Update app.py

app.py

@@ -118,14 +118,15 @@ def arima_forecast(data, p, d, q, steps):
 
     return predictions[-steps:]
 
+# Streamlit App
 # Streamlit App
 def main():
     st.title("Stock Price Forecasting App")
 
     # Load stock data using Streamlit sidebar
     symbol = st.sidebar.text_input("Enter Stock Symbol", value='AAPL')
-    start_date = st.sidebar.text_input("Enter Start Date", value='2021-01-01')
-    end_date = st.sidebar.text_input("Enter End Date", value='2022-01-01')
+    start_date = st.sidebar.date_input("Select Start Date", pd.to_datetime('2021-01-01'))
+    end_date = st.sidebar.date_input("Select End Date", pd.to_datetime('2022-01-01'))
     stock_prices = get_stock_data(symbol, start_date, end_date)
 
     # ARIMA parameters using Streamlit sliders