| language: | |
| - en | |
| dataset_info: | |
| - config_name: default | |
| features: | |
| - name: label | |
| dtype: int64 | |
| - name: t_label | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 491481554 | |
| num_examples: 650000 | |
| - name: test | |
| num_bytes: 37861188 | |
| num_examples: 50000 | |
| download_size: 323230667 | |
| dataset_size: 529342742 | |
| - config_name: test | |
| features: | |
| - name: label | |
| dtype: int64 | |
| - name: t_label | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 37861188 | |
| num_examples: 50000 | |
| download_size: 23535516 | |
| dataset_size: 37861188 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| ## label | |
| 0 - Negative (from stars 0 and 1) | |
| 1 - Neutral (from star 2) | |
| 2 - Positive (from stars 3 and 4) | |
| ## example | |
| ``` | |
| {'label': 0, | |
| 't_label': 'Negative', | |
| 'text': 'dr. goldberg offers everything i look for in a general practitioner. he's nice and easy to talk to without being patronizing; he's always on time in seeing his patients; he's affiliated with a top-notch hospital (nyu) which my parents have explained to me is very important in case something happens and you need surgery; and you can get referrals to see specialists without having to see him first. really, what more do you need? i'm sitting here trying to think of any complaints i have about him, but i'm really drawing a blank.'} | |
| ``` | |
| ## source | |
| Yelp | |
| cited from : | |
| Xiang Zhang, Junbo Zhao, Yann LeCun. Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015). | |