#ddj, Twitter, 11/14/2019 4:56:05 PM, 216459


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#ddj_2019-11-14_05-26-26.xlsx
#ddj_2019-11-14_05-26-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2019
Short Description:
#ddj via NodeXL http://bit.ly/33LwovW
@gijn
@albertocairo
@annabehrend
@philninh
@theeconomist
@jangeorgplavec
@gijnru
@plateauton
@icijorg
@outsh1ned

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

Description:
Description
The graph represents a network of 634 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, 14 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, 19-hour, 4-minute period from Tuesday, 05 November 2019 at 02:09 UTC to Sunday, 10 November 2019 at 21:14 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 : 634
Unique Edges : 824
Edges With Duplicates : 234
Total Edges : 1058
Number of Edge Types : 3
Mentions : 932
Replies to : 18
Tweet : 108
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0505548705302096
Reciprocated Edge Ratio : 0.0962441314553991
Connected Components : 59
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 417
Maximum Edges in a Connected Component : 754
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.697811
Graph Density : 0.00212298353940228
Modularity : 0.724553
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 634 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, 14 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, 19-hour, 4-minute period from Tuesday, 05 November 2019 at 02:09 UTC to Sunday, 10 November 2019 at 21:14 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:
[36] 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://www.icij.org/blog/2019/11/what-is-datashare-frequently-asked-questions-about-our-document-analysis-software/
[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
[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:
[30] 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://gijn.org/2019/09/19/gijns-data-journalism-top-10-plastic-mountains-sharpiegate-stopwatch-analysis-collaborative-software/
[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://econ.trib.al/5d0aZ4j
[1] https://opportunities.codeforafrica.org/2019/10/11/social-media-producer-cape-town-south-africa/
[1] https://m.tagesspiegel.de/exiljournalisten-zum-mauerfall-jubilaeum-jede-mauer-sollte-abgebaut-werden/25204740.html

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:
[7] 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 G5:
[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 G6:
[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 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:
[44] gijn.org
[32] twitter.com
[11] instagram.com
[11] verigazeteciligi.com
[9] eventbrite.com
[8] icij.org
[7] google.com
[7] aljazeera.com
[7] medium.com
[6] github.com

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

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:
[8] icij.org

Top Domains in Tweet in G5:
[2] noz.de
[1] google.com
[1] archive.org
[1] sueddeutsche.de
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] m.sc
[1] globaleditorsnetwork.org
[1] civio.es

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:
[349] ddj
[72] dataviz
[37] opendata
[32] icijdatashare
[32] data
[30] datajournalism
[27] reporterpreis
[19] hasselhoff
[18] opensource
[16] startup



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

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:
[31] icijdatashare
[11] ddj
[1] paradisepapers
[1] implantfiles
[1] opensource
[1] datashare

Top Hashtags in Tweet in G5:
[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 G6:
[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 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:
[372] Words in Sentiment List#1: Positive
[153] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16796] Non-categorized Words
[17321] Total Words
[475] à
[439] ð
[351] #ddj
[265] ã
[173] ñ

Top Words in Tweet in G1:
[336] ð
[135] ñ
[62] #ddj
[57] 10
[48] gijn
[41] top
[21] ðµð
[18] в
[17] data
[16] ðºð

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:
[31] icijorg
[31] #icijdatashare
[16] analyze
[11] files
[11] #ddj
[11] securely
[11] set
[11] journalists
[10] built
[10] two

Top Words in Tweet in G5:
[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 G6:
[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 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
[45] 10,#ddj
[42] ñ,ñ
[42] top,10
[36] fã,r
[21] #ddj,#dataviz

Top Word Pairs in Tweet in G1:
[183] ð,ð
[88] ð,ñ
[76] ñ,ð
[44] 10,#ddj
[38] top,10
[30] ñ,ñ
[15] #ddj,gijn
[15] ð,ðµð
[13] https,t
[13] 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] icijorg,#icijdatashare
[10] two,kinds
[10] kinds,users
[10] individual,reporters
[10] securely,analyze
[10] analyze,set
[10] set,maybe
[10] maybe,secret
[10] secret,files
[10] files,without

Top Word Pairs in Tweet in G5:
[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 G6:
[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 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
@denizcemonduygu
@albertocairo
@gijnru
@univmiami
@bbcnews
@datajournalism

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:
@icijorg
@solineledesert
@windows
@linux
@apple

Top Mentioned in G5:
@js_mainz
@fvcastell
@datawrapper
@fiete_stegers
@annabehrend
@christophvonei
@graph_zahl
@cartocalypse
@noz_de
@gijn

Top Mentioned in G6:
@fexi
@stefanvoss
@geninnovate
@olalla_tunas
@maid_marianne
@dpa
@ifkmw
@gijn
@harrietclugston
@bertrandp

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:
@kinshasaweb
@santchiweb
@windows
@kimpy123
@chpsre
@themainepain
@prajnamu
@nubilasoles
@exposurejb
@anandstweets

Top Tweeters in G5:
@sz
@noz_de
@ojour_de
@tibor
@ichbinschoener
@oliverdasgupta
@nicolakuhrt
@martinhoffmann
@fiete_stegers
@cartocalypse

Top Tweeters in G6:
@dpa
@geninnovate
@naticarfi
@jpeebles
@civio
@robroc
@iff_or
@cabralens
@scheller_v
@maid_marianne

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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