The graph represents a network of 4,313 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 Wednesday, 07 August 2019 at 18:53 UTC.
The requested start date was Monday, 05 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 8-day, 9-hour, 11-minute period from Saturday, 27 July 2019 at 14:48 UTC to Monday, 05 August 2019 at 00:00 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 : 4313
Unique Edges : 5136
Edges With Duplicates : 2361
Total Edges : 7497
Number of Edge Types : 3
Tweet : 1762
Mentions : 5585
Replies to : 150
Self-Loops : 1762
Reciprocated Vertex Pair Ratio : 0.0301957517700958
Reciprocated Edge Ratio : 0.0586213866990095
Connected Components : 770
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 2002
Maximum Edges in a Connected Component : 4339
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.148491
Graph Density : 0.000266001263815182
Modularity : 0.666889
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[222] higher,education [127] check,out [127] #highered,#highereducation [126] moving,#highered [124] #highered,budget [122] unless,someone [122] someone,actually [122] actually,trying [122] trying,kill [122] kill,#hec Top Word Pairs in Tweet in G1:
[72] #highered,#highereducation [71] #edtech,#highered [70] higher,education [67] 2018,#highered [62] #highered,#edtech [46] #education,#edtech [39] #elearning,#mlearning [36] eraser,vol [35] blockchain,education [32] nation,state Top Word Pairs in Tweet in G2:
[19] check,out [18] higher,education [16] #highered,#highereducation [14] great,fit [14] click,apply [13] part,time [11] #highereducation,#highered [11] latest,job [11] job,opening [11] opening,here Top Word Pairs in Tweet in G3:
[12] #highered,#edchat [12] community,colleges [11] four,year [10] higher,education [10] colleges,universities [9] hispanic,association [9] association,colleges [9] universities,announced [9] announced,24 [9] 24,new Top Word Pairs in Tweet in G4:
[25] higher,education [6] apply,now [6] india,s [5] now,open [5] open,application [5] application,jefferson [5] jefferson,science [5] science,fellows [5] fellows,program [5] program,officially Top Word Pairs in Tweet in G5:
[122] unless,someone [122] someone,actually [122] actually,trying [122] trying,kill [122] kill,#hec [122] #hec,draconian [122] draconian,budget [122] budget,cut [122] cut,moving [122] moving,#highered Top Word Pairs in Tweet in G6:
[33] tier,1 [17] canada,research [17] research,chair [16] terrific,crc [16] crc,tier [16] 1,op [16] op,canada [16] chair,crc_crc [16] crc_crc,tier [16] 1,black Top Word Pairs in Tweet in G7:
[76] student,evaluations [76] evaluations,teaching [64] teaching,unreliable [64] unreliable,significantly [64] significantly,biased [64] biased,against [64] against,female [64] female,instructors [63] lseimpactblog,student [63] instructors,http Top Word Pairs in Tweet in G8:
[101] #college,#collegetalk [57] college,financial [57] financial,aid [51] more,college [47] here,s [47] s,more [47] aid,without [47] without,breaking [47] breaking,rules [37] rules,#college Top Word Pairs in Tweet in G9:
[24] need,version [24] version,turnitin [24] turnitin,university [24] university,websites [24] websites,curriculum [24] curriculum,prospective [24] prospective,students [24] students,identify [24] identify,ad [24] ad,copy Top Word Pairs in Tweet in G10:
[25] #wordpress,#highered [20] #highered,#edtech [12] join,#wpcampus [12] #wpcampus,live [12] live,stream [12] #edtech,#accessibility [12] #wpcampus,2019 [9] pdt,session [7] livestream,alert [6] stream,30 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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