Point out the correct statement.

Pandas consist of set of labeled array data structures
Pandas consist of an integrated group by engine for aggregating and transforming data sets
Pandas consist of moving window statistics
All of the mentioned

The correct answer is D. All of the mentioned.

Pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis / manipulation tool available in any language.

Some of the features of Pandas include:

  • Data structures: Series and DataFrame are two-dimensional labeled array data structures with support for time series, missing data, and multiple index levels.
  • GroupBy: An integrated group by engine for aggregating and transforming data sets.
  • Moving window statistics: Functions for calculating statistics over a moving window of data.
  • Pivot tables: Functions for reshaping and pivoting data.
  • Data visualization: Functions for creating charts and graphs.

Pandas is a powerful tool for data analysis and manipulation. It is used by data scientists, engineers, and analysts around the world.

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