The graph represents a network of 7,097 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, 10 May 2022 at 19:41 UTC.
The requested start date was Tuesday, 10 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 10-hour, 49-minute period from Sunday, 01 May 2022 at 13:11 UTC to Tuesday, 10 May 2022 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 : 7097
Unique Edges : 5245
Edges With Duplicates : 10691
Total Edges : 15936
Number of Edge Types : 5
MentionsInRetweet : 5336
Retweet : 3916
Mentions : 4224
Tweet : 2218
Replies to : 242
Self-Loops : 2333
Reciprocated Vertex Pair Ratio : 0.0420375865479723
Reciprocated Edge Ratio : 0.0806834361651637
Connected Components : 905
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 4888
Maximum Edges in a Connected Component : 11737
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.134143
Graph Density : 0.000167354006861594
Modularity : 0.509529
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,097 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, 10 May 2022 at 19:41 UTC.
The requested start date was Tuesday, 10 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 10-hour, 49-minute period from Sunday, 01 May 2022 at 13:11 UTC to Tuesday, 10 May 2022 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : highered
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:
[756] peer,review [743] people,peer [739] ve,training [739] training,people [739] review,today [739] today,top [739] top,things [739] things,didn [739] didn,know [739] know,before Top Word Pairs in Tweet in G1:
[742] peer,review [730] people,peer [726] ve,training [726] training,people [726] review,today [726] today,top [726] top,things [726] things,didn [726] didn,know [726] know,before Top Word Pairs in Tweet in G2:
[96] #highered,#edtech [62] learn,more [44] #education,#highered [43] #k12,#highered [43] #edtech,#womenintech [41] higher,education [39] #edtech,#avtweeps [38] higher,ed [37] #elearning,#highered [35] #highered,#elearning Top Word Pairs in Tweet in G3:
[53] #highered,#teaching [41] #teaching,#cengage [27] #highered,#highereducation [25] higher,education [25] #highered,#elearning [24] #highereducation,#highered [23] #policywonk,#highered [22] #highered,institutions [22] #highered,#academicdevelopment [21] learn,more Top Word Pairs in Tweet in G4:
[39] tweets,visual [39] visual,impact [21] impact,university [14] #six,tweets [6] impact,cardiff [6] cardiff,university [5] impact,ulster [5] ulster,university [5] university,business [5] business,school Top Word Pairs in Tweet in G5:
[22] tweets,visual [22] visual,impact [11] impact,university [9] #six,tweets [4] impact,massachusetts [4] massachusetts,institute [4] institute,technology [4] university,college [3] university,south [3] ralph,waldo Top Word Pairs in Tweet in G6:
[14] #academia,#highered [13] colleges,universities [13] article,today [13] today,insidehighered [13] insidehighered,honoring [13] honoring,ourselves [13] ourselves,each [13] each,burnout [12] bethgodbee,article [11] #highered,#highereducation Top Word Pairs in Tweet in G7:
[38] higher,education [35] juusonieminen,study [30] research,team [30] team,offering [30] offering,funded [30] funded,project [30] project,based [30] based,phd [30] phd,scholarship [30] scholarship,examining Top Word Pairs in Tweet in G8:
[11] tweets,visual [11] visual,impact [8] impact,university [5] #six,tweets [4] university,kentucky Top Word Pairs in Tweet in G9:
[10] tweets,visual [10] visual,impact [8] #six,tweets [6] impact,university [4] #highered,#highereducation [2] university,missouri [2] missouri,mizzou [2] mizzou,mujlibrary [2] mizzounursing,mizzoultc [2] mizzoultc,mustaffcouncil Top Word Pairs in Tweet in G10:
[14] resengland,funded [14] funded,#talentcommission [14] #talentcommission,report [10] mi_techtalent,launched [10] launched,resengland [8] innovationmids,#icymi [6] report,blueprint [5] social,justice [5] #icymi,month's [5] month's,ago Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: