#ddj, Twitter, 9/9/2019 9:04:31 AM, 209165


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#ddj_2019-09-09_01-57-02.xlsx
#ddj_2019-09-09_01-57-02.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 09, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2PVKJDC
@gijn
@albertocairo
@gijnru
@jcarlosjramirez
@funkeinteraktiv
@puntofisso
@plateauton
@nicolakuhrt
@the_claus
@hasselfallas

Top hashtags:
#ddj
#dataviz
#infographics
#vg
#data
#verigazeteciliği
#opendata
#howchartslie

Description:
Description
The graph represents a network of 589 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, 09 September 2019 at 08:57 UTC.

The requested date range was from Monday, 02 September 2019 at 00:00 UTC through Monday, 09 September 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 56-minute period from Monday, 02 September 2019 at 00:21 UTC to Sunday, 08 September 2019 at 14:18 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 : 589
Unique Edges : 768
Edges With Duplicates : 260
Total Edges : 1028
Self-Loops : 148
Reciprocated Vertex Pair Ratio : 0.0602409638554217
Reciprocated Edge Ratio : 0.113636363636364
Connected Components : 60
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 398
Maximum Edges in a Connected Component : 791
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.336404
Graph Density : 0.00228682304840442
Modularity : 0.646441
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[16] http://www.thefunctionalart.com/2019/09/explaining-visualizations-in-new-york.html
[7] https://datajournalism.com/read/newsletters/learn-to-code-like-a-journalist
[4] https://gijn.org/2019/08/29/gijns-data-journalism-top-10-burning-amazon-mass-shootings-hungarian-kings/
[4] http://puntofisso.net/newsletter/
[4] https://interaktiv.tagesspiegel.de/lab/waehlerwanderung-brandenburg/
[4] http://www.verigazeteciligi.com/morp-sayesinde-veri-ile-sanatsal-gorseller-tasarlayabilirsiniz/
[4] https://twitter.com/xangregg/status/1168549306741268480
[4] https://www.nytimes.com/interactive/2019/08/29/opinion/hurricane-dorian-forecast-map.html
[4] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html

Top URLs in Tweet in G1:
[18] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[4] http://puntofisso.net/newsletter/
[2] https://gijn.org/2019/09/03/unicorns-and-superpowers-lessons-from-data-journalism-in-portugal/
[1] https://twitter.com/ericwilliamlin/status/1165032398276481025
[1] https://gijn.org/2019/08/29/gijns-data-journalism-top-10-burning-amazon-mass-shootings-hungarian-kings/
[1] https://stateofopendata.od4d.net/chapters/stakeholders/journalists-media.html
[1] https://twitter.com/poynter/status/1167157471317770242

Top URLs in Tweet in G2:
[16] http://www.thefunctionalart.com/2019/09/explaining-visualizations-in-new-york.html
[4] https://www.nytimes.com/interactive/2019/08/29/opinion/hurricane-dorian-forecast-map.html
[4] https://twitter.com/xangregg/status/1168549306741268480
[4] http://www.thefunctionalart.com/2019/08/why-we-dont-visualize-uncertainty.html
[3] https://twitter.com/JessicaHullman/status/1168891120878854146
[3] http://www.thefunctionalart.com/2019/08/the-emotional-journey-of-designing.html
[3] http://www.thefunctionalart.com/2019/09/upcoming-public-talks-calgary-this.html
[2] https://www.r-bloggers.com/how-to-do-tamil-text-analysis-nlp-in-r/
[2] https://twitter.com/tylermorganwall/status/1169234979081117697
[2] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html

Top URLs in Tweet in G3:
[9] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[3] https://gijn.org/2019/08/29/gijns-data-journalism-top-10-burning-amazon-mass-shootings-hungarian-kings/
[1] https://www.nytimes.com/2019/09/03/upshot/why-euthanasia-rates-at-animal-shelters-have-plummeted.html
[1] https://www.nytimes.com/2019/09/03/opinion/dogs-spaying-neutering.html
[1] https://medium.com/multiple-views-visualization-research-explained/theydrawit-an-authoring-tool-for-belief-driven-visualization-b3267a001480

Top URLs in Tweet in G4:
[4] https://interaktiv.tagesspiegel.de/lab/waehlerwanderung-brandenburg/
[1] https://twitter.com/Michael_Gegg/status/1168525571007139841
[1] https://digitalpresent.tagesspiegel.de/wie-die-us-waffenlobby-abgeordnete-benotet
[1] https://interaktiv.tagesspiegel.de/lab/landtagswahl-sachsen-2019/
[1] https://interaktiv.tagesspiegel.de/lab/landtagswahl-brandenburg-2019/
[1] http://www.tagesspiegel.de/unfallatlas-2018

Top URLs in Tweet in G5:
[1] https://interaktiv.morgenpost.de/landtagswahl-2019-sachsen-wahlkarte/
[1] https://funkeinteraktiv.github.io/geo-data-merger/
[1] https://interaktiv.morgenpost.de/landtagswahl-2019-sachsen-analyse/
[1] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html

Top URLs in Tweet in G6:
[1] https://medium.com/@ToTheVictor/tipsheet-excellence-in-journalism-2019-data-viz-mobile-reporting-social-tools-41795813354e
[1] https://twitter.com/datenguide/status/1169900690061217792
[1] https://www.mega-hertz.fr/ddj-rr-pioneer-pc14024.html
[1] https://www.nytimes.com/interactive/2019/07/08/upshot/nyc-subway-variability-calculator.html
[1] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[1] https://www.instagram.com/p/B2CDqprnyKt/?igshid=1xb37dib3u2qe
[1] https://www.instagram.com/p/B2AZ_LQnMlR/?igshid=1ewm4s4lrcjr6
[1] https://source.opennews.org/articles/journalism-childcare-conference/
[1] https://ria.ru/20190827/1557791436.html
[1] https://noda.media/noda-awards/

Top URLs in Tweet in G7:
[1] https://twitter.com/GuardianVisuals/status/1168482435299991552
[1] https://www.cnbc.com/2019/09/01/microsoft-releases-excel-xlookup-feature-spreadsheet-jockeys-rejoice.html
[1] https://www.ndr.de/nachrichten/hamburg/Umfrage-Wohnen-Wie-zufrieden-sind-Sie,buergergipfelwohnen106.html
[1] http://www.ard.de/home/themenwoche/ARD_Themenwoche_Im_Namen_des_Users/4988474/index.html
[1] https://twitter.com/NZZ/status/1169882930967175168
[1] https://docs.google.com/presentation/d/1H-IpJqq6LswKvkET2E24-NIyhCBE-9t0m8253WveFQE/edit?usp=sharing
[1] http://www.reporter-forum.de/

Top URLs in Tweet in G8:
[2] http://hasselfallas.com/2019/09/02/que-nos-hace-felices-una-infografia-para-ressponderlo/
[1] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html

Top URLs in Tweet in G9:
[4] https://datajournalism.com/read/newsletters/learn-to-code-like-a-journalist
[3] http://r.thinkbrigade.org/mk/mr/RLLnoxC69U4q4r42jDwpa1vCt-iHiblYSlXdHH5vRrJQ5b6bOedFvE0X9dvgHEo20zvorQaRwpOJVkVRVR-EaQbdxbl1j_M9WiG3eaFV
[1] https://newsimpact.io/registration/academy
[1] https://datajournalism.com/read/handbook/two/assembling-data/alternative-data-practices-in-china
[1] https://datajournalism.com/read/longreads/hard-data-and-soft-statistics-a-guide-to-critical-reporting
[1] https://datajournalism.com/watch/charting-tools-for-the-newsroom
[1] https://docs.google.com/forms/d/e/1FAIpQLSfWs4jSP6Ti6dOfpdgN1xMObDCMBoznUk7g80Iv4QblibOYeg/viewform

Top URLs in Tweet in G10:
[2] https://warninggraphiccontent.tumblr.com/post/187529336916/6-september-2019

Top Domains
Top Domains in Tweet in Entire Graph:
[44] verigazeteciligi.com
[37] gijn.org
[36] twitter.com
[32] thefunctionalart.com
[14] instagram.com
[11] datajournalism.com
[8] tagesspiegel.de
[7] nytimes.com
[6] medium.com
[5] ow.ly

Top Domains in Tweet in G1:
[21] gijn.org
[4] puntofisso.net
[2] twitter.com
[1] od4d.net

Top Domains in Tweet in G2:
[30] thefunctionalart.com
[11] twitter.com
[4] nytimes.com
[2] r-bloggers.com
[1] scientificamerican.com
[1] typepad.com

Top Domains in Tweet in G3:
[12] gijn.org
[2] nytimes.com
[1] medium.com

Top Domains in Tweet in G4:
[8] tagesspiegel.de
[1] twitter.com

Top Domains in Tweet in G5:
[2] morgenpost.de
[1] github.io
[1] thefunctionalart.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] instagram.com
[1] medium.com
[1] mega-hertz.fr
[1] nytimes.com
[1] gijn.org
[1] opennews.org
[1] ria.ru
[1] noda.media

Top Domains in Tweet in G7:
[2] twitter.com
[1] cnbc.com
[1] ndr.de
[1] ard.de
[1] google.com
[1] reporter-forum.de

Top Domains in Tweet in G8:
[2] hasselfallas.com
[1] thefunctionalart.com

Top Domains in Tweet in G9:
[7] datajournalism.com
[3] thinkbrigade.org
[1] newsimpact.io
[1] google.com

Top Domains in Tweet in G10:
[2] tumblr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[362] ddj
[187] dataviz
[45] infographics
[42] vg
[29] data
[25] verigazeteciliği
[22] opendata
[21] howchartslie
[20] verigörselleştirme
[18] sachsen



Top Hashtags in Tweet in G1:
[44] ddj
[11] data
[8] dataviz
[7] opendata
[6] civictech
[4] transport
[3] vizrisk
[3] jotcon19
[2] journocoder
[1] infographics

Top Hashtags in Tweet in G2:
[50] dataviz
[37] ddj
[33] infographics
[21] howchartslie
[3] nptech
[1] dataequity

Top Hashtags in Tweet in G3:
[17] ddj
[4] vizrisk
[3] эксперимент
[3] dataviz
[1] журнокодер
[1] ураганов
[1] конфиденциальность
[1] дефицита
[1] воды

Top Hashtags in Tweet in G4:
[10] ddj
[10] brandenburg
[9] dataviz
[6] sachsen
[5] nichtwähler
[4] ltwbb19
[3] waehlerwanderung
[2] landtagswahlen
[2] thread
[1] datenspiegel

Top Hashtags in Tweet in G5:
[29] ddj
[11] dataviz
[9] infographics
[8] e2d3
[8] excel
[8] d3js
[8] github
[8] data
[8] datavizualization
[8] javascript

Top Hashtags in Tweet in G6:
[23] ddj
[5] streamcreateexperience
[4] dj
[3] dataviz
[2] pioneer
[2] djlife
[2] pcdj
[2] techno
[2] hause
[2] テクノ

Top Hashtags in Tweet in G7:
[22] ddj
[10] dataviz
[4] newsgame
[3] reporterpreis
[2] datajconf
[1] sverweis
[1] excel
[1] scicar19

Top Hashtags in Tweet in G8:
[4] infografía
[3] dataviz
[3] ddj
[2] infographics
[1] méxico
[1] perú
[1] colombia
[1] brasil
[1] happiness
[1] data

Top Hashtags in Tweet in G9:
[7] ddj
[6] data
[4] metrics
[2] datajournalism
[2] china
[1] analytics
[1] coding
[1] datahandbook
[1] stats
[1] charts

Top Hashtags in Tweet in G10:
[5] dataviz
[5] ddj
[5] opendata

Top Words
Top Words in Tweet in Entire Graph:
[255] Words in Sentiment List#1: Positive
[186] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13863] Non-categorized Words
[14304] Total Words
[362] #ddj
[187] #dataviz
[130] data
[64] albertocairo
[64] gijn

Top Words in Tweet in G1:
[44] #ddj
[40] র
[38] data
[35] gijn
[32] 10
[31] top
[22] ন
[20] য
[18] স
[16] ত

Top Words in Tweet in G2:
[55] albertocairo
[50] #dataviz
[41] new
[37] #ddj
[33] #infographics
[23] post
[21] #howchartslie
[18] york
[18] times
[16] visualizations

Top Words in Tweet in G3:
[22] gijn
[20] данных
[17] топ
[17] 10
[17] #ddj
[16] в
[12] eng
[11] https
[11] t
[11] co

Top Words in Tweet in G4:
[42] afd
[25] zur
[25] wählerwanderung
[22] vor
[22] allem
[20] michael_gegg
[16] gibt
[15] gestiegene
[15] wahlbeteiligung
[15] brandenburg

Top Words in Tweet in G5:
[29] #ddj
[22] funkeinteraktiv
[21] #data
[15] maps
[15] parliament
[14] interactive
[14] election
[14] show
[14] single
[14] vote

Top Words in Tweet in G6:
[23] #ddj
[20] section
[18] ddj
[15] 200
[10] layout
[10] 0
[10] 1
[5] wedj
[5] tutorials
[5] overview

Top Words in Tweet in G7:
[22] #ddj
[10] #dataviz
[9] halukamb
[9] lot
[9] work
[9] published
[9] story
[9] bad
[9] research
[9] china

Top Words in Tweet in G8:
[21] hasselfallas
[19] qué
[19] nos
[19] hace
[19] felices
[19] ningún
[19] otro
[19] país
[19] argentina
[19] amistades

Top Words in Tweet in G9:
[16] datajournalism
[11] feature
[10] data
[9] tools
[8] fast
[8] easy
[8] use
[8] low
[8] cost
[8] criteria

Top Words in Tweet in G10:
[5] week's
[5] #dataviz
[5] #ddj
[5] #opendata
[5] links
[3] courtesy
[3] instituteforgov
[3] matt_bevington
[3] monachalabi
[3] maxcroser

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] #ddj,#dataviz
[44] 10,#ddj
[38] top,10
[37] #infographics,#ddj
[36] #dataviz,#infographics
[35] #dataviz,#ddj
[33] #ddj,#vg
[25] zur,wählerwanderung
[25] new,post
[22] vor,allem

Top Word Pairs in Tweet in G1:
[32] 10,#ddj
[31] top,10
[12] new,top
[12] #ddj,everything
[12] everything,online
[12] online,logged
[12] logged,obscene
[12] obscene,detail
[12] detail,privacy
[12] privacy,nytopinion

Top Word Pairs in Tweet in G2:
[33] #dataviz,#infographics
[33] #infographics,#ddj
[23] new,post
[21] #howchartslie,#dataviz
[18] new,york
[18] york,times
[17] albertocairo,new
[15] explaining,visualizations
[15] visualizations,new
[15] times,npr

Top Word Pairs in Tweet in G3:
[17] топ,10
[11] #ddj,gijn
[11] eng,https
[11] https,t
[11] t,co
[10] 10,#ddj
[10] журналистики,данных
[9] в,топ
[7] 10,журналистики
[7] данных,gijn

Top Word Pairs in Tweet in G4:
[25] zur,wählerwanderung
[22] vor,allem
[15] gestiegene,wahlbeteiligung
[15] wahlbeteiligung,brandenburg
[15] brandenburg,nützt
[15] nützt,vor
[15] allem,afd
[15] afd,gibt
[15] gibt,details
[15] details,zur

Top Word Pairs in Tweet in G5:
[14] interactive,election
[14] election,maps
[14] maps,show
[14] show,single
[14] single,vote
[14] vote,parliament
[14] parliament,elections
[14] elections,brandenburg
[14] brandenburg,sachsen
[14] sachsen,#ddj

Top Word Pairs in Tweet in G6:
[15] ddj,200
[10] section,1
[5] 200,wedj
[5] wedj,tutorials
[5] tutorials,ddj
[5] 200,overview
[5] overview,know
[5] know,layout
[5] layout,controls
[5] controls,functions

Top Word Pairs in Tweet in G7:
[9] lot,work
[9] work,published
[9] published,#ddj
[9] #ddj,#dataviz
[9] #dataviz,story
[9] story,bad
[9] bad,research
[9] research,china
[9] china,become
[9] become,problem

Top Word Pairs in Tweet in G8:
[19] qué,nos
[19] nos,hace
[19] hace,felices
[19] felices,ningún
[19] ningún,otro
[19] otro,país
[19] país,argentina
[19] argentina,amistades
[19] amistades,influyen
[19] influyen,tanto

Top Word Pairs in Tweet in G9:
[8] fast,easy
[8] easy,use
[8] use,low
[8] low,cost
[8] cost,criteria
[8] criteria,looked
[8] looked,choosing
[8] choosing,tools
[8] tools,feature
[8] feature,entry

Top Word Pairs in Tweet in G10:
[5] week's,#dataviz
[5] #dataviz,#ddj
[5] #ddj,#opendata
[5] #opendata,links
[3] links,courtesy
[3] courtesy,instituteforgov
[3] instituteforgov,matt_bevington
[3] matt_bevington,monachalabi
[3] monachalabi,maxcroser
[3] warninggraphicc,week's

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@albertocairo
@funkeinteraktiv
@dagmedyaveri
@hasselfallas
@datajournalism
@michael_gegg
@fmanjoo
@plateauton
@puddingviz

Top Mentioned in G1:
@gijn
@fmanjoo
@nytopinion
@puntofisso
@washingtonpost
@albertocairo
@nadiehbremer
@talaschlossberg
@wriaqueduct
@wloosen

Top Mentioned in G2:
@albertocairo
@datassist
@jessicahullman
@stuartathompson
@sciam
@ducroquet
@datajournalism
@talaschlossberg
@junkcharts

Top Mentioned in G3:
@gijn
@nytimes
@gijnru
@grafiti_io
@fmanjoo
@clombion
@wwwproektmedia
@albertocairo
@nytopinion
@bonnieberkowitz

Top Mentioned in G4:
@michael_gegg
@plateauton
@helenawittlich
@tagesspiegel
@rka
@_davidmeidinger
@fabianloehe
@t
@destatis

Top Mentioned in G5:
@funkeinteraktiv
@e2d3org
@the_claus
@gijnru
@gijn
@su
@hasselfallas
@albertocairo

Top Mentioned in G7:
@halukamb
@fvcastell
@ardde
@the_claus
@ndr
@fexi
@scicar17ff
@drenkhahnk
@tsingelnstein
@datawrapper

Top Mentioned in G8:
@hasselfallas
@albertocairo
@gijn

Top Mentioned in G9:
@datajournalism
@ejcnet
@code4africa
@c
@maryjowebster
@africacheck
@mjerven
@maartenzam

Top Mentioned in G10:
@instituteforgov
@matt_bevington
@monachalabi
@maxcroser
@warninggraphicc
@ftdata
@acjsissons
@bbgvisualdata
@xangregg

Top Tweeters
Top Tweeters in Entire Graph:
@andreasandy3131
@scheerenberger
@nytimes
@washingtonpost
@mdraktuell
@newilluminatus
@ap
@znmeb
@daurmith
@tagesspiegel

Top Tweeters in G1:
@washingtonpost
@digiphile
@nytopinion
@a_w_h_i_u
@sav_gr
@clearmapping
@bbbcccnnn
@michaelroston
@ihaveargyles
@puntofisso

Top Tweeters in G2:
@maelorin
@albertocairo
@clancynewyork
@sciam
@kristinhenry
@bondparkerbond
@rasagy
@navsaria
@tslumley
@storybench

Top Tweeters in G3:
@nytimes
@znmeb
@57sergeeva
@ronyeap
@worldresources
@attilabatorfy
@gchenais
@mapbox
@aendrew
@ceostroff

Top Tweeters in G4:
@tagesspiegel
@lintlvieno
@fritzquincke
@jrehborn
@heimatneue
@redskinsberlin
@fubits
@minderer_riese
@rka
@kkklawitter

Top Tweeters in G5:
@startupbulletin
@nvsdata
@teamofindore
@rukku
@visualisingdata
@miskaknapek
@balicea1
@nicolakuhrt
@napo
@jordantzvetkov

Top Tweeters in G6:
@ulrikamhedman
@endlosvorrate
@uk_endless
@cadat
@carolineribeiro
@lieferungen_ch
@abreak4mommy
@drzax
@janeggers
@ardzdf_akademie

Top Tweeters in G7:
@ndr
@ardde
@sfkeller
@robinkwong
@the_claus
@mirkolorenz
@nzzvisuals
@halukamb
@philninh
@fvcastell

Top Tweeters in G8:
@valavb
@rusosnith
@sebasierra90s
@aksana_belarus
@vrodes
@matydisanti
@yanipaper
@moaimx
@palermonline
@manupodetti

Top Tweeters in G9:
@margymaclibrary
@air_landscape_x
@h2cm
@africacheck
@datatheism
@maartenzam
@ejcnet
@ccabezas
@idigdata
@maryjowebster

Top Tweeters in G10:
@peterkwells
@instituteforgov
@odihq
@gavinfreeguard
@fryrsquared
@bbgvisualdata
@maxcroser
@monachalabi
@nwspk
@tmcw


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