WITH base AS ( SELECT "Symbol" AS symbol, "ExpirationDate"::date AS expiry, UPPER("CallPut") AS callput, "Strike"::float AS strike, "Spot"::float AS spot, -- replace/join if missing "Volume"::float AS vol, "OI"::float AS oi FROM public."OptionsFlow_monthly" WHERE "ExpirationDate" BETWEEN CURRENT_DATE AND CURRENT_DATE + INTERVAL '30 days' ), range_filtered AS ( SELECT * FROM base WHERE strike BETWEEN spot * 0.9 AND spot * 1.1 ), side_calc AS ( SELECT symbol, SUM(CASE WHEN callput = 'CALL' THEN vol ELSE 0 END) AS call_1m_vol, SUM(CASE WHEN callput = 'PUT' THEN vol ELSE 0 END) AS put_1m_vol, SUM(CASE WHEN callput = 'CALL' THEN oi ELSE 0 END) AS call_1m_oi, SUM(CASE WHEN callput = 'PUT' THEN oi ELSE 0 END) AS put_1m_oi FROM range_filtered GROUP BY symbol ), -- helper for K/M/B formatting fmt AS ( SELECT symbol, call_1m_vol, put_1m_vol, call_1m_oi, put_1m_oi, (call_1m_oi + put_1m_oi) AS tot_oi, NULLIF(call_1m_oi,0) / NULLIF(put_1m_oi,0) AS oi_ratio_cp, CASE WHEN call_1m_oi >= put_1m_oi THEN 'CALL' ELSE 'PUT' END AS dom_side FROM side_calc ), pretty AS ( SELECT symbol, -- human-readable K/M/B CASE WHEN call_1m_vol >= 1e9 THEN to_char(round((call_1m_vol/1e9)::numeric, 1), 'FM999,999,990.0') || 'B' WHEN call_1m_vol >= 1e6 THEN to_char(round((call_1m_vol/1e6)::numeric, 1), 'FM999,999,990.0') || 'M' WHEN call_1m_vol >= 1e3 THEN to_char(round((call_1m_vol/1e3)::numeric, 1), 'FM999,999,990.0') || 'K' ELSE to_char(round(call_1m_vol::numeric), 'FM999,999,990') END AS "Call_1M_Vol", CASE WHEN put_1m_vol >= 1e9 THEN to_char(round((put_1m_vol/1e9)::numeric, 1), 'FM999,999,990.0') || 'B' WHEN put_1m_vol >= 1e6 THEN to_char(round((put_1m_vol/1e6)::numeric, 1), 'FM999,999,990.0') || 'M' WHEN put_1m_vol >= 1e3 THEN to_char(round((put_1m_vol/1e3)::numeric, 1), 'FM999,999,990.0') || 'K' ELSE to_char(round(put_1m_vol::numeric), 'FM999,999,990') END AS "Put_1M_Vol", CASE WHEN call_1m_oi >= 1e9 THEN to_char(round((call_1m_oi/1e9)::numeric, 1), 'FM999,999,990.0') || 'B' WHEN call_1m_oi >= 1e6 THEN to_char(round((call_1m_oi/1e6)::numeric, 1), 'FM999,999,990.0') || 'M' WHEN call_1m_oi >= 1e3 THEN to_char(round((call_1m_oi/1e3)::numeric, 1), 'FM999,999,990.0') || 'K' ELSE to_char(round(call_1m_oi::numeric), 'FM999,999,990') END AS "Call_1M_OI", CASE WHEN put_1m_oi >= 1e9 THEN to_char(round((put_1m_oi/1e9)::numeric, 1), 'FM999,999,990.0') || 'B' WHEN put_1m_oi >= 1e6 THEN to_char(round((put_1m_oi/1e6)::numeric, 1), 'FM999,999,990.0') || 'M' WHEN put_1m_oi >= 1e3 THEN to_char(round((put_1m_oi/1e3)::numeric, 1), 'FM999,999,990.0') || 'K' ELSE to_char(round(put_1m_oi::numeric), 'FM999,999,990') END AS "Put_1M_OI", -- highlights dom_side, CASE WHEN dom_side = 'CALL' AND (call_1m_oi >= put_1m_oi * 1.3) THEN 'CALL 🚀' WHEN dom_side = 'PUT' AND (put_1m_oi >= call_1m_oi * 1.3) THEN 'PUT 🛑' ELSE dom_side END AS "Highlight", -- keep raw metrics for sorting call_1m_oi, put_1m_oi, (call_1m_oi + put_1m_oi) AS tot_oi, oi_ratio_cp FROM fmt ) SELECT symbol, "Call_1M_Vol", "Put_1M_Vol", "Call_1M_OI", "Put_1M_OI", "Highlight" FROM pretty -- 🔽 pick one ORDER BY pattern you prefer: -- 1) Overall liquidity leaders: ORDER BY tot_oi DESC, GREATEST(call_1m_oi, put_1m_oi) DESC, symbol -- 2) Side dominance (comment the above ORDER BY and uncomment below): -- ORDER BY ABS(COALESCE(oi_ratio_cp,0) - 1) DESC, tot_oi DESC, symbol LIMIT 10000;