data_air: Beijing air quality dataset

In gmgm: Gaussian Mixture Graphical Model Learning and Inference

Beijing air quality dataset

Description

This dataset includes hourly air pollutants and weather data measured at the Dongsi air quality monitoring site in Beijing (China) for 320 complete days of the year 2015. These data are taken from the Beijing Multi-Site Air Quality Dataset published in the UCI Machine Learning Repository: https://archive.ics.uci.edu/ml/datasets/Beijing+Multi-Site+Air-Quality+Data (Zhang et al., 2017).

Usage

data_air

Format

A data frame (tibble) with 7680 rows and 6 columns:

• DATE: day's date;

• HOUR: hour of the day;

• NO2: nitrogen dioxide concentration (μg/m³);

• O3: ozone concentration (μg/m³);

• TEMP: temperature (°C);

• WIND: wind speed (m/s).

References

Zhang, S., Guo, B., Dong, A., He, J., Xu, Z. and Chen, S. X. (2017). Cautionary Tales on Air-Quality Improvement in Beijing. Proceedings of the Royal Society A, 473.

See Also

data_body, gmbn_body, gmdbn_air, gmm_body

gmgm documentation built on Sept. 9, 2022, 1:07 a.m.