Introduction (work in progress)
Welcome back. If you haven’t come from my previous post, this follows on directly from there.
Today, we’re going to look at some transformations to get the data we really want, followed by the actual analysis.
Previously, the actual goal we want to accomplish was brushed over. What we want is to contruct tables of all possible potions, and then draw any interesting conclusions from them.
What are potions, you ask? They are a combination of ingredients (from our data) following these rules:
- Each Ingredient has up to four effects.
- A potion has an effect if two (or more) ingredients share the same effect.
- The total number of ingredients in a potion is limited to four.
- Each ingredient can only be used once per potion.
So, let’s get started!