The Automatic Statistician

Airline passenger volume. View report.
A classic data set demonstrating non-stationary periodicity.

Solar irradiance. View report.
The automatic statistician identifies the unusual period of very low sun spot activity known as the Maunder minimum.

Sulphuric acid production. View report.
Creative usage of change points.

Unemployment figures. View report.
An example where the automatic statistician identifies that it has failed to capture all aspects of the data (see the model checking section).

Number of affairs. View report.
A simple but insightful model. Gaussian noise clearly inappropriate but identified by appropriate model criticism.

Stove smoke. View report
A simple analysis of data relating to wood burning stoves. Only a linear model is required to find patterns in the data that would not be apparent from looking at plots of pairs of variables alone.