What this book covers

Chapter 1, Working with Different Kinds of Datasets, teaches you about using advanced options when reading data from CSV files and Excel files.

Chapter 2, Data Selection, looks at how to use the pandas series data structure to select data. You will also learn how to sort and filter data from pandas DataFrames and how to change datatypes in pandas series.

Chapter 3, Manipulating, Transforming, and Reshaping Data, explores how to modify pandas DataFrames. You will also learn how to use the GroupBy method, how to handle missing values, and how to index methods in pandas DataFrames. This chapter will also teach you how to work with dates and time data and how to apply functions to pandas series or DataFrames.

Chapter 4

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