The graph represents a network of 4,295 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 February 2020 at 03:49 UTC.
The requested start date was Monday, 17 February 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 8-day, 17-hour, 58-minute period from Thursday, 06 February 2020 at 17:20 UTC to Saturday, 15 February 2020 at 11:18 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 : 4295
Unique Edges : 5171
Edges With Duplicates : 2282
Total Edges : 7453
Number of Edge Types : 4
Mentions : 1872
MentionsInRetweet : 3392
Tweet : 1844
Replies to : 345
Self-Loops : 1844
Reciprocated Vertex Pair Ratio : 0.0575410204540346
Reciprocated Edge Ratio : 0.108820403825717
Connected Components : 1257
Single-Vertex Connected Components : 657
Maximum Vertices in a Connected Component : 1353
Maximum Edges in a Connected Component : 3597
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.863302
Graph Density : 0.000255114074760082
Modularity : 0.630259
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,295 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 February 2020 at 03:49 UTC.
The requested start date was Monday, 17 February 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 8-day, 17-hour, 58-minute period from Thursday, 06 February 2020 at 17:20 UTC to Saturday, 15 February 2020 at 11:18 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 : gamification
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:
[113] #gamificación,gusta [76] anndylian,thanks [67] godfather,blockchain [67] blockchain,alexander [67] alexander,shulgin [58] #work,#workforce [55] see,more [55] #workforce,#futureofwork [52] blockchain,gamification [52] #futureofwork,#jobs Top Word Pairs in Tweet in G1:
[34] godfather,blockchain [34] blockchain,alexander [34] alexander,shulgin [34] bullish,blockchain [34] blockchain,gamification [31] shulgin,bullish [20] #,gamification [20] #education,#school [19] watch,support [19] support,schools Top Word Pairs in Tweet in G2:
[33] see,more [26] interested,#gamification [25] #gamification,#news [21] #gamification,mrmatera [21] mrmatera,wrote [21] wrote,manifesto [21] manifesto,truly [21] truly,master [21] master,class [21] class,effectively Top Word Pairs in Tweet in G3:
[41] #oowlon,secret [41] secret,sauce [41] sauce,implementing [41] implementing,#innovation [41] #innovation,project [41] project,#ai [41] #ai,#cloud [41] #cloud,#gamification [41] #gamification,haroldsinnott [40] jblefevre60,#oowlon Top Word Pairs in Tweet in G4:
[109] #gamificación,gusta [40] #professorgame,#podcast [36] johncfallon,goodgameedu [31] #gbl,#games4ed [30] ludigencia,#gamificación [29] gusta,gustavotondello [29] gusta,gamificationnat [28] paul,smith [21] smith,leadwithastory [21] #rt,robalvarezb Top Word Pairs in Tweet in G5:
[15] santiagoraul,gamification [13] gamification,education [12] education,active [12] active,methodologies [12] methodologies,higher [12] higher,education [12] education,#flresearch [7] #primarystemchat,#stem [7] #stem,#gamification [5] gamification,work Top Word Pairs in Tweet in G6:
[76] anndylian,thanks [42] thanks,time [42] time,bulletin [38] virtual,strategy [36] thanks,virtual [28] interview,alex [28] alex,found [28] found,#marketwatch [27] anndylian,interview [26] godfather,blockchain Top Word Pairs in Tweet in G7:
[13] #lt20uk,#elearning [12] #edtech,#hrtech [12] #lnd,#gamification [10] receive,weekly [9] practical,summaries [9] #learningdesign,#lnd [8] #gamification,#research [8] #elearning,#traininganddevelopment [8] #traininganddevelopment,#edtech [8] #hrtech,#employeeengagement Top Word Pairs in Tweet in G8:
[12] #edtech,#gamebasedlearning [12] ##,day [12] 02,2020 [8] #edtech,#education [8] #gamification,key [8] key,motivating [8] motivating,students [8] students,#breakingthecycleoflowtestscores [8] end,end [8] end,java Top Word Pairs in Tweet in G9:
[15] comprehensive,introduction [15] introduction,latest [15] latest,research [15] research,theory [15] theory,learning [15] learning,instruction [15] instruction,computer [15] computer,games [15] games,#gamification [14] mitpress,comprehensive Top Word Pairs in Tweet in G10:
[57] #work,#workforce [55] #workforce,#futureofwork [52] #futureofwork,#jobs [52] #jobs,#tech [52] #tech,#millennials [52] #millennials,#genz [51] #genz,#training [49] #training,#business [40] #business,#leadership [39] #games,#gamification Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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