Time Series Data in Python

Section One - Time Series Data in Python with Pandas

In section one of this textbook, you will learn how to work with and plot time series data using the pandas package for Python.

Learning Objectives

After completing this section of the textbook, you will be able to:

  • Handle different date and time fields and formats using pandas.
  • Set a datetime field as an index when importing data into a pandas dataframe.
  • Subset time series data by date and timeframe (e.g. daily, monthly, yearly).
  • Handle missing data values using pandas.
Section 1. Time Series Data in Python
Chapter 1 : Time Series Data in Pandas
Chapter 1.5 : Flood Returns Period Analysis in Python