/DSR_Pandas

Introduction to Pandas for Data Science Retreat in Berlin

Primary LanguageJupyter Notebook

DSR_Pandas

Introduction to Pandas at Data Science Retreat.

Topics:

  • Data structures in Pandas
    • Series
    • DataFrame
  • Selecting data
    • Conditional selects
  • Aggregation
    • GroupBy
    • Resample
  • Dealing with datetime data in Pandas
  • Data cleaning
    • Handling null/missing values
    • Making new columns
    • Apply functions
  • Data manipulation
    • Applying helper functions
  • Combining data
    • Merging
    • Concatenation