Tools
Market research and analysis tools available to all users — no portfolio required.
Stock Screener
Filter and rank stocks based on fundamental and technical criteria. Navigate to Tools → Screener.
Filters
| Filter | Description | Values |
|---|---|---|
| Sector | Industry sector | All, Tech, Healthcare, Finance, Consumer, Energy, etc. |
| Max P/E | Maximum price-to-earnings ratio | Any number (e.g., 25) |
| Min Div Yield | Minimum dividend yield % | Any number (e.g., 2.0) |
| Sort By | Sort results | Market Cap, P/E, Div Yield, Change % |
Results Table
Shows stocks matching your criteria with: Symbol, Name, Sector, Price, Change %, Market Cap, P/E (trailing), Forward P/E, Dividend Yield, and Beta.
Click any stock symbol to navigate to its detail page. Export results to CSV.
Note: First load may take 15-30 seconds as the screener fetches data for all stocks. Subsequent loads are faster due to caching.
Market Heatmap
Visualize the entire market in a single treemap view. Navigate to Tools → Heatmap.
How to Read It
- Rectangle size = market capitalization (bigger = larger company)
- Color = daily price change (green = up, red = down, gray = flat)
- Grouping = stocks are grouped by sector
- Hover = shows symbol, company name, change %, and market cap
Markets
Toggle between US and Indiamarkets using the toggle button. The heatmap reloads with the selected market's data.
Color scale:
Stock Comparison
Compare up to 5 stocks side by side. Navigate to Tools → Compare.
Features
- Performance chart — normalized to base 100, showing relative performance over time
- Time periods — 1 month, 3 months, 6 months, 1 year, 5 years
- Fundamentals table — side-by-side comparison of market cap, P/E, dividend yield, beta, 52-week high/low, etc.
How to Use
- Type stock symbols in the multi-select input
- Select a time period
- View the normalized chart — all stocks start at 100, divergence shows relative performance
- Scroll down for the fundamentals comparison table
- Export fundamentals to CSV
Each stock is shown in a different color. The chart uses the Lightweight Charts library for interactive zoom and pan.
Correlation Matrix
Analyze how stocks move together. Navigate to Tools → Correlation. Select up to 10 stocks.
How to Read It
| Correlation | Color | Meaning |
|---|---|---|
| +1.0 | Deep green | Perfect positive — stocks always move together |
| +0.5 | Light green | Moderate positive — tend to move together |
| 0.0 | Gray | No relationship — movements are independent |
| -0.5 | Light red | Moderate negative — tend to move opposite |
| -1.0 | Deep red | Perfect negative — always move opposite |
Time Periods
Choose from 3 months, 6 months, 1 year, or 2 years. Longer periods give more stable correlations; shorter periods capture recent dynamics.
Uses Pearson correlation of daily returns. Export the matrix to CSV.
AI Predict
ML-powered stock prediction with multiple signal types. Navigate to Tools → AI Predict.
Inputs
| Field | Description | Example |
|---|---|---|
| Symbol | Stock to analyze | RELIANCE.NS |
| Portfolio Value | Your total portfolio value | 1,000,000 |
| Risk Tolerance | Low / Medium / High | Medium |
Output
- Direction — UP, DOWN, or NEUTRAL prediction
- Confidence — 0-100% model confidence score
- Expected Returns — 5-day, 10-day, 20-day forecasts
- Signal Breakdown — technical (RSI, MACD, Bollinger), momentum, fundamental (P/E, earnings), sentiment
- Recommendation — BUY/SELL/HOLD with entry price, stop loss, price targets, position size
- Risk Metrics — VaR (95%), max drawdown, volatility, beta
- Backtest — historical accuracy of the prediction model
Disclaimer: AI predictions are based on historical patterns and technical indicators. They are not financial advice and should not be the sole basis for investment decisions. Always do your own research.