3 advanced modules for market sentiment analysis, trending topics detection, and real-time news aggregation with entity extraction
Trending Topics Dashboard, News Terminal & Market Sentiment Analyzer
File: trending-topics-dashboard.js
Real-time detection of trending financial topics with company/country tracking, Fear & Greed Index, and AI-driven risk/opportunity analysis.
File: news-terminal.js
Professional RSS aggregator supporting 1000+ articles with advanced filtering by source, sector, region, and entity-based search.
File: market-sentiment-dashboard.js
AI-powered sentiment analysis across sectors with positive/neutral/negative classification and global market sentiment scoring.
Detect hot market topics, track company mentions, and identify risks/opportunities
Scans articles for 10 major topics (AI, Rate Cuts, Earnings, China, Oil, Crypto, Tech, Banking, Inflation, Recession) using keyword variations and pattern matching.
Automatically extracts company names, tickers, and countries from article titles using EntityDatabase with 300+ companies and 50+ countries.
Compares last 7 days vs previous 7 days to calculate trend direction (Up/Down/Neutral) with percentage change indicators.
Calculates market sentiment score (-100 to +100) based on positive/negative article classification with visual gauge chart.
Identifies top 5 companies with highest positive sentiment (opportunities) and top 5 with highest negative sentiment (risks).
Displays 14-day timeline for each trending topic using Chart.js mini-charts with smooth animations and hover tooltips.
Load, filter, and analyze 1000+ articles with entity extraction and smart filtering
Aggregates articles from CNBC (earnings, tech, realtime), MarketWatch, Financial Times, Bloomberg, and Reuters. Supports 100-200 articles per source.
Filter by source, sector (Tech, Finance, Energy, Healthcare, Consumer), region (US, EU, Asia), and search by company names/tickers/countries.
Auto-load more articles when scrolling to 80% of page height. Supports pagination with 50/100/250/500/ALL articles per page.
"Load MAX" button fetches up to 200 articles per source (approx. 1000 total) with progress indicator and entity extraction on all articles.
Displays company names and countries as clickable badges on each article card. Click to filter by that entity instantly.
Toggle between grid (card-based) and list (compact) views. Responsive design adapts to mobile/tablet/desktop screens.
Bullish/Bearish classification with sector breakdown and sentiment scoring
Analyzes article titles using SentimentAnalyzer with 100+ positive/negative keywords. Scores range from -100 (Extreme Bearish) to +100 (Extreme Bullish).
Displays market-wide sentiment score with animated Chart.js doughnut gauge. Color-coded: Green (Bullish), Red (Bearish), Gray (Neutral).
Calculates sentiment for 6 sectors (Tech, Finance, Energy, Healthcare, Consumer, Other) with visual progress bars and article counts.
Generates contextual market insights based on positive/negative percentages. Provides investment recommendations (Risk-off/Caution/Monitor).
Tracks sentiment evolution over 14 days with Chart.js line chart. Shows Fear/Neutral/Greed zones with horizontal gridlines.
Filter articles by sentiment (All/Positive/Neutral/Negative) with tab-based navigation. Displays top 30 articles per category.
From RSS feeds to AI-powered insights in 4 steps
RSSClient fetches articles from multiple financial news sources (CNBC, MarketWatch, Bloomberg, Reuters, FT). Supports 100-200 articles per source with caching for performance.
EntityDatabase extracts company names, tickers, and countries from article titles. Database contains 300+ companies (AAPL, MSFT, NVDA...) and 50+ countries.
SentimentAnalyzer classifies articles as Positive/Neutral/Negative using keyword matching. Scores range from -100 to +100 with confidence levels.
Chart.js visualizes data with gauges, timelines, sparklines, and bars. Real-time updates with smooth animations and interactive tooltips.
Required libraries and core features of the News Analytics Suite
AI, Rate Cuts, Earnings, China, Oil, Crypto, Tech, Banking, Inflation, Recession
Automatic extraction of company names and ticker symbols from article text
Geographic entity extraction for global market coverage and region filtering
Support for massive datasets with infinite scroll and auto-load functionality
3 professional JavaScript modules for trending topics, news aggregation, and sentiment analysis
No credit card required • Included in Pro plan ($10/month)