File size: 2,813 Bytes
75d0c04 3d74508 75d0c04 3d74508 75d0c04 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 |
---
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.
```
|