The graph represents a network of 5,236 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:49 UTC.
The tweets in the network were tweeted over the 1159-day, 16-hour, 10-minute period from Wednesday, 11 December 2019 at 08:49 UTC to Monday, 13 February 2023 at 00:59 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 : 5236
Unique Edges : 4169
Edges With Duplicates : 9856
Total Edges : 14025
Number of Edge Types : 9
Retweet : 3532
MentionsInRetweet : 6614
Replies to : 744
MentionsInReplyTo : 1272
Tweet : 859
Mentions : 841
Quote : 79
MentionsInQuote : 54
MentionsInQuoteReply : 30
Self-Loops : 1305
Reciprocated Vertex Pair Ratio : 0.0208723575060209
Reciprocated Edge Ratio : 0.0408912188728702
Connected Components : 779
Single-Vertex Connected Components : 332
Maximum Vertices in a Connected Component : 1443
Maximum Edges in a Connected Component : 4206
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.693401
Graph Density : 0.000278360888507526
Modularity : 0.519943
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,236 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:49 UTC.
The tweets in the network were tweeted over the 1159-day, 16-hour, 10-minute period from Wednesday, 11 December 2019 at 08:49 UTC to Monday, 13 February 2023 at 00:59 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:
[1326] happy,announce [1321] rewards,users [1320] announce,launch [1320] revolutionary,platform [1320] based,social [1320] platform,rewards [1320] crew3xyz,revolutionary [1320] users,based [1320] launch,crew3xyz [1318] getkicks_io,happy Top Word Pairs in Tweet in G1:
[1319] based,social [1319] revolutionary,platform [1319] platform,rewards [1319] rewards,users [1319] announce,launch [1319] happy,announce [1319] launch,crew3xyz [1319] crew3xyz,revolutionary [1319] users,based [1317] social,intera Top Word Pairs in Tweet in G2:
[13] learn,more [10] use,gamification [8] high,attrition [8] gamification,solution [8] using,gamification [8] gamification,digital [8] solution,high [7] 1of1s,special [7] map,gamification [7] worked,project Top Word Pairs in Tweet in G3:
[34] following,url [34] signing,#gamification [34] url,signing [34] use,following [34] please,use [34] #gamification,#gamification [32] davengdesign,igda [32] igda,learningedgames [30] nasaga,davengdesign [17] learningedgames,igdanyc Top Word Pairs in Tweet in G4:
[175] tokenomics,gamification [140] eth,back [139] month,eth [136] gamification,month [84] passengers_nft,website [71] 10,000 [71] 000,left [70] left,tokenomics [70] less,600 [70] collection,minted Top Word Pairs in Tweet in G5:
[81] excited,see [80] memo,killachronicles [80] team,next [80] killachronicles,trending [80] yesterday,cracked [80] cracked,top [80] next,memo [80] see,killabearsnft [80] trending,yesterday [80] killabearsnft,team Top Word Pairs in Tweet in G6:
[96] publicaeorg,ciprianpater [84] state,publicaeorg [83] social,media [82] media,app [82] app,crypto [82] wallet,metaverse [82] crypto,wallet [61] ai,gamification [57] metaverse,doxxed [57] doxxed,team Top Word Pairs in Tweet in G7:
[134] rewards,rocketfi [67] 10,general [67] rocketfi,bnb [67] modulx,tokenomics [67] swap,gamification [67] smart,reflections [67] dual,rewards [67] general,smart [67] royalty,rocketfi [67] rocketfi,pool Top Word Pairs in Tweet in G8:
[124] staking,metaverse [124] liquid,staking [124] creation,digital [124] amm,dex [124] derivatives,super [124] digital,worlds [124] worlds,games [124] super,fluid [124] borrowing,derivatives [124] lending,borrowing Top Word Pairs in Tweet in G9:
[106] 111,eth [105] friends,drop [105] #twittytwats,tag [105] drop,wallet [105] 3gg,111 [105] 1st,3gg [105] eth,giveaway [105] eggs,dropping [105] wallet,id [105] dropping,1st Top Word Pairs in Tweet in G10:
[80] #mexcglobal's,day [80] fanzeelabs,fnz [63] celebrate,fanzeelabs [63] 12pm,utc [63] day,let's [63] 23,12pm [63] let's,celebrate [63] fnz,list [63] list,23 [63] trade,co Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: