The graph represents a network of 3,953 Twitter users whose recent tweets contained "FutureOfWork", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 13 February 2019 at 21:13 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 53-minute period from Tuesday, 12 February 2019 at 20:18 UTC to Wednesday, 13 February 2019 at 21:12 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.
Vertices : 3953
Unique Edges : 14084
Edges With Duplicates : 8151
Total Edges : 22235
Self-Loops : 901
Reciprocated Vertex Pair Ratio : 0.026586675086833
Reciprocated Edge Ratio : 0.0517962598425197
Connected Components : 539
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 2595
Maximum Edges in a Connected Component : 20448
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.995009
Graph Density : 0.00104056674016864
Modularity : 0.406764
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2045] gt,gt [650] via,mikequindazzi [394] mikequindazzi,gt [368] ai,iot [261] wef,via [249] iot,ai [246] pwc,via [245] diioannid,grattonboy [240] grattonboy,dinisguarda [237] iot,futureofwork Top Word Pairs in Tweet in G1:
[624] gt,gt [218] via,mikequindazzi [161] ai,iot [124] mikequindazzi,gt [115] future,technology [115] 4ir,automation [115] automation,bigdata [111] machinelearning,futureofwork [105] digitaltransformation,future [105] analytics,4ir Top Word Pairs in Tweet in G2:
[1198] gt,gt [377] via,mikequindazzi [220] mikequindazzi,gt [181] diioannid,grattonboy [178] grattonboy,dinisguarda [170] dinisguarda,paula_piccard [167] ai,iot [165] pwc,via [157] paula_piccard,gvalan [148] gt,pwc Top Word Pairs in Tweet in G3:
[32] help,people [32] people,adapt [32] adapt,futureofwork [28] adultlearning,futureofwork [27] https,t [27] t,co [25] improve,adultlearning [25] co,spsvipb8ns [25] spsvipb8ns,adultskills [21] countries,urgent Top Word Pairs in Tweet in G4:
[12] future,work [9] ai,futureofwork [9] futureofwork,ai [8] webcast,workplacecompliance [8] workplacecompliance,spotlight [8] spotlight,critical [8] critical,insights [8] insights,best [8] best,practices [8] practices,relating Top Word Pairs in Tweet in G5:
[170] gt,gt [43] wef,via [43] via,mikequindazzi [42] mikequindazzi,gt [40] gt,wef [39] 7,amazing [39] amazing,ways [39] ways,ai [39] ai,transforming [39] transforming,healthcare Top Word Pairs in Tweet in G6:
[28] futureofwork,automation [28] innovation,smartcity [28] smartcity,videos [28] videos,rt [28] rt,cc [27] robots,soon [27] soon,1 [27] 1,out [27] out,4 [27] robotics,artificialintelligence Top Word Pairs in Tweet in G7:
[12] check,out [10] automation,futureofwork [9] 190m,americans [9] outside,urban [9] urban,centers [9] centers,major [9] major,disadvantage [9] disadvantage,futureofwork [9] newamerica,announces [9] announces,ruralshiftlabs Top Word Pairs in Tweet in G8:
[26] 5,insights [25] usa,weempower [24] insights,futureofwork [24] futureofwork,re [24] re,major [24] major,transition [24] transition,create [24] create,fast [24] fast,upskilling [24] upskilling,re Top Word Pairs in Tweet in G9:
[20] industry40,automation [19] futureofwork,industry40 [13] smartwork,remoteworking [13] remoteworking,futureofwork [12] remotework,smartwork [10] futureofwork,socialenterprise [8] long,prosperous [8] prosperous,careers [8] careers,depend [8] depend,individuals Top Word Pairs in Tweet in G10:
[5] que,de [5] de,la [5] fintech,insurtech [5] digitaltransformation,futureofwork [4] insurtech,futureofwork [3] insurtech,digitaltransformation [3] madiord,idrissaberkane [3] idrissaberkane,quoi [3] quoi,de [3] de,mieux Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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