Data Visualization using Plotnine and ggplot

Offered By
In this Free Guided Project, you will:

Learn the basics of Exploratory Data Analysis and Plotnine-ggplot

Visualize data through simple as well as multi line plots using plotnine and ggplot

Visualize data through Density plot and Histogram using plotnine and ggplot

Showcase this hands-on experience in an interview

1.5 hours
Intermediate
No download needed
Split-screen video
English
Desktop only

Welcome to this 1.5 hour long guided project on Data Visualization using Plotnine and ggplot. Plotnine library is a powerful python visualization library based on R's ggplot2 package and a great package to make professional plots. It has the grammar of graphics from ggplot and is used to add layers that control geometries, facets, themes and many constructs. In this project you will learn how to create beautiful visualizations using plotnine and gglot constructs. This guided project is for anyone who wants to learn data visualization or already in the data science field.

Requirements

Some elementary knowledge of Python and Pandas

Skills you will develop

  • Python Programming

  • Pandas

  • Ggplot2

  • Data Visualization (DataViz)

  • Plotnine

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Learner Task 1 : You will be able to learn the basics of Exploratory Data Analysis, Plotnine-ggplot and install it on your colab notebook

  2. Learner Task 2 : You will be able to learn how to import necessary libraries and visualize data through simple as well as multi line plots using plotnine and ggplot

  3. Learner Task 3 : You will be able to visualize data through bar plot and Scatter plot using plotnine and ggplot

  4. Learner Task 4 : You will be able to visualize data through Density plot and Histogram using plotnine and ggplot

  5. Leaner Task 5 : You will be able to visualize data through Box plot and Violin plot using plotnine and ggplot

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently Asked Questions

Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.

Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.

You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.

At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.

Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.

You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.