pandas: Python Data Analysis Library

Introduce

  • A fast and efficient DataFrame object
  • Reading and writing data (csv, txt, excel, sql, hdf5…)
  • Data alignment, handling of missing data, reshape and pivoting of datasets, merge and join of dataset
  • Label-based slicing, fancy indexing and subsetting, hierarchical axis indexing

Modules

DataFrame

  • Missing data handling: dropna,