Foundation Shades Across the Globe App. Cosmetics data visualization dashboard built with Dash for studying the best selling brands across US, Japan, Indian, and Nigeria.

This project is designed to show information about cosmetics and how safe they are. The program creates a telegram bot. To use it, user need to send the photo of the composition of ingredients of a cosmetics product. Then he/she receives data about the safety of those ingredients and (if one wants) additional information about them.

GitHub repository for Streamlit app on FDA's product recalls