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#ddj Twitter NodeXL SNA Map and Report for 2014-04-02 07-38-56 (experimental version)
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From:
marc_smith
Uploaded on:
April 02, 2014
Description:
The graph represents a network of 1,056 Twitter users whose tweets in the requested date range contained "#ddj", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 02 April 2014 at 14:38 UTC.

The requested date range was from Thursday, 27 March 2014 at 00:00 UTC through Wednesday, 02 April 2014 at 23:59 UTC.

The tweets in the network were tweeted over the 5-day, 23-hour, 20-minute period from Thursday, 27 March 2014 at 01:35 UTC to Wednesday, 02 April 2014 at 00:56 UTC.

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.

The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.

Overall Graph Metrics:
Vertices: 1056
Unique Edges: 1838
Edges With Duplicates: 454
Total Edges: 2292
Self-Loops: 226
Reciprocated Vertex Pair Ratio: 0.075854082223509
Reciprocated Edge Ratio: 0.141011840688913
Connected Components: 114
Single-Vertex Connected Components: 61
Maximum Vertices in a Connected Component: 738
Maximum Edges in a Connected Component: 1834
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 4.317343
Graph Density: 0.00166774378859687
Modularity: 0.634465
NodeXL Version: 1.0.1.320

Top 10 Vertices, Ranked by Betweenness Centrality:
digiphile
gijn
nzzdata
nicolaskb
journalism2ls
taoofdata
ddjournalism
sylkegruhnwald
jplusplus_
pirhoo

Top URLs in Tweet in Entire Graph:
http://www.nzz.ch/aktuell/international/auslandnachrichten/die-toten-vor-europas-tueren-1.18272891
http://gijn.org/2014/03/28/top-ten-ddj-the-weeks-most-popular-data-journalism-links-8/
http://detective.io/detective/the-migrants-files
http://www.detective.io/detective/the-migrants-files/
https://www.data.gouv.fr/dataset/les-elus-municipaux
http://oceanservice.noaa.gov/news/mar14/pdf-charts.html
http://www.rbdata.gr/themigrantsfiles/index.html
http://towcenter.org/blog/aron-pilhofer-data-journalism-culture-going-digital/
https://exposingtheinvisible.org/resources/obtaining-evidence/tackling-pdfs-with-tabula/?utm_content=buffer68063&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://towcenter.org/blog/debugging-the-backlash-to-data-journalism/

Top URLs in Tweet in G1:
http://www.nzz.ch/aktuell/international/auslandnachrichten/die-toten-vor-europas-tueren-1.18272891
http://detective.io/detective/the-migrants-files
http://www.sueddeutsche.de/politik/datenprojekt-zu-fluechtlingsdrama-massensterben-an-europas-grenzen-1.1925579
http://studentreporter.org/2014/03/intro-to-data-driven-journalism-with-nzz-data/
http://www.detective.io/detective/the-migrants-files/
http://gijn.org/2014/03/28/top-ten-ddj-the-weeks-most-popular-data-journalism-links-8/
http://www.rbdata.gr/themigrantsfiles/index.html
http://owni.fr/2011/02/18/app-la-carte-des-morts-aux-frontieres-de-leurope/
http://www.detective.io/detective/the-migrants-files
http://www.monde-diplomatique.fr/carnet/2014-03-31-morts-aux-frontieres

Top URLs in Tweet in G2:
http://gijn.org/2014/03/28/top-ten-ddj-the-weeks-most-popular-data-journalism-links-8/
http://towcenter.org/blog/aron-pilhofer-data-journalism-culture-going-digital/
http://towcenter.org/blog/data-journalist-profile-serdar-tumgoren/
http://towcenter.org/blog/debugging-the-backlash-to-data-journalism/
http://www.globaleditorsnetwork.org/programmes/data-journalism-awards/
http://www.poynter.org/how-tos/digital-strategies/147736/10-tools-for-the-data-journalists-tool-belt/
http://vozdata.lanacion.com.ar/
http://towcenter.org/blog/profile-of-the-data-journalist-jeremy-bowers/
http://mediagazer.com/140330/p1#a140330p1
https://reportingproject.net/occrp/pdf/Follow_The_Money_WEB.pdf

Top URLs in Tweet in G3:
https://exposingtheinvisible.org/resources/obtaining-evidence/tackling-pdfs-with-tabula/?utm_content=buffer68063&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://schoolofdata.org/2014/03/27/tackling-pdfs-with-tabula/
http://www.globaleditorsnetwork.org/programmes/data-journalism-awards/
http://pt.slideshare.net/columnfive/140302-visage-ebook?utm_content=buffereea3c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://www.tcij.org/summer-school?utm_source=hootsuite&utm_campaign=hootsuite
http://ire.org/blog/transparency-watch/2014/03/22/sunshine-week-audio-playlist-tipsheets-and-more/?utm_source=hootsuite&utm_campaign=hootsuite
http://www.pinterest.com/journalismtools/infographics/?utm_content=buffer89ea1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://www.pinterest.com/journalismtools/data/?utm_content=buffer89ea1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://www.keepr.com/?utm_source=hootsuite&utm_campaign=hootsuite
http://dataworldcup.ch/post/80602859720/la-suisse-naime-pas-jouer-les-equipes-damerique

Top URLs in Tweet in G4:
http://www.detective.io/detective/the-migrants-files/
http://instagram.com/p/mN8dFFN7RV/
http://blog.stepup.io/post/81416450558/stepup-io-provides-easy-editing-social-media-options
http://www.quadrigram.com/content/changing-dynamics-human-migration-during-last-50-years
http://www.watson.ch/!111416334?utm_medium=earned&utm_source=twitter&utm_rainbowunicorn=0&utm_campaign=share-tracking
http://schoolofdata.org/2014/03/27/tackling-pdfs-with-tabula/
http://oceanservice.noaa.gov/news/mar14/pdf-charts.html
http://instagram.com/p/mODSzpzOBJ/
http://instagram.com/p/mNM3VLEwLA/
http://instagram.com/p/mN2pI6EwDz/

Top URLs in Tweet in G5:
https://www.data.gouv.fr/dataset/les-elus-municipaux
https://www.data.gouv.fr/fr/dataset/thematique-elections-municipal-0
https://www.data.gouv.fr/dataset/thematique-elections-municipal-0
https://www.data.gouv.fr/dataset/les-resultats-du-deuxieme-tour-des-municipales

Top URLs in Tweet in G6:
http://www.rbdata.gr/themigrantsfiles/index.html
http://www.rbdata.gr/themigrantsfiles/index.html#project-description
http://www.hackademy.gr/
http://detective.io/detective/the-migrants-files
http://nyhederne.tv2.dk/samfund/2014-03-28-dr%C3%A6bte-dyr-her-er-de-blodigste-100-meter-i-danmark
http://www.detective.io/detective/the-migrants-files/
http://nyhederne.tv2.dk/samfund/2014-03-27-se-hvor-mange-hjorte-der-d%C3%B8r-p%C3%A5-din-vej
http://www.rbdata.gr/themigrantsfiles/index.html#top
http://euobserver.com/justice/123682
http://nyhederne.tv2.dk/udland/2014-03-31-23000-d%C3%B8de-her-er-de-farligste-veje-ind-i-fort-europa

Top URLs in Tweet in G7:
http://pudo.org/blog/2014/03/30/grano.html
http://globaler-wandel.blogspot.de/2014/03/tritt-der-daten-journalismus-auf-der.html
http://xcity-magazine.com/xcity-awards-14-shortlist-revealed-martin-stabe/
https://github.com/scrapinghub/portia
http://pudo.org/blog/2014/03/30/grano.html?utm_content=buffer97845&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://ajrarchive.org/article.asp?id=1299
http://thewhyaxis.info/visage/
http://www.interhacktives.com/2014/03/27/2014-budget-coverage-highlights-datas-mobile-issues/
http://www.interhacktives.com/2014/03/27/2014-budget-coverage-highlights-datas-mobile-issues/#comment-3292
http://www.interhacktives.com/newsletter/

Top URLs in Tweet in G8:
http://periodismodatos.okfn.es/programa-2014/
http://lobbycloud.eu/
http://opendatalab.de/projects/trinkwasser/
http://www.epsiplatform.eu/content/data-journalism-conference-spain-periodismo-de-datos-y-open-data-2014
http://www.knightfoundation.org/blogs/knightblog/2014/3/25/chicas-poderosas-brings-its-empowering-training-digital-storytelling-miami/
http://globaler-wandel.blogspot.de/2014/03/tritt-der-daten-journalismus-auf-der.html
http://ddjmonaco.de/
http://titanpad.com/3dMk3qbB2I
http://apps.opendatacity.de/nebeneinkuenfte-recherche/
http://blog.opendatalab.de/opendata/2014/03/25/trinkwasser/

Top URLs in Tweet in G9:
http://ijnet.org/opportunities/free-online-course-data-journalism-open-worldwide
http://www.journalism.columbia.edu/page/1058-the-lede-program-an-introduction-to-data-practices/906
http://towcenter.org/blog/debugging-the-backlash-to-data-journalism/
http://pcasts.in/iLnj
http://www.thevisualeverything.com/2011/12/periodic-table-visualization-methods-visualization/
http://www.journalismfund.eu/migrants-files
http://ijnet.org/stories/ijnet-journalists-month-creators-545
http://ijnet.org/opportunities/propublica-seeks-technology-fellow-us
http://periodismodebasededatos.blogspot.com.es/p/lecturas.html
https://ijnet.org/opportunities/google-mapping-course-offered-online-worldwide

Top URLs in Tweet in G10:
http://oceanservice.noaa.gov/news/mar14/pdf-charts.html
http://www.edwardtufte.com/tufte/

Top Domains in Tweet in Entire Graph:
detective.io
towcenter.org
nzz.ch
gijn.org
gouv.fr
rbdata.gr
herodote.net
noaa.gov
instagram.com
exposingtheinvisible.org

Top Domains in Tweet in G1:
detective.io
nzz.ch
sueddeutsche.de
studentreporter.org
rbdata.gr
gijn.org
owni.fr
dataninja.it
monde-diplomatique.fr
journalismfund.eu

Top Domains in Tweet in G2:
towcenter.org
gijn.org
globaleditorsnetwork.org
com.ar
poynter.org
mediagazer.com
reportingproject.net
thenewstribune.com
centerforinvestigativereporting.org
cironline.org

Top Domains in Tweet in G3:
exposingtheinvisible.org
schoolofdata.org
pinterest.com
globaleditorsnetwork.org
slideshare.net
tcij.org
ire.org
visualoop.com
keepr.com
dataworldcup.ch

Top Domains in Tweet in G4:
instagram.com
detective.io
youtube.com
scoop.it
mikigakki.com
unil.ch
moderne-unternehmenskommunikation.de
towcenter.org
stepup.io
quadrigram.com

Top Domains in Tweet in G5:
gouv.fr

Top Domains in Tweet in G6:
rbdata.gr
tv2.dk
detective.io
hackademy.gr
euobserver.com
nzz.ch
elconfidencial.com
erikmeyersson.com
towcenter.org
twitpic.com

Top Domains in Tweet in G7:
pudo.org
blogspot.de
interhacktives.com
xcity-magazine.com
github.com
towcenter.org
opennews.org
ajrarchive.org
thewhyaxis.info
ndr.de

Top Domains in Tweet in G8:
okfn.es
lobbycloud.eu
opendatalab.de
epsiplatform.eu
knightfoundation.org
blogspot.de
ddjmonaco.de
titanpad.com
opendatacity.de

Top Domains in Tweet in G9:
ijnet.org
columbia.edu
towcenter.org
pcasts.in
thevisualeverything.com
journalismfund.eu
com.es
datastori.es

Top Domains in Tweet in G10:
noaa.gov
edwardtufte.com

Top Hashtags in Tweet in Entire Graph:
ddj
migrantsfiles
opendata
dataviz
data
visualization
datavisualization
datajournalism
journalism
pioneer

Top Hashtags in Tweet in G1:
ddj
migrantsfiles
sod14
dataviz
dataninja
opendata
infographie
ff
bigdata
ddjch

Top Hashtags in Tweet in G2:
ddj
opengov
datajournalism
vozdata
oss
opendata
freethefiles
dataviz
foia
journalism

Top Hashtags in Tweet in G3:
ddj
dataviz
data
journalism
opendata
migrantsfiles
ijf14
bigdata
green
infographics

Top Hashtags in Tweet in G4:
ddj
pioneer
dj
datajournalism
party
ergo
mix
serato
musique
music

Top Hashtags in Tweet in G5:
ddj
opendata
mun2014

Top Hashtags in Tweet in G6:
ddj
migrantsfiles
rbnews
hackademy
dkmedier
dataviz
turkey
immigrantfiles
medienyt
ankara

Top Hashtags in Tweet in G7:
ddj
opendata
sna
xcityawards14
openingdata
budget2014
car
interhacktives
datajournalism
einkommen

Top Hashtags in Tweet in G8:
ddj
opendata
jpd14
lobbycloud
lobbyism
periodismodatos
madrid
dataviz
epsi
conference

Top Hashtags in Tweet in G9:
ddj
dataviz
migrantsfiles
mapping
foia
opengov
datajournalism
twitter
podcast
socialmedia

Top Hashtags in Tweet in G10:
ddj
visualization
datavisualization
ncsa
webdesign

Top Words in Tweet in Entire Graph:
ddj
rt
data
migrantsfiles
journalism
amp
nzzdata
les
der
dataviz

Top Words in Tweet in G1:
ddj
rt
migrantsfiles
nzzdata
vor
europas
der
von
die
sylkegruhnwald

Top Words in Tweet in G2:
ddj
rt
data
journalism
digiphile
top
gijn
new
amp
week

Top Words in Tweet in G3:
rt
ddj
data
journalism2ls
journalism
ddjournalism
tutorial
dataviz
amp
pdfs

Top Words in Tweet in G4:
ddj
pioneer
dj
journalism
data
du
le
datajournalism
3
party

Top Words in Tweet in G5:
les
csv
rt
bjperson
sont
sur
datagouvfr
525
147
élus

Top Words in Tweet in G6:
ddj
rt
migrantsfiles
amp
radiobubble
hackademy
data
journalism
investigation
transnational

Top Words in Tweet in G7:
ddj
rt
pudo
der
data
journalism
granoproject
building
opendata
daten

Top Words in Tweet in G8:
lobbycloud
rt
ddj
okfn_spain
jpd14
madrid
transparency
project
start
soon

Top Words in Tweet in G9:
ddj
rt
data
smfrogers
columbiajourn
offers
stkonrath
free
course
online

Top Words in Tweet in G10:
ddj
free
pdf
nautical
charts
now
available
visualization
edwardtufte
datavisualization

Top Word Pairs in Tweet in Entire Graph:
data,journalism
rt,digiphile
die,toten
toten,vor
vor,europas
europas,türen
6,countries
ddj,dataviz
rt,bjperson
zahl,der

Top Word Pairs in Tweet in G1:
die,toten
toten,vor
vor,europas
europas,türen
zahl,der
ddj,migrantsfiles
der,flüchtlinge
flüchtlinge,ddj
datenrecherche,zu
zu,zahl

Top Word Pairs in Tweet in G2:
data,journalism
rt,digiphile
rt,gijn
top,ten
ten,ddj
ddj,week
week,s
s,popular
popular,data
journalism,links

Top Word Pairs in Tweet in G3:
rt,journalism2ls
rt,ddjournalism
data,journalism
short,tutorial
tutorial,tackling
tackling,pdfs
pdfs,tabula
tabula,ddj
journalism2ls,short
ddj,dataviz

Top Word Pairs in Tweet in G4:
pioneer,ddj
data,journalism
ddj,ergo
journalism,ddj
ddj,sx
ddj,wego
du,jour
mix,pioneer
détente,du
debugging,backlash

Top Word Pairs in Tweet in G5:
rt,bjperson
sur,datagouvfr
les,525
525,147
147,élus
élus,municipaux
municipaux,sont
sont,sur
datagouvfr,csv
csv,avec

Top Word Pairs in Tweet in G6:
data,journalism
transnational,ddj
ddj,investigation
investigation,migrantsfiles
rt,hackademy
5,4
amp,πολιτική
πολιτική,οικονομία
προσωπικών,δεδομένων
10,journos

Top Word Pairs in Tweet in G7:
data,journalism
ddj,opendata
rt,pudo
granoproject,building
building,sna
sna,ddj
tritt,der
der,daten
daten,journalismus
journalismus,auf

Top Word Pairs in Tweet in G8:
transparency,project
project,lobbycloud
lobbycloud,start
start,soon
soon,register
register,beta
beta,invite
invite,lobbycloud
rt,okfn_spain
jpd14,madrid

Top Word Pairs in Tweet in G9:
rt,stkonrath
columbiajourn,ddj
rt,ijnet
ejcnet,offers
offers,free
free,online
online,ddj
ddj,course
course,led
led,nicolaskb

Top Word Pairs in Tweet in G10:
free,pdf
pdf,nautical
nautical,charts
charts,now
now,available
available,visualization
visualization,ddj
edwardtufte,free
ddj,datavisualization
rt,edwardtufte

Top Replied-To in Entire Graph:
jackottaviani
digiphile
nelsonmau
sylkegruhnwald
ron_fournier
katecrawford
nikkiusher
rlacombe
remrow
wnstns

Top Replied-To in G1:
sylkegruhnwald
nelsonmau
remrow
wnstns
elisabetta_tola
jackottaviani
smykos
spaghetti_folks

Top Replied-To in G2:
digiphile
ron_fournier
rlacombe
nikkiusher
katecrawford
charlesarthur
opendatacity
geninnovate
nzzdata
marc_smith

Top Replied-To in G4:
stepupio

Top Replied-To in G6:
occupiedtimes

Top Mentioned in Entire Graph:
nzzdata
digiphile
sylkegruhnwald
gijn
bjperson
jackottaviani
journalism2ls
datagouvfr
radiobubble
ddjournalism

Top Mentioned in G1:
nzzdata
sylkegruhnwald
jackottaviani
manhack
jplusplus_
jenkin27
smykos
sz_politik
nicolaskb
stern_tir

Top Mentioned in G2:
digiphile
gijn
pilhofer
towcenter
zstumgoren
geninnovate
lndata
ap
openelex
tthibo

Top Mentioned in G3:
journalism2ls
ddjournalism
schoolofdata
tabulapdf
mtrpires
info_activism
cijournalism
ire_nicar
datamineruk
keepr

Top Mentioned in G5:
bjperson
datagouvfr

Top Mentioned in G6:
radiobubble
hackademy
radiobubblenews
smykos
jackottaviani
kperifanos
magnusbjerg
occupiedtimes
euobs
jaquoutopie

Top Mentioned in G7:
pudo
granoproject
olewin
martinstabe
datenjournalist
ndiakopoulos
jonhew
jonathanstray
driven_by_data
interhacktives

Top Mentioned in G8:
okfn_spain
danielegrasso
lobbycloud
juantxocruz
adolflow
outliers_es
ocorcho
concejeropedro
opendatacity
marysaints

Top Mentioned in G9:
smfrogers
columbiajourn
stkonrath
ijnet
ejcnet
nicolaskb
paulbradshaw
datastories
digiphile
djordjepadejski

Top Mentioned in G10:
edwardtufte
edurobsy

Top Tweeters in Entire Graph:
asteris
shoq
blabalade
techdigest360
larossa05
muschelschloss
frenchredfrog
gohsuket
beyhiveinfrance
softwarecoupon

Top Tweeters in G1:
larossa05
muschelschloss
ajenglish
raf2attac
marcelsel
val_do
repubblicait
recriweb
wolfsrebellen
inuido

Top Tweeters in G2:
shoq
techdigest360
nytimes
6sigmaproengr
digiphile
charlesarthur
curvaspoliticas
ohhsocialmedia
ap
ron_fournier

Top Tweeters in G3:
softwarecoupon
thetimes
retiario
globalvoices
cimages
carimachet
visualoop
maymaym
pepeconjerez
gmarkham

Top Tweeters in G4:
totalmadstream
paulagary_
loogrant
filipemarcz
jagalley
djgabrielgrau
soy_diana_
francescamura
djschedule1
alx_07_

Top Tweeters in G5:
jeanzeid
tchuntfr
captain_taverne
gordontesos
mosieurj
darkevador
exirel
sdouche
libertic
rosseaupat

Top Tweeters in G6:
asteris
galaxyarchis
risinggalaxy
amaenad
elconfidencial
doleross
pexlibanis
polyfimos
anarresti
stephen_abbott

Top Tweeters in G7:
followlori
pernillan
arnicas
jburnmurdoch
rossjones
ndr
davidottewell
jonathanstray
jonhew
tkb

Top Tweeters in G8:
rsm
epsiplatform
marysaints
zelpst
floalex
juantxocruz
adolflow
cabralens
goldfisch__
markusheidmeier

Top Tweeters in G9:
pcdnetwork
stkonrath
paulbradshaw
gibranashraf
murdelta
rupprecht
carolinebeavon
martingiesler
ijnet
tatta25

Top Tweeters in G10:
lurino
gdinwiddie
sqlagentman
erik_griswold
johndcook
katecaldwell
explorersclub
thalkowski
gene_hobbs
llewellyncox