task_categories:text-classification cognitive distortions psychology doi:10.57967/hf/1002 region:us
---
task_categories:
- text-classification
tags:
- cognitive distortions
- psychology
---
# AutoTrain Dataset for project: cognitive_distortions

## Dataset Description

This dataset has been automatically processed by AutoTrain for project cognitive_distortions.

### Languages

The BCP-47 code for the dataset's language is unk.

## Dataset Structure

### Data Instances

A sample from this dataset looks as follows:

```json
[
  {
    "text": "I have had a lot of change happen this last year in every possible area of life but my thinking patterns just seem to be more prominent and I am pretty scared to think where they may lead",
    "target": 0
  },
  {
    "text": "He knows but my parents do not My family is Mormon but I am not and I don\u2019t want to disappoint my parents more than I already have",
    "target": 0
  }
]
```

### Dataset Fields

The dataset has the following fields (also called "features"):

```json
{
  "text": "Value(dtype='string', id=None)",
  "target": "ClassLabel(names=['Distortion', 'No Distortion'], 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        | 2821 |
| valid        | 706 |