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AllRecipes Scraper

Recipe extraction from AllRecipes including ingredients, nutrition, ratings and cook time.

Result

Structured recipes with ingredients, nutrition and ratings

Built with
PythonScrapyBeautifulSoupPostgreSQLNLTK
AllRecipes Scraper: screenshot of the delivered output

What it does

  • Extracts ingredients, instructions, nutrition info, and cook time per recipe
  • Captures user ratings, review counts, and dietary category tags
  • Categorises recipes by cuisine, meal type, and dietary restriction
  • Analyses ingredient substitution patterns and recipe variations

Who it helps

  • Meal kit companies analyse trending recipes to build their weekly menus
  • Nutrition apps populate their databases with structured recipe content
  • Supermarkets run targeted promotions based on ingredient demand signals
  • Food delivery services suggest recipes based on available local inventory

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