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#scioresearch Twitter NodeXL SNA Map and Report for Sunday, 02 March 2014 at 03:56 UTC
#scioresearch Twitter NodeXL SNA Map and Report for Sunday, 02 March 2014 at 03:56 UTC
From:
marc_smith
Uploaded on:
March 02, 2014
Description:
The graph represents a network of 119 Twitter users whose recent tweets contained "#scioresearch", 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 03:56 UTC.

The tweets in the network were tweeted over the 7-day, 1-hour, 19-minute period from Saturday, 22 February 2014 at 21:40 UTC to Saturday, 01 March 2014 at 22:59 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: 119
Unique Edges: 286
Edges With Duplicates: 278
Total Edges: 564
Self-Loops: 78
Reciprocated Vertex Pair Ratio: 0.12621359223301
Reciprocated Edge Ratio: 0.224137931034483
Connected Components: 3
Single-Vertex Connected Components: 2
Maximum Vertices in a Connected Component: 117
Maximum Edges in a Connected Component: 562
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.590315
Graph Density: 0.0247827944737217
Modularity: 0.28315
NodeXL Version: 1.0.1.319

Top 10 Vertices, Ranked by Betweenness Centrality:
whysharksmatter
leafwarbler
ktinvasion
rdearborn
louwoodley
jtspartz
rebeccaafrench
cogscilibrarian
jomcparklib
plosone

Top URLs in Tweet in Entire Graph:
http://www.southernfriedscience.com/?p=16280
http://www.telegraph.co.uk/science/10645526/Postnatal-depression-can-be-predicted-by-monitoring-womans-Twitter-feed-scientists-find.html
http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
http://www.pewinternet.org/files/2014/02/How-we-analyzed-Twitter-social-media-networks.pdf
http://ropensci.org/related/
http://f1000research.com/articles/3-38/v1
http://www.pewinternet.org/
http://www.news.wisc.edu/20931
https://login.libproxy.lib.unc.edu/login?url=http://link.springer.com/article/10.1007/s11199-011-0041-2
http://www.wilsoncenter.org/publication/connecting-grassroots-and-government-for-disaster-response-1

Top URLs in Tweet in G1:
http://www.southernfriedscience.com/?p=16280
http://www.news.wisc.edu/20931
http://library.queensu.ca/ojs/index.php/IEE/article/view/4607
http://www.pewinternet.org/
http://www.telegraph.co.uk/science/10645526/Postnatal-depression-can-be-predicted-by-monitoring-womans-Twitter-feed-scientists-find.html
http://new.ted.com/talks/sugata_mitra_the_child_driven_education
http://link.springer.com/chapter/10.1007%2F978-3-642-38256-7_24
http://ropensci.org/related/
http://www.pewinternet.org/2013/12/30/demographics-of-key-social-networking-platforms/

Top URLs in Tweet in G2:
http://www.southernfriedscience.com/?p=16280
http://www.telegraph.co.uk/science/10645526/Postnatal-depression-can-be-predicted-by-monitoring-womans-Twitter-feed-scientists-find.html
http://f1000research.com/articles/3-38/v1
http://link.springer.com/chapter/10.1007%2F978-3-642-38256-7_24
https://login.libproxy.lib.unc.edu/login?url=http://link.springer.com/article/10.1007/s11199-011-0041-2
http://www.wilsoncenter.org/publication/connecting-grassroots-and-government-for-disaster-response-1
http://www.pewinternet.org/
http://new.ted.com/talks/sugata_mitra_the_child_driven_education
http://research.microsoft.com/en-us/projects/nodexl/
http://en.wikipedia.org/wiki/Institutional_review_board

Top URLs in Tweet in G3:
http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
http://www.pewinternet.org/files/2014/02/How-we-analyzed-Twitter-social-media-networks.pdf
http://www.southernfriedscience.com/?p=16280
http://www.scribd.com/doc/132870440/Upwell-Pilot-Report-2013
http://www.pewinternet.org/
http://www.wilsoncenter.org/article/did-you-feel-it-citizens-contribute-to-earthquake-science
http://nodexl.codeplex.com/

Top URLs in Tweet in G4:
http://www.telegraph.co.uk/science/10645526/Postnatal-depression-can-be-predicted-by-monitoring-womans-Twitter-feed-scientists-find.html
http://www.pewinternet.org/
http://www.southernfriedscience.com/?p=16280
http://www.upwell.us/upwells-pilot-report-aka-165-pages-awesomeness
http://nodexl.codeplex.com/
http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
http://www.pewinternet.org/files/2014/02/How-we-analyzed-Twitter-social-media-networks.pdf
http://www.pewinternet.org/2013/12/30/demographics-of-key-social-networking-platforms/
http://www.scribd.com/doc/132870440/Upwell-Pilot-Report-2013
http://ropensci.org/related/

