The graph represents a network of 2,890 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 Monday, 06 May 2019 at 17:01 UTC.
The requested start date was Monday, 06 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 5-day, 0-hour, 30-minute period from Tuesday, 30 April 2019 at 23:30 UTC to Monday, 06 May 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 : 2890
Unique Edges : 3051
Edges With Duplicates : 3179
Total Edges : 6230
Number of Edge Types : 3
Tweet : 2731
Mentions : 3456
Replies to : 43
Self-Loops : 2731
Reciprocated Vertex Pair Ratio : 0.0388679245283019
Reciprocated Edge Ratio : 0.0748274609516891
Connected Components : 886
Single-Vertex Connected Components : 543
Maximum Vertices in a Connected Component : 1177
Maximum Edges in a Connected Component : 3499
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.618805
Graph Density : 0.000329731794984196
Modularity : 0.478878
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[249] à,à [199] #elearning,#edtech [198] á,á [188] searching,more [188] more,affordable [188] affordable,way [188] way,completing [188] completing,improving [188] improving,#cannabis [188] #cannabis,#elearning Top Word Pairs in Tweet in G1:
[135] searching,more [135] more,affordable [135] affordable,way [135] way,completing [135] completing,improving [135] improving,#cannabis [135] #cannabis,#elearning [135] #elearning,education [135] education,come [135] come,right Top Word Pairs in Tweet in G2:
[120] #elearning,#mlearning [46] #edtech,#edchat [37] #highered,#highereducation [33] big,data [32] eraser,vol [31] #education,#edtech [31] higher,education [30] #tech,#technology [30] e,learning [30] international,review Top Word Pairs in Tweet in G3:
[70] #edchat,#education [52] #elearning,#edtech [48] #education,#elearning [43] #edtech,#k12 [36] brain,blast [36] blast,#edchat [35] #edtech,#elearning [34] new,11 [34] 11,ways [33] finleyt,new Top Word Pairs in Tweet in G4:
[16] check,out [14] searching,more [14] more,affordable [14] affordable,way [14] way,completing [14] completing,improving [14] improving,#cannabis [14] #cannabis,#elearning [14] #elearning,education [14] education,come Top Word Pairs in Tweet in G5:
[198] á,á [66] á,ä [60] #udemy,#elearning [57] #discounts,90 [50] #discount,#udemy [45] #udemy,#udemyfree [44] á,žá [44] œá,á [44] ä,á [41] data,science Top Word Pairs in Tweet in G6:
[36] #training,#learning [36] #learning,#elearning [31] #training,#elearning [24] #elearning,#traininganddevelopment [22] #traininganddevelopment,#learninganddevelopment [12] #elearning,#elearningtechnology [12] #elearning,#learninganddevelopment [11] #learninganddevelopment,#traininganddevelopment [11] 5,ways [11] ways,#mobile Top Word Pairs in Tweet in G7:
[41] #elearning,#edtech [18] #moocs,#elearning [18] #elearning,#learning [16] #activetextbook,#elearning [14] check,out [12] #edtech,#edtechchat [12] business,#business [12] #elearning,#mooc [11] #learning,#education [11] #elearning,#courses Top Word Pairs in Tweet in G8:
[55] #lms,#hr [48] axis,lms [26] lms,#lms [21] e,learning [16] management,system [14] learning,management [14] #elearning,#gamification [10] #hr,#elearning [9] check,out [9] lms,#hr Top Word Pairs in Tweet in G9:
[44] #digitalmarketing,#business [44] #business,#africa [44] #africa,#southafrica [44] #southafrica,#innovation [44] #innovation,#smallbusiness [44] #smallbusiness,#marketing [43] imariajohnsen,#digitalmarketing [25] #seo,#smm [23] #smm,#startup [20] #startup,#entrepreneur Top Word Pairs in Tweet in G10:
[16] #learning,#elearning [14] nuevo,articulo [12] articulo,juandoming [9] introducción,taxonomía [9] taxonomía,bloom [9] bloom,diseñadores [9] diseñadores,instruccionales [9] instruccionales,#elearning [9] #elearning,#dmevnl [8] #elearning,#learning Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: