Update README.md

README.md

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-# Dataset Card for ru_news
+
+# 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/)
+
+**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.