The graph represents a network of 387 Twitter users whose recent tweets contained "#learninganalytics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 24 May 2019 at 17:07 UTC.
The tweets in the network were tweeted over the 9-day, 18-hour, 17-minute period from Tuesday, 14 May 2019 at 22:46 UTC to Friday, 24 May 2019 at 17:04 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 : 387
Unique Edges : 589
Edges With Duplicates : 191
Total Edges : 780
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.0385288966725044
Reciprocated Edge Ratio : 0.0741989881956155
Connected Components : 29
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 310
Maximum Edges in a Connected Component : 690
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.503913
Graph Density : 0.00396968844974629
Modularity : 0.597703
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[46] #learninganalytics,dashboards [44] self,regulated [44] learning,analytics [43] new,paper [43] paper,systematic [43] systematic,review [43] review,empirical [43] empirical,studies [43] studies,#learninganalytics [43] dashboards,self Top Word Pairs in Tweet in G1:
[20] associate,prof [20] prof,role [20] role,available [20] available,centre [20] centre,change [20] change,complexity [20] complexity,learning [20] learning,c3l [20] c3l,universitysa [20] universitysa,exploring Top Word Pairs in Tweet in G2:
[11] supporting,student [11] l,d [8] technology,already [8] already,playing [8] playing,role [8] role,supporting [8] student,staff [8] staff,wellbeing [8] wellbeing,#learninganalytics [8] #learninganalytics,increasingly Top Word Pairs in Tweet in G3:
[13] #machinelearning,#ai [11] #datascience,analytics [11] analytics,improve [11] improve,education [11] education,#bigdata [11] #bigdata,#machinelearning [11] #ai,#edtech [10] kirkdborne,#datascience [10] #edtech,#le [9] https,t Top Word Pairs in Tweet in G4:
[34] new,paper [34] paper,systematic [34] systematic,review [34] review,empirical [34] empirical,studies [34] studies,#learninganalytics [34] #learninganalytics,dashboards [34] dashboards,self [34] self,regulated [34] regulated,learning Top Word Pairs in Tweet in G5:
[23] learning,analytics [22] creating,sharing [22] sharing,learning [22] analytics,models [22] models,now [22] now,easier [22] easier,community [22] community,educator [22] educator,mary [22] mary,cooch Top Word Pairs in Tweet in G6:
[5] great,honour [5] honour,host [5] host,meeting [5] meeting,hdrachsler [5] hdrachsler,research [5] research,teams [5] teams,dipf_en [5] dipf_en,ou_nederland [5] ou_nederland,cw_kuleuven [4] katrien_v,great Top Word Pairs in Tweet in G7:
[10] #dcectel19,deadline [9] don,t [9] t,forget [9] forget,#dcectel19 [9] deadline,tomorrow [9] tomorrow,look [9] look,valuable [9] valuable,#phdadvice [9] #phdadvice,#edtech [9] #edtech,#learningdesign Top Word Pairs in Tweet in G8:
[11] article,published [11] published,ieee_tlt [11] ieee_tlt,better [11] better,identify [11] identify,students [11] students,risk [11] risk,missing [10] davidmonllao,article [10] missing,assig Top Word Pairs in Tweet in G9:
[2] abiotteau,présente [2] présente,alsetnus [2] alsetnus,au [2] au,séminaire [2] séminaire,interuniv [2] interuniv,#aida [2] #aida,uparisdescartes [2] uparisdescartes,sorbonne_univ_ [2] sorbonne_univ_,parisdiderot [2] parisdiderot,univparis8 Top Word Pairs in Tweet in G10:
[31] #atd2019,attendees [20] attendees,come [18] booth,#2238 [14] make,plans [13] mlevellearning,#atd2019 [13] booth,#2328 [11] come,see [11] stop,mlevellearning [10] #microlearning,#gamification [10] jfladell,#atd2019 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: