UCR Anomaly Archive – Italian Power Demand — ucr_power

Data collection with real-world time-series. Real power demand time series with labeled anomalous intervals. See cefet-rj-dal/united for detailed guidance on using this package and the other datasets available in it. Labels available? Yes

Usage

data(ucr_power_demand)

Format

A list of time series.

Source

UCR Anomaly Archive

Details

This package ships a mini version of the dataset. Use loadfulldata() to download and load the full dataset from the URL stored in attr(url).

References

UCR Time Series Anomaly Archive. See also: Chandola, V., Banerjee, A., & Kumar, V. (2009). Anomaly detection: A survey. ACM Computing Surveys, 41(3), 1–58.

Examples

data(ucr_power_demand)
s <- ucr_power_demand[[1]]
summary(s$value)
#>    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
#>   113.9   123.2   129.5   135.6   138.5   177.6