albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#1)
8928966
| language: | |
| - en | |
| paperswithcode_id: web-of-science-dataset | |
| pretty_name: Web of Science Dataset | |
| dataset_info: | |
| - config_name: WOS5736 | |
| features: | |
| - name: input_data | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| - name: label_level_1 | |
| dtype: int32 | |
| - name: label_level_2 | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 8051533 | |
| num_examples: 5736 | |
| download_size: 60222421 | |
| dataset_size: 8051533 | |
| - config_name: WOS11967 | |
| features: | |
| - name: input_data | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| - name: label_level_1 | |
| dtype: int32 | |
| - name: label_level_2 | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 16248391 | |
| num_examples: 11967 | |
| download_size: 60222421 | |
| dataset_size: 16248391 | |
| - config_name: WOS46985 | |
| features: | |
| - name: input_data | |
| dtype: string | |
| - name: label | |
| dtype: int32 | |
| - name: label_level_1 | |
| dtype: int32 | |
| - name: label_level_2 | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 65471726 | |
| num_examples: 46985 | |
| download_size: 60222421 | |
| dataset_size: 65471726 | |
| # Dataset Card for "web_of_science" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** [https://data.mendeley.com/datasets/9rw3vkcfy4/6](https://data.mendeley.com/datasets/9rw3vkcfy4/6) | |
| - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of downloaded dataset files:** 180.67 MB | |
| - **Size of the generated dataset:** 89.81 MB | |
| - **Total amount of disk used:** 270.48 MB | |
| ### Dataset Summary | |
| Copyright (c) 2017 Kamran Kowsari | |
| Permission is hereby granted, free of charge, to any person obtaining a copy of this dataset and associated documentation files (the "Dataset"), to deal | |
| in the dataset without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| copies of the Dataset, and to permit persons to whom the dataset is furnished to do so, subject to the following conditions: | |
| The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Dataset. | |
| If you use this dataset please cite: Referenced paper: HDLTex: Hierarchical Deep Learning for Text Classification | |
| Description of Dataset: | |
| Here is three datasets which include WOS-11967 , WOS-46985, and WOS-5736 | |
| Each folder contains: | |
| -X.txt | |
| -Y.txt | |
| -YL1.txt | |
| -YL2.txt | |
| X is input data that include text sequences | |
| Y is target value | |
| YL1 is target value of level one (parent label) | |
| YL2 is target value of level one (child label) | |
| Web of Science Dataset WOS-5736 | |
| -This dataset contains 5,736 documents with 11 categories which include 3 parents categories. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### WOS11967 | |
| - **Size of downloaded dataset files:** 60.22 MB | |
| - **Size of the generated dataset:** 16.25 MB | |
| - **Total amount of disk used:** 76.48 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### WOS46985 | |
| - **Size of downloaded dataset files:** 60.22 MB | |
| - **Size of the generated dataset:** 65.50 MB | |
| - **Total amount of disk used:** 125.72 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### WOS5736 | |
| - **Size of downloaded dataset files:** 60.22 MB | |
| - **Size of the generated dataset:** 8.05 MB | |
| - **Total amount of disk used:** 68.27 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### WOS11967 | |
| - `input_data`: a `string` feature. | |
| - `label`: a `int32` feature. | |
| - `label_level_1`: a `int32` feature. | |
| - `label_level_2`: a `int32` feature. | |
| #### WOS46985 | |
| - `input_data`: a `string` feature. | |
| - `label`: a `int32` feature. | |
| - `label_level_1`: a `int32` feature. | |
| - `label_level_2`: a `int32` feature. | |
| #### WOS5736 | |
| - `input_data`: a `string` feature. | |
| - `label`: a `int32` feature. | |
| - `label_level_1`: a `int32` feature. | |
| - `label_level_2`: a `int32` feature. | |
| ### Data Splits | |
| | name |train| | |
| |--------|----:| | |
| |WOS11967|11967| | |
| |WOS46985|46985| | |
| |WOS5736 | 5736| | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Citation Information | |
| ``` | |
| @inproceedings{kowsari2017HDLTex, | |
| title={HDLTex: Hierarchical Deep Learning for Text Classification}, | |
| author={Kowsari, Kamran and Brown, Donald E and Heidarysafa, Mojtaba and Jafari Meimandi, Kiana and and Gerber, Matthew S and Barnes, Laura E}, | |
| booktitle={Machine Learning and Applications (ICMLA), 2017 16th IEEE International Conference on}, | |
| year={2017}, | |
| organization={IEEE} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun) for adding this dataset. |