The graph represents a network of 4,006 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 Friday, 07 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 5-day, 23-hour, 6-minute period from Wednesday, 29 May 2019 at 00:54 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 : 4006
Unique Edges : 4539
Edges With Duplicates : 2092
Total Edges : 6631
Number of Edge Types : 3
Mentions : 4485
Replies to : 218
Tweet : 1928
Self-Loops : 1928
Reciprocated Vertex Pair Ratio : 0.0484300159659393
Reciprocated Edge Ratio : 0.0923857868020305
Connected Components : 1248
Single-Vertex Connected Components : 853
Maximum Vertices in a Connected Component : 1150
Maximum Edges in a Connected Component : 3297
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.964964
Graph Density : 0.000245574210469564
Modularity : 0.602134
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[521] basically,twitter [521] twitter,allows [521] allows,supports [521] supports,even [521] even,encourages [521] encourages,hateful [521] hateful,speech [521] speech,website [521] website,cesspool [521] cesspool,people Top Word Pairs in Tweet in G1:
[15] #,gamification [13] watch,support [13] support,schools [13] schools,future [13] future,#education [13] #education,#school [13] #school,#reform [13] #reform,#future [13] #future,# [13] gamification,#mixed_reality Top Word Pairs in Tweet in G2:
[521] basically,twitter [521] twitter,allows [521] allows,supports [521] supports,even [521] even,encourages [521] encourages,hateful [521] hateful,speech [521] speech,website [521] website,cesspool [521] cesspool,people Top Word Pairs in Tweet in G3:
[153] #gamificación,nos [153] nos,gusta [69] gusta,gustavotondello [61] #dev,#devclever [59] ludigencia,#gamificación [45] gusta,gamificationnat [44] pepsi,max [40] find,out [38] #professorgame,#podcast [36] gamification,nation Top Word Pairs in Tweet in G4:
[76] gamification,meetup [72] #oyunlaştırma,#gamification [60] #oyunagel,#oyunlaştırma [56] #gamification,#oyunlastirma [35] 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:
[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 Word Pairs in Tweet in G10:
[32] happens,economist [32] economist,innovator [32] innovator,development [32] development,policy [32] policy,practitioner [32] practitioner,together [32] together,co [32] co,design [32] design,universal [32] universal,basic Top Replied-To in Entire Graph:
Top Replied-To in G3:
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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 G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: