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openscience Twitter NodeXL SNA Map and Report for Saturday, 29 June 2013 at 18:09 UTC
openscience Twitter NodeXL SNA Map and Report for Saturday, 29 June 2013 at 18:09 UTC
From:
marc_smith
Uploaded on:
June 29, 2013
Description:
The graph represents a network of 714 Twitter users whose recent tweets contained "openscience", taken from a data set limited to a maximum of 18,000 tweets. The network was obtained on Saturday, 29 June 2013 at 18:09 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 tweets were made over the 6-day, 22-hour, 16-minute period from Saturday, 22 June 2013 at 18:31 UTC to Saturday, 29 June 2013 at 16:48 UTC.

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 relationship 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: 714
Unique Edges: 1169
Edges With Duplicates: 333
Total Edges: 1502
Self-Loops: 136
Reciprocated Vertex Pair Ratio: 0.0432152117545376
Reciprocated Edge Ratio: 0.0828500414250207
Connected Components: 67
Single-Vertex Connected Components: 32
Maximum Vertices in a Connected Component: 583
Maximum Edges in a Connected Component: 1358
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.277104
Graph Density: 0.00237093434849396
Modularity: 0.60869
NodeXL Version: 1.0.1.244

Top 10 Vertices, Ranked by Betweenness Centrality:
openscience
whitehouse
figshare
maliciarogue
rmounce
github
gianluca_dotti
ekansa
gezelter
symbionticism

Top URLs in Tweet in Entire Graph:
http://www.openscience.org/blog/?p=686
https://github.com/weecology/data-sharing-paper/issues/71
http://blog.okfn.org/2013/06/25/rigour-and-openness-in-21st-century-science/
http://blogs.plos.org/paleo/2013/06/24/sharing-paleodata/
http://theconversation.com/funding-bodies-will-have-to-force-scientists-to-share-data-14788
http://audrey.fmf.uni-lj.si/hott.html
http://www.antarcticglaciers.org/
http://blog.epa.gov/science/2013/06/epa-scientists-presented-open-science-at-white-house/
http://rigourandopenness.com/
http://www.whitehouse.gov/blog/2013/06/20/large-scale-open-access-research-and-outreach

Top URLs in Tweet in G1:
http://theconversation.com/funding-bodies-will-have-to-force-scientists-to-share-data-14788?utm_content=buffer3eeea&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://t.co/jf5Oz9UWL3?utm_content=bufferd4cc5&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
https://diybioeu.hackpad.com/
https://t.co/lo9KZhyyik?utm_content=bufferca66f&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://blog.nature.org/science/2013/06/28/the-cooler-plos-one-journal-impact-factor/
http://www.openaccessweek.org/
http://audrey.fmf.uni-lj.si/hott.html
http://www.openscience.org/blog/?p=686
http://t.co/mIeEKOoFPZ?utm_content=bufferd7139&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://t.co/eDHjfczBJ1?utm_content=buffer2d1cd&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer

Top URLs in Tweet in G2:
http://www.openscience.org/blog/?p=686
http://blog.epa.gov/science/2013/06/epa-scientists-presented-open-science-at-white-house/
http://thealamedan.org/news/profiler-open-contexts-eric-kansa
http://www.whitehouse.gov/blog/2013/06/20/large-scale-open-access-research-and-outreach
http://t.co/M2Ld2p0eF7?utm_content=bufferbfe75&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://www.whitehouse.gov/blog/2013/06/20/indiana-jones-and-dungeon-lost-data
http://www.law.yale.edu/news/16981.htm
http://wh.gov/lOCXt?utm_content=buffer9e757&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://www.epa.gov/ncct/dsstox/
http://www.whitehouse.gov/blog/2013/06/21/celebrating-open-science-champions-change-white-house

Top URLs in Tweet in G3:
https://github.com/weecology/data-sharing-paper/issues/71
http://stefanv.github.io/blog/2013/06/27/scipy2013-proceedings/
http://pages.github.com
http://impactstory.org
http://theconversation.com/funding-bodies-will-have-to-force-scientists-to-share-data-14788
http://www.openscience.org/blog/?p=686
https://github.com/exosamsi/detrending/issues/21
http://openscience.com/the-global-research-council-open-access-increases-the-quality-of-research-communication/
https://sites.google.com/site/openingsciencetosociety/news/anagni-programme
http://blog.okfn.org/2013/06/25/rigour-and-openness-in-21st-century-science/

Top URLs in Tweet in G4:
http://blogs.plos.org/paleo/2013/06/24/sharing-paleodata/
http://theconversation.com/funding-bodies-will-have-to-force-scientists-to-share-data-14788
http://figshare.com/blog/Open_Stories_for_Open_Research/89#sthash.HQeCZI1Y.uxfs
http://oystergen.es/vigo
http://openscienceframework.org/explore/activity/
http://t.co/eDHjfczBJ1?utm_content=buffer2d1cd&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
https://sites.google.com/site/openingsciencetosociety/news/anagni-programme
http://vivoweb.org/blog/2013/06/r
http://blogs.plos.org/paleo/2013/06/26/sharing-paleodata-part-2-dryad/
http://openscienceframework.org/

Top URLs in Tweet in G5:
http://www.openscience.org/blog/?p=686
http://openscience.com/why-scientists-are-reluctant-to-publish-in-open-access/
http://www.youtube.com/watch?v=tztUbIPb5oQ
http://tweetedtimes.com/#!/leclercfl/openedu
http://math.andrej.com/2013/06/20/the-hott-book/
http://www.openaccessweek.org/
http://jama.jamanetwork.com/article.aspx?articleID=1699471&utm_source=Silverchair+Information+Systems&utm_medium=email&utm_campaign=JAMA%3AOnlineFirst06%2F20%2F2013#.UcgW-aAZJGU.twitter
http://theconversation.com/funding-bodies-will-have-to-force-scientists-to-share-data-14788
http://openscience.com/new-open-access-policy-at-oregon-state-university/
http://theconversation.com/funding-bodies-will-have-to-force-scientists-to-share-data-14788?utm_content=buffer291fb&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer

Top URLs in Tweet in G6:
http://www.kisskissbankbank.com/en/projects/hackyourphd-aux-states
http://www.frontiersin.org/Computational_Neuroscience/researchtopics/Beyond_open_access_visions_for/137
http://blog.okfn.org/2013/06/25/rigour-and-openness-in-21st-century-science/
http://www.opensciencetraining.com
http://www.kisskissbankbank.com/hackyourphd-aux-states
http://www.kisskissbankbank.com/fr/projects/hackyourphd-aux-states
http://www.plosone.org/article/info:doi/10.1371/journal.pone.0065263
http://www.whitehouse.gov/champions/open-science
http://openscienceframework.org/
http://audrey.fmf.uni-lj.si/hott.html

Top URLs in Tweet in G7:
http://figshare.com/blog/Publishing:_Evolution_Disruption_&_the_Future/88?utm_content=buffer77e14&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://news.cornell.edu/stories/2013/06/white-house-honors-ginsparg-arxiv
http://linkedscience.org/events/lisc2013/
http://www.medstartr.com/projects/188-hacking-hipaa?utm_source=buffer&utm_campaign=Buffer&utm_content=buffer0df65&utm_medium=twitter
https://github.com/karpathy/researchlei
http://www.openscience.org/blog/?p=686
http://www.openaccessweek.org/
http://bit.ly/1cgEUkb

Top URLs in Tweet in G8:
http://blog.okfn.org/2013/06/25/rigour-and-openness-in-21st-century-science/
http://rigourandopenness.com/
https://www.authorea.com/
https://github.com/cpfaff/Open-Science-Paper
http://science20.wordpress.com/2013/06/25/an-inclusive-approach-to-open-science/
https://www.authorea.com/issues
https://github.com/befdata/befdata
https://t.co/XZKvnyF37E?utm_content=buffer0d967&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
https://github.com/cpfaff
https://github.com/befdata/rbefdata

Top URLs in Tweet in G9:
http://www.youtube.com/watch?v=PDweerwQPVw

Top URLs in Tweet in G10:
http://www.antarcticglaciers.org/
http://www.bbc.co.uk/news/science-environment-23044469
http://www.scoop.it/t/open-science/p/4003759780/crowd-funding-cash-on-demand
http://www.scoop.it/t/science-2-0-news/p/4003868261/social-media-for-science-outreach-a-case-study-antarcticglaciers-org
http://www.scoop.it/t/open-science/p/4003827292/social-media-for-science-outreach-a-case-study-antarcticglaciers-org

Top Domains in Tweet in Entire Graph:
github.com
t.co
whitehouse.gov
google.com
openscience.org
plos.org
theconversation.com
okfn.org
wordpress.com
youtube.com

Top Domains in Tweet in G1:
t.co
theconversation.com
whitehouse.gov
plos.org
hackpad.com
flickr.com
nature.org
openaccessweek.org
uni-lj.si
openscience.org

Top Domains in Tweet in G2:
whitehouse.gov
openscience.org
epa.gov
thealamedan.org
t.co
yale.edu
wh.gov
youtube.com
ow.ly
flickr.com

Top Domains in Tweet in G3:
github.com
github.io
impactstory.org
theconversation.com
openscience.com
openscience.org
google.com
okfn.org
figshare.com
youtube.com

Top Domains in Tweet in G4:
plos.org
theconversation.com
openscienceframework.org
figshare.com
t.co
oystergen.es
google.com
vivoweb.org
whitehouse.gov
doi.org

Top Domains in Tweet in G5:
openscience.com
youtube.com
openscience.org
theconversation.com
wordpress.com
tweetedtimes.com
andrej.com
openaccessweek.org
jamanetwork.com
whitehouse.gov

Top Domains in Tweet in G6:
kisskissbankbank.com
frontiersin.org
okfn.org
opensciencetraining.com
plosone.org
whitehouse.gov
openscienceframework.org
uni-lj.si

Top Domains in Tweet in G7:
figshare.com
cornell.edu
linkedscience.org
medstartr.com
github.com
openscience.org
openaccessweek.org
bit.ly

Top Domains in Tweet in G8:
okfn.org
github.com
rigourandopenness.com
authorea.com
wordpress.com
t.co
alpine-geckos.at

Top Domains in Tweet in G9:
youtube.com

Top Domains in Tweet in G10:
antarcticglaciers.org
scoop.it
co.uk

Top Hashtags in Tweet in Entire Graph:
openscience
opendata
openaccess
whchamps
mappetrieste
evol2013
rstats
ievobio
education
oa

Top Hashtags in Tweet in G1:
openscience
openaccess
opendata
whchamps
sciox
citizenscience
altmetrics
oa
diybio
diybioeu

Top Hashtags in Tweet in G2:
openscience
whchamps
opendata
archaeology
altac
openaccess
data
openscie
crmarch
oa

Top Hashtags in Tweet in G3:
openscience
rstats
ievobio
evol2013
job
opendata
openscien
nceassi
open
genderdisparity

Top Hashtags in Tweet in G4:
openscience
opendata
openscie
openresearch
shellfish
epigenetic
onsci
scipy2013
python
open

Top Hashtags in Tweet in G5:
openscience
opendata
openaccess
oa
opensource
okfn
tor
openacademia
jama
rct

Top Hashtags in Tweet in G6:
openscience
scholrev
hyphd
oxtalent2013
oer
open
research
society
crowdfunding
openaccess

Top Hashtags in Tweet in G7:
openscience
evol2013
o
openaccess
hcresearch
lisc2013
iswc2013
oa
occupy
ows

Top Hashtags in Tweet in G8:
openscience
openoxford
opensci
research20
graz
owgraz3
epscor

Top Hashtags in Tweet in G9:
openaccess
openscience
mooc

Top Hashtags in Tweet in G10:
openscience
oa
crowdfunding
reachingoutsci

Top Words in Tweet in Entire Graph:
openscience
rt
open
science
data
whitehouse
new
amp
opendata
openaccess

Top Words in Tweet in G1:
rt
openscience
open
science
openaccess
scientists
nature
patenting
data
new

Top Words in Tweet in G2:
openscience
rt
whitehouse
whchamps
comes
age
ekansa
gezelter
opendata
archaeology

Top Words in Tweet in G3:
openscience
rt
open
github
new
dialogue
between
reviewer
author
inspires

Top Words in Tweet in G4:
openscience
rt
data
figshare
open
opendata
sarahwerning
osframework
datadryad
part

Top Words in Tweet in G5:
openscience
open
access
opendata
science
openaccess
scientists
data
amp
publish

Top Words in Tweet in G6:
openscience
rt
battagliaem
hackyourphd
celyagd
thanks
thewinnower
idea
post
open

Top Words in Tweet in G7:
openscience
rt
evol2013
symbionticism
now
17
attendees
following
r
neat

Top Words in Tweet in G8:
openscience
rt
science
videos
rigour
openness
21st
century
okfn
scienceokfnat

Top Words in Tweet in G9:
openscience
rt
make
medical
research
available
everyone
openaccess
journals
via

Top Words in Tweet in G10:
openscience
rt
rmounce
science
matter
publish
more
convinced
really
content

Top Word Pairs in Tweet in Entire Graph:
rt,openscience
open,dialogue
dialogue,between
between,reviewer
author,inspires
inspires,new
new,rstats
rstats,package
openscience,opendata
openscience,comes

Top Word Pairs in Tweet in G1:
rt,openscience
open,access
patenting,gene
gene,nature
nature,akin
akin,patenting
patenting,chemical
chemical,element
element,nature
nature,seems

Top Word Pairs in Tweet in G2:
openscience,comes
comes,age
whchamps,openscience
rt,ekansa
opendata,issues
issues,archaeology
champions,change
altac,openscience
rt,atulbutte
atulbutte,whchamps

Top Word Pairs in Tweet in G3:
open,dialogue
dialogue,between
between,reviewer
author,inspires
inspires,new
new,rstats
rstats,package
ethanwhite,open
reviewer,author
package,love

Top Word Pairs in Tweet in G4:
openscience,opendata
part,1
rt,figshare
rt,datadryad
paleontological,data
data,repositories
1,databases
databases,out
datadryad,paleontological
repositories,part

Top Word Pairs in Tweet in G5:
open,access
opendata,openscience
open,science
access,week
openscience,comes
comes,age
funding,bodies
bodies,force
force,scientists
scientists,share

Top Word Pairs in Tweet in G6:
battagliaem,openscience
post,publication
publication,peer
peer,review
openscience,introspection
idea,open
open,evaluation
evaluation,papers
papers,post
review,scholrev

Top Word Pairs in Tweet in G7:
rt,symbionticism
evol2013,attendees
following,evol2013
symbionticism,17
17,evol2013
attendees,r
r,now
now,following
evol2013,neat
neat,twitter

Top Word Pairs in Tweet in G8:
openness,21st
21st,century
rigour,openness
century,science
t,co
report,videos
videos,rigour
science,openscience
openscience,openoxford
rt,okfn

Top Word Pairs in Tweet in G9:
make,medical
medical,research
research,available
available,everyone
everyone,openaccess
openaccess,journals
journals,via
via,openscience
openscience,plosmedicine
plosmedicine,msf_usa

Top Word Pairs in Tweet in G10:
more,convinced
convinced,really
really,matter
matter,publish
publish,content
content,important
rt,rmounce
social,media
media,science
science,outreach

Top Replied-To in Entire Graph:
openscience
celyagd
rmounce
geneticalliance
leclercfl
wandedob
mi3soous
seanness
microryza
thewinnower

Top Replied-To in G1:
openscience
mi3soous
pelsuelab
mbeisen

Top Replied-To in G2:
opencontext
openscience
kennypeanuts

Top Replied-To in G3:
researchremix
carlystrasser

Top Replied-To in G4:
openscience
figshare

Top Replied-To in G5:
leclercfl

Top Replied-To in G6:
celyagd
rmounce
seanness
brianglanz
scholarlykitchn
falling_walls
thewinnower
microryza
battagliaem
wandedob

Top Replied-To in G7:
whitehouse
johnpharmd

Top Replied-To in G10:
wandedob
kiyanwang
rmounce

Top Mentioned in Entire Graph:
openscience
whitehouse
figshare
ethanwhite
cbo
researchremix
osframework
github
ekansa
whitehouseostp

Top Mentioned in G1:
openscience
whitehouse
brembs
plos
mikegalsworthy
wilbanks
whitehouseostp
osframework
plosone
f1000research

Top Mentioned in G2:
whitehouse
ekansa
gezelter
whitehouseostp
openscience
atulbutte
eparesearch
brianglanz
cornellcas
gvwi

Top Mentioned in G3:
ethanwhite
cbo
researchremix
github
stefanvdwalt
fperez_org
davidwhogg
phylogenomics
cboettig
ucberkeley

Top Mentioned in G4:
figshare
sarahwerning
osframework
datadryad
openscience
jeffspies
briannosek
sr320
whitehouse
kristiholmes

Top Mentioned in G6:
openscience
hackyourphd
battagliaem
kissbankers
introspection
jenny_molloy
thewinnower
opens
ltgoxford
stilettofiend

Top Mentioned in G7:
symbionticism
openscience
evol2013
mcdawg
figshare
cornell
fredtrotter
linkedscience
whitehouse
johnpharmd

Top Mentioned in G8:
okfn
scienceokfnat
patrickhoefler
openscience
spaghetti_folks
repec
_krisjack
authorea
ctpfaff

Top Mentioned in G9:
openscience
plosmedicine
msf_usa
msf_uk
valenzuela_rosa
eteachingorg
dunkelmunkel
textundblog
innomedyx
dillenbo

Top Mentioned in G10:
rmounce
treeofscience
openscience
julien_hering
kennypeanuts
kiyanwang
paulcraze
trends_ecol_evo
uniofbath
peeragescience

Top Tweeters in Entire Graph:
hashonomy_gus
boraz
rtstartups
motherjones
florenceporcel
textundblog
practicalwisdom
edyong209
oyekuise
uplib

Top Tweeters in G1:
boraz
motherjones
textundblog
edyong209
iteration23
majuzub
snarkathon
dnlee5
kaythaney
markomanka

Top Tweeters in G2:
hashonomy_gus
wise_diva
carolmaewy
mysciencework
dupuisj
egonwillighagen
eperlste
moorejh
amreadertoo
tawop

Top Tweeters in G3:
jjmerelo
randreszurita
phylogenomics
815wrldtrvlr
tac_niso
jchrispires
researchremix
bkeegan
lexnederbragt
yy

Top Tweeters in G4:
oyekuise
alizardx
nopiedra
pinnochia
keitabando
justicelawdev
travischapman
dominiquevanpee
jennibeattie
figshare

Top Tweeters in G5:
leclercfl
vlad_perun
antamen
clarisema
estratic
sarah_zhr
mhohner
vincentabinet
csedev
readkev

Top Tweeters in G6:
uplib
jacintodavila
strangeattracto
celyagd
philosopher1978
iftf
owenboswarva
kissbankers
seanness
scholarlykitchn

Top Tweeters in G7:
notmecharles
avinashtn
mcdawg
trentyarwood
ihatevista
jillmwo
fredtrotter
rrkennison
cornell
devinberg

Top Tweeters in G8:
scilib
xzy_
shawncarrie
cantavestrella
balapagos
loleg
bebener
okfn
elyw
lizwalkleyhall

Top Tweeters in G9:
jeanpol
v_i_o_l_a
druidaeduardo
msf_usa
dunkelmunkel
msf_uk
erinmaochu
meimeian
jtcone1977
frauvioline

Top Tweeters in G10:
eismc2
drricky
ferwen
rancidpotato
geneticistmx
kiyanwang
rmounce
laurawheelers
uniofbath
mc_hankins