- Introduction
- 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
- 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
- Your challenge, if you accept it
- Challenge solution
- A real world example of using Pandas
- Where do I go from here?
- Thank you