The graph represents a network of 1,637 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, 22 June 2021 at 00:03 UTC.
The requested start date was Monday, 21 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, 41-minute period from Monday, 07 June 2021 at 02:56 UTC to Sunday, 20 June 2021 at 21:37 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 : 1637
Unique Edges : 1201
Edges With Duplicates : 3003
Total Edges : 4204
Number of Edge Types : 5
Retweet : 1123
MentionsInRetweet : 1676
Mentions : 722
Tweet : 674
Replies to : 9
Self-Loops : 685
Reciprocated Vertex Pair Ratio : 0.031055900621118
Reciprocated Edge Ratio : 0.0602409638554217
Connected Components : 346
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 700
Maximum Edges in a Connected Component : 2327
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.834547
Graph Density : 0.000743802023201246
Modularity : 0.469535
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,637 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, 22 June 2021 at 00:03 UTC.
The requested start date was Monday, 21 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, 41-minute period from Monday, 07 June 2021 at 02:56 UTC to Sunday, 20 June 2021 at 21:37 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:
[159] join,microsoftuk [159] free,virtual [159] virtual,workshop [155] june,free [141] loved,creating [141] creating,#onepagers [141] #onepagers,help [141] help,children [141] children,write [141] write,different Top Word Pairs in Tweet in G1:
[120] #digitallearning,#k12 [111] search,google [111] google,pro [111] pro,operators [111] operators,splashsys [111] splashsys,#edchat [111] #edchat,#learning [111] #learning,#digitallearning [108] tcea,search [40] lesson,plan Top Word Pairs in Tweet in G2:
[31] #elearning,#digitallearning [16] digital,learning [12] affordable,mini [12] mini,computer [12] computer,visit [12] visit,order [12] order,#digitallearning [12] #digitallearning,visit [12] visit,#computer [12] #computer,#minicomputer Top Word Pairs in Tweet in G3:
[140] loved,creating [140] creating,#onepagers [140] #onepagers,help [140] help,children [140] children,write [140] write,different [140] different,purposes [140] purposes,few [140] few,more [140] more,still Top Word Pairs in Tweet in G4:
[159] join,microsoftuk [159] free,virtual [159] virtual,workshop [155] june,free [122] details,register [121] more,details [121] register,click [120] click,#digitallearning [118] microsoftuk,2pm [113] workshop,learn Top Word Pairs in Tweet in G5:
[47] read,session [46] session,view [43] view,recording [38] #digitallearning,#learninganddevelopment [25] #learninganddevelopment,#idiodc [25] #idiodc,#dominknow [25] #dominknow,#instructionaldesign [23] #elearning,#mlearning [23] #instructionaldesign,#instructionaldesigners [21] #elearning,#digitallearning Top Word Pairs in Tweet in G6:
[18] #elearning,#education [15] #onlinelearning,#education [15] #learning,#edtech [15] #education,#learning [13] face,face [13] face,virtual [13] virtual,hybrid [13] #education,#onlinelearning [12] learn,more [12] #labs,#digitallearning Top Word Pairs in Tweet in G7:
[11] genius,#digitallearning [9] aux,genius [7] #digitallearning,made [7] ça,risque [7] risque,d'être [7] d'être,très [7] très,très [5] comment,concevoir [5] concevoir,formation [5] formation,numérique Top Word Pairs in Tweet in G8:
[12] executive,leadership [12] leadership,team [11] excited,introduce [11] introduce,executive [11] team,world [11] world,class [11] class,team [11] team,help [11] help,carry [11] carry,mission Top Word Pairs in Tweet in G9:
[14] pls,interested [14] interested,#digitallearning [14] #digitallearning,#vr [14] #vr,#digitalarts [14] #digitalarts,#esports [14] #esports,#cybersecurity [14] #cybersecurity,interactive [14] interactive,#3d [14] #3d,video [14] video,sign Top Word Pairs in Tweet in G10:
[27] #digitallearning,experts [27] #surveillance,#technologies [27] #technologies,usage [21] del4all,#digitallearning [20] please,share [20] share,thought [20] thought,#surveillance [14] usage,#benefits [13] experts,survey [13] survey,please Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G8:
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: