@receitafederal
@turicas
@utcentroknight
@escoladedados
@nataliamazotte
@barbalhofernand

Top Mentioned in G7:
@fexi
@latimes
@palewire
@eu_eurostat
@fvcastell
@annabehrend
@helenawittlich
@bschwentker
@scicar17ff

Top Mentioned in G8:
@gerald_gartner

Top Mentioned in G9:
@icijorg
@barbalhofernand
@gijn

Top Mentioned in G10:
@djyungnas
@pulsarman325

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@el_universal_mx
@aaroncuddeback
@pollsstar
@beritagarid
@globeandmail
@nytimes
@skynews
@larossa05
@dwatchnews

Top Tweeters in G1:
@nytimes
@martingaedt
@spiegelonline
@abbat15
@57sergeeva
@fuerza_mundial
@lifewithnosense
@nzz
@jodeszgavilan
@xyletyle

Top Tweeters in G2:
@globeandmail
@bustanulis
@buzzfeed
@theeconomist
@temukonco
@margymaclibrary
@psychemedia
@propublica
@paulbradshaw
@leowmjw

Top Tweeters in G3:
@mwirigi
@watchdogdiva
@indeadline
@clearmapping
@bbbcccnnn
@albertocairo
@ccprakay
@surra
@jorquenlau
@kristinhenry

Top Tweeters in G4:
@skynews
@larossa05
@tagesspiegel
@kreisnagel
@stefansasse
@mahrko
@pa
@flueke
@hesselmann
@dneuerer

Top Tweeters in G5:
@tebenas
@rstatstweet
@garotadpi
@tarushijio
@sousasimoni
@styrriver
@kimjoaoun
@cuducos
@uira
@agenciapublica

Top Tweeters in G6:
@odio_nao
@onelag
@morenocris
@fabiolamariana
@__chicao__
@_barbier
@fullnam35087976
@lmonasterio
@cecillia
@tadeulipe

Top Tweeters in G7:
@dwatchnews
@latimes
@sejorg
@noz_de
@palewire
@shz_de
@svzonline
@tseymat
@fubits
@storybench

Top Tweeters in G8:
@fluglehrer
@fg68at
@moser_at
@rolirolihlahla
@lukassustala
@fin
@lehermayr
@susanneschnabl
@misssarahleo
@michaelmhofer

Top Tweeters in G9:
@pollsstar
@themainepain
@anamartinsgomes
@2ndleprechaun
@fangelico
@josebarrosviana
@seasunart
@icijorg
@greglbean
@despairfear

Top Tweeters in G10:
@sophiewarnes
@stourbridgenews
@oohrip
@davidottewell
@dirkliedtke
@skratchsociety1
@voxeuropit
@umarhassan96
@adjnamedslash
@djprecaution


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