Chapter 2: Data Analysis and Visualization

Table 1. Abstract

Goal

Explore the Python data analysis and visualization libraries

Objectives

  • Import, manipulate, analyze and visualize data at a basic level using Jupyter Notebooks

  • Import data into a Jupyter notebook. Import the required Python libraries to clean, filter, and transform data

Sections

  • Data Analysis and Visualization

  • Explore Data with Pandas (Lab)

  • Multi-dimensional data analysis with NumPy (Lab)

  • Visualizing Data with Matplotlib (Lab)

Objectives

  • Import, manipulate, analyze and visualize data at a basic level using Jupyter Notebooks Assessment

  • Import data into a Jupyter notebook. Import the required Python libraries to clean, filter, and transform data