The graph represents a network of 4,401 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 18:53 UTC.
The requested start date was Monday, 12 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 3-hour, 53-minute period from Wednesday, 07 August 2019 at 20:07 UTC to Monday, 12 August 2019 at 00:01 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 : 4401
Unique Edges : 5287
Edges With Duplicates : 2081
Total Edges : 7368
Number of Edge Types : 3
Mentions : 5602
Tweet : 1630
Replies to : 136
Self-Loops : 1630
Reciprocated Vertex Pair Ratio : 0.0400739827373613
Reciprocated Edge Ratio : 0.0770598695909899
Connected Components : 823
Single-Vertex Connected Components : 353
Maximum Vertices in a Connected Component : 1789
Maximum Edges in a Connected Component : 4013
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.014218
Graph Density : 0.000261355890190246
Modularity : 0.679672
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[281] higher,education [264] whoever,styling [264] styling,felix [264] felix,show [264] show,deserves [264] deserves,highered [264] highered,jyp [264] jyp,become [264] become,stray [264] stray,kidd Top Word Pairs in Tweet in G1:
[47] part,time [31] time,instructor [29] instructor,pool [26] #facultysuccess,#highered [22] associate,part [22] pool,2019 [22] 2019,2020 [21] check,out [17] #highered,#highereducation [17] miracosta,college Top Word Pairs in Tweet in G2:
[110] higher,education [104] #edtech,#highered [91] 2018,#highered [89] #highered,#highereducation [47] #education,#highered [44] #education,#edtech [41] #highered,#edtech [38] #elearning,#mlearning [33] big,data [30] #pedagogy,#pedagogie Top Word Pairs in Tweet in G3:
[264] whoever,styling [264] styling,felix [264] felix,show [264] show,deserves [264] deserves,highered [264] highered,jyp [264] jyp,become [264] become,stray [264] stray,kidd [264] kidd,s Top Word Pairs in Tweet in G4:
[17] higher,education [13] https,t [13] t,co [12] latinx,students [12] corequisite,remediation [11] join,august [11] august,21 [11] 21,3pm [11] 3pm,et [11] et,12pm Top Word Pairs in Tweet in G5:
[10] #future,here [10] here,s [10] s,scary [10] scary,intriguing [10] intriguing,provocative [10] provocative,conversation [10] conversation,futurehigheredu [10] futurehigheredu,#influencer [10] #highered,#it [9] futurehigheredu,#future Top Word Pairs in Tweet in G6:
[17] higher,education [16] check,out [15] happy,friday [15] friday,#highered [15] #highered,colleagues [15] colleagues,check [15] out,amazing [15] amazing,#ashe2019 [15] #ashe2019,pre [15] pre,cons Top Word Pairs in Tweet in G7:
[10] #highered,#edchat [9] calling,service [9] service,year [9] year,corps [9] corps,members [9] members,alums [9] alums,interested [9] interested,furthering [9] furthering,education [9] education,finding Top Word Pairs in Tweet in G8:
[22] #highered,committee [20] good,morning [20] morning,covering [20] covering,illinois [20] illinois,house [20] house,#highered [20] committee,hearing [20] hearing,today [20] today,families [20] families,giving Top Word Pairs in Tweet in G9:
[17] u,s [16] answer,waiting [16] waiting,unless [16] unless,impatiently [16] impatiently,texted [16] texted,yesterday [16] yesterday,18 [16] 18,u [16] s,adults [16] adults,student Top Word Pairs in Tweet in G10:
[11] #highered,#intled [8] college,leaders [6] heading,nashville [6] nashville,discuss [6] discuss,#highered [6] #highered,partner [6] partner,states [6] states,increase [6] increase,#access [6] #access,boost Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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