The graph represents a network of 3,546 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 Tuesday, 23 April 2019 at 13:17 UTC.
The requested start date was Tuesday, 23 April 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, 3-hour, 14-minute period from Monday, 15 April 2019 at 20:41 UTC to Monday, 22 April 2019 at 23:55 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 : 3546
Unique Edges : 4349
Edges With Duplicates : 2564
Total Edges : 6913
Number of Edge Types : 3
Replies to : 222
Mentions : 4506
Tweet : 2185
Self-Loops : 2185
Reciprocated Vertex Pair Ratio : 0.0535172413793103
Reciprocated Edge Ratio : 0.101597276774025
Connected Components : 1158
Single-Vertex Connected Components : 763
Maximum Vertices in a Connected Component : 1540
Maximum Edges in a Connected Component : 4585
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.819968
Graph Density : 0.000303804839398691
Modularity : 0.531323
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[166] nos,gusta [163] #gamificación,nos [98] gusta,gamificationnat [94] ludigencia,#gamificación [80] see,more [73] gamification,nation [70] check,out [65] gamification,marketing [65] 'tacet,fine' [65] fine',#dataviz Top Word Pairs in Tweet in G1:
[17] gamification,marketing [17] #,gamification [16] watch,support [16] support,schools [16] schools,future [16] future,#education [16] #education,#school [16] #school,#reform [16] #reform,#future [16] #future,# Top Word Pairs in Tweet in G2:
[29] gamification,marketing [28] #gamification,#marketing [28] real,life [24] read,more [24] discover,#gamification [24] life,examples [23] reasons,gamification [23] gamification,works [23] works,discover [23] #marketing,benefits Top Word Pairs in Tweet in G3:
[31] #gbl,#games4ed [28] table,ronde [22] #gamification,#p2p [20] zsolt,olah [20] #gamification,#gamificationdesign [19] #gamification,#gbl [18] #professorgame,#podcast [18] deuxième,table [17] check,out [17] find,out Top Word Pairs in Tweet in G4:
[33] #qrbreakin,game [33] game,changing [33] changing,approach [33] approach,old [33] old,school [33] school,centers [33] centers,guest [33] guest,post [33] post,meehanedu [33] meehanedu,includes Top Word Pairs in Tweet in G5:
[139] nos,gusta [137] #gamificación,nos [78] gusta,gamificationnat [68] ludigencia,#gamificación [59] gamification,nation [52] nation,gamificationnat [46] gamificationnat,april [43] gusta,crmgamification [43] crmgamification,top [43] top,story Top Word Pairs in Tweet in G6:
[10] gamification,improve [5] formation,sur [5] sur,#jeuserieux [5] #jeuserieux,#sciences [5] #sciences,dans [5] dans,acversailles [5] acversailles,après [5] après,l'#escapegame [5] l'#escapegame,et [5] et,découverte Top Word Pairs in Tweet in G7:
[20] free,gamification [20] gamification,resource [20] resource,anyone [20] anyone,interested [20] interested,licenced [20] licenced,under [20] under,creative [20] creative,commons [20] commons,attribution [19] glynnmark,free Top Word Pairs in Tweet in G8:
[8] #2ndchat,week [8] week,hope [8] hope,join [8] join,talk [8] talk,creating [8] creating,sidequests [8] sidequests,boss [8] boss,battles [8] battles,card [8] card,items Top Word Pairs in Tweet in G9:
[4] romanrackwitz,blanzclaus [4] blanzclaus,classcraftgame [4] zieht,euch [4] euch,ersten [4] ersten,2 [4] 2,minuten [4] minuten,rein [4] rein,ihr [4] ihr,seht [4] seht,genau Top Word Pairs in Tweet in G10:
[26] self,guided [26] guided,progressions [26] progressions,help [26] help,ss [26] ss,autonomy [26] autonomy,mastery [26] mastery,purpose [26] purpose,light [26] light,form [26] form,#gamification Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: