Data Storytelling with Generative AI: Using Python and Altair

This is the code repository for Data Storytelling with Generative AI: Using Python and Altair, published by Manning Publications.

Install required packages using the following command:

pip install -r requirements.txt

Part 1: Introducing the application of Altair and generative AI to data storytelling

1. Introducing Data Storytelling

2. Running your first data story in Altair and GitHub Copilot

3. Reviewing the basic concepts of Altair

4. Generative AI Tools for Data Storytelling

Part 2: Using the DIKW pyramid for data storytelling

5. Crafting a data story through the DIKW Pyramid

6. From Data to Information: extracting insights

7. From Information to Knowledge: building textual context

8. From Information to Knowledge: building visual context

9. From Knowledge to Wisdom: adding next steps

Part 3: Deliver the data story

10. Ethical Reflections

11. Building the final data story

APPENDIXES

A. Technical Requirements

B. Python Pandas DataFrame

Case Studies