ruralfutures, Twitter, 11/24/2019 2:26:34 AM, 217132


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ruralfutures Twitter NodeXL SNA Map and Report for Sunday, 24 November 2019 at 02:24 UTC
ruralfutures Twitter NodeXL SNA Map and Report for Sunday, 24 November 2019 at 02:24 UTC
From:
jeremyhl
Uploaded on:
November 24, 2019
Short Description:
ruralfutures via NodeXL http://bit.ly/35slFXH
@ruralfutures
@nebraskasower
@drhowardliu
@caseyj_edu
@nebraskachamber
@thartman2u
@ne_children
@nebraskabbr
@buffetteci
@jeremyhl

Top hashtags:
#nebraska
#rural
#nethrivingindex
#rfifellows
#nuforne
#suicide

Description:
Description
The graph represents a network of 409 Twitter users whose tweets in the requested range contained "ruralfutures", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 November 2019 at 02:24 UTC.

The requested start date was Saturday, 23 November 2019 at 20:24 UTC and the maximum number of tweets (going backward in time) was 20,000.

The tweets in the network were tweeted over the 79-day, 6-hour, 25-minute period from Tuesday, 03 September 2019 at 23:46 UTC to Friday, 22 November 2019 at 06:12 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 : 409
Unique Edges : 621
Edges With Duplicates : 1000
Total Edges : 1621
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.0741222366710013
Reciprocated Edge Ratio : 0.138014527845036
Connected Components : 12
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 381
Maximum Edges in a Connected Component : 1583
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.05678
Graph Density : 0.00494990172107963
Modularity : 0.347667
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 409 Twitter users whose tweets in the requested range contained "ruralfutures", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 November 2019 at 02:24 UTC.

The requested start date was Saturday, 23 November 2019 at 20:24 UTC and the maximum number of tweets (going backward in time) was 20,000.

The tweets in the network were tweeted over the 79-day, 6-hour, 25-minute period from Tuesday, 03 September 2019 at 23:46 UTC to Friday, 22 November 2019 at 06:12 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : ruralfutures
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://ruralfutures.nebraska.edu/nethrivingindex
[17] https://business.unl.edu/eventregistration/Register.aspx?eventid=424
[7] http://ruralfutures.nebraska.edu/studentapp
[6] https://ruralfutures.nebraska.edu/studentapp
[5] https://ruralfutures.nebraska.edu/fellows
[5] https://ruralfutures.nebraska.edu/nethrivingindex/
[4] https://ruralfutures.nebraska.edu/nebraska-thriving-index-insights-southwest-region/
[4] https://ruralfutures.nebraska.edu/nebraska-thriving-index-insights-panhandle-region/
[4] http://ruralfutures.nebraska.edu/nethrivingindex
[4] https://ianrnews.unl.edu/listening-sessions-rural-community-prosperity-scheduled-north-platte-lincoln

Top URLs in Tweet in G1:
[2] https://twitter.com/ruralfutures/status/1176539298562269184
[1] https://twitter.com/JDScholten/status/1170502511444287492?s=19
[1] https://twitter.com/ruralfutures/status/1171900981082243076?s=19
[1] https://ruralfutures.nebraska.edu/rfi-fellows-application-deadlines-extended-apply-by-10-25/?preview=true
[1] https://twitter.com/JDScholten/status/1170728500984274949?s=19
[1] https://twitter.com/LisaPrassack/status/1170309053718962176?s=19
[1] https://twitter.com/lisackaplan/status/1143275350777978880?s=19
[1] https://www.reddit.com/r/Omaha/comments/di0m2e/i_dont_think_its_hard_to_figure_out_why_nebraska/?sort=confidence
[1] https://twitter.com/CivilEats/status/1187055342129164288?s=19
[1] https://twitter.com/brianneDMR/status/1173344968729079808?s=19

Top URLs in Tweet in G2:
[19] https://ruralfutures.nebraska.edu/nethrivingindex
[7] http://ruralfutures.nebraska.edu/studentapp
[6] https://ruralfutures.nebraska.edu/studentapp
[5] https://ruralfutures.nebraska.edu/fellows
[4] https://ianrnews.unl.edu/listening-sessions-rural-community-prosperity-scheduled-north-platte-lincoln
[4] https://ruralfutures.nebraska.edu/nebraska-thriving-index-insights-southwest-region/
[4] https://ruralfutures.nebraska.edu/nebraska-thriving-index-insights-panhandle-region/
[3] https://ruralfutures.nebraska.edu/communityapp
[3] http://ruralfutures.nebraska.edu/fellows
[3] https://business.unl.edu/outreach/bureau-of-business-research/news-and-events/webinars/

