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A comment on A Billion Rows per Second: Metaprogramming Python for Big Data [video]. Parent comment
[1] http://en.wikipedia.org/wiki/Column-oriented_DBMS
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[1] http://en.wikipedia.org/wiki/Column-oriented_DBMS