ismailmo1 / mfp-wrapped

Data app to provide analytics for myfitnesspal users: a calorie counter and food journal

myfitnesspal WRAPPED

Visit the live website here and try it out for yourself!

Inspired by spotify's wrapped marketing campaign I wanted to create something similar to analyse my eating habits. Many people use myfitnesspal: a food diary app to track their meals and food intake - usually to help them achieve some fitness goal, however myfitnesspal's free tier provides limited capabilities to analyse this data in any meaningful way.

How it works

1. Make your myfitnesspal diary public so the app can access your food diary.

2. Enter your username and the date range in the sidebar and click 'Get Data'

3. Wait while your diary data is gathered and analysed

Analysis and Plots

You can view how many days you logged food and your totals

Play around with the interactive treemap plot to discover which foods make up your calorie intake for each macronutrient i.e. what food is your largest source of carbohydrates, fats and protein?

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Analyse adherence by viewing how well you have been sticking to your goal intake - you can measure by calories or grams for each macronutrient

View your favourite food items by which food items you logged most often in your diary.

mfp-wrapped's Issues

speed up diary scraping

Look into async python to send requests to myfitnesspal concurrently using aiohttp so we can scrape diaries quickly