| | --- |
| | language: |
| | - en |
| | task_categories: |
| | - text-classification |
| | --- |
| | # AutoNLP Dataset for project: traffic_nlp_binary |
| |
|
| | ## Table of content |
| | - [Dataset Description](#dataset-description) |
| | - [Languages](#languages) |
| | - [Dataset Structure](#dataset-structure) |
| | - [Data Instances](#data-instances) |
| | - [Data Fields](#data-fields) |
| | - [Data Splits](#data-splits) |
| |
|
| | ## Dataset Descritpion |
| |
|
| | This dataset has been automatically processed by AutoNLP for project traffic_nlp_binary. |
| |
|
| | ### Languages |
| |
|
| | The BCP-47 code for the dataset's language is en. |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Instances |
| |
|
| | A sample from this dataset looks as follows: |
| |
|
| | ```json |
| | [ |
| | { |
| | "text": "1 train is still delayed in both directions", |
| | "target": 1 |
| | }, |
| | { |
| | "text": "maybe there was no train traffic ????. i know the feeling.", |
| | "target": 1 |
| | } |
| | ] |
| | ``` |
| |
|
| | ### Dataset Fields |
| |
|
| | The dataset has the following fields (also called "features"): |
| |
|
| | ```json |
| | { |
| | "target": "ClassLabel(num_classes=2, names=['0', '1'], names_file=None, id=None)", |
| | "text": "Value(dtype='string', id=None)" |
| | } |
| | ``` |
| |
|
| | ### Dataset Splits |
| |
|
| | This dataset is split into a train and validation split. The split sizes are as follow: |
| |
|
| | | Split name | Num samples | |
| | | ------------ | ------------------- | |
| | | train | 2195 | |
| | | valid | 549 | |
| |
|
