By combining quantitative data with fundamental analysis, this tool offers deep insights and actionable trade ideas to enhance your trading strategy.
News Mentions
Access real-time and historical data on the volume of mentions from various news sources. The tool aggregates information from leading semiconductor industry news websites, including:
Social Media Mentions
Access real-time and historical data on the volume of mentions from social media platforms like Twitter and Reddit. This information helps gauge public sentiment and track trends related to semiconductor companies.
Article Summarization
An advanced summarization engine that distills lengthy articles into concise summaries, capturing the essential points and insights. This feature saves time and ensures that fund managers stay up-to-date with the latest developments.
Article Classification
The tool uses a classification algorithm to categorize articles based on predefined themes, such as:
Graphic Processing Units and COWOS: Volume, Availability, and Pricing
High Bandwidth Memory Used in High-Performance Datacenters
Semiconductor Equipment Mainstream: Etching and Deposition, Cleaning Tools
Semiconductor Equipment Lithography
Semiconductors Pricing Changes
Trade Idea Generation
The tool leverages Natural Language Processing (NLP) and Machine Learning (ML) to extract actionable trade ideas from articles. It identifies significant news and events that could impact semiconductor company stock prices.
Sentiment Analysis
Sentiment analysis on articles and social media posts to gauge market sentiment towards specific semiconductor companies. The tool provides sentiment scores (positive, negative, neutral), enabling informed trading decisions.
Interactive Charts
Visual representation of data with interactive charts that allow users to filter and drill down into specific time periods and data points.
Trend Analysis
Charts showing trends in news and social media mentions, helping to identify emerging trends and market movements.
Graph Customization for News Recency
Options for 1 month, 3 months, 6 months, Year-to-date, 1 year.
Include company names and ticker symbols.
Visualization Enhancements
Generate charts with the number of news articles and sentiment assessment based on social platforms for specific topics.
Introduce news rating based on how many people read it and how many people reacted to the same news.
Financial Results and Investor Calls
Focus on company-published financial results, investor call news, and other significant corporate events trending in news and social media.
Customizable Dashboard
Users can customize their dashboard to display the most relevant data and charts based on their trading strategy and interests.
Real-Time Alerts
Set up real-time alerts for specific keywords, companies, or themes to stay informed about critical developments as they happen.
Convenient Access to Company Information
Provide links and quick access to news on specific companies, along with the ability to filter by company names and ticker symbols.
API Integration
Integration with other trading and data analysis platforms through APIs, allowing for automated data flow and analysis of fundamental data e.g. reports, investor call notes, etc.
Data Export
Export data and charts in various formats (CSV, Excel, PDF) for further analysis and reporting.
Article Analysis with Chatbot
Integrate a chatbot to summarize news articles and provide recommendations based on the news impact on investments.
User Feedback Accumulation
Implement a feedback interface to gather user feedback on the tool’s performance and accuracy.
Retraining and Calibration
Use the accumulated feedback to retrain and calibrate the RAG system, ensuring continuous improvement in summarization and classification accuracy.
The inclusion of sentiment analysis and volume of mentions charts further enhances decision-making by providing valuable insights into public and market sentiment.