The graph represents a network of 3,804 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, 11 September 2019 at 13:29 UTC.
The requested start date was Tuesday, 10 September 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 6-day, 16-hour, 54-minute period from Tuesday, 03 September 2019 at 07:04 UTC to Monday, 09 September 2019 at 23:58 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 : 3804
Unique Edges : 4660
Edges With Duplicates : 2404
Total Edges : 7064
Number of Edge Types : 3
Replies to : 281
Mentions : 4984
Tweet : 1799
Self-Loops : 1799
Reciprocated Vertex Pair Ratio : 0.0566658234252466
Reciprocated Edge Ratio : 0.107254010055063
Connected Components : 1097
Single-Vertex Connected Components : 662
Maximum Vertices in a Connected Component : 1641
Maximum Edges in a Connected Component : 4530
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.743521
Graph Density : 0.000288733809961863
Modularity : 0.565783
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[141] transform,company [136] gamification,transform [129] creative,thinking [121] thinking,workplace [117] company,cybersecurity [117] cybersecurity,culture [110] #gamificación,nos [110] nos,gusta [101] #gamicon2k19,#gamification [101] check,out Top Word Pairs in Tweet in G1:
[33] gamification,transform [33] transform,company [33] company,cybersecurity [33] cybersecurity,culture [26] creative,thinking [25] thinking,workplace [19] revolutionise,creative [15] check,out [15] watch,support [15] support,schools Top Word Pairs in Tweet in G2:
[57] 6th,annual [53] annual,#hrcoreacademy [51] #hrcoreacademy,#summit [42] #summit,#amsterdam [37] #talenttrends,#agilehr [37] #agilehr,#peopleanalytics [37] #peopleanalytics,#culturaldiversity [37] #culturaldiversity,#transformation [37] #transformation,#gamification [30] #gamification,#education Top Word Pairs in Tweet in G3:
[82] #gamicon2k19,#gamification [78] gamicon_us,#gamicon2k19 [71] days,gamicon_us [55] 10,days [30] throwdown,finalist [29] revisit,episode [23] #gbl,#games4ed [23] #rt,robalvarezb [20] gamicon_us,throwdown [20] game,based Top Word Pairs in Tweet in G4:
[78] transform,company [76] gamification,transform [55] company,cybersecurity [55] cybersecurity,culture [41] #cybersecurity,culture [31] culture,threatpost [29] 20,million [29] million,scheme [25] company,#cybersecurity [23] spoken,alot Top Word Pairs in Tweet in G5:
[99] #gamificación,nos [99] nos,gusta [68] gusta,gamificationnat [55] gamification,nation [51] nation,gamificationnat [50] ludigencia,#gamificación [46] gamificationnat,september [26] game,education [26] #gamification,gamification [24] #gamification,#gaming Top Word Pairs in Tweet in G6:
[16] #dev,#devclever [14] iquii,aw_lab [14] karalia101,#dev [13] l'apprentissage,par [13] par,jeu [13] jeu,stimulez [13] stimulez,votre [13] votre,esprit [13] esprit,d'équipe [13] d'équipe,grâce Top Word Pairs in Tweet in G7:
[15] sustainability,award [14] gamification,sustainability [8] gamification,hackathon [6] 'gamification',revolutionise [6] revolutionise,creative [6] creative,thinking [6] thinking,workplace [6] workplace,#gamification [6] #gamification,#innovation [6] https,t Top Word Pairs in Tweet in G8:
[25] #,#elearning [20] trends,2019 [19] gamification,trends [19] packed,tips [19] tips,ideas [19] ideas,use [19] #mlearning,#learning [19] #learning,#corporatetraining [18] 2019,packed [18] #corporatetraining,#talentdevelopment Top Word Pairs in Tweet in G9:
[16] creative,thinking [10] revolutionise,creative [9] 'gamification',revolutionise [9] thinking,workplace [8] applying,elements [8] elements,gaming [8] writes,academic [7] gaming,help [7] help,make [7] make,everyone Top Word Pairs in Tweet in G10:
[47] neue,sambzockt [47] sambzockt,show [47] show,gamification [47] gamification,habe [47] habe,mal [47] mal,aus [47] aus,meinen [47] meinen,erfahrungen [47] erfahrungen,gamification [47] gamification,gesprochen Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: