data.table vs dplyr: A Side-by-Side Comparison
A technical comparison of data.table and dplyr for data cleaning operations in the R programming language.
A technical comparison of data.table and dplyr for data cleaning operations in the R programming language.
A tutorial for R users on mastering data wrangling in 5 progressive levels, using the dplyr package and the Ames housing dataset.
A tutorial using custom animations to visually explain how dplyr's mutate(), summarize(), group_by(), and ungroup() functions work in R.
A retrospective on the TidyTuesday data visualization project's three-year anniversary, highlighting community growth and the importance of accessibility in data viz.
A tutorial on using the dplyr filter() function in R for data wrangling, focusing on selecting rows based on criteria.
Introducing an R package for complex survey analysis using SQL databases via dplyr/dbplyr, with a focus on hexagonal binning algorithms.
An introduction to using Tidyverse data manipulation concepts in Python, focusing on the Dplython package as an alternative to pandas.
A curated list of tutorials and resources for learning tidy evaluation (tidyeval) in R programming, focusing on non-standard evaluation techniques.
Exploring the 'srvyr' package for pipeable survey analysis in R and its integration with tidyverse conventions.
A technical tutorial on sessionizing log data using the dplyr package in R, comparing it to a previous SQL-based approach.
A talk on using the dplyr library in R for efficient and readable data manipulation, presented to the Davis R Users' Group.