The graph represents a network of 3,086 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 1210-day, 12-hour, 15-minute period from Monday, 11 November 2019 at 12:25 UTC to Monday, 06 March 2023 at 00:40 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 : 3086
Unique Edges : 2159
Edges With Duplicates : 6269
Total Edges : 8428
Number of Edge Types : 8
Retweet : 1767
MentionsInRetweet : 2360
Quote : 158
Mentions : 1241
Tweet : 2359
MentionsInQuote : 170
Replies to : 256
MentionsInReplyTo : 117
Self-Loops : 2816
Reciprocated Vertex Pair Ratio : 0.0616583982990787
Reciprocated Edge Ratio : 0.116154873164219
Connected Components : 878
Single-Vertex Connected Components : 493
Maximum Vertices in a Connected Component : 861
Maximum Edges in a Connected Component : 3410
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.018507
Graph Density : 0.000314695634911048
Modularity : 0.384102
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,086 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 1210-day, 12-hour, 15-minute period from Monday, 11 November 2019 at 12:25 UTC to Monday, 06 March 2023 at 00:40 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:
[575] digital,learning [210] learning,day [139] #designing,#landingpage [138] #learn,aspect [138] landing,#learn [138] high,converting [138] converting,landing [138] aspect,#designing [138] creating,high [131] #elearning,#digitallearning Top Word Pairs in Tweet in G1:
[108] download,teach [94] digital,learning [90] #digitallearning,#scottishprimaryeducation [90] #cfore,#digitallearning [63] 100,titles [63] immediate,download [63] scottish,primary [63] shop,bestselling [63] reclaim,weekend [63] resources,scottish Top Word Pairs in Tweet in G2:
[51] #onlinelearning,#distancelearning [47] #distancelearning,#digitallearning [40] #onlinelearning,#digitallearning [40] #digitallearning,#parenting [38] #parenting,#homeschooling [26] online,learning [24] parent,exchange [21] dudas,contáctanos [20] learn,more [19] #digitallearning,#distancelearning Top Word Pairs in Tweet in G3:
[34] #ltfrance,2023 [34] salon,leader [31] leader,#digitallearning [30] #digitallearning,#ltfrance [27] digital,learning [25] porte,versailles [23] paris,porte [22] versailles,hall [21] learning,technologies [21] quel,plaisir Top Word Pairs in Tweet in G4:
[12] digital,learning [12] early,years [9] #edtech,#digitallearning [8] stop,motion [8] videos,used [8] today,early [8] motion,videos [8] #digitallearning,#edtech [8] doinktweets,green [8] used,doinktweets Top Word Pairs in Tweet in G5:
[222] digital,learning [156] learning,day [78] education,digital [78] day,let's [78] champion,accessibility [78] happy,digital [78] sustainability,education [78] let's,champion [78] accessibility,sustainability [77] onpassive,happy Top Word Pairs in Tweet in G6:
[36] digital,learning [25] #digitallearning,#onlinelearning [24] learning,#digitallearning [24] good,reads [23] #onlinelearning,#highereducation [23] top,10 [23] 10,good [23] reads,2022 [22] nidl,list [22] list,top Top Word Pairs in Tweet in G7:
[14] #itlearning,#digitallearning [14] #techknowledge,#itlearning [9] #backend,#fullstack [9] stop,motion [9] #fullstack,#python [8] #motivationalquote,#techknowledge [8] #python,#django [8] #django,#html [8] computing,science [7] #digitallearning,#sofwaredeveloper Top Word Pairs in Tweet in G8:
[60] find,job [41] free,training [40] search,apply [40] applying,jobs [40] finding,applying [40] learning,search [40] online,make [39] advance,career [39] partnered,openuniversity [39] training,tools Top Word Pairs in Tweet in G9:
[17] pupils,access [17] scholar,glow [17] s6,pupils [17] tile,#digitallearning [17] s4,s6 [17] access,scholar [17] glow,tile [17] #digitallearning,#education [16] maths,use [16] studying,n5 Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
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: