The graph represents a network of 4,077 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, 14 May 2019 at 18:54 UTC.
The requested start date was Monday, 13 May 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 3-day, 9-hour, 57-minute period from Thursday, 09 May 2019 at 14:03 UTC to Monday, 13 May 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 : 4077
Unique Edges : 4911
Edges With Duplicates : 2276
Total Edges : 7187
Number of Edge Types : 3
Mentions : 5415
Replies to : 127
Tweet : 1645
Self-Loops : 1645
Reciprocated Vertex Pair Ratio : 0.0390829694323144
Reciprocated Edge Ratio : 0.0752258877915528
Connected Components : 693
Single-Vertex Connected Components : 289
Maximum Vertices in a Connected Component : 1911
Maximum Edges in a Connected Component : 4543
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.919041
Graph Density : 0.000286378769049093
Modularity : 0.639015
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[209] work,#highered [199] sometimes,receive [199] receive,raw [199] raw,data [199] data,form [199] form,pdf [199] pdf,file [199] file,happens [199] happens,very [199] very,work Top Word Pairs in Tweet in G1:
[66] #edtech,#highered [46] #highered,#highereducation [45] #highered,#edtech [44] higher,education [32] #elearning,#mlearning [28] #k12,#highered [27] #edtech,#elearning [26] big,data [26] 2018,#highered [24] teaching,learning Top Word Pairs in Tweet in G2:
[48] #highered,#university [48] college,westchester [48] westchester,brave [48] brave,enough [48] enough,fail [48] join,forces [48] forces,read [48] read,news [48] news,story [46] story,#scholarships Top Word Pairs in Tweet in G3:
[25] part,time [22] #facultysuccess,#highered [19] associate,part [19] time,instructor [17] instructor,pool [17] pool,2018 [14] check,out [14] oceanside,ca [13] high,school [12] link,bio Top Word Pairs in Tweet in G4:
[199] sometimes,receive [199] receive,raw [199] raw,data [199] data,form [199] form,pdf [199] pdf,file [199] file,happens [199] happens,very [199] very,work [199] work,#highered Top Word Pairs in Tweet in G5:
[22] know,latinos [22] latinos,more [22] more,begin [22] begin,#highered [22] #highered,journey [22] journey,#communitycollege [22] #communitycollege,attend [22] attend,#college [13] #realcollege,students [12] edexcelencia,know Top Word Pairs in Tweet in G6:
[10] edtech_highered,#highered [9] #highered,#classrooms [9] #classrooms,#learning [9] #highered,#cdwsocial [6] influencers,list [6] list,edtech_highered [6] #learning,#edchat [5] #highered,#edtech [5] come,see [5] see,year Top Word Pairs in Tweet in G7:
[43] chart,goes [43] goes,back [43] back,12 [43] 12,years [43] years,clockwork [43] clockwork,year [43] year,discount [43] discount,rate [43] rate,ticks [43] ticks,up Top Word Pairs in Tweet in G8:
[31] #education,much [31] much,more [31] more,economic [31] economic,returns [31] returns,synonymous [31] synonymous,longer [31] longer,healthier [31] healthier,life [31] life,acquisition [30] fmarmole,#education Top Word Pairs in Tweet in G9:
[14] #highered,#he [9] mental,health [9] #highered,#mentalhealth [7] op,ed [7] skills,gap [6] close,both [6] both,skills [6] gap,information [6] information,gap [6] gap,between Top Word Pairs in Tweet in G10:
[11] gov,gavinnewsom [9] community,college [9] college,transfers [9] transfers,outperform [9] outperform,high [9] high,schoolers [9] schoolers,top [9] top,colleges [9] colleges,ignore [9] tuition,discounting 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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