---
title: "#reference-vs-value-python articles | Hashnode"
description: "Explore 1 articles tagged #reference-vs-value-python on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/reference-vs-value-python"
---

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# #reference-vs-value-python

1 posts · 0 followers

[Nafisa Alam](https://hashnode.com/@nafisaalam) · [Mar 2](https://hashnode.com/posts/why-shallow-copies-fail-on-nested-data/69a54b3f69048ea933dd9a00)

### [Why Shallow Copies Fail on Nested Data](https://codengocool.hashnode.dev/why-shallow-copies-fail-on-nested-data?utm_source=hashnode&utm_medium=feed)

The Mutability Mistakes Killing Your Code | Part 2

5 min read · [codengocool.hashnode.dev](https://codengocool.hashnode.dev/why-shallow-copies-fail-on-nested-data?utm_source=hashnode&utm_medium=feed)