The graph represents a network of 5,179 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:49 UTC.
The tweets in the network were tweeted over the 1788-day, 7-hour, 20-minute period from Thursday, 15 March 2018 at 17:39 UTC to Monday, 06 February 2023 at 01:00 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 : 5179
Unique Edges : 4165
Edges With Duplicates : 9083
Total Edges : 13248
Number of Edge Types : 9
MentionsInRetweet : 5307
Retweet : 3140
Mentions : 1413
Tweet : 1004
MentionsInReplyTo : 1373
MentionsInQuoteReply : 35
Quote : 75
Replies to : 859
MentionsInQuote : 42
Self-Loops : 1558
Reciprocated Vertex Pair Ratio : 0.0288251565002184
Reciprocated Edge Ratio : 0.0560350926843073
Connected Components : 880
Single-Vertex Connected Components : 389
Maximum Vertices in a Connected Component : 1676
Maximum Edges in a Connected Component : 4701
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.790129
Graph Density : 0.000263528223399143
Modularity : 0.523083
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,179 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:49 UTC.
The tweets in the network were tweeted over the 1788-day, 7-hour, 20-minute period from Thursday, 15 March 2018 at 17:39 UTC to Monday, 06 February 2023 at 01:00 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:
[969] ve,thebakerygg [969] discord,before [969] dopest,project [969] project,interactions [969] year,one [969] one,dopest [969] thebakerygg,discord [969] before,year [968] interactions,dat [968] thegora_,ve Top Word Pairs in Tweet in G1:
[964] one,dopest [964] thebakerygg,discord [964] ve,thebakerygg [964] project,interactions [964] year,one [964] dopest,project [964] discord,before [964] before,year [963] interactions,dat [963] thegora_,ve Top Word Pairs in Tweet in G2:
[54] ai,gamification [54] partner,resolve [53] resolve,bring [52] gamification,customer [52] customer,payments [52] generative,ai [52] bring,generative [51] versus,systems [50] systems,partner [49] offering,#stateoftheart Top Word Pairs in Tweet in G3:
[381] artwork,drop [381] reward,burn [381] digital,age [381] edition,artwork [381] burn,tiers [381] legends,digital [381] sn,legends [381] open,edition [381] enabled,open [381] age,premier Top Word Pairs in Tweet in G4:
[39] global,gamification [35] davengdesign,igda [35] nasaga,davengdesign [35] igda,learningedgames [31] gamification,hackathon [28] jaden,selena [27] selena,adventure [27] capondesign,siblings [27] siblings,jaden [27] #book,capondesign Top Word Pairs in Tweet in G5:
[172] versus,systems [170] bring,generative [170] resolve,bring [170] partner,resolve [170] generative,ai [169] systems,partner [169] ai,gamification [168] gamification,customer [168] customer,payments [163] vs,versus Top Word Pairs in Tweet in G6:
[34] passengers_nft,website [19] break,down [17] appreciation,bullsapesproj [17] show,join [17] community,break [17] ananda,doc [17] doc,show [17] join,dinofam [17] dinofam,show [17] show,appreciation Top Word Pairs in Tweet in G7:
[64] ninelivestoken,ninefi [58] network,building [58] ninefi,token [58] lives,network [58] building,cat [58] token,lives [54] today,taking [54] look,ninelivestoken [54] taking,brief [54] brief,look Top Word Pairs in Tweet in G8:
[5] project,newnotes_ [4] initial,cost [3] rooftopping,way [3] value,added [3] brought,gamification [3] world,rooftopping [3] folks,shoes [3] puts,folks [3] dope,project [3] gamification,world Top Word Pairs in Tweet in G9:
[62] features,l1 [62] l1,blockchain [62] media,app [62] blockchain,social [62] crypto,wallet [62] social,media [62] state,features [62] wallet,metaverse [62] app,crypto [51] doxxed,team Top Word Pairs in Tweet in G10:
[20] timmtsai,pumlhealthio [20] pumlhealthio,discuss [20] 12pm,utc [20] gamification,wellbeing [20] utc,host [20] host,timmtsai [20] discuss,gamification [20] tune,12pm [19] kucoincom,tune [18] usdt,rpc Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
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: