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examples/README.md
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* [**Create a Black Box Test Case**](https://aider.chat/examples/add-test.html): GPT creates a "black box" test case without access to the source of the method being tested, using only a [high level map of the repository based on ctags](https://aider.chat/docs/ctags.html).
* [**Download, analyze and plot US Census data**](https://aider.chat/examples/census.html): GPT-4 downloads census data, suggests some hypotheses to test and then summarizes and plots a graph of the results.
* [**Download, analyze and plot US Census data**](https://aider.chat/examples/census.html): GPT-4 downloads census data, suggests some hypotheses to test, tests one and then summarizes and plots a graph of the results.
* [**Semantic Search & Replace**](semantic-search-replace.md): Updating a collection of function calls, which requires dealing with various formatting and semantic differences in the various function call sites.

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examples/census.md
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Inspired by
[Ethan Mollick's recent blog article about ChatGPT plugins](https://www.oneusefulthing.org/p/it-is-starting-to-get-strange),
I used `aider` and GPT-4 to do data analysis of some US Census data.
I had GPT-4 tell me how to download census data, suggest some hypotheses to test and then write the code to do all that, including a summary and plot of the results.
I had GPT-4 tell me how to download census data, suggest some hypotheses to test and then write the code to test one and provide a summary and plot of the results.
## Chat transcript