The graph represents a network of 3,523 Twitter users whose recent tweets contained "#FutureOfWork", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 1/16/2024 4:00:25 PM. The network was obtained from Twitter on Wednesday, 17 January 2024 at 01:32 UTC.
The tweets in the network were tweeted over the 2189-day, 16-hour, 32-minute period from Thursday, 18 January 2018 at 07:26 UTC to Tuesday, 16 January 2024 at 23:58 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 : 3523
Unique Edges : 4237
Edges With Duplicates : 5910
Total Edges : 10147
Number of Edge Types : 8
Retweet : 1758
Mentions : 3623
Tweet : 2656
MentionsInRetweet : 1291
Replies to : 227
MentionsInReplyTo : 187
Quote : 131
MentionsInQuote : 274
Self-Loops : 3200
Reciprocated Vertex Pair Ratio : 0.0479771784232365
Reciprocated Edge Ratio : 0.0915614946795348
Connected Components : 1430
Single-Vertex Connected Components : 1171
Maximum Vertices in a Connected Component : 1433
Maximum Edges in a Connected Component : 6849
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.282125
Graph Density : 0.000325676825107918
Modularity : 0.374737
NodeXL Version : 1.0.1.528
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=294300
Data Import : The graph represents a network of 3,523 Twitter users whose recent tweets contained "#FutureOfWork", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 1/16/2024 4:00:25 PM. The network was obtained from Twitter on Wednesday, 17 January 2024 at 01:32 UTC.
The tweets in the network were tweeted over the 2189-day, 16-hour, 32-minute period from Thursday, 18 January 2018 at 07:26 UTC to Tuesday, 16 January 2024 at 23:58 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 : TwitterSearch3
Graph Term : #FutureOfWork
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:
[316] future,work [176] #ai,#artificialintelligence [165] #ai,#futureofwork [160] #iot,#5g [154] #technology,#innovation [149] central,business [147] vision,hybrid [147] laurent,degré [147] cisco's,paris [147] degré,shares Top Word Pairs in Tweet in G1:
[161] future,work [147] central,business [144] business,district [144] shares,vision [144] near,arc [144] hybrid,native [144] workplace,central [144] vision,hybrid [144] #ciscoparisoffice,#futureofwork [144] embodying,'magnet Top Word Pairs in Tweet in G2:
[152] #iot,#5g [104] #ces,#ces2024 [102] #ai,#ces [92] #ces2024,#mwc24 [78] #technology,#innovation [77] #futureofwork,#digital [76] different,styles [76] #digital,#technology [76] learning,ilslearning [76] ilslearning,#education Top Word Pairs in Tweet in G3:
[110] #ai,#artificialintelligence [68] #innovation,#futureofwork [63] #tech,#technology [56] #mi,#robotics [55] #bigdata,#ml [55] #ai,#aiio [55] #aiio,#bigdata [55] #nlu,#futureofwork [55] #ml,#nlu [49] #artificialintelligence,#mi Top Word Pairs in Tweet in G4:
[49] #worktrends,#futureofwork [46] akwyz,#worktrends [45] #futureofwork,#wef24 [42] generative,#ai [37] ana,kreacic [37] mean,workplace [37] #ai's,advancement [37] advancement,mean [37] workplace,join [37] ravin,jesuthasan Top Word Pairs in Tweet in G5:
[23] future,work [19] #iot,#sustainability [19] #edge,#futureofwork [19] #cloud,#edge [19] #5g,#cloud [18] #futureofwork,#infrastructure [16] antgrasso,#futureofwork [16] #construction,#iot [15] #insideoutsourcing,#futureofwork [15] #ai,#5g Top Word Pairs in Tweet in G6:
[25] #artificialintelligence,#machinelearning [22] #fintech,#futureofwork [22] #machinelearning,#generativeai [14] #fintech,#artificialintelligence [11] #futureofwork,#artificialintelligence [11] #generativeai,#futureofwork [9] hard,#truth [9] #software,#johnnaughton [9] better,#software [9] #truth,#ai Top Word Pairs in Tweet in G7:
[15] #futureofwork,#wef24 [14] #ces,#ces24 [14] #ai,#govtech [14] #futureofwork,#generativeai [13] #marketing,#fintech [13] #govtech,#marketing [13] #finserv,#futureofwork [13] #ces2024,#ai [13] #fintech,#finserv [13] #ces24,#ces2024 Top Word Pairs in Tweet in G8:
[31] jff,horizons [31] conference,jobs [31] future,resource [31] resource,developing [31] horizons,2018 [31] today,session [31] session,jff [31] jobs,future [31] flattered,open [31] open,today Top Word Pairs in Tweet in G9:
[47] channels,time [47] phase,jobai [47] time,updates [47] stay,tuned [47] roadmap,phase [47] jobai,journey [47] updates,splurge [47] splurge,each [47] each,roadmap [47] official,channels Top Word Pairs in Tweet in G10:
[12] workday,doubles [12] hard,stuff [12] doubles,down [12] stuff,focus [12] down,hard [11] payroll,workforce [11] workforce,management [11] management,eap [11] focus,payroll [10] enterprises,need Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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