Pandas Time-Series

This notebook introduces the concept of an index

  • Know how pandas handles dates

  • Understand how to parse strings into datetime objects

  • Know how to write dates as custom formatted strings

  • Be able to access day, month, year, etc. for a DateTimeIndex and a column with dtype datetime

  • Understand both rolling and re-sampling operations and the difference between the two

We will work through the following notebook.

Local Option

You can download the notebook from here

Then browse to your download location and load jupyter:

cd ~/Downloads
jupyter notebook pandas-timeseries.ipynb

Cloud Based Option

You can launch the notebook