PractoTrade predicts stock trends by analyzing real-time sentiment from Twitter, Reddit, and news—helping people trade smarter by understanding the market’s mood.
Retail investors lack access to reliable, real-time tools that combine market data and sentiment analysis to forecast stock prices accurately. Existing solutions often ignore the impact of public sentiment or rely solely on historical data, leading to suboptimal predictions.
This project addresses the need for a hybrid, data-driven prediction system that uses both technical indicators (OHLC data) and daily sentiment analysis to predict the future closing price of stocks, helping investors make better-informed decisions.