Update app.py

app.py

@@ -414,87 +414,6 @@ def plot_combined_signals(df, ticker):
 
     return fig
 
-def plot_individual(df, ticker):
-    # Create a figure
-    fig = go.Figure()
-    
-    # Add closing price line
-    fig.add_trace(go.Scatter(
-        x=df.index, y=df['Close'], 
-        mode='lines', 
-        name='Closing Price', 
-        line=dict(color='#36A2EB', width=2)  
-    ))
-
-
-    
-    # Refined neon colors for signal indicators
-    signal_colors = {
-        'MACD_Signal': {'buy': '#39FF14', 'sell': '#FF073A'},  # Neon green for buy, neon red for sell
-        'RSI_Signal': {'buy': '#39FF14', 'sell': '#FF073A'},   # Neon green for buy, neon red for sell
-        'BB_Signal': {'buy': '#39FF14', 'sell': '#FF073A'},    # Neon green for buy, neon red for sell
-        'Stochastic_Signal': {'buy': '#39FF14', 'sell': '#FF073A'},  # Neon green for buy, neon red for sell
-        'CMF_Signal': {'buy': '#39FF14', 'sell': '#FF073A'},    # Neon green for buy, neon red for sell
-        'CCI_Signal': {'buy': '#39FF14', 'sell': '#FF073A'}    # Neon green for buy, neon red for sell
-    }
-
-    # Add buy/sell signals for each indicator
-    signal_names = ['MACD_Signal', 'RSI_Signal', 'BB_Signal', 
-                    'Stochastic_Signal', 'CMF_Signal', 
-                    'CCI_Signal'] 
-    
-    for signal in signal_names:
-        buy_signals = df[df[signal] == 1]
-        sell_signals = df[df[signal] == -1]
-        
-        fig.add_trace(go.Scatter(
-            x=buy_signals.index, y=buy_signals['Close'], 
-            mode='markers', 
-            marker=dict(
-                symbol='triangle-up',
-                size=12,
-                color=signal_colors[signal]['buy']
-            ), 
-            name=f'{signal} Buy Signal'
-        ))
-
-        fig.add_trace(go.Scatter(
-            x=sell_signals.index, y=sell_signals['Close'], 
-            mode='markers', 
-            marker=dict(
-                symbol='triangle-down',
-                size=12,
-                color=signal_colors[signal]['sell']
-            ), 
-            name=f'{signal} Sell Signal'
-        ))
-
-    fig.update_layout(
-        title=f'{ticker}: Individual Trading Signals',
-        xaxis=dict(
-            title='Date',
-            showgrid=True,
-            gridcolor="rgba(255,255,255,0.1)"
-        ),
-        yaxis=dict(
-            title='Price',
-            side='left',
-            showgrid=True,
-            gridcolor="rgba(255,255,255,0.1)"
-        ),
-        plot_bgcolor='#111111',
-        paper_bgcolor='#111111',
-        font=dict(color='white', size=12),
-        legend=dict(
-            bgcolor="rgba(0,0,0,0.8)",
-            bordercolor="white",
-            borderwidth=1
-        ),
-        margin=dict(l=40, r=40, t=50, b=40)
-    )
-
-    return fig
-
 def plot_individual_signals(df, ticker, x_range=None):
     fig = go.Figure()
     
@@ -536,7 +455,7 @@ def plot_individual_signals(df, ticker, x_range=None):
         ))
 
     fig.update_layout(
-        title=f'{ticker}: Individual Trading Signals',
+        title=f'{ticker}',
         xaxis=dict(
             title='Date',
             showgrid=True,
@@ -589,8 +508,25 @@ def technical_analysis(ticker, start_date, end_date):
     except Exception as e:
         return f"Error: {str(e)}", f"Error: {str(e)}"
 
+
+# Custom CSS for better appearance
+custom_css = """
+.gradio-container {
+    font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+}
+.container {
+    max-width: 1200px;
+    margin: auto;
+}
+button#analyze-btn {
+    background-color: #003366;
+    color: white;
+    border: none;
+}
+"""
+
 # Create Gradio interface
-with gr.Blocks(theme=gr.themes.Monochrome()) as demo:
+with gr.Blocks(theme=gr.themes.Monochrome(), css=custom_css) as demo:
     gr.Markdown("# Advanced Stock Analysis & Forecasting App")
     gr.Markdown("Enter a stock ticker, start date, and end date to analyze and forecast stock prices.")