The graph represents a network of 5,114 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 22:50 UTC.
The tweets in the network were tweeted over the 670-day, 1-hour, 27-minute period from Tuesday, 16 March 2021 at 23:27 UTC to Monday, 16 January 2023 at 00:54 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 : 5114
Unique Edges : 3263
Edges With Duplicates : 9451
Total Edges : 12714
Number of Edge Types : 9
Retweet : 2764
MentionsInRetweet : 4084
Replies to : 1317
Tweet : 1423
MentionsInReplyTo : 1869
Mentions : 1062
Quote : 91
MentionsInQuote : 91
MentionsInQuoteReply : 13
Self-Loops : 1856
Reciprocated Vertex Pair Ratio : 0.0301984469370147
Reciprocated Edge Ratio : 0.0586264656616415
Connected Components : 988
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 1015
Maximum Edges in a Connected Component : 4271
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.332957
Graph Density : 0.000228316771507535
Modularity : 0.488764
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,114 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 22:50 UTC.
The tweets in the network were tweeted over the 670-day, 1-hour, 27-minute period from Tuesday, 16 March 2021 at 23:27 UTC to Monday, 16 January 2023 at 00:54 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:
[454] #gmtmarketplace,#sol100xgem [454] #benft,#benftarmy [454] #benftarmy,#gmtmarketplace [453] #sol100xgem,#altcoin [390] gamification,take [390] stop,wasting [389] needs,tell [389] take,coins [389] wasting,user's [389] time,unnecessary Top Word Pairs in Tweet in G1:
[49] offering,#stateoftheart [49] #adultcam,community [49] community,offering [49] fresh,#innovative [49] #innovative,#freemium [49] #cherrytv,fresh [49] #freemium,#adultcam [46] #appealing,#millennial [46] #gamification,features [46] particularly,#appealing Top Word Pairs in Tweet in G2:
[389] gamification,take [389] wasting,user's [389] time,unnecessary [389] needs,tell [389] unnecessary,gamification [389] someone,needs [389] coins,credit [389] take,coins [389] cred,stop [389] tell,cred Top Word Pairs in Tweet in G3:
[454] #benft,#benftarmy [454] #gmtmarketplace,#sol100xgem [454] #benftarmy,#gmtmarketplace [453] #sol100xgem,#altcoin [267] users,#benft [267] both,web2 [267] cutting,edge [267] web2,web3 [267] accessible,both [267] secure,solana Top Word Pairs in Tweet in G4:
[21] gamification,decards [20] gamification,#gamification [20] #oyunlaştırma,#gamification [16] see,more [16] toy,gamification [14] ন,ম [13] günün,sözü [13] read,more [13] #gamification,#news [12] rencontre,n_paquet Top Word Pairs in Tweet in G5:
[184] game,nft [184] hub,governance [184] cross,game [184] product,include [184] features,lunargumble [184] include,gamification [184] community,cross [184] gamification,hub [184] governance,community [184] lunargumble,product Top Word Pairs in Tweet in G6:
[81] alphagraphic,condensed [81] tuesday,regards [81] apes,utility [81] delivered,tankenomics [81] information,delivered [81] condensed,information [81] regards,apes [81] tankenomics,tuesday [79] aussnipernft,alphagraphic [18] eternal,war Top Word Pairs in Tweet in G7:
[109] mysterious,attractive [109] creation,mysterious [109] succeeded,creation [109] months,cloneforcetm [109] cloneforcetm,succeeded [109] project,issued [109] issued,rtfkt [109] rtfkt,community [109] attractive,project [108] 0xquetzal,months Top Word Pairs in Tweet in G8:
[62] nft,newest [62] initial,game [62] nft,gamification [62] offerings,igo [62] igo,nft [62] gaming,initiative [62] binance,nft [62] game,offerings [62] initiative,initial [62] newest,gaming Top Word Pairs in Tweet in G9:
[58] ripioapp,gets [58] network,erc20 [58] deposit,open [58] rpc,usdt [58] open,network [58] rpc,eth [58] gets,listed [58] #kucoin,pairs [58] listing,rpc [58] listed,#kucoin Top Word Pairs in Tweet in G10:
[104] shrouded,mystery [104] art,lore [104] chaos,world [104] mystery,soon [104] wraiths,agents [104] revealed,bringing [104] agents,chaos [104] soon,revealed [104] best,pixel [104] bringing,best Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: