Update app.py

app.py

@@ -50,20 +50,18 @@ st.markdown(
 
 # Display the graphs and table if the submit button is clicked
 if display_graphs:
-    # Create subplots
-    fig, axes = plt.subplots(3, 1, figsize=(10, 15))
+    # Create subplots with increased spacing between subplots
+    fig, axes = plt.subplots(3, 1, figsize=(10, 20), sharex=True, gridspec_kw={'hspace': 0.5})
 
     # Plot 1: Actual and Predicted Stock Prices
     axes[0].plot(selected_data['Date'], y, label='Actual')
     axes[0].plot(selected_data['Date'], model.predict(X), label='Predicted')
-    axes[0].set_xlabel('Date')
     axes[0].set_ylabel('Stock Price')
     axes[0].set_title(f'{selected_dataset} Stock Price Prediction')
     axes[0].legend()
 
     # Plot 2: Volume of Trades
     axes[1].plot(selected_data['Date'], selected_data['Volume'])
-    axes[1].set_xlabel('Date')
     axes[1].set_ylabel('Volume')
     axes[1].set_title(f'{selected_dataset} Volume of Trades')
 
@@ -93,4 +91,3 @@ if display_graphs:
     st.subheader("Price Details and Predicted Prices")
     price_table = pd.DataFrame({'Date': selected_data['Date'], 'Actual Price': y, 'Predicted Price': model.predict(X)})
     st.dataframe(price_table)
-