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lostmygithubaccount committed Sep 26, 2024
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12 changes: 9 additions & 3 deletions docs/posts/walking-talking-cube/index.qmd
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---
title: "Taking a random cube for a walk and making it talk"
author: "Cody Peterson"
date: "2024-09-24"
date: "2024-09-26"
image: thumbnail.png
categories:
- blog
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***Synthetic data with Ibis, DuckDB, Python UDFs, and Faker.***

To follow along, install the required libraries:

```bash
pip install 'ibis-framework[duckdb]' faker plotly
```

## A random cube

We'll generate a random cube of data with Ibis (default DuckDB backend) and
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The names and locations from Faker are bland and unrealistic. The comments are
nonsensical. ~~And most importantly, we haven't filled our quota for blogs
mentioning AI.~~ You could [use language models in Ibis UDFs to generate more
realistic synthetic data](../lms-for-data/index.qmd). In a future blog post, we
will use "open source" language models to do this locally for free.
realistic synthetic data](../lms-for-data/index.qmd). We could use "open source"
language models to do this locally for free, an excercise left to the reader.

## Next steps

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