I got this data from Home Credit Default Risk | Kaggle and I just downloaded the data and loaded them and run the below. TLDR: R seems 2x as fast! using DataFrames, Statistics, DataFramesMeta using DataConvenience using CSV bureau_bal = CSV.read("bureau_balance.csv") bureau = CSV.read("bureau.csv…

R's dplyr and data.table 2x faster than Julia's DataFrames.jl + libraries

xiaodai September 29, 2020, 7:22am 5

So need to update DataFramesMeta.jl it sounds like

Topic		Replies	Views
Julia's DataFrames.jl performance on join benchmark Community dataframes	1	1361	November 6, 2019
A living post of Julia vs R's data manipulation tasks speeds Data data	21	7910	August 27, 2021
DataFrames.jl data engineering performance compared with other softwares Performance performance	6	1023	November 10, 2021
Package for tabular data Data	12	1603	November 23, 2018
The state of DataFrames.jl H2O benchmark Package Announcements dataframes	53	9717	January 1, 2025