Update README.md

README.md

@@ -75,48 +75,3 @@ Each document folder contains:
 Document folders follow the pattern: `{EXCHANGE}_{TICKER}_{YEAR}`
 - Example: `NYSE_DEI_2019` (NYSE, ticker DEI, year 2019)
 - Example: `NASDAQ_CASS_2022` (NASDAQ, ticker CASS, year 2022)
-
-## Usage Example
-
-```python
-import json
-from pathlib import Path
-from PIL import Image
-
-# Load a document
-doc_path = Path("documents/NYSE_DEI_2019")
-
-# Read metadata
-with open(doc_path / "NYSE_DEI_2019_metadata.json") as f:
-    metadata = json.load(f)
-
-# Access images
-images_dir = doc_path / "images"
-for img_file in sorted(images_dir.glob("*_img.webp")):
-    img = Image.open(img_file)
-    # Process image...
-
-# Read OCR text
-with open(doc_path / "NYSE_DEI_2019.md") as f:
-    text = f.read()
-```
-
-## Metadata Format
-
-Each `*_metadata.json` file contains:
-- `document_name`: Document identifier (e.g., "NYSE_DEI_2019")
-- `source`: Stock exchange
-- `ticker`: Company ticker symbol
-- `year`: Publication year
-- `page_count`: Total number of pages
-- `image_count`: Total number of extracted images
-- `ocr_model`: Model used for OCR
-- `extraction_date`: Date of OCR extraction
-
-## License
-
-Please specify the appropriate license for your dataset.
-
-## Citation
-
-If you use this dataset, please cite it appropriately.