The graph represents a network of 4,920 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 22:51 UTC.
The tweets in the network were tweeted over the 3946-day, 16-hour, 5-minute period from Tuesday, 22 May 2012 at 07:50 UTC to Sunday, 12 March 2023 at 23:56 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 : 4920
Unique Edges : 3321
Edges With Duplicates : 8978
Total Edges : 12299
Number of Edge Types : 9
Retweet : 2794
MentionsInRetweet : 4269
Tweet : 1198
Mentions : 1308
Replies to : 1082
MentionsInReplyTo : 1456
Quote : 103
MentionsInQuote : 66
MentionsInQuoteReply : 23
Self-Loops : 1998
Reciprocated Vertex Pair Ratio : 0.0409969297453495
Reciprocated Edge Ratio : 0.078764746703678
Connected Components : 1054
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 561
Maximum Edges in a Connected Component : 2286
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.062946
Graph Density : 0.000238167252581247
Modularity : 0.486538
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,920 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 22:51 UTC.
The tweets in the network were tweeted over the 3946-day, 16-hour, 5-minute period from Tuesday, 22 May 2012 at 07:50 UTC to Sunday, 12 March 2023 at 23:56 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:
[388] experience,hold [388] collecting,experience [388] introducing,ad [388] astrium's,stardust [388] star,collecting [388] hold,trait [388] ad,astrium's [388] trait,hunt [388] system,gamification [388] stardust,system Top Word Pairs in Tweet in G1:
[55] offering,#stateoftheart [55] #adultcam,community [55] fresh,#innovative [55] #freemium,#adultcam [55] #innovative,#freemium [55] community,offering [55] #cherrytv,fresh [44] #stateoftheart,#gamification [44] #gamification,features [44] #millennial,users Top Word Pairs in Tweet in G2:
[385] experience,hold [385] star,collecting [385] introducing,ad [385] trait,hunt [385] collecting,experience [385] gamification,star [385] astrium's,stardust [385] stardust,system [385] hold,trait [385] ad,astrium's Top Word Pairs in Tweet in G3:
[165] gamification,hackathon [146] global,gamification [126] #48hoursgamification,#gamification [95] #gamification,#gamfed [54] #gamification,#48hoursgamification [52] #48hoursgamification,#gamfed [48] nasaga,davengdesign [46] 48,hour [45] davengdesign,igda [44] #gamfed,#oyunlaştırma Top Word Pairs in Tweet in G4:
[110] deflect,coming [110] everyone,deflect [110] weeks,introducing [110] hello,everyone [110] coming,weeks [109] introducing,decentral [109] deflectprotocol,hello Top Word Pairs in Tweet in G5:
[101] limoverse,app [101] health,data [101] metabolic,analysis [101] geno,metabolic [101] personalized,health [101] advanced,geno [101] revolutionize,health [101] app,personalized [101] health,limoverse [101] data,advanced Top Word Pairs in Tweet in G6:
[31] passengers_nft,website [15] white,paper [15] gamification,white [14] partnership,gamification [14] studio,partnership [14] website,studio [11] bullsapesproj,anthonymongiel3 [9] anthonymongiel3,nftnewstoday [8] metaleonsociety,separate [8] bullsapesproj,metaleonsociety Top Word Pairs in Tweet in G7:
[118] state,#nwo [117] power,audience [116] #nwo,power [116] world,state [116] power,rule [116] rule,world [116] people,power [114] audience,prevail [108] prevail,#facts [108] #facts,publicaeorg Top Word Pairs in Tweet in G8:
[87] zoidpay,core [87] apis,sdks [87] core,super [87] super,app [87] sdks,zoidpay [87] key,milestones [87] milestones,apis [84] app,cross [54] listed,key [54] 2023,listed Top Word Pairs in Tweet in G9:
[14] #saas,#edtech [13] #gamification,#literacy [12] #gamification,#designthinking [10] #game,#gamification [10] #metaverse,#web3 [10] #alloneword,#saas [9] #edtech,#startup [9] #startup,#gamification [7] #edtech,#gamification [7] a1,gbl Top Word Pairs in Tweet in G10:
[8] curious,more [8] bits,bits [8] bits,important [8] killabits,set [8] more,bits [8] step,gamification [8] first,step [8] set,super [8] gamification,killabits [8] super,curious Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: