The graph represents a network of 3,948 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, 28 August 2019 at 13:13 UTC.
The requested start date was Tuesday, 27 August 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, 37-minute period from Saturday, 24 August 2019 at 22:22 UTC to Tuesday, 27 August 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 : 3948
Unique Edges : 7225
Edges With Duplicates : 1971
Total Edges : 9196
Number of Edge Types : 3
Mentions : 7795
Tweet : 1340
Replies to : 61
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.0141549899914212
Reciprocated Edge Ratio : 0.0279148456224447
Connected Components : 661
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 2615
Maximum Edges in a Connected Component : 7616
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.167493
Graph Density : 0.000455182639065901
Modularity : 0.611109
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[828] gt,gt [590] #robots,#robotics [559] #robotics,#ai [532] arms,inspired [532] inspired,octopus [531] #robotic,tentacles [531] tentacles,here [531] here,robotic [531] robotic,arms [530] octopus,mashable Top Word Pairs in Tweet in G1:
[643] gt,gt [175] mikequindazzi,gt [118] wef,mikequindazzi [82] gt,wef [66] #futureofwork,nevillegaunt [64] 2022,employers [64] employers,expect [64] expect,#ai [64] #ai,boost [64] boost,#business Top Word Pairs in Tweet in G2:
[501] #robotic,tentacles [501] tentacles,here [501] here,robotic [501] robotic,arms [501] arms,inspired [501] inspired,octopus [501] octopus,mashable [501] mashable,#robots [501] #robotics,#ai [500] julez_norton,#robotic Top Word Pairs in Tweet in G3:
[157] #ai,#robot [156] human,power [156] power,future [156] future,through [156] through,#automation [156] #automation,#robotic [156] #robotic,intel [156] intel,#ai [156] #robot,#futureofwork [154] alvinfoo,human Top Word Pairs in Tweet in G4:
[18] future,work [11] hr,leaders [10] hrconfes,david_green_uk [10] david_green_uk,prepare [10] prepare,next [10] next,generation [10] generation,hr [10] leaders,vi [8] jacobm,organizations [8] organizations,need Top Word Pairs in Tweet in G5:
[47] gt,gt [30] thx4rt,fr [30] fr,hrcurator [23] demands,#leadership [23] #leadership,heavy [23] heavy,learn [23] learn,build [23] build,work [23] work,life [23] life,balance Top Word Pairs in Tweet in G6:
[49] #ar,adding [49] adding,new [49] new,dimensions [49] dimensions,books [49] books,#emergingtechnologies [49] #emergingtechnologies,#augmentedreality [49] #augmentedreality,#vr [49] #vr,#ai [49] #ai,#futureofwork [49] #futureofwork,#iot Top Word Pairs in Tweet in G7:
[62] 20,ways [62] ways,achieve [62] achieve,#digitaltransformation [62] #digitaltransformation,#emergingtech [62] #emergingtech,#industry40 [62] #industry40,#ai [62] #ai,#datascience [62] #datascience,#iot [62] #iot,#robots [62] #robots,#robotics Top Word Pairs in Tweet in G8:
[29] young,people [21] oecd,edu_employers [16] one,key [16] key,conversations [16] conversations,#g7biarritz [16] #g7biarritz,#skills [16] #skills,lifelong [16] lifelong,learning [16] learning,up [16] up,re Top Word Pairs in Tweet in G9:
[30] talented,need [27] need,degree [27] degree,talented [27] need,job [27] job,degree [27] degree,way [27] way,measure [26] opptyatwork,need [7] college,degree [7] degree,immediately Top Word Pairs in Tweet in G10:
[9] stratandbiz,#futureofwork [8] six,key [8] key,elements [8] elements,successful [8] successful,upskilling [8] upskilling,initiative [8] initiative,stratandbiz [7] #innovation,#technology [7] strategyand,six [5] #entrepreneurs,transforming 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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