metadata

dataset_info:
  features:
    - name: text
      dtype: string
    - name: class
      dtype: string
  splits:
    - name: train
      num_bytes: 73873734
      num_examples: 96970
  download_size: 41718122
  dataset_size: 73873734
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
license: mit
task_categories:
  - zero-shot-classification
language:
  - uz
tags:
  - uzbek_zero_shot
pretty_name: Uzbek zero shot classification dataset
size_categories:
  - 10K<n<100K

Uzbek Zero-Shot Classification Dataset

About the Dataset

This dataset is created for categorizing texts in Uzbek into various categories. The dataset is prepared based on news websites and includes the following categories: Politics, Economy, Technology, Sports, Culture, Health, Family and Society, Education, Ecology, Foreign News.

Data Structure

The data is provided in JSON format with the following structure:

{
    "classes": 
        Politics - If the text is about politics.
        Economy - If the text is about the economy.
        Technology - If the text is about technology.
        Sports - If the text is about sports.
        Culture - If the text is about culture.
        Health - If the text is about health.
        Family and Society - If the text is about family and society.
        Education - If the text is about education.
        Ecology - If the text is about ecology.
        Foreign News - If the text is about foreign news.
}

Preparation Guidelines

The following guidelines were followed in preparing this dataset:

All possible categories were extracted from the text.
Categories are provided in their original form without additional annotations or translations.
Each text must belong to only one category.

Examples

Here are some examples:

# After downloading the dataset

print(dataset[0])

{
    "text": "A fatal road accident occurred in the Yakkasaroy district of Tashkent. Photo: IIBB YHXB According to the IIBB YHXB report, on November 7 at around 19:30, a Nexia-2 driven by B.A. born in 1999 and a Lasetti driven by J.O. born in 2004 collided on Muqimiy Street. As a result of the accident, Sh.E. born in 1998, a passenger in the Nexia-2, died at the scene from injuries sustained. In addition, the drivers of both cars and passengers in the Nexia-2: T.O. born in 1995, B.Q. born in 1996, and M.Q. born in 2001 were hospitalized with various injuries. A criminal case has been initiated under part 2 of article 266 of the Criminal Code by the Tashkent city IIBB Investigation Department. The investigation is ongoing.",
    "class": "Family and Society"
}

Download

You can download this dataset using the following code:

from datasets import load_dataset

dataset = load_dataset("risqaliyevds/uzbek-zero-shot-classification")

License

This dataset is provided as open source and is available for free use by all users.

Contact

If you have any questions or need more information, please contact us. LinkedIn: Riskaliev Murad