The graph represents a network of 3,196 Twitter users whose tweets in the requested range contained "#elearning OR #LMS", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 03 April 2019 at 19:35 UTC.
The requested start date was Monday, 01 April 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 4-day, 4-hour, 39-minute period from Wednesday, 27 March 2019 at 19:20 UTC to Monday, 01 April 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 : 3196
Unique Edges : 3701
Edges With Duplicates : 3124
Total Edges : 6825
Number of Edge Types : 3
Mentions : 4506
Tweet : 2269
Replies to : 50
Self-Loops : 2269
Reciprocated Vertex Pair Ratio : 0.0432734765969974
Reciprocated Edge Ratio : 0.0829571106094808
Connected Components : 818
Single-Vertex Connected Components : 440
Maximum Vertices in a Connected Component : 1295
Maximum Edges in a Connected Component : 3999
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.831207
Graph Density : 0.000347069204267463
Modularity : 0.533657
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[270] #edtech,#elearning [206] #elearning,#edtech [189] #elearning,#mlearning [150] #education,#edtech [147] e,learning [127] #edchat,#education [125] #elearning,#k12 [104] check,out [101] #rt,learnknowbly [91] #cursos,#elearning Top Word Pairs in Tweet in G1:
[35] #edtech,#elearning [33] https,t [33] t,co [32] e,learning [24] check,out [19] #elearning,#edtech [19] #elearning,#education [17] find,out [16] #elearning,#blendedlearning [16] #elearning,https Top Word Pairs in Tweet in G2:
[173] #elearning,#mlearning [65] big,data [49] #ai,#ia [45] #edtech,#edchat [45] #tic,#tech [39] #tech,#technology [37] international,journal [33] #highereducation,#highered [32] nos,habla [32] #pedagogy,#pedagogie Top Word Pairs in Tweet in G3:
[105] #elearning,#edtech [76] #edtech,#classroom [74] #classroom,#blended [65] #blended,#personalizedlearning [63] #personalizedlearning,#k12 [58] #k12,#lms [25] socrates,lifelong [25] lifelong,learner [25] learner,digital [25] digital,age Top Word Pairs in Tweet in G4:
[107] #edchat,#education [107] #education,#edtech [107] #edtech,#elearning [106] #elearning,#k12 [69] cognitive,rigor [69] rigor,matrix [69] drkarinhess,#edchat [55] hess,cognitive [53] alex_corbitt,hess [39] matrix,reading Top Word Pairs in Tweet in G5:
[28] #learning,#elearning [23] try,now [20] #training,#learning [18] #math,#science [18] #science,#iteachmath [18] #iteachmath,#mtbos [18] #mtbos,#visualization [13] #elearning,#traininganddevelopment [13] #traininganddevelopment,#learninganddevelopment [13] #visualization,#elearning Top Word Pairs in Tweet in G6:
[20] #edtech,#elearning [12] #vitaletc,vitalyork [12] nice,new [12] new,features [12] features,keynote [12] keynote,mac [12] mac,especially [12] especially,gif [12] gif,creator [12] creator,slide Top Word Pairs in Tweet in G7:
[86] #cursos,#elearning [55] miedo,falta [55] falta,motivación [55] motivación,baja [55] baja,autoestima [55] autoestima,10 [55] 10,mejores [55] mejores,técnicas [55] técnicas,pnl [55] pnl,transformar Top Word Pairs in Tweet in G8:
[13] noticies,fresques [13] fresques,jk [13] jk,agency [13] agency,#marketing [13] #marketing,#marketingdigital [13] #marketingdigital,#socialmedia [13] #socialmedia,#communitymanager [13] #communitymanager,#pallars [13] #pallars,#elearning [12] check,out Top Word Pairs in Tweet in G9:
[16] e,learning [8] crabbermike,vrrb [7] learning,zilla [7] zilla,parishad [7] parishad,govt [7] govt,schools [7] schools,maharashtra [7] maharashtra,#elearning [6] check,out [6] out,latest Top Word Pairs in Tweet in G10:
[15] #elearning,#edtech [11] #mlearning,#elearning [9] overview,quizzes [9] #assessment,#data [9] #data,#elearning [9] check,out [9] #moocs,#elearning [9] #elearning,#courses [9] robert,john [9] john,meehan 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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Top Tweeters in G10: