# dataset_fallback.py
import pandas as pd

def create_fallback_dataset():
    """Crée un dataset de secours"""
    data = {
        'productDisplayName': [
            'Cotton T-Shirt Basic',
            'Slim Fit Jeans Denim',
            'Summer Floral Dress',
            'Classic White Shirt',
            'Sports Sweatshirt'
        ],
        'articleType': [
            '👕 T-shirt',
            '👖 Jean', 
            '👗 Robe',
            '👔 Chemise',
            '🧥 Sweat'
        ],
        'baseColour': ['White', 'Blue', 'Floral', 'White', 'Black'],
        'season': ['Summer', 'All Season', 'Summer', 'All Season', 'Winter'],
        'usage': ['Casual', 'Casual', 'Formal', 'Formal', 'Sports']
    }
    
    return pd.DataFrame(data)

# Utilisation
fallback_df = create_fallback_dataset()