🚀 ELL Assessment System

# ELL Assessment Processing Engine class ELLProcessor: def __init__(self): self.proficiency_levels = { 'beginning': (0, 20), 'early_intermediate': (20, 35), 'intermediate': (35, 50), 'proficient': (50, 70), 'advanced': (70, 85), 'advanced_high': (85, 100) } def calculate_composite(self, scores): return sum(scores) / len(scores) if scores else 0 def determine_level(self, score): for level, (min_val, max_val) in self.proficiency_levels.items(): if min_val <= score < max_val: return level return 'advanced_high' def generate_recommendations(self, domain_scores): recommendations = [] for domain, score in domain_scores.items(): if score < 50: recommendations.append({ 'domain': domain, 'priority': 'high' if score < 35 else 'medium', 'strategy': self.get_strategy(domain, score) }) return recommendations # Click buttons below to run algorithms!