The graph represents a network of 7,300 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 Monday, 19 December 2022 at 22:54 UTC.
The requested start date was Monday, 19 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 9-day, 8-hour, 58-minute period from Friday, 09 December 2022 at 15:56 UTC to Monday, 19 December 2022 at 00:55 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 : 7300
Unique Edges : 4159
Edges With Duplicates : 11407
Total Edges : 15566
Number of Edge Types : 5
Retweet : 4879
MentionsInRetweet : 6558
Tweet : 1449
Mentions : 1961
Replies to : 719
Self-Loops : 1543
Reciprocated Vertex Pair Ratio : 0.0201291302696544
Reciprocated Edge Ratio : 0.039463886820551
Connected Components : 1219
Single-Vertex Connected Components : 535
Maximum Vertices in a Connected Component : 2174
Maximum Edges in a Connected Component : 4348
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 2.940103
Graph Density : 0.00015123107500183
Modularity : 0.510158
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,300 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 Monday, 19 December 2022 at 22:54 UTC.
The requested start date was Monday, 19 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 9-day, 8-hour, 58-minute period from Friday, 09 December 2022 at 15:56 UTC to Monday, 19 December 2022 at 00:55 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : gamification
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2165] complete,cynical [2165] cynical,commodification [2165] tumblr,sums [2165] commodification,gamification [2165] tees,complete [2165] feelings,tees [2165] sums,feelings [2164] reimenayee,tumblr [1264] gamification,cre [900] gamification,creâ Top Word Pairs in Tweet in G1:
[2164] feelings,tees [2164] sums,feelings [2164] complete,cynical [2164] tees,complete [2164] tumblr,sums [2164] commodification,gamification [2164] cynical,commodification [2163] reimenayee,tumblr [1264] gamification,cre [899] gamification,creâ Top Word Pairs in Tweet in G2:
[24] use,gamification [15] brands,builders [14] gamification,principles [14] community,building [14] building,brands [14] gamification,web3 [13] global,community [13] catalyze,global [13] web3,catalyze [12] using,gamification Top Word Pairs in Tweet in G3:
[102] #gamification,#engagement [80] #innovation,#technology [72] #ces2023,#ces [68] nasaga,davengdesign [68] davengdesign,igda [65] igda,learningedgames [64] #digital,#data [57] gamification,market [54] #fun,#game [52] #ces,#innovation Top Word Pairs in Tweet in G4:
[188] gamification,antelopeio [188] nested,fractal [188] fractal,paradigm [188] inter,nested [186] antelope,swiss [186] antelopeio,inter [185] 9th,2022 [185] swiss,workshop [185] december,9th [185] workshop,17 Top Word Pairs in Tweet in G5:
[23] midwest,boy [23] gamification,entire [23] release,singles [23] each,month [23] entire,record [23] record,release [23] lp,total [23] know,midwest [23] total,gamification [23] month,going Top Word Pairs in Tweet in G6:
[47] social,media [35] crypto,wallet [34] l1,blockchain [32] media,app [31] blockchain,social [29] app,crypto [29] publicaeorg,state [22] p2p,communication [20] #10000x,planned [20] planned,state Top Word Pairs in Tweet in G7:
[100] vision,paper [99] update,we've [99] we've,added [99] jkfsandham,buzzwords [99] two,articles [99] paper,update [99] articles,written [99] within,industry [99] buzzwords,within [99] added,two Top Word Pairs in Tweet in G8:
[82] files,case [82] made,happen [82] case,against [82] happen,here's [82] imagine,gamifying [82] against,robinhood [82] well,govt [82] robinhood,made [82] govt,files [82] gamifying,app Top Word Pairs in Tweet in G9:
[18] beta,discord [18] learn2earn,gamification [18] today,phoenixes [18] gamification,launched [18] phoenixes,learn2earn [18] discord,today [18] v1,phoenixes [18] launched,beta [18] phoenixes,mission [17] thephoenixesnft,v1 Top Word Pairs in Tweet in G10:
[63] quiz2earn,mode [63] gamification,learning [63] quizbox,primarily [63] learning,module [63] module,quizbox [63] focus,quiz2earn [63] learn,earn [63] mode,learn [63] primarily,focus [60] quizboxfin,gamification Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: