Interactive Visualizations
Static Visualizations
Coming soon!
Tools and Misc
Here is a collection of resources I have found really useful in my research and data-related work in general. I am sharing them here in case others find them helpful, too. It goes without saying that all credit goes to the developers of the respective tools.
Packages for R
- dtplyr: This is basically a data.table backend for dplyr, which means you get the speed of data.table with the more user-friendly syntax of dplyr.
- shiny: Build interactive web apps straight from R.
- plotly: For creating interactive and dynamic visualizations.
- renv: A project-local package management system, similar to Python’s virtualenv. It keeps your project’s R dependencies isolated and reproducible.
- here: Great for managing file paths in R projects. It creates paths relative to the root directory, making collaborations easier.
Estimators
- did: Implements augmented difference-in-differences estimators, avoiding the common pitfalls of two-way fixed effects (TWFE). See their paper: Callaway and Sant’Anna (2021)