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miloudbelarebia/arabic-tax

Arabic Costs Double on AI — why every Arabic-script language (Darija, MSA, Persian, Urdu) pays a 2x token tax on ChatGPT, Claude & Gemini.

Jupyter Notebook GitHub ↗
★ 2
stars
70
AI relevance
50
solo dev
0
tool sigs

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🧠 LLM providers (2)
OpenAI Gemini
🤖 LLM models (2)
Claude Gemini

GitHub Topics

#arabic-nlp #chatgpt #darija #data-journalism #jupyter-notebook #linguistic-diversity #llm #low-resource-languages #moroccan-arabic #nlp #openai #python #tokenizer #ai-fairness #arabic #egyptian-arabic #modern-standard-arabic #persian #urdu #algerian-arabic

Language breakdown (by bytes)

Python
41.8%
Jupyter Notebook
58.2%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description +25 matched: ai
GitHub topics +25 matched: ai
README head +20 (derived from the score — README text is not stored)

Total AI relevance score: 70 / 100

Position among AI repos in the same language

We track 963 Jupyter Notebook repos, of which 712 score 40 or above on AI relevance. 11 have more stars than this one (top 1.2%), and 229 score higher (top 23.9%).

Owner

Account
miloudbelarebia
Type
User
Followers
9

Je transforme vos POCs en prod et vos donnees en decisions — le reste c'est du monitoring

Dates

Created on GitHub 2026-05-18
Last push 2026-05-18
First seen here 2026-05-18
Last fetched 2026-08-16 16:13

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