The graph represents a network of 892 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, 12 April 2022 at 00:02 UTC.
The requested start date was Monday, 11 April 2022 at 00:01 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, 21-hour, 23-minute period from Monday, 28 March 2022 at 01:36 UTC to Sunday, 10 April 2022 at 23:00 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 : 892
Unique Edges : 542
Edges With Duplicates : 1364
Total Edges : 1906
Number of Edge Types : 5
Retweet : 435
MentionsInRetweet : 558
Mentions : 323
Tweet : 574
Replies to : 16
Self-Loops : 581
Reciprocated Vertex Pair Ratio : 0.0614525139664804
Reciprocated Edge Ratio : 0.115789473684211
Connected Components : 306
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 162
Maximum Edges in a Connected Component : 516
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.393568
Graph Density : 0.000956249087788699
Modularity : 0.434521
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 892 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, 12 April 2022 at 00:02 UTC.
The requested start date was Monday, 11 April 2022 at 00:01 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, 21-hour, 23-minute period from Monday, 28 March 2022 at 01:36 UTC to Sunday, 10 April 2022 at 23:00 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:
[105] #edtech,#digitallearning [82] oral,roberts [82] roberts,university [80] learn,extreme [72] digital,learning [56] #frances,#francais [55] #fle,#frances [49] #learnfrench,#digitallearning [47] réponse,commentaires [42] leveraging,technology Top Word Pairs in Tweet in G1:
[77] #edtech,#digitallearning [76] oral,roberts [76] roberts,university [76] learn,extreme [39] classroom,stadium [39] stadium,oral [39] university,wanted [39] wanted,give [39] give,students [39] students,seamless Top Word Pairs in Tweet in G2:
[22] î,î [16] #edtech,#digitallearning [14] #cscareers,#digitallearning [13] #digitallearning,#educators [13] #teachers,#edtech [12] #educators,#teachers [10] #elearning,#edtech [8] #cseducation,#computerscienceeducation [8] #computerscienceeducation,#cscareers [7] #digitallearning,#students Top Word Pairs in Tweet in G3:
[21] reminder,early [21] early,bird [21] bird,registration [21] registration,deadline [21] deadline,tomorrow [21] tomorrow,march [21] march,31 [21] 31,visit [21] visit,see [21] see,amazing Top Word Pairs in Tweet in G4:
[22] digital,learning [18] 2022,fosway [15] fosway,grid [8] grid,digital [7] david,perring [6] learning,shift [6] shift,realities [6] realities,market [6] market,analysts [6] analysts,david Top Word Pairs in Tweet in G5:
[12] #distancelearning,#digitallearning [9] #onlinelearning,#digitallearning [8] #onlinelearning,#distancelearning [6] #lakewooduniversity,#learning [6] #learning,#education [5] 10,computer [5] computer,keyboard [5] keyboard,shortcuts [5] shortcuts,tips [5] tips,kids Top Word Pairs in Tweet in G6:
[17] register,#digitallearning [10] find,more [10] jobcentre,plus [10] plus,teamed [10] teamed,microsoftuk [10] microsoftuk,offer [10] offer,online [10] online,workshops [10] workshops,jobseekers [10] jobseekers,courses Top Word Pairs in Tweet in G7:
[2] accessibility,tasks [2] tasks,immersive [2] immersive,classroom [2] classroom,loved [2] loved,digilearnscot [2] digilearnscot,session [2] session,bookcreatorapp [2] bookcreatorapp,adapted [2] adapted,digital [2] #bts,news Top Word Pairs in Tweet in G8:
[13] course,design [10] online,course [9] #wednesdaywisdom,#digitallearning [5] #mondaymotivation,#digitallearning [5] #thursdaythoughts,#digitallearning [4] call,#student [4] #student,proposals [4] proposals,best [4] best,#collegeinstructors [4] #collegeinstructors,tell Top Word Pairs in Tweet in G9:
[5] sobriété,pédagogique [4] demain,matin [3] blog,didask [3] matin,parlerai [3] parlerai,lms [3] lms,sobriété [3] pédagogique,d'enjeux [3] d'enjeux,cognitifs [3] cognitifs,grand [3] grand,débat Top Word Pairs in Tweet in G10:
[8] thibautvanssay,#digitallearning [6] #digitallearning,ravi [6] ravi,avoir [6] avoir,inauguré [6] inauguré,nvelle [6] nvelle,chaîne [6] chaîne,adn [6] adn,tv [6] tv,disponible [6] disponible,interne Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: