Pandas is a powerful data manipulation library that provides fast and flexible data structures designed to work with structured data, such as spreadsheets and databases. It offers a wide range of functions for data cleaning, filtering, transforming, and merging.
Pandas Profiling is a powerful tool that provides descriptive statistics and an interactive report for a Pandas DataFrame. It is an open-source Python library that creates a report on your data quickly and efficiently. The report includes a wide range of information about the data, including the number of missing values, data types, unique values, and much more.
Pandas Profiling provides several features to get a comprehensive overview of the data. These features include: