An introduction to DataFrames.jl for pandas users
In this talk I present the fundamental design concepts behind DataFrames.jl to help potential users get started with using it. I show how an exemplary pandas data processing pipeline can be transferred to DataFrames.jl. Finally I discuss how DataFrames.jl integrates with the whole data science ecosystem available in the Julia language.
I am a researcher in the fields of operations research and computational social science. During the last several years I have significantly contributed to the data science packages for the Julia language. In particular, I am one of the core developers of the DataFrames.jl package.