Culture Project

EKa'a
| إيقاع

Analyzing contemporary Arabic song lyrics to identify societal portrayals & recurring themes. Expanding methodology across the Global South.

Research Method

EKa'a | إيقاع

Methodology & Scope

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The articles were collected using a crawler that allowed us to scrape lyrics from sites specialized in collecting them, which allowed for safe and systematic gathering.

As this project’s dataset is created on-demand, we only scrape data related to the article requested. The dataset includes only materials available online. The analysis relied on Association Rule mining (ARM), implemented through the Apriori algorithm.

Access on Demand

Available on request

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Custom datasets crafted securely upon request.

Yes, the dataset is accessible to all journalists, researchers, and activists interested in the topic on demand. Please reach out via email to request specific data extraction or linguistic analysis.

This project’s datasets are created on demand. Contact us directly to request custom data.

Outputs

Journalism story

How Sherine Became The Voice of Egypt? A Linguistic Data Analysis

A Rolling Stone MENA article uses linguistic pattern analysis to explain why Sherine deserves the title "Voice of Egypt."

Rolling Stone MENA