Update app.py

app.py

@@ -67,17 +67,8 @@ def analyze_data(data, visualization_type, class_size=10):
     st.write(data.dtypes)
 
     # Combine numerical and non-numerical summaries
-    st.write("Summary Statistics:")
-    combined_stats = pd.concat(
-        [
-            data.describe(include=[np.number]),
-            data.describe(include=['object', 'category'])
-        ],
-        axis=1
-    )
-    st.write(combined_stats)
-
-    numeric_data = data.select_dtypes(include=[np.number])
+
+
 
     # Visualization logic
     if visualization_type == "Heatmap" and not numeric_data.empty: