In some cases, it is useful to create upsampled time series as well, especially if you're trying to merge several time series with different frequencies. You can do this by using the .resample() ...

To ensure dates are understood correctly, you can use Pandas' Timestamp or base Python’s Datetime types; and they are interchangeable in most cases. It’s the type used for the entries that make up a ...