AI-Powered Stock Price Prediction Tool
Simulate and predict future stock prices based on a simplified machine learning model with confidence intervals and AI insights.
Prediction Parameters
Data used to 'train' the model.
How many days to predict into the future.
Expected annual price fluctuation.
Expected average annual price growth.
Stock Price Prediction
Note: This tool uses simulated data and a simplified model for illustrative purposes. Real-world stock prediction is highly complex and uncertain. Past performance does not guarantee future results.
Key Prediction Metrics (End of Horizon)
| Metric | Value |
|---|---|
| Predicted Price | $0.00 |
| Confidence Interval (95% Lower) | $0.00 |
| Confidence Interval (95% Upper) | $0.00 |
| Expected Return (%) | 0.00% |
| Annualized Sharpe Ratio | 0.00 |
AI-Powered Insights
Error generating AI insights.
`; } }; // --- PDF Export Logic --- /** * Exports the visible analysis summary (chart, metrics table, and AI insights) to a PDF document. */ window.downloadPDF = async () => { // Make it global for onclick attribute const btn = document.getElementById('pdf-button-container')?.querySelector('button'); if (!btn) return; btn.disabled = true; btn.textContent = 'Generating PDF...'; const content = document.getElementById('summary-for-pdf'); if (!content) { showMessageBox("PDF Error", "Content for PDF not found."); btn.disabled = false; btn.textContent = 'Download Analysis as PDF'; return; } try { // Temporarily adjust chart size for better PDF rendering const chartCanvas = predictionChartCanvas; const originalChartWidth = chartCanvas.style.width; const originalChartHeight = chartCanvas.style.height; chartCanvas.style.width = '1000px'; // Larger size for better quality capture chartCanvas.style.height = '500px'; if (predictionChartInstance) { predictionChartInstance.resize(); // Trigger Chart.js to redraw with new dimensions } const metricsTable = document.getElementById('prediction-metrics-table'); const originalTableWidth = metricsTable.style.width; metricsTable.style.width = 'fit-content'; // Allow table to expand naturally for capture const canvas = await html2canvas(content, { scale: 2, // Increase scale for better resolution useCORS: true, logging: false, backgroundColor: '#ffffff' // Ensure the background is white for PDF }); // Restore original chart and table sizes chartCanvas.style.width = originalChartWidth; chartCanvas.style.height = originalChartHeight; if (predictionChartInstance) { predictionChartInstance.resize(); } metricsTable.style.width = originalTableWidth; const imgData = canvas.toDataURL('image/png'); const { jsPDF } = window.jspdf; // Determine orientation based on content width. If the captured canvas is very wide, use landscape. const orientation = canvas.width > canvas.height * 1.5 ? 'landscape' : 'portrait'; const pdf = new jsPDF({ orientation: orientation, unit: 'mm', format: 'a4' }); const pdfWidth = pdf.internal.pageSize.getWidth(); const pdfHeight = pdf.internal.pageSize.getHeight(); const imgWidth = pdfWidth - 20; // 10mm margin on each side let imgHeight = (canvas.height * imgWidth) / canvas.width; let finalImgWidth = imgWidth; let finalImgHeight = imgHeight; if (finalImgHeight > pdfHeight - 20) { // If image is taller than page height finalImgHeight = pdfHeight - 20; finalImgWidth = (canvas.width * finalImgHeight) / canvas.height; } const x = (pdfWidth - finalImgWidth) / 2; const y = (pdfHeight - finalImgHeight) / 2; pdf.addImage(imgData, 'PNG', x, y, finalImgWidth, finalImgHeight); pdf.save(`Stock_Price_Prediction_Analysis_${new Date().toISOString().slice(0, 10)}.pdf`); showMessageBox("PDF Generated", "Your Stock Price Prediction analysis PDF has been successfully downloaded."); } catch(e) { console.error("PDF Generation Error: ", e); showMessageBox("PDF Error", "An error occurred while generating the PDF. Please ensure all content is visible and try again."); } finally { btn.disabled = false; btn.textContent = 'Download Analysis as PDF'; } }; // --- Initial Setup --- // No initial prediction run, user explicitly clicks. });