---
title: "Discussion on \"How We Built and QA'd a 50-City Official-Source Permit Dataset\" | Hashnode"
description: "Discussion on \"How We Built and QA'd a 50-City Official-Source Permit Dataset\". A reproducible workflow for collecting, validating, reviewing, and publishing local permit-planning research"
url: "https://hashnode.com/posts/how-we-built-and-qa-d-a-50-city-official-source-permit-dataset/6a6790af5fcb8a8e87729ed5"
---

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Discussion

# [How We Built and QA'd a 50-City Official-Source Permit Dataset](https://remodelprojecthelp.hashnode.dev/how-we-built-and-qa-d-a-50-city-official-source-permit-dataset?utm_source=hashnode&utm_medium=feed)

A reproducible workflow for collecting, validating, reviewing, and publishing local permit-planning research

Jul 27 · 7 min read · remodelprojecthelp.hashnode.dev  
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-   [#data-engineering](https://hashnode.com/tag/data-engineering)
-   [#reproducibility](https://hashnode.com/tag/reproducibility)
-   [#open-data](https://hashnode.com/tag/open-data)
-   [#data-quality](https://hashnode.com/tag/data-quality)
-   [#web-research](https://hashnode.com/tag/web-research)

## Written by

[Matthew B. Parson](https://hashnode.com/@remodelprojecthelp)

@remodelprojecthelp

  
[View profile](https://hashnode.com/@remodelprojecthelp)

Data and planning resources from Remodel Project Help.

Remodel Project Help publishes official-source remodeling planning research, homeowner checklists, and data resources. It does not perform remodeling work.

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