SHorT-CA: Smart Home Repository of Time series with Contextual Anomalies

Smart Home Repository of Time series with Contextual Anomalies (SHoRT-CA) comprises multivariate time series data measuring indoor air quality in a smart home. The repository comprises multiple datasets, including data values of air quality, human activity, and environmental interaction, which contain data recorded at different time intervals and periods. The real-world contextual anomalies are induced into the datasets by performing various experiments to affect the sensors. The repository consists of data files, anomaly descriptions, and figures of sensor values and highlighted anomalies.