The graph represents a network of 3,989 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 Wednesday, 27 November 2019 at 03:02 UTC.
The requested start date was Monday, 25 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 3-day, 1-hour, 59-minute period from Thursday, 21 November 2019 at 23:00 UTC to Monday, 25 November 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 : 3989
Unique Edges : 7663
Edges With Duplicates : 3535
Total Edges : 11198
Number of Edge Types : 3
Mentions : 10151
Tweet : 969
Replies to : 78
Self-Loops : 969
Reciprocated Vertex Pair Ratio : 0.0312067446835284
Reciprocated Edge Ratio : 0.0605247101891397
Connected Components : 537
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 2660
Maximum Edges in a Connected Component : 9662
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.634233
Graph Density : 0.000515145335731436
Modularity : 0.534592
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,989 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 Wednesday, 27 November 2019 at 03:02 UTC.
The requested start date was Monday, 25 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 3-day, 1-hour, 59-minute period from Thursday, 21 November 2019 at 23:00 UTC to Monday, 25 November 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:
[1626] gt,gt [358] mikequindazzi,gt [181] #artificialintelligence,#ai [162] #ai,#futureofwork [150] gt,wef [144] #enterprise,#tech [141] #ai,#artificialintelligence [139] #ai,#robotics [138] wef,mikequindazzi [134] mikequindazzi,#ai Top Word Pairs in Tweet in G1:
[1426] gt,gt [320] mikequindazzi,gt [136] gt,wef [128] wef,mikequindazzi [119] #ai,#robotics [119] #artificialintelligence,#ai [113] #ai,#futureofwork [109] haroldsinnott,#ar [106] #ai,#dl [106] #dl,#ml Top Word Pairs in Tweet in G2:
[85] #enterprise,#tech [67] #tech,#technology [61] #worktrends,#futureofwork [55] akwyz,#worktrends [49] #technology,#techtrends [44] #leadership,#futureofwork [39] gt,gt [37] #digitaltransformation,#leadership [36] global,business [36] business,disability Top Word Pairs in Tweet in G3:
[23] gt,gt [17] future,work [10] learn,more [7] collar,jobs [7] #sukuk,#fintech [7] #fintech,#futureofwork [7] #futureofwork,#sustainability [7] #sustainability,#responsible [7] #responsible,#economy [7] #economy,#sustainable Top Word Pairs in Tweet in G4:
[49] #artificialintelligence,#ai [47] #futureofwork,#artificialintelligence [46] #machine,change [46] change,world [46] world,construction [46] construction,techinsider [46] techinsider,#futureofwork [45] ronald_vanloon,#machine [45] #ai,#bigdata [36] gt,gt Top Word Pairs in Tweet in G5:
[43] gt,gt [38] create,value [36] skills,needed [36] needed,navigate [36] navigate,monumental [36] monumental,shift [36] shift,economy [36] economy,humans [36] humans,create [35] antgrasso,skills Top Word Pairs in Tweet in G6:
[30] gt,gt [22] #ai,#artificialintelligence [18] #robotics,#automation [17] #innovation,#robotics [16] #machinelearning,#bigdata [15] #5g,#futureofwork [13] #automation,#ai [12] #artificialintelligence,#jobs [12] #jobs,#futureofwork [11] ai,poses Top Word Pairs in Tweet in G7:
[51] 2019,mit_iic [48] mit_iic,global [48] global,grand [46] grand,prize [42] prize,winner [39] congratulations,2019 [35] mit_iic,congratulations [24] mit_iic,people [19] choice,award [17] people,choice Top Word Pairs in Tweet in G8:
[25] socialistes_cat,eva_granados [16] eva_granados,#futureofwork [15] #futureofwork,celebrem [15] celebrem,aquest [15] aquest,seminari [15] seminari,l'any [15] l'any,centenari [15] centenari,l'organització [15] l'organització,internacional [15] fcampalans,josemontillaa Top Word Pairs in Tweet in G9:
[25] exchangeseva,prasunjmishra [25] prasunjmishra,oraclestartup [25] oraclestartup,sventrepreneur [25] sventrepreneur,founding [19] martinhoyes,exchangeseva [19] modern,#timebanking [16] team,winning [16] innovation,impact [16] impact,award [12] #hrtech,#futureofwork Top Word Pairs in Tweet in G10:
[10] #futureofwork,#industry40 [10] #industry40,#automation [6] core,believe [6] believe,#futureofwork [6] #futureofwork,debate [6] debate,voice [6] voice,development [6] development,deployment [5] mitgoodcosjobs,core [4] important,read Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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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: