edgar-sentiment asks whether corporate tone matches the numbers

Why it surfaced

This is a pleasingly specific research instrument: it ranks industries and companies by the correlation between management language and financial results, while warning that company samples are small and not a trading signal. The dataset is still being assembled—about 226 of 1,459 filings have been scored—but the page already exposes methodology, sector comparisons, and a browsable 502-company list.

An interactive analysis of S&P 500 SEC filings that compares FinBERT-scored MD&A language with same-filing year-over-year revenue and net-income changes.