The graph represents a network of 3,894 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, 19 February 2019 at 14:20 UTC.
The requested start date was Tuesday, 19 February 2019 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 5-day, 13-hour, 14-minute period from Wednesday, 13 February 2019 at 06:19 UTC to Monday, 18 February 2019 at 19:34 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 : 3894
Unique Edges : 5139
Edges With Duplicates : 2422
Total Edges : 7561
Number of Edge Types : 3
Tweet : 2059
Mentions : 5109
Replies to : 393
Self-Loops : 2059
Reciprocated Vertex Pair Ratio : 0.0613272311212815
Reciprocated Edge Ratio : 0.115567054764985
Connected Components : 1186
Single-Vertex Connected Components : 835
Maximum Vertices in a Connected Component : 1723
Maximum Edges in a Connected Component : 4564
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.011951
Graph Density : 0.000305949954819939
Modularity : 0.581732
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[205] gamificación,nos [205] nos,gusta [131] check,out [127] gusta,gamificationnat [107] gamification,nation [97] nation,gamificationnat [90] gamificationnat,february [75] well,gamification [73] data,gamification [71] thanks,connecting Top Word Pairs in Tweet in G1:
[15] t,co [13] check,out [12] https,t [10] gamification,market [9] e,learning [8] digital,gamification [7] use,gamification [7] learning,gamification [6] game,based [6] based,learning Top Word Pairs in Tweet in G2:
[29] data,gamification [28] well,gamification [27] thanks,4 [27] 4,connecting [27] connecting,hope [27] hope,enjoy [27] enjoy,tweets [27] tweets,data [26] thanks,connecting [26] connecting,connect Top Word Pairs in Tweet in G3:
[45] thanks,connecting [45] connecting,connect [45] connect,linkedin [44] linkedin,gamification [43] thanks,4 [43] 4,connecting [43] connecting,hope [43] hope,enjoy [43] enjoy,tweets [43] tweets,data Top Word Pairs in Tweet in G4:
[22] read,more [20] today,proud [20] proud,introduce [20] introduce,storiumedu [20] storiumedu,online [20] online,game [20] game,turns [20] turns,students [20] students,motivated [20] motivated,writers Top Word Pairs in Tweet in G5:
[189] gamificación,nos [189] nos,gusta [121] gusta,gamificationnat [103] gamification,nation [95] nation,gamificationnat [88] gamificationnat,february [49] ludigencia,gamificación [37] february,14 [37] 14,2019 [36] february,13 Top Word Pairs in Tweet in G6:
[29] gamification,healthcare [29] healthcare,emergence [29] emergence,digital [29] digital,practitioner [28] relevant,play [28] play,important [28] important,digitalliteracy [28] digitalliteracy,fintech [28] fintech,insurtech [28] insurtech,gamification Top Word Pairs in Tweet in G7:
[12] session,develop [12] develop,gamification [12] gamification,platform [12] platform,address [12] address,social [12] social,norms [12] norms,stereotypes [12] stereotypes,promote [12] promote,gender [12] gender,equality Top Word Pairs in Tweet in G8:
[23] ethics,games [23] games,talos [23] talos,principle [23] principle,sherry [23] sherry,jones [23] jones,autnes [23] autnes,philosophy [23] philosophy,gamification [23] gamification,game [19] tech,tic Top Word Pairs in Tweet in G9:
[29] gamification,workshop [29] workshop,dondavidruiz [29] dondavidruiz,graphicfacilitation [28] agoraabierta,gamification [27] graphicfacilitation,visualthinking [22] visualthinking,innovabilingue19_cylmadrid [7] así,luce [7] luce,tablero [7] tablero,clase [7] clase,5º Top Word Pairs in Tweet in G10:
[8] using,gamification [6] read,more [6] psychology,behind [6] behind,using [6] gamification,channel [6] channel,success [5] re,packaging [5] packaging,empathytraining [5] empathytraining,video [5] video,game 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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