#ddj, Twitter, 11/11/2019 1:41:56 PM, 216078


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#ddj_2019-11-11_05-26-25.xlsx
#ddj_2019-11-11_05-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 11, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2q0JwyJ
@gijn
@albertocairo
@annabehrend
@philninh
@theeconomist
@jangeorgplavec
@plateauton
@aleszubajak
@northeastern
@adventurejason

Top hashtags:
#ddj
#dataviz
#opendata
#data
#datajournalism
#reporterpreis
#icijdatashare
#hasselhoff

Description:
Description
The graph represents a network of 614 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, 11 November 2019 at 13:26 UTC.

The requested start date was Monday, 11 November 2019 at 01:01 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, 13-hour, 8-minute period from Tuesday, 05 November 2019 at 02:09 UTC to Sunday, 10 November 2019 at 15:18 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 : 614
Unique Edges : 799
Edges With Duplicates : 222
Total Edges : 1021
Number of Edge Types : 3
Mentions : 896
Tweet : 107
Replies to : 18
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.0510855683269476
Reciprocated Edge Ratio : 0.0972053462940462
Connected Components : 59
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 384
Maximum Edges in a Connected Component : 704
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.70152
Graph Density : 0.00218660828626236
Modularity : 0.727769
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 614 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, 11 November 2019 at 13:26 UTC.

The requested start date was Monday, 11 November 2019 at 01:01 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, 13-hour, 8-minute period from Tuesday, 05 November 2019 at 02:09 UTC to Sunday, 10 November 2019 at 15:18 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #ddj
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://gijn.org/2019/11/07/gijns-data-journalism-top-10-visualizing-philosophy-el-salvadors-violence-the-uks-john-bercow-mexican-bikes-and-russian-data/
[9] https://www.eventbrite.com/e/conferencia-how-charts-lie-tickets-75905466293
[7] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[7] https://twitter.com/ECONdailycharts/status/1191934062115598339
[7] https://medium.com/datadriveninvestor/are-hyperloops-good-investment-32281ebc58ae
[6] https://www.icij.org/blog/2019/11/what-is-datashare-frequently-asked-questions-about-our-document-analysis-software/
[5] http://www.verigazeteciligi.com/veri-gazeteciligi-araci-datawrapper-1-araliktan-itibaren-daha-fazla-ucretsiz-imkan-sunacak/
[4] https://github.com/raphadasilva/blog_rdasilva/blob/master/autodonnees/webscraping/scraper_du_html_en_python.ipynb
[4] https://docs.google.com/presentation/d/1TUzuDiLRayGnEAPfxKVGytFau-AyIOZOZjAN_k2Z3u0/edit#slide=id.g61cd00c7fd_0_140
[4] http://hasselfallas.com/2019/10/29/guadalajara-en-bici/

Top URLs in Tweet in G1:
[29] https://gijn.org/2019/11/07/gijns-data-journalism-top-10-visualizing-philosophy-el-salvadors-violence-the-uks-john-bercow-mexican-bikes-and-russian-data/
[4] http://hasselfallas.com/2019/10/29/guadalajara-en-bici/
[1] https://www.liga.net/society/opinion/jurnalistika-s-bolshoy-tsifry-kak-reporteram-vernut-doverie
[1] https://gijn.org/2019/10/31/gijns-data-journalism-top-10-dealing-brexit-following-the-money-swiss-greens-and-a-kyrgyz-park-scam/
[1] https://gijn.org/2019/05/23/gijns-data-journalism-top-10-moscow-garbage-mexican-homicide-eu-ideologies/
[1] https://twitter.com/gijn/status/1192865644359954432
[1] https://m.tagesspiegel.de/exiljournalisten-zum-mauerfall-jubilaeum-jede-mauer-sollte-abgebaut-werden/25204740.html
[1] https://econ.trib.al/5d0aZ4j
[1] https://opportunities.codeforafrica.org/2019/10/11/social-media-producer-cape-town-south-africa/

Top URLs in Tweet in G2:
[1] https://interaktiv.tagesspiegel.de/lab/mauerfall-89-19/
[1] http://www.tagesspiegel.de/unfallatlas-2018

Top URLs in Tweet in G3:
[9] https://www.eventbrite.com/e/conferencia-how-charts-lie-tickets-75905466293
[2] http://www.thefunctionalart.com/2019/10/updated-public-talk.html
[2] https://twitter.com/AlexSelbyB/status/1190330905556062209
[2] https://www.behance.net/FedericaFragapane
[1] http://www.thefunctionalart.com/2019/10/if-data-is-imperfect-why-isnt-visual.html
[1] http://www.thefunctionalart.com/2019/11/data-and-junk-in-our-lives.html
[1] https://www.visualisingdata.com/2019/11/the-little-of-visualisation-design-part-68/
[1] https://24.hu/
[1] https://24.hu/kultura/2019/11/10/csodas-oldal-mutatja-be-budapest-evezredes-tortenetet/
[1] https://atlo.team/budapestoskornapj/

Top URLs in Tweet in G4:
[2] https://www.noz.de/deutschland-welt/vermischtes/artikel/1925648/30-jahre-nach-dem-mauerfall-kleinkindbetreuung-in-ost-und-westdeutschland
[1] https://drive.google.com/file/d/1VS-z1udgoClJzOcdPOCHE-PvKjp7FWHb/view
[1] https://web.archive.org/web/20191005041615/http://uxblog.idvsolutions.com/2011/10/telling-truth.html
[1] https://projekte.sueddeutsche.de/artikel/wissen/klimawandel-der-winter-wird-kuerzer-e900173/?reduced=true
[1] https://twitter.com/Datawrapper/status/1190290921897832449

Top URLs in Tweet in G5:
[1] http://M.Sc
[1] https://www.globaleditorsnetwork.org/about-us/farewell/
[1] https://twitter.com/BenThePCGuy/status/1192536469065175040
[1] https://twitter.com/geninnovate/status/1192526073168310272
[1] https://datos.civio.es/
[1] https://twitter.com/civio/status/1192409321113636864

Top URLs in Tweet in G6:
[6] https://www.icij.org/blog/2019/11/what-is-datashare-frequently-asked-questions-about-our-document-analysis-software/
[1] https://www.icij.org/blog/2019/10/using-the-power-of-machines-to-complete-impossible-reporting-tasks/

Top URLs in Tweet in G7:
[1] https://smach.github.io/R4JournalismBook/booklinks.html
[1] https://revistaforum.com.br/blogs/dadoscope/a-face-quantitativa-de-uma-tragedia-ambiental/

Top URLs in Tweet in G8:
[1] https://datajournalism.com/read/longreads/data-journalism-a-guide-for-editors
[1] https://datajournalism.com/read/longreads/de-identification-for-data-journalists
[1] https://docs.google.com/forms/d/e/1FAIpQLScRPIYmO8Q1r28UQpJo-AT0H7Etkx0Om4biT4jL1TM29_2lWw/viewform
[1] https://datajournalism.com/read/newsletters
[1] https://onlinejournalismblog.com/2017/08/07/10-principles-for-data-journalism-in-its-second-decade/
[1] https://onlinejournalismblog.com/2019/05/23/ai-in-journalism-guidelines-on-reporting-uncertainty/
[1] https://www.slideshare.net/onlinejournalist/teaching-ai-in-data-journalism
[1] https://datajournalism.com/read/longreads/de-identification-for-data-journalists?fbclid=IwAR2uz4JjQfK_WBFy9oiKN0gTuCP-pIzlCoW25CHWGBu4wI-jmyKSyqPWanc

Top URLs in Tweet in G9:
[1] https://cj2020.northeastern.edu

Top URLs in Tweet in G10:
[7] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[42] gijn.org
[32] twitter.com
[11] instagram.com
[11] verigazeteciligi.com
[9] eventbrite.com
[7] google.com
[7] aljazeera.com
[7] icij.org
[7] medium.com
[6] github.com

Top Domains in Tweet in G1:
[31] gijn.org
[4] hasselfallas.com
[1] liga.net
[1] twitter.com
[1] tagesspiegel.de
[1] trib.al
[1] codeforafrica.org

Top Domains in Tweet in G2:
[2] tagesspiegel.de

Top Domains in Tweet in G3:
[9] eventbrite.com
[4] thefunctionalart.com
[2] twitter.com
[2] 24.hu
[2] behance.net
[1] visualisingdata.com
[1] atlo.team

Top Domains in Tweet in G4:
[2] noz.de
[1] google.com
[1] archive.org
[1] sueddeutsche.de
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] m.sc
[1] globaleditorsnetwork.org
[1] civio.es

Top Domains in Tweet in G6:
[7] icij.org

Top Domains in Tweet in G7:
[1] github.io
[1] com.br

Top Domains in Tweet in G8:
[4] datajournalism.com
[2] onlinejournalismblog.com
[1] google.com
[1] slideshare.net

Top Domains in Tweet in G9:
[1] northeastern.edu

Top Domains in Tweet in G10:
[7] aljazeera.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[342] ddj
[71] dataviz
[36] opendata
[31] data
[30] datajournalism
[27] reporterpreis
[26] icijdatashare
[19] hasselhoff
[16] startup
[16] startups



Top Hashtags in Tweet in G1:
[58] ddj
[14] data
[5] dataviz
[5] datajournalism
[4] elsalvador
[4] russia
[3] guadalajaenbici
[2] mexico
[2] southafrica
[2] guadalajara

Top Hashtags in Tweet in G2:
[19] hasselhoff
[15] wemgehã¶rtberlin
[15] reporterpreis
[6] ddj
[3] jotcon19
[2] jot
[1] ar
[1] tagesspiegel8919
[1] fahrradalltag

Top Hashtags in Tweet in G3:
[17] ddj
[17] dataviz
[9] infographics
[4] howchartslie
[4] map
[4] cartography
[3] budapest
[3] digitalhumanities
[2] visualjournalism
[2] infographic

Top Hashtags in Tweet in G4:
[20] ddj
[5] reporterpreis19
[4] 30jahremauerfall
[2] dataviz
[2] maps
[1] gijc19
[1] gijc2019
[1] data
[1] datenjournalismus
[1] yay

Top Hashtags in Tweet in G5:
[13] ddj
[5] datoscivio
[3] datajournalism
[2] reporterpreis
[2] journalism
[1] datajournalismawards
[1] data
[1] liberamoslosdatos
[1] periodismodedatos
[1] transparencia

Top Hashtags in Tweet in G6:
[25] icijdatashare
[10] ddj
[1] datashare
[1] paradisepapers
[1] implantfiles
[1] opensource

Top Hashtags in Tweet in G7:
[19] opendata
[5] ddj
[4] rstats
[2] data
[2] stats
[1] dataviz

Top Hashtags in Tweet in G8:
[12] iaesjlille
[9] ddj
[8] ai
[5] datajournalism
[4] conversationswithdata
[2] data
[1] editing
[1] privacy
[1] datasets

Top Hashtags in Tweet in G9:
[20] ddj
[5] datadrivento
[2] datajournalism

Top Hashtags in Tweet in G10:
[7] dataviz
[7] ddj

Top Words
Top Words in Tweet in Entire Graph:
[363] Words in Sentiment List#1: Positive
[153] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16371] Non-categorized Words
[16887] Total Words
[475] à
[439] ð
[344] #ddj
[265] ã
[173] ñ

Top Words in Tweet in G1:
[336] ð
[135] ñ
[58] #ddj
[53] 10
[44] gijn
[41] top
[21] ðµð
[17] data
[16] ðºð
[16] s

Top Words in Tweet in G2:
[51] plateauton
[41] â
[38] büro
[34] unsere
[20] da
[20] sie
[19] na
[19] wer
[19] steht
[19] denn

Top Words in Tweet in G3:
[32] albertocairo
[19] special
[18] two
[18] very
[18] guests
[18] 'how
[18] charts
[18] lie'
[18] presentation
[18] morning

Top Words in Tweet in G4:
[20] #ddj
[15] eine
[15] ihr
[14] liebe
[14] community
[14] kenne
[14] talentierte
[14] nachwuchsjournalistin
[14] herbst
[14] studium

Top Words in Tweet in G5:
[13] #ddj
[11] â
[10] journalism
[10] ðÿ
[10] datos
[9] data
[7] geninnovate
[5] fexi
[5] videoanalyse
[5] geolocation

Top Words in Tweet in G6:
[26] icijorg
[25] #icijdatashare
[16] analyze
[11] set
[11] files
[10] datashare
[10] #ddj
[10] â
[10] securely
[10] maybe

