The graph represents a network of 3,025 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 02:28 UTC.
The tweets in the network were tweeted over the 1189-day, 10-hour, 34-minute period from Monday, 11 November 2019 at 12:25 UTC to Sunday, 12 February 2023 at 23:00 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 : 3025
Unique Edges : 2184
Edges With Duplicates : 6318
Total Edges : 8502
Number of Edge Types : 8
Retweet : 1771
MentionsInRetweet : 2381
Tweet : 2343
Mentions : 1319
Replies to : 242
MentionsInReplyTo : 118
Quote : 148
MentionsInQuote : 180
Self-Loops : 2785
Reciprocated Vertex Pair Ratio : 0.0682369241427087
Reciprocated Edge Ratio : 0.127756160830091
Connected Components : 807
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 795
Maximum Edges in a Connected Component : 3242
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.24665
Graph Density : 0.000337137609864883
Modularity : 0.383965
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,025 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 02:28 UTC.
The tweets in the network were tweeted over the 1189-day, 10-hour, 34-minute period from Monday, 11 November 2019 at 12:25 UTC to Sunday, 12 February 2023 at 23:00 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:
[331] digital,learning [141] #designing,#landingpage [140] #learn,aspect [140] landing,#learn [140] high,converting [140] converting,landing [140] aspect,#designing [140] creating,high [128] #elearning,#digitallearning [114] online,learning Top Word Pairs in Tweet in G1:
[59] digital,learning [52] visit,website [41] dudas,contáctanos [41] contáctanos,312 [39] learn,more [36] #elearning,#digitallearning [31] #digitalskillsforall,#digitallearning [29] #digitallearning,#digitalmarketing [28] #youtube,#onlinelecture [28] #aurora,#illinois Top Word Pairs in Tweet in G2:
[50] salon,leader [50] #ltfrance,2023 [46] leader,#digitallearning [44] #digitallearning,#ltfrance [41] porte,versailles [39] paris,porte [38] versailles,hall [35] février,paris [34] 2023,février [34] hall,stand Top Word Pairs in Tweet in G3:
[52] #onlinelearning,#distancelearning [49] #distancelearning,#digitallearning [42] #digitallearning,#parenting [38] #parenting,#homeschooling [35] #education,#edtech [31] #edtech,#notebook [31] #notebook,#digitallearning [30] #onlinelearning,#digitallearning [27] #digitallearning,#jebmeinclassroom [25] parent,exchange Top Word Pairs in Tweet in G4:
[19] #techknowledge,#itlearning [16] #itlearning,#digitallearning [16] #atchub,#motivationalquote [15] #motivationalquote,#techknowledge [11] #sofwaredeveloper,#abeokuta [11] #digitallearning,#sofwaredeveloper [11] #fullstack,#python [11] #backend,#fullstack [10] #python,#django [10] #frotend,#backend Top Word Pairs in Tweet in G5:
[30] digital,learning [26] #digitallearning,#onlinelearning [24] good,reads [23] #onlinelearning,#highereducation [23] top,10 [23] 10,good [23] learning,#digitallearning [23] nidl,list [23] reads,2022 [23] list,top Top Word Pairs in Tweet in G6:
[17] #edtech,#education [14] #edtech,#digitallearning [14] #education,#elearning [13] #elearning,#learning [12] #onlinelearning,#teachers [12] #edchat,#stem [12] #elearning,#mlearning [12] #students,#technology [12] #learning,#edchat [12] #school,#onlinelearning Top Word Pairs in Tweet in G7:
[14] one,#oeb22 [12] #digitallearning,#elearning [10] #learning,#digitallearning [10] #elearning,#digitallearning [9] day,one [9] learn,more [9] today,sets [9] sets,tone [9] tone,coming [9] buzzing,today Top Word Pairs in Tweet in G8:
[12] early,years [8] stop,motion [8] videos,used [8] today,early [8] motion,videos [8] doinktweets,green [8] used,doinktweets [8] years,created [8] screen,add [8] short,stop Top Word Pairs in Tweet in G9:
[69] find,job [51] free,training [47] advance,career [47] partnered,openuniversity [47] training,tools [47] help,find [47] offer,free [47] dwp,partnered [47] tools,help [47] job,advance Top Word Pairs in Tweet in G10:
[21] phone,wallet [21] headphones,clear [21] without,phone [21] live,without [21] comfort,wireless [21] wallet,keys [21] things,live [21] keys,headphones [21] capability,essential [21] clear,sound 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 G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
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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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: