The graph represents a network of 5,189 Twitter users whose recent tweets contained "gamification", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 22:50 UTC.
The tweets in the network were tweeted over the 2720-day, 10-hour, 10-minute period from Wednesday, 29 July 2015 at 14:47 UTC to Monday, 09 January 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5189
Unique Edges : 3761
Edges With Duplicates : 8966
Total Edges : 12727
Number of Edge Types : 9
Mentions : 1471
Replies to : 1279
MentionsInReplyTo : 1922
Retweet : 2398
MentionsInRetweet : 3934
Tweet : 1506
Quote : 112
MentionsInQuote : 81
MentionsInQuoteReply : 24
Self-Loops : 2213
Reciprocated Vertex Pair Ratio : 0.0455754566412485
Reciprocated Edge Ratio : 0.0871777476255088
Connected Components : 1258
Single-Vertex Connected Components : 522
Maximum Vertices in a Connected Component : 713
Maximum Edges in a Connected Component : 2679
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.122954
Graph Density : 0.00021901498826249
Modularity : 0.484954
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,189 Twitter users whose recent tweets contained "gamification", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 22:50 UTC.
The tweets in the network were tweeted over the 2720-day, 10-hour, 10-minute period from Wednesday, 29 July 2015 at 14:47 UTC to Monday, 09 January 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[255] change,management [161] peterfgallagher,#leadershipofchange [126] #play2earn,#gamefi [125] #hyperplanet,#play2earn [109] #leadershipofchange,change [102] gamification,platforms [99] one,utilities [99] benft,learning [99] marketplace,benft [99] available,benft Top Word Pairs in Tweet in G1:
[73] offering,#stateoftheart [73] #adultcam,community [73] fresh,#innovative [73] #freemium,#adultcam [73] #innovative,#freemium [73] community,offering [73] #cherrytv,fresh [71] #stateoftheart,#gamification [71] #gamification,features [71] #millennial,users Top Word Pairs in Tweet in G2:
[72] nasaga,davengdesign [69] davengdesign,igda [66] igda,learningedgames [49] based,learning [48] games,based [44] latest,gamification [43] #gamification,#news [40] see,more [39] learningedgames,sententiagames [31] #oyunlaştırma,#gamification Top Word Pairs in Tweet in G3:
[53] gamification,tokenomics [52] constant,development [52] bullsapesproj,gamification [52] 2023,bullsapesproj [52] tokenomics,constant [52] project,2023 [52] development,web3 [52] best,project [52] web3,tools [51] aussnipernft,best Top Word Pairs in Tweet in G4:
[124] #hyperplanet,#play2earn [124] #play2earn,#gamefi [64] brand,play [64] hyperplanet,#hyperplanet [64] launching,soon [64] earn,gamification [64] soon,brand [64] gamification,hyperplanet [64] play,earn [63] hyperplanet_,launching Top Word Pairs in Tweet in G5:
[99] gmt,marketplace [99] platform,gmt [99] marketplace,benft [99] learning,platform [99] available,benft [99] benft,gamification [99] benft,learning [99] one,utilities [99] utilities,available [98] #benft,#benftarmy Top Word Pairs in Tweet in G6:
[42] senseilabsnft,officially [42] officially,booted [41] starting,trait [41] announce,senseilabsnft [41] proud,announce [26] booted,only_raindrops [25] only_raindrops,starting [24] trait,gami [24] senseilabsnft,proud [17] trait,gamification Top Word Pairs in Tweet in G7:
[25] timmtsai,pumlhealthio [25] pumlhealthio,discuss [25] 12pm,utc [25] gamification,wellbeing [25] utc,host [25] host,timmtsai [25] discuss,gamification [25] tune,12pm [24] usdt,rpc [24] rpc,usdt Top Word Pairs in Tweet in G8:
[23] before,disappears [23] newsletter,before [23] latest,#gamification [21] #juloot's,latest [21] #gamification,candy [21] disappears,awesome [21] candy,newsletter [21] awesome,news [21] grab,#juloot's [20] news,know Top Word Pairs in Tweet in G9:
[43] chibi,frens [42] pets,attributes [42] evolve,full [42] giveaway,chibi [42] frens,ultimately [42] future,gamification [42] giving,away [42] full,grown [42] ultimately,evolve [42] grown,pets Top Word Pairs in Tweet in G10:
[26] nft,newest [26] initial,game [26] nft,gamification [26] offerings,igo [26] igo,nft [26] gaming,initiative [26] binance,nft [26] game,offerings [26] initiative,initial [26] newest,gaming Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: