Update app.py

app.py

@@ -11,7 +11,7 @@ import requests
 from typing import Dict, Optional
 import os
 import logging
-import tempfile  # Added for download functionality
+import tempfile 
 
 # Configure logging
 logging.basicConfig(level=logging.INFO)
@@ -118,7 +118,7 @@ class MarketDataDownloader:
 
 
 # ============================================================================
-# FIRST-PRINCIPLES FEATURE ENGINEERING (13 CHAOS RATIOS)
+# FEATURE ENGINEERING RATIOS
 # ============================================================================
 
 class FirstPrinciplesFeatureEngine:
@@ -294,7 +294,7 @@ class EnhancedMacroAnalyzer:
             print(f"Error downloading market data: {e}")
 
     # ============================================================================
-    # IMPROVED: Updated to Weekly, Quarterly, YTD timeframes
+    # Timeframes
     # ============================================================================
     def get_live_data(self) -> Dict:
         """Get live data with improved timeframes: Weekly, Quarterly, YTD"""
@@ -501,7 +501,7 @@ class EnhancedMacroAnalyzer:
         return fig
 
     # ============================================================================
-    # IMPROVED: Updated tables with Weekly, Quarterly, YTD
+    # Tables with Weekly, Quarterly, YTD
     # ============================================================================
     def create_live_performance_tables(self, live_data: Dict) -> tuple:
         """Create enhanced tables with weekly, quarterly, and YTD metrics"""
@@ -539,7 +539,7 @@ class EnhancedMacroAnalyzer:
         return tables
 
     # ============================================================================
-    # IMPROVED: Updated chaos ratios with Weekly, Quarterly, YTD
+    # Macro ratios with Weekly, Quarterly, YTD
     # ============================================================================
     def create_chaos_ratios_table(self) -> pd.DataFrame:
         """Create chaos ratios table with weekly, quarterly, and YTD changes"""
@@ -697,7 +697,7 @@ class EnhancedMacroAnalyzer:
         # Create subplots WITHOUT titles at top
         fig = make_subplots(
             rows=2, cols=2,
-            subplot_titles=('', '', '', ''),  # 👈 No titles at top
+            subplot_titles=('', '', '', ''),  
             vertical_spacing=0.1
         )
         
@@ -756,7 +756,7 @@ class EnhancedMacroAnalyzer:
         return fig
 
     # ============================================================================
-    # IMPROVED: Updated markdown report with Weekly, Quarterly, YTD
+    # Markdown report with Weekly, Quarterly, YTD
     # ============================================================================
     def generate_markdown_report(self, live_data: Dict, macro_data: pd.DataFrame) -> str:
         """Generate a comprehensive markdown report from all data for LLM consumption"""
@@ -974,9 +974,9 @@ def analyze_all():
         
         return [empty_fig, empty_fig, empty_fig, empty_df, empty_df, empty_df, empty_df, empty_df, empty_df, empty_markdown]
 
-# FIXED: Download function that actually works
+
 def download_markdown(markdown_content):
-    """Create a downloadable markdown file - FIXED VERSION"""
+    """Create a downloadable markdown file"""
     if not markdown_content or "Error" in markdown_content:
         markdown_content = "# No Data Available\n\nPlease update the data first."
     
@@ -1026,7 +1026,6 @@ with gr.Blocks(title="Global Macro Dashboard", theme=gr.themes.Soft()) as demo:
             
             gr.Markdown("---")
             gr.Markdown("## 🏭 US Sector Performance")
-            gr.Markdown("*Weekly momentum & Quarterly trends show clearer signals than daily data*")
             sector_table = gr.DataFrame(label="Sector ETFs - Weekly, Quarterly, YTD")
             
             gr.Markdown("---")