#ddj, Twitter, 3/25/2019 7:58:11 AM, 191591


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#ddj_2019-03-25_00-49-51.xlsx
#ddj_2019-03-25_00-49-51.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 25, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2U7zUPB
@ddjournalism
@gijnru
@fexi
@geninnovate
@maid_marianne
@journocode
@bbbcccnnn
@dataandme
@ddj_bw
@gijn

Top hashtags:
#ddj
#dataviz
#opendata
#datajournalismawards
#datajournalism
#data
#vg
#jobalert
#periodictable
#history

Description:
Description
The graph represents a network of 839 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, 25 March 2019 at 07:50 UTC.

The requested date range was from Monday, 18 March 2019 at 00:00 UTC through Monday, 25 March 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 14-hour, 1-minute period from Monday, 18 March 2019 at 00:13 UTC to Sunday, 24 March 2019 at 14:15 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 : 839
Unique Edges : 1290
Edges With Duplicates : 357
Total Edges : 1647
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.0454545454545455
Reciprocated Edge Ratio : 0.0869565217391304
Connected Components : 62
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 549
Maximum Edges in a Connected Component : 1213
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.464817
Graph Density : 0.0018973604785786
Modularity : 0.686942
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://gijn.org/2019/03/21/gijns-data-journalism-top-10-frances-shocking-yellow-vest-injuries-yield-curve-music-migration-maps/
[24] https://journocode.com/data-journalism-tools/
[20] https://www.edwardtufte.com/bboard/q-and-a-fetch-msg?msg_id=0002w4
[16] http://www.storybench.org/why-sharon-machlis-wrote-a-book-on-r-for-journalists/
[8] https://www.tagesanzeiger.ch/leben/gesellschaft/So-populistisch-sind-unsere-Leser/story/13056995
[7] https://datajournalismawards.org/slack/
[7] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/
[5] https://gijn.org/2019/03/14/gijns-data-journalism-top-10-new-tools-for-chartmaking-and-sonification-3d-data-hedgehog-maps-editable-spreadsheet-images/
[5] http://4.Data
[5] https://twitter.com/newtral/status/1107715069884944384

Top URLs in Tweet in G1:
[29] https://gijn.org/2019/03/21/gijns-data-journalism-top-10-frances-shocking-yellow-vest-injuries-yield-curve-music-migration-maps/
[5] https://gijn.org/2019/03/14/gijns-data-journalism-top-10-new-tools-for-chartmaking-and-sonification-3d-data-hedgehog-maps-editable-spreadsheet-images/
[4] https://www.bbc.co.uk/news/uk-47414500
[3] https://gijn.org/2019/03/20/earthquakes-floods-vanishing-schools-missing-kids-the-years-top-data-journalism-from-china/
[3] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/
[2] https://journocode.com/data-journalism-tools/
[2] https://twitter.com/abtran/status/1107729993730277381
[1] https://gijn.org/2019/03/19/how-machine-learning-can-and-cant-help-journalists/
[1] http://www.storybench.org/why-sharon-machlis-wrote-a-book-on-r-for-journalists/
[1] https://medium.com/@matthew_daniels/state-of-the-pudding-2019-3562f80b503d

Top URLs in Tweet in G2:
[22] https://journocode.com/data-journalism-tools/
[15] http://www.storybench.org/why-sharon-machlis-wrote-a-book-on-r-for-journalists/
[2] https://timogrossenbacher.ch/2019/03/big-data-journalism-with-spark-and-r/
[1] https://twitter.com/storybench/status/1107730753046147074
[1] https://github.com/mkearney/rtweet-workshop
[1] https://pudding.cool/2019/03/hype/
[1] https://journocode.com/2019/03/21/data-journalism-awards-2019-gen-winning-tips-jury/
[1] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/
[1] http://www.storybench.org/from-deep-learning-to-clean_names-resources-from-data-journalism-in-r/

Top URLs in Tweet in G3:
[1] https://medium.com/we-are-the-european-journalism-centre/how-to-make-the-first-steps-in-journalism-fc63c0f3a256
[1] https://alephdata.github.io/followthemoney/
[1] https://datajournalismhandbook.org/handbook/two/organising-data-journalism/data-journalisms-entanglements-with-civic-tech
[1] https://flowingdata.com/2019/03/12/twotone-is-a-tool-to-sonify-your-data/
[1] https://medium.com/devsdesign/4-reasons-why-you-should-design-without-color-first-c0e38180f689
[1] https://blog.prototypr.io/mapbreaking-22bb9785e7a4/
[1] https://ww3.unipark.de/uc/cross-border_journalism/
[1] http://r.thinkbrigade.org/mk/mr/B0FC0De_qYHrMHFEZw2Y0aK6hPwEpmW-n-LpgC2rSVWaQjnHwb_bMVOE-KEgfwQZbzACIuDawbI1w3oCHt0a1Zfo9k2nKv3DDbbqpJV4
[1] https://brechageneromusicaprofesional.aranzazucruz.com/

