task_categories:text-classification language:en region:us
---
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 |
