update readme

README.md

@@ -34,7 +34,8 @@ configs:
 ---
 # Gutenberg Chapters Dataset
 
-This dataset contains chapters from books in the Project Gutenberg collection. Each entry in the dataset represents a single chapter from a book.
+This dataset contains chapters from french books in the Project Gutenberg collection. Each entry in the dataset represents a single chapter from a book.
+All books in this dataset were written or edited by Alexandre Dumas.
 
 ## Dataset Structure
 
@@ -59,7 +60,7 @@ You can load this dataset using the Hugging Face datasets library:
 ```python
 from datasets import load_dataset
 
-dataset = load_dataset("YOUR_USERNAME/fr_gutenberg_chapters")
+dataset = load_dataset("1ou2/fr_dumas_chapters")
 
 # Access the first example
 example = dataset['train'][0]
@@ -72,7 +73,7 @@ print(f"Text preview: {example['text'][:200]}...")
 
 This dataset was created by:
 1. Collecting text files from Project Gutenberg
-2. Preprocessing to remove headers and footers
+2. Preprocessing to remove headers and footers. Fix formatting issues (-- converted to —, _ removed, and fix carriage returns)
 3. Identifying chapter boundaries using pattern matching
 4. Extracting metadata from the original files
 5. Saving each chapter as a separate entry in JSONL format