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Topics

  • Reshaping and pivoting
  • Creating DataFrames
  • Indexing and selecting data
  • Grouping Data
  • Missing Data
  • Series
  • Duplicated data
  • Resampling
  • Pandas IO tools (reading and saving data sets)
  • Data Types
  • Categorical data

Examples

  • Simple pivoting
  • Pivoting with aggregating
  • Create a sample DataFrame using Numpy
  • Create a sample DataFrame with datetime
  • Create a sample DataFrame with MultiIndex
  • Series with datetime
  • Boolean indexing
  • Stacking and unstacking
  • Select duplicated
  • Drop duplicated
  • Aggregating by size versus by count
  • Counting and getting unique elements
  • Downsampling and upsampling
  • Interpolation
  • Changing dtypes
  • Object Creation

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