Vijay Kumari
What are the uses of Pandas in Python?
By Vijay Kumari in Machine Learning on Sep 16 2019
  • Rohit Gupta
    Sep, 2019 17

    Use of Pandas in Python are:

    • DataFrame object for data manipulation with integrated indexing.
    • Tools for reading and writing data between in-memory data structures and different file formats.
    • Data alignment and integrated handling of missing data.econometrics
    • Reshaping and pivoting of data sets.
    • Label-based slicing, fancy indexing, and subsetting of large data sets.
    • Data structure column insertion and deletion.
    • Group by engine allowing split-apply-combine operations on data sets.
    • Data set merging and joining.
    • Hierarchical axis indexing to work with high-dimensional data in a lower-dimensional data structure.
    • Time series-functionality: Date range generation and frequency conversion, moving window statistics, moving window linear regressions, date shifting and lagging.
    • Provides data filtration.

    For a detailed tutorial on Python Pandas please visit https://www.c-sharpcorner.com/article/a-complete-pandas-tutorial/

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