AI-Powered News Analytics Suite

Financial News Intelligence Platform

3 advanced modules for market sentiment analysis, trending topics detection, and real-time news aggregation with entity extraction

Complete News Analytics Suite

Trending Topics Dashboard, News Terminal & Market Sentiment Analyzer

Trending Topics Dashboard

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.

  • 10 trending topics detection
  • Company & country entity extraction
  • Fear & Greed Index calculation
  • Risks & opportunities identification
  • Trend momentum tracking
  • Interactive Chart.js visualizations

News Terminal

File: news-terminal.js
Professional RSS aggregator supporting 1000+ articles with advanced filtering by source, sector, region, and entity-based search.

  • Multi-source RSS aggregation
  • Advanced filtering (source, sector, region)
  • Company names & ticker extraction
  • Infinite scroll & auto-load
  • Grid/List view modes
  • Real-time article counter

Market Sentiment Analyzer

File: market-sentiment-dashboard.js
AI-powered sentiment analysis across sectors with positive/neutral/negative classification and global market sentiment scoring.

  • Global sentiment score (-100 to +100)
  • Sector-level sentiment breakdown
  • Bullish/Bearish/Neutral classification
  • AI-driven insights generation
  • Interactive gauge & timeline charts
  • Article filtering by sentiment

Professional News Aggregator

Load, filter, and analyze 1000+ articles with entity extraction and smart filtering

Multi-Source RSS

Aggregates articles from CNBC (earnings, tech, realtime), MarketWatch, Financial Times, Bloomberg, and Reuters. Supports 100-200 articles per source.

Advanced Filtering

Filter by source, sector (Tech, Finance, Energy, Healthcare, Consumer), region (US, EU, Asia), and search by company names/tickers/countries.

Infinite Scroll

Auto-load more articles when scrolling to 80% of page height. Supports pagination with 50/100/250/500/ALL articles per page.

MAX Load Mode

"Load MAX" button fetches up to 200 articles per source (approx. 1000 total) with progress indicator and entity extraction on all articles.

Entity Badges

Displays company names and countries as clickable badges on each article card. Click to filter by that entity instantly.

Grid/List Views

Toggle between grid (card-based) and list (compact) views. Responsive design adapts to mobile/tablet/desktop screens.

news-terminal - AlphaVault AI
Total Articles
1,247
Companies
342
Sources
8
Search articles...
All Sources
Technology
CNBC Tech • 2h ago
NVIDIA Announces New AI Chip Breakthrough
NVIDIA USA
MarketWatch • 4h ago
Microsoft Cloud Revenue Beats Analyst Expectations
Microsoft
Showing 50 of 1,247 articles

AI Sentiment Analysis

Bullish/Bearish classification with sector breakdown and sentiment scoring

AI Sentiment Engine

Analyzes article titles using SentimentAnalyzer with 100+ positive/negative keywords. Scores range from -100 (Extreme Bearish) to +100 (Extreme Bullish).

Global Sentiment Gauge

Displays market-wide sentiment score with animated Chart.js doughnut gauge. Color-coded: Green (Bullish), Red (Bearish), Gray (Neutral).

Sector Breakdown

Calculates sentiment for 6 sectors (Tech, Finance, Energy, Healthcare, Consumer, Other) with visual progress bars and article counts.

AI Insights

Generates contextual market insights based on positive/negative percentages. Provides investment recommendations (Risk-off/Caution/Monitor).

Sentiment Timeline

Tracks sentiment evolution over 14 days with Chart.js line chart. Shows Fear/Neutral/Greed zones with horizontal gridlines.

Article Filtering

Filter articles by sentiment (All/Positive/Neutral/Negative) with tab-based navigation. Displays top 30 articles per category.

market-sentiment - AlphaVault AI
Global Market Sentiment
+38
MODERATELY BULLISH
Positive
156
Neutral
94
Negative
68
Sentiment Distribution
49%
29%
22%
Technology
62 articles
+52
Finance
48 articles
+28
AI Market Insight
Moderately Bullish Market: Sentiment leans positive with 49% positive coverage. While optimism prevails, 94 neutral articles suggest some caution. Overall trend appears favorable with Technology and Finance sectors leading the positive sentiment.

Data Flow Architecture

From RSS feeds to AI-powered insights in 4 steps

1

RSS Data Collection

RSSClient fetches articles from multiple financial news sources (CNBC, MarketWatch, Bloomberg, Reuters, FT). Supports 100-200 articles per source with caching for performance.

2

Entity Extraction

EntityDatabase extracts company names, tickers, and countries from article titles. Database contains 300+ companies (AAPL, MSFT, NVDA...) and 50+ countries.

3

Sentiment Analysis

SentimentAnalyzer classifies articles as Positive/Neutral/Negative using keyword matching. Scores range from -100 to +100 with confidence levels.

4

Dashboard Rendering

Chart.js visualizes data with gauges, timelines, sparklines, and bars. Real-time updates with smooth animations and interactive tooltips.

Dependencies & Key Capabilities

Required libraries and core features of the News Analytics Suite

Core Capabilities

10 Trending Topics

AI, Rate Cuts, Earnings, China, Oil, Crypto, Tech, Banking, Inflation, Recession

300+ Companies

Automatic extraction of company names and ticker symbols from article text

50+ Countries

Geographic entity extraction for global market coverage and region filtering

1000+ Articles

Support for massive datasets with infinite scroll and auto-load functionality

Ready to analyze market news with AI?

3 professional JavaScript modules for trending topics, news aggregation, and sentiment analysis

No credit card required • Included in Pro plan ($10/month)