Rendered version

The rendered HTML version of the textbook can be viewed at:

https://singator.github.io/ind5003-book

The pdf version can be accessed from the release versions on this github site.

Setup instructions

In order to render the pdf and html versions on your own, you will need to:

1. Create a top-level folder called env and create a virtual environment there.
2. Use the requirements.txt file to install the correct packages and versions.
3. Install quarto.

You can then use Rstudio to render the pdf and/or html versions. It should pick up the virtual environment automatically, without needing reticulate.

License

• Text, figures, and other content: © 2025 Vik Gopal, Tiong Wee Lim. Licensed under CC BY-SA 4.0.
• Code snippets: Licensed under the MIT License.
• 

Please cite as:

Gopal, V. and Lim, T.W. (2025) Data Analytics for Sense-Making. Zenodo. doi:10.5281/zenodo.17451642.