DataFrames.jl 1.0 Tutorial - Introduction and Advanced Functionalities

DataFrames.jl 1.0 Tutorial - Introduction and Advanced Functionalities

Dive into a comprehensive 3-hour workshop on DataFrames.jl 1.0, presented at JuliaCon 2021. Learn to create, manipulate, and analyze data frames in Julia, covering topics such as basic DataFrame operations, file I/O with CSV.jl and Arrow.jl, indexing, filtering, sorting, joining, reshaping, and column transformations. Explore advanced functionalities like bootstrapping and custom sorting. Follow along with hands-on examples, including building a predictive model and creating plots with error bars. Suitable for those with prior experience in data frames from R or Python, this tutorial provides a solid foundation for working with DataFrames.jl in your data analysis projects.