DataTopics Unplugged: All Things Data, AI & Tech

#65 The Art of Data Storytelling: A Deep Dive with Angelica Lo Duca

Oct 25, 2024

Angelica Lo Duca, a renowned professor and author in data science, shares her journey from programming to teaching data storytelling. She explains the unique role of narrative in data analysis versus traditional reports. The conversation highlights her book on data storytelling with Altair and the impact of generative AI on the field. Angelica also discusses the DIKW pyramid, illustrating how to transform raw data into actionable insights. Listeners gain valuable tips on effective visualization and the necessity of adapting stories for diverse audiences.

01:04:20

Episode guests

Angelica Lo Duca

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Episode notes

Podcast summary created with Snipd AI

Quick takeaways

Data storytelling transforms raw data into actionable knowledge through the DIKW pyramid, enhancing communication for diverse audiences.

Generative AI tools streamline data storytelling processes by automating content creation and tailoring narratives to specific audience contexts.

Deep dives

The Importance of Data Journalism

Data journalism is a distinct subfield that merges data storytelling with journalistic practices, focusing on the communication of news derived from data analysis. It requires a combination of technical skills for data exploration and analysis, alongside effective communication strategies to convey insights to diverse audiences. As this area evolves, it emphasizes the need for fresh and relevant data-driven narratives, which are necessary for engaging the public. This dual focus not only enriches the storytelling process but also prepares students or practitioners to navigate the overlap between technology and humanities.

Intro

3min

Exploring Data Journalism

5min

Exploring Translation and Data Storytelling in Publications

2min

Navigating the Writing Journey

15min

Mastering Data Storytelling in Python

4min

Crafting Data Stories with Visualization Tools

21min

Transforming Data into Narrative

10min

Exploring Data Storytelling Resources and Future Projects

2min

Send us a text

Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.

In this episode, we dive into the world of data storytelling with special guest Angelica Lo Duca, a professor, researcher, and author. Pull up a chair as we explore her journey from programming to teaching, and dive into the principles of turning raw data into compelling stories.

Key topics include:

Angelica’s background: From researcher to professor and published author

Why write a book?: The motivation, process, and why she chooses books over blogs

About the book: Data Storytelling with Altair and Generative AI

Overview of the book: Who it’s for and the key insights it offers

What is data storytelling and how it differs from traditional dashboards and reports

Why Altair? Exploring Altair and Vega-Lite for effective visualizations

Generative AI’s role: How tools like ChatGPT and DALL-E fit into the data storytelling process, and potential risks like bias in AI-generated images

DIKW Pyramid: Moving from raw data to actionable wisdom using the Data-Information-Knowledge-Wisdom framework

Where to buy her books:
https://www.amazon.com/stores/Angelica-Lo-Duca/author/B0B5BHD5VF
https://www.amazon.com/Become-Great-Data-Storyteller-Change/dp/1394283318
https://www.amazon.com/Data-Storytelling-Altair-Angelica-Duca/dp/1633437922/

Snippet: https://livebook.manning.com/book/data-storytelling-with-altair-and-ai/chapter-10/16

Connect with Angelica on Medium for more articles and insights: https://medium.com/@alod83/about

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