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Lumen — Data Analysis Dashboard
Upload any dataset and get KPIs, insights, anomaly detection, and AutoML — in one click.
100% test coverageAutoML pipeline
End-to-end automated data-analysis web app turning any uploaded dataset into a dashboard with KPIs, plain-English insights, and charts. Dataset-agnostic anomaly detection using scikit-learn Isolation Forest with adjustable sensitivity. Leak-free AutoML pipeline with Pipeline + ColumnTransformer, cross-validated.
Pure-function analysis engine with full pytest coverage (10/10 passing). Reproducible cleaning workflows that export as runnable pandas code.
Built with
PythonStreamlitscikit-learnPandasPlotlypytest