The graph represents a network of 3,656 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 Tuesday, 12 November 2019 at 02:34 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 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, 20-hour, 40-minute period from Friday, 08 November 2019 at 04:20 UTC to Monday, 11 November 2019 at 01:01 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 : 3656
Unique Edges : 6236
Edges With Duplicates : 2847
Total Edges : 9083
Number of Edge Types : 3
Mentions : 7902
Tweet : 1115
Replies to : 66
Self-Loops : 1115
Reciprocated Vertex Pair Ratio : 0.0177293934681182
Reciprocated Edge Ratio : 0.034841075794621
Connected Components : 497
Single-Vertex Connected Components : 261
Maximum Vertices in a Connected Component : 2213
Maximum Edges in a Connected Component : 7363
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.189729
Graph Density : 0.000489722121610336
Modularity : 0.5474
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,656 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 Tuesday, 12 November 2019 at 02:34 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 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, 20-hour, 40-minute period from Friday, 08 November 2019 at 04:20 UTC to Monday, 11 November 2019 at 01:01 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1139] gt,gt [655] sex,workers [327] beginning,sex [327] workers,sex [327] workers,created [327] created,porn [327] porn,created [327] created,internet [327] internet,civilians [327] civilians,oggled Top Word Pairs in Tweet in G1:
[899] gt,gt [204] mikequindazzi,gt [102] #virtualreality,#vr [101] haroldsinnott,#ar [101] #ar,system [101] system,helps [101] helps,line [101] line,up [101] up,perfect [101] perfect,pool Top Word Pairs in Tweet in G2:
[46] #jobsoffuture,#futureofwork [38] gt,gt [33] forbes,#ai [28] artificial,intelligence [26] 100,years [25] intelligence,good [25] good,brunoaziza [25] brunoaziza,forbes [25] #ai,#ml [25] #ml,#dl Top Word Pairs in Tweet in G3:
[655] sex,workers [327] beginning,sex [327] workers,sex [327] workers,created [327] created,porn [327] porn,created [327] created,internet [327] internet,civilians [327] civilians,oggled [326] katezenlove,beginning Top Word Pairs in Tweet in G4:
[192] #enterprise,#tech [166] #tech,#technology [124] #technology,#techtrends [66] #techtrends,#emergingtech [56] gt,gt [48] #artificialintelligence,#machinelearning [46] #business,#futureofwork [45] #emergingtech,#innovation [45] #innovation,#business [45] #futureofwork,#technologynews Top Word Pairs in Tweet in G5:
[27] future,work [16] gt,gt [9] #team,#calendar [7] pros,cons [7] cons,robot [7] robot,managers [7] managers,#futurism [7] #futurism,#robot [7] #robot,#managers [7] #managers,#futureofwork Top Word Pairs in Tweet in G6:
[80] way,work [76] work,changing [74] talk,lot [74] lot,#futureofwork [74] #futureofwork,s [74] s,good [74] good,reason [74] reason,way [74] changing,organizations [73] citrix,talk Top Word Pairs in Tweet in G7:
[36] gt,gt [28] #ai,change [28] change,job [28] job,increase [28] increase,demand [28] demand,creative [28] creative,skills [28] skills,venturebeat [27] tamaramccleary,#ai [27] venturebeat,#futureofwor Top Word Pairs in Tweet in G8:
[22] passle,timothy_hughes [19] digital,transformation [17] dlaignite,#socialselling [15] #socialselling,#digitalselling [14] timothy_hughes,dlaignite [9] #leadership,#innovation [9] #jobs,#futureofwork [8] #ai,#artificialintelligence [8] gt,gt [8] make,case Top Word Pairs in Tweet in G9:
[38] well,#millennials [38] #millennials,saying [38] saying,longer [38] longer,makes [38] makes,sense [38] sense,people [38] people,work [38] work,offices [38] offices,5 [38] 5,days Top Word Pairs in Tweet in G10:
[41] #robotics,#automation [40] #innovation,#robotics [40] #automation,#ai [38] here's,robotics [38] robotics,automation [38] automation,affecting [38] affecting,u [38] u,s [38] s,workforce [38] workforce,#innovation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: