3. Introduction to NumPy, Pandas, and Matplotlib
In this chapter, you will learn about the fundamentals of the NumPy, pandas, and matplotlib libraries. You will learn to create one-dimensional and multi-dimensional arrays and manipulate pandas DataFrames and series objects. By the end of this chapter, you will be able to visualize and plot numerical data using the Matplotlib library, as well as to apply matplotlib, NumPy, and pandas to calculate descriptive statistics from a DataFrame or matrix.
In the preceding chapters, we covered some advanced data structures, such as stack, queue, iterator, and file operations in Python. In this chapter, we will cover three essential libraries, namely NumPy, pandas, and matplotlib ...
Get The Data Wrangling Workshop - Second Edition now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.