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import unittest
from mediaunmasked.analyzers.evidence_analyzer import EvidenceAnalyzer
import logging
class TestEvidenceAnalyzer(unittest.TestCase):
def setUp(self):
self.analyzer = EvidenceAnalyzer()
logging.basicConfig(level=logging.INFO)
self.logger = logging.getLogger(__name__)
def test_well_supported_content(self):
"""Test content with strong evidence"""
text = """According to the WHO study, vaccination rates have increased by 25%.
Research published in Nature shows significant results. The data from multiple
studies indicates a clear trend, as reported in the scientific journal."""
result = self.analyzer.analyze(text)
self.assertIsNotNone(result)
self.assertGreater(result['evidence_based_score'], 70)
self.logger.info(f"Well-supported content score: {result}")
def test_poorly_supported_content(self):
"""Test content with weak evidence"""
text = """Some people say this treatment works wonders. Many believe it's the
best solution available. Sources claim it could be revolutionary."""
result = self.analyzer.analyze(text)
self.assertIsNotNone(result)
self.assertLess(result['evidence_based_score'], 50)
self.logger.info(f"Poorly-supported content score: {result}")
def test_mixed_evidence_content(self):
"""Test content with mixed evidence quality"""
text = """According to recent studies, the treatment shows promise. Some experts
claim it could be effective, while research published in medical journals
indicates more testing is needed."""
result = self.analyzer.analyze(text)
self.assertIsNotNone(result)
self.assertGreater(result['evidence_based_score'], 30)
self.assertLess(result['evidence_based_score'], 80)
self.logger.info(f"Mixed evidence content score: {result}") |