The graph represents a network of 468 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, 07 January 2020 at 01:46 UTC.
The requested start date was Tuesday, 07 January 2020 at 01:01 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, 10-hour, 28-minute period from Tuesday, 24 December 2019 at 02:06 UTC to Monday, 06 January 2020 at 12:34 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 : 468
Unique Edges : 445
Edges With Duplicates : 518
Total Edges : 963
Number of Edge Types : 4
Mentions : 162
MentionsInRetweet : 341
Tweet : 456
Replies to : 4
Self-Loops : 456
Reciprocated Vertex Pair Ratio : 0.0223325062034739
Reciprocated Edge Ratio : 0.0436893203883495
Connected Components : 143
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 153
Maximum Edges in a Connected Component : 386
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.07209
Graph Density : 0.00188510038617105
Modularity : 0.45313
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 468 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, 07 January 2020 at 01:46 UTC.
The requested start date was Tuesday, 07 January 2020 at 01:01 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, 10-hour, 28-minute period from Tuesday, 24 December 2019 at 02:06 UTC to Monday, 06 January 2020 at 12:34 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:
[137] iam,platform [137] platform,curated [135] curated,tweet [130] #digitallearning,#education [129] #continuingeducation,#digitallearning [129] #education,#edutech [127] #edutech,#highereducation [59] digital,learning [55] #highereducation,#learning [52] #elearning,#digitallearning Top Word Pairs in Tweet in G1:
[32] #elearning,#mlearning [24] big,data [15] #tech,#technology [14] #pedagogy,#pedagogie [14] #edtech,#edchat [14] data,mining [10] #digitallearning,#digitaltransformation [10] artificial,intelligence [9] #digitaltransformation,#digitallearning [8] #education,#edtech Top Word Pairs in Tweet in G2:
[6] next,#skillgym [6] #skillgym,webinar [6] #leadership,#leadershipdevelopment [6] #leadershipdevelopment,#softskills [6] #softskills,#digitallearning [6] #digitallearning,#learninganddevelopment [5] #elearning,#digitallearning [5] #rh,#digitallearning [5] happy,year [5] digital,learning Top Word Pairs in Tweet in G3:
[26] follow,please [26] please,connect [26] connect,youtube [25] youtube,subscribe [20] badge,join [20] join,global [20] global,edtech4future [20] edtech4future,digital [20] digital,learning [20] learning,movement Top Word Pairs in Tweet in G4:
[10] connaissez,#gamestorming [10] #gamestorming,cette [10] cette,technique [10] jeu,remue [9] digiforma,connaissez [9] technique,dâ [9] dâ,animation [9] animation,mãªle [9] mãªle,jeu [9] remue,mã Top Word Pairs in Tweet in G5:
[7] #digitallearning,surveillance [7] surveillance,suspicion [7] suspicion,hadnâ [7] hadnâ,influenced [7] influenced,design [7] design,rajiv [7] rajiv,jhangiani [6] olctoday,#digitallearning [6] jhangiani,thatpsychpâ [4] instead,buying Top Word Pairs in Tweet in G6:
[17] #digitallearning,#onlinelearning [15] #onlinelearning,#blendedlearning [8] #dlac2020,austin [8] feb,24 [8] 24,26 [8] 26,join [8] join,more [8] more,700 [8] 700,educators [7] excited,present Top Word Pairs in Tweet in G7:
[9] digital,learning [5] process,design [5] design,better [5] better,digital [5] learning,elearnindustry [5] elearnindustry,#digitallearning [4] #digitallearning,#design [4] #design,#elearning [3] playbook,looopco [3] looopco,makes Top Word Pairs in Tweet in G8:
[2] misses,gamification_eu [2] gamification_eu,loved [2] loved,getting [2] getting,chance [2] chance,meet [2] meet,wonderful [2] wonderful,judges [2] judges,few Top Word Pairs in Tweet in G9:
[9] cyber,range [9] range,virtual [9] virtual,environment [9] environment,used [9] used,#cyberwarfare [9] #cyberwarfare,training [9] training,cybertech [9] cybertech,development [9] development,#elearning [8] prosunjoyi,cyber Top Word Pairs in Tweet in G10:
[6] learning,platform [5] meeting,#skills [5] #skills,needs [5] needs,future [5] future,requires [5] requires,modern [5] modern,learning [5] platform,supports [5] supports,action [5] action,based Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: