The graph represents a network of 1,041 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 October 2021 at 00:01 UTC.
The requested start date was Monday, 11 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 36-minute period from Monday, 27 September 2021 at 00:49 UTC to Sunday, 10 October 2021 at 23:26 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 : 1041
Unique Edges : 692
Edges With Duplicates : 1458
Total Edges : 2150
Number of Edge Types : 5
Tweet : 571
Retweet : 477
MentionsInRetweet : 621
Mentions : 469
Replies to : 12
Self-Loops : 580
Reciprocated Vertex Pair Ratio : 0.0610859728506787
Reciprocated Edge Ratio : 0.115138592750533
Connected Components : 318
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 177
Maximum Edges in a Connected Component : 625
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.861378
Graph Density : 0.000866400650262322
Modularity : 0.466567
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,041 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 October 2021 at 00:01 UTC.
The requested start date was Monday, 11 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 36-minute period from Monday, 27 September 2021 at 00:49 UTC to Sunday, 10 October 2021 at 23:26 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #DigitalLearning
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[76] digital,learning [57] #elearning,#digitallearning [40] #digitallearning,#learninganddevelopment [37] #education,#onlinelearning [37] #learninganddevelopment,#traininganddevelopment [33] #digitallearning,#edapps [33] #edapps,#edtech [30] #learning,#edtech [30] #digitallearning,#education [29] #onlinelearning,#learning Top Word Pairs in Tweet in G1:
[13] find,faqs [13] faqs,related [13] share,doubts [13] doubts,esb [13] esb,icai [13] icai,#digitallearning [13] #digitallearning,#ethicalstandardsboard [13] #ethicalstandardsboard,#ethics [13] #ethics,#icaiesb [13] #icaiesb,#theicai Top Word Pairs in Tweet in G2:
[10] #onlinelearning,#digitallearning [7] #education,#onlinelearning [7] #edtech,#digitallearning [7] primary,carbrainprimary [7] carbrainprimary,using [7] using,#immersiveclassroom [7] #immersiveclassroom,topic [7] topic,under [7] under,sea [7] vol,16 Top Word Pairs in Tweet in G3:
[2] do_kinder,dbetteracademia [2] dbetteracademia,suzanne_garrett [2] suzanne_garrett,marikasboros [2] marikasboros,proftimnoakes [2] proftimnoakes,bolderesident [2] bolderesident,truthsayerodet1 [2] truthsayerodet1,daverg47 [2] daverg47,reddit Top Word Pairs in Tweet in G4:
[31] #digitallearning,#edapps [31] #edapps,#edtech [28] #onlinelearning,#learning [26] #elearning,#education [26] #education,#onlinelearning [25] #learning,#edtech [20] #edtech,#covid [20] #covid,#online [20] #online,#school [20] #school,#students Top Word Pairs in Tweet in G5:
[18] find,more [17] learn,top [17] top,skills [17] skills,need [17] need,career [17] career,find [15] more,involved [15] involved,world [14] world,work [12] work,try Top Word Pairs in Tweet in G6:
[4] register,today [4] 2021,educause [4] educause,annual [4] annual,conference [4] learner,director [4] director,drjesswilliams [4] digital,learning [3] early,bird [3] annual,meeting [3] accelerate,conference Top Word Pairs in Tweet in G7:
[11] #learninganddevelopment,#traininganddevelopment [9] #training,#learning [8] #elearning,#learninganddevelopment [8] #learning,#digitallearning [8] learning,technologies [8] technologies,awards [8] awards,returns [8] returns,live [8] live,autumn [8] autumn,gala Top Word Pairs in Tweet in G8:
[33] #elearning,#digitallearning [33] #digitallearning,#learninganddevelopment [26] #learninganddevelopment,#traininganddevelopment [22] dominknow,one [22] #traininganddevelopment,#employeetraining [21] #authoringtool,#authoringtools [18] one,summer [18] summer,2021 [18] 2021,feature [18] feature,release Top Word Pairs in Tweet in G9:
[5] honored,representing [5] representing,compasscs [5] compasscs,thedlcedu [5] thedlcedu,participating [5] participating,monthly [5] monthly,meeting [5] meeting,#compassexperience [4] lewis1jj,honored [4] curriculum,instruction [4] instruction,assessment Top Word Pairs in Tweet in G10:
[15] #omandatapark,#launch [13] #machinelearning,#bigdata [13] #bigdata,#technology [13] #technology,#datascience [13] #datascience,#iot [13] #iot,#digitallearning [13] #digitallearning,#digitalage [12] #artificialintelligence,#machinelearning [9] #nebulaai,#artificialintelligence [9] #digitalage,#omandatapark Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: