The graph represents a network of 4,402 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 Monday, 14 January 2019 at 22:44 UTC.
The requested start date was Monday, 14 January 2019 at 01:01 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, 13-hour, 40-minute period from Thursday, 10 January 2019 at 11:19 UTC to Monday, 14 January 2019 at 01:00 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 : 4402
Unique Edges : 5422
Edges With Duplicates : 1991
Total Edges : 7413
Number of Edge Types : 3
Tweet : 1709
Replies to : 126
Mentions : 5578
Self-Loops : 1709
Reciprocated Vertex Pair Ratio : 0.0392986698911729
Reciprocated Edge Ratio : 0.0756253635834788
Connected Components : 837
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 2063
Maximum Edges in a Connected Component : 4025
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.116731
Graph Density : 0.000266192444594342
Modularity : 0.696618
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[189] higher,education [172] look,forward [171] forward,working [167] working,together [164] announce,hrh [164] hrh,duchess [164] duchess,sussex [164] sussex,new [164] new,patron [164] patron,look Top Word Pairs in Tweet in G1:
[33] edchat,highered [24] higher,education [24] oklahoma,city [21] higher,ed [21] city,ok [18] check,out [17] highered,highereducation [17] santa,clara [16] recommend,anyone [16] anyone,job Top Word Pairs in Tweet in G2:
[102] edtech,highered [61] elearning,mlearning [54] higher,education [52] highered,highereducation [47] highered,edtech [37] education,highered [29] edchat,engchat [27] engchat,elachat [27] elachat,grammar [27] grammar,mschat Top Word Pairs in Tweet in G3:
[162] honoured,announce [162] announce,hrh [162] hrh,duchess [162] duchess,sussex [162] sussex,new [162] new,patron [162] patron,look [162] look,forward [162] forward,working [162] working,together Top Word Pairs in Tweet in G4:
[18] college,collegetalk [16] 5,tips [16] tips,using [16] using,multiple [16] multiple,choice [16] choice,tests [16] tests,bolster [16] bolster,learning [16] learning,chronicle [16] chronicle,cognitive Top Word Pairs in Tweet in G5:
[17] katielberger,carriewarick [16] edtrust,new [10] degreeattainment,goals [10] new,op [10] op,ed [10] ed,katielberger [10] carriewarick,collegeaccess [10] collegeaccess,argue [10] argue,fafsa [10] fafsa,hidden Top Word Pairs in Tweet in G6:
[21] k,12 [19] windfall,california [19] california,k [19] 12,schools [19] schools,more [19] more,spending [19] spending,earlyed [19] earlyed,highered [19] highered,gavinnewsom's [19] gavinnewsom's,first Top Word Pairs in Tweet in G7:
[11] researcherrenew,task [11] y'all,turned [11] turned,thread [11] thread,came [11] came,altac [11] altac,career [11] career,long [11] long,blog [11] blog,post [11] post,more Top Word Pairs in Tweet in G8:
[17] edtech_highered,cdwsocial [15] fogcomputing,dataanalytics [15] dataanalytics,iot [15] iot,highered [15] highered,openfog [15] openfog,edtech_highered [10] highered,institutions [10] akamai,edtech_highered [10] edtech_highered,eaztweets [10] eaztweets,zerotrust Top Word Pairs in Tweet in G9:
[19] currently,welcoming [19] welcoming,case [19] case,studies [19] studies,students [19] students,pregnant [19] pregnant,studying [19] studying,highered [18] advancehe,currently [18] highered,l [11] ve,officially Top Word Pairs in Tweet in G10:
[8] 2,part [7] adjunct,faculty [7] faculty,globaled [7] here,more [7] more,evidence [7] evidence,time [7] time,capr_deved [7] capr_deved,using [7] using,multiple [7] multiple,measures Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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