The graph represents a network of 3,652 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 Wednesday, 28 August 2019 at 13:29 UTC.
The requested start date was Tuesday, 27 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 7-day, 9-hour, 24-minute period from Monday, 19 August 2019 at 14:33 UTC to Monday, 26 August 2019 at 23:57 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 : 3652
Unique Edges : 4655
Edges With Duplicates : 2669
Total Edges : 7324
Number of Edge Types : 3
Mentions : 5175
Tweet : 1768
Replies to : 381
Self-Loops : 1768
Reciprocated Vertex Pair Ratio : 0.0563863692081392
Reciprocated Edge Ratio : 0.106753307031794
Connected Components : 920
Single-Vertex Connected Components : 548
Maximum Vertices in a Connected Component : 1783
Maximum Edges in a Connected Component : 5125
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.849976
Graph Density : 0.000323172123768098
Modularity : 0.540661
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[151] #edureading,#gamification [134] #gamificación,nos [134] nos,gusta [125] check,out [105] gt,gt [89] gt,#gamification [80] see,gamification [79] gusta,gamificationnat [78] ludigencia,#gamificación [75] studies,shown Top Word Pairs in Tweet in G1:
[16] watch,support [16] support,schools [16] schools,future [16] future,#education [16] #education,#school [16] #school,#reform [16] #reform,#future [16] #future,# [16] #,gamification [16] gamification,#mixed_reality Top Word Pairs in Tweet in G2:
[87] gt,gt [83] gt,#gamification [76] see,gamification [75] studies,shown [75] shown,employees [75] employees,thrive [75] thrive,organization [75] organization,thrives [75] thrives,see [75] gamification,nice Top Word Pairs in Tweet in G3:
[119] #gamificación,nos [119] nos,gusta [71] gusta,gamificationnat [63] ludigencia,#gamificación [54] #professorgame,#podcast [52] check,out [41] gamification,nation [34] nation,gamificationnat [32] #gamification,#learning [31] #rt,robalvarezb Top Word Pairs in Tweet in G4:
[111] #edureading,#gamification [15] mastermindquiz,ocpjet [11] grade,classroom [10] check,out [10] sardimperium,ocpalloneword2 [9] gamification,5th [9] 5th,grade [8] ocpalloneword2,mastermindquiz [8] meteaching,sardimperium [7] steven_kolber,mastermindquiz Top Word Pairs in Tweet in G5:
[15] #gamification,#edtech [14] #,#elearning [14] #instructionaldesign,#gamification [13] #mlearning,#learning [13] #learning,#corporatetraining [12] gamificación,aula [12] aula,ludificando [12] ludificando,espacios [12] espacios,enseñanza [12] enseñanza,aprendizaje Top Word Pairs in Tweet in G6:
[27] now,available [27] available,#openaccess [27] contribute,4th [27] 4th,#game [27] #game,#analysis [27] #analysis,workshop [27] workshop,november [27] november,14 [27] 14,15 [27] 15,delft Top Word Pairs in Tweet in G7:
[15] episode,1 [15] histology,urinary [15] urinary,system [14] test,understanding [14] understanding,anatomy [14] anatomy,histology [14] system,urine [14] urine,luck [14] drei,studentinnen [14] studentinnen,master Top Word Pairs in Tweet in G8:
[19] 12,templates [19] templates,teachers [19] teachers,students [19] students,#hyperdocs [19] #hyperdocs,newsletters [19] newsletters,daily [19] daily,check [19] check,#gamification [18] ditchthattxtbk,12 [18] #gamification,#edu Top Word Pairs in Tweet in G9:
[14] wo,#gamescom19 [14] #gamescom19,#gamification [14] #gamification,fern [14] fern,unserem [14] unserem,dossier [14] dossier,berichten [14] berichten,chancen [14] chancen,möglichkeiten [13] mkportalnrw,wo [12] #learningapps,#bloxels Top Word Pairs in Tweet in G10:
[51] emerging,technologies [51] #ai,#iot [51] #iot,#chatbots [51] #chatbots,#rpa [51] #rpa,#gamification [51] #gamification,changing [51] changing,#hr [51] #hr,function [49] technologies,#ai [49] function,staley_dan 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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