The graph represents a network of 3,030 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 1182-day, 7-hour, 42-minute period from Monday, 11 November 2019 at 12:25 UTC to Sunday, 05 February 2023 at 20:07 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 : 3030
Unique Edges : 2189
Edges With Duplicates : 6370
Total Edges : 8559
Number of Edge Types : 8
Retweet : 1825
MentionsInRetweet : 2445
Tweet : 2296
Mentions : 1374
Replies to : 230
MentionsInReplyTo : 98
Quote : 129
MentionsInQuote : 162
Self-Loops : 2730
Reciprocated Vertex Pair Ratio : 0.0702054794520548
Reciprocated Edge Ratio : 0.1312
Connected Components : 784
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 783
Maximum Edges in a Connected Component : 3195
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.203344
Graph Density : 0.000340492946620512
Modularity : 0.38367
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,030 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 1182-day, 7-hour, 42-minute period from Monday, 11 November 2019 at 12:25 UTC to Sunday, 05 February 2023 at 20:07 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:
[317] digital,learning [141] #designing,#landingpage [140] #learn,aspect [140] landing,#learn [140] high,converting [140] converting,landing [140] aspect,#designing [140] creating,high [127] #elearning,#digitallearning [110] online,learning Top Word Pairs in Tweet in G1:
[57] digital,learning [51] visit,website [40] dudas,contáctanos [40] contáctanos,312 [38] #elearning,#digitallearning [32] learn,more [30] #digitallearning,#youtube [30] #illinois,#usa [30] #aurora,#illinois [30] #youtube,#onlinelecture Top Word Pairs in Tweet in G2:
[54] salon,leader [53] #ltfrance,2023 [50] leader,#digitallearning [47] #digitallearning,#ltfrance [45] porte,versailles [43] paris,porte [42] versailles,hall [38] savoir,plus [38] février,paris [37] hall,stand Top Word Pairs in Tweet in G3:
[10] computing,science [9] stop,motion [8] armadale,cluster [7] book,creator [7] code,club [7] code,along [6] digital,schools [6] afternoon,celebrating [6] being,one [6] 1st,scotland Top Word Pairs in Tweet in G4:
[16] #edtech,#digitallearning [15] #edtech,#education [12] #elearning,#mlearning [12] #onlinelearning,#digitallearning [12] #education,#elearning [11] #elearning,#learning [11] help,pick [11] online,program [11] edudataorg,guide2research [11] program,fgcu Top Word Pairs in Tweet in G5:
[52] #distancelearning,#digitallearning [50] #onlinelearning,#distancelearning [43] #digitallearning,#parenting [39] #parenting,#homeschooling [37] #education,#edtech [33] #notebook,#digitallearning [33] #edtech,#notebook [30] #digitallearning,#distancelearning [29] #digitallearning,#jebmeinclassroom [29] #onlinelearning,#digitallearning Top Word Pairs in Tweet in G6:
[30] digital,learning [25] #digitallearning,#onlinelearning [23] good,reads [22] 2022,digital [22] reads,2022 [22] 10,good [22] learning,#digitallearning [22] #onlinelearning,#highereducation [22] nidl,list [22] top,10 Top Word Pairs in Tweet in G7:
[14] one,#oeb22 [12] #digitallearning,#elearning [12] #elearning,#digitallearning [11] learn,more [10] oeb,2022 [9] oeb,curious [9] day,one [9] re,imagine [9] imagine,vision [9] #learning,#digitallearning Top Word Pairs in Tweet in G8:
[6] secondary,11 [5] #digitallearning,#digitalcitizenship [4] students,check [4] brain,break [4] sketch,blank [4] draw,sketch [4] 11,english [4] sheet,paper [4] check,draw [4] blank,sheet Top Word Pairs in Tweet in G9:
[15] vol,issue [14] two,issues [14] issues,dec [14] dec,2022 [14] come,see [14] see,full [14] alerts,come [14] 2022,article [14] issues,vol [14] published,two Top Word Pairs in Tweet in G10:
[65] find,job [47] free,training [43] advance,career [43] partnered,openuniversity [43] training,tools [43] help,find [43] offer,free [43] dwp,partnered [43] tools,help [43] job,advance Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: