{"slug":"trading-us-options-from-malaysia","qid":"waktu_dagangan","label":"waktu_dagangan","post_title":"trading-us-options-from-malaysia","post_url":"/blog/lang/ms/trading-us-options-from-malaysia#q-waktu_dagangan","columns":["waktu_myt","saham_pct","opsyen_pct"],"rows":[{"waktu_myt":"16:00","saham_pct":1.2,"opsyen_pct":0},{"waktu_myt":"17:00","saham_pct":0.3,"opsyen_pct":0},{"waktu_myt":"18:00","saham_pct":0.2,"opsyen_pct":0},{"waktu_myt":"19:00","saham_pct":0.7,"opsyen_pct":0},{"waktu_myt":"20:00","saham_pct":0.9,"opsyen_pct":0},{"waktu_myt":"21:00","saham_pct":10.3,"opsyen_pct":10.5},{"waktu_myt":"22:00","saham_pct":12.6,"opsyen_pct":19.1},{"waktu_myt":"23:00","saham_pct":10.4,"opsyen_pct":15.7},{"waktu_myt":"00:00","saham_pct":8.8,"opsyen_pct":13.3},{"waktu_myt":"01:00","saham_pct":9.5,"opsyen_pct":15.3},{"waktu_myt":"02:00","saham_pct":9.2,"opsyen_pct":11.3},{"waktu_myt":"03:00","saham_pct":20.9,"opsyen_pct":12.9},{"waktu_myt":"04:00","saham_pct":12,"opsyen_pct":1.9},{"waktu_myt":"05:00","saham_pct":0.3,"opsyen_pct":0},{"waktu_myt":"06:00","saham_pct":0.1,"opsyen_pct":0},{"waktu_myt":"07:00","saham_pct":0.1,"opsyen_pct":0},{"waktu_myt":"13:00","saham_pct":0,"opsyen_pct":0},{"waktu_myt":"14:00","saham_pct":1.3,"opsyen_pct":0},{"waktu_myt":"15:00","saham_pct":1.1,"opsyen_pct":0}],"shape":"ranking","sql":"WITH\n    saham AS\n    (\n        SELECT\n            toHour(toTimeZone(window_start, 'Asia/Kuala_Lumpur')) AS jam,\n            sum(volume)                                           AS vol\n        FROM global_markets.delayed_stocks_minute_aggs\n        WHERE ticker = 'SPY'\n          AND window_start >= today() - 8\n        GROUP BY jam\n    ),\n    opsyen AS\n    (\n        SELECT\n            toHour(toTimeZone(window_start, 'Asia/Kuala_Lumpur')) AS jam,\n            sum(volume)                                           AS vol\n        FROM global_markets.options_minute_aggs\n        WHERE ticker LIKE 'O:SPY2%'\n          AND window_start >= today() - 8\n        GROUP BY jam\n    )\nSELECT\n    concat(leftPad(toString(s.jam), 2, '0'), ':00')                  AS waktu_myt,\n    round(100 * s.vol / (SELECT sum(vol) FROM saham), 1)             AS saham_pct,\n    round(100 * ifNull(o.vol, 0) / (SELECT sum(vol) FROM opsyen), 1) AS opsyen_pct\nFROM saham AS s\nLEFT JOIN opsyen AS o ON s.jam = o.jam\nORDER BY (s.jam + 8) % 24","computed_at":"2026-10-09T16:10:32.743673+00:00","elapsed":0.255922644}