The graph represents a network of 2,596 Twitter users whose recent tweets contained "RuralFutures", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 23:24 UTC.
The tweets in the network were tweeted over the 3047-day, 15-hour, 7-minute period from Tuesday, 11 November 2014 at 15:14 UTC to Friday, 17 March 2023 at 06:22 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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
Vertices : 2596
Unique Edges : 3793
Edges With Duplicates : 12204
Total Edges : 15997
Number of Edge Types : 9
Retweet : 2056
MentionsInRetweet : 4587
Mentions : 3374
MentionsInReplyTo : 1907
Quote : 441
MentionsInQuote : 1594
Replies to : 465
Tweet : 864
MentionsInQuoteReply : 709
Self-Loops : 1455
Reciprocated Vertex Pair Ratio : 0.0656574867773117
Reciprocated Edge Ratio : 0.123224371042273
Connected Components : 45
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 2320
Maximum Edges in a Connected Component : 15074
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.244963
Graph Density : 0.000867348907909308
Modularity : 0.272174
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,596 Twitter users whose recent tweets contained "RuralFutures", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 23:24 UTC.
The tweets in the network were tweeted over the 3047-day, 15-hour, 7-minute period from Tuesday, 11 November 2014 at 15:14 UTC to Friday, 17 March 2023 at 06:22 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[257] rural,futures [179] gt,gt [177] #ruralfutures,#baliparafoundation [163] #ehnf2018,#ruralfutures [162] #baliparafoundation,#ruralfutures [144] #baliparafoundation,#naturenomics [138] futures,#podcast [132] rural,communities [121] itunes,stitcher [118] #rural,#nebraska Top Word Pairs in Tweet in G1:
[175] gt,gt [166] rural,futures [136] futures,#podcast [121] itunes,stitcher [112] #rural,#nebraska [97] #rural,futures [80] #rural,communities [79] #rural,#smalltown [66] stitcher,web [60] #rural,#urban Top Word Pairs in Tweet in G2:
[95] cfra,ruralfutures [66] ruralfutures,cfra [36] drhowardliu,bhecn1 [31] nlc_news,neblibraries [30] lnklibraries,rd_nebraska [30] patleach1,lnklibraries [30] omahalibrary,patleach1 [30] rd_nebraska,nlc_news [29] nebraskasower,omahalibrary [28] matthansenne,katejbolz Top Word Pairs in Tweet in G3:
[18] ruralfutures,nyruralschools [17] ruraledstudents,ruralfutures [14] cfra,ruralfutures [11] ruraledstudents,cfra [9] ruralfutures,ruralsociology [8] rural,areas [8] cfra,ruraledstudents [6] ruralfutures,ruralteachers [6] ruraledchat,ruralednews [6] ruralfutures,ruralmatterspod Top Word Pairs in Tweet in G4:
[162] #baliparafoundation,#ruralfutures [143] #baliparafoundation,#naturenomics [143] #ruralfutures,#baliparafoundation [129] #ehnf2018,#ruralfutures [90] #ruralfutures,#naturenomics [79] eastern,himalayan [63] #ecologyiseconomy,#naturenomics [53] naturenomics,forum [53] himalayan,naturenomics [46] rural,futures Top Word Pairs in Tweet in G5:
[34] rural,communities [29] webinar,discuss [28] anne,katherina [25] katherina,weidenbach [24] commissioner,energy [24] cabinet,eu [24] needs,rural [24] eu,commissioner [23] liquidgaseurope,#liquidgases [23] 18,october Top Word Pairs in Tweet in G6:
[20] robertoge,cnarjes1 [12] jeremyhl,ruralfutures [11] social,media [11] ruralfutures,unosml [9] ruralfutures,unosmlre [8] unosml,ruralfutures [8] jeremyhl,unosml [8] small,town [7] available,demand [7] during,#covid Top Word Pairs in Tweet in G7:
[4] ruralfutures,cfra [3] kdrum,andrewvandam [3] sbstarherald,ruralfutures [3] nebraskasower,sbstarherald [3] austinfrerick,kdrum [3] andrewvandam,aspencsg [3] nebcommfound,austinfrerick [2] young,people [2] ruralfutures,askdrconnie [2] publichistory,ekamarck Top Word Pairs in Tweet in G8:
[33] summer,school [20] apply,interdisciplinary [20] interdisciplinary,summer [19] approaches,#ruralfutures [19] interested,perspectives [19] #ruralfutures,apply [19] perspectives,approaches [18] #summertalk,series [18] school,tak [18] zswissenschaft,interested Top Word Pairs in Tweet in G9:
[29] sessions,#ruralhousingsummit [16] #ruralhousingsummit,recordings [16] catch,sessions [16] recordings,available [15] rural,areas [15] ruralhousingsco,catch [15] available,# [13] #ruralhousingsummit,heading [13] great,start [13] #repeopling,rural Top Word Pairs in Tweet in G10:
[3] sensemaking,rural [3] place,case [3] drszuckerman,researches [3] study,sensemaking [3] sense,place [3] partnerships,nebraskaedad [3] schools,partnerships [3] nebraskaedad,drszuckerman [3] rural,school [3] rural,schools Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: