The graph represents a network of 1,148 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 15 February 2022 at 01:02 UTC.
The requested start date was Monday, 14 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 13-hour, 28-minute period from Monday, 31 January 2022 at 07:10 UTC to Sunday, 13 February 2022 at 20:38 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1148
Unique Edges : 788
Edges With Duplicates : 1709
Total Edges : 2497
Number of Edge Types : 5
Mentions : 487
Tweet : 550
Retweet : 616
MentionsInRetweet : 820
Replies to : 24
Self-Loops : 563
Reciprocated Vertex Pair Ratio : 0.0522813688212928
Reciprocated Edge Ratio : 0.0993676603432701
Connected Components : 339
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 348
Maximum Edges in a Connected Component : 1227
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.388416
Graph Density : 0.000840702453605679
Modularity : 0.459078
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,148 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 15 February 2022 at 01:02 UTC.
The requested start date was Monday, 14 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 13-hour, 28-minute period from Monday, 31 January 2022 at 07:10 UTC to Sunday, 13 February 2022 at 20:38 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[75] digital,learning [72] àª,ઠ[69] few,days [65] days,left [65] left,call [65] call,proposals [65] proposals,due [65] due,feb [65] feb,15 [65] 15,#otessa22 Top Word Pairs in Tweet in G1:
[15] #education,#digitallearning [12] misan,harriman [12] harriman,joined [12] joined,students [12] students,teachers [12] teachers,dublin [12] dublin,see [12] see,#connectededucation [12] #connectededucation,helped [12] helped,keep Top Word Pairs in Tweet in G2:
[54] few,days [54] days,left [54] left,call [54] call,proposals [54] proposals,due [54] due,feb [54] feb,15 [54] 15,#otessa22 [54] #otessa22,visit [54] visit,excited Top Word Pairs in Tweet in G3:
[20] #digitallearning,#personalizedlearning [19] #professionallearning,#scholarcentered [18] #personalizedlearning,#professionallearning [16] #dlac22,#digitallearning [16] thedlcedu,#dlac22 [16] looking,forward [15] #scholarcentered,#scholarsfirst [15] forward,thedlcedu [13] #scholarsfirst,#virtuallearning [12] #compassexperience,#dlac22 Top Word Pairs in Tweet in G4:
[10] digital,learning [8] #equity,#digitallearning [8] #mondaymotivation,#digitallearning [7] learn,ensure [7] ensure,#digitallearning [7] #digitallearning,resources [7] resources,work [7] work,#diverse [7] #diverse,students [7] students,#inclusive Top Word Pairs in Tweet in G5:
[20] #programming,#thetechdestiny [19] #thetechdestiny,#thetechdestinylife [19] #thetechdestinylife,#theechdestiny [17] #theechdestiny,#datascience [16] #elearning,#digitallearning [16] #datascience,#backend [11] #digitallearning,#webdesign [10] #education,#elearning [8] hiring,perks [8] perks,internship Top Word Pairs in Tweet in G6:
[26] unbbcom,report [26] report,#digitallearning [22] policy,framework [21] #digitallearning,advocates [21] advocates,novel [21] novel,#ict [21] #ict,#education [21] #education,policy [21] framework,allows [12] itubdtdirector,unbbcom Top Word Pairs in Tweet in G7:
[11] #education,#digitallearning [8] misan,harriman [8] harriman,joined [8] joined,students [8] students,teachers [8] teachers,dublin [8] dublin,see [8] see,#connectededucation [8] #connectededucation,helped [8] helped,keep Top Word Pairs in Tweet in G8:
[3] impact,#covid19 [2] #learninganddevelopment,#digitallearning [2] download,copy [2] white,paper [2] fosway,group [2] group,researched [2] researched,impact [2] #covid19,having [2] having,learning [2] learning,development Top Word Pairs in Tweet in G9:
[3] recommendations,prioritising [3] prioritising,#learning [3] #learning,during [3] during,#covid19 [3] #covid19,global [3] global,#education [3] #education,evidence [3] evidence,advisory [3] advisory,panel [3] much,cost Top Word Pairs in Tweet in G10:
[14] come,meet [14] meet,team [14] team,next [14] next,wednesday [14] wednesday,9th [14] 9th,february [14] february,2pm [14] 2pm,ms [14] ms,teams [14] teams,hear Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G9:
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: