The graph represents a network of 959 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 Monday, 09 May 2022 at 01:16 UTC.
The requested start date was Monday, 09 May 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, 0-hour, 57-minute period from Monday, 25 April 2022 at 05:25 UTC to Sunday, 08 May 2022 at 06:22 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 : 959
Unique Edges : 617
Edges With Duplicates : 1581
Total Edges : 2198
Number of Edge Types : 5
Retweet : 571
MentionsInRetweet : 726
Tweet : 483
Mentions : 406
Replies to : 12
Self-Loops : 490
Reciprocated Vertex Pair Ratio : 0.0787671232876712
Reciprocated Edge Ratio : 0.146031746031746
Connected Components : 255
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 213
Maximum Edges in a Connected Component : 714
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.113396
Graph Density : 0.00102860277646557
Modularity : 0.440072
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 959 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 Monday, 09 May 2022 at 01:16 UTC.
The requested start date was Monday, 09 May 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, 0-hour, 57-minute period from Monday, 25 April 2022 at 05:25 UTC to Sunday, 08 May 2022 at 06:22 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:
[66] digital,learning [37] 18,19 [37] #edtech,#digitallearning [36] implementation,research [36] learning,technologies [34] research,specialist [34] specialist,#digitallearning [34] 19,mai [29] learn,more [29] salon,learntechfr Top Word Pairs in Tweet in G1:
[16] digital,learning [12] information,panel [12] panel,coming [12] coming,soon [12] soon,know [12] know,ve [12] ve,waiting [12] waiting,#nft [12] #nft,#crypto [12] #crypto,#digitallearning Top Word Pairs in Tweet in G2:
[23] #edtech,#digitallearning [16] #onlinelearning,#distancelearning [14] #distancelearning,#digitallearning [13] parent,exchange [13] teacher,appreciation [13] appreciation,week [11] thank,teachers [9] #digitallearning,#education [9] parents4support,thank [8] policy,parent Top Word Pairs in Tweet in G3:
[22] learning,technologies [9] digital,learning [8] next,week [8] technologies,2022 [7] excel,london [7] #elearning,#digitallearning [6] free,exhibition [5] #digitallearning,#instructionaldesign [5] next,free [5] free,webinar Top Word Pairs in Tweet in G4:
[36] implementation,research [34] research,specialist [34] specialist,#digitallearning [19] #jobalert,implementation [19] #digitallearning,produce [19] produce,policy [19] policy,relevant [19] relevant,research [19] research,support [17] unicefinnocenti,#jobalert Top Word Pairs in Tweet in G5:
[33] 18,19 [31] 19,mai [29] salon,learntechfr [21] learntechfr,18 [11] retrouvez,salon [11] mai,prochains [10] rdv,stand [9] #ltfrance,#digitallearning [9] prochains,rdv [9] stand,c40 Top Word Pairs in Tweet in G6:
[20] here's,prime [20] prime,example [20] example,states [20] states,leverage [20] leverage,#digitallearning [20] #digitallearning,platforms [20] platforms,help [20] help,#seniors [20] #seniors,gain [20] gain,skills Top Word Pairs in Tweet in G7:
[14] #programming,#thetechdestiny [14] #thetechdestiny,#thetechdestinylife [14] #thetechdestinylife,#theechdestiny [14] #theechdestiny,#datascience [14] #datascience,#backend [11] #elearning,#digitallearning [9] #education,#elearning [8] #backend,#education [7] tata,classedge [7] #digitallearning,#webdesign Top Word Pairs in Tweet in G8:
[15] teaching,staff [15] help,students [15] students,build [15] build,digital [15] digital,skills [15] skills,#brightspace [13] ucddublin,teaching [13] staff,board [13] board,help [10] #brightspace,module Top Word Pairs in Tweet in G9:
[13] updating,bloom [13] bloom,taxonomy [13] taxonomy,digital [13] digital,learning [13] learning,#edchat [13] #edchat,#teaching [13] #teaching,#schools [13] #schools,#education [11] #education,#teaching [8] techlearning,updating Top Word Pairs in Tweet in G10:
[25] today's,interview [25] interview,press [25] press,mr [25] mr,abdul [25] abdul,gave [25] gave,reasons [25] reasons,created [25] created,tesea [25] tesea,app [25] app,mentioned Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G10:
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: