The graph represents a network of 1,294 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, 15 June 2021 at 00:03 UTC.
The requested start date was Monday, 14 June 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, 18-hour, 20-minute period from Monday, 31 May 2021 at 03:20 UTC to Sunday, 13 June 2021 at 21:40 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 : 1294
Unique Edges : 920
Edges With Duplicates : 2199
Total Edges : 3119
Number of Edge Types : 5
MentionsInRetweet : 1033
Mentions : 704
Retweet : 737
Tweet : 635
Replies to : 10
Self-Loops : 644
Reciprocated Vertex Pair Ratio : 0.0401515151515152
Reciprocated Edge Ratio : 0.0772032046613256
Connected Components : 339
Single-Vertex Connected Components : 163
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 1209
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.549669
Graph Density : 0.000820611759193183
Modularity : 0.455302
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,294 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, 15 June 2021 at 00:03 UTC.
The requested start date was Monday, 14 June 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, 18-hour, 20-minute period from Monday, 31 May 2021 at 03:20 UTC to Sunday, 13 June 2021 at 21:40 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:
[134] join,microsoftuk [134] free,virtual [134] virtual,workshop [132] june,free [109] click,#digitallearning [108] details,register [108] register,click [107] more,details [90] microsoftuk,2pm [86] digital,learning Top Word Pairs in Tweet in G1:
[23] î,î [22] #elearning,#digitallearning [17] digital,learning [11] #education,#digitallearning [11] #digitallearning,#elearning [8] #onlinelearning,#digitallearning [8] #elearning,#onlinelearning [7] learn,more [7] #digitallearning,#virtuallearning [6] #edtech,#digitallearning Top Word Pairs in Tweet in G2:
[35] #digitallearning,#edapps [35] #edapps,#edtech [25] incorporate,digital [25] digital,assessments [25] assessments,classroom [25] classroom,easily [25] easily,#breakingthecycleoflowtestscores [22] educational,technology [20] implement,educational [20] technology,modern Top Word Pairs in Tweet in G3:
[134] join,microsoftuk [134] free,virtual [134] virtual,workshop [132] june,free [109] click,#digitallearning [108] details,register [108] register,click [107] more,details [90] microsoftuk,2pm [78] workshop,learn Top Word Pairs in Tweet in G4:
[51] read,session [50] session,view [48] view,recording [48] #digitallearning,#learninganddevelopment [30] #elearning,#digitallearning [28] #learninganddevelopment,#idiodc [28] #idiodc,#dominknow [28] #dominknow,#instructionaldesign [27] #instructionaldesign,#instructionaldesigners [23] #artificialintelligence,changes Top Word Pairs in Tweet in G5:
[3] do_kinder,dbetteracademia [3] dbetteracademia,suzanne_garrett [3] suzanne_garrett,marikasboros [3] marikasboros,proftimnoakes [3] proftimnoakes,bolderesident [3] bolderesident,truthsayerodet1 [3] truthsayerodet1,daverg47 [3] daverg47,reddit [2] will789gb,do_kinder Top Word Pairs in Tweet in G6:
[17] #learning,#edtech [16] #elearning,#education [16] #education,#onlinelearning [14] #edtech,#online [13] #distancelearning,#teaching [12] learn,more [12] face,face [12] face,virtual [12] virtual,hybrid [12] #labs,#digitallearning Top Word Pairs in Tweet in G7:
[6] digital,transformation [6] learning,news [5] #tbthursday,adiallo2018 [5] adiallo2018,head [5] head,unescoghana [5] unescoghana,met [5] met,administrator [5] administrator,gifecghana [5] gifecghana,mr [5] mr,kofi Top Word Pairs in Tweet in G8:
[15] #dlac21,session [15] session,highlight [13] june,15 [11] dlac,online [11] 15,check [11] dlac,austin [11] thedlac,#dlac21 [10] presenting,dlac [8] austin,june [6] starting,online Top Word Pairs in Tweet in G9:
[11] genius,#digitallearning [8] aux,genius [7] 16,juin [7] juin,aux [7] #digitallearning,made [7] made,ildi [7] ildi,ça [7] ça,risque [7] risque,d'être [7] d'être,très Top Word Pairs in Tweet in G10:
[29] #digitallearning,experts [24] share,thought [21] del4all,#digitallearning [18] please,share [18] thought,#surveillance [18] #surveillance,#technologies [18] #technologies,usage [11] experts,survey [11] survey,please [11] thought,experiences Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: