Update app.py

app.py

@@ -147,14 +147,13 @@ def create_channel_discrimination_chart(df):
 def render_dashboard(page, df_filtered):
     if page == "Overview":
         st.title("Overview Dashboard")
-        # Create 2x2 grid for overview visualizations
-        col1, col2 = st.beta_columns(2)
+        col1, col2 = st.columns(2)
         with col1:
             st.plotly_chart(create_pie_chart(df_filtered, 'Domain', 'Distribution of Domains'))
         with col2:
             st.plotly_chart(create_gender_ethnicity_distribution_chart(df_filtered))
 
-        col3, col4 = st.beta_columns(2)
+        col3, col4 = st.columns(2)
         with col3:
             st.plotly_chart(create_sentiment_distribution_chart(df_filtered))
         with col4:
@@ -162,21 +161,19 @@ def render_dashboard(page, df_filtered):
 
     elif page == "Sentiment Analysis":
         st.title("Sentiment Analysis Dashboard")
-        # Create visualizations for the sentiment analysis page
-        col1, col2 = st.beta_columns(2)
+        col1, col2 = st.columns(2)
         with col1:
             st.plotly_chart(create_sentiment_distribution_chart(df_filtered))
         with col2:
             st.plotly_chart(create_top_negative_sentiment_domains_chart(df_filtered))
 
-        col3, col4 = st.beta_columns(2)
+        col3, col4 = st.columns(2)
         with col3:
             st.plotly_chart(create_key_phrases_negative_sentiment_chart(df_filtered))
 
     elif page == "Discrimination Analysis":
         st.title("Discrimination Analysis Dashboard")
-        # Create visualizations for the discrimination analysis page
-        col1, col2 = st.beta_columns(2)
+        col1, col2 = st.columns(2)
         with col1:
             st.plotly_chart(create_prevalence_discriminatory_content_chart(df_filtered))
         with col2:
@@ -184,7 +181,6 @@ def render_dashboard(page, df_filtered):
 
     elif page == "Channel Analysis":
         st.title("Channel Analysis Dashboard")
-        # Create visualizations for the channel analysis page
         col1, col2 = st.columns(2)
         with col1:
             st.plotly_chart(create_channel_sentiment_over_time_chart(df_filtered))
@@ -192,4 +188,4 @@ def render_dashboard(page, df_filtered):
             st.plotly_chart(create_channel_discrimination_chart(df_filtered))
 
 # Render the selected dashboard page
-render_dashboard(page, df_filtered)
+render_dashboard(page, df_filtered)