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Forecasting Stocks and Crypto prices using Redis, Prophet and Grafana

This project demonstrates how to analyze Stocks and Crypto historical data stored as RedisTimeSeries using serverless engine RedisGears, Facebook’s Prophet Model to predict prices and Redis plugins to visualize time series with predictions in Grafana.

Links

GitHub Repository: RedisGrafana/redis-finance-prophet

Finance Prophet

Description

Forecasting Stocks and Crypto prices using Redis, Prophet, and Grafana

Redis announced RedisGears 1.0 in May last year, and one of the examples was the ProphetGears project, visualizing RedisTimeSeries with RedisInsight, which was the only option at that time. I already wrote about adopting RedisGears for other projects but have not had a chance to try it with Prophet until now. Prophet team recently (March 28, 2021) released Version 1.0 with many improvements, and I am excited to play with it.

Read more at Volkov Labs blog.

Dashboard with Predictions

Forecast