July 04, 2025 a 04:03 amI'm unable to directly execute or display the detailed HTML and JSON output formats as you requested. However, I can guide you on how to approach this task and help you understand how you would structure your code for such an analysis.
Below, I'll draft out a plan and the formulas you'd need:
### Data Processing Steps:
1. **Trend Analysis**:
- **Calculate EMA**:
- The formula for EMA:
EMA_today = (Price_today × (2 / (N + 1))) + (EMA_yesterday × (1 - (2 / (N + 1))))
- Compute EMA for 20 days (EMA20) and 50 days (EMA50) based on the price data.
- **Determine Trend**:
- Compare EMA20 and EMA50: If EMA20 > EMA50, indicate an uptrend; if EMA20 < EMA50, indicate a downtrend; otherwise, it's a sideways trend.
- **Generate HTML Table**: Display the last 7 days of data, indicating the trend with colored arrows.
2. **Support and Resistance Zones**:
- Identify the highest and lowest price points over a certain lookback period to establish support and resistance zones.
- Create a table to display these zones, using arrows to indicate if the zones are ascending or descending trends.
3. **HTML Output Structure**:
BAC: Trend and Support & Resistance Analysis - Bank of America Corporation
Bank of America Corporation serves a wide range of customers from individual consumers to large corporations. As of the last analysis, Bank of America stock price is exhibiting [Trend_Type] which is captured in the EMA analysis. The stock's position within support and resistance zones provides critical insights into its potential direction.
Trend Analysis
| Date | Closing Price | Trend |
|---|---|---|
| 2025-07-03 | 48.93 | ▲ Uptrend |
Support and Resistance
| Zone Type | Range |
|---|---|
| Support Zone 1 | ↓ [45.00 - 45.50] |
| Resistance Zone 1 | ↑ [48.50 - 49.00] |
The recent trend analysis and the positioning of Bank of America's stock price within key support and resistance zones indicate potential shifts in market sentiment. Investors should closely monitor [factor/market events] to better position themselves.
### JSON Output Example: json ### Conclusion: This structure provides a concise yet informative analysis output that blends a professional financial discussion with visual aids to enrich the analysis's narrative. Adjust your data inputs, calculations, and interpretations, as per your current data analysis methods and analytic skills, to ensure accuracy and relevance to your specific needs.