CryptoPlace

Next.js web application providing latest crypto information and crypto news. Also includes machine learning models with a Flask and Redis backend for sentiment analysis and price prediction.

Docker Images

Client Docker Image || Server Docker Image

MODULE 1: Homepage

Gets crypto information from Coinranking API and news information from Bing News API. Styled using Tailwind CSS.

MODULE 2: Cryptocurrencies Page

Lists top 50 cryptocurrencies. Can also search for a particular cryptocurrency.

MODULE 3: News page

Displays latest crypto related news. Can filter news topic according to various tags.

MODULE 4: Crypto details with price chart

complete information about particular cryptocurrency. Also includes interactive price chart made using react-chartjs-2.

MODULE 5: Login and Registration

User authentication for machine learning modules and watchlist module using Firebase Auth.

MODULE 6: Watchlist

User can add cryptocurrencies to watchlist. Data is stored using Redis.

MODULE 7: Machine learning modules

Includes two ML modules.

1. Sentiment analysis of 50 recent tweets for a particular cryptocurrency provided by Twitter API.
2. Price prediction for the next 15 days of a particular cryptocurrency using NeuralProphet model.