Update README.md

README.md

@@ -15,43 +15,33 @@ This dataset, hosted by [Yasalma](https://huggingface.co/neurotatarlar), is a cu
 ## Dataset Details
 
 - **Language**: Tatar (Cyrillic script)
-- **Format**: Single Parquet file
+- **Format**: Two Parquet files
+  - Original text
+  - Markdown-formatted text
 - **Columns**:
-  - `file_name`: The original name of each book’s file
-  - `text`: The full content of each book
-- **Total Size**: 75 MB
+  - train-00000-of-00001.parquet:
+    - `file_name`: The original name of each book’s file
+    - `text`: The full content of each book in raw text
+  - lib-books.parquet:
+    - `text`: The full content of each book in Markdown format
+- **Total Size**: 180 MB
 - **License**: MIT
 
 ### Structure
 
-The dataset is organized so that each row in the Parquet file represents an individual Tatar book, with columns for the book’s filename (`file_name`) and its content (`text`).
+The dataset is organized as follows:
+- **train-00000-of-00001.parquet**: Each row represents an individual Tatar book, with columns for the book’s filename (`file_name`) and its content in raw text (`text`).
+- **lib-books.parquet**: Contains the full content of each book in Markdown format, with a single column (`text`).
+
+All links to images have been removed from the Markdown text to ensure compatibility and simplify processing.
 
 ## Potential Use Cases
 
 - **Language Modeling**: Train language models specifically for Tatar in Cyrillic script.
+- **Markdown Processing**: Use Markdown-formatted text for specific NLP applications, such as HTML rendering or structured content analysis.
 - **Machine Translation**: Use the dataset for Cyrillic-to-Latin transliteration and other translation tasks.
 - **Linguistic Research**: Study linguistic structures, grammar, and vocabulary in Tatar.
 
-## Examples
-
-Here’s how to load and use the dataset in Python with `pandas`:
-
-```python
-import pandas as pd
-
-# Load the Parquet file
-df = pd.read_parquet("path/to/train-00000-of-00001.parquet", engine="pyarrow")
-
-# View the first few rows
-print(df.head())
-```
-
-Example of a sample entry:
-
-| file_name              | text                                              |
-|------------------------|---------------------------------------------------|
-| Корымлы Бармак_tat.txt | Кояш Тимбикова\nКОРЫМЛЫ БАРМАК\n\nӨйләнешүебез... |
-
 ## Usage
 
 To load the dataset using Hugging Face’s `datasets` library: