Update app.py

app.py

@@ -22,6 +22,19 @@ if uploaded_file is not None:
     
     # Show the dataset
     st.write("Dataset:")
+    st.dataframe(df)
+
+        # Convert categorical (str) data to numerical
+    st.write("Converting Categorical Columns to Numerical Values:")
+    label_encoder = LabelEncoder()
+    
+    for col in df.columns:
+        if df[col].dtype == 'object' or len(df[col].unique()) <= 10:
+            st.write(f"Encoding Column: **{col}**")
+            df[col] = label_encoder.fit_transform(df[col])
+    
+    # Display the dataset after conversion
+    st.write("Dataset After Conversion:")
     st.dataframe(df)
     
     # Model Training Section