Top URLs in Tweet in G5:
http://f1000research.com/articles/3-38/v1
http://www.southernfriedscience.com/?p=16280
http://www.telegraph.co.uk/science/10645526/Postnatal-depression-can-be-predicted-by-monitoring-womans-Twitter-feed-scientists-find.html
http://www.wilsoncenter.org/article/did-you-feel-it-citizens-contribute-to-earthquake-science
http://www.wilsoncenter.org/publication/connecting-grassroots-and-government-for-disaster-response-1
http://www.wilsoncenter.org/publication/tweeting-storm-the-promise-and-perils-crisis-mapping

Top URLs in Tweet in G6:
http://ropensci.org/related/
http://www.telegraph.co.uk/science/10645526/Postnatal-depression-can-be-predicted-by-monitoring-womans-Twitter-feed-scientists-find.html
http://blogs.plos.org/tech/advanced-search-api-capabilties/
https://login.libproxy.lib.unc.edu/login?url=http://link.springer.com/article/10.1007/s11199-011-0041-2
https://dev.twitter.com/docs/twitter-libraries
http://davetang.org/muse/2013/04/06/using-the-r_twitter-package/
http://www.plosone.org/article/twitter/info:doi/10.1371/journal.pone.0067380
http://f1000research.com/articles/3-38/v1
http://almreports.plos.org

Top URLs in Tweet in G7:
http://www.southernfriedscience.com/?p=16280

Top URLs in Tweet in G8:
http://www.southernfriedscience.com/?p=16280

Top Domains in Tweet in Entire Graph:
southernfriedscience.com
pewinternet.org
co.uk
ropensci.org
f1000research.com
wilsoncenter.org
wisc.edu
unc.edu
springer.com
codeplex.com

Top Domains in Tweet in G1:
southernfriedscience.com
wisc.edu
pewinternet.org
queensu.ca
co.uk
ted.com
springer.com
ropensci.org

Top Domains in Tweet in G2:
southernfriedscience.com
co.uk
f1000research.com
wilsoncenter.org
springer.com
unc.edu
pewinternet.org
ted.com
microsoft.com
wikipedia.org

Top Domains in Tweet in G3:
pewinternet.org
southernfriedscience.com
scribd.com
wilsoncenter.org
codeplex.com

Top Domains in Tweet in G4:
pewinternet.org
co.uk
southernfriedscience.com
upwell.us
codeplex.com
scribd.com
ropensci.org
wilsoncenter.org
brandwatch.com
wisc.edu

Top Domains in Tweet in G5:
wilsoncenter.org
f1000research.com
southernfriedscience.com
co.uk

Top Domains in Tweet in G6:
ropensci.org
plos.org
co.uk
unc.edu
twitter.com
davetang.org
plosone.org
f1000research.com

Top Domains in Tweet in G7:
southernfriedscience.com

Top Domains in Tweet in G8:
southernfriedscience.com

Top Hashtags in Tweet in Entire Graph:
scioresearch
scio14
sciolaw
timewarp
knowyourjargon
ethics
wishuwerehere
fb
scioimprove
unc

Top Hashtags in Tweet in G1:
scioresearch
scio14
sciolaw
timewarp

Top Hashtags in Tweet in G2:
scioresearch
scio14
knowyourjargon
scioimprove
wishuwerehere
sciolaw
timewarp

Top Hashtags in Tweet in G3:
scioresearch
scio14

Top Hashtags in Tweet in G4:
scioresearch
scio14
ethics
fb

Top Hashtags in Tweet in G5:
scioresearch
scio14

Top Hashtags in Tweet in G6:
scioresearch
scio14

Top Hashtags in Tweet in G7:
scioresearch
unc
lawdawgs

Top Hashtags in Tweet in G8:
scioresearch

Top Words in Tweet in Entire Graph:
scioresearch
scio14
social
media
research
twitter
data
whysharksmatter
tool
using

Top Words in Tweet in G1:
scioresearch
whysharksmatter
scio14
social
research
media
session
tool
scientific
info

Top Words in Tweet in G2:
scioresearch
scio14
social
media
research
data
twitter
using
whysharksmatter
tool

Top Words in Tweet in G3:
scioresearch
scio14
social
media
whysharksmatter
research
twitter
data
people
nodexl

Top Words in Tweet in G4:
scioresearch
social
scio14
media
research
twitter
data
using
tool
use

Top Words in Tweet in G5:
scioresearch
twitter
scio14
data
plosone
published
174
papers
based
rebeccaafrench

Top Words in Tweet in G6:
scioresearch
twitter
data
here's
r
access
packages
help
under
'social

Top Words in Tweet in G7:
research
social
media
scioresearch

Top Words in Tweet in G8:
scioresearch

Top Word Pairs in Tweet in Entire Graph:
social,media
scioresearch,scio14
scio14,scioresearch
research,tool
using,social
scientific,research
media,research
media,scientific
background,info
twitter,data

Top Word Pairs in Tweet in G1:
social,media
research,tool
scientific,research
background,info
media,scientific
scio14,session
tool,background
info,scio14
whysharksmatter,social
whysharksmatter,scioresearch

Top Word Pairs in Tweet in G2:
social,media
scio14,scioresearch
using,social
scioresearch,scio14
research,tool
ethics,using
media,research
scientific,research
use,online
article,mentioned

Top Word Pairs in Tweet in G3:
social,media
scioresearch,scio14
scio14,scioresearch
pewinternet,analyzed
analyzed,twitter
twitter,networks
networks,http
http,t
t,co
co,80i3obvudk

Top Word Pairs in Tweet in G4:
social,media
scioresearch,scio14
scio14,scioresearch
media,research
research,tool
using,social
research,tools
use,social
tool,acknowledge
acknowledge,population

Top Word Pairs in Tweet in G5:
scioresearch,scio14
plosone,published
published,174
174,papers
papers,based
based,twitter
twitter,data
data,scioresearch
rebeccaafrench,plosone
social,media

Top Word Pairs in Tweet in G6:
scioresearch,here's
here's,r
r,packages
packages,help
help,access
access,twitter
twitter,data
data,under
under,'social
'social,media'

Top Word Pairs in Tweet in G7:
social,media

Top Replied-To in Entire Graph:
whysharksmatter
drkeegansawyer
kightpat
fromthelabbench
widiscovery
distribecology
mceep
oajoe
plosone
louwoodley

Top Replied-To in G1:
fromthelabbench

Top Replied-To in G2:
oajoe
louwoodley
drkeegansawyer

Top Replied-To in G3:
widiscovery
whysharksmatter

Top Replied-To in G4:
whysharksmatter
kightpat
drkeegansawyer
distribecology

Top Replied-To in G5:
whysharksmatter
plosone

Top Replied-To in G6:
mceep

Top Mentioned in Entire Graph:
whysharksmatter
rdearborn
louwoodley
drkeegansawyer
leafwarbler
jtspartz
experrinment
upwell
rebeccaafrench
pkollipara

Top Mentioned in G1:
whysharksmatter
experrinment
drkeegansawyer
pkollipara
rdearborn
kightpat
librarianlaks
leafwarbler
louwoodley
fletch_halliday

Top Mentioned in G2:
whysharksmatter
louwoodley
drkeegansawyer
leafwarbler
rdearborn
cschneider46
sarakdm
librarianlaks
jtspartz
mceep

Top Mentioned in G3:
whysharksmatter
jtspartz
pewinternet
upwell
rdearborn
cschneider46
briannawelliott
louwoodley
leafwarbler
librarianlaks

Top Mentioned in G4:
rdearborn
leafwarbler
drkeegansawyer
whysharksmatter
experrinment
shiplives
jtspartz
pkollipara
louwoodley
librarianlaks

Top Mentioned in G5:
rebeccaafrench
plosone
louwoodley
joysci
tomaugust85
whysharksmatter
rdearborn
sacrevert
stephschuttler

Top Mentioned in G6:
ktinvasion
jenniferlin15
distribecology
jtspartz
ppolischuk
pkollipara
cogscilibrarian
ljthornton
sarakdm
louwoodley

Top Mentioned in G7:
uncmedialaw
hartzog
derigansilver
whysharksmatter
ljeanthornton

Top Tweeters in Entire Graph:
hexagonbot
scopedbylarry
whysharksmatter
thesandlings
marketingcloud
shyduroff
leafwarbler
dupuisj
globalanimals
louwoodley

Top Tweeters in G1:
whysharksmatter
globalanimals
sallystrange
dr_mel_thomson
monalisa1n
bectoplasm
lalsox
shuttaijidown
sharkadvocates
ncsg_katiem

Top Tweeters in G2:
marketingcloud
shyduroff
leafwarbler
dupuisj
louwoodley
ljthornton
s_j_lancaster
natematias
digibookworld
oajoe

Top Tweeters in G3:
hexagonbot
scopedbylarry
craken_maccraic
pewinternet
jtspartz
upwell
marc_smith
jonschull
_nan_li
erikashugart

Top Tweeters in G4:
thesandlings
shiplives
joshwitten
daumari
scienzaltro
sci2mrow
rdearborn
npr
pkollipara
tiffanylohwater

Top Tweeters in G5:
blugger
erickdlbm
plosone
stephschuttler
teiwaz
joysci
tomaugust85
lisaklmills
rlstrnad
bilazmrzlina

Top Tweeters in G6:
ppolischuk
thatdnaguy
jenniferlin15
ktinvasion
sheridan_kate
sciencemojo
catalicu
_klburke
mwinzeler
elasmobryhim

Top Tweeters in G7:
derigansilver
jomcparklib
hartzog
uncmedialaw

Top Tweeters in G8:
rj_dunlap
innovationdean