Update pages/3_EDA and Feature Engineering.py

pages/3_EDA and Feature Engineering.py

@@ -97,8 +97,8 @@ if data is not None:
 
 ### univariate_analysis.
     st.success("Dataset successfully loaded from session state!")
-    if pages == 'Univariate Analysis':
-        st.subheader("Univariate Analysis")
+   
+    st.subheader("Univariate Analysis")
         
         # Rating and Review Text Distribution
         st.subheader("Rating and Review Text Distribution")
@@ -244,8 +244,7 @@ if data is not None:
             **Summary:**
             Hotels tend to prioritize basic amenities like parking, toiletries, and hair dryers, while luxurious amenities are offered less frequently.
         """)
-    elif pages == "Bivariate Analysis":
-        # Streamlit app
+    
         st.title("Bivariate Analysis")
         
         # Price vs Rating scatter plot
@@ -442,7 +441,7 @@ if data is not None:
         - **Hotel Categories by State:** States with more budget hotels focus on catering to price-sensitive travelers, while states with luxury hotels cater to premium audiences, often in tourist hotspots.
         - **Overall Insight:** Regional trends indicate diverse pricing and category distributions, influenced by tourism, regional economics, and state-specific factors that shape hotel offerings across the country.
         """)
-    elif pages =="Multivariate Analysis":
+    
         st.title("Multivariate Analysis of Hotel Data")
         
         # Create a subset of the data for the analysis