Understanding the `apply` Function and Its Limitations in R: The Hidden Pitfalls of Vectorized Operations

Using Custom Formulas in Pandas: Efficient Vectorized Operations

Conditional Execution of Functions in lapply using Vectorized Operations: Advanced Techniques for Simplifying Complex Logic

Using apply and mutate to create a new variable in data manipulation: A Step-by-Step Guide to Efficient Data Transformation