Top Words in Tweet in G7:
[20] da
[19] texto
[19] novo
[19] dadoscope
[19] dessa
[19] vez
[19] com
[19] ajuda
[19] #opendata
[19] tesouro

Top Words in Tweet in G8:
[12] datajournalism
[12] #iaesjlille
[11] whether
[10] journalists
[10] esjlille
[9] #ddj
[9] paulbradshaw
[8] data
[8] long
[8] information

Top Words in Tweet in G9:
[20] #ddj
[19] journalism
[18] reminder
[18] submit
[18] paper
[18] computation
[18] symposium
[18] re
[18] hosting
[18] northeastern

Top Words in Tweet in G10:
[12] recomiendo
[12] resumen
[12] historia
[12] onu
[12] destaca
[12] desastre
[12] causó
[12] partición
[12] palestina
[12] incapacidad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[428] à,à
[252] ð,ð
[110] ð,ñ
[95] ñ,ð
[95] ã,ã
[43] 10,#ddj
[42] top,10
[42] ñ,ñ
[36] fã,r
[21] data,driven

Top Word Pairs in Tweet in G1:
[183] ð,ð
[88] ð,ñ
[76] ñ,ð
[42] 10,#ddj
[38] top,10
[30] ñ,ñ
[15] ð,ðµð
[11] #ddj,gijn
[11] https,t
[11] t,co

Top Word Pairs in Tweet in G2:
[19] na,wer
[19] wer,steht
[19] steht,denn
[19] denn,da
[19] da,unserem
[19] unserem,büro
[19] büro,#hasselhoff
[19] #hasselhoff,man
[19] man,kann
[19] kann,sich

Top Word Pairs in Tweet in G3:
[18] two,very
[18] very,special
[18] special,guests
[18] guests,'how
[18] 'how,charts
[18] charts,lie'
[18] lie',presentation
[18] presentation,morning
[18] morning,barcelona
[18] barcelona,king

Top Word Pairs in Tweet in G4:
[14] liebe,#ddj
[14] #ddj,community
[14] community,kenne
[14] kenne,eine
[14] eine,talentierte
[14] talentierte,nachwuchsjournalistin
[14] nachwuchsjournalistin,herbst
[14] herbst,ihr
[14] ihr,studium
[14] studium,js_mainz

Top Word Pairs in Tweet in G5:
[5] videoanalyse,geolocation
[5] online,verifikationstraining
[5] verifikationstraining,stefanvoss
[5] stefanvoss,chief
[5] chief,verification
[5] verification,officer
[5] data,journalism
[5] journalism,awards
[5] ðÿ,ðÿ
[5] ðÿ,â

Top Word Pairs in Tweet in G6:
[10] securely,analyze
[10] analyze,set
[10] set,maybe
[10] maybe,secret
[10] secret,files
[10] files,without
[10] without,giving
[10] giving,data
[10] data,away
[10] away,#icijdatashare

Top Word Pairs in Tweet in G7:
[19] texto,novo
[19] novo,dadoscope
[19] dadoscope,dessa
[19] dessa,vez
[19] vez,com
[19] com,ajuda
[19] ajuda,#opendata
[19] #opendata,tesouro
[19] tesouro,nacional
[19] nacional,ibge

Top Word Pairs in Tweet in G8:
[10] #iaesjlille,esjlille
[7] long,role
[7] role,journalists
[7] journalists,uncover
[7] uncover,information
[7] information,whether
[7] whether,intended
[7] intended,accidental
[7] accidental,releases
[6] communicating,uncertainty

Top Word Pairs in Tweet in G9:
[18] reminder,submit
[18] submit,paper
[18] paper,computation
[18] computation,journalism
[18] journalism,symposium
[18] symposium,re
[18] re,hosting
[18] hosting,northeastern
[18] northeastern,#ddj
[18] #ddj,special

Top Word Pairs in Tweet in G10:
[12] recomiendo,resumen
[12] resumen,historia
[12] historia,onu
[12] onu,destaca
[12] destaca,desastre
[12] desastre,causó
[12] causó,partición
[12] partición,palestina
[12] palestina,incapacidad
[11] nabilum,recomiendo

