Hello,
I wanted to say this has been a helpful book to me in reteaching myself time-series in Python. I believe the URL used for the covid dataset is no longer used. I found this repo for OWID here and it confirms that where the Covid data is stored has been updated
OWID COVID-19 Github
I am currently using this in my code. You could double check and see if this dataset was used for this version of the book. It appears to contain the same columns you used in the book. I hope this helps:
owid_covid = pd.read_csv("https://raw.githubusercontent.com/owid/covid-19-data/refs/heads/master/public/data/owid-covid-data.csv")
Hello,
I wanted to say this has been a helpful book to me in reteaching myself time-series in Python. I believe the URL used for the covid dataset is no longer used. I found this repo for OWID here and it confirms that where the Covid data is stored has been updated
OWID COVID-19 Github
I am currently using this in my code. You could double check and see if this dataset was used for this version of the book. It appears to contain the same columns you used in the book. I hope this helps:
owid_covid = pd.read_csv("https://raw.githubusercontent.com/owid/covid-19-data/refs/heads/master/public/data/owid-covid-data.csv")