7. Pandas (Processing Lots of Data)

• 7.1. An Introduction to Working with Dataframes
• 7.2. Manipulating Data and Dataframes
  • 7.2.1. Getting Detailed Information about our Dataframe
  • 7.2.2. Simple Indexing with Labels
  • 7.2.3. Creating New Dataframes with Indexing
  • 7.2.4. Reordering Columns
  • 7.2.5. Removing Columns
• 7.3. Working with Categorical Data
  • 7.3.1. Replacing Values
  • 7.3.2. Value Counts
  • 7.3.3. Cross Tabulation
• 7.4. Working with Continuous Data
  • 7.4.1. Preparing our Dataset
  • 7.4.2. A Small Aside About Reusable Code
  • 7.4.3. Looking at Associations Using Correlations
  • 7.4.4. Looking at Associations by Group (Category)