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@plateauton
@albertocairo
@icijorg
@northeastern
@aleszubajak
@barbalhofernand
@datajournalism
@pensignal
@js_mainz

Top Mentioned in G1:
@gijn
@theeconomist
@hasselfallas
@novaya_gazeta
@albertocairo
@denizcemonduygu
@univmiami
@datajournalism
@redkollegiaprix
@graphext

Top Mentioned in G2:
@plateauton
@jangeorgplavec
@teralytics
@decorrespondent
@zaubarapp
@jotcon19
@destatis
@vicari
@ibuckow
@lancasteruni

Top Mentioned in G3:
@albertocairo
@visualisingdata
@undertheraedar
@atloteam
@behance
@aleszubajak
@northeastern
@fedfragapane

Top Mentioned in G4:
@js_mainz
@fvcastell
@datawrapper
@fiete_stegers
@annabehrend
@christophvonei
@graph_zahl
@cartocalypse
@noz_de
@gijn

Top Mentioned in G5:
@fexi
@stefanvoss
@geninnovate
@olalla_tunas
@maid_marianne
@dpa
@ifkmw
@gijn
@harrietclugston
@bertrandp

Top Mentioned in G6:
@icijorg
@solineledesert
@windows
@linux
@apple

Top Mentioned in G7:
@barbalhofernand
@cpintopm
@jessicahuseman
@jared_whalen
@newsnerdrepos
@sharon000
@mikestucka
@england_rob_
@defragovuk

Top Mentioned in G8:
@datajournalism
@esjlille
@paulbradshaw
@tjrkent
@maudbeelman
@j_la28
@vojtechsedlak
@gijn

Top Mentioned in G9:
@northeastern
@aleszubajak
@wihbey
@nujournalism
@humbermediaarts
@datajournalism
@cbcnews
@kitkolb

Top Mentioned in G10:
@nabilum
@ajlabs
@ajenglish

Top Tweeters
Top Tweeters in Entire Graph:
@startupsbot
@kinshasaweb
@santchiweb
@thouautumn
@reuters
@bbcnews
@nytimes
@skynews
@dwatchnews
@washingtonpost

Top Tweeters in G1:
@thouautumn
@reuters
@bbcnews
@skynews
@dwatchnews
@elsalvadorcom
@theeconomist
@technojederbig
@liganet
@novaya_gazeta

Top Tweeters in G2:
@washingtonpost
@frisch_fish
@tagesspiegel
@hesselmann
@tspleute
@heimatneue
@wikinaut
@lancasteruni
@stevanwyler
@tspberlin

Top Tweeters in G3:
@gilbertoleon
@iconicimagery
@albertocairo
@johnhornor
@visualisingdata
@ladysuzelle
@jvrufinoinq
@liliasaul
@dann_acosta
@borjaechevarria

Top Tweeters in G4:
@sz
@noz_de
@ojour_de
@tibor
@ichbinschoener
@oliverdasgupta
@nicolakuhrt
@martinhoffmann
@fiete_stegers
@cartocalypse

Top Tweeters in G5:
@dpa
@geninnovate
@naticarfi
@jpeebles
@civio
@robroc
@iff_or
@cabralens
@scheller_v
@maid_marianne

Top Tweeters in G6:
@kinshasaweb
@santchiweb
@windows
@kimpy123
@chpsre
@themainepain
@prajnamu
@anandstweets
@karin_n1723
@corinne_podger

Top Tweeters in G7:
@danielbrasilia
@rstatstweet
@showdomolhao
@followlori
@jessicahuseman
@mikestucka
@uira
@lmonasterio
@governoabertodf
@defragovuk

Top Tweeters in G8:
@bbbcccnnn
@fangelico
@paulbradshaw
@jamesalananslow
@dianekemp1
@teachguz
@hendrosubagyo
@advocassembly
@letzi83
@ohmyshambles

Top Tweeters in G9:
@cbcnews
@margymaclibrary
@luisarmandopq
@northeastern
@aleszubajak
@storybench
@ndiakopoulos
@cephillips
@gurmanbhatia
@humbermediaarts

Top Tweeters in G10:
@ajenglish
@pradopicon
@elecel1942
@fgalindoh
@simangeo
@michaelmend2015
@philisteo
@verenareutemann
@rakdxni
@joh_nnos


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