Update pages/EDA.py

pages/EDA.py

@@ -489,7 +489,7 @@ st.pyplot(fig)
 st.markdown("<h2 style='color: #2E86C1; font-size: 24px;'> Correlation Heatmap of Soil & Climate Factors</h2>", unsafe_allow_html=True)
 corr_matrix = df[['Nitrogen', 'Phosphorus', 'Potassium', 'Temperature', 'Humidity', 'pH_Value', 'Rainfall']].corr()
 fig, ax = plt.subplots(figsize=(5, 3))  # Reduced size
-sns.heatmap(corr_matrix, annot=True, cmap="coolwarm", ax=ax, annot_kws={"size": 5} )  # Reduced value size inside heatmap
+heatmap = sns.heatmap(corr_matrix, annot=True, cmap="coolwarm", ax=ax, annot_kws={"size": 5} )  # Reduced value size inside heatmap
 ax.tick_params(axis='x', labelsize=5)  # Decreased x-axis tick size
 ax.tick_params(axis='y', labelsize=5)  # Decreased y-axis tick size
 cbar = heatmap.collections[0].colorbar