Update app.py

app.py

@@ -119,12 +119,11 @@ def analyze_data(csv_file, additional_notes=""):
     analysis_result = agent.run("""
         You are an expert data analyst. Perform comprehensive analysis including:
         1. Basic statistics and data quality checks
-        2. 3 insightful analytical questions about relationships in the data
-        3. Visualization of key patterns and correlations
-        4. Actionable real-world insights derived from findings.
-        Don't write to any files. Just return all results in the interface.
-        Generate publication-quality visualizations and save to './figures/'.
-        You are a helpful data analysis agent. ONLY return valid Python code. 
+        2. Visualization of key patterns and correlations
+        3. Actionable real-world insights derived from findings.
+        4. Don't write to any files. Just return all results in the interface.
+        5. Generate publication-quality visualizations and save to './figures/'.
+        You are a helpful data analysis agent. Just return insight information and visualization.
         Do not include explanations, comments, or any non-code text. 
         Do not use 'open()' or write to files. Just return variables and plots.
         The dictionary should have the following structure: