Update app.py

app.py

@@ -3,6 +3,8 @@ import pandas as pd
 from pycaret.classification import *
 from pycaret.regression import *
 from pycaret.clustering import *
+from ydata_profiling import ProfileReport
+from streamlit_pandas_profiling import st_profile_report
 import os
 
 # Set page config
@@ -16,7 +18,7 @@ with st.sidebar:
     app_mode = st.selectbox("Navigation", ["Data Upload", "Model Training", "Validation & Exploration"])
     data_type = st.selectbox("Data Type", ["Tabular"])
     st.markdown("---")
-    st.markdown("**Dependencies**: `pycaret`, `pandas`, `streamlit`")
+    st.markdown("**Dependencies**: `pycaret`, `pandas`, `streamlit`, `ydata-profiling`")
     st.markdown("Created by Calvin Allen-Crawford | v2.0 | © 2025")
 
 # Main App Sections
@@ -36,6 +38,14 @@ if app_mode == "Data Upload":
         with col2: st.metric("Columns", df.shape[1])
         with col3: st.metric("Missing Values", df.isna().sum().sum())
 
+        # Generate and display ydata-profiling report
+        st.write("---")
+        st.subheader("Exploratory Data Analysis (EDA)")
+        if st.button("Generate EDA Report"):
+            with st.spinner("Generating EDA Report..."):
+                profile = ProfileReport(df, explorative=True)
+                st_profile_report(profile)
+
 elif app_mode == "Model Training":
     st.title("🧠 Model Training")
     if 'df' not in st.session_state: