| --- |
| 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 (Random Splits) |
| --- |
| |
| # News Articles with Political Bias Annotations (Random Splits) |
|
|
| ## 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 **36,274 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)). |