---
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
dataset_info:
  features:
  - name: question
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': array
          '1': graph
          '2': string
  splits:
  - name: train
    num_bytes: 1836512
    num_examples: 3012
  download_size: 874048
  dataset_size: 1836512
task_categories:
- text-classification
language:
- en
pretty_name: cptds-3
---
# Dataset Card for "CPTDS-3"

1. CPTDS-3 dataset is made up of coding problem questions from multiple coding websites.
2. The 'DS' in the name stands for data structures and the '3' indicates that the questions belong to 3 mutually exclusive categories
3. The dataset was prepared for the research work names [Stacking of Hyperparameter Tuned Models for Tagging Coding Problems](https://arxiv.org/abs/2306.10077#:~:text=In%20this%20work%2C%20we%20propose,models%20developed%20for%20this%20work.)

## Languages
The dataset consists of questions only in English

## Dataset Structure

### Data Instances

For each instance, there is a string for the question, a string for the class label. 

```
{'question': 'Andrew love sea that s height summer season decide beach take sunbe sunbatheThe beach rectangular field n row m column some cell beach free road stone shop nonmovable object some adjacent cell sunbed locate horizontally verticallyAndrew hope sunbe that s bad luck long free place that s Andrew ask help find free place sunbe Andrews sunbe place adjacent cell if adjacent free cell order free place sunbe disturb tourist you follow action come sunbe cause p unit discomfort owner lift sunbe side rotate 90 degree one half sunbe remain cell half sunbe free cell at time way sunbe rotation Rotation sunbe 90 degree cell 1 2 come sunbe cause q unit discomfort owner shift sunbe long cell one half sunbe place free cell Shift sunbe cell right in moment sunbe occupie adjacent free cell you sunbe timehelp Andrew free space sunbe cause minimum possible number unit discomfort tourist detect impossible',
 'label': 1}
```

The average token count for the articles and the highlights are provided below:

| Feature    | Mean Token Count |
| ---------- | ---------------- |
| Question   | 94.02            |

### Data Fields

- `question`: a string containing the question of the coding problem 
- `label`   : a string containing the tag of the question

### Data Splits

The CPTDS-3 dataset has just 1 split: _train_.  Below is the statistics for the dataset.

| Dataset Split | Number of Instances in Split     |
| ------------- | -------------------------------- |
| Train         | 3012                             |



[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)