The graph represents a network of 2,849 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, 17 February 2020 at 03:32 UTC.
The requested start date was Monday, 17 February 2020 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 1-day, 9-hour, 29-minute period from Friday, 14 February 2020 at 02:54 UTC to Saturday, 15 February 2020 at 12:23 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 : 2849
Unique Edges : 5297
Edges With Duplicates : 6920
Total Edges : 12217
Number of Edge Types : 4
MentionsInRetweet : 8638
Tweet : 1013
Mentions : 2492
Replies to : 74
Self-Loops : 1013
Reciprocated Vertex Pair Ratio : 0.0188039979671354
Reciprocated Edge Ratio : 0.0369138676421683
Connected Components : 572
Single-Vertex Connected Components : 317
Maximum Vertices in a Connected Component : 1605
Maximum Edges in a Connected Component : 10458
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.063849
Graph Density : 0.000741192454675601
Modularity : 0.393878
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,849 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, 17 February 2020 at 03:32 UTC.
The requested start date was Monday, 17 February 2020 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 1-day, 9-hour, 29-minute period from Friday, 14 February 2020 at 02:54 UTC to Saturday, 15 February 2020 at 12:23 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:
[648] gt,gt [274] 10,jobs [274] years,ago [272] 10,years [271] jobs,exist [271] exist,10 [232] #techforgood,#tech4good [187] ago,wef [187] wef,jamesvgingerich [187] jamesvgingerich,#techforgood Top Word Pairs in Tweet in G1:
[69] gt,gt [56] #futureofwork,#healthtech [53] problems,wef [50] ways,#artificialintelligence [50] #artificialintelligence,approaching [50] approaching,world [50] world,biggest [50] biggest,problems [50] wef,#ai [48] #ai,#5g Top Word Pairs in Tweet in G2:
[533] gt,gt [241] 10,jobs [241] jobs,exist [241] exist,10 [241] 10,years [241] years,ago [207] #techforgood,#tech4good [177] #ai,achieve [176] 2029,produce [176] 2059,conduct Top Word Pairs in Tweet in G3:
[14] future,work [8] average,life [8] life,expectancy [8] expectancy,increasing [8] increasing,result [8] result,people [8] people,working [8] working,longer [7] longer,employers [7] employers,address Top Word Pairs in Tweet in G4:
[142] yukarikingdom18,mhall55nine [141] mhall55nine,eoff_sylvia [138] angelicagallegs,yukarikingdom18 [115] bperrionni,semicvet50 [103] eoff_sylvia,montynishimura [103] montynishimura,bperrionni [103] semicvet50,brindusab1 [72] brindusab1,ritacobix [54] montynishimura,brindusab1 [51] brindusab1,hakflak Top Word Pairs in Tweet in G5:
[38] 2050,average [38] average,european [38] european,47 [38] 47,years [38] years,old [38] old,half [38] half,million [38] million,centenarians [37] euronews,2050 [37] centenarians,#futureofwork Top Word Pairs in Tweet in G6:
[27] #futureofwork,#industry40 [19] #industry40,#automation [6] last,week's [6] week's,engaging [6] engaging,news [6] #blockchain,disrupt [6] disrupt,#telecom [6] #telecom,industry [6] industry,#5g [6] #5g,#iot Top Word Pairs in Tweet in G7:
[18] #iot,#futureofwork [17] #foldabletv,reality [17] reality,#ai [17] #ai,#artificialintelligence [17] #artificialintelligence,#iot [17] #futureofwork,#emergingtechnologies [16] yourtechdiet,#foldabletv [16] #emergingtechnologies,terenceleung [10] blockchain,skills [10] skills,career Top Word Pairs in Tweet in G8:
[43] more,#robots [43] #robots,work [43] work,#usa [43] #usa,before [43] before,darshan_h_sheth [43] darshan_h_sheth,#mwc20 [43] #mwc20,#ai [43] #ai,#futureofwork [39] #futureofwork,#digitaltransformation [37] darshan_h_sheth,more Top Word Pairs in Tweet in G9:
[9] german,billrmcdermott [9] billrmcdermott,lead [9] lead,servicenow [9] servicenow,league [9] league,ckerkmann [9] ckerkmann,handelsblatt [5] handelsblatt,contellationr [3] great,employee [3] employee,experience [3] experience,best Top Word Pairs in Tweet in G10:
[9] tickets,#futureofwork [8] #dailymotivation,millennials [8] millennials,probably [8] probably,idea [8] idea,floppy [8] floppy,disk [8] disk,grab [8] grab,tickets [7] yourstoryco,#dailymotivation [5] future,work Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: