Introduction
  • Introduction
A project to get us started
  • Project introduction: What's the data & what do we want to achieve?
  • Ingesting data & cleaning it up
  • Initial insight from the data
  • Extracting a little more insight
The Pandas Essentials
  • Importing data
  • Inspecting our dataframe - what do we have to work with?
  • Handling missing values
  • Removing duplicated data
  • Where Statements
  • Selecting specific fields from the dataframe
  • Replacing values in our dataframe
  • Group By
  • Ranking our dataframes on a specific field value
  • The Apply function: data cleanup & additional insight
  • Write dataframes back to files
Practicing what we have learned
  • Your challenge, if you accept it
  • Challenge solution
Conclusion
  • A real world example of using Pandas
  • Where do I go from here?
  • Thank you