Top URLs in Tweet in G4:
[4] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/
[4] http://4.Data
[3] https://mailchi.mp/e8276ca9548b/veri-bulteni
[3] https://link.medium.com/tidhc0wKSU
[3] http://datastori.es/simulated-dendrochronology-of-u-s-immigration-with-pedro-cruz-and-john-wihbey/#t=00:00
[3] http://www.storybench.org/from-deep-learning-to-clean_names-resources-from-data-journalism-in-r/
[3] https://www.r-bloggers.com/pivoting-data-frames-just-got-easier-thanks-to-pivot_wide-and-pivot_long/
[3] http://www.verigazeteciligi.com/yeni-baslayanlar-icin-workbenchdatadan-veri-gazeteciligi-egitimleri/
[3] http://www.verigazeteciligi.com/dunya-genelinde-veri-gorsellestirme-egitimleri-veren-universiteler/
[3] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/

Top URLs in Tweet in G5:
[2] http://datajconf.com/#submissions
[1] https://futureofmedia.ukw.edu.pl/jednostka/the-future-od-media/about-conferencje
[1] https://twitter.com/ddj_bw/status/1107584956488970242
[1] https://twitter.com/Maid_Marianne/status/1108007058270572545
[1] https://www.uni-hamburg.de/en/uhh/stellenangebote/professuren/18-04-19-w2-2297-eng.pdf
[1] http://www.uni-passau.de/universitaet/universitaetsmedien/veranstaltungskalender/termin/2019/maerz/21/formate-des-datenjournalismus-aus-sicht-von-journalismus-informatik-und-recht/?no_cache=1&tx_cal_controller[view]=event&tx_cal_controller[type]=tx_cal_phpicalendar&cHash=b6bd46286e86f0c886f28a384067fc01
[1] https://twitter.com/ddjournalism/status/1107106296916926465
[1] https://twitter.com/eijcDataharvest/status/1108009916881690624
[1] https://www.svt.se/datajournalistik/
[1] https://twitter.com/Maid_Marianne/status/1107939558056972288

Top URLs in Tweet in G6:
[1] https://opportunities.codeforafrica.org/2019/03/15/dataviz-infographics-design-fellow-lagos-kampala-or-nairobi/?platform=hootsuite
[1] https://ft.trib.al/ozYE8D9

Top URLs in Tweet in G7:
[3] http://ddjbw.de/2019/03/12/fuer-offene-wahldaten-noch-am-wahlabend/
[3] https://twitter.com/ddj_bw/status/1107584956488970242
[3] http://visidata.org/
[1] http://ddjbw.de/2019/03/20/naechstes-treffen-26-maerz-2019/
[1] https://dl.acm.org/citation.cfm?id=3298918
[1] https://recordlinkage.readthedocs.io/en/latest/

Top URLs in Tweet in G8:
[7] https://datajournalismawards.org/slack/
[5] https://twitter.com/EdjNet/status/1108668815209086976
[2] https://voxeurop.eu/en/2019/europe-2020-strategy-5122776
[2] https://www.dw.com/en/data/t-43091100
[1] https://datajournalismawards.org/projects/
[1] https://voxeurop.eu/en/2019/islam-europe-5122647
[1] https://voxeurop.eu/en/2019/european-union-neighbors-5122783
[1] https://voxeurop.eu/en/2019/europe-5122589
[1] https://voxeurop.eu/en/2019/meat-5122749
[1] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/?utm_source=Global+Editors+Network+(GEN)&utm_campaign=2446268306-EMAIL_CAMPAIGN_2017_11_17_COPY_01&utm_medium=email&utm_term=0_ea0c717000-2446268306-149951053

Top URLs in Tweet in G9:
[2] https://www.behance.net/gallery/76461997/The-Geography-of-Human-Rights
[1] https://www.sciencefocus.com/science/which-elements-are-in-danger-of-running-out/

Top Domains
Top Domains in Tweet in Entire Graph:
[47] twitter.com
[39] gijn.org
[37] herodote.net
[25] journocode.com
[23] verigazeteciligi.com
[22] storybench.org
[20] edwardtufte.com
[18] datajournalismawards.org
[15] medium.com
[15] voxeurop.eu

Top Domains in Tweet in G1:
[39] gijn.org
[4] co.uk
[3] twitter.com
[3] datajournalismawards.org
[2] journocode.com
[2] medium.com
[1] storybench.org
[1] nodexlgraphgallery.org
[1] mediapart.fr

Top Domains in Tweet in G2:
[23] journocode.com
[16] storybench.org
[2] timogrossenbacher.ch
[1] twitter.com
[1] github.com
[1] pudding.cool
[1] datajournalismawards.org

Top Domains in Tweet in G3:
[2] medium.com
[1] github.io
[1] datajournalismhandbook.org
[1] flowingdata.com
[1] prototypr.io
[1] unipark.de
[1] thinkbrigade.org
[1] aranzazucruz.com

Top Domains in Tweet in G4:
[23] verigazeteciligi.com
[7] medium.com
[6] mailchi.mp
[5] storybench.org
[5] r-bloggers.com
[4] 4.data
[4] datajournalismawards.org
[3] datastori.es
[3] org.tr
[2] fastcharts.io

Top Domains in Tweet in G5:
[7] twitter.com
[2] datajconf.com
[1] edu.pl
[1] uni-hamburg.de
[1] uni-passau.de
[1] svt.se
[1] noz.de
[1] mdr.de
[1] abendblatt.de

Top Domains in Tweet in G6:
[1] codeforafrica.org
[1] trib.al

Top Domains in Tweet in G7:
[4] ddjbw.de
[3] twitter.com
[3] visidata.org
[1] acm.org
[1] readthedocs.io

Top Domains in Tweet in G8:
[9] datajournalismawards.org
[6] voxeurop.eu
[5] twitter.com
[2] dw.com
[1] ijnet.org

Top Domains in Tweet in G9:
[2] behance.net
[1] sciencefocus.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[524] ddj
[229] dataviz
[60] opendata
[50] datajournalismawards
[39] datajournalism
[33] data
[32] vg
[31] jobalert
[27] periodictable
[27] history



Top Hashtags in Tweet in G1:
[109] ddj
[14] dataviz
[14] periodismodatos
[13] hackathon
[7] migration
[6] datajournalismawards
[4] datajournalism
[3] nicar
[3] eleccionesgenerales
[2] sonification

Top Hashtags in Tweet in G2:
[41] ddj
[23] dataviz
[16] datajournalismawards
[7] rstats
[4] opendata
[2] collection1
[1] dp19
[1] nba
[1] datajournalism
[1] rddj

Top Hashtags in Tweet in G3:
[40] dataviz
[16] data
[14] sonification
[9] ddj
[4] panamapapers
[4] paradisepapers
[4] implantfiles
[3] journalism
[1] corruption
[1] datahandbook

Top Hashtags in Tweet in G4:
[68] ddj
[37] dataviz
[31] vg
[23] datajournalism
[17] datajournalismawards
[11] rddj
[8] açıkveri
[8] verigörselleştirme
[7] opendata
[7] ai

Top Hashtags in Tweet in G5:
[31] ddj
[7] iamcr
[6] dataviz
[4] journalism
[3] ddjlaw19
[2] data
[2] rstats
[2] masern
[2] brexit
[1] interactive

Top Hashtags in Tweet in G6:
[32] dataviz
[31] jobalert
[3] ddj
[2] data
[1] nairobi
[1] lagos
[1] abuja
[1] kampala
[1] opportunity
[1] job

Top Hashtags in Tweet in G7:
[41] opendata
[21] ddj
[5] offenewahldaten
[2] wahldaten
[2] ddjbw
[1] zahlenbitte
[1] sozialeungleichheit

Top Hashtags in Tweet in G8:
[30] ddj
[10] datajournalismawards
[7] eu
[4] edjnet
[3] datajournalism
[2] journalism
[2] environment
[2] datenjournalismus
[1] climatechange
[1] renewables

Top Hashtags in Tweet in G9:
[29] dataviz
[25] periodictable
[2] datavisualization
[2] infographic
[2] ddj
[1] infographics

Top Hashtags in Tweet in G10:
[26] history
[26] dataviz
[26] ddj
[26] bigcities

Top Words
Top Words in Tweet in Entire Graph:
[607] Words in Sentiment List#1: Positive
[181] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20404] Non-categorized Words
[21192] Total Words
[524] ddj
[304] data
[232] dataviz
[108] journalism
[67] dataandme

Top Words in Tweet in G1:
[109] ddj
[54] 10
[52] top
[45] data
[39] gijn
[25] davduf
[21] на
[20] alumnos
[20] র
[19] в

