Update app_web.py

app_web.py

@@ -127,7 +127,7 @@ def render_landing_page():
                 investments = analyze_investments()
 
                 c2vc = {}
-                for vc in pol_geo_ref["value_chain"].unique()[:3]:
+                for vc in pol_geo_ref["value_chain"].unique():
                     status.update(label=f'Analyzing committment to {vc} production...')
                     prompt = f"Look up and retrieve all relevant information on {vc} production in {country} from the knowledgebase."     
                     qu_result = understand_query(prompt, cfg)
@@ -641,7 +641,7 @@ def render_db():
     row3 = st.container()
     
     with row0[0]:
-        st.markdown(f"#### Pillar 1: Value Chain Alignemnt with Political Incentives")       
+        st.markdown(f"#### Pillar 1: Value Chain Alignment with Political Incentives")       
         score_cols = ["value_chain", "trend", "strategic_importance_score", 
               "institutional_committment_score", "trend_normalized",
               "strategic_importance_normalized", "institutional_commitment_normalized"]
@@ -671,7 +671,7 @@ def render_db():
                     #     )}
                     )
     with row0[1]:
-        st.markdown(f"#### Pillar 1: Investment Alignemnt with Political Incentives") 
+        st.markdown(f"#### Pillar 1: Investment Alignment with Political Incentives") 
         investment_rename_cols = {
                 "investments":"Investment",
                 "time_to_impact":"Time to Impact",