| ---
|
| dataset_info:
|
| features:
|
| - name: topic
|
| dtype: string
|
| - name: source
|
| dtype: string
|
| - name: bias
|
| dtype:
|
| class_label:
|
| names:
|
| '0': '0'
|
| '1': '1'
|
| '2': '2'
|
| - name: url
|
| dtype: string
|
| - name: title
|
| dtype: string
|
| - name: date
|
| dtype: string
|
| - name: authors
|
| dtype: string
|
| - name: content
|
| dtype: string
|
| - name: content_original
|
| dtype: string
|
| - name: source_url
|
| dtype: string
|
| - name: bias_text
|
| dtype:
|
| class_label:
|
| names:
|
| '0': left
|
| '1': right
|
| '2': center
|
| - name: ID
|
| dtype: string
|
| splits:
|
| - name: train
|
| num_bytes: 342169887
|
| num_examples: 27978
|
| - name: test
|
| num_bytes: 15232421
|
| num_examples: 1300
|
| - name: valid
|
| num_bytes: 84576118
|
| num_examples: 6996
|
| download_size: 262975174
|
| dataset_size: 441978426
|
| configs:
|
| - config_name: default
|
| data_files:
|
| - split: train
|
| path: data/train-*
|
| - split: test
|
| path: data/test-*
|
| - split: valid
|
| path: data/valid-*
|
| license: apache-2.0
|
| language:
|
| - en
|
| pretty_name: News Articles with Political Bias Annotations
|
| ---
|
| |
| # News Articles with Political Bias Annotations (All Articles) |
|
|
| ## Source |
|
|
| Derived from Baly et al.'s work: |
| [We Can Detect Your Bias: Predicting the Political Ideology of News Articles](https://aclanthology.org/2020.emnlp-main.404/) (Baly et al., EMNLP 2020) |
|
|
| ## Information |
|
|
| This dataset contains **37,554 news articles** manually annotated for political ideology, either "left", "center", or "right". |
| This version contains **randomly selected** test/training/validation splits, identical to those used by Baly (according to their [git repository](https://github.com/ramybaly/Article-Bias-Prediction)). |
|
|
| **In the Baly dataset, there are *1280* unsorted articles that are not associated with the train, test, or validation sets. These 1280 articles have been appended to the training set.** |
| To access the dataset with exactly Baly's splits, see [siddharthmb/article-bias-prediction-random-splits](https://huggingface.co/datasets/siddharthmb/article-bias-prediction-random-splits). |