Top Words in Tweet in G2:
[75] data
[63] dataandme
[52] twitter
[41] ddj
[34] journocode
[26] wanna
[26] use
[26] pro
[26] slides
[26] code

Top Words in Tweet in G3:
[52] ddjournalism
[40] dataviz
[25] colour
[24] creating
[24] greyscale
[24] before
[24] adding
[24] forces
[24] think
[24] clearly

Top Words in Tweet in G4:
[68] ddj
[37] dataviz
[33] veri
[31] vg
[27] pinardag
[25] data
[24] r
[23] datajournalism
[18] dagmedyaveri
[17] datajournalismawards

Top Words in Tweet in G5:
[31] ddj
[18] journalism
[13] fexi
[11] academic
[9] data
[9] deadline
[9] journalists
[9] team
[9] datajconf
[8] april

Top Words in Tweet in G6:
[34] join
[32] dataviz
[32] full
[31] code4africa
[31] jobalert
[31] looking
[31] infographics
[31] designer
[31] international
[31] team

Top Words in Tweet in G7:
[41] opendata
[38] ddj_bw
[29] wahldaten
[28] unser
[24] aus
[23] nur
[23] 20
[22] da
[21] ddj
[21] kommunalwahlen

Top Words in Tweet in G8:
[30] ddj
[26] european
[22] data
[17] edjnet
[14] issues
[14] slack
[14] chat
[12] today
[12] geninnovate
[11] journalism

Top Words in Tweet in G9:
[29] dataviz
[25] fedfragapane
[25] loved
[25] collaborating
[25] bbc
[25] sciencefocus
[25] designing
[25] new
[25] version
[25] periodictable

Top Words in Tweet in G10:
[26] 500
[26] years
[26] global
[26] history
[26] 1
[26] animation
[26] dataviz
[26] ddj
[26] bigcities
[25] _agrimm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] data,journalism
[58] ddj,dataviz
[54] twitter,data
[41] top,10
[41] dataviz,ddj
[38] 10,ddj
[32] dataviz,infographics
[31] jobalert,looking
[31] looking,dataviz
[31] infographics,designer

Top Word Pairs in Tweet in G1:
[41] top,10
[38] 10,ddj
[14] eng,https
[14] https,t
[14] t,co
[14] ddj,links
[14] links,weekly
[14] weekly,nodexl
[14] nodexl,ddj
[14] ddj,mapping

Top Word Pairs in Tweet in G2:
[52] twitter,data
[26] wanna,use
[26] use,twitter
[26] data,pro
[26] pro,slides
[26] slides,code
[26] code,rtweet
[26] rtweet,workshop
[26] workshop,collecting
[26] collecting,analyzing

Top Word Pairs in Tweet in G3:
[24] creating,dataviz
[24] dataviz,greyscale
[24] greyscale,before
[24] before,adding
[24] adding,colour
[24] colour,forces
[24] forces,think
[24] think,clearly
[24] clearly,prioritise
[24] prioritise,right

Top Word Pairs in Tweet in G4:
[19] ddj,dataviz
[19] ddj,vg
[14] çevrim,içi
[11] yoğun,uygulamalı
[11] uygulamalı,dersleri
[11] dersleri,sınıf
[11] sınıf,kalabalık
[11] kalabalık,değil
[11] değil,ise
[11] ise,çevrim

Top Word Pairs in Tweet in G5:
[8] academic,papers
[8] papers,industry
[8] industry,talks
[8] talks,workshops
[7] data,journalism
[7] hey,ddj
[7] ddj,journalists
[7] journalists,out
[7] out,help
[7] help,annett

Top Word Pairs in Tweet in G6:
[31] jobalert,looking
[31] looking,dataviz
[31] dataviz,infographics
[31] infographics,designer
[31] designer,join
[31] join,international
[31] international,team
[31] team,full
[31] full,time
[30] code4africa,jobalert

Top Word Pairs in Tweet in G7:
[21] opendata,kommunalwahlen
[21] kommunalwahlen,da
[21] da,könnte
[21] könnte,mehr
[21] mehr,gehen
[21] gehen,unser
[21] unser,papier
[21] papier,offenen
[21] offenen,wahldaten
[21] wahldaten,nur

Top Word Pairs in Tweet in G8:
[10] use,data
[10] data,cover
[10] cover,european
[10] european,issues
[10] issues,join
[10] 6pm,cet
[10] cet,slack
[10] slack,chat
[10] chat,set
[10] set,up

Top Word Pairs in Tweet in G9:
[25] loved,collaborating
[25] collaborating,bbc
[25] bbc,sciencefocus
[25] sciencefocus,designing
[25] designing,new
[25] new,dataviz
[25] dataviz,version
[25] version,periodictable
[25] periodictable,now
[24] fedfragapane,loved

Top Word Pairs in Tweet in G10:
[26] 500,years
[26] years,global
[26] global,history
[26] history,1
[26] 1,animation
[26] animation,dataviz
[26] dataviz,ddj
[26] ddj,bigcities
[25] _agrimm,500

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dataandme
@ddjournalism
@gijn
@ddj_bw
@journocode
@code4africa
@davduf
@geninnovate
@pinardag
@fedfragapane

Top Mentioned in G1:
@gijn
@davduf
@financialtimes
@gijnafrica
@datajournalism1
@oscarmarinmiro
@eli_vivas
@theboysmithy
@alisonkilling
@gijnfr

Top Mentioned in G2:
@dataandme
@journocode
@kearneym
@storybench
@sharon000
@paxtynmerten
@money23green
@codenberg
@proquesasker
@smfrogers

Top Mentioned in G3:
@ddjournalism
@icijorg
@gijn
@arancruzmar
@ashley_j_kirk
@chelm
@mapbox
@jwi_berlin
@eijcdataharvest
@firstdraftnews

Top Mentioned in G4:
@pinardag
@dagmedyaveri
@maid_marianne
@voydorg
@srourali0
@arabdjn
@rbloggers
@geninnovate
@seapa
@davidlazer

Top Mentioned in G5:
@fexi
@datajconf
@jwi_berlin
@pukberlin
@bellapalomo
@unihh
@unipassau
@br_data
@funkeinteraktiv
@geninnovate

Top Mentioned in G6:
@code4africa
@ft
@martinstabe

Top Mentioned in G7:
@ddj_bw
@fvcastell
@fexi
@dk_kraft
@simonw
@psychemedia
@schlenker_s
@digidickinson
@or_koeln
@mike_rawlins

Top Mentioned in G8:
@geninnovate
@edjnet
@voxeurop
@giocomai
@gpaccardo
@fexi
@evabelmonte
@kuangkeng
@ma
@dw_europe

Top Mentioned in G9:
@fedfragapane
@sciencefocus
@ddjournalism
@la_lettura
@behance

Top Mentioned in G10:
@_agrimm

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@chidambara09
@afpfr
@bbcnews
@khuze_elikhulu
@painter_nancy
@financialtimes
@burritojustice
@ft
@tagesspiegel

Top Tweeters in G1:
@bbcnews
@financialtimes
@clarajeffery
@z_eisberg
@pasclair
@bbbcccnnn
@albertocairo
@mediapart
@stockportsuper
@sardine94

Top Tweeters in G2:
@craigzelizer
@trappedalien
@rukku
@gaskinsgrbc2023
@rstatstweet
@dataandme
@adamjorr
@_djlae
@laurentfranckx
@smfrogers

Top Tweeters in G3:
@margymaclibrary
@rwash
@morpheus_mx1
@bskylstad
@heatherleson
@prosumidorsoc
@killdisko
@fundacionsgae
@icijorg
@_hishamallam

Top Tweeters in G4:
@chidambara09
@nanyjharon
@thomashilbig2
@sophiewarnes
@e_nterdiscipl
@katray
@northeastern
@pinardag
@rbloggers
@oantuaf

Top Tweeters in G5:
@indeadline
@noz_de
@followerpowerrt
@admire2mare
@glynmottershead
@infouma
@bertelsmannst
@underdarkgis
@ckatzenbach
@cartocalypse

Top Tweeters in G6:
@khuze_elikhulu
@ft
@mikeoghia
@enywaru
@elric_olalekan
@lornamariak
@missled
@vnuwaha
@ayazikaphillip
@asiimwedicta

Top Tweeters in G7:
@psychemedia
@olberger
@rebastion
@digidickinson
@saimalkan
@simonw
@simonperry
@moritz_wichmann
@jangeorgplavec
@olivergnther

Top Tweeters in G8:
@laboescapes
@hnozgen
@euractiv
@ijnet
@altereco_
@evabelmonte
@geninnovate
@balcanicaucaso
@dw_europe
@voxeurop

Top Tweeters in G9:
@duncangeere
@la_lettura
@behance
@sciencefocus
@prugelmeister
@suhnyllakler
@nelsonmau
@jcarlosjramirez
@pittikumar
@jason_abdi

Top Tweeters in G10:
@___dagger___
@nessi6688
@richarddenooy
@danielasgedanke
@stefanskibbe
@filipe2747
@kckhfn
@martinhabersaat
@chsievers
@keerl_it


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