diff --git "a/Pinescript Folder/Synthetic Gamma Exposure (GEX)/gex.ipynb" "b/Pinescript Folder/Synthetic Gamma Exposure (GEX)/gex.ipynb" new file mode 100644--- /dev/null +++ "b/Pinescript Folder/Synthetic Gamma Exposure (GEX)/gex.ipynb" @@ -0,0 +1,98 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "65644221", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "outputs": [], + "source": [ + "//@version=5\n", + "indicator(\"Synthetic Gamma Exposure (GEX) w/ Session Highlight\", overlay = false)\n", + "\n", + "// === Inputs ===\n", + "strike_price = input.float(2000, title=\"Synthetic Strike Price\")\n", + "scale_factor = input.float(0.00005, title=\"Scale Factor (Sensitivity)\")\n", + "use_volume = input.bool(true, title=\"Multiply by Volume?\")\n", + "\n", + "// === Price Data ===\n", + "price = close\n", + "vol = use_volume ? volume : 1\n", + "gex = math.pow(price - strike_price, 2) * vol * scale_factor\n", + "\n", + "// === Daily Reset Logic (00:00 UTC) ===\n", + "is_new_day = ta.change(time(\"D\"))\n", + "\n", + "// === Track Daily High GEX ===\n", + "var float daily_high_gex = na\n", + "if is_new_day\n", + " daily_high_gex := gex\n", + "else if gex > daily_high_gex\n", + " daily_high_gex := gex\n", + "\n", + "// === Track All-Time High GEX ===\n", + "var float all_time_high_gex = na\n", + "if na(all_time_high_gex) or gex > all_time_high_gex\n", + " all_time_high_gex := gex\n", + "\n", + "// === Plot Color Logic ===\n", + "bar_color = gex == all_time_high_gex ? color.red : (gex == daily_high_gex ? color.orange : color.blue)\n", + "\n", + "// === Highlight 4:00 UTC Bar ===\n", + "bar_hour = hour(time, \"UTC\")\n", + "bar_minute = minute(time, \"UTC\")\n", + "is_four_am_utc = bar_hour == 4 and bar_minute == 0\n", + "\n", + "// === Plot GEX with Highlight ===\n", + "plot(gex, title=\"Gamma Exposure\", style=plot.style_columns, color=is_four_am_utc ? color.black : bar_color)\n", + "hline(0, 'Zero Line', color=color.gray)\n", + "\n", + "// === Optional: visually color bar on main chart if overlay = true ===\n", + "// barcolor(is_four_am_utc ? color.teal : na) // Uncomment if indicator(…, overlay=true)\n" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" 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" 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