UCR Anomaly Archive – NASA Spacecraft — ucr

Data collection with real-world time-series. Real NASA spacecraft monitoring 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_nasa)

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_nasa)
s <- ucr_nasa[[1]]
mean(s$event)
#> [1] 0