The graph represents a network of 906 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, 02 May 2022 at 01:16 UTC.
The requested start date was Monday, 02 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 12-day, 16-hour, 21-minute period from Monday, 18 April 2022 at 05:15 UTC to Saturday, 30 April 2022 at 21:37 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 : 906
Unique Edges : 619
Edges With Duplicates : 1419
Total Edges : 2038
Number of Edge Types : 5
Retweet : 503
MentionsInRetweet : 687
Mentions : 360
Tweet : 477
Replies to : 11
Self-Loops : 490
Reciprocated Vertex Pair Ratio : 0.0659722222222222
Reciprocated Edge Ratio : 0.123778501628664
Connected Components : 255
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 139
Maximum Edges in a Connected Component : 502
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.056488
Graph Density : 0.00112326662032125
Modularity : 0.464034
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 906 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, 02 May 2022 at 01:16 UTC.
The requested start date was Monday, 02 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 12-day, 16-hour, 21-minute period from Monday, 18 April 2022 at 05:15 UTC to Saturday, 30 April 2022 at 21:37 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:
[86] digital,learning [45] #edtech,#digitallearning [33] implementation,research [30] specialist,#digitallearning [30] learn,more [29] research,specialist [26] #jobalert,implementation [26] #digitallearning,produce [26] produce,policy [26] policy,relevant Top Word Pairs in Tweet in G1:
[19] digital,learning [12] more,information [12] information,panel [12] panel,coming [12] coming,soon [12] soon,know [12] know,ve [12] ve,waiting [12] waiting,#nft [12] #nft,#crypto Top Word Pairs in Tweet in G2:
[30] #edtech,#digitallearning [15] #digitallearning,#students [14] #students,#k12education [11] cospaces,edu [11] parent,exchange [9] discover,spike_ho [9] spike_ho,terrycheng219 [9] terrycheng219,cospaces [9] edu,ambassadors [9] ambassadors,hong Top Word Pairs in Tweet in G3:
[33] implementation,research [29] research,specialist [29] specialist,#digitallearning [26] #jobalert,implementation [26] #digitallearning,produce [26] produce,policy [26] policy,relevant [26] relevant,research [26] research,support [22] unicefinnocenti,#jobalert Top Word Pairs in Tweet in G4:
[18] updating,bloom [18] bloom,taxonomy [18] taxonomy,digital [18] digital,learning [18] learning,#edchat [18] #edchat,#teaching [18] #teaching,#schools [18] #schools,#education [18] #education,#teaching [14] techlearning,updating Top Word Pairs in Tweet in G5:
[18] #hbcu,#digitallearning [16] #digitallearning,infrastructure [14] day,#hbcu [11] digital,learning [11] infrastructure,convening [9] #hbcu,digital [6] student,voice [6] voice,matters [6] matters,invaluable [6] invaluable,hear Top Word Pairs in Tweet in G6:
[16] here's,prime [16] prime,example [16] example,states [16] states,leverage [16] leverage,#digitallearning [16] #digitallearning,platforms [16] platforms,help [16] help,#seniors [16] #seniors,gain [16] gain,skills Top Word Pairs in Tweet in G7:
[12] learning,technologies [8] #elearning,#digitallearning [8] next,week [8] excel,london [8] pop,stand [8] stand,c58 [7] #learningtechnologies,#elearning [6] #learninganddevelopment,#digitallearning [5] countdown,days [5] days,until Top Word Pairs in Tweet in G8:
[4] #gcisdigital,#edtech [4] #edtech,#digitallearning [4] missdepted,prioritizing [4] prioritizing,#studentlearning [4] #studentlearning,#studentsafety [4] #studentsafety,#schoolsafety [4] #schoolsafety,#digitallearning [3] eschoolnews,missdepted [2] look,discoveryed [2] discoveryed,resources Top Word Pairs in Tweet in G9:
[22] 18,19 [22] 19,mai [15] salon,learntechfr [10] learntechfr,18 [7] mai,2022 [6] inscription,gratuite [6] #formation,#digitallearning [5] gratuite,#ltfrance [4] tips,n' [4] n',learn Top Word Pairs in Tweet in G10:
[15] #programming,#thetechdestiny [15] #thetechdestiny,#thetechdestinylife [15] #thetechdestinylife,#theechdestiny [15] #theechdestiny,#datascience [15] #datascience,#backend [10] #backend,#edtech [8] #edtech,#education [6] #education,#e [6] #html,lovers [6] lovers,#programming Top Replied-To in Entire Graph:
Top Replied-To in G7:
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: