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Eual11/Amharic-Corpus-Analysis

Domaine:

natural language processing

Type de record:

dataset
Créateur:
Eua
Hôte:
Amharic Corpus Analysis The Amharic Corpus Analysis project is designed to create a comprehensive Amharic language dataset by scraping and aggregating text data from various online sources, filtering out non-Amharic content, and analyzing the word frequency distribution to gain insights into the Amharic language. Table of Contents About The Project Built With Getting Started Prerequisites Installation Usage Todos Contributing License Contact ## About The Project [![Product Name Screen Shot][freq-screenshot]](#) [![Product Name Screen Shot][test-screenshot]](#) [![Product Name Screen Shot][dist-screenshot]](#) This project is all about understanding and working with the Amharic language, which is spoken widely in Ethiopia and is one of Africa's most commonly used languages. We're collecting a lot of written Amharic text from different places on the internet, like news articles and websites, to create a valuable resource. ## Key Objectives 1. **Collecting Amharic Text**: We're developing a tool that automatically finds and gathers Amharic text from the internet. This way, we'll have a diverse and up-to-date collection of Amharic language examples. 2. **Separating Amharic Text**: Not all the text we find will be in Amharic. We're building a system that can figure out which parts are in Amharic and remove any text in other languages. 3. **Analyzing Word Frequency**: Once we have our collection of Amharic text, we'll study how often different words are used. This will help us understand which words are most common in the Amharic language. 4. **Checking Zipf's Law**: Many languages, including Amharic, follow a pattern called Zipf's law, where the frequency of words often follows a specific pattern. We'll investigate if Amharic follows this pattern too. 5. **Sharing the Dataset**: Finally, we'll make the curated Amharic collection and our analysis available to the public. This will allow researchers, linguists, and developers to use this v …