Blog Archives

K-means Clustering 86 Single Malt Scotch Whiskies

December 30, 2013
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K-means Clustering 86 Single Malt Scotch Whiskies

by Luba Gloukhov The first time I had an Islay single malt, my mind was blown. In my first foray into the world of whiskies, I took the plunge into the smokiest, peatiest beast of them all — Laphroig. That same night, dreams of owning a smoker were replaced by the desire to roam the landscape of smoky single...

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A video map of the hottest songs in the US

September 21, 2012
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A video map of the hottest songs in the US

Today's guest post comes from Revolution Analytics data scientist Luba Gloukhov — ed. As a big fan of R’s ever-expanding geospatial plotting capabilities, I jumped at the chance create a map using The Million Song Dataset (MSD). For each of the 10,000 songs in the million song subset containing non-missing latitudes & longitudes and non-zero artists familiarity scores, I...

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