The graph represents a network of 895 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, 05 August 2019 at 16:35 UTC.
The requested start date was Monday, 05 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 15-minute period from Monday, 22 July 2019 at 00:45 UTC to Monday, 05 August 2019 at 00:00 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 : 895
Unique Edges : 1105
Edges With Duplicates : 1109
Total Edges : 2214
Number of Edge Types : 3
Mentions : 1609
Tweet : 585
Replies to : 20
Self-Loops : 585
Reciprocated Vertex Pair Ratio : 0.0282331511839709
Reciprocated Edge Ratio : 0.0549158547387068
Connected Components : 162
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 527
Maximum Edges in a Connected Component : 1770
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.660717
Graph Density : 0.00141102070913477
Modularity : 0.461377
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[128] #elearning,#mlearning [108] digital,learning [69] #digitallearning,#onlinelearning [66] e,learning [64] eraser,vol [59] #onlinelearning,#digitallearning [57] vol,20 [57] 2019,irrodl [57] irrodl,international [57] international,review Top Word Pairs in Tweet in G1:
[24] eraser,vol [21] e,learning [18] digital,learning [17] vol,20 [17] 20,3 [17] 3,2019 [17] 2019,irrodl [17] irrodl,international [17] international,review [17] review,research Top Word Pairs in Tweet in G2:
[119] #elearning,#mlearning [54] #tic,#tech [52] #education,#edtech [50] #digitallearning,#onlinelearning [49] learning,#elearning [43] #education,#educación [42] capturing,data [42] data,improve [42] improve,elearning [42] elearning,experience Top Word Pairs in Tweet in G3:
[15] digital,learning [6] learning,environments [6] #digitallearning,#digitaleducation [6] webinar,series [6] august,19 [6] 19,23 [5] future,education [5] education,digital [5] digital,many [5] many,networks Top Word Pairs in Tweet in G4:
[21] #rh,#drh [16] gt,par [13] #formpro,#rh [11] #formation,#rh [10] #digitallearning,#formation [10] #formation,#formpro [10] #formpro,#formation [9] digital,learning [8] #digitallearning,#sociallearning [7] #mobilelearning,#formpro Top Word Pairs in Tweet in G5:
[33] love,orclcitizenship [33] orclcitizenship,supported [33] supported,#smartclassrooms [33] #smartclassrooms,much [33] much,allow [33] allow,students [33] students,see [33] see,audio [33] audio,visual [32] kissfoundation,love Top Word Pairs in Tweet in G6:
[15] digital,learning [12] resource,packed [12] packed,guide [12] guide,digital [12] learning,connect [12] connect,youth [12] youth,opportunity [12] opportunity,ucirvine [9] #internet,#jargon [9] #jargon,busters Top Word Pairs in Tweet in G7:
[17] school,calendar [17] calendar,2019 [17] 2019,2020 [17] 2020,details [17] details,big [17] big,events [17] events,important [17] important,dates [17] dates,#edchatie [16] scoilnetpprim,school Top Word Pairs in Tweet in G8:
[13] #digitallearning,#onlinelearning [11] #onlinelearning,#blendedlearning [9] blended,learning [6] #digitallearning,initiatives [6] state,#digitallearning [5] il,reinstates [5] reinstates,five [5] five,hours [5] hours,per [5] per,day Top Word Pairs in Tweet in G9:
[4] #edtech,#stemeducation [4] #stemeducation,#digitaltransformation [4] #digitaltransformation,#mixedreality [4] #mixedreality,stemceo's [4] stemceo's,opinion [4] opinion,piece [4] piece,siliconrepublic [4] drphd2k7,#edtech [2] inside,#vr [2] #vr,#ar Top Word Pairs in Tweet in G10:
[10] digital,learning [4] youth,centered [4] lesson,learned [4] learned,need [4] need,find [4] find,creative [4] creative,ways [4] ways,more [4] more,directly [4] directly,include Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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