Update app.py

app.py

@@ -89,19 +89,19 @@ if st.session_state.current_page == "Model Report":
     
     st.markdown("<p class='subtitle'>Explore different stages of the Life Expectancy project</p>", unsafe_allow_html=True)
 
-    if st.button("▶ **Problem Statement**"):
+    if st.button("**Problem Statement**"):
         switch_page("Problem Statement")
-    if st.button("▶ **Data Collection**"):
+    if st.button("**Data Collection**"):
         switch_page("Data Collection")
-    if st.button("▶ **Simple EDA**"):
+    if st.button("**Simple EDA**"):
         switch_page("Simple EDA")
-    if st.button("▶ **Data Pre-processing**"):
+    if st.button("**Data Pre-processing**"):
         switch_page("Data Pre-processing")
-    if st.button("▶ **Exploratory Data Analysis**"):
+    if st.button("**Exploratory Data Analysis**"):
         switch_page("EDA")
-    if st.button("▶ **Model Building**"):
+    if st.button("**Model Building**"):
         switch_page("Model Building")
-    if st.button("▶ **Final Model**"):
+    if st.button("**Final Model**"):
         switch_page("Final Model")
 
 
@@ -356,7 +356,7 @@ elif st.session_state.current_page == "EDA":
     st.markdown("<h2 class='subtitle' style='text-align: center;'>How Specific Columns Affect Life Expectancy</h2>", unsafe_allow_html=True)
 
     # GDP vs. Life Expectancy
-    st.image("images/specific_col_affecting_target.png", caption="GDP vs. Life Expectancy", use_container_width=True)
+    st.image("images/specific_col_affecting_target.png", caption="Features vs. Life Expectancy", use_container_width=True)
     st.markdown("""
         <h5> 
         Insights: 
@@ -389,10 +389,13 @@ elif st.session_state.current_page == "EDA":
     st.image("images/target_col vs countries.png", caption="Life Expectancy vs Developed / Undeveloped Countries", use_container_width=True)
     st.markdown("""
         <h5 style="text-align: center;">   
-        - Insight: Life Expectancy is <b>higher in Developed Countries</b> due to Advanced Healthcare, Better Nutrition, Medical Interventions.
+         Insight: Life Expectancy is <b>higher in Developed Countries</b> due to Advanced Healthcare, Better Nutrition, Medical Interventions.
         </h5>""", unsafe_allow_html=True)
     st.markdown("<br>", unsafe_allow_html=True)
 
+    if st.button("🔙 Go Back to Model Report"):
+        switch_page("Model Report") 
+        
 # Hands-on Model Page
 elif st.session_state.current_page == "Hands-on Model":
     st.title("Hands-on Model")