Analyze Trends

Advanced trend analysis system using technical indicators, chart patterns, and market structure to identify trading opportunities.

Usage

When the user wants to analyze market trends, implement comprehensive technical analysis with these components:

Required Parameters

• Symbol: Asset to analyze
• Timeframe: 1m, 5m, 15m, 1h, 4h, 1d, 1w
• Period: How far back to analyze (e.g., "30 days", "6 months")
• Analysis Type: technical, fundamental, sentiment, or combined
• Output Format: report, signals, dashboard

Implementation

1. Technical Analysis Engine

class TrendAnalyzer {
    constructor() {
        this.indicators = new TechnicalIndicators();
        this.patterns = new PatternRecognition();
        this.marketStructure = new MarketStructureAnalysis();
        this.signals = new SignalGenerator();
    }

    async analyzeTrends(params) {
        const {
            symbol,
            timeframe = '1h',
            period = '30d',
            analysisType = 'technical',
            includeVolume = true
        } = params;

        // Fetch historical data
…

2. Market Structure Analysis

class MarketStructureAnalysis {
    analyzeStructure(data) {
        return {
            marketPhase: this.identifyMarketPhase(data),
            keyLevels: this.identifyKeyLevels(data),
            liquidityZones: this.findLiquidityZones(data),
            orderFlow: this.analyzeOrderFlow(data),
            marketProfile: this.createMarketProfile(data),
            supplyDemand: this.identifySupplyDemandZones(data)
        };
    }

    identifyMarketPhase(data) {
        const volatility = this.calculateVolatility(data);
        const trend = this.calculateTrendStrength(data);
        const volume = this.analyzeVolumeCharacteristics(data);

        if (volatility < 0.01 && trend < 25) {
…

3. Display and Reporting

class TrendReport {
    generateReport(analysis) {
        return `
╔════════════════════════════════════════════════════════════════╗
║                    TREND ANALYSIS REPORT                       ║
╠════════════════════════════════════════════════════════════════╣
║ Symbol:        ${analysis.symbol.padEnd(48)} ║
║ Timeframe:     ${analysis.timeframe.padEnd(48)} ║
║ Period:        ${analysis.period.padEnd(48)} ║
║ Data Points:   ${analysis.dataPoints.toString().padEnd(48)} ║
╠════════════════════════════════════════════════════════════════╣
║                         TREND                                  ║
╠════════════════════════════════════════════════════════════════╣
║ Direction:     ${this.formatTrend(analysis.trend.overall).padEnd(48)} ║
║ Strength:      ${analysis.trend.strength.padEnd(48)} ║
║ Duration:      ${analysis.trend.duration.padEnd(48)} ║
║ Confidence:    ${this.formatPercentage(analysis.trend.confidence).padEnd(48)} ║
╠════════════════════════════════════════════════════════════════╣
…

Error Handling

try {
    const analyzer = new TrendAnalyzer();
    const analysis = await analyzer.analyzeTrends({
        symbol: 'BTC/USDT',
        timeframe: '4h',
        period: '30d',
        analysisType: 'technical'
    });

    const report = new TrendReport();
    console.log(report.generateReport(analysis));

} catch (error) {
    console.error('Trend analysis failed:', error);
}

This command provides comprehensive trend analysis with technical indicators, pattern recognition, and actionable trading signals.