The graph represents a network of 4,038 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, 04 June 2019 at 13:17 UTC.
The requested start date was Tuesday, 04 June 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, 0-hour, 43-minute period from Tuesday, 28 May 2019 at 23:17 UTC to Tuesday, 04 June 2019 at 00:00 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 : 4038
Unique Edges : 4570
Edges With Duplicates : 2076
Total Edges : 6646
Number of Edge Types : 3
Mentions : 4492
Replies to : 220
Tweet : 1934
Self-Loops : 1934
Reciprocated Vertex Pair Ratio : 0.0475938656795346
Reciprocated Edge Ratio : 0.0908632004038364
Connected Components : 1258
Single-Vertex Connected Components : 858
Maximum Vertices in a Connected Component : 1157
Maximum Edges in a Connected Component : 3289
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.975192
Graph Density : 0.00024304652003637
Modularity : 0.605066
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[520] basically,twitter [520] twitter,allows [520] allows,supports [520] supports,even [520] even,encourages [520] encourages,hateful [520] hateful,speech [520] speech,website [520] website,cesspool [520] cesspool,people Top Word Pairs in Tweet in G1:
[16] #,gamification [14] watch,support [14] support,schools [14] schools,future [14] future,#education [14] #education,#school [14] #school,#reform [14] #reform,#future [14] #future,# [14] gamification,#mixed_reality Top Word Pairs in Tweet in G2:
[520] basically,twitter [520] twitter,allows [520] allows,supports [520] supports,even [520] even,encourages [520] encourages,hateful [520] hateful,speech [520] speech,website [520] website,cesspool [520] cesspool,people Top Word Pairs in Tweet in G3:
[153] #gamificación,nos [153] nos,gusta [69] gusta,gustavotondello [59] ludigencia,#gamificación [46] #dev,#devclever [45] gusta,gamificationnat [40] find,out [38] #professorgame,#podcast [36] gamification,nation [36] #gamification,#gbl Top Word Pairs in Tweet in G4:
[77] gamification,meetup [71] #oyunlaştırma,#gamification [59] #oyunagel,#oyunlaştırma [55] #gamification,#oyunlastirma [36] 2,haziran [30] #gamification,#oyunlaştırma [20] #oyunlastirma,#oyunagel [17] bu,yıl [16] gamfed,türkiye [15] #oyunlaştırma,#oyunagel Top Word Pairs in Tweet in G5:
[13] honor,#xplap [13] #xplap,author [13] author,mrmatera's [13] mrmatera's,birthday [13] birthday,sharing [13] sharing,blog [13] blog,wrote [13] wrote,explore [13] explore,pirate [13] pirate,came Top Word Pairs in Tweet in G6:
[57] new,companies [57] companies,using [57] using,ai [57] ai,gamification [57] gamification,machine [57] machine,learning [57] learning,make [57] make,job [57] job,seeking [57] seeking,even Top Word Pairs in Tweet in G7:
[44] omg,average [44] average,age [44] age,customesports [44] customesports,viewers [44] viewers,higher [44] higher,think [44] think,gamescape [44] gamescape,interpret [44] interpret,llc [43] esportbetweb,omg Top Word Pairs in Tweet in G8:
[8] divertido,contrario [6] gamification,top [6] top,stories [4] contrario,serio [4] serio,divertido [4] contrario,aburrido [4] aburrido,más [4] más,chesterton [4] chesterton,#gamification [3] cylobato,divertido Top Word Pairs in Tweet in G9:
[19] #gamification,#news [19] see,more [9] find,out [6] out,more [5] fun,#gamification [5] #gamification,headed [5] headed,' [5] ',official [5] official,theme [5] theme,#geu19 Top Word Pairs in Tweet in G10:
[15] #edtech,#edchat [12] neurology,gaming [12] gaming,#infographic [12] #infographic,ou_com [12] ou_com,#neurology [12] #neurology,#education [12] #education,#educación [12] #educación,#edtech [11] #edchat,#gaming [9] eraser,neurology Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: