The graph represents a network of 3,317 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, 11 February 2019 at 20:33 UTC.
The requested start date was Monday, 11 February 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, 10-hour, 27-minute period from Thursday, 07 February 2019 at 10:26 UTC to Sunday, 10 February 2019 at 20:53 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 : 3317
Unique Edges : 4244
Edges With Duplicates : 2734
Total Edges : 6978
Number of Edge Types : 3
Mentions : 4849
Tweet : 2092
Replies to : 37
Self-Loops : 2092
Reciprocated Vertex Pair Ratio : 0.0251652262328419
Reciprocated Edge Ratio : 0.0490949665261592
Connected Components : 776
Single-Vertex Connected Components : 409
Maximum Vertices in a Connected Component : 1587
Maximum Edges in a Connected Component : 4517
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.66742
Graph Density : 0.000366663963432884
Modularity : 0.562603
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[771] edtech,elearning [732] education,edtech [700] edchat,education [662] elearning,k12 [607] check,understanding [606] ways,check [606] understanding,edutopia [604] edutopia,edchat [601] 53,ways [596] alex_corbitt,53 Top Word Pairs in Tweet in G1:
[663] edchat,education [655] education,edtech [651] edtech,elearning [646] elearning,k12 [593] ways,check [593] check,understanding [593] understanding,edutopia [593] edutopia,edchat [590] 53,ways [589] alex_corbitt,53 Top Word Pairs in Tweet in G2:
[32] e,learning [21] education,elearning [21] free,guides [21] guides,elearning [21] elearning,material [21] material,recommended [21] recommended,books [21] books,renowned [21] renowned,cannabis [21] cannabis,authors Top Word Pairs in Tweet in G3:
[176] elearning,mlearning [98] elearning,edtech [85] edtech,edchat [85] big,data [77] e,learning [62] education,edtech [49] edtech,ar [49] ar,ai [47] tech,technology [44] tech,tic Top Word Pairs in Tweet in G4:
[48] learning,elearning [42] training,learning [40] traininganddevelopment,learninganddevelopment [37] elearning,traininganddevelopment [35] check,out [20] next,week [17] lt19uk,next [15] find,out [15] heading,lt19uk [15] week,sure Top Word Pairs in Tweet in G5:
[124] free,guides [124] guides,elearning [124] elearning,material [124] material,recommended [124] recommended,books [124] books,renowned [124] renowned,cannabis [124] cannabis,authors [124] authors,jorge [124] jorge,cervantes Top Word Pairs in Tweet in G6:
[41] elearning,courses [39] moocs,elearning [16] learning,elearning [15] elearning,edtech [15] juandoming,juandoming [15] courses,elearningbrothers [10] aprendizaje,elearning [10] webinars,make [10] make,double [10] double,take Top Word Pairs in Tweet in G7:
[25] edtech,elearning [18] elearning,education [18] education,courses [10] take,look [7] sign,up [6] 50,extra [6] extra,hours [6] hours,take [6] look,saved [6] saved,one Top Word Pairs in Tweet in G8:
[28] periodic,table [26] table,ios [25] add,blog [25] blog,later [25] later,created [25] created,interactive [25] interactive,thinglink [25] thinglink,arvrinedu [25] arvrinedu,periodic [24] ictevangelist,add Top Word Pairs in Tweet in G9:
[13] love,itslearning [7] more,teacher [7] teacher,love [7] itslearning,google [7] google,integration [7] integration,lets [7] lets,teachers [7] teachers,students [7] students,work [7] work,seamlessly Top Word Pairs in Tweet in G10:
[9] e,learning [8] effectively,leverage [8] leverage,e [8] learning,digitalworkplace [8] digitalworkplace,elearning [8] elearning,internalcomms [8] elearning,techtips [7] students,love [6] 14,fabulous [6] fabulous,valentine 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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