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diff --git a/datasets/occupancy/README.md b/datasets/occupancy/README.md new file mode 100644 index 0000000..0e961a5 --- /dev/null +++ b/datasets/occupancy/README.md @@ -0,0 +1,29 @@ +# Room occupancy data + +Dataset on detecting room occupancy based on several variables. For our +dataset we use the Temperature, Humidity, Light, and CO2 variables from the +training dataset. + +This dataset is obtained from the [UCI +repository](https://archive.ics.uci.edu/ml/datasets/Occupancy+Detection+) +on 2019-06-10. As it is unclear whether the data can be redistributed as part +of this repository, we download it locally instead. + +The data is sampled at every 16 observations to reduce the length of the +series. + +When using this particular time series, please cite: + +```bib +@article{candanedo2016accurate, + title={Accurate occupancy detection of an office room from light, temperature, humidity and $\text{CO}_2$ measurements using statistical learning models}, + author={Candanedo, L. M. and Feldheim, V.}, + journal={Energy and Buildings}, + volume={112}, + pages={28--39}, + year={2016}, + publisher={Elsevier} +} +``` + + |