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#422: How data scientists use Python
Talk Python To Me
The role of pandas in the data science community
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- df.describe is like 300 lines of SQL.
- Knowing pandas allows you to utilize libraries for grid computing and complex SQL queries.
- Pandas is a gateway to the broader data science community.
- Pandas is a widely used tool for data analysis and manipulation.
- Pandas 2.0 is now available and uses Pi Arrow for better performance.
- Pandas 2.0 handles strings and missing values more effectively.
- Pandas may have support for serialization formats like parquet.
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