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Python Data Science

  1. Python Data Science Toolbox
    • Part I
    • Part II
      • Iterators
      • List Comprehensions and Generators
  2. Importing Data in Python
    • Part I
      • Importing Flat Files
      • Importing Other File Types
      • Working With Relational Databases
    • Part II
      • Importing Data from the Internet
      • Importing Data from APIs and JSON
  3. Cleaning Data in Python
    • Exploring Data
    • Tidying Data for Analysis
    • Combining Data for Analysis
    • Cleaning Data for Analysis
  4. pandas DataFrame
    • pandas Foundations
      • Common Commands
      • Building DataFrames
      • Importing and Exporting
      • Exploratory Data Analysis (EDA)

Note: If notebooks are not loading correctly, go to https://nbviewer.jupyter.org/github/Rion5/Python_Data_Science/tree/master/