search

dennismdan / recipe_explorer

Food Exploration with Machine Learning
1 stars 4 forks source link

Function to Clean Dataset #3

Open oburch opened 3 years ago

oburch commented 3 years ago

The API should have robust data cleaning capability. Its impossible for an algorithm to run well if the ingredient lists aren't effective.

  1. This cleaning should turn the strings into lists
  2. Drop nulls
  3. Drop recipes with below minimum ingredient list
  4. Drop recipes with unreadable ingredients
oburch commented 3 years ago

I'll be working on this this weekend 4/3-4/4