The graph represents a network of 7,756 Twitter users whose recent tweets contained "#fintech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 21 March 2022 at 16:55 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 34-minute period from Saturday, 19 March 2022 at 22:07 UTC to Monday, 21 March 2022 at 14:41 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7756
Unique Edges : 18061
Edges With Duplicates : 21764
Total Edges : 39825
Number of Edge Types : 5
Retweet : 10724
Tweet : 5842
MentionsInRetweet : 16868
Mentions : 5164
Replies to : 1227
Self-Loops : 6096
Reciprocated Vertex Pair Ratio : 0.031097117946234
Reciprocated Edge Ratio : 0.0603185042514211
Connected Components : 872
Single-Vertex Connected Components : 503
Maximum Vertices in a Connected Component : 5957
Maximum Edges in a Connected Component : 37471
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.737367
Graph Density : 0.000353911648941989
Modularity : 0.398761
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,756 Twitter users whose recent tweets contained "#fintech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 21 March 2022 at 16:55 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 34-minute period from Saturday, 19 March 2022 at 22:07 UTC to Monday, 21 March 2022 at 14:41 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #fintech
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3937] #fintech,#blockchain [3599] #blockchain,#crypto [3529] #cardano,ada [3529] ada,whale [3529] whale,laced [3529] laced,transaction [3529] transaction,output [3529] usd,tx [3529] tx,info [3529] info,support Top Word Pairs in Tweet in G1:
[848] #fintech,#crypto [848] #crypto,#paymentgateway [841] elite,cash [841] cash,elc [841] elc,one [841] one,advanced [841] advanced,#cryptocurrencies [841] #cryptocurrencies,holds [841] holds,merit [841] merit,promote Top Word Pairs in Tweet in G2:
[356] #machinelearning,#deeplearning [352] #fintech,#insurtech [273] #fintech,#finserv [268] #artificialintelligence,#machinelearning [204] #python,#javascript [179] #fintech,#artificialintelligence [171] #machinelearning,#ai [167] #deeplearning,#fintech [155] #ai,#python [154] #aiethics,#machinelearning Top Word Pairs in Tweet in G3:
[3449] #fintech,#blockchain [3387] #blockchain,#crypto [3375] #cardano,ada [3375] ada,whale [3375] whale,laced [3375] laced,transaction [3375] transaction,output [3375] usd,tx [3375] tx,info [3375] info,support Top Word Pairs in Tweet in G4:
[59] #blockchain,#cryptocurrency [55] #cryptocurrencies,#fintech [53] #technology,#bitcoin [52] #bitcoin,#money [51] #money,#crypto [50] #bnb,#cryptocurrencies [50] #cryptocurrency,#technology [48] #crypto,#binance [48] #binance,#bnb [44] #vlr,#blockchain Top Word Pairs in Tweet in G5:
[188] welcome,roboinufinance [188] roboinufinance,solution [188] solution,gain [188] gain,financial [188] financial,freedom [188] freedom,check [188] check,#roboinu [188] #roboinu,everyone [188] everyone,long [188] long,haul Top Word Pairs in Tweet in G6:
[327] #fantom,#fintech [326] #tothemoon,#fantom [325] #sendlify,#crypto [325] #crypto,#tothemoon [324] #airdrops,#sendlify [277] airdrop,round [276] token,airdrop [276] follow,retweet [276] retweet,tag [276] tag,friends Top Word Pairs in Tweet in G7:
[357] #nfts,#nftcommunity [357] #nftcommunity,#nftcollector [357] #nftcollector,#nftart [357] #nftgiveaways,#nftcollectibles [357] #nftcollectibles,#nft [357] #nft,#digitalart [357] #digitalart,#art [357] #art,#nftshill [357] #nftshill,#fintech [357] #fintech,#metaverse Top Word Pairs in Tweet in G8:
[95] #fintech,#blockchain [95] #blockchain,#crypto [93] #cardano,ada [93] ada,whale [93] whale,laced [93] laced,transaction [93] transaction,output [93] usd,tx [93] tx,info [93] info,support Top Word Pairs in Tweet in G9:
[136] #web3,#paymentgateway [135] #blockchain,#fintech [109] #social,#crypto [109] #socialmessenger,#fintech [109] dexa,dexa_coin [107] #dexacoin,#social [107] #cryptonews,#metaverse [100] #crypto,#blockchain [98] #blockchain,#socialmedia [98] #socialmedia,#cryptonews Top Word Pairs in Tweet in G10:
[96] #jncfintech,#fintech [73] ai,application [73] application,year [73] year,aibcsummit [73] aibcsummit,#dubai [73] #ai,#ml [73] #ml,#fld [69] #fintech,#ai [57] fluid,team [57] team,thrilled Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: