The graph represents a network of 2,984 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 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:36 UTC.
The tweets in the network were tweeted over the 2622-day, 17-hour, 32-minute period from Wednesday, 02 December 2015 at 07:27 UTC to Monday, 06 February 2023 at 01:00 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 : 2984
Unique Edges : 3234
Edges With Duplicates : 10690
Total Edges : 13924
Number of Edge Types : 9
Retweet : 2988
MentionsInRetweet : 5566
Tweet : 1142
Mentions : 2767
Replies to : 148
MentionsInReplyTo : 641
MentionsInQuoteReply : 3
Quote : 108
MentionsInQuote : 561
Self-Loops : 2069
Reciprocated Vertex Pair Ratio : 0.0491803278688525
Reciprocated Edge Ratio : 0.09375
Connected Components : 548
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 1742
Maximum Edges in a Connected Component : 11405
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.105342
Graph Density : 0.000603958625239179
Modularity : 0.318959
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,984 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 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:36 UTC.
The tweets in the network were tweeted over the 2622-day, 17-hour, 32-minute period from Wednesday, 02 December 2015 at 07:27 UTC to Monday, 06 February 2023 at 01:00 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 : 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[243] #ai,#artificialintelligence [223] #futureofwork,#leadership [182] #iot,#iiot [181] mitchzenger,synctrics [168] #motivation,#futureofwork [165] #ai,#ml [161] #innovation,#tech [160] future,work [150] #worklife,#motivation [129] #iiot,#iotpl Top Word Pairs in Tweet in G1:
[211] #ai,#artificialintelligence [178] #iot,#iiot [128] #iiot,#iotpl [110] #ai,#ml [107] #iotpl,#iotcl [100] #artificialintelligence,#mi [95] #mi,#robotics [77] #tech,#technology [71] gigadgets_,#ai [69] #tech,#emergingtech Top Word Pairs in Tweet in G2:
[137] #futureofwork,#leadership [135] #worklife,#motivation [125] #motivation,#futureofwork [108] #innovation,#tech [71] #tech,#ces2023 [70] #leadership,#worklifebalance [62] mouse,prevents [62] terenceleungsf,frronconi [62] strain,placing [62] reduces,muscular Top Word Pairs in Tweet in G3:
[42] future,work [32] #wfh,#remoteworking [32] #workfromhome,#wfh [32] #remotejobs,#workfromhome [32] #remotework,#remotejobs [32] #remoteworking,#futureofwork [32] remote,job [20] #readyfornext,#areyouready [20] #futureofwork,#readyfornext [19] #industryinsights,#marketingtrends Top Word Pairs in Tweet in G4:
[181] mitchzenger,synctrics [59] #futureofwork,#leadership [58] people,analytics [39] analytics,data [37] synctrics,#futureofwork [37] need,better [33] together,teams [33] 'future,work' [33] teams,mitchzenger [30] hr,tech Top Word Pairs in Tweet in G5:
[64] sumiconline,genuine [64] visit,website [64] quality,products [64] save,big [64] products,save [64] make,those [64] website,make [64] big,visit [64] trust,sumiconline [64] genuine,quality Top Word Pairs in Tweet in G6:
[21] #futureofwork,#everyone [21] future,work [20] #everyone,#nftcommunity [16] #nftcommunity,#web3community [8] company,announcing [8] job,market [8] eliminating,layers [8] #layoffs,soon [8] announcing,flattening [8] soon,announcing Top Word Pairs in Tweet in G7:
[59] #iot,#5g [41] #bigdata,#analytics [39] #ai,#iot [37] cheat,sheet [37] #datascience,#cybersecurity [27] #cybersecurity,#bigdata [27] #analytics,#ai [26] #sql,cheat [26] best,#sql [26] #machinelearning,#datascience Top Word Pairs in Tweet in G8:
[48] #hrtech,#corpgov [48] #corpgov,#salesforce [48] #csr,#csuite [48] #finserv,#csr [48] #salesforce,#finserv [27] #hr,#futureofwork [23] #shrm,#fintech [23] #payments,#startup [23] #futureofwork,#humanresources [23] #crm,#sales Top Word Pairs in Tweet in G9:
[22] #25thnhrdnc,#futureofwork [19] thiruhr,great [18] #hroftomorrow,#futureofwork [16] #25thnhrdnc,nhrdn [15] nhrdn,nhrdnhyd [15] looking,forward [14] great,day [14] #futureofwork,#hroftomorrow [14] decoding,future [12] #25thnhrdnc,#hroftomorrow Top Word Pairs in Tweet in G10:
[2] mhall55nine,eoff_sylvia [2] yukarikingdom18,mhall55nine [2] frisesally,sminaev2015 [2] chantalsimonato,angelicagallegs [2] sminaev2015,chantalsimonato [2] angelicagallegs,yukarikingdom18 [2] eoff_sylvia,semicvet50 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 Replied-To in G10:
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: