The graph represents a network of 3,603 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, 02 January 2019 at 14:08 UTC.
The requested start date was Tuesday, 01 January 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 11-day, 1-hour, 44-minute period from Thursday, 20 December 2018 at 23:16 UTC to Tuesday, 01 January 2019 at 01:00 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 : 3603
Unique Edges : 4153
Edges With Duplicates : 2426
Total Edges : 6579
Number of Edge Types : 3
Tweet : 2132
Mentions : 4171
Replies to : 276
Self-Loops : 2132
Reciprocated Vertex Pair Ratio : 0.0448642266824085
Reciprocated Edge Ratio : 0.0858757062146893
Connected Components : 1174
Single-Vertex Connected Components : 902
Maximum Vertices in a Connected Component : 1634
Maximum Edges in a Connected Component : 4184
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.014964
Graph Density : 0.000272769175788638
Modularity : 0.5358
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[153] use,gamification [149] foundations,stop [149] stop,loss [149] loss,teachers [149] teachers,research [149] research,pay [149] pay,more [149] more,foundations [149] foundations,create [149] create,data Top Word Pairs in Tweet in G1:
[66] fitbit,waze [66] gamification,design [65] apps,fitbit [65] waze,duolingo [65] duolingo,use [65] use,gamification [29] grâce,à [28] à,gamification [28] ces,2019 [28] start,up Top Word Pairs in Tweet in G2:
[48] gamification,learning [33] check,out [29] training,edtech [29] mlearning,gamification [28] elearning,instructionaldesign [28] instructionaldesign,training [28] edtech,teaching [28] teaching,mlearning [27] trends,2018 [26] vr,ar Top Word Pairs in Tweet in G3:
[61] 12,templates [61] templates,teachers [61] teachers,students [61] students,hyperdocs [61] hyperdocs,newsletters [61] newsletters,daily [61] daily,check [61] check,gamification [60] ditchthattxtbk,12 [60] gamification,edu Top Word Pairs in Tweet in G4:
[30] professorgame,podcast [21] 2,haziran [21] haziran,2019'da [20] klillico72,gamification [20] oyunlaştırma,konferansı [18] gamification,people [18] people,retweet [18] retweet,see [18] see,help [18] help,teacher Top Word Pairs in Tweet in G5:
[149] foundations,stop [149] stop,loss [149] loss,teachers [149] teachers,research [149] research,pay [149] pay,more [149] more,foundations [149] foundations,create [149] create,data [149] data,driven Top Word Pairs in Tweet in G6:
[28] thanks,connecting [28] connecting,connect [28] connect,linkedin [28] linkedin,gamification [28] thanks,interest [28] interest,let's [28] let's,talk [28] talk,linkedin [28] linkedin,well [28] well,gamification Top Word Pairs in Tweet in G7:
[56] 2018,yılında [56] yılında,gamification [56] gamification,oyunlaştırma [56] oyunlaştırma,oyun [56] oyun,için [56] için,bilgi [56] bilgi,iletişim [56] iletişim,teknolojileri [56] teknolojileri,ve [56] ve,öğrenmek Top Word Pairs in Tweet in G8:
[103] class,dojo [103] dojo,pbis [103] pbis,gamification [103] gamification,etc [103] etc,etc [103] etc,steroids [103] steroids,explained [103] explained,punished [103] punished,rewards [103] rewards,pop Top Word Pairs in Tweet in G9:
[111] gamificación,nos [111] nos,gusta [66] vol,14 [66] 14,12 [66] 12,2018 [66] 2018,international [66] international,journal [66] journal,online [66] online,biomedical [66] biomedical,engineering Top Word Pairs in Tweet in G10:
[13] use,gamification [8] case,study [8] study,community [8] community,managers [8] managers,use [8] gamification,increase [8] increase,community [8] community,engagement [7] learn,more [7] gamification,può 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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