/time-series-analysis

Primary LanguageJupyter Notebook

Timeseries

Materials We Provide

Topic Description Link
Lesson Introduction to Timeseries Starter Code Link

Learning Objectives

After this lesson, you will be able to:

  • Understand how to turn the date into the index
  • Understand and implement the following pandas methods:
    • .rolling()
    • .diff()
    • .pct_change()
    • .shift()

Lesson Outline

Estimated Total Time: 90 mins

I. Intro to Timeseries

  • Load data
  • Set the date column to be the index
  • Explore the data
  • Filtering by date
  • Resampling
  • Lookup Challenge
  • .rolling()
  • .diff()
  • .pct_change()
  • .shift()
  • Making a simple dataset

Additional Resources