The graph represents a network of 3,700 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, 17 July 2019 at 13:01 UTC.
The requested start date was Tuesday, 16 July 2019 at 00:01 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, 1-hour, 21-minute period from Saturday, 13 July 2019 at 22:39 UTC to Tuesday, 16 July 2019 at 00:00 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 : 3700
Unique Edges : 6400
Edges With Duplicates : 2464
Total Edges : 8864
Number of Edge Types : 3
Mentions : 7474
Tweet : 1347
Replies to : 43
Self-Loops : 1347
Reciprocated Vertex Pair Ratio : 0.0206852992262751
Reciprocated Edge Ratio : 0.0405321782178218
Connected Components : 616
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 2404
Maximum Edges in a Connected Component : 7354
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.451434
Graph Density : 0.000472297114632881
Modularity : 0.548213
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[962] gt,gt [260] #futureofwork,#ai [186] #ai,#artificialintelligence [154] ronald_vanloon,#robot [140] #artificialintelligence,#machinelearning [129] one,best [126] #education,system [124] world,#futureofwork [123] #finland's,#education [123] system,one Top Word Pairs in Tweet in G1:
[134] gt,gt [42] #tech,#iot [38] future,work [36] #iot,#ai [34] #futureofwork,#industry40 [30] #ai,#futureofwork [29] #ai,#artificialintelligence [28] #futureofwork,#ai [28] #innovation,#robotics [26] artificial,intelligence Top Word Pairs in Tweet in G2:
[630] gt,gt [142] ronald_vanloon,#robot [131] #ai,#artificialintelligence [108] #artificialintelligence,#machinelearning [106] #futureofwork,#ai [105] #machinelearning,#ml [99] #robot,teaches [99] teaches,emotion [99] emotion,people [99] people,autism Top Word Pairs in Tweet in G3:
[25] gt,gt [15] future,work [12] #hr,#futureofwork [9] find,out [8] #futureofwork,#infographics [7] #infographics,#startups [6] completed,day [6] 21dayckchallenge,learning [6] #chatbot,#recruiting [6] industrial,revolution Top Word Pairs in Tweet in G4:
[102] #futureofwork,#ai [98] #finland's,#education [98] #education,system [98] system,one [98] one,best [98] best,world [98] world,#futureofwork [95] #ai,#digitaltransformation [94] alvinfoo,#finland's [92] #digitaltransformation,guzmand Top Word Pairs in Tweet in G5:
[129] gt,gt [32] link,gt [28] diverse,potential [28] potential,#virtualreality [28] #virtualreality,#augmentedreality [28] #augmentedreality,applications [28] applications,ravikikan [23] affect,jobs [23] jobs,different [23] different,ways Top Word Pairs in Tweet in G6:
[20] new,report [18] mckinsey_mgi,#futureofwork [17] work,america [13] people,places [12] places,today [12] today,tomorrow [11] #futureofwork,look [11] look,community [11] community,new [11] report,maps Top Word Pairs in Tweet in G7:
[28] ni,moja [28] ni,siku [26] leo,ni [26] kuongeza,ujuzi [26] ujuzi,endelevu [25] siku,ujuzi [23] ujuzi,kwa [23] kwa,vijana [23] vijana,duniani [23] kama,kijana Top Word Pairs in Tweet in G8:
[15] next,coworker [15] coworker,avatar [15] avatar,#robot [15] #robot,#robotics [15] #robotics,#artificialintelligence [15] #artificialintelligence,#ai [15] #ai,#smarthome [15] #smarthome,#futureofwork [14] aghiathchbib,next [14] #futureofwork,drjdroogha Top Word Pairs in Tweet in G9:
[6] intelligent,technologies [6] technologies,form [6] form,waves [6] waves,#innovation [6] #innovation,leaders [6] leaders,prepare [6] prepare,future [6] future,#disruption [6] #disruption,comes [5] #hr,#futureofwork Top Word Pairs in Tweet in G10:
[6] l,unité [6] jms,2020 [6] 2020,conference [6] conference,future [6] future,work [6] work,call [6] call,papers [6] papers,out [6] out,now [6] now,deadline 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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