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hello everyone again just wanted to give a shout out to repo reham for um giving me the courage to do another one of these environmental um tutorials in our today Im going to be talking about um air quality index collected through the Environmental Protection Agency so I have a script here and Im kind of kind of lead you through the complete journey of all of the different ways in which I attempted to get data from the EPA air quality data from the EPA and the results were varying at times and so it was essentially seemed to be very easy at first but of course only gets harder as you go so Ive already run the script through so just to save time and so I dont have to pause and continue to unpause but basically I have the same data that I used in the previous example where I have the uh the ZIP code from participants have entered as well as the state abbreviation that they provided as well the first thing to know is that the EPA actually have its own R Library called pwfsl smoke um