Update pages/2_Data Cleaning and Processing .py

pages/2_Data Cleaning and Processing .py

@@ -188,20 +188,20 @@ if df is not None:
     """)
 
     # Store the cleaned data in session state
-    st.session_state.cleaned_data = data
+    st.session_state.cleaned_data = df
     st.write("""
     ### 11. **Store Cleaned Data in Session State**
     The cleaned DataFrame is stored in Streamlit’s session state, allowing it to persist across pages or interactions.
     """)
     # Display cleaned data
     st.subheader("Cleaned Data Preview:")
-    st.dataframe(data)
+    st.dataframe(cleaned_data)
     st.write("""
     ### 12. **Dataset Information**
     Displays basic information about the DataFrame such as column data types, non-null counts, and memory usage.
     """)
     buffer = StringIO()
-    data.info(buf=buffer)
+    cleaned_data.info(buf=buffer)
 
     # Display the content in Streamlit as Markdown
     st.subheader("Info of the Dataset:")
@@ -215,7 +215,7 @@ if df is not None:
     st.subheader("Download the Cleaned Data")
     st.download_button(
         label="Download CSV",
-        data=data.to_csv(index=False),
+        data=cleaned_data.to_csv(index=False),
         file_name="Cleaned_Hotel_Data.csv",
         mime="text/csv"
     )
@@ -226,7 +226,7 @@ else:
 
 # Define the URL of the background image (use your own image URL)
 # Apply custom CSS for the background image and overlay
-background_image_url = "https://cdn-uploads.huggingface.co/production/uploads/675fab3a2d0851e23d23cad3/MI0hTKaf1a2EmxUfA6TsV.png"
+background_image_url = "https://cdn-uploads.huggingface.co/production/uploads/675fab3a2d0851e23d23cad3/uuRffDOdqb_CQPlKm3_J5.jpeg"
 st.markdown(
     f"""
     <style>
@@ -258,7 +258,7 @@ st.markdown(
         }}
         /* Styling the markdown content */
         .stMarkdown {{
-            color: white;  /* White text to ensure visibility */
+            color: black;  /* White text to ensure visibility */
             font-size: 100px;  /* Adjust font size for readability */
         }}
     </style>