Reviewed and Enhanced R Data Processing Scripts

📅 2023-06-09 — Session: Reviewed and Enhanced R Data Processing Scripts

🕒 09:05–09:30
🏷️ Labels: R Programming, Data Manipulation, Feedback, Documentation, Geojson
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal: The primary aim of this session was to review the PanelMatch.Rmd file and enhance various R data processing scripts for improved efficiency and functionality.

Key Activities:

• Provided feedback on the PanelMatch.Rmd document, focusing on organization, content accuracy, and writing style.
• Developed R scripts to dynamically set working directories and load data based on the operating system (MacOS or Windows) using parallel processing.
• Explained code for extracting data from GeoJSON files using R and dplyr.
• Demonstrated reading CSV files and selecting specific columns using readr and dplyr.
• Provided code snippets for removing geometry columns from data frames and creating comprehensive treatment data frames using data manipulation functions.
• Filtered covariate data frames with dplyr and created comprehensive covariate data frames using advanced data manipulation techniques.

Achievements:

• Successfully provided constructive feedback on the PanelMatch.Rmd file.
• Enhanced R scripts for data loading and manipulation, improving code efficiency and clarity.

Pending Tasks:

• Further suggestions for improvement on the PanelMatch.Rmd file are planned for future sessions.