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Pandas is your primary tool for data manipulation and analysis. It introduces DataFrames , which act like highly advanced SQL tables or Excel spreadsheets inside your script. Use Pandas to clean missing values, filter rows, and merge distinct datasets. Matplotlib and Seaborn Pandas is your primary tool for data manipulation

Data preparation requires reading and writing files. Master processing Text, CSV, and JSON files, and use try-except blocks to handle corrupt data gracefully. Phase 2: From Python to Data Science Foundations Matplotlib and Seaborn Data preparation requires reading and