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Time series for event detection

Source: R/data.R
examples_harbinger.Rd

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)
#> # A tibble: 6 × 5
#>       i serie   min   max event
#>   <int> <dbl> <dbl> <dbl> <lgl>
#> 1     1  3.28 0.556  6.11 FALSE
#> 2     2  3.78 0      8.33 FALSE
#> 3     3  9    6.11  13.3  FALSE
#> 4     4  9.44 8.33  11.1  FALSE
#> 5     5  7.83 5.56  10.6  FALSE
#> 6     6  5.72 2.78   8.89 FALSE