Description Usage Format References
This dataset comes from a study about fine particle pollution in five Chinese cities. The data are available on the following website https://archive.ics.uci.edu/ml/datasets/PM2.5+Data+of+Five+Chinese+Cities#. The present dataset concerns the city of Shanghai. From the initial dataset, we have removed the lines that contain NA observations and we then extract the first 5000 observations. Then we consider only pollution variables and weather variables.
1 | data("shan")
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A data frame with 5000 rows and 10 variables:
PM2.5 concentration in the Xuhui district (ug/m3).
PM2.5 concentration in the Jing’an district (ug/m3).
PM2.5 concentration in the U.S diplomatic post (ug/m3).
Dew Point (Celsius Degree).
Temperature (Celsius Degree).
Humidity (%).
Pressure (hPa).
Cumulated wind speed (m/s).
hourly precipitation (mm).
Cumulated precipitation (mm).
E. Caron, J. Dedecker and B. Michel (2019). Linear regression with stationary errors: the R package slm. arXiv preprint arXiv:1906.06583. https://arxiv.org/abs/1906.06583.
X. Liang, S. Li, S. Zhang, H. Huang, S.X. Chen (2016). PM2.5 data reliability, consistency, and air quality assessment in five Chinese cities. Journal of Geophysical Research: Atmospheres, 121(17), 10–220.
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