DataCommunityDC Twitter NodeXL SNA Map and Report for Tuesday, 05 November 2013 at 15:15 UTC, 11/5/2013 3:17:06 PM, 11168


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DataCommunityDC Twitter NodeXL SNA Map and Report for Tuesday, 05 November 2013 at 15:15 UTC
DataCommunityDC Twitter NodeXL SNA Map and Report for Tuesday, 05 November 2013 at 15:15 UTC
From:
marc_smith
Uploaded on:
November 05, 2013
Description:
The graph represents a network of 67 Twitter users whose recent tweets contained "DataCommunityDC", taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 05 November 2013 at 15:15 UTC.

The tweets in the network were tweeted over the 7-day, 16-hour, 4-minute period from Monday, 28 October 2013 at 22:38 UTC to Tuesday, 05 November 2013 at 14:42 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: 67
Unique Edges: 133
Edges With Duplicates: 44
Total Edges: 177
Self-Loops: 8
Reciprocated Vertex Pair Ratio: 0.141732283464567
Reciprocated Edge Ratio: 0.248275862068966
Connected Components: 8
Single-Vertex Connected Components: 3
Maximum Vertices in a Connected Component: 52
Maximum Edges in a Connected Component: 165
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.221171
Graph Density: 0.032790592492085
Modularity: 0.414169
NodeXL Version: 1.0.1.250

Top 10 Vertices, Ranked by Betweenness Centrality:
datacommunitydc
datafest2013
gabosama
harlanh
mlh_holmes
terebouza
greglinch
intridea
gilpress
katiestriff

Top URLs in Tweet in Entire Graph:
http://www.washingtonpost.com/national/hackathon-aimed-at-finding-ways-to-help-migrants-those-researching-migration/2013/11/01/30a3b054-4318-11e3-b028-de922d7a3f47_story.html
http://datacommunitydc.org/blog/2013/09/data-community-music-scene/
http://www.youtube.com/watch?v=czUHoy4rJZU
http://datacommunitydc.org/blog/2013/07/weekly-round-up-data-science-metro-map-big-data-workers-prescriptive-analytics-and-knewton/
http://datacommunitydc.org/blog/2013/11/hadoop-for-data-science-a-data-science-md-recap/?utm_source=rss&utm_medium=rss&utm_campaign=hadoop-for-data-science-a-data-science-md-recap
http://datacommunitydc.org/blog/2013/11/ten-simple-rules-for-reproducible-computational-research-an-excellent-read-for-data-scientists/?utm_source=rss&utm_campaign=ten-simple-rules-for-reproducible-computational-research-an-excellent-read-for-data-scientists&utm_content=bufferd23b3&utm_medium=twitter
http://www.meetup.com/BusinessIntelligentsiaDC/
http://computopics.dcacm.org/2013/10/31/travelling-salesmen-qa-with-director-timothy-lanzone/?utm_content=buffer007e2&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://www.nature.com/scientificdata/?utm_content=buffer88b38&utm_source=buffer&utm_medium=twitter&utm_campaign=Buffer
http://www.theverge.com/us-world/2013/11/4/5066300/shotspotter-analyzes-sound-waves-detects-crime

Top URLs in Tweet in G1:
http://www.meetup.com/BusinessIntelligentsiaDC/
http://datacommunitydc.org/blog/2013/09/data-community-music-scene/
http://americas.datafest.net/locations/washington-dc-1
http://datacommunitydc.org/blog/calendar/
http://shop.oreilly.com/product/0636920030249.do?code=DSUG&imm_mid=0b29b0&cmp=em-na-na-na-newsltr_ugnl_nov1_html_dsug
https://plus.google.com/events/cd94ktf46i1hbi4mbqbbvvga358
http://www.statisticsviews.com/details/webinar/5371601/COMING-SOON-The-Future-of-Statistical-Sciences-Workshop.html
http://news.icrunchdata.com/post/2013/09/30/Big-Data-Analytics-and-Fraud-Detection-Forum-Announces-Media-Partnership-with-icrunchdata
http://t.co/bMQ0YH1mee
http://www.theverge.com/us-world/2013/11/4/5066300/shotspotter-analyzes-sound-waves-detects-crime

Top URLs in Tweet in G2:
http://www.washingtonpost.com/national/hackathon-aimed-at-finding-ways-to-help-migrants-those-researching-migration/2013/11/01/30a3b054-4318-11e3-b028-de922d7a3f47_story.html
http://www.americas.datafest.net/locations/washington-dc-1
http://www.youtube.com/watch?v=czUHoy4rJZU
http://www.americas.datafest.net/news/morefoodbrainstormingoct31
http://sunlightfoundation.com/blog/2013/11/01/opengov-voices-using-data-to-tackle-migration-americasdf/

Top URLs in Tweet in G3:
http://www.washingtonpost.com/national/hackathon-aimed-at-finding-ways-to-help-migrants-those-researching-migration/2013/11/01/30a3b054-4318-11e3-b028-de922d7a3f47_story.html
http://www.youtube.com/watch?v=czUHoy4rJZU

Top URLs in Tweet in G4:
http://datacommunitydc.org/blog/2013/09/data-community-music-scene/
http://datacommunitydc.org/blog/2013/11/ten-simple-rules-for-reproducible-computational-research-an-excellent-read-for-data-scientists/?utm_source=rss&utm_campaign=ten-simple-rules-for-reproducible-computational-research-an-excellent-read-for-data-scientists&utm_content=bufferd23b3&utm_medium=twitter

Top URLs in Tweet in G5:
http://datacommunitydc.org/blog/2013/07/weekly-round-up-data-science-metro-map-big-data-workers-prescriptive-analytics-and-knewton/

Top URLs in Tweet in G6:
http://datacommunitydc.org/blog/2013/08/data-driven-presentations-using-slidify/

Top URLs in Tweet in G7:
http://datacommunitydc.org/blog/2012/08/data-scientists-survey-results-teaser/
http://datacommunitydc.org/blog/2013/06/there-is-more-than-one-kind-of-data-scientist/
http://datacommunitydc.org/blog/2013/10/immigration-hackathon-americas-datafest/
http://semanticommunity.info/AmericasDataFest

Top URLs in Tweet in G8:
http://datacommunitydc.org/blog/2013/11/hadoop-for-data-science-a-data-science-md-recap/?utm_source=rss&utm_medium=rss&utm_campaign=hadoop-for-data-science-a-data-science-md-recap

Top URLs in Tweet in G9:
http://datacommunitydc.org/blog/2013/03/data-visualization-shiny-spiced-consulting/

Top Domains in Tweet in Entire Graph:
datacommunitydc.org
washingtonpost.com
youtube.com
datafest.net
meetup.com
dcacm.org
nature.com
theverge.com
t.co
carahsoft.com

Top Domains in Tweet in G1:
meetup.com
datacommunitydc.org
datafest.net
oreilly.com
google.com
statisticsviews.com
icrunchdata.com
t.co
theverge.com
nature.com

Top Domains in Tweet in G2:
datafest.net
washingtonpost.com
youtube.com
sunlightfoundation.com

Top Domains in Tweet in G3:
washingtonpost.com
youtube.com

Top Domains in Tweet in G4:
datacommunitydc.org

Top Domains in Tweet in G5:
datacommunitydc.org

Top Domains in Tweet in G6:
datacommunitydc.org

Top Domains in Tweet in G7:
datacommunitydc.org
semanticommunity.info

Top Domains in Tweet in G8:
datacommunitydc.org

Top Domains in Tweet in G9:
datacommunitydc.org

Top Hashtags in Tweet in Entire Graph:
americasdf
datadc
AmericasDF
fedgov
bigdata
DataScience
Statistics
MachineLearning
DataViz
Geospatial

Top Hashtags in Tweet in G1:
datadc
fedgov
bigdata
Geospatial
Data
Analysis
internetofthings
dctech
americasdf
Analytics

Top Hashtags in Tweet in G2:
americasdf
AmericasDF
immigration

Top Hashtags in Tweet in G3:
AmericasDF
americasdf

Top Hashtags in Tweet in G5:
DataScience
Statistics
MachineLearning
DataViz

Top Hashtags in Tweet in G7:
futureofstats

Top Hashtags in Tweet in G9:
shiny
rstats

Top Words in Tweet in Entire Graph:
rt
datacommunitydc
data
americasdf
dc
mlh_holmes
datafest2013
community
gabosama
datadc

Top Words in Tweet in G1:
datacommunitydc
rt
data
datadc
via
dc
meetup
cloudera
now
proud

Top Words in Tweet in G2:
datacommunitydc
americasdf
rt
datafest2013
dc
mlh_holmes
terebouza
sunfoundation
great
intridea

Top Words in Tweet in G3:
rt
americasdf
gabosama
mlh_holmes
terebouza
washingtonpost
picked
up
wknd
datacommunitydc

Top Words in Tweet in G4:
data
community
music
scene
dc
rt
ten
simple
rules
reproducible

Top Words in Tweet in G5:
rt
kirkdborne
road
datascience
programming
statistics
machinelearning
dataviz
science
http

Top Words in Tweet in G7:
data
scientists

Top Words in Tweet in G8:
data
science
community
dc
hadoop
md
recap

Top Word Pairs in Tweet in Entire Graph:
data,community
community,dc
rt,datafest2013
rt,terebouza
washingtonpost,picked
picked,up
up,americasdf
americasdf,wknd
wknd,gabosama
gabosama,datacommunitydc

Top Word Pairs in Tweet in G1:
datadc,via
cloudera,now
now,proud
proud,sponsor
sponsor,datacommunitydc
datacommunitydc,fedgov
fedgov,bigdata
rt,kestelyn
kestelyn,cloudera
via,harlanh

Top Word Pairs in Tweet in G2:
sunfoundation,datacommunitydc
dc,edition
edition,datafest2013
datafest2013,starts
starts,tomorrow
tomorrow,we've
we've,still
still,few
few,spots
spots,left

Top Word Pairs in Tweet in G3:
rt,terebouza
terebouza,washingtonpost
washingtonpost,picked
picked,up
up,americasdf
americasdf,wknd
wknd,gabosama
gabosama,datacommunitydc
datacommunitydc,mlh_holmes
mlh_holmes,jczam

Top Word Pairs in Tweet in G4:
data,community
community,music
music,scene
scene,data
community,dc
ten,simple
simple,rules
rules,reproducible
reproducible,computational
computational,research

Top Word Pairs in Tweet in G5:
rt,kirkdborne
kirkdborne,road
road,datascience
datascience,programming
programming,statistics
statistics,machinelearning
machinelearning,dataviz
dataviz,science
science,http

Top Word Pairs in Tweet in G7:
data,scientists

Top Word Pairs in Tweet in G8:
data,science
data,community
community,dc
dc,hadoop
hadoop,data
science,data
science,md
md,recap

Top Replied-To in Entire Graph:
datacommunitydc
randyzwitch
daniellealberti
terebouza

Top Replied-To in G1:
datacommunitydc
randyzwitch
daniellealberti

Top Replied-To in G2:
datacommunitydc
terebouza

Top Mentioned in Entire Graph:
datacommunitydc
datafest2013
gabosama
mlh_holmes
terebouza
washingtonpost
jczam
intridea
harlanh
nclud

Top Mentioned in G1:
datacommunitydc
kestelyn
harlanh
ndanneman
datatactics
datafest2013
webbedfeet
valerierose
katdowns
derekwillis

Top Mentioned in G2:
datacommunitydc
datafest2013
sunfoundation
intridea
mlh_holmes
datavi
gabosama
nclud
katiestrif
songgao

Top Mentioned in G3:
gabosama
terebouza
washingtonpost
datacommunitydc
jczam
datafest2013
mlh_holmes
alison_flint
josezamorajr
susanamat

Top Mentioned in G4:
sayhitosean
gilpress
harlanh

Top Mentioned in G5:
kirkdborne

Top Mentioned in G6:
chlalanne
ramnath_vaidya

Top Mentioned in G8:
planetpython

Top Mentioned in G9:
ojessen

Top Tweeters in Entire Graph:
washingtonpost
derekwillis
greglinch
gabosama
jeremybowers
kirkdborne
jczamora
sunfoundation
randyzwitch
planetpython

Top Tweeters in G1:
derekwillis
greglinch
jeremybowers
randyzwitch
iqpc
icrunchdata
nikkiusher
daniellealberti
rheimann
valerierose

Top Tweeters in G2:
sunfoundation
katiestriff
nclud
intridea
datakind
since1968
terebouza
datafest2013
factual_mx
juliancbach

Top Tweeters in G3:
washingtonpost
gabosama
jczamora
datacom
josezamorajr
elastapley
mlh_holmes
susanamat
qc
dataperiodismo

Top Tweeters in G4:
gilpress
adolfoalvarez
harlanh
csc_analytics
sayhitosean

Top Tweeters in G5:
kirkdborne
bigpupazzoblu
erwtokritos
rlee2
paulsalvaggio

Top Tweeters in G6:
chlalanne
flash_us
ramnath_vaidya

Top Tweeters in G7:
bniemannsr
rajiv_r_in
analytics_hr

Top Tweeters in G8:
planetpython
_seraph1

Top Tweeters in G9:
ojessen
wenchel