- What is the most common ingidients across all recipes? Top 3-5-10 ingidients.
- What is the most ingidient(s) by State?
- Which state has more avarage number of reivews?
- What most loved (analyzed by nubmber of reviews/rating) dish each state have? Like Arizona - beef.
- What is an avarage Prep/Cook time per State?
- What is an avarage Servings per State?
- Which state has the biggest avarage of Calories/Fat/Carbs/Protein/etc?
- What is the most popular recipes category?
- What is the avarage reviews/rating count per category?
- What is the most popular recipe provider (Recipe by "...")
- Arizona has higher avarage reviews: 418.
- Desserts category is the most popular.
- Avarage recipe Rating: 4, Reviews: 132.
- Category with the higher number of reviews is 'Bread': 7722 reviews.
- Most reviewed dish
- Avarage cook time (preparation and cooking itself) is around 183.4 miuntes.
- Italian, Pork and Everyday cooking categories has the longest total cook time.
- Top categories with avarage highest servings: Cookies (36), Sauces and condiments (26), Everyday cooking (24).
- Wayoming has the longest avarage cook time: 159 min.
- Illinoins has the highest calories.
- Highest nutritions per category:
- Calories: Everyday Cooking (2057g)
- Fat: Meat and Poultry (170g)
- Carbs: Mini Foods (177g)
- Protein: Seafood (118g)
Publicly available from the AllRecipes - U.S. Recipes by State. Not an API, parsed by myself using own script.
Every recipes from all states has been collected.
- Exploratory analysis.
- Python. Refer to
requriments.txt
for all packages.
- Extract individual ingridient.
- Properly sort stacked bar chart.
Kaggle dataset: https://www.kaggle.com/datasets/dimitryzub/allrecipes-all-us-recipes-by-state