📊 Statlens Automated Report
✨ AI Executive Summary
$ai_insights
1. Dataset Overview
Rows: $rows
Columns: $columns
Numerical Columns: $numerical_columns
Categorical Columns: $categorical_columns
2. Machine Learning Suggestions
Guessed Target Column: $target_column
Probable ML Task: $ml_task
Suggested Models: $suggested_models
3. Data Quality Alerts
- Duplicate Rows: $duplicate_rows
- Constant Columns: $constant_columns