Update app.py

app.py

@@ -41,13 +41,17 @@ def fetch_stock_data(ticker_symbol):
  return financials
 
 def compare_to_index(stock_ratios, index_averages):
- # Compare stock ratios to S&P 500 averages
  comparison = {}
  for ratio, value in stock_ratios.items():
- average = index_averages.loc[ratio]['Average']
- comparison[ratio] = 'Higher' if value > average else 'Lower'
+ # Check if the ratio exists in the index_averages DataFrame
+ if ratio in index_averages.index:
+ average = index_averages.loc[ratio]['Average']
+ comparison[ratio] = 'Higher' if value > average else 'Lower'
+ else:
+ comparison[ratio] = 'N/A' # Ratio not available in index averages
  return comparison
 
+
 # Load S&P 500 averages
 sp500_averages = load_sp500_averages(sp500_averages_path)