“pancake with orange and blueberries beside scattered chocolate and coffee beans” by on Monika Grabkowska Unsplash An essential part of Groceristar’s Machine Learning team is working with different food datasets, and we spend a lot of time searching, combining or intersecting different datasets to get data that we need and can use in our work. Given that it might help someone else, we decided to list all helpful datasets in one place. Datasets Kaggle: Burritos in San Diego CHI Restaurant Inspections EPIRecipes Food and Drink archive Food choices Food Ingredient List Global Food Prices Health Nutrition and Population Statistics Instacart Market Basket Analysis Pizza restaurants and the pizza they sell Restaurant data with consumer ratings US Healthcare Data Vegetarian Vegan Restaurants What’s on the menu World Food Facts YouTube videos, can be filtered by different keywords Other sources: AUSNUT 2011–13 food nutrient database Cuisine Classifying FAOSTAT Database (Food and Agriculture Organization Statistics) Farm-Oriented Open Data Food and Agriculture Organization of the United Nations Food Composition Food composition database for nutrient intake Food Repo & Food Opendata FOODSECURE — Food and nutrition security in long term perspective HumData Food Prices Open Grocery Database Project New York Times Food data from their cooking website Open Recipes Database Dump Need different datasets? Recently, Google published a separate project that can help to search for different types of datasets. You can find all of these datasets at _Edit description_toolbox.google.com Dataset Search Want to learn more? Additionally, if you want to learn more about data, machine learning, deep learning — you should check this repository: _A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python…_github.com ageron/handson-ml If you believe we forgot a helpful dataset, please add a comment below with a link to the dataset. Clap few times, if you like this article. Woman Clapping by Moncho Massé
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