Outlier & Consistency Report
Generated: 2026-02-22 14:06:48.084738
Data Health & Integrity
Consistency check between Index(Status=OK) and Feature Extraction(Status). If a record is OK in index but 'skipped'/'fail'/'miss' in feature, it indicates an extraction issue.
Feature Set Match Rate ok soft_fail
A 100.0% 145280 0.0
B 100.0% 145280 0.0
C 100.0% 145280 0.0
D 96.9% 140838 4442.0
E 100.0% 145280 0.0
Distribution Analysis (With vs Without Outliers)
Comparing statistical properties. 'Clean' dataset excludes records flagged as 'outlier' in ANY category (Extreme Outliers > 3*IQR).
Total Records: 145280 Clean Records: 100833 (69.4%) Outliers Removed: 44447
Technical Metrics
Metric Scope Count Mean Median Std Max
html_size_bytes All 145280 511049.52 328731.00 637193.84 27543003.00
html_size_bytes Clean 100833 440712.90 327396.00 355311.33 1903499.00
ttfb_ms All 145280 1172.22 836.30 1684.63 48732.00
ttfb_ms Clean 100833 961.68 779.30 605.63 3682.00
dom_content_loaded_ms All 145280 2588.69 1899.15 2969.77 62941.80
dom_content_loaded_ms Clean 100833 2067.17 1758.80 1201.19 8015.10
lcp_ms All 143841 2374.77 1884.00 2435.03 57592.00
lcp_ms Clean 99580 2029.22 1776.00 1143.84 7520.00
cls All 145280 0.05 0.00 0.13 2.21
cls Clean 100833 0.02 0.00 0.03 0.16
Readability Metrics
Metric Scope Count Mean Median Std Max
char_count All 145275 18670.09 4032.00 165620.73 18797599.00
char_count Clean 100832 4591.37 3582.50 4187.00 24611.00
word_count All 145275 1603.16 648.00 3047.39 19612.00
word_count Clean 100832 738.81 579.00 668.55 3938.00
flesch_reading_ease All 141006 33.85 45.72 311.65 119.19
flesch_reading_ease Clean 99319 46.56 46.93 13.43 103.84
automated_readability_index All 141006 19.56 13.81 152.86 9534.06
automated_readability_index Clean 99319 13.57 13.58 3.57 29.72
Similarity Metrics
Metric Scope Count Mean Median Std Max
sim_title All 145280 0.50 0.53 0.28 1.00
sim_title Clean 100833 0.53 0.57 0.28 1.00
sim_description All 145182 0.44 0.44 0.24 1.00
sim_description Clean 100784 0.46 0.46 0.24 1.00
sim_h1 All 130272 0.51 0.54 0.29 1.00
sim_h1 Clean 92806 0.54 0.58 0.29 1.00
sim_content All 145275 0.47 0.53 0.23 1.00
sim_content Clean 100832 0.50 0.56 0.23 1.00
Accessibility Metrics
Metric Scope Count Mean Median Std Max
contrast_violation_count All 145280 18.45 1.00 143.37 11958
contrast_violation_count Clean 100833 3.74 0.00 6.81 32
axe_violations_total All 145280 1.38 1.00 1.23 6
axe_violations_total Clean 100833 1.21 1.00 1.21 6