The graph represents a network of 450 Twitter users whose recent tweets contained "IBM machine learning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 24 April 2019 at 16:44 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 54-minute period from Monday, 15 April 2019 at 11:35 UTC to Wednesday, 24 April 2019 at 16:30 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 : 450
Unique Edges : 520
Edges With Duplicates : 96
Total Edges : 616
Self-Loops : 183
Reciprocated Vertex Pair Ratio : 0.0194647201946472
Reciprocated Edge Ratio : 0.0381861575178998
Connected Components : 126
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 257
Maximum Edges in a Connected Component : 399
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.645666
Graph Density : 0.0020737441227419
Modularity : 0.678597
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[275] machine,learning [52] learning,key [42] key,weapon [40] weapon,cybersecurity [40] cybersecurity,battle [39] cesse,vendre [39] les,entreprises [38] vendre,ia [38] ia,watson [38] watson,à Top Word Pairs in Tweet in G1:
[82] machine,learning [22] learning,key [14] key,weapon [14] weapon,cybersecurity [14] cybersecurity,battle [11] alzheimer,s [8] ibm,hopes [8] hopes,machine [8] key,solving [8] solving,alzheimer Top Word Pairs in Tweet in G2:
[30] machine,learning [9] time,deeper [9] deeper,look [9] look,machine [9] learning,robot [9] robot,control [9] control,ndivhuwo [9] ndivhuwo,makondo [9] makondo,ibm [9] ibm,research Top Word Pairs in Tweet in G3:
[24] machine,learning [11] data,science [8] common,request [8] request,forbes [8] forbes,readers [8] readers,further [8] further,careers [8] careers,analytics [8] analytics,cloud [8] cloud,computing Top Word Pairs in Tweet in G4:
[33] #ibm,cesse [33] cesse,vendre [33] vendre,ia [33] ia,watson [33] watson,à [33] à,l [33] l,industrie [33] industrie,pharmaceutique [33] pharmaceutique,cause [33] cause,des Top Word Pairs in Tweet in G5:
[33] machine,learning [19] learning,key [19] key,weapon [18] #ai,#ml [17] weapon,cybersecurity [17] cybersecurity,battle [12] #ml,#dl [9] hackers,weaponize [9] weaponize,ai [9] professionals,fight Top Word Pairs in Tweet in G6:
[11] three,ways [11] ways,reinforce [11] reinforce,out [11] out,#artificialintelligence [11] #artificialintelligence,#machinelearning [11] #machinelearning,implementation [10] ibmanalytics,three [10] implementation,rea [4] new,blog [4] blog,ibm Top Word Pairs in Tweet in G7:
[11] model,without [9] code,build [9] build,data [9] data,model [9] without,worrying [9] worrying,privacy [9] privacy,issues [9] issues,associated [9] associated,real [9] real,patient Top Word Pairs in Tweet in G8:
[2] 2019,magic [2] magic,quadrant [2] quadrant,data [2] data,science [2] science,machine [2] machine,learning [2] learning,platforms [2] platforms,leaders [2] leaders,knime [2] knime,rapidminer Top Word Pairs in Tweet in G9:
[13] machine,learning [11] piattaforma,di [11] di,ingaggio [11] ingaggio,cliente [11] cliente,potenziata [11] potenziata,da [11] da,intelligenza [11] intelligenza,artificiale [11] artificiale,e [11] e,machine Top Word Pairs in Tweet in G10:
[12] open,post [12] post,doc [12] doc,position [12] position,team [12] team,ibm [12] ibm,research [12] research,zürich [12] zürich,looking [12] looking,someone [12] someone,focus Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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:
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: