Update app.py

app.py

@@ -340,19 +340,19 @@ def generate_trading_signals(df):
     df['MACD_Signal'] = np.select([(macd > signal) & (macd.shift(1) <= signal.shift(1)),
                                     (macd < signal) & (macd.shift(1) >= signal.shift(1))],[1, -1], default=0)
 
-    df['RSI_Signal'] = np.where(df['RSI'] < 20, 1, 0)
+    df['RSI_Signal'] = np.where(df['RSI'] < 25, 1, 0)
     df['RSI_Signal'] = np.where(df['RSI'] > 90, -1, df['RSI_Signal'])
     
     df['BB_Signal'] = np.where(df['Close'] < df['LowerBB'], 0, 0)
     df['BB_Signal'] = np.where(df['Close'] > df['UpperBB'], -1, df['BB_Signal'])
     
-    df['Stochastic_Signal'] = np.where((df['SlowK'] < 10) & (df['SlowD'] < 15), 1, 0)
-    df['Stochastic_Signal'] = np.where((df['SlowK'] > 90) & (df['SlowD'] > 85), -1, df['Stochastic_Signal'])
+    df['Stochastic_Signal'] = np.where((df['SlowK'] < 15) & (df['SlowD'] < 15), 1, 0)
+    df['Stochastic_Signal'] = np.where((df['SlowK'] > 90) & (df['SlowD'] > 90), -1, df['Stochastic_Signal'])
     
-    df['CMF_Signal'] = np.where(df['CMF'] > 0.3, -1, np.where(df['CMF'] < -0.3, 1, 0))
+    df['CMF_Signal'] = np.where(df['CMF'] > 0.4, -1, np.where(df['CMF'] < -0.4, 1, 0))
     
     df['CCI_Signal'] = np.where(df['CCI'] < -180, 1, 0)
-    df['CCI_Signal'] = np.where(df['CCI'] > 150, -1, df['CCI_Signal'])
+    df['CCI_Signal'] = np.where(df['CCI'] > 180, -1, df['CCI_Signal'])
 
     # Combined signal for stronger buy/sell points
     df['Combined_Signal'] = df[['RSI_Signal', 'BB_Signal', 
@@ -451,11 +451,11 @@ def plot_individual_signals(df, ticker):
 
     
     signal_colors = {
-    'RSI_Signal': {'buy': '#36D7B7', 'sell': 'red'},  # Light purple / Pale butter
-    'BB_Signal': {'buy': '#36D7B7', 'sell': 'red'},    # Purple / Chiffon yellow
-    'Stochastic_Signal': {'buy': '#36D7B7', 'sell': 'red'},  # Purple / Corn silk
-    'CMF_Signal': {'buy': '#36D7B7', 'sell': 'red'},  # Deep purple / Lemon chiffon
-    'CCI_Signal': {'buy': '#36D7B7', 'sell': 'red'}   # Dark purple / Soft maize
+    'RSI_Signal': {'buy': '#36D7B7', 'sell': 'violet'},  # Light purple / Pale butter
+    'BB_Signal': {'buy': '#36D7B7', 'sell': 'violet'},    # Purple / Chiffon yellow
+    'Stochastic_Signal': {'buy': '#36D7B7', 'violet': 'red'},  # Purple / Corn silk
+    'CMF_Signal': {'buy': '#36D7B7', 'sell': 'violet'},  # Deep purple / Lemon chiffon
+    'CCI_Signal': {'buy': '#36D7B7', 'sell': 'violet'}   # Dark purple / Soft maize
 }