Update app.py

app.py

@@ -38,7 +38,7 @@ st.markdown("🔗 **Learn more about employee attrition from [Academy to Innovat
 st.markdown("---")
 
 # Additional Information for Sample Prediction
-st.write("📊 To make a sample prediction, you can refer to the training dataset information available in the sidebar or input the information of the employee whose attrition you want to predict.")
+st.write("📊 To make a prediction, input the information of the employee whose attrition you want to predict.")
 st.write("Please provide the following information to make a prediction:")
 
 # About Section with Style
@@ -48,14 +48,6 @@ 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(
     """