HashtagCashtag
Visit ToolHashtagCashtag is a Data & Analytics tool that processes big data for user sentiment analysis. It aggregates Twitter and US stock market data to correlate sentiment with stock prices.
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HashtagCashtag is a Data & Analytics tool that processes big data for user sentiment analysis. It aggregates Twitter and US stock market data to correlate sentiment with stock prices.
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Also listed in
About
HashtagCashtag is an open-source project that implements a big data processing pipeline based on a lambda architecture. It aggregates Twitter and US stock market data to perform user sentiment analysis and correlate it with stock price fluctuations. The pipeline utilizes Apache Kafka for data ingestion, Apache Spark and Spark Streaming for both batch and real-time processing, and Apache Cassandra for data storage. A Flask-based frontend, incorporating Bootstrap and HighCharts, provides visualization of trending stocks, historical data, and sentiment over time. This project demonstrates a comprehensive approach to real-time and batch data processing for financial market insights.
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Free
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