Visualize Data and Predict Trends

Futures Dex

A one-stop cryptocurrency statistics visualization and optimized prediction platform

Futures Dex has three features: Charts, Futures, and Regression. Futures Dex Charts and Futures Dex Regression requests graphical data from our RESTful Flask API. This graphical data is made by aggregating and manipulating data from CoinCompare's API with Pandas, then utilizing this data as input for Seaborn and Matplotlib. Futures Dex Regression also requires predictions which is generated using historical data as training and testing data for Scikit-Learn . Futures Dex Futures utilizes Recharts instead of our Flask Api to add interactability and animations while utilizing Binance's Developer API for reliable, historical data.

  • Technologies. Typescript, ReactJS, NextJS, TanStack Query, Tailwind CSS, Flask, Pandas, Seaborn, Matplotlib, Scikit-Learn