The graph represents a network of 6,531 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, 04 August 2020 at 18:30 UTC.
The requested start date was Tuesday, 04 August 2020 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 6-day, 2-hour, 33-minute period from Tuesday, 28 July 2020 at 21:27 UTC to Tuesday, 04 August 2020 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 : 6531
Unique Edges : 4837
Edges With Duplicates : 10304
Total Edges : 15141
Number of Edge Types : 5
Mentions : 3078
Retweet : 3878
MentionsInRetweet : 5677
Tweet : 2281
Replies to : 227
Self-Loops : 2367
Reciprocated Vertex Pair Ratio : 0.0431034482758621
Reciprocated Edge Ratio : 0.0826446280991736
Connected Components : 1098
Single-Vertex Connected Components : 503
Maximum Vertices in a Connected Component : 3536
Maximum Edges in a Connected Component : 10044
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.389738
Graph Density : 0.000184419084573209
Modularity : 0.512906
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,531 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, 04 August 2020 at 18:30 UTC.
The requested start date was Tuesday, 04 August 2020 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 6-day, 2-hour, 33-minute period from Tuesday, 28 July 2020 at 21:27 UTC to Tuesday, 04 August 2020 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:
[220] covid,19 [208] higher,education [174] building,work [160] #highered,#highereducation [132] work,#highered [127] students,rarely [126] faculty,students [123] discuss,faculty [122] talk,campuses [122] campuses,tend Top Word Pairs in Tweet in G1:
[43] #highered,#highereducation [30] higher,education [24] #highereducation,#highered [21] covid,19 [20] #highered,#elearning [20] part,time [18] #elearning,#instructionaldesign [15] click,apply [15] oklahoma,city [12] #highered,institutions Top Word Pairs in Tweet in G2:
[41] #highered,#edtech [39] higher,education [33] #highered,#highereducation [25] covid,19 [23] 2018,#highered [22] #edtech,#highered [18] #highered,institutions [18] #pedagogía,#universidad [17] #pedagogie,#pedagogía [17] #universidad,#university Top Word Pairs in Tweet in G3:
[111] talk,campuses [111] campuses,tend [111] tend,discuss [111] discuss,faculty [111] faculty,students [111] students,rarely [111] rarely,staff [111] staff,those [111] those,work [111] work,#highered Top Word Pairs in Tweet in G4:
[171] building,work [86] important,webinar [79] collaborating,aaup [79] aaup,important [75] week,aug [75] aug,5th [75] 5th,7pm [75] 7pm,edt [68] edt,uncertainties [67] next,week Top Word Pairs in Tweet in G5:
[20] higher,education [14] college,students [13] colleges,universities [12] read,more [12] mental,health [11] #highered,policy [10] work,college [10] students,interest [10] interest,#highered [10] policy,help Top Word Pairs in Tweet in G6:
[17] #highered,#highereducation [16] online,learning [14] covid,19 [13] learn,more [12] ecampus,news [11] #highered,#covid19 [11] #highered,#onlinelearning [10] #covid19,#pandemic [10] read,more [9] those,best Top Word Pairs in Tweet in G7:
[75] #highered,#onlinelearning [73] wrote,alternatives [73] alternatives,forcing [73] forcing,students [73] students,camera [73] camera,zoom_us [73] zoom_us,#highered [73] #onlinelearning,#howtozoom [72] karenraycosta,wrote [72] #howtozoom,#stu Top Word Pairs in Tweet in G8:
[20] #nationalstudentsurvey3,#highered [20] #highered,#placemakers [12] bu_tweets,look [12] look,students [12] students,coming [12] coming,less [12] less,two [12] two,weeks [12] weeks,#bebetterbu [12] #bebetterbu,#ashamedtobu Top Word Pairs in Tweet in G9:
[21] ensure,#intlstudents [21] #intlstudents,scholars [21] scholars,fulfill [21] fulfill,dreams [21] dreams,share [21] share,talent [21] talent,#highered [20] action,alert [20] alert,ensure [19] nafsa,action Top Word Pairs in Tweet in G10:
[15] #highereducation,#highered [14] higher,education [9] day,one [9] one,virtual [9] virtual,#eduweb20 [9] #eduweb20,loving [9] loving,setup [9] setup,already [9] already,break [9] break,zoom 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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