Update app.py

app.py

@@ -172,7 +172,22 @@ main()  # Call the main function to run the app
 """
     return code
 
-
+# Define required libraries for each predefined analysis task
+TASK_REQUIREMENTS = {
+    "Basic Statistics": ["pandas", "streamlit"],
+    "Correlation Heatmap": ["pandas", "streamlit", "seaborn"],
+    "Histogram": ["pandas", "streamlit", "plotly"],
+    "Box Plot": ["pandas", "streamlit", "plotly"],
+    "Scatter Plot": ["pandas", "streamlit", "plotly"],
+    "Line Plot": ["pandas", "streamlit", "plotly"],
+    "Bar Chart": ["pandas", "streamlit", "plotly"],
+    "Pair Plot": ["pandas", "streamlit", "seaborn"],
+    "Distribution Plot": ["pandas", "streamlit", "seaborn"],
+    "Count Plot": ["pandas", "streamlit", "seaborn"],
+    "Pie Chart": ["pandas", "streamlit", "plotly"],
+    "Area Plot": ["pandas", "streamlit", "plotly"],
+    "Violin Plot": ["pandas", "streamlit", "plotly"]
+}
 
 def generate_requirements(selected_tasks):
     # Set to store all unique required libraries