examples_harbinger: Time series for event detection

In harbinger: A Unified Time Series Event Detection Framework

Time series for event detection

Description

A list of time series for demonstrating event detection tasks.

• nonstationarity: synthetic nonstationary time series.

• global_temperature_yearly: yearly global temperature.

• global_temperature_monthly: monthly global temperature.

• multidimensional: multivariate series with a change point.

• seattle_week: Seattle weekly temperature in 2019.

• seattle_daily: Seattle daily temperature in 2019.

#'

Usage

data(examples_harbinger)

Format

A list of time series.

Source

Harbinger package

References

Harbinger package

Ogasawara, E., Salles, R., Porto, F., Pacitti, E. Event Detection in Time Series. 1st ed. Cham: Springer Nature Switzerland, 2025. doi:10.1007/978-3-031-75941-3

Examples

data(examples_harbinger)
# Inspect a series (Seattle daily temperatures)
serie <- examples_harbinger$seattle_daily
head(serie)

harbinger documentation built on Feb. 11, 2026, 9:06 a.m.