Automatic Data Analysis Examples
Explore statistical reports that show how automated analysis can turn raw data into models, explanations, visualisations and predictions.
Classic Automatic Statistician examples
Three time series that the original research used to demonstrate compositional model search. Each analysis states its dataset, method, findings and limitations, and each report remains downloadable at its historical URL.
- Airline Passenger Data — trend, evolving seasonality and long-term growth. Report PDF
- Solar Irradiance — long-term structure, variation and periodic behaviour. Report PDF
- Unemployment — structural change, trends and uncertainty over time. Report PDF
Modern examples
The same treatment applied to contemporary business data. Each will state the dataset, the question, the method, the charts, the interpretation and the limitations, with a downloadable report: SaaS revenue, customer churn, website conversion, energy demand, retail sales, sensor data, marketing attribution and product usage.
What every example contains
Dataset and provenance. The question being asked. The method and why it was chosen. Charts. Interpretation in plain language. Limitations, stated rather than buried. A downloadable report.
Want the method rather than the result? Every example links back to the technique it relies on: time-series analysis, Gaussian processes and the published methodology.