|
--- |
|
dataset_info: |
|
features: |
|
- name: url |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: source |
|
dtype: string |
|
- name: timestamp |
|
dtype: uint64 |
|
splits: |
|
- name: train |
|
num_bytes: 12858731888 |
|
num_examples: 4137525 |
|
download_size: 3669747077 |
|
dataset_size: 12858731888 |
|
task_categories: |
|
- text-generation |
|
language: |
|
- ru |
|
size_categories: |
|
- 1M<n<10M |
|
--- |
|
|
|
# RuNews dataset |
|
|
|
## Table of Contents |
|
- [Table of Contents](#table-of-contents) |
|
- [Description](#description) |
|
- [Usage](#usage) |
|
- [Data Instances](#data-instances) |
|
- [Personal and Sensitive Information](#personal-and-sensitive-information) |
|
|
|
## Description |
|
|
|
**Summary:** Dataset of news from several sources: |
|
* [Lenta.ru by yutkin](https://github.com/yutkin/Lenta.Ru-News-Dataset) |
|
* [Several sources by buriy](https://github.com/buriy/russian-nlp-datasets/releases) |
|
* [ODS Newsviz Tass](https://github.com/newsviz/newsviz) |
|
* [Taiga fontanka](https://tatianashavrina.github.io/taiga_site/) |
|
* [News from Telegram contest](https://github.com/IlyaGusev/tgcontest) |
|
|
|
**Script:** [create_ru_news.py](https://github.com/IlyaGusev/rulm/blob/master/data_processing/create_ru_news.py) |
|
|
|
**Point of Contact:** [Ilya Gusev](ilya.gusev@phystech.edu) |
|
|
|
**Languages:** Russian. |
|
|
|
|
|
## Usage |
|
|
|
Prerequisites: |
|
```bash |
|
pip install datasets zstandard jsonlines pysimdjson |
|
``` |
|
|
|
Dataset iteration: |
|
```python |
|
from datasets import load_dataset |
|
dataset = load_dataset('IlyaGusev/ru_news', split="train", streaming=True) |
|
for example in dataset: |
|
print(example["text"]) |
|
``` |
|
|
|
## Data Instances |
|
|
|
``` |
|
{ |
|
"title": "Заместитель главы района в Якутии пожаловался на пьянство начальника", |
|
"text": "Заместитель главы Нерюнгринского района Якутии Геннадий Ленц пожаловался руководителю республики Егору Борисову на своего начальника. Как рассказал Ленц 'Интерфаксу', Андрей Фитисов пьет на рабочем месте и 'уходит в многодневные загулы'...", |
|
"timestamp": 1346284800, |
|
"url": "https://lenta.ru/news/2012/08/30/alco/", |
|
"source": "lenta" |
|
} |
|
``` |
|
|
|
## Personal and Sensitive Information |
|
|
|
The dataset is not anonymized, so individuals' names can be found in the dataset. Information about the original authors is included in the dataset where possible. |
