The graph represents a network of 1,382 Twitter users whose recent tweets contained "#FinServ", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 02:42 UTC.
The tweets in the network were tweeted over the 1818-day, 16-hour, 20-minute period from Monday, 19 March 2018 at 08:30 UTC to Sunday, 12 March 2023 at 00:51 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 : 1382
Unique Edges : 1675
Edges With Duplicates : 14057
Total Edges : 15732
Number of Edge Types : 9
Retweet : 3602
MentionsInRetweet : 5809
Tweet : 330
Mentions : 5693
MentionsInReplyTo : 100
Replies to : 22
Quote : 33
MentionsInQuote : 142
MentionsInQuoteReply : 1
Self-Loops : 2678
Reciprocated Vertex Pair Ratio : 0.0527295285359801
Reciprocated Edge Ratio : 0.100176782557454
Connected Components : 57
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1240
Maximum Edges in a Connected Component : 15276
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.067504
Graph Density : 0.0017783208333901
Modularity : 0.139041
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,382 Twitter users whose recent tweets contained "#FinServ", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 02:42 UTC.
The tweets in the network were tweeted over the 1818-day, 16-hour, 20-minute period from Monday, 19 March 2018 at 08:30 UTC to Sunday, 12 March 2023 at 00:51 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 : #FinServ
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:
[1739] #healthtech,#smartcity [1738] #csuite,#digitalhealth [1737] #datascientist,#csuite [1734] #digitalhealth,#web3 [1731] #web3,#cx [1718] #vive2023,#healthtech [1379] #smartcity,#ata2023 [1376] #ata2023,#datascientist [1099] #ehealth,#finserv [998] chidambara09,#vive2023 Top Word Pairs in Tweet in G1:
[224] #ehealth,#finserv [193] enricomolinari,#chatgpt [181] gartner_inc,enricomolinari [173] #datascientist,#csuite [173] #web3,#cx [173] #healthtech,#smartcity [173] #csuite,#digitalhealth [173] #digitalhealth,#web3 [173] enricomolinari,#metaverse [169] chidambara09,#vive2023 Top Word Pairs in Tweet in G2:
[1526] #healthtech,#smartcity [1525] #csuite,#digitalhealth [1524] #datascientist,#csuite [1521] #digitalhealth,#web3 [1518] #web3,#cx [1513] #vive2023,#healthtech [1236] #smartcity,#ata2023 [1234] #ata2023,#datascientist [792] chidambara09,#vive2023 [771] #cx,#ehealth Top Word Pairs in Tweet in G3:
[108] #finserv,#banking [93] enricomolinari,#chatgpt [87] #fintech,#finserv [81] #ehealth,#finserv [81] enricomolinari,#metaverse [78] gartner_inc,enricomolinari [76] #finserv,#fintech [67] #metaverse,gartner_inc [61] #chatgpt,#marketing [58] #marketing,#ehealth Top Word Pairs in Tweet in G4:
[163] #fintech,#finserv [49] enricomolinari,#chatgpt [48] gartner_inc,enricomolinari [46] #ehealth,#finserv [45] #metaverse,gartner_inc [42] enricomolinari,#metaverse [40] ralexjimenez,finmktg [40] #finserv,#banking [37] #chatgpt,#marketing [36] #finserv,ralexjimenez Top Word Pairs in Tweet in G5:
[93] #blockchain,#tech [90] psb_dc,betamoroney [87] betamoroney,efipm [85] #finserv,psb_dc [77] #tech,#finserv [76] efipm,brettking [74] brettking,spirosmargaris [71] spirosmargaris,mikeflache [60] #fintech,#finserv [58] mikeflache,enricomolinari Top Word Pairs in Tweet in G6:
[72] #fintech,#finserv [70] #finserv,#banking [27] spirosmargaris,enricomolinari [26] betamoroney,pdpsingha [26] xbond49,efipm [25] pdpsingha,albertogaruccio [25] enricomolinari,betamoroney [23] albertogaruccio,xbond49 [18] #banking,#mst [12] ripplenet,member Top Word Pairs in Tweet in G7:
[101] #cashmaster,#cashfags [90] #cashfags,#cashdrain [27] #fagtax,#fagatm [23] #finserv,#findom [22] #findom,#findomgod [19] #cashdrain,#cashsubs [17] cashmastertony1,game [16] #findom,#finserv [16] #fagatm,#finserv [13] #cashsub,#finserv Top Word Pairs in Tweet in G8:
[11] #finserv,#marketing [10] #ai,#finserv [8] #bigdata,#flutter [8] #investing,#digital [8] #iot,#data [8] #digital,#technology [8] #javascript,#ai [8] #technology,#innovation [8] #marketing,#fintech [8] #innovation,#iot Top Word Pairs in Tweet in G9:
[78] #iot,#iiot [69] #javascript,#reactjs [65] #iiot,#pytorch [58] #python,#iot [49] #reactjs,#wordpress [42] #wordpress,#security [40] #security,#defi [36] #pytorch,#javascript [28] #fintech,#insurtech [27] #html,#azure Top Word Pairs in Tweet in G10:
[11] plans,ripple [11] ripple,liquidity [11] announced,plans [11] #finserv,institutions [11] liquidity,hub [11] hear,announced [11] turnkey,solution [11] solution,#finserv [11] hub,turnkey [11] institutions,enterprises 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 G5:
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: