DAAQS

Detect Anomaly in Air Quality Station (DAAQS)

How to run the script

• Clone the repository
• Install the environment with the commands conda env create -f environment.yml
• To activate the environment run conda activate DAAQS
• Then go to the cfg.py file in DAAQS/utils
  • set the cams_folder path A typical cams_folder will contain files like "particulate_matter_2.5um_2019-01-24.nc"
  • set the openaq_folder path A typical openaq_folder will contain files like "2019-01-01/1514765764.ndjson.gz"
• It is a good practice to create a plots folder in the main repository and save the plots there. plots is already added in gitignore.
• Run the script run.py to test. It took 1200 seconds on our machine for 8 weeks so for 52 weeks it should take roughly 130 minutes now.