The graph represents a network of 3,216 Twitter users whose recent tweets contained "#DigitalLearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 1046-day, 8-hour, 45-minute period from Thursday, 30 April 2020 at 13:01 UTC to Sunday, 12 March 2023 at 21:47 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3216
Unique Edges : 2271
Edges With Duplicates : 6297
Total Edges : 8568
Number of Edge Types : 8
Tweet : 2366
Mentions : 1219
Retweet : 1788
MentionsInRetweet : 2463
Replies to : 260
MentionsInReplyTo : 143
Quote : 156
MentionsInQuote : 173
Self-Loops : 2834
Reciprocated Vertex Pair Ratio : 0.0579514824797844
Reciprocated Edge Ratio : 0.109554140127389
Connected Components : 930
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 912
Maximum Edges in a Connected Component : 3503
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.341269
Graph Density : 0.000303691495864379
Modularity : 0.396698
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,216 Twitter users whose recent tweets contained "#DigitalLearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 1046-day, 8-hour, 45-minute period from Thursday, 30 April 2020 at 13:01 UTC to Sunday, 12 March 2023 at 21:47 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[606] digital,learning [216] learning,day [138] #elearning,#digitallearning [135] #designing,#landingpage [134] #learn,aspect [134] landing,#learn [134] high,converting [134] converting,landing [134] aspect,#designing [134] creating,high Top Word Pairs in Tweet in G1:
[107] download,teach [96] digital,learning [89] #digitallearning,#scottishprimaryeducation [89] #cfore,#digitallearning [72] digital,resources [70] 100,titles [70] immediate,download [70] scottish,primary [70] shop,bestselling [70] reclaim,weekend Top Word Pairs in Tweet in G2:
[52] #onlinelearning,#distancelearning [48] #distancelearning,#digitallearning [41] #digitallearning,#parenting [39] #onlinelearning,#digitallearning [38] #parenting,#homeschooling [26] online,learning [21] learn,more [18] #edtech,#digitallearning [18] #digitallearning,#distancelearning [16] parent,exchange Top Word Pairs in Tweet in G3:
[28] digital,learning [27] salon,leader [25] #ltfrance,2023 [24] leader,#digitallearning [24] #digitallearning,#ltfrance [22] #elearning,#digitallearning [22] learning,technologies [18] porte,versailles [16] learn,more [16] paris,porte Top Word Pairs in Tweet in G4:
[233] digital,learning [162] learning,day [81] education,digital [81] day,let's [81] champion,accessibility [81] happy,digital [81] sustainability,education [81] let's,champion [81] accessibility,sustainability [80] onpassive,happy Top Word Pairs in Tweet in G5:
[15] digital,learning [12] early,years [10] #edtech,#digitallearning [8] #digitallearning,#edutwitter [8] videos,used [8] today,early [8] motion,videos [8] used,doinktweets [8] years,created [8] created,short Top Word Pairs in Tweet in G6:
[35] digital,learning [25] #digitallearning,#onlinelearning [24] learning,#digitallearning [24] good,reads [23] reads,2022 [23] 10,good [23] #onlinelearning,#highereducation [23] top,10 [22] 2022,digital [22] nidl,list Top Word Pairs in Tweet in G7:
[9] stop,motion [6] #itsslc,#teamwork [6] today,using [6] #slcdigitallearning,#itsslc [6] motion,animation [6] computing,science [5] primary,6a [5] #learning,#digitallearning [5] top,scorer [5] achieved,top Top Word Pairs in Tweet in G8:
[53] online,course [45] website,active [45] #onlinelearning,#elearning [45] click,link [45] someone,help [45] #onlineeducation,#digitalmarketing [45] #elearning,#onlinecourse [45] #udemy,#digitallearning [45] promote,online [45] #course,#udemy Top Word Pairs in Tweet in G9:
[11] digital,learning [10] #digitallearning,platform [10] unicef,#sierraleone [10] platform,jointly [10] #learningpassport,#digitallearning [10] delivered,microsoft [10] microsoft,unicef [10] jointly,delivered [8] #digitallearning,africa [8] unicefinnocenti,#learningpassport Top Word Pairs in Tweet in G10:
[21] maths,use [21] studying,n5 [21] n5,ah [21] maths,n5 [21] ah,maths [21] applications,maths [21] filter,find [21] activity,filter [21] n5,applications [21] use,activity Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: