Collect the inputs before ranking candidates
This workflow covers U.S. common stocks. Keep the exchange-qualified symbol and share class consistent across sources. FINRA defines short interest as open short positions on a specified settlement date. TradingView defines free float as common shares available for public trading, excluding closely held shares. Float is not total shares outstanding and is not a count of shares available to borrow.
- Use the FINRA Equity Short Interest data linked below or the listing exchange report. Retain the original numbers before copying a vendor percentage.
- A new share issuance, split or revised float estimate can change the ratio without a new short position. Check the dates and units before interpreting a jump.
| Input | Record with the value | Reject or investigate when |
|---|---|---|
| Short interest, in shares | Settlement date, publication date and official report URL | The source supplies daily short-sale volume or an undated estimate instead. |
| Float, in shares | Provider definition, effective date, share class and corporate actions | Float is missing, zero or inconsistent with the security. |
| Average daily volume (ADV) | Window length, session, end date and volume source | The window is incomplete or mixes intraday bars with daily observations. |
| Close, bid and ask | Currency, timestamp, session and feed | Quotes are stale, crossed or absent; a past close is not an executable quote. |
| Borrow evidence | Broker/provider, timestamp, indicative fee and available quantity | Coverage is unknown or the observation is being treated as market-wide inventory. |