Incubator Lesson Spotlight: Interactive Data Visualizations in Python

Wed, 27 Apr 2022 00:00:00 +0000

The first virtual CarpentryConnect South Africa 2021 took place from 6 to 17 September. The event included 2 Carpentries workshops, 1 Carpentries instructor training event, 2 networking events, 1 learning session and 1 opening address.

The main goal of CarpentryConnect South Africa 2021 was to build capacity for workshops through instructor training and bring together newer and more experienced community members to share knowledge, network, develop new skills, and develop strategies for building strong local communities around digital and computational literacy in Africa.

Incubator Lesson Spotlight: Interactive Data Visualizations in Python

Tue, 21 Sep 2021 00:00:00 +0000

The Incubator Lesson Spotlight highlights a lesson under development by our community in The Carpentries Incubator. In this edition, we look at the progress being made on the {{page.lesson_title}} lesson, and hear from the authors about how The Carpentries community can get involved with the ongoing development of this lesson.

Lesson Profile

Title: {{page.lesson_title}}
Lesson Pages: https://carpentries-incubator.github.io/python-interactive-data-visualizations/
Lesson Repository: https://github.com/carpentries-incubator/python-interactive-data-visualizations

Learning Objectives

Learn how to wrangle data into a tidy format using the pandas library.
Learn how to create some basic visualizations using the Plotly Express library.
Learn how to create a web app using the Streamlit library for sharing the visualizations, as well as interacting with the data and visualizations via widgets.

Target Audience

This workshop is appropriate for learners who have recently completed the “Plotting and Programming in Python” lesson (or have some experience with Python and pandas), and is targeted specifically to those who want to learn more about creating data visualizations and building interactive dashboards. The lesson can be taught in 1 hour (if you skip the exercises and include Episode 1 in the prep) or up to 2 hours (if you include time for students to work through all the exercises and include Episode 1 in the workshop time).

Jenna-Jordan on The Carpentries

Incubator Lesson Spotlight: Interactive Data Visualizations in Python

Incubator Lesson Spotlight: Interactive Data Visualizations in Python

Lesson Profile

Learning Objectives

Target Audience