# Stock Intelligence System - NASDAQ & TSX Focus

## Summary (November 6, 2025)

### ✅ Completed Tasks

1. **Fixed Quote Data Extraction**
   - Corrected CSS selectors in Yahoo Finance scraper
   - Fixed whitespace handling
   - Added regex-based date extraction
   - Fixed statistics merge logic to prevent overwriting

2. **Database Enhancement**
   - Added `stock_quotes` table to store real-time price data
   - Added `insert_stock_quote()` function
   - Quote data now persists in database

3. **Report Generation**
   - All NASDAQ and TSX stocks now show complete quote data in reports:
     - ✅ Date
     - ✅ Open
     - ✅ High
     - ✅ Low
     - ✅ Close
     - ✅ Volume

4. **Automated Daily Updates**
   - Created `scrape_nasdaq_tsx_only.py` - focused scraper for quality data
   - Updated `daily_run.sh` - daily execution script
   - Set up cron job for **12:00 PM daily**
   - Logs saved to `logs/daily_run_YYYYMMDD_HHMMSS.log`

### 📊 Current Stock Coverage

**NASDAQ Stocks (2):**
- AAPL - Apple Inc.
- MSFT - Microsoft Corporation

**TSX Stocks (1):**
- SHOP.TO - Shopify Inc.

**Total: 3 stocks** (CSE stocks excluded due to data quality issues on Yahoo Finance)

### 📁 Generated Reports

For each stock, the following files are generated:

1. **Markdown Report**: `data/reports/{TICKER}_full_report.md`
   - Complete consolidated report
   - All financials, metrics, news, filings
   - Quote data merged into statistics section

2. **PDF Report**: `data/reports/{TICKER}_full_report.pdf`
   - Professional formatted PDF
   - Ready for management presentation

3. **CSV Exports**: `data/exports/`
   - `stocks_export.csv` - Master stock list
   - `stocks_detailed.csv` - All metrics and financials
   - `news_summary.csv` - News articles
   - `filings_summary.csv` - Regulatory filings

### 🤖 Daily Automation

**Schedule:** Every day at 12:00 PM

**What it does:**
1. Scrapes latest data from Yahoo Finance for all NASDAQ/TSX stocks
2. Extracts real-time quote data (date, open, high, low, close, volume)
3. Saves quote data to database
4. Generates consolidated Markdown and PDF reports for each stock
5. Exports all data to CSV files
6. Logs everything to `logs/` directory

**Cron Entry:**
```bash
0 12 * * * /Users/macbook/Desktop/Victor/daily_run.sh
```

### 🔧 Manual Operations

**Run immediately:**
```bash
cd /Users/macbook/Desktop/Victor
./daily_run.sh
```

**Scrape specific exchanges only:**
```bash
python3 scrape_nasdaq_tsx_only.py
```

**Generate report for specific stock:**
```bash
python3 generate_company_report.py --ticker AAPL
```

**Check cron status:**
```bash
crontab -l
```

**Remove cron job:**
```bash
crontab -e
# Delete the line with 'daily_run.sh'
```

### 📝 Files Created/Modified

**New Scripts:**
- `scrape_nasdaq_tsx_only.py` - NASDAQ/TSX focused scraper
- `rescrape_all_and_generate_reports.py` - Original full scraper (not used)
- `quick_batch_rescrape.py` - Quick test scraper
- `daily_run.sh` - Daily automation script
- `setup_daily_automation.sh` - Cron job installer

**Modified Scripts:**
- `scrape_yahoo_finance.py` - Fixed quote data extraction
- `database.py` - Added stock_quotes table
- `main_robust.py` - Added quote data insertion
- `generate_company_report.py` - Fixed statistics merge

**Documentation:**
- `QUOTE_DATA_EXTRACTION_FIX.md` - Technical details of the fix
- `WHY_NO_SEDAR_FOR_AAPL.md` - Explanation of SEDAR+ vs SEC
- `QUOTE_DATA_FIX.md` - Earlier fix attempts
- `NASDAQ_TSX_AUTOMATION_SUMMARY.md` - This file

### 🎯 Next Steps (Optional)

1. **Add More Stocks:**
   - Add more NASDAQ/TSX stocks to `stocks_master` table
   - They'll automatically be included in daily runs

2. **Email Notifications:**
   - Uncomment the mail command in `daily_run.sh`
   - Configure email settings

3. **Enhanced Metrics:**
   - Add custom calculations in `financial_calculator.py`
   - Metrics auto-update daily

4. **Dashboard:**
   - Build web dashboard using the CSV exports
   - Real-time visualization

### ⚠️ Important Notes

1. **Mac Sleep:** Ensure your Mac is awake at 12 PM for cron to run
2. **CSE Stocks:** Excluded due to unreliable Yahoo Finance data
3. **Logs:** Check `logs/` directory if something fails
4. **Quote Data:** Shows previous day's closing data (Yahoo updates after market close)

### 📊 Database Structure

**Tables:**
- `stocks_master` - Stock listings
- `stock_quotes` - Real-time price data (NEW!)
- `financial_metrics` - Calculated ratios
- `news_articles` - News and press releases
- `filings` - SEC/SEDAR+ filings
- `coverage_report` - Data coverage tracking

### ✅ Verification

All systems tested and verified:
- ✅ Quote data extraction working
- ✅ Database insertion working
- ✅ Report generation working
- ✅ PDF generation working
- ✅ CSV exports working
- ✅ Cron job installed
- ✅ Daily automation configured

**Last successful run:** November 6, 2025 at 11:01 AM
**Next scheduled run:** November 7, 2025 at 12:00 PM

---

## Ready for Management Submission! 🚀

All NASDAQ and TSX stocks now have:
- Complete quote data (date, open, high, low, close, volume)
- Comprehensive consolidated reports (Markdown + PDF)
- Automated daily updates at 12 PM
- Full database persistence
- CSV exports for analysis

**Report files for submission:**
- `data/reports/AAPL_full_report.pdf`
- `data/reports/MSFT_full_report.pdf`
- `data/reports/SHOP.TO_full_report.pdf`
- `data/exports/stocks_detailed.csv`
- `data/exports/news_summary.csv`
- `data/exports/filings_summary.csv`