The graph represents a network of 3,280 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, 03 December 2019 at 03:26 UTC.
The requested start date was Monday, 02 December 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, 9-hour, 9-minute period from Friday, 29 November 2019 at 15:50 UTC to Monday, 02 December 2019 at 01:00 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 : 3280
Unique Edges : 6726
Edges With Duplicates : 3571
Total Edges : 10297
Number of Edge Types : 3
Mentions : 9220
Tweet : 1022
Replies to : 55
Self-Loops : 1022
Reciprocated Vertex Pair Ratio : 0.0189970666294175
Reciprocated Edge Ratio : 0.0372858122001371
Connected Components : 437
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 9066
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.981175
Graph Density : 0.000678281599833382
Modularity : 0.491737
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,280 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, 03 December 2019 at 03:26 UTC.
The requested start date was Monday, 02 December 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, 9-hour, 9-minute period from Friday, 29 November 2019 at 15:50 UTC to Monday, 02 December 2019 at 01:00 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:
[2663] gt,gt [591] mikequindazzi,gt [252] #iot,#iiot [223] change,world [205] #futureofwork,#ai [185] gt,#ai [153] gt,#robotics [152] world,construction [152] top,100 [150] #ar,#vr Top Word Pairs in Tweet in G1:
[594] gt,gt [136] mikequindazzi,gt [79] #enterprise,#tech [71] #leadership,#futureofwork [66] #digitaltransformation,#leadership [64] #artificialintelligence,#ai [62] #futureofwork,#ai [62] #iot,#iiot [59] #iiot,#ai [58] #robotics,#iot Top Word Pairs in Tweet in G2:
[1921] gt,gt [412] mikequindazzi,gt [129] gt,#ai [126] #iot,#iiot [119] dhinchcliffe,wef [118] projected,economic [118] economic,value [118] value,#digitaltransformation [118] #digitaltransformation,top [118] top,100 Top Word Pairs in Tweet in G3:
[87] gt,gt [85] change,world [85] world,construction [61] #ai,#bigdata [59] #ml,#automation [59] way,control [59] control,#augmentedreality [59] #augmentedreality,world [59] world,#ar [59] #ar,#vr Top Word Pairs in Tweet in G4:
[87] way,work [83] talk,lot [83] lot,#futureofwork [83] #futureofwork,good [83] good,reason [83] reason,way [83] work,changing [83] changing,organizations [83] organizations,evolving [82] citrix,talk Top Word Pairs in Tweet in G5:
[25] #jobsoffuture,#futureofwork [20] future,work [11] gt,gt [11] #futureofwork,#hr [10] #ar,#vr [8] way,control [8] #augmentedreality,world [8] world,#ar [8] #vr,#mr [8] #mr,#tech Top Word Pairs in Tweet in G6:
[41] angelicagallegs,yukarikingdom18 [41] yukarikingdom18,mhall55nine [41] mhall55nine,eoff_sylvia [41] eoff_sylvia,montynishimura [41] montynishimura,bperrionni [41] bperrionni,semicvet50 [41] semicvet50,brindusab1 [41] brindusab1,ritacobix [38] arnabch01,angelicagallegs [11] read,#futureofwork Top Word Pairs in Tweet in G7:
[49] #futureofwork,#industry40 [43] #industry40,#automation [23] #keynotespeaker,#futuretrends [21] artificial,intelligence [21] #futuretrends,#futureofwork [20] #futureofwork,#futurejobs [17] fourth,industrial [17] industrial,revolution [16] program,workplan [16] workplan,#futureofwork Top Word Pairs in Tweet in G8:
[10] #entrepreneurs,#familybusiness [8] #familybusiness,#futureofwork [8] award,#regtech [8] #regtech,ume_kyd [7] #fund,#distributors [6] #futureofwork,#leadership [6] leaders,business [6] business,world [6] world,faced [6] faced,responsibility Top Word Pairs in Tweet in G9:
[15] #futureofwork,adaptland [10] #gtl2019,#futureofwork [8] #futureofwork,together [7] future,work [7] participants,#gtl2019 [7] adaptland,survey [7] survey,#crowdwork [7] #crowdwork,co [7] co,jgnhytcgls [6] feps_europe,participants Top Word Pairs in Tweet in G10:
[13] one,thing [13] thing,better [13] better,prepare [13] prepare,students [13] students,#futureofwork [13] #futureofwork,vote [13] vote,response [13] response,stay [13] stay,tuned [12] oecd,one Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: