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Pokemon with stats

This repository analyzes Pokémon battle statistics, including:

  1. Assess whether Pokémon tend to be stronger in attack-oriented or defense-oriented statistics across Pokémon types (Aim 1)
  2. Determine whether dual-type Pokémon have higher overall battle-related statistics compared to single-type Pokémon (Aim 2)

How to Build

  • Restore the exact package versions used in this analysis: make install
  • Build the report: make project_3.html

Folder Structure

  • data/ — Raw Pokémon dataset (Pokemon.csv)
  • code/ — R scripts:
    • 01_data_cleaning.R — Cleans the Pokémon dataset
    • 02_aim1_analysis.R — Generates the table for Aim 1 (output/aim1.rds)
    • 03_aim2_analysis.R — Generates the figure for Aim 2 (output/aim2.png)
    • 04_render_report.R — Renders project_3.Rmd into project_3.html
  • output/ — Generated outputs: aim1.rds (table), aim2.png (figure)
  • project_3.Rmd — R Markdown report combining Aims 1 and 2
  • Makefile — Automates building outputs and the report
  • renv/ — renv project environment files (activate.R, settings.json, .gitignore)
  • renv.lock — Lock file listing exact package versions
  • .Rprofile — Project R profile for renv

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