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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}") |