FinAnomaly

Detect financial ratio outliers vs industry benchmarks (IQR-based)

ThresholdIQR

Try:

Data

12 quarters (2022-2024) of SEC filings. 74,993 company-period records across 7,553 companies and 71 industries.

Ratios

10 financial ratios computed from 18 XBRL metrics with priority-based tag resolution (first match from canonical tags).

Detection

IQR-based scoring by 2-digit SIC code. More robust than std-based z-scores against fat-tailed financial data.