The graph represents a network of 3,164 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, 22 April 2019 at 17:13 UTC.
The requested start date was Monday, 22 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, 9-hour, 44-minute period from Wednesday, 17 April 2019 at 14:15 UTC to Monday, 22 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 : 3164
Unique Edges : 3509
Edges With Duplicates : 2959
Total Edges : 6468
Number of Edge Types : 3
Mentions : 4070
Tweet : 2352
Replies to : 46
Self-Loops : 2352
Reciprocated Vertex Pair Ratio : 0.0270185359723531
Reciprocated Edge Ratio : 0.0526154787396757
Connected Components : 828
Single-Vertex Connected Components : 488
Maximum Vertices in a Connected Component : 1328
Maximum Edges in a Connected Component : 3775
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.144921
Graph Density : 0.000326647436202328
Modularity : 0.526253
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[394] #edtech,#elearning [329] use,twitter [199] #edchat,#edtech [190] ways,use [189] e,learning [183] brain,blast [181] 11,ways [181] twitter,classroom [181] classroom,brain [180] finleyt,new Top Word Pairs in Tweet in G1:
[44] right,place [43] searching,more [43] more,affordable [43] affordable,way [43] way,completing [43] completing,improving [43] improving,#cannabis [43] #cannabis,#elearning [43] #elearning,education [43] education,come Top Word Pairs in Tweet in G2:
[173] #elearning,#mlearning [83] #edtech,#edchat [79] artificial,intelligence [63] data,science [61] #ai,#ia [57] machine,learning [52] higher,education [50] #education,#edtech [50] e,learning [48] #education,#elearning Top Word Pairs in Tweet in G3:
[312] use,twitter [171] brain,blast [170] 11,ways [170] ways,use [170] twitter,classroom [170] classroom,brain [170] #edchat,#edtech [170] #edtech,#elearning [168] finleyt,new [142] new,gt Top Word Pairs in Tweet in G4:
[21] #elearning,#edtech [17] life,learners [17] learners,limited [17] limited,click [17] click,read [13] #edtech,#classroom [12] #edtech,#elearning [12] #classroom,#blended [10] virtuelle,lernorte [10] lernorte,eine Top Word Pairs in Tweet in G5:
[56] #learning,#elearning [50] #lms,#hr [43] axis,lms [35] #training,#learning [33] #elearning,#learning [27] lms,#lms [27] #elearning,#traininganddevelopment [26] #training,#elearning [22] nuevo,articulo [19] #elearning,#edtech Top Word Pairs in Tweet in G6:
[63] easy,way [62] school,need [62] need,quick [62] quick,easy [62] way,migrate [62] migrate,google [62] google,g [62] g,suite [62] suite,microsoft [62] microsoft,office365 Top Word Pairs in Tweet in G7:
[75] 2019,#lms [75] #lms,spring [73] congratulations,flashwolves2013 [73] flashwolves2013,winning [73] winning,2019 [73] spring,finals [73] finals,qualifying [73] qualifying,2019 [73] 2019,mid [73] mid,season Top Word Pairs in Tweet in G8:
[83] #edtech,#elearning [82] #edchat,#education [80] #education,#edtech [41] universal,design [41] design,learning [41] learning,guidelines [41] guidelines,cast_udl [41] cast_udl,#edchat [41] #elearning,#k [40] alex_corbitt,universal Top Word Pairs in Tweet in G9:
[99] #eastersale,#discounts [85] #discount,#udemy [80] #udemy,#udemyfree [41] #smallbusiness,#smallbiz [39] courses,#discount [36] wpacademypro,#eastersale [36] #marketing,#growthhacking [36] #socialmedia,#smm [33] best,online [31] #business,#startup Top Word Pairs in Tweet in G10:
[27] #elearning,#edutech [23] #edtech,#globaled [23] #globaled,#elearning [13] #edtech,#elearning [11] check,out [6] brand,new [5] cyber,security [4] here,right [4] right,tools [4] tools,mixed 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 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: