The graph represents a network of 4,955 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, 17 November 2020 at 20:04 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 23-hour, 39-minute period from Wednesday, 11 November 2020 at 11:20 UTC to Saturday, 14 November 2020 at 11:00 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 : 4955
Unique Edges : 5498
Edges With Duplicates : 13056
Total Edges : 18554
Number of Edge Types : 5
Tweet : 1864
Retweet : 4717
MentionsInRetweet : 8074
Mentions : 3796
Replies to : 103
Self-Loops : 2104
Reciprocated Vertex Pair Ratio : 0.0395920815836833
Reciprocated Edge Ratio : 0.0761684939411425
Connected Components : 937
Single-Vertex Connected Components : 532
Maximum Vertices in a Connected Component : 3050
Maximum Edges in a Connected Component : 15805
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.50081
Graph Density : 0.000352995286199127
Modularity : 0.38737
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,955 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, 17 November 2020 at 20:04 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 23-hour, 39-minute period from Wednesday, 11 November 2020 at 11:20 UTC to Saturday, 14 November 2020 at 11:00 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 Entire Graph:
[340] #iot,#iiot [296] #rstats,#reactjs [202] future,workforce [200] key,competing [200] competing,against [198] creativity,key [196] ai,future [195] against,ai [195] workforce,here's [195] future,work Top Word Pairs in Tweet in G1:
[120] #automation,#innovation [99] #futureofwork,#automation [97] #vr,#iot [93] #tech,#robotics [93] #robotics,#drones [92] #drones,#ai [90] #ai,#ar [85] #ar,#vr [81] #bigdata,#ml [80] #aiio,#bigdata Top Word Pairs in Tweet in G2:
[29] future,work [15] next,normal [14] don,miss [14] miss,kris [14] kris,jackson [14] jackson,november [14] november,18 [14] 18,live [14] live,linkedin [14] linkedin,00pm Top Word Pairs in Tweet in G3:
[81] #nonprofit,#csr [79] #community,#education [76] #csr,#community [76] #education,#sustainability [76] #sustainability,#nonprofits [76] #nonprofits,#volunteering [76] #volunteering,#communities [76] #communities,#yanggang [76] #yanggang,#ubi [59] #ubi,#futureofwork Top Word Pairs in Tweet in G4:
[303] #iot,#iiot [264] #rstats,#reactjs [167] #reactjs,#iot [155] #analytics,#machinelearning [155] #iiot,#linux [140] #machinelearning,#ai [128] #selfdrivingcars,#bigdata [122] #ai,#iot [114] #datascientist,#selfdrivingcars [107] #datascience,#ai Top Word Pairs in Tweet in G5:
[170] key,competing [170] competing,against [167] creativity,key [167] against,ai [167] ai,future [167] future,workforce [167] workforce,here's [163] wef,creativity [162] here's,#futureofwork [161] #futureofwork,#artific Top Word Pairs in Tweet in G6:
[80] workforce,exponential [80] exponential,growth [80] growth,productivity [80] productivity,information [80] information,sharing [80] sharing,mobility [80] mobility,collaboration [76] digital,workforce [75] antgrasso,digital [75] collaboration,reshaping Top Word Pairs in Tweet in G7:
[17] #futureofwork,reality [17] reality,show [15] dhinchcliffe,constellationr [14] constellationr,#futureofwork [14] citrix,rv [13] stay,tuned [13] tuned,dhinchcliffe [12] show,launches [12] soon,hit [12] hit,road Top Word Pairs in Tweet in G8:
[23] #flexibleworkspace,news [23] news,daily [23] daily,digest [11] #futureofwork,#business [9] #business,#workspace [8] allwork_space,#flexibleworkspace [8] coworking,europe [8] #coworking,#coworkingspace [7] #coworkingspace,#futureofwork [6] #futureofwork,#remotework Top Word Pairs in Tweet in G9:
[77] data,fuel [77] fuel,#futureofwork [77] data,bundle [77] bundle,100 [75] 100,attendees [59] #futureofwork,giving [50] attendees,#ndes2020 [48] giving,10gb [48] 10gb,data [39] #ndes2020,hurry Top Word Pairs in Tweet in G10:
[41] #construction,#iot [40] #5g,#cloud [39] #sustainability,#ai [39] #ai,#5g [37] #iot,#sustainability [36] #cloud,#edge [36] #edge,#futureofwork [19] #futureofwork,#infrastruture [18] #futureofwork,#infrastructure [18] idc,konica 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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Top Tweeters in G10: