Update README.md

README.md

@@ -1,3 +1,48 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- en
+tags:
+- article
+- synthetic
+size_categories:
+- 10K<n<100K
+---
+# **Synthesis-Article Dataset**
+
+## Overview
+The **Synthesis-Article** dataset contains scientific article metadata, including titles, abstracts, and categorical labels indicating subject areas such as Computer Science (`cs`), Physics (`phy`), Mathematics (`math`), and Statistics (`stat`). 
+
+## Dataset Details
+- **Modality:** Tabular, Text
+- **Format:** CSV
+- **Size:** 10K - 100K rows
+- **Libraries Used:** `pandas`, `Datasets`, `Croissant`
+- **License:** Apache-2.0
+
+## Dataset Structure
+The dataset consists of the following columns:
+
+| Column Name | Type | Description |
+|------------|------|-------------|
+| `title`    | string | Title of the scientific article |
+| `abstract` | string | Abstract of the article |
+| `cs`       | int64  | Binary label indicating if the article belongs to Computer Science (1: Yes, 0: No) |
+| `phy`      | int64  | Binary label indicating if the article belongs to Physics (1: Yes, 0: No) |
+| `math`     | int64  | Binary label indicating if the article belongs to Mathematics (1: Yes, 0: No) |
+| `stat`     | int64  | Binary label indicating if the article belongs to Statistics (1: Yes, 0: No) |
+
+## Dataset Statistics
+- **Total Rows:** 29,961
+- **Train Split:** ~21K rows
+- **Size of CSV:** 32.8 MB
+- **Size of Auto-Converted Parquet:** 19.8 MB
+
+## Usage
+To load the dataset using `datasets`:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("prithivMLmods/Synthesis-Article")
+print(dataset)