Update pages/3_EDA and Feature Engineering.py

pages/3_EDA and Feature Engineering.py

@@ -9,7 +9,7 @@ from imblearn.over_sampling import SMOTE
 st.markdown("<h1 style='text-align:center; color:lime;'>EDA and Feature Engineering</h1>",unsafe_allow_html=True)
 
 # Define the URL of the background image (use your own image URL)
-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"
 
 # Apply custom CSS for the background image and overlay
 st.markdown(
@@ -43,7 +43,7 @@ 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>
@@ -108,7 +108,7 @@ st.write("""
 st.write("Further steps will include generating visualizations and statistical tests to explore relationships between features in more detail.")
 
 # Access dataset from session state
-data= st.session_state.get("data")
+data= st.session_state.get("cleaned_data")
 
 if data is not None:
     st.subheader("Dataset Preview:")