| --- |
| 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) |
