The graph represents a network of 1,129 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, 22 February 2022 at 01:02 UTC.
The requested start date was Monday, 21 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, 51-minute period from Monday, 07 February 2022 at 07:30 UTC to Sunday, 20 February 2022 at 21:21 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 : 1129
Unique Edges : 824
Edges With Duplicates : 1759
Total Edges : 2583
Number of Edge Types : 5
Retweet : 633
MentionsInRetweet : 874
Mentions : 518
Tweet : 531
Replies to : 27
Self-Loops : 550
Reciprocated Vertex Pair Ratio : 0.0454959053685168
Reciprocated Edge Ratio : 0.0870322019147084
Connected Components : 314
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 314
Maximum Edges in a Connected Component : 1231
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.171446
Graph Density : 0.000902229425399996
Modularity : 0.460745
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,129 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, 22 February 2022 at 01:02 UTC.
The requested start date was Monday, 21 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, 51-minute period from Monday, 07 February 2022 at 07:30 UTC to Sunday, 20 February 2022 at 21:21 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:
[85] digital,learning [68] few,days [65] days,left [65] left,call [65] call,proposals [65] proposals,due [65] due,feb [65] feb,15 [65] 15,#otessa22 [65] #otessa22,visit Top Word Pairs in Tweet in G1:
[18] digital,learning [11] #elearning,#digitallearning [10] demand,skills [10] skills,demand [10] demand,courses [10] courses,online [10] online,professional [10] professional,courses [10] courses,led [10] led,world Top Word Pairs in Tweet in G2:
[11] otessa_org,few [11] few,days [11] days,left [11] left,call [11] call,proposals [11] proposals,due [11] due,feb [11] feb,15 [11] 15,#otessa22 [11] #otessa22,visit Top Word Pairs in Tweet in G3:
[21] looking,forward [15] online,learning [15] #dlac22,#digitallearning [15] forward,thedlcedu [14] #distancelearning,#digitallearning [13] #digitallearning,#personalizedlearning [13] #professionallearning,#scholarcentered [12] digital,learning [12] #compassexperience,#dlac22 [12] #personalizedlearning,#professionallearning Top Word Pairs in Tweet in G4:
[11] know,#learning [11] #learning,#assessment [11] #assessment,products [11] products,available [11] available,cloud [11] cloud,12 [11] 12,government [11] government,framework [10] framework,#cloud [10] #cloud,based Top Word Pairs in Tweet in G5:
[50] few,days [50] days,left [50] left,call [50] call,proposals [50] proposals,due [50] due,feb [50] feb,15 [50] 15,#otessa22 [50] #otessa22,visit [50] visit,excited Top Word Pairs in Tweet in G6:
[23] unbbcom,report [23] report,#digitallearning [14] policy,framework [13] #digitallearning,advocates [13] advocates,novel [13] novel,#ict [13] #ict,#education [13] #education,policy [13] framework,allows [11] allows,learne Top Word Pairs in Tweet in G7:
[10] join,novuschange [10] novuschange,thurs [10] thurs,17 [10] 17,feb [10] feb,9pm [10] 9pm,#ukfechat [10] #ukfechat,ty [10] ty,realtimeedu [10] realtimeedu,chairing [10] chairing,discussions Top Word Pairs in Tweet in G8:
[5] impact,#covid19 [3] digital,learning [3] fosway,group [3] group,researched [3] researched,impact [3] #covid19,having [3] having,learning [3] learning,development [3] development,yes [3] yes,move Top Word Pairs in Tweet in G9:
[9] access,free [8] ready,learn [8] learn,something [8] something,access [8] free,training [8] training,google [8] google,digital [8] digital,garage [8] garage,designed [8] designed,help Top Word Pairs in Tweet in G10:
[14] grade,10 [14] 10,charge [14] charge,ms [14] ms,sony [14] sony,priyadarshini [14] priyadarshini,opens [14] opens,normal [14] normal,learning [14] learning,impacted [14] impacted,everyone Top Replied-To in Entire Graph:
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Top Replied-To in G4:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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