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The Data Wrangling Workshop - Second Edition
book

The Data Wrangling Workshop - Second Edition

by Brian Lipp, Shubhadeep Roychowdhury, Dr. Tirthajyoti Sarkar, John Wesley Doyle, Harshil Jain, Robert Thas John, Akshay Khare, Nagendra Nagaraj, Samik Sen, Dr. Vlad Sebastian Ionescu
July 2020
Beginner to intermediate content levelBeginner to intermediate
576 pages
9h 12m
English
Packt Publishing
Content preview from The Data Wrangling Workshop - Second Edition

3. Introduction to NumPy, Pandas, and Matplotlib

Overview

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.

Introduction

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 ...

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Publisher Resources

ISBN: 9781839215001Supplemental Content