The graph represents a network of 4,638 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, 17 September 2019 at 17:13 UTC.
The requested start date was Monday, 16 September 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 5-day, 9-hour, 28-minute period from Tuesday, 10 September 2019 at 14:30 UTC to Sunday, 15 September 2019 at 23:59 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 : 4638
Unique Edges : 5675
Edges With Duplicates : 2220
Total Edges : 7895
Number of Edge Types : 3
Mentions : 6078
Replies to : 142
Tweet : 1675
Self-Loops : 1675
Reciprocated Vertex Pair Ratio : 0.0393505253104107
Reciprocated Edge Ratio : 0.0757213747472891
Connected Components : 849
Single-Vertex Connected Components : 357
Maximum Vertices in a Connected Component : 2241
Maximum Edges in a Connected Component : 4665
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.407977
Graph Density : 0.00025299438688175
Modularity : 0.681314
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[194] higher,education [157] #highered,#highereducation [121] check,out [71] higher,ed [63] #highereducation,#highered [62] learn,more [61] #college,historically [61] historically,paid [61] paid,changing [61] changing,panelists Top Word Pairs in Tweet in G1:
[73] #highered,#highereducation [61] 2018,#highered [54] higher,education [47] blockchain,education [35] eraser,blockchain [34] #edtech,#highered [31] #elearning,#mlearning [29] big,data [29] education,study [29] study,digital Top Word Pairs in Tweet in G2:
[23] higher,education [17] great,fit [17] santa,clara [16] #highered,#highereducation [16] want,work [15] oklahoma,city [13] #college,#university [11] part,time [10] #highered,#college [10] job,opening Top Word Pairs in Tweet in G3:
[29] tony_jack,#highered [27] read,tony_jack [26] nyashajunior,read [16] mindshiftkqed,think [16] think,landing [16] landing,coveted [16] coveted,#college [16] #college,spot [16] spot,golden [16] golden,ticket Top Word Pairs in Tweet in G4:
[40] gt,gt [7] cc,gt [7] start,ups [6] क,क [5] द,क [5] m,visvesvaraya [5] birth,anniversary [5] worldwide,view [5] view,#highered [5] #highered,news Top Word Pairs in Tweet in G5:
[13] #highered,institutions [12] child,care [11] check,out [11] one,things [11] things,really [11] really,hurt [11] hurt,#highered [11] #highered,putting [11] putting,responsibility [11] responsibility,social Top Word Pairs in Tweet in G6:
[13] out,edtech_highered [12] ubuffalo,plan [12] plan,network [12] network,upgrade [12] upgrade,arubanetworks [12] arubanetworks,find [12] find,out [8] colleges,universities [8] join,peers [8] peers,reach Top Word Pairs in Tweet in G7:
[9] quality,#highered [7] #highered,defined [7] defined,prestige [7] prestige,exclusivity [7] exclusivity,ve [7] ve,working [7] working,past [7] past,year [7] year,new [7] publishing,luminafound Top Word Pairs in Tweet in G8:
[55] students,perceive [55] perceive,better [55] better,teacher [55] teacher,mean [55] mean,necessarily [55] necessarily,learning [55] learning,more [55] more,meta [55] meta,analysis [54] courosa,students Top Word Pairs in Tweet in G9:
[20] usnews,#bestcolleges [18] make,usnews [18] #bestcolleges,list [18] list,again [18] again,year [18] year,ranked [18] ranked,# [18] #,1 [18] 1,#socialmobility [18] #socialmobility,north Top Word Pairs in Tweet in G10:
[8] financial,aid [7] higher,education [6] experts,weigh [6] weigh,last [6] last,night's [6] night's,debate [6] debate,hear [6] hear,nuances [6] nuances,evidence [6] evidence,injected 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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