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Days to cover by liquidity band: median stays low, the extremes live in thin names

Answered against 22 years of US equities and 12 years of US options data and published with the query that produced it. This result is stored as of 2026-08-22, from Highest Days to Cover Stocks Right Now.

as of ranking 5×4read in context →
Days to cover by liquidity band: median stays low, the extremes live in thin names — 5 rows by 4 columns, computed from US exchange, SIP and OPRA data.
liquidity_bandnamesmedian_dtcmax_dtc
1 Very liquid (20M+ ADV)1591.47.7
2 Liquid (5-20M ADV)5622.314.5
3 Moderate (1-5M ADV)19103.330.8
4 Thin (200k-1M ADV)29062.6237.4
5 Very thin (<200k ADV)168012.41000
Rows × columns
5 × 4
Computed
Completeness
No missing values
Source
US exchange, SIP and OPRA market data
Licence
Strasmore terms · free, no signup
Formats
JSON · CSV · the SQL below

What each column holds

Column definitions for Days to cover by liquidity band: median stays low, the extremes live in thin names, derived from the stored result.
ColumnTypeRangeNotes
liquidity_band text 5 distinct values
names number 159 to 16,801
median_dtc number 1.4 to 3.3
max_dtc number 7.7 to 1,000

Computed from Strasmore's warehouse of US exchange, SIP and OPRA market data. Equity prices are delayed; options greeks and implied volatility are end-of-day. This result is stored, not recomputed on load — it is exactly the numbers that were returned on , and the query below is what returned them.

the exact SQL behind every number
SELECT multiIf(avg_daily_volume >= 2e7, '1 Very liquid (20M+ ADV)',
               avg_daily_volume >= 5e6, '2 Liquid (5-20M ADV)',
               avg_daily_volume >= 1e6, '3 Moderate (1-5M ADV)',
               avg_daily_volume >= 2e5, '4 Thin (200k-1M ADV)',
                                        '5 Very thin (<200k ADV)') AS liquidity_band,
       count() AS names,
       round(quantileDeterministic(0.5)(days_to_cover, cityHash64(ticker)), 1) AS median_dtc,
       round(max(days_to_cover), 1) AS max_dtc
FROM global_markets.stocks_short_interest
WHERE settlement_date = (SELECT max(settlement_date) FROM global_markets.stocks_short_interest)
  AND days_to_cover > 0
  AND ticker NOT IN ('SPCX')
GROUP BY liquidity_band
ORDER BY liquidity_band

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