ruralfutures, Twitter, 4/24/2019 7:39:49 PM, 194784


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ruralfutures Twitter NodeXL SNA Map and Report for Wednesday, 24 April 2019 at 19:39 UTC
ruralfutures Twitter NodeXL SNA Map and Report for Wednesday, 24 April 2019 at 19:39 UTC
From:
jeremyhl
Uploaded on:
April 24, 2019
Short Description:
ruralfutures via NodeXL http://bit.ly/2VmdzOT
@ruralfutures
@aiaddysonzhang
@unosml
@kkideus
@askdrconnie
@koniapalakiko
@scormonsphoged
@spacecyberlaw
@mikematt
@gushurwitz

Top hashtags:
#rural
#podcast
#nebraska
#future
#nuforne
#futurist
#broadband
#unl
#futurism

Description:
Description
The graph represents a network of 91 Twitter users whose recent tweets contained "ruralfutures", 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 Wednesday, 24 April 2019 at 19:39 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 47-minute period from Monday, 15 April 2019 at 16:39 UTC to Wednesday, 24 April 2019 at 19:26 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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.


Author Description


Overall Graph Metrics
Vertices : 91
Unique Edges : 176
Edges With Duplicates : 189
Total Edges : 365
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0841584158415842
Reciprocated Edge Ratio : 0.155251141552511
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 86
Maximum Edges in a Connected Component : 359
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.315818
Graph Density : 0.0267399267399267
Modularity : 0.362164
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://ruralfutures.nebraska.edu/episode-28-economic-developer-garry-clark-intersects-workforce-development-quality-of-life-fighting-through-fear/
[12] https://ruralfutures.nebraska.edu/episode-29-quantitative-futurist-amy-webb-intersects-futurism-change-now-est-mentality/
[5] https://itunes.apple.com/us/podcast/rural-futures-with-dr-connie/id1396058591
[5] https://www.stitcher.com/podcast/rural-futures-institute-at-the-university-of-nebraska/rural-futures-with-dr-connie
[4] https://ruralfutures.nebraska.edu/unmc-student-regent-discusses-rural-healthcare-on-rural-futures-podcast/
[4] http://ed.gr/6pnb
[4] http://ed.gr/6pnc
[3] https://twitter.com/economics/status/1119370599250505730
[3] https://twitter.com/ruralfutures/status/1117847569051181061
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193906

Top URLs in Tweet in G1:
[13] https://ruralfutures.nebraska.edu/episode-28-economic-developer-garry-clark-intersects-workforce-development-quality-of-life-fighting-through-fear/
[7] https://ruralfutures.nebraska.edu/episode-29-quantitative-futurist-amy-webb-intersects-futurism-change-now-est-mentality/
[4] https://ruralfutures.nebraska.edu/unmc-student-regent-discusses-rural-healthcare-on-rural-futures-podcast/
[3] https://twitter.com/economics/status/1119370599250505730
[2] https://www.wbal.com/article/383520/127/questions-over-coverage-plague-rural-broadband-expansion
[2] https://www.centredaily.com/news/local/article229178034.html
[2] https://itunes.apple.com/us/podcast/rural-futures-with-dr-connie/id1396058591
[2] https://www.stitcher.com/podcast/rural-futures-institute-at-the-university-of-nebraska/rural-futures-with-dr-connie
[1] https://twitter.com/UNL_IANR/status/1118545931480240129
[1] https://twitter.com/waterforfood/status/1117790076518449154

Top URLs in Tweet in G2:
[10] https://ruralfutures.nebraska.edu/episode-28-economic-developer-garry-clark-intersects-workforce-development-quality-of-life-fighting-through-fear/
[5] https://ruralfutures.nebraska.edu/episode-29-quantitative-futurist-amy-webb-intersects-futurism-change-now-est-mentality/
[3] http://ed.gr/6pnb
[3] http://ed.gr/6pnc
[3] https://itunes.apple.com/us/podcast/rural-futures-with-dr-connie/id1396058591
[3] https://www.stitcher.com/podcast/rural-futures-institute-at-the-university-of-nebraska/rural-futures-with-dr-connie
[1] https://twitter.com/EvanS_FCC/status/1118222671622356993
[1] https://twitter.com/drhelenfagan/status/1119859281795473408
[1] https://twitter.com/DrHowardLiu/status/1119406801487826944
[1] https://twitter.com/larkinpowell/status/1119347226415894530

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193906

Top URLs in Tweet in G6:
[1] https://twitter.com/askdrconnie/status/1118234104980496384

Top URLs in Tweet in G7:
[1] https://twitter.com/ruralfutures/status/1117847569051181061
[1] https://twitter.com/ruralfutures/status/1119027093810053120
[1] https://ruralfutures.nebraska.edu/episode-28-economic-developer-garry-clark-intersects-workforce-development-quality-of-life-fighting-through-fear/?utm_content=89891841&utm_medium=social&utm_source=twitter&hss_channel=tw-319652784

Top URLs in Tweet in G8:
[2] https://twitter.com/ruralfutures/status/1117847569051181061

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[58] rural
[36] podcast
[30] nebraska
[29] future
[15] nuforne
[14] futurist
[9] broadband
[7] unl
[7] futurism
[6] leadership



Top Hashtags in Tweet in G1:
[38] rural
[22] podcast
[17] nebraska
[15] future
[12] nuforne
[6] futurist
[6] microsoftatnebraska
[5] ruraliscool
[5] unl
[4] internet

Top Hashtags in Tweet in G2:
[16] rural
[13] podcast
[10] future
[9] nebraska
[5] futurist
[4] leadership
[4] washingtondc
[3] connectivity
[3] digitaldivide
[3] futurism

Top Hashtags in Tweet in G3:
[3] futurist
[3] iccf
[2] future
[2] wednesdaywisdom
[2] qatar
[2] educationcity
[2] ruralfuturesinstitute
[2] doha
[1] leadership
[1] rural

Top Hashtags in Tweet in G4:
[2] csca19
[2] prprofs
[2] csca2019
[2] csca20
[2] uhrc
[2] bsucommstu
[2] broadband
[2] law
[2] socialmedia
[2] highered

Top Hashtags in Tweet in G6:
[3] nebraska
[2] rural
[2] future
[1] unl
[1] globalnebraska
[1] nuforne

Top Hashtags in Tweet in G7:
[2] broadband
[1] rural

Top Hashtags in Tweet in G8:
[2] smartcities
[2] npc19

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[4539] Non-categorized Words
[4539] Total Words
[72] #rural
[48] episode
[45] ruralfutures
[44] #podcast
[35] #nebraska

Top Words in Tweet in G1:
[43] #rural
[26] episode
[23] #podcast
[20] futures
[18] #nebraska
[17] more
[16] 28
[15] #nuforne
[15] #future
[14] garry

Top Words in Tweet in G2:
[22] ruralfutures
[19] #rural
[15] thanks
[13] rural
[13] episode
[13] #podcast
[12] microsoft
[11] #nelaw
[11] garry
[10] #future

Top Words in Tweet in G3:
[6] women
[5] episode
[5] #podcast
[4] askdrconnie
[4] fti
[4] founder
[4] #futurist
[4] amywebb
[4] 29
[4] #rural

Top Words in Tweet in G4:
[4] unosml
[3] nodexl
[3] stephen_lay
[3] jeremyhl
[3] ruralfutures
[3] aiaddysonzhang
[3] kfreberg
[3] unotheomahanews
[3] csca_com
[3] n8carp

Top Words in Tweet in G5:
[3] unmc
[2] brought
[2] whole
[2] selves
[2] found
[2] courage
[2] share
[2] mental
[2] health
[2] stories

Top Words in Tweet in G6:
[5] garry
[5] clark
[4] fremontecodev
[4] executive
[4] director
[4] #nebraska
[3] #rural
[3] #future
[3] episode
[3] 28

Top Words in Tweet in G7:
[2] before
[2] shooting
[2] put
[2] more
[2] people
[2] moon
[2] goodness'
[2] sake
[2] agree
[2] higher

Top Words in Tweet in G8:
[2] again
[2] particularly
[2] appropriate
[2] given
[2] earlier
[2] tweet
[2] #smartcities
[2] #npc19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] episode,28
[27] garry,clark
[21] futures,#podcast
[18] executive,director
[17] #rural,futures
[15] episode,29
[14] 28,#podcast
[14] fremontecodev,executive
[13] itunes,stitcher
[13] director,garry

Top Word Pairs in Tweet in G1:
[17] futures,#podcast
[16] episode,28
[14] #rural,futures
[13] garry,clark
[8] executive,director
[7] episode,29
[6] 28,#rural
[6] rural,futures
[6] bold,voice
[5] fremontecodev,executive

Top Word Pairs in Tweet in G2:
[9] rural,digital
[9] digital,divide
[9] episode,28
[9] microsoft,comcast
[9] comcast,laweconcenter
[9] laweconcenter,newamerica
[8] divide,one
[8] one,pressing
[8] pressing,public
[8] public,policy

Top Word Pairs in Tweet in G3:
[4] fti,founder
[4] founder,#futurist
[4] #futurist,amywebb
[4] episode,29
[3] 29,#podcast
[2] #future,pre
[2] pre,determined
[2] determined,something
[2] something,create
[2] create,present

Top Word Pairs in Tweet in G4:
[3] nodexl,unosml
[3] unosml,stephen_lay
[3] stephen_lay,jeremyhl
[3] jeremyhl,ruralfutures
[3] ruralfutures,aiaddysonzhang
[3] aiaddysonzhang,kfreberg
[3] kfreberg,unotheomahanews
[3] unotheomahanews,csca_com
[3] csca_com,n8carp
[3] n8carp,communo

Top Word Pairs in Tweet in G5:
[2] brought,whole
[2] whole,selves
[2] selves,found
[2] found,courage
[2] courage,share
[2] share,mental
[2] mental,health
[2] health,stories
[2] stories,talked
[2] talked,created

Top Word Pairs in Tweet in G6:
[5] garry,clark
[4] executive,director
[3] episode,28
[3] fremontecodev,executive
[3] director,garry
[3] rural,futures
[2] #rural,life
[2] love,quote
[2] quote,fremontecodev
[2] clark,check

Top Word Pairs in Tweet in G7:
[2] before,shooting
[2] shooting,put
[2] put,more
[2] more,people
[2] people,moon
[2] moon,goodness'
[2] goodness',sake
[2] sake,agree
[2] agree,higher
[2] higher,priority

Top Word Pairs in Tweet in G8:
[2] again,particularly
[2] particularly,appropriate
[2] appropriate,given
[2] given,earlier
[2] earlier,tweet
[2] tweet,#smartcities
[2] #smartcities,#npc19

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ruralfutures
@fremontecodev
@askdrconnie
@microsoft
@amywebb
@fti
@satyanadella
@unlincoln
@comcast
@laweconcenter

Top Mentioned in G1:
@fremontecodev
@ruralfutures
@askdrconnie
@satyanadella
@unlincoln
@jeffraikes
@amywebb
@u_nebraska
@wbalradio
@dailyyonder

Top Mentioned in G2:
@ruralfutures
@microsoft
@fremontecodev
@comcast
@laweconcenter
@newamerica
@ntaeric
@askdrconnie
@fti
@amywebb

Top Mentioned in G3:
@askdrconnie
@fti
@amywebb
@ruralfutures
@unomaha
@unospa
@blessthismesstv
@daxshepard

Top Mentioned in G4:
@nodexl
@unosml
@stephen_lay
@jeremyhl
@ruralfutures
@aiaddysonzhang
@kfreberg
@unotheomahanews
@csca_com
@n8carp

Top Mentioned in G5:
@unmc
@waynestcollege
@wscactiveminds
@bhecn1
@drhowardliu
@ruralfutures
@unmccoph

Top Mentioned in G6:
@fremontecodev
@askdrconnie
@ruralfutures

Top Tweeters
Top Tweeters in Entire Graph:
@jeremyhl
@wbalradio
@aiaddysonzhang
@pastorannisha2
@centeredpols
@kfreberg
@centredaily
@comcast
@wxinthecity
@amywebb

Top Tweeters in G1:
@wbalradio
@centeredpols
@centredaily
@buzzilinear
@unlincoln
@usda
@ronniedgreen
@unl_ianr
@unlcas
@johnson557377

Top Tweeters in G2:
@comcast
@newamerica
@willrinehart
@microsoft
@gushurwitz
@geoffmanne
@spacecyberlaw
@unlcollegeoflaw
@askdrconnie
@tstruble

Top Tweeters in G3:
@pastorannisha2
@amywebb
@daxshepard
@unomaha
@abcnetwork
@unospa
@fti
@kkideus
@drhelenfagan
@blessthismesstv

Top Tweeters in G4:
@jeremyhl
@aiaddysonzhang
@kfreberg
@stephen_lay
@nodexl
@n8carp
@unosml
@communo
@unotheomahanews
@csca_com

Top Tweeters in G5:
@drhowardliu
@unmc
@waynestcollege
@unmccoph
@bhecn1
@indsrsa
@scormonsphoged
@wscactiveminds
@koniapalakiko

Top Tweeters in G6:
@wxinthecity
@thartman2u
@ianrglobal
@fremontecodev
@globalnebraska

Top Tweeters in G7:
@mrbimpact
@goldshovel
@necvoters

Top Tweeters in G8:
@apa_smalltown
@chadn1


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