> For the complete documentation index, see [llms.txt](https://www.sonificationkit.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.sonificationkit.com/data-sonification/exercises.md).

# Exercises

| Sonification Exercise                                                                                 | Method            | Tools                                                     |
| ----------------------------------------------------------------------------------------------------- | ----------------- | --------------------------------------------------------- |
| [Women in the Olympics](/data-sonification/exercises/exercise-1-women-in-the-olympics.md)             | Parameter mapping | DataSonifyer, Audacity                                    |
| [Global Protection of LGBTQ+ Rights](/data-sonification/exercises/exercise-2-global-lgbtq+-rights.md) | Parameter mapping | csv-to-midi, Signal                                       |
| [New York City Evictions](/data-sonification/exercises/exercise-3-new-york-city-evictions.md)         | Parameter mapping | Python (or Jupyter Notebook), Logic Pro X (or GarageBand) |

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*Thanks for your patience, toolkit family! More sonification activities are on the way.* 👍
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Hey, IRE 2025! 👋  We'll be working from this [GitHub repository](https://github.com/awalmer/Sonification-Exercises) 💻
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