The graph represents a network of 5,252 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 22:50 UTC.
The tweets in the network were tweeted over the 2103-day, 7-hour, 3-minute period from Thursday, 01 June 2017 at 17:56 UTC to Monday, 06 March 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 : 5252
Unique Edges : 4018
Edges With Duplicates : 9419
Total Edges : 13437
Number of Edge Types : 9
MentionsInRetweet : 5068
Retweet : 2840
Mentions : 1436
MentionsInQuote : 114
Tweet : 1125
MentionsInReplyTo : 1591
Replies to : 1116
Quote : 130
MentionsInQuoteReply : 17
Self-Loops : 1889
Reciprocated Vertex Pair Ratio : 0.0343341031562741
Reciprocated Edge Ratio : 0.0663888061923191
Connected Components : 1091
Single-Vertex Connected Components : 450
Maximum Vertices in a Connected Component : 1319
Maximum Edges in a Connected Component : 5051
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.306667
Graph Density : 0.000243597745063755
Modularity : 0.512125
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,252 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 22:50 UTC.
The tweets in the network were tweeted over the 2103-day, 7-hour, 3-minute period from Thursday, 01 June 2017 at 17:56 UTC to Monday, 06 March 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:
[206] visualizevalue's,checks [206] become,booming [206] addictive,gamification [206] mint,become [206] guide,visualizevalue's [206] checks,ecosystem [206] ecosystem,addictive [206] ecosystem,mint [206] booming,ecosystem [205] wardaddycapital,guide Top Word Pairs in Tweet in G1:
[60] offering,#stateoftheart [60] #adultcam,community [60] fresh,#innovative [60] #freemium,#adultcam [60] #innovative,#freemium [60] community,offering [60] #cherrytv,fresh [56] #stateoftheart,#gamification [56] #gamification,features [56] #millennial,users Top Word Pairs in Tweet in G2:
[64] #gamification,#engagement [47] #engagement,#digital [45] global,gamification [45] nasaga,davengdesign [44] davengdesign,igda [43] igda,learningedgames [40] gamification,hackathon [33] passengers_nft,website [32] #digital,#data [29] #gamification,#education Top Word Pairs in Tweet in G3:
[206] ecosystem,mint [206] booming,ecosystem [206] guide,visualizevalue's [206] addictive,gamification [206] ecosystem,addictive [206] mint,become [206] checks,ecosystem [206] become,booming [206] visualizevalue's,checks [205] wardaddycapital,guide Top Word Pairs in Tweet in G4:
[121] derp,birds [120] birds,gamification [120] right,way [120] problem,goombles_ [120] token,problem [120] derpbirdsnft,derp [120] way,make [120] goombles_,derpbirdsnft [120] make,things [120] gamification,right Top Word Pairs in Tweet in G5:
[148] rebranding,improved [148] news,metz [148] metz,project [148] project,undergoing [148] gamification,#ai [148] improved,gamification [148] major,upgrades [148] undergoing,major [148] upgrades,rebranding [148] exciting,news Top Word Pairs in Tweet in G6:
[26] multiversx,team [25] congratulations,beniaminmincu [25] egld,future [25] whole,multiversx [25] opened,egld [25] chapter,opened [25] beniaminmincu,whole [25] team,chapter [25] future,looks [24] twice,things Top Word Pairs in Tweet in G7:
[32] starbucks's,approach [32] forays,analysts [32] more,holistic [32] industry,prior [32] prior,nft [32] nft,forays [32] approach,web3 [32] holistic,industry [32] analysts,truly [32] web3,more Top Word Pairs in Tweet in G8:
[104] everyone,form [104] sport,betting [104] betting,everyone [103] dapp,called [103] building,dapp [103] called,betswipe [103] betswipe,pi [103] brings,sport [103] pi,brings [92] form,gamification Top Word Pairs in Tweet in G9:
[85] gamification,phase [83] last,raffles [83] raffles,ended [83] humbled,outpouring [83] phase,humbled [83] first,gamification [83] ended,marks [83] marks,end [83] end,first [82] smurfssociety,last Top Word Pairs in Tweet in G10:
[7] scavenger,hunt [7] hunt,goosechaseedu [7] gimkit,infographic [7] infographic,genially [7] gamification,learning [7] minecraft,playcraftlearn [7] tools,#teaching [7] 10,gamification [7] gamification,tools [7] draw,gimkit 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 Replied-To in G8:
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: