Update app.py

app.py

@@ -20,10 +20,9 @@ def calculate_indicators(data):
     data['Doji'] = abs(data['Close'] - data['open']) <= 0.01 * (data['high'] - data['low'])
     data['Inside'] = (data['high'] < data['high'].shift(1)) & (data['low'] > data['low'].shift(1))
 
-    # Calculate MACD
-    data['26EMA'] = data['Close'].ewm(span=26).mean()
-    data['12EMA'] = data['Close'].ewm(span=12).mean()
-    data['MACD'] = data['12EMA'] - data['26EMA']
+    # Calculate Moving Averages
+    data['MA5'] = data['Close'].rolling(window=5).mean()
+    data['MA20'] = data['Close'].rolling(window=20).mean()
 
     return data
 
@@ -52,7 +51,7 @@ def main():
     my_market_predictor = Pandas_Market_Predictor(df)
 
     # Predict Trend
-    indicators = ["Doji", "Inside", "MACD"]
+    indicators = ["Doji", "Inside", "MA5", "MA20"]
     trend = my_market_predictor.Trend_Detection(indicators, 10)
 
     # Display results