The graph represents a network of 3,023 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 02:25 UTC.
The tweets in the network were tweeted over the 1196-day, 9-hour, 19-minute period from Monday, 11 November 2019 at 12:25 UTC to Sunday, 19 February 2023 at 21:44 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 : 3023
Unique Edges : 2138
Edges With Duplicates : 6279
Total Edges : 8417
Number of Edge Types : 8
Retweet : 1739
MentionsInRetweet : 2340
Tweet : 2371
Mentions : 1286
Quote : 143
MentionsInReplyTo : 127
Replies to : 236
MentionsInQuote : 175
Self-Loops : 2807
Reciprocated Vertex Pair Ratio : 0.0658450704225352
Reciprocated Edge Ratio : 0.123554674595309
Connected Components : 825
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 772
Maximum Edges in a Connected Component : 3233
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.123217
Graph Density : 0.000331344536361752
Modularity : 0.382558
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,023 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 02:25 UTC.
The tweets in the network were tweeted over the 1196-day, 9-hour, 19-minute period from Monday, 11 November 2019 at 12:25 UTC to Sunday, 19 February 2023 at 21:44 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:
[323] digital,learning [142] #designing,#landingpage [141] #learn,aspect [141] landing,#learn [141] high,converting [141] converting,landing [141] aspect,#designing [141] creating,high [127] #elearning,#digitallearning [117] online,learning Top Word Pairs in Tweet in G1:
[60] digital,learning [50] visit,website [41] dudas,contáctanos [41] contáctanos,312 [39] learn,more [38] #elearning,#digitallearning [33] #digitalskillsforall,#digitallearning [31] #edtech,#digitallearning [31] #digitallearning,#digitalmarketing [30] #iidm,#digitalskillsforall Top Word Pairs in Tweet in G2:
[55] #distancelearning,#digitallearning [53] #onlinelearning,#distancelearning [43] #digitallearning,#parenting [42] #onlinelearning,#digitallearning [40] #parenting,#homeschooling [28] online,learning [25] parent,exchange [17] learn,more [16] #digitallearning,#distancelearning [15] #digitallearning,#onlinelearning Top Word Pairs in Tweet in G3:
[48] salon,leader [47] #ltfrance,2023 [44] leader,#digitallearning [41] #digitallearning,#ltfrance [38] porte,versailles [36] paris,porte [35] versailles,hall [32] février,paris [31] savoir,plus [31] 2023,février Top Word Pairs in Tweet in G4:
[31] digital,learning [26] #digitallearning,#onlinelearning [24] learning,#digitallearning [24] good,reads [23] #onlinelearning,#highereducation [23] top,10 [23] 10,good [23] nidl,list [23] reads,2022 [23] list,top Top Word Pairs in Tweet in G5:
[14] one,#oeb22 [13] #learning,#digitallearning [11] #digitallearning,#elearning [9] day,one [9] learn,more [9] today,sets [9] sets,tone [9] tone,coming [9] buzzing,today [9] find,more Top Word Pairs in Tweet in G6:
[20] #techknowledge,#itlearning [17] #itlearning,#digitallearning [15] #motivationalquote,#techknowledge [13] #atchub,#motivationalquote [12] #backend,#fullstack [12] #fullstack,#python [11] #digitallearning,#sofwaredeveloper [11] #python,#django [11] #django,#html [11] #sofwaredeveloper,#abeokuta Top Word Pairs in Tweet in G7:
[21] comfort,wireless [21] keys,headphones [21] sound,comfort [21] wallet,keys [21] without,phone [21] capability,essential [21] wireless,capability [21] headphones,clear [21] clear,sound [21] live,without Top Word Pairs in Tweet in G8:
[12] early,years [8] doinktweets,green [8] used,doinktweets [8] videos,used [8] green,screen [8] stop,motion [8] years,created [8] today,early [8] created,short [8] short,stop Top Word Pairs in Tweet in G9:
[71] find,job [53] free,training [49] advance,career [49] partnered,openuniversity [49] training,tools [49] help,find [49] offer,free [49] dwp,partnered [49] tools,help [49] job,advance Top Word Pairs in Tweet in G10:
[9] #academictwitter,#academiclife [9] #digitalskills,#digitallearning [9] #digitalliteracy,#digitalskills [8] #edutech,#digitalliteracy [8] armadale,cluster [8] #digitallearning,#education [8] #academiclife,#edchat [7] digital,schools [7] awarded,digital [7] #education,#technology Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: