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openscience Twitter NodeXL SNA Map and Report for Sunday, 02 March 2014 at 04:19 UTC (experimental version)
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From:
marc_smith
Uploaded on:
March 02, 2014
Description:
The graph represents a network of 1,282 Twitter users whose recent tweets contained "openscience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 02 March 2014 at 04:19 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 41-minute period from Saturday, 22 February 2014 at 09:17 UTC to Sunday, 02 March 2014 at 03:59 UTC.

There is an edge for each "replies-to" relationship in a tweet. There is an edge for each "mentions" relationship in a tweet. There is 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: 1282
Unique Edges: 2403
Edges With Duplicates: 346
Total Edges: 2749
Self-Loops: 119
Reciprocated Vertex Pair Ratio: 0.0354430379746835
Reciprocated Edge Ratio: 0.0684596577017115
Connected Components: 69
Single-Vertex Connected Components: 28
Maximum Vertices in a Connected Component: 1132
Maximum Edges in a Connected Component: 2605
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.09756
Graph Density: 0.00149429864782413
Modularity: 0.600195
NodeXL Version: 1.0.1.319

Top 10 Vertices, Ranked by Betweenness Centrality:
openscience
plosone
plos
figshare
okfn
emckiernan13
randal_olson
briannosek
peterkraker
lexnederbragt

Top URLs in Tweet in Entire Graph:
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://computationalproteomic.blogspot.ca/2014/02/in-era-of-science-communication-why-you.html
http://2footgiraffe.wordpress.com/2013/02/01/introducing-twitter-to-educators-and-scienctists/
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3639880/
http://blog.okfn.org/2014/02/24/archaeological-repository-open-science-open-data/
http://www.plos.org/careers/#Ruby%20Software%20Engineer
http://www.plos.org/careers/#User%20Experience%20Designer/Researcher
http://dx.doi.org/10.6084/m9.figshare.945108
http://science.okfn.org/2014/02/24/new-version-of-open-source-visualization-head-start-released/
http://www.scidev.net/global/data/opinion/large-volumes-of-data-are-challenging-open-science.html

Top URLs in Tweet in G1:
http://2footgiraffe.wordpress.com/2013/02/01/introducing-twitter-to-educators-and-scienctists/
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3639880/
http://dx.doi.org/10.6084/m9.figshare.945108
http://www.ncbi.nlm.nih.gov/pubmedhealth/blog/2014/02/trials-in-PubMed/
http://incf.org/gsoc/2014/proposals
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://a2ucomp.org
http://ukdataservice.ac.uk/get-data/open-access.aspx
https://peerj.com/reviews/261/
http://phenomena.nationalgeographic.com/2014/02/19/scientists-on-the-loose-my-aaas-talk/#.UwcGE_o-w3Y.twitter

Top URLs in Tweet in G2:
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://www.reddit.com/r/science/comments/1ytvnh/plos_largest_scientific_journal_in_the_world_now/cfo0uj0?context=3
http://software-carpentry.org/blog/2014/02/open-scoop-challenge.html
http://www.cnet.com.au/publishers-remove-gibberish-computer-generated-research-papers-339346727.htm
https://etherpad.mozilla.org/swc-labmeeting
https://mixbit.com/v/H5yfZu7RhJi8RO2bg8bZw/!recent
http://personal.strath.ac.uk/chris.robertson/NERC_RossPriory_Feb25_27_2014/
http://mozillascience.org/from-training-to-engagement/
http://simplystatistics.org/2014/02/21/heres-why-the-scientific-publishing-system-can-never-be-fixed/
http://www.biomedcentral.com/about/supportingdata

Top URLs in Tweet in G3:
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://dnadigest.org/data-sharing-essay-competition/
http://www.reddit.com/r/science/comments/1ytvnh/plos_largest_scientific_journal_in_the_world_now/cfo0uj0?context=3
http://blogs.biomedcentral.com/bmcblog/2014/02/19/how-should-citizen-science-be-published-a-debate-at-citizen-cyberscience-summit-2014/
http://univstandrews-oaresearch.blogspot.co.uk/2014/01/science-as-open-enterprise-prof.html
http://computationalproteomic.blogspot.ca/2014/02/in-era-of-science-communication-why-you.html
http://www.scienceguide.nl/201402/selling-content-is-so-outdated.aspx

Top URLs in Tweet in G4:
http://www.plos.org/careers/#Ruby%20Software%20Engineer
http://www.plos.org/careers/#User%20Experience%20Designer/Researcher
https://experiment.com/projects/how-does-communication-training-benefit-scientists
http://www.psychologicalscience.org/index.php/publications/observer/2014/march-2014/a-new-gameplan-for-psychological-science.html
http://sagebase.org/working-with-us/career/
http://www.slideshare.net/jelena121/open-access-talk
https://osf.io/nte3j/
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://www.scidev.net/global/data/news/misguided-nations-lock-up-valuable-geospatial-data.html
https://groups.google.com/forum/#!topic/openscienceframework/TvANwDEAbyw

Top URLs in Tweet in G5:
http://blog.okfn.org/2014/02/24/archaeological-repository-open-science-open-data/
http://science.okfn.org/2014/02/24/new-version-of-open-source-visualization-head-start-released/
http://know-center.tugraz.at/download_extern/papers/open_science.pdf
http://openscienceasap.org/stream/2014/02/24/osia3-open-science-in-der-forschung/
http://journalysis.org
http://www.youtube.com/watch?v=lfsZ7DwsMWc&feature=youtu.be
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://coesc.educacionsuperior.gob.ec/index.php/C%C3%B3digo_Org%C3%A1nico_de_Econom%C3%ADa_Social_del_Conocimiento_e_Innovaci%C3%B3n
http://www.nature.com/news/publishers-withdraw-more-than-120-gibberish-papers-1.14763
http://uwolnijnauke.pl/dla-studentow/

Top URLs in Tweet in G6:
http://emckiernan.wordpress.com/2014/02/26/my-concerns-about-ploss-new-open-data-policy/
http://genesgonewild.blogspot.com/2014/02/why-would-any-scientists-fuss-over.html
http://www.eldiario.es/interferencias/Investigacion_ciudadana-herramientas-interaccion-conocimiento_6_214238589.html
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://genengnews.com/insight-and-intelligence/infographic-how-has-the-research-process-changed-in-the-last-20-years/77900049/
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3639880/
http://www.scidev.net/global/data/opinion/large-volumes-of-data-are-challenging-open-science.html
http://www.infoworld.com/t/data-visualization/ipython-founder-details-road-map-interactive-computing-platform-236429
https://coffeehouse.dataone.org/2014/02/19/opening-science-the-evolving-guide-on-how-the-internet-is-changing-research-collaboration-and-scholarly-publishing/

Top URLs in Tweet in G7:
http://computationalproteomic.blogspot.ca/2014/02/in-era-of-science-communication-why-you.html
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://dx.doi.org/10.6084/m9.figshare.945108
http://www.ncbi.nlm.nih.gov/pubmedhealth/blog/2014/02/trials-in-PubMed/

Top URLs in Tweet in G8:
http://www.scidev.net/global/data/opinion/large-volumes-of-data-are-challenging-open-science.html
http://www.scienceguide.nl/201402/selling-content-is-so-outdated.aspx
http://vivoweb.org/blog/2014/02/2014-vivo-implementation-fest-update
http://www.thingiverse.com/thing:255519
http://www.plos.org/careers/#Ruby%20Software%20Engineer
http://www.plos.org/careers/#User%20Experience%20Designer/Researcher
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3639880/
http://know-center.tugraz.at/download_extern/papers/open_science.pdf
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/

Top URLs in Tweet in G9:
http://hackyourphd.org/2014/02/apero-open-science-a-toulouse/
http://hackyourphd.org/2014/02/naissance-de-la-communaute-toulousaine/
http://kingsreview.co.uk/magazine/blog/2014/02/24/how-academia-and-publishing-are-destroying-scientific-innovation-a-conversation-with-sydney-brenner/
http://www.researchtoaction.org/2014/02/open-science-and-open-knowledge/
http://euroscientist.com/2014/02/open-science-more-than-sharing/
http://t.co/zF3ojYUu02
http://coesc.educacionsuperior.gob.ec/index.php/C%C3%B3digo_Org%C3%A1nico_de_Econom%C3%ADa_Social_del_Conocimiento_e_Innovaci%C3%B3n
http://epriego.wordpress.com/2014/02/22/the-triple-a-africa-access-altmetrics/
http://www.scienceguide.nl/201402/selling-content-is-so-outdated.aspx
http://www.slideshare.net/jelena121/open-access-talk

Top URLs in Tweet in G10:
http://blogs.plos.org/everyone/2014/02/24/plos-new-data-policy-public-access-data/
http://biorxiv.org
https://www.eagle-i.net/
http://blogs.ch.cam.ac.uk/pmr/2014/02/18/machines-are-better-referees-than-humans-but-well-be-sued-if-we-use-them/
http://blog.okfn.org/2014/02/24/archaeological-repository-open-science-open-data/
http://www.scoop.it/t/public-datasets-open-data/p/4016593938/2014/02/25/new-version-of-opensource-visualization-head-start-released-openscience-dataviz
http://data.ecosynth.org/index.php?title=Main_Page
http://data.ecosynth.org/index.php?title=Datasets
http://www.swr.de/swr2/programm/sendungen/wissen/der-forscher-im-netz/-/id=660374/did=12725980/nid=660374/1sgyi5i/index.html
http://www.sciencedirect.com/science/article/pii/S0927025613005077

Top Domains in Tweet in Entire Graph:
plos.org
blogspot.ca
wordpress.com
okfn.org
nih.gov
scidev.net
ac.uk
slideshare.net
doi.org
hackyourphd.org

Top Domains in Tweet in G1:
wordpress.com
nih.gov
plos.org
doi.org
ac.uk
incf.org
a2ucomp.org
peerj.com
nationalgeographic.com
mouseconnectome.org

Top Domains in Tweet in G2:
plos.org
reddit.com
software-carpentry.org
com.au
mozilla.org
mozillascience.org
ac.uk
mixbit.com
simplystatistics.org
biomedcentral.com

Top Domains in Tweet in G3:
plos.org
dnadigest.org
reddit.com
biomedcentral.com
co.uk
blogspot.ca
scienceguide.nl

Top Domains in Tweet in G4:
plos.org
experiment.com
osf.io
psychologicalscience.org
sagebase.org
centerforopenscience.org
slideshare.net
scidev.net
google.com
stackexchange.com

Top Domains in Tweet in G5:
okfn.org
tugraz.at
plos.org
openscienceasap.org
journalysis.org
youtube.com
gob.ec
nature.com
uwolnijnauke.pl
scidev.net

Top Domains in Tweet in G6:
wordpress.com
blogspot.com
eldiario.es
plos.org
genengnews.com
nih.gov
scidev.net
infoworld.com
dataone.org

Top Domains in Tweet in G7:
blogspot.ca
plos.org
doi.org
nih.gov

Top Domains in Tweet in G8:
scidev.net
scienceguide.nl
vivoweb.org
thingiverse.com
plos.org
nih.gov
tugraz.at

Top Domains in Tweet in G9:
hackyourphd.org
co.uk
slideshare.net
researchtoaction.org
euroscientist.com
theguardian.com
t.co
gob.ec
wordpress.com
scienceguide.nl

Top Domains in Tweet in G10:
plos.org
ecosynth.org
sciencedirect.com
biorxiv.org
eagle-i.net
ac.uk
okfn.org
scoop.it
swr.de
figshare.com

Top Hashtags in Tweet in Entire Graph:
openscience
opendata
openaccess
everyone
altmetrics
sciox
scicomm
scio14
globaldev
ruby

Top Hashtags in Tweet in G1:
openscience
opendata
scicomm
scio14
openaccess
pubmed
sciox
a2ucomp
globaldev
brain

Top Hashtags in Tweet in G2:
openscience
opendata
citizenscience
torrent
openaccess
sciodiglit
scio14
a2ucomp
publishing
science

Top Hashtags in Tweet in G3:
openscience
opendata
everyone
datasharing
openaccess
data
bioethics
geonomics
ccs14
sciox

Top Hashtags in Tweet in G4:
openscience
opendata
openaccess
sciox
ruby
ux
scicomm
scifund
globaldev
reproducibility

Top Hashtags in Tweet in G5:
openscience
opendata
openaccess
archaeology
scioprocess
scio14
opensource
altmetrics
киберленинка
oa

Top Hashtags in Tweet in G6:
openscience
opendata
openaccess
everyone
floksociety
investigaciónciudadana
sciosd
plosfail
hatersgonnahate
plos

Top Hashtags in Tweet in G7:
altmetrics
openscience
sciox
opendata
academia
openknowledge
everyone
scio14
pubmed
e891

Top Hashtags in Tweet in G8:
openscience
openaccess
vivoifest14
semweb
hackathon
opendata
3dprinted
diybio
scio14
lod

Top Hashtags in Tweet in G9:
openscience
toulouse
openaccess
hyphd
pollinisation
sharing
openknowledge
slideshare
wikicoesc
africa

Top Hashtags in Tweet in G10:
openscience
opendata
openaccess
ccs14
citizen
cisci
ipython
reproducibility
pydata
openplanning

Top Words in Tweet in Entire Graph:
openscience
data
new
plos
policy
opendata
sharing
access
public
science

Top Words in Tweet in G1:
openscience
data
science
open
opendata
scientists
scio14
via
twitter
review

Top Words in Tweet in G2:
openscience
data
plos
opendata
randal_olson
publicly
authors
new
make
available

Top Words in Tweet in G3:
data
plosone
policy
new
public
access
plos
sharing
wide
excited

Top Words in Tweet in G4:
openscience
data
new
science
research
briannosek
looking
brianglanz
osframework
help

Top Words in Tweet in G5:
openscience
open
okfn
peterkraker
new
building
repository
data
science
ckanproject

Top Words in Tweet in G6:
openscience
opendata
data
openaccess
theo_bloom
emckiernan13
policy
new
plos
concerns

Top Words in Tweet in G7:
openscience
impactstory
researchers
need
twitter
professional
blog
ypriverol
sciox
altmetric

Top Words in Tweet in G8:
openscience
data
figshare
cameronneylon
large
volumes
challenging
geoffrey
boulton
selling

Top Words in Tweet in G9:
openscience
à
anthonytruchet
hackyourphd
toulouse
ce
soir
partir
18h30
le

Top Words in Tweet in G10:
openscience
open
data
science
opendata
plos
h
sharing
citizen
openaccess

Top Word Pairs in Tweet in Entire Graph:
data,sharing
sharing,policy
public,access
access,data
new,plos
policy,public
wide,data
plos,wide
excited,announce
announce,new

Top Word Pairs in Tweet in G1:
introducing,scientists
creative,thoughts
thoughts,introducing
scientists,educators
educators,twitter
twitter,via
via,2footgiraffe
openscience,creative
openscience,syllabus
2footgiraffe,scio14

Top Word Pairs in Tweet in G2:
data,publicly
authors,make
make,data
publicly,available
requires,authors
plos,now
now,requires
available,immediately
immediately,publication
randal_olson,plos

Top Word Pairs in Tweet in G3:
public,access
access,data
data,sharing
sharing,policy
plos,wide
wide,data
policy,public
excited,announce
announce,new
new,plos

Top Word Pairs in Tweet in G4:
briannosek,new
hiring,looking
looking,ruby
ruby,dev
dev,ux
ux,designer
designer,researcher
researcher,passionate
openscience,worth
worth,repeating

Top Word Pairs in Tweet in G5:
new,version
visualization,head
head,start
start,released
panton,fellow
fellow,peterkraker
repository,openscience
building,archaeological
archaeological,project
project,repository

Top Word Pairs in Tweet in G6:
concerns,plos's
plos's,new
new,opendata
opendata,policy
policy,openscience
openscience,openaccess
openaccess,mbeisen
mbeisen,theo_bloom
openscience,plos
plos,always

Top Word Pairs in Tweet in G7:
researchers,need
need,twitter
twitter,professional
professional,blog
blog,impactstory
openscience,researchers
impactstory,ypriverol
ypriverol,sciox
sciox,altmetric
phil_baty,openscience

Top Word Pairs in Tweet in G8:
large,volumes
volumes,data
data,challenging
challenging,openscience
openscience,geoffrey
geoffrey,boulton
figshare,large
openscience,selling
selling,content
content,outdated

Top Word Pairs in Tweet in G9:
openscience,à
à,toulouse
ce,soir
soir,à
à,partir
partir,18h30
1er,apéritif
apéritif,openscience
c'est,ce
18h30,le

Top Word Pairs in Tweet in G10:
open,science
opendata,openscience
h,h
data,openscience

Top Replied-To in Entire Graph:
openscience
mcdawg
thepeerj
leclercfl
brianglanz
ahmadia
drstelling
solveeczema
ctitusbrown
everickert

Top Replied-To in G1:
openscience
mcdawg
thepeerj
drstelling
solveeczema
ahmadia
ctitusbrown
graham_coop
doajplus
dr_krystal

Top Replied-To in G2:
openscience
mvickyschneider
sdosemagen
gvwilson
elloydross
dvdgrs

Top Replied-To in G3:
canhealthyocean
mrhunsaker

Top Replied-To in G4:
brianglanz
randal_olson
ahmadia
everickert
pytennessee
pwk2013
lexnederbragt
openscience
briannosek

Top Replied-To in G5:
openscience
journalysis
stekosteko

Top Replied-To in G6:
openscience
germsandnumbers
plos
introspection

Top Replied-To in G8:
davidwhogg
bmpvieira

Top Replied-To in G9:
openscience
celyagd

Top Mentioned in Entire Graph:
openscience
plos
plosone
randal_olson
impactstory
ypriverol
osframework
peterkraker
okfn
emckiernan13

Top Mentioned in G1:
openscience
2footgiraffe
_inu
plos
oui_ui
arsenaultbenoit
thepeerj
garymarcus
naturejobs
brianglanz

Top Mentioned in G2:
plos
randal_olson
openscience
swcarpentry
mozillascience
luckytran
kaythaney
p2pu
protohedgehog
scigit

Top Mentioned in G3:
plosone
lizatplos
openscience
plos
owenboswarva
lets_experiment
dnadigest
scigit
randal_olson
theo_bloom

Top Mentioned in G4:
openscience
osframework
briannosek
brianglanz
ploslabs
engagescience
scienceexchange
fireg
scidevnet
sagebio

Top Mentioned in G5:
okfn
peterkraker
ckanproject
openscience
opendatamark
antarch
cyberleninka
openscienceasap
scholarlycomm
journalysis

Top Mentioned in G6:
theo_bloom
openscience
plos
emckiernan13
mbeisen
iandworkin
floksociety
plosone
jnmazon
heatherbuschman

Top Mentioned in G7:
openscience
impactstory
ypriverol
phil_baty
finnianh
textundblog
jens_rehlaender
tiscar
ignasi
yprive

Top Mentioned in G8:
figshare
cameronneylon
openscience
scienceguidenl
plos
elsevier
indiebbdna
vivocollab
digitalsci
tkb

Top Mentioned in G9:
anthonytruchet
hackyourphd
openscience
celyagd
proto204
stephaniecouv
drhammersley
u_parissaclay
u_parissacl
sc

Top Tweeters in Entire Graph:
kitri1
annoula64
pfanderson
computionist
dascritch
glynmoody
nodesystems
gkjohn
readywriting
iteration23

Top Tweeters in G1:
annoula64
iteration23
sibelefausto
indianadiez
runtodaylight
dominiquevanpee
bengoldacre
nmccay
phylogenomics
markthoma

Top Tweeters in G2:
nodesystems
shokufeyesib
kayludlow
michaelorganic
arstechnica
jalbertbowdenii
thestackscat
barrywellman
nopiedra
protohedgehog

Top Tweeters in G3:
kitri1
glynmoody
gkjohn
lenteaberta
bobguildner
omonsasi
keith_laws
drbachinsky
himay
eperlste

Top Tweeters in G4:
c_coolidge
whysharksmatter
ernestopriego
jjmerelo
drjudystone
tac_niso
amreadertoo
estherrawson
thatneilmartin
danjite

Top Tweeters in G5:
kegill
gawbul
drricky
maliciarogue
dadamama3
planetalinux
mlbrook
evomri
keegzzz
lornamcampbell

Top Tweeters in G6:
computionist
drugmonkeyblog
dr24hours
clovisml
mbauwens
birasuegi
zoltanvarju
doctorzen
arjanelfassed
axfelix

Top Tweeters in G7:
pfanderson
readywriting
textundblog
katabaticesque
majuzub
mrgunn
notanna1
mattpearson
flexnib
bioinfocus

Top Tweeters in G8:
elsevier
onetruecathal
keitabando
izs
scienceguidenl
normnz
edd_hind
biomedcentral
angelinamagnum
lordbexar

Top Tweeters in G9:
dascritch
gayaneadourian
audrey_bardon
repeatagain
celyagd
science_open
ljegou
scienceanim
artscifactory
stephaniecouv

Top Tweeters in G10:
sunylf
guzmanadrian
patrickdurusau
mcgrof
mceep
jacktownsend_
seqcomplete
ryu5t
ruppmax
stiivi