---
title: "Discussion on \"The History of a Fact Is the Fact\" | Hashnode"
description: "Discussion on \"The History of a Fact Is the Fact\". A field report crosses my desk: forty killed in a strike on a market town. On its own, that number is close to useless. I cannot tell whether it is a careful count or a first rumor, whether it came fr"
url: "https://hashnode.com/posts/the-history-of-a-fact-is-the-fact/6a20ee6dbaa33b25bdc813f8"
---

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# [The History of a Fact Is the Fact](https://muhanadabulhusn.hashnode.dev/the-history-of-a-fact-is-the-fact?utm_source=hashnode&utm_medium=feed)

A field report crosses my desk: forty killed in a strike on a market town. On its own, that number is close to useless. I cannot tell whether it is a careful count or a first rumor, whether it came fr

Jun 4 · 10 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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