The graph represents a network of 3,635 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 17:31 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 16-hour, 25-minute period from Friday, 22 May 2020 at 07:35 UTC to Monday, 25 May 2020 at 00:00 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 : 3635
Unique Edges : 4460
Edges With Duplicates : 10405
Total Edges : 14865
Number of Edge Types : 5
Replies to : 98
Mentions : 3210
MentionsInRetweet : 7068
Retweet : 3468
Tweet : 1021
Self-Loops : 1198
Reciprocated Vertex Pair Ratio : 0.0342776203966006
Reciprocated Edge Ratio : 0.0662832100794303
Connected Components : 589
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 2378
Maximum Edges in a Connected Component : 13027
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.270246
Graph Density : 0.000552780214980177
Modularity : 0.371351
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,635 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 17:31 UTC.
The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 16-hour, 25-minute period from Friday, 22 May 2020 at 07:35 UTC to Monday, 25 May 2020 at 00:00 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 : GraphServerTwitterSearch
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 G2:
[598] #futureofwork,#innovation [130] work,comfortably [92] #remotework,#futureofwork [82] #innovation,#design [67] gt,gt [66] hana_elsayyed,work [64] fabriziobustama,shicooks [58] shicooks,enricomolinari [54] comfortably,#remotework [48] #design,fabriziobustama Top Word Pairs in Tweet in G3:
[176] future,work [173] remote,work [173] work,home [172] covid,19 [123] #remotework,#futureofwork [106] #covid19,#futureofwork [106] remote,working [106] genpact's,chro [104] chro,piyush [104] piyush,mehta Top Word Pairs in Tweet in G4:
[15] truck,drivers [13] drivers,work [10] wef,mikequindazzi [9] mikequindazzi,#ai [8] #ar,#vr [8] #vr,#futureofwork [6] work,remotely [6] thanks,#5g [6] #5g,million [6] million,truck Top Word Pairs in Tweet in G5:
[154] passle,timothy_hughes [154] #leadership,#futureofwork [98] #socialselling,#digitalselling [92] dlaignite,#socialselling [88] #digitalselling,#leadership [83] timothy_hughes,dlaignite [80] #futureofwork,#newnormal [77] #peopleanalytics,#futureofwork [77] sajna,rahman [77] day,online Top Word Pairs in Tweet in G6:
[38] artificial,intelligence [29] complex,work [28] work,substitute [26] substitute,routine [20] intelligence,collaborate [18] collaborate,humans [16] humans,effective [15] effective,partner [15] partner,complex [14] routine,labor Top Word Pairs in Tweet in G7:
[63] #futureofwork,#industry40 [60] gt,gt [60] #industry40,#automation [60] #ai,#iot [59] #iot,#iiot [59] #ar,infused [59] infused,#smartglasses [59] #smartglasses,demonstrate [59] demonstrate,#futureofwork [59] #iiot,#bigdata Top Word Pairs in Tweet in G8:
[53] #work,#workforce [53] #workforce,#futureofwork [50] #futureofwork,#jobs [25] #jobs,#tech [25] #tech,#millennials [24] #millennials,#genz [24] #genz,#training [24] #training,#business [24] #business,#leadership [24] #leadership,#startup Top Word Pairs in Tweet in G9:
[13] fesinasia,study [13] study,shows [13] shows,women [13] women,affected [13] affected,digitalization [12] digitalization,automation [12] automation,explores [11] explores,opportunities [11] fesinasia,fesinasia [10] future,work Top Word Pairs in Tweet in G10:
[13] angelicagallegs,yukarikingdom18 [13] yukarikingdom18,mhall55nine [13] mhall55nine,eoff_sylvia [13] bperrionni,semicvet50 [13] semicvet50,brindusab1 [13] brindusab1,ritacobix [13] marinella_maria,mariangelasant8 [13] eoff_sylvia,montynishimura [12] montynishimura,bperrionni [12] mariangelasant8,sminaev2015 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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