Top URLs in Tweet in G3:
[16] https://business.unl.edu/eventregistration/Register.aspx?eventid=424
[8] https://ruralfutures.nebraska.edu/nethrivingindex
[2] http://ruralfutures.nebraska.edu/nethrivingindex
[2] https://www.youtube.com/watch?v=1_crOn2rikg&feature=youtu.be

[1] http://netnebraska.org/article/news/1194824/nu-holds-listening-session-rural-development
[1] https://ruralfutures.nebraska.edu/nethrivingindex/
[1] https://ruralfutures.nebraska.edu/rfi-fellows-application-deadlines-extended-apply-by-10-25/?preview=true
[1] http://bit.ly/LeadNE
[1] https://twitter.com/ruralfutures/status/1178772093128904705
[1] https://twitter.com/ruralfutures/status/1176571699401297920

Top URLs in Tweet in G4:
[1] https://bit.ly/2ITDupJ
[1] https://twitter.com/ruralfutures/status/1169671590709256192
[1] https://zoom.us/webinar/register/WN_FChiWD4eQGGeZh97FU2GGQ
[1] https://twitter.com/ruralfutures/status/1177564294369677312
[1] https://twitter.com/ruralfutures/status/1176174139519975424
[1] https://twitter.com/judgewren/status/1170284280632795137

Top URLs in Tweet in G5:
[3] https://twitter.com/ruralfutures/status/1169671590709256192
[1] https://twitter.com/drmarleydoyle/status/1197638615523676160
[1] https://twitter.com/aaas/status/1189225436640882689
[1] https://twitter.com/nosorh/status/1190319074141724673
[1] https://twitter.com/ruralhealthinfo/status/1192168596669120512
[1] https://twitter.com/ihsgov/status/1192926564704501760
[1] https://twitter.com/seemacms/status/1195012594081382403
[1] https://twitter.com/ruralfutures/status/1174321890921537537
[1] https://twitter.com/neruralpoll/status/1174412758886076416
[1] https://twitter.com/ruralfutures/status/1197565836166385664

Top URLs in Tweet in G6:
[1] https://twitter.com/UAlbanyEdu/status/1180173406215573506
[1] https://twitter.com/CornellDevSoc/status/1178658667140440064
[1] https://twitter.com/jsociology/status/1173818590002200576

Top URLs in Tweet in G7:
[2] https://www.unomaha.edu/news/2019/10/apply-to-be-a-2020-rural-futures-institute-fellow.php
[1] https://www.washingtonpost.com/nation/2019/11/09/im-gonna-lose-everything/
[1] https://www.linkedin.com/pulse/social-media-communication-strategies-must-focus-lipschultz
[1] https://api.unitedsoybean.org/uploads/documents/58546-1-ruralbroadband-whitepages-final.pdf
[1] https://twitter.com/ITU/status/1191715463027396608
[1] https://twitter.com/UNL_IANR/status/1185188361826258944

Top URLs in Tweet in G9:
[1] https://twitter.com/CRRF_FCRR/status/1184835844303216640

Top URLs in Tweet in G10:
[1] https://ruralfutures.nebraska.edu/rfi-fellows-application-deadlines-extended-apply-by-10-25/
[1] https://ruralfutures.nebraska.edu/studentapp/
[1] http://www.ruralfutures.ca
[1] https://twitter.com/karensd/status/1180117731666022400

Top Domains
Top Domains in Tweet in Entire Graph:
[88] nebraska.edu
[61] twitter.com
[29] unl.edu
[12] buff.ly
[5] unmc.edu
[5] ed.gr
[4] kcur.org
[3] bcom.solutions
[3] netnebraska.org
[3] youtube.com

Top Domains in Tweet in G1:
[11] twitter.com
[1] nebraska.edu
[1] reddit.com
[1] bleedingheartland.com

Top Domains in Tweet in G2:
[68] nebraska.edu
[12] buff.ly
[11] unl.edu
[11] twitter.com
[5] ed.gr
[4] kcur.org
[3] unmc.edu
[3] bcom.solutions
[3] forbes.com
[2] dailyyonder.com

Top Domains in Tweet in G3:
[17] unl.edu
[14] nebraska.edu
[10] twitter.com
[2] youtube.com
[2] unmc.edu
[2] unk.edu
[1] netnebraska.org
[1] bit.ly
[1] soundcloud.com
[1] dailyyonder.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] bit.ly
[1] zoom.us

Top Domains in Tweet in G5:
[13] twitter.com
[1] unl.edu

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] unomaha.edu
[1] washingtonpost.com
[1] linkedin.com
[1] unitedsoybean.org

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[2] nebraska.edu
[1] ruralfutures.ca
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[142] nebraska
[133] rural
[83] nethrivingindex
[58] rfifellows
[38] nuforne
[36] suicide
[25] ruralfutures
[19] unl
[19] thrivingchildren2019
[18] future



Top Hashtags in Tweet in G1:
[4] nebraska
[2] unl
[2] agriculture
[2] ai
[2] iot
[2] farming
[2] neleg
[2] ethanol
[2] rfs
[1] telehealth

Top Hashtags in Tweet in G2:
[88] rural
[85] nebraska
[40] nethrivingindex
[34] rfifellows
[18] nuforne
[17] ruralfuture
[16] future
[12] thrivingchildren2019
[12] unl
[10] leadership

Top Hashtags in Tweet in G3:
[45] nebraska
[42] nethrivingindex
[33] rural
[22] rfifellows
[17] nuforne
[7] thrivingchildren2019
[5] unl
[4] business
[4] nebraskabbr
[3] infrastructure

Top Hashtags in Tweet in G4:
[35] suicide
[2] future
[2] rural
[1] futureofwork
[1] workforce
[1] healthcare
[1] mentalhealthmatters
[1] japan
[1] nuforne
[1] nebraska

Top Hashtags in Tweet in G5:
[9] ruralhealth
[8] publichealth
[6] nebraska
[3] underserved
[3] diversity
[3] equity
[3] inclusion
[2] climatechange
[2] mentalhealth
[1] powerofrural

Top Hashtags in Tweet in G6:
[5] ruralsociology
[5] ruralfutures
[2] rural

Top Hashtags in Tweet in G7:
[9] tech
[9] unojmc404
[6] datascience
[4] rural
[3] uno1forall
[3] library
[2] jmc404
[2] research
[2] planning
[2] socialmedia

Top Hashtags in Tweet in G9:
[1] ruralfutures
[1] regionalmatters
[1] nlpoli
[1] nlmuni

Top Hashtags in Tweet in G10:
[2] rplccapr
[2] rural
[2] ruralpolicy
[2] ruraldev
[2] ruralfutures
[1] community
[1] student
[1] opportunity
[1] rfifellows
[1] nebraska

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)
[13536] Non-categorized Words
[13536] Total Words
[236] ruralfutures
[139] gt
[138] #nebraska
[136] #rural
[129] rural

Top Words in Tweet in G1:
[18] ruralfutures
[11] cfra
[7] askdrconnie
[7] janekleeb
[6] nebraskamegan
[6] siliconprairie
[6] nebraskasower
[5] karaforcongress
[5] jakebe5
[5] jeggers

Top Words in Tweet in G2:
[110] gt
[90] #rural
[83] #nebraska
[40] #nethrivingindex
[40] 10
[36] ruralfutures
[34] #rfifellows
[29] nebraskabbr
[28] u_nebraska
[26] unlextension

Top Words in Tweet in G3:
[116] ruralfutures
[45] #nebraska
[42] #nethrivingindex
[34] #rural
[32] u_nebraska
[29] students
[28] index
[27] nebraskabbr
[26] unlextension
[25] gt

Top Words in Tweet in G4:
[70] rate
[43] rural
[41] drhowardliu
[35] #suicide
[35] adults
[35] rose
[35] 41
[35] over
[35] 17
[35] years

Top Words in Tweet in G5:
[20] ruralfutures
[12] nicolecarritt
[10] cfra
[10] ruralhealthinfo
[9] #ruralhealth
[8] #publichealth
[7] rural
[6] nationalahec
[6] great
[5] work

Top Words in Tweet in G6:
[5] ruralfutures
[5] rural
[5] excited
[5] co
[5] editing
[5] edition
[5] dr
[5] kiah
[5] smith
[5] support

Top Words in Tweet in G7:
[23] ruralfutures
[19] unosml
[16] jeremyhl
[11] unomaha
[9] #tech
[9] #unojmc404
[8] cnarjes1
[7] nodexl
[7] new
[7] communo

Top Words in Tweet in G9:
[7] interested
[7] future
[7] rural
[7] places
[7] reading
[7] stuff
[7] people
[7] doing
[6] craigpollett

Top Words in Tweet in G10:
[3] rural
[2] apply
[2] more
[2] link
[2] ruralfutures
[2] #rplccapr
[2] #rural
[2] #ruralpolicy
[2] #ruraldev
[2] wkruraldev

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] gt,gt
[45] #rural,#nebraska
[35] #suicide,rate
[35] rate,adults
[35] adults,rose
[35] rose,41
[35] 41,over
[35] over,17
[35] 17,years
[35] years,rural

Top Word Pairs in Tweet in G1:
[5] karaforcongress,nebraskamegan
[5] siliconprairie,jakebe5
[5] jakebe5,ruralfutures
[5] ruralfutures,jeggers
[5] jeggers,troymprice
[5] troymprice,askdrconnie
[5] ruralfutures,cfra
[4] nebraskamegan,janekleeb
[4] janekleeb,siliconprairie
[4] chrisdunkerljs,journalstarnews

Top Word Pairs in Tweet in G2:
[73] gt,gt
[25] #rural,#nebraska
[13] 10,17
[12] summer,2020
[11] thriving,index
[9] apply,10
[9] 10,25
[8] check,out
[8] online,tool
[7] eric,thompson

Top Word Pairs in Tweet in G3:
[19] #rural,#nebraska
[16] gt,gt
[15] thriving,index
[13] quality,life
[12] nebraska,thriving
[11] economic,quality
[10] life,benchmarking
[10] benchmarking,tool
[9] eric,thompson
[9] first,economic

Top Word Pairs in Tweet in G4:
[35] #suicide,rate
[35] rate,adults
[35] adults,rose
[35] rose,41
[35] 41,over
[35] over,17
[35] 17,years
[35] years,rural
[35] rural,rate
[35] rate,25

Top Word Pairs in Tweet in G5:
[5] ruralhealthinfo,cfra
[4] cfra,ruralhealthinfo
[3] great,opportunity
[3] opportunity,students
[3] students,make
[3] make,difference
[3] difference,ne
[3] ne,learn
[3] learn,invaluable
[3] invaluable,leadership

Top Word Pairs in Tweet in G6:
[5] excited,co
[5] co,editing
[5] editing,edition
[5] edition,dr
[5] dr,kiah
[5] kiah,smith
[5] smith,support
[5] support,qutphsw
[5] qutphsw,#ruralsociology
[5] #ruralsociology,#ruralfutures

Top Word Pairs in Tweet in G7:
[8] jeremyhl,unosml
[7] unomaha,communo
[6] ruralfutures,unosml
[6] unosml,super
[6] super,#tech
[6] #tech,brian
[6] brian,nodexl
[6] nodexl,running
[6] running,new
[6] new,cfam

Top Word Pairs in Tweet in G9:
[7] interested,future
[7] future,rural
[7] rural,places
[7] places,reading
[7] reading,stuff
[7] stuff,people
[7] people,doing
[6] craigpollett,interested

Top Word Pairs in Tweet in G10:
[2] #ruralpolicy,#ruraldev
[2] david,douglas
[2] douglas,proof
[2] proof,pudding
[2] pudding,2040
[2] 2040,target
[2] target,history
[2] history,leading
[2] leading,plan
[2] plan,highlights

Top Replied-To
Top Replied-To in Entire Graph:
@ruralfutures
@unlextpanhandle
@drhowardliu
@jeremyhl
@mccook_ne
@nebraskabbr
@dailyneb
@chrisdunkerljs
@u_nebraska
@unlextension

Top Replied-To in G1:
@chrisdunkerljs
@karaforcongress
@matthansenne
@ruralfutures
@unomahacpar
@senatorfischer
@repadriansmith
@carsonvaughan
@nebraskasower

Top Replied-To in G2:
@unlextpanhandle
@mccook_ne
@developnebraska
@unlextension
@dailyneb
@nebraskabbr
@amandadashpage
@unl_alec
@usda
@ruralfutures

Top Replied-To in G3:
@ruralfutures
@u_nebraska
@nebraskachamber
@youtube
@mitchelherian
@askdrconnie
@redcloud_scribe
@buffetteci
@drhelenfagan

Top Replied-To in G4:
@drhowardliu
@kkideus
@askdrconnie

Top Replied-To in G5:
@ruralfutures
@aaas
@seemacms

Top Replied-To in G6:
@corb_em
@re_chamberlain
@ruraledstudents

Top Replied-To in G7:
@jeremyhl

Top Replied-To in G8:
@leadershipne

Top Replied-To in G10:
@bronwynnewilton

Top Mentioned
Top Mentioned in Entire Graph:
@ruralfutures
@nebraskabbr
@u_nebraska
@unlextension
@drhowardliu
@developnebraska
@unl_ianr
@nebcommfound
@unlincoln
@cfra

Top Mentioned in G1:
@ruralfutures
@cfra
@askdrconnie
@janekleeb
@nebraskamegan
@siliconprairie
@jakebe5
@jeggers
@troymprice
@nebraskasower

Top Mentioned in G2:
@ruralfutures
@u_nebraska
@nebraskabbr
@unlextension
@unl_ianr
@developnebraska
@unlincoln
@nebcommfound
@nebraskabiz
@unkearney

Top Mentioned in G3:
@ruralfutures
@nebraskabbr
@u_nebraska
@unlextension
@developnebraska
@unl_ianr
@nebcommfound
@unkearney
@nebraskabiz
@unlincoln

Top Mentioned in G4:
@drhowardliu
@ruralfutures
@unmc
@bhecn1
@ruralhealth
@aamctoday
@kimpete
@nebraskasower
@karaforcongress
@nebraskamegan

Top Mentioned in G5:
@ruralfutures
@nicolecarritt
@cfra
@ruralhealthinfo
@nationalahec
@unicamupdate
@nebhospitals
@ne_rural_health
@nnahec
@ruralhealth

Top Mentioned in G6:
@ruralfutures
@qutphsw
@ruralsociology
@sociodoctor
@ruraledstudents
@cfra
@nyruralschools
@uceagsc
@aera_grads
@academicchatter

Top Mentioned in G7:
@ruralfutures
@unosml
@unomaha
@jeremyhl
@cnarjes1
@nodexl
@communo
@robertoge
@dkruse89
@jcruzalvarez26

Top Mentioned in G8:
@kaccnebraska
@gichamber
@unkearney
@unkcbt
@ruralfutures
@baldwinfilters
@pinnbank
@exmarkmowers
@gpc_updates
@gretnachamber

Top Mentioned in G9:
@craigpollett
@municipalnl

Top Mentioned in G10:
@ruralfutures
@wkruraldev
@savvyfarmgirl
@ryanfgibson
@almussell
@rplccapr

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@nytimes
@washingtonpost
@nigeblue
@forbes
@starbucks
@academicchatter
@aldo_zaffalon
@jeremyhl
@owhnews

Top Tweeters in G1:
@nytimes
@mynaedu
@laurarbelin
@reddit
@journalstarnews
@pacificstand
@janekleeb
@evisioneer2020
@nebraskasower
@ralphehanson

Top Tweeters in G2:
@forbes
@starbucks
@aldo_zaffalon
@entrepreneur
@thetechnologytm
@citylab
@harvardbiz
@kearneyhub
@amywebb
@officialrfdtv

Top Tweeters in G3:
@owhnews
@sker4lyfe
@huskers
@sbstarherald
@unlextension
@netnebraska
@youtube
@bellevueschools
@unlincoln
@andreawiggins

Top Tweeters in G4:
@beav72jim
@bonillal1
@robincogan
@yockeyandrew
@atoes84
@nwmhgrads
@damnitdisney
@drhowardliu
@shannonboles
@aamctoday

Top Tweeters in G5:
@thehill
@thartman2u
@minorityhealth
@nacchoalerts
@nacotweets
@cmsgov
@oecd
@libgirl09
@nlm_news
@aaas

Top Tweeters in G6:
@academicchatter
@ualbany
@binghamtonu
@researcher_kate
@fredoniau
@casda_ny
@caseyj_edu
@catbiddle
@uceagsc
@dan_l_couch

Top Tweeters in G7:
@washingtonpost
@jeremyhl
@jcruzalvarez26
@unomaha
@linkedin
@spark4creative
@marc_smith
@randazalman
@nodexl
@robertoge

Top Tweeters in G8:
@fnbo
@dlrgroup
@oppdcares
@bcbsnebraska
@girlscoutsne
@kbrwyle
@nebraskachamber
@pinnbank
@kaccnebraska
@mentoromaha

Top Tweeters in G9:
@municipalnl
@craigscottnl
@krich052
@craigpollett
@tonyrkeats
@popfudgechris
@jess_puddister
@andremyers

Top Tweeters in G10:
@ashleighweeden
@savvyfarmgirl
@rplccapr
@bronwynnewilton
@wkruraldev
@almussell
@ryanfgibson


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