The graph represents a network of 153 Twitter users whose recent tweets contained "ruraled", 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 Tuesday, 25 February 2020 at 21:18 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 46-minute period from Sunday, 16 February 2020 at 13:50 UTC to Tuesday, 25 February 2020 at 20:36 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
Vertices : 160
Unique Edges : 475
Edges With Duplicates : 253
Total Edges : 728
Number of Edge Types : 5
Mentions : 564
Retweet : 8
Tweet : 25
Replies to : 27
MentionsInRetweet : 104
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0593692022263451
Reciprocated Edge Ratio : 0.112084063047285
Connected Components : 15
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 661
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.330882
Graph Density : 0.0224449685534591
Modularity : 0.428451
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 153 Twitter users whose recent tweets contained "ruraled", 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 Tuesday, 25 February 2020 at 21:18 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 46-minute period from Sunday, 16 February 2020 at 13:50 UTC to Tuesday, 25 February 2020 at 20:36 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 : TwitterSearch
Graph Term : ruraled
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[40] small,town [20] college,admissions [20] admissions,officers [20] officers,visit [20] visit,engage [20] engage,call [20] call,skype [20] skype,rural [20] rural,small [20] town,high Top Word Pairs in Tweet in G1:
[12] tgrantt,tcrawford306 [12] tcrawford306,technolandy [12] rilmcknight,jenn_leach [12] jenn_leach,charjoypeters [12] charjoypeters,katiewhite426 [12] katiewhite426,lannysaretsky [12] lannysaretsky,principalsmart [11] kellywchris,tgrantt [11] technolandy,rilmcknight [11] paigefulkerth,40lenora Top Word Pairs in Tweet in G2:
[4] rural,areas [3] look,president [3] president,proposed [3] proposed,budget [3] budget,calls [3] calls,elimination [3] elimination,impact [3] impact,aid [3] aid,public [3] public,schools Top Word Pairs in Tweet in G3:
[3] #digitallearning,providing [3] providing,greater [3] greater,flexibility [3] flexibility,undebatable [3] undebatable,potential [3] potential,solution [3] solution,current [3] current,educational [3] educational,challenges [3] challenges,rural Top Word Pairs in Tweet in G4:
[2] honored,named [2] named,top [2] top,10 [2] 10,influence [2] influence,#ruraled [2] #ruraled,again [2] again,edumatchbooks [2] edumatchbooks,ruralteachers [2] ruralteachers,ruraldin [2] ruraldin,ruralfutures Top Word Pairs in Tweet in G5:
[2] group,edmentors [2] edmentors,made [2] made,week [2] week,possible [2] possible,much [2] much,talent [2] talent,dedication [2] dedication,stage [2] stage,thank [2] thank,great Top Word Pairs in Tweet in G6:
[5] grow,rural [5] rural,education [5] education,program [5] program,allows [5] allows,eligible [5] eligible,farmers [5] farmers,nominate [5] nominate,local [5] local,public [5] public,school Top Word Pairs in Tweet in G7:
[40] small,town [20] college,admissions [20] admissions,officers [20] officers,visit [20] visit,engage [20] engage,call [20] call,skype [20] skype,rural [20] rural,small [20] town,high Top Word Pairs in Tweet in G8:
[5] #ruraled,#ruraledchat [4] #stem,#pesk8 [4] #pesk8,#ruraled [3] teach,stem [3] stem,little [3] little,engineering [3] engineering,idea [3] idea,logical [3] logical,approach [3] approach,problem Top Word Pairs in Tweet in G9:
[4] #ruraled,book [4] book,rural [4] rural,teacher [4] teacher,education [4] education,connecting [4] connecting,land [4] land,people [4] people,edited [4] edited,mike [4] mike,corbett Top Word Pairs in Tweet in G10:
[2] #ruraled,teacher [2] teacher,#california [2] #california,miss [2] miss,awesome [2] awesome,opportunity [2] opportunity,#network [2] #network,#educators [2] #educators,grow [2] grow,#pln [2] #pln,caruraled Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: