The graph represents a network of 25,185 Twitter users whose recent tweets contained "#DeFi", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 3/1/2023 12:11:36 PM. The network was obtained from Twitter on Wednesday, 01 March 2023 at 20:31 UTC.
The tweets in the network were tweeted over the 1587-day, 9-hour, 2-minute period from Friday, 26 October 2018 at 11:08 UTC to Wednesday, 01 March 2023 at 20:11 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 : 25185
Unique Edges : 16208
Edges With Duplicates : 60700
Total Edges : 76908
Number of Edge Types : 9
Tweet : 3101
Retweet : 23814
MentionsInRetweet : 37306
MentionsInQuote : 3022
Quote : 1944
Mentions : 2467
Replies to : 1702
MentionsInReplyTo : 3496
MentionsInQuoteReply : 56
Self-Loops : 3880
Reciprocated Vertex Pair Ratio : 0.00333386675201366
Reciprocated Edge Ratio : 0.00664557803237726
Connected Components : 1076
Single-Vertex Connected Components : 514
Maximum Vertices in a Connected Component : 22304
Maximum Edges in a Connected Component : 71357
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.896319
Graph Density : 5.9311728532872E-05
Modularity : 0.46297
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 25,185 Twitter users whose recent tweets contained "#DeFi", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 3/1/2023 12:11:36 PM. The network was obtained from Twitter on Wednesday, 01 March 2023 at 20:31 UTC.
The tweets in the network were tweeted over the 1587-day, 9-hour, 2-minute period from Friday, 26 October 2018 at 11:08 UTC to Wednesday, 01 March 2023 at 20:11 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 : #DeFi
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:
[4503] enter,follow [4422] partnership,announcement [4419] participants,enter [4419] giveaway,event [4419] announcement,giveaway [4419] event,prize [4415] arbitrumdailytk,partnership [4118] 100,usdc [4118] prize,100 [4117] usdc,participants Top Word Pairs in Tweet in G1:
[4362] partnership,announcement [4362] enter,follow [4362] giveaway,event [4362] event,prize [4362] announcement,giveaway [4362] participants,enter [4358] arbitrumdailytk,partnership [4106] 100,usdc [4106] prize,100 [4106] usdc,participants Top Word Pairs in Tweet in G2:
[1035] #web3,#defi [1035] #defi,#galxeoat [803] complete,tasks [684] join,#securedfinance [684] special,#galxeoat [683] ready,join [683] #securedfinance,community [683] community,grow [683] tasks,special [683] grow,complete Top Word Pairs in Tweet in G3:
[330] pay,goods [318] goods,services [317] users,pay [315] #defi,#crypto [312] listed,richquack [312] ecosystem,users [312] quack,token [312] richquack,ecosystem [312] fcfpay,listed [312] more,utility Top Word Pairs in Tweet in G4:
[1130] reply,nickypromotes [1129] #shibelon,#shibarium [1129] #crypto,#shibelon [1128] hours,follow [1128] 24,hours [1128] 25,362 [1128] nickypromotes,______ [1128] end,24 [1128] ______,#crypto [1128] 500,end Top Word Pairs in Tweet in G5:
[1438] mydubaisetup,partnered [1438] start,business [1438] awesome,deal [1438] business,dubai [1438] gymstreet,mydubaisetup [1438] entrepreneurs,awesome [1438] partnered,offer [1438] offer,entrepreneurs [1438] deal,start [1437] gymnet_official,gymstreet Top Word Pairs in Tweet in G6:
[1929] #defi,#realyield [1929] #arbitrum,#defi [1929] spy,#arbitrum [1927] #sympathyfinance,spy [1896] market,sympathy [987] pre,sale [955] sale,live [955] join,discord [955] pls,join [955] discord,info Top Word Pairs in Tweet in G7:
[734] elonmusk,cz_binance [734] cz_binance,vitalikbuterin [734] vitalikbuterin,justinsuntron [725] #bsc,#nft [723] #web3,#bsc [723] justinsuntron,#web4 [723] #web4,#web3 [721] web4ai,#web4ai [540] #nft,#playtoearn [538] #web4ai,based Top Word Pairs in Tweet in G8:
[822] next,top [822] top,trending [775] #defi,#cryptocurrencies [775] #defiproject,#investing [775] #cryptocurrencies,#defiproject [769] project,#defi [767] defi,project [767] set,become [767] become,next [767] thrupenny,set Top Word Pairs in Tweet in G9:
[581] excited,announce [581] huge,thank [581] announce,syncswap [581] live,#zksync [581] testnet,huge [581] #zksync,testnet [581] syncswap,testnet [581] testnet,live [580] syncswap,excited [72] carnival,re Top Word Pairs in Tweet in G10:
[276] secure,trading [276] inexpensive,secure [276] defi,assets [276] ready,roswell [276] quick,inexpensive [276] roswell,provides [276] use,artificial [276] assets,use [276] trading,defi [276] provides,quick Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G9:
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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: