| | --- |
| | dataset_info: |
| | features: |
| | - name: title |
| | dtype: string |
| | - name: abstract |
| | dtype: string |
| | - name: journal |
| | dtype: string |
| | - name: date |
| | dtype: timestamp[s] |
| | - name: authors |
| | sequence: string |
| | - name: doi |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 2477946 |
| | num_examples: 1035 |
| | download_size: 1290257 |
| | dataset_size: 2477946 |
| | license: apache-2.0 |
| | --- |
| | |
| | # COVID-19 and SARS-CoV-2 Research Papers Dataset |
| |
|
| | The COVID-19 and SARS-CoV-2 Research Papers Dataset is a collection of research papers related to COVID-19 and the SARS-CoV-2 virus. This dataset provides information such as paper titles, abstracts, journals, publication dates, authors, and DOIs. |
| |
|
| | ## Dataset Details |
| |
|
| | - Dataset Name: COVID-19 and SARS-CoV-2 Research Papers Dataset |
| | - Dataset Size: 2,477,946 bytes |
| | - Number of Examples: 1,035 |
| | - Download Size: 1,290,257 bytes |
| | - License: Apache-2.0 |
| |
|
| | ## Dataset Fields |
| |
|
| | The dataset contains the following fields: |
| |
|
| | - **Title**: The title of the research paper. (dtype: string) |
| | - **Abstract**: The abstract of the research paper. (dtype: string) |
| | - **Journal**: The journal in which the research paper was published. (dtype: string) |
| | - **Date**: The publication date of the research paper. (dtype: timestamp[s]) |
| | - **Authors**: The authors of the research paper. (sequence: string) |
| | - **DOI**: The Digital Object Identifier (DOI) of the research paper. (dtype: string) |
| |
|
| | ## Dataset Splits |
| |
|
| | The dataset is split into the following: |
| |
|
| | - **Train**: This split contains 1,035 examples from the COVID-19 and SARS-CoV-2 research papers. |
| |
|
| | ## Usage |
| |
|
| | You can use the COVID-19 and SARS-CoV-2 Research Papers Dataset for various purposes, including text mining, natural language processing (NLP) tasks, and analyzing research trends in the context of COVID-19. |
| |
|
| | ## Loading the Dataset |
| |
|
| | To load the COVID-19 and SARS-CoV-2 Research Papers Dataset, you can use the Hugging Face Datasets library. Here's an example: |
| |
|
| | ```python |
| | from datasets import load_dataset |
| | |
| | # Load the dataset |
| | dataset = load_dataset('pt-sk/ml_research_abs') |
| | |
| | # Access the fields |
| | titles = dataset['train']['title'] |
| | abstracts = dataset['train']['abstract'] |
| | journals = dataset['train']['journal'] |
| | dates = dataset['train']['date'] |
| | authors = dataset['train']['authors'] |
| | dois = dataset['train']['doi'] |
| | ``` |
| |
|
| | ## Citation |
| |
|
| | If you use this dataset in your research or any other work, please consider citing it as: |
| |
|
| | ``` |
| | @dataset{falah_covid19_sarscov2_research_dataset, |
| | author = {Falah.G.Salieh}, |
| | title = {COVID-19 and SARS-CoV-2 Research Papers Dataset}, |
| | year = {2023}, |
| | publisher = {Hugging Face}, |
| | version = {1.0}, |
| | location = {Online}, |
| | url = {https://huggingface.co/datasets/pt-sk/ml_research_abs} |
| | } |
| | ``` |
| |
|
| | ## License |
| |
|
| | The COVID-19 and SARS-CoV-2 Research Papers Dataset is provided under the Apache-2.0 license. |
| |
|
| |
|
| | ``` |
| | |
| | |
