---
title: "Discussion on \"The Wrong Axis\" | Hashnode"
description: "Discussion on \"The Wrong Axis\". On patterns, distinction, and the line we keep redrawing between ourselves and our machines.\n\nI. The hospital room, 1959\nThe room is ordinary in the way hospital rooms often are. A bed with metal rail"
url: "https://hashnode.com/posts/the-wrong-axis/6a547651e5d979361b8a68d2"
---

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# [The Wrong Axis](https://muhanadabulhusn.hashnode.dev/the-wrong-axis?utm_source=hashnode&utm_medium=feed)

On patterns, distinction, and the line we keep redrawing between ourselves and our machines. I. The hospital room, 1959 The room is ordinary in the way hospital rooms often are. A bed with metal rail

Jul 13 · 19 min read · muhanadabulhusn.hashnode.dev  
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## Written by

[Muhanad Abulhusn](https://hashnode.com/@muhanadabulhusn)

@muhanadabulhusn · Amsterdam, Netherlands

  
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Reproducible social data science — and the tools that make it reproducible.

I'm a social data analyst working at the intersection of data science, AI integration, and sociopolitical research. I build reproducible studies — open data, validated methods, robustness checks, honest limitations — on questions like how the press frames African elections, where internet shutdowns cost the most, and how violence and displacement move through a conflict. I also build the open-source tooling that makes that kind of analysis repeatable: graph-investigation workbenches and retrieval systems for reading social dynamics out of text. Based in the Netherlands. Python-first, provider-agnostic by design. That's the full-strength version. It opens with the identity, names>

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