Update app.py

app.py

@@ -29,12 +29,12 @@ st.markdown(
     """
 )
 
-# Link to Detailed Article on Employee Attrition
-st.markdown("🔗 **Learn more about employee attrition from [Academy to Innovate HR (AIHR)](https://www.aihr.com/wp-content/uploads/Reasons-for-Employee-Attrition.png)**")
-
 # Main content
 st.image("https://www.aihr.com/wp-content/uploads/Reasons-for-Employee-Attrition.png")
 
+# Link to Detailed Article on Employee Attrition
+st.markdown("🔗 **Learn more about employee attrition from [Academy to Innovate HR (AIHR)](https://www.aihr.com/wp-content/uploads/Reasons-for-Employee-Attrition.png)**")
+
 st.markdown("---")
 
 # Additional Information for Sample Prediction
@@ -48,6 +48,26 @@ st.sidebar.info(
     "It utilizes a CatBoost machine learning model trained on an employee attrition dataset."
 )
 
+# Load The Train Dataset
+train_df = pd.read_csv("train_data.csv", index_col=None)
+
+# Training Dataset Information in the sidebar
+st.sidebar.markdown("📊 **Training Dataset Information:**")
+st.sidebar.write("The model is trained on a sepsis dataset. Here's an overview of the dataset:")
+st.sidebar.write(train_df.head())
+
+# Auto-expand sidebar code
+st.markdown(
+    """
+    <style>
+        [data-testid="stSidebar"][aria-expanded="false"] > div:first-child {
+            width: 100%;
+        }
+    </style>
+    """,
+    unsafe_allow_html=True
+)
+
 # Define the Streamlit app
 def main():
     # Define layout with three columns