Update README.md

README.md

@@ -16,7 +16,50 @@ tags:
 - blog-posts
 - large-scale
 - english
-pretty_name: Medium Articles Corpus
+pretty_name: Medium Articles Corpus (10K Sample)
 size_categories:
-- 1K<n<10K
----
+- 10K<n<100K
+---
+
+# Medium Articles Corpus (10K Sample)
+
+The **Medium Articles Corpus** is a massive, clean dataset of articles scraped from Medium.com. This sample version contains **10,000 articles** and is designed to showcase the quality and structure of the full corpus for researchers and developers.
+
+### Dataset Features
+
+This dataset includes the following key features, provided in a single, well-structured CSV file:
+
+-   **`title`**: The headline of the article.
+-   **`content`**: The full body text of the article.
+-   **`tags`**: The topics and keywords associated with the article.
+-   **`author`**: The name of the article's author.
+-   **`date`**: The publication date of the article.
+-   **`claps`**: The number of claps (upvotes) the article received.
+-   **`comments`**: The number of comments on the article.
+
+### Use Cases
+
+This dataset is ideal for:
+
+-   **Language Model Prototyping:** A manageable corpus for quickly testing and validating language model architectures.
+-   **Topic Modeling:** Discovering popular and emerging trends on the platform using unsupervised learning methods.
+-   **Text Classification:** Training small-scale models to automatically categorize articles by topic, genre, or sentiment.
+-   **Exploratory Data Analysis:** Getting a feel for the dataset's structure, quality, and content.
+
+### Dataset Structure
+
+The data is provided in a single CSV file with the following columns:
+
+| Column Name | Description                                    | Example                               |
+|-------------|------------------------------------------------|---------------------------------------|
+| `title`     | The article headline                           | "How I Built a Recommendation Engine" |
+| `content`   | The full article text                          | "In this article, I will..."          |
+| `tags`      | Comma-separated list of tags                   | "AI, Machine Learning, Python"        |
+| `author`    | The author's name                              | "Jane Doe"                            |
+| `date`      | Publication date                               | "2023-10-27"                          |
+| `claps`     | Number of claps                                | 1500                                  |
+| `comments`  | Number of comments                             | 50                                    |
+
+### How to Use
+
+You can easily load this dataset using the Hugging Face `datasets` library.