The graph represents a network of 15,772 Twitter users whose recent tweets contained "#fintech", 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 1/9/2023 5:44:35 AM and 1/16/2023 5:44:35 AM. The network was obtained from Twitter on Monday, 16 January 2023 at 14:22 UTC.
The tweets in the network were tweeted over the 2441-day, 5-hour, 20-minute period from Wednesday, 11 May 2016 at 08:23 UTC to Monday, 16 January 2023 at 13:44 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 : 15772
Unique Edges : 14353
Edges With Duplicates : 53518
Total Edges : 67871
Number of Edge Types : 9
Retweet : 17284
MentionsInRetweet : 26839
Tweet : 8792
Mentions : 9779
MentionsInReplyTo : 2605
Replies to : 1041
Quote : 912
MentionsInQuote : 576
MentionsInQuoteReply : 43
Self-Loops : 10905
Reciprocated Vertex Pair Ratio : 0.0269370694326186
Reciprocated Edge Ratio : 0.0524609934423758
Connected Components : 1827
Single-Vertex Connected Components : 1326
Maximum Vertices in a Connected Component : 12460
Maximum Edges in a Connected Component : 61594
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.100076
Graph Density : 0.000106673544203621
Modularity : 0.352512
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 15,772 Twitter users whose recent tweets contained "#fintech", 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 1/9/2023 5:44:35 AM and 1/16/2023 5:44:35 AM. The network was obtained from Twitter on Monday, 16 January 2023 at 14:22 UTC.
The tweets in the network were tweeted over the 2441-day, 5-hour, 20-minute period from Wednesday, 11 May 2016 at 08:23 UTC to Monday, 16 January 2023 at 13:44 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 : #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:
[1080] #digicom,#dcom [1073] #dcom,#blockchain [1065] #money,#crypto [1064] #binance,#bnb [1062] #crypto,#binance [1049] #cryptocurrencies,#fintech [1035] #bnb,#cryptocurrencies [1027] #blockchain,#cryptocurrency [1023] #bitcoin,#money [1017] #technology,#bitcoin Top Word Pairs in Tweet in G1:
[240] brad,garlinghouse [232] xrp,#fintech [231] ripple,#hiring [215] #fintech,innovation [196] apply,today [195] today,greenhouse [186] jchaunceykelly,ripple [173] ripple,#blockchain [155] united,states [153] lose,lawsuit Top Word Pairs in Tweet in G2:
[458] #fintech,#finserv [321] #ai,#fintech [310] #fintech,#finance [303] #fintech,#ai [302] #machinelearning,#datascience [288] #insurtech,#fintech [280] #machinelearning,#ai [275] #ai,#iot [267] #ai,#ml [256] #fintech,#insurtech Top Word Pairs in Tweet in G3:
[136] #fintechnews,#fintech [132] #finance,#fintechnews [128] #technology,#finance [118] #fintech,#fintechnews [99] #fintech,#regtech [90] artificial,intelligence [89] halt,withdrawal [89] platforms,halt [89] money,platforms [88] withdrawal,#fintech Top Word Pairs in Tweet in G4:
[673] xrp,#fintech [672] sleeps,xrp [671] xrpl,ledger [671] never,sleeps [671] ledger,never [272] #fintech,#telkomdigitalkanbangsa [68] #share,#stock [68] #money,#geld [68] #apple,#fintech [68] #fintech,#mdt Top Word Pairs in Tweet in G5:
[343] #robowallet,#roboex [220] rgi_info,#roboinu [160] #roboinu,#robowallet [159] #fintech,#web3 [154] search,coingecko [154] trending,search [153] lot,attention [153] coingecko,rbif [153] rbif,attracting [153] attracting,lot Top Word Pairs in Tweet in G6:
[68] #40days40fintechs,#leveloneproject [64] iips,africa [63] #fintech,iips [62] #leveloneproject,2022 [62] africa,#40days40fintechs [62] 2022,report [61] report,building [61] hipipo,#fintech [55] building,sustaina [43] re,building Top Word Pairs in Tweet in G7:
[1023] #digicom,#dcom [1016] #dcom,#blockchain [1012] #binance,#bnb [1008] #crypto,#binance [1008] #money,#crypto [999] #cryptocurrencies,#fintech [994] #bnb,#cryptocurrencies [967] #bitcoin,#money [960] #technology,#bitcoin [957] #blockchain,#cryptocurrency Top Word Pairs in Tweet in G8:
[65] #wef,#davos [51] #salesforce,#futureofwork [43] #futureofwork,#shrm [41] #startup,#startups [39] #finserv,#hr [37] #davos,#salesforce [37] made,cbinsights [37] #startups,#corpgov [36] blockchain,explains [36] politicos,need Top Word Pairs in Tweet in G9:
[85] #ai,#fintech [59] daily,thanks [44] #gala,#galausdt [43] #wallstreet,#fintwit [43] #wallstreet,#investing [43] #fintwit,#fintech [43] #optionsflow,#moneyflow [43] #moneyflow,#wallstreet [43] #stockstowatch,#stocks [43] #investing,#stockstowatch Top Word Pairs in Tweet in G10:
[150] #defi,#bitcoin [150] wallet,again [150] #crypto,#blockchain [150] #btc,#eth [150] #cryptocurrency,#crypto [150] #ethereum,#nft [150] trust,wallet [150] again,#defi [150] #bitcoin,#cryptocurrency [150] time,trust Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: