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<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>Physics Graph Master — Offline Lab Simulator</title>
  <!-- Tailwind CSS Play CDN for premium UI styling -->
  <script src="https://cdn.tailwindcss.com"></script>
  <style>
    /* Custom thin scrollbars for table data */
    .scrollbar-thin::-webkit-scrollbar {
      width: 6px;
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    .scrollbar-thin::-webkit-scrollbar-track {
      background: rgba(30, 41, 59, 0.5);
    }
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      background: rgba(71, 85, 105, 0.8);
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</head>
<body class="bg-slate-900 text-slate-100 min-h-screen flex flex-col font-sans antialiased">

  <!-- HEADER -->
  <header class="bg-slate-800 border-b border-slate-700 py-4 px-6 shadow-md">
    <div class="max-w-7xl mx-auto flex flex-col md:flex-row items-center justify-between gap-4">
      <div class="flex items-center gap-3">
        <div class="p-2.5 bg-indigo-600 rounded-xl text-white shadow-lg shadow-indigo-500/20">
          <!-- TrendingUp SVG -->
          <svg class="w-6 h-6" fill="none" stroke="currentColor" stroke-width="2.5" viewBox="0 0 24 24">
            <path stroke-linecap="round" stroke-linejoin="round" d="M13 7h8m0 0v8m0-8l-8 8-4-4-6 6"></path>
          </svg>
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        <div>
          <div class="flex items-center gap-2">
            <h1 class="text-xl font-bold tracking-tight bg-gradient-to-r from-indigo-400 to-cyan-400 bg-clip-text text-transparent">
              Physics Graph Master
            </h1>
            <span class="text-[10px] bg-indigo-500/10 text-indigo-300 border border-indigo-500/20 px-2 py-0.5 rounded-full font-bold">
              By Cikgu Wee
            </span>
          </div>
          <p class="text-xs text-slate-400 mt-0.5">
            Self-Contained "5 or 10 boxes per cm" Offline Simulator
          </p>
        </div>
      </div>

      <!-- Quick Template Selector -->
      <div class="flex flex-wrap items-center gap-2">
        <span class="text-xs font-semibold uppercase tracking-wider text-slate-400 mr-2 flex items-center gap-1.5">
          <!-- BookOpen SVG -->
          <svg class="w-3.5 h-3.5" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
            <path stroke-linecap="round" stroke-linejoin="round" d="M12 6.253v13m0-13C10.832 5.477 9.246 5 7.5 5S4.168 5.477 3 6.253v13C4.168 18.477 5.754 18 7.5 18s3.332.477 4.5 1.253m0-13C13.168 5.477 14.754 5 16.5 5c1.747 0 3.332.477 4.5 1.253v13C19.832 18.477 18.247 18 16.5 18c-1.746 0-3.332.477-4.5 1.253"></path>
          </svg>
          Templates:
        </span>
        <div id="templates-container" class="flex flex-wrap gap-1.5">
          <!-- Injected dynamically -->
        </div>
      </div>
    </div>
  </header>

  <!-- MAIN CONTAINER -->
  <main class="flex-1 max-w-7xl w-full mx-auto p-4 lg:p-6 grid grid-cols-1 lg:grid-cols-12 gap-6">

    <!-- LEFT COLUMN (Controls & Table) - 5 Cols -->
    <div class="lg:col-span-5 flex flex-col gap-6">

      <!-- AXES & CONFIG PANEL -->
      <section class="bg-slate-800 rounded-2xl border border-slate-700 p-5 shadow-sm">
        <h2 class="text-sm font-bold text-slate-300 uppercase tracking-wider mb-4 flex items-center gap-2">
          <!-- Settings SVG -->
          <svg class="w-4 h-4 text-indigo-400" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
            <path stroke-linecap="round" stroke-linejoin="round" d="M10.325 4.317c.426-1.756 2.924-1.756 3.35 0a1.724 1.724 0 002.573 1.066c1.543-.94 3.31.826 2.37 2.37a1.724 1.724 0 001.065 2.572c1.756.426 1.756 2.924 0 3.35a1.724 1.724 0 00-1.066 2.573c.94 1.543-.826 3.31-2.37 2.37a1.724 1.724 0 00-2.572 1.065c-.426 1.756-2.924 1.756-3.35 0a1.724 1.724 0 00-2.573-1.066c-1.543.94-3.31-.826-2.37-2.37a1.724 1.724 0 00-1.065-2.572c-1.756-.426-1.756-2.924 0-3.35a1.724 1.724 0 001.8-1.175c.426-1.156-.595-2.616-1.963-2.352z"></path>
            <circle cx="12" cy="12" r="3"></circle>
          </svg>
          1. Axis Definitions & Scale
        </h2>

        <div class="grid grid-cols-2 gap-4 mb-4">
          <!-- Y Axis Setup -->
          <div class="space-y-2 p-3 bg-slate-900/60 rounded-xl border border-slate-700/40">
            <label class="text-xs font-bold text-indigo-400">Y-Axis Variable</label>
            <input
              type="text"
              id="yLabelInput"
              placeholder="Symbol (e.g. T)"
              maxlength="10"
              class="w-full bg-slate-800 border border-slate-700 rounded-lg px-2.5 py-1.5 text-sm text-white focus:outline-none focus:border-indigo-500"
            />
            <input
              type="text"
              id="yUnitInput"
              placeholder="Unit (e.g. s)"
              class="w-full bg-slate-800 border border-slate-700 rounded-lg px-2.5 py-1.5 text-xs text-slate-300 focus:outline-none focus:border-indigo-500"
            />
          </div>

          <!-- X Axis Setup -->
          <div class="space-y-2 p-3 bg-slate-900/60 rounded-xl border border-slate-700/40">
            <label class="text-xs font-bold text-cyan-400">X-Axis Variable</label>
            <input
              type="text"
              id="xLabelInput"
              placeholder="Symbol (e.g. l)"
              maxlength="10"
              class="w-full bg-slate-800 border border-slate-700 rounded-lg px-2.5 py-1.5 text-sm text-white focus:outline-none focus:border-cyan-500"
            />
            <input
              type="text"
              id="xUnitInput"
              placeholder="Unit (e.g. cm)"
              class="w-full bg-slate-800 border border-slate-700 rounded-lg px-2.5 py-1.5 text-xs text-slate-300 focus:outline-none focus:border-cyan-500"
            />
          </div>
        </div>

        <!-- QUICK SYMBOL PICKER -->
        <div class="mb-4 p-3 bg-slate-900/30 rounded-xl border border-slate-700/30">
          <span class="text-[10px] text-slate-400 font-semibold mb-2 block uppercase tracking-wider">Quick Symbols (Click to insert into active field)</span>
          <div class="flex flex-wrap gap-1.5" id="symbol-picker">
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">Ω</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">θ</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">λ</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">μ</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">π</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">°</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">²</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">³</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">Δ</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">√</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">±</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">α</button>
            <button class="symbol-btn px-2.5 py-1 bg-slate-800 hover:bg-indigo-600 text-slate-300 hover:text-white rounded border border-slate-700 hover:border-indigo-500 text-xs font-medium shadow-sm transition">β</button>
          </div>
        </div>

        <div class="space-y-3">
          <!-- Grid Density Control -->
          <div class="flex items-center justify-between p-3 bg-slate-900/30 rounded-xl border border-slate-700/30">
            <div class="flex flex-col">
              <span class="text-xs text-slate-200 font-bold">Boxes per major division</span>
              <span class="text-[10px] text-slate-400">Choose grid density</span>
            </div>
            <div class="flex bg-slate-700 p-0.5 rounded-lg border border-slate-600">
              <button id="btn-density-10" class="px-3 py-1 text-xs font-bold rounded-md transition bg-indigo-600 text-white shadow">
                10 (Default)
              </button>
              <button id="btn-density-5" class="px-3 py-1 text-xs font-bold rounded-md transition text-slate-300 hover:text-white">
                5
              </button>
            </div>
          </div>

          <!-- Origin Locking Toggle -->
          <div class="flex items-center justify-between">
            <span class="text-xs text-slate-300 font-medium">Force scale through Origin (0,0)</span>
            <button id="toggle-origin" class="w-11 h-6 flex items-center rounded-full p-1 cursor-pointer transition-colors bg-indigo-600">
              <div id="toggle-origin-circle" class="bg-white w-4 h-4 rounded-full shadow-md transform transition-transform translate-x-5"></div>
            </button>
          </div>

          <!-- Coordinate label Toggle -->
          <div class="flex items-center justify-between">
            <span class="text-xs text-slate-300 font-medium">Show Point Coordinates</span>
            <button id="toggle-coords" class="w-11 h-6 flex items-center rounded-full p-1 cursor-pointer transition-colors bg-slate-700">
              <div id="toggle-coords-circle" class="bg-white w-4 h-4 rounded-full shadow-md transform transition-transform translate-x-0"></div>
            </button>
          </div>
        </div>
      </section>

      <!-- DATA TABLE PANEL -->
      <section class="bg-slate-800 rounded-2xl border border-slate-700 p-5 shadow-sm flex-1 flex flex-col min-h-[300px]">
        <div class="flex items-center justify-between mb-4">
          <h2 class="text-sm font-bold text-slate-300 uppercase tracking-wider flex items-center gap-2">
            <!-- FileSpreadsheet SVG -->
            <svg class="w-4 h-4 text-emerald-400" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
              <path stroke-linecap="round" stroke-linejoin="round" d="M9 17v-2m3 2v-4m3 4v-6m2 10H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z"></path>
            </svg>
            2. Experimental Data Table
          </h2>
          <button id="btn-reset" class="p-1.5 bg-slate-700 hover:bg-slate-600 text-slate-300 hover:text-white rounded-lg transition text-xs flex items-center gap-1">
            <!-- RefreshCw SVG -->
            <svg class="w-3.5 h-3.5" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
              <path stroke-linecap="round" stroke-linejoin="round" d="M4 4v5h.582m15.356 2A8.001 8.001 0 1121.21 8H17"></path>
            </svg>
            Reset
          </button>
        </div>

        <div class="flex-1 overflow-y-auto max-h-[320px] bg-slate-900/40 rounded-xl border border-slate-700/50 p-2 scrollbar-thin">
          <table class="w-full text-left">
            <thead>
              <tr class="border-b border-slate-700 text-xs text-slate-400 uppercase font-semibold">
                <th class="py-2 px-3 text-center w-12">No.</th>
                <th id="th-x-header" class="py-2 px-3 font-mono">l / cm</th>
                <th id="th-y-header" class="py-2 px-3 font-mono">T / s</th>
                <th class="py-2 px-3 text-center w-12">Action</th>
              </tr>
            </thead>
            <tbody id="table-body" class="divide-y divide-slate-800/60">
              <!-- Dynamically populated -->
            </tbody>
          </table>
        </div>

        <div class="mt-4">
          <button id="btn-add-row" class="w-full bg-indigo-600/90 hover:bg-indigo-600 text-white font-medium py-2 px-4 rounded-xl flex items-center justify-center gap-2 text-sm shadow-md transition-all duration-150">
            <!-- Plus SVG -->
            <svg class="w-4 h-4" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
              <path stroke-linecap="round" stroke-linejoin="round" d="M12 4v16m8-8H4"></path>
            </svg>
            Add Data Point
          </button>
        </div>
      </section>
    </div>

    <!-- RIGHT COLUMN (Canvas Graph & Reports) - 7 Cols -->
    <div class="lg:col-span-7 flex flex-col gap-6">

      <!-- GRAPH PAPER BOARD -->
      <section class="bg-slate-800 rounded-2xl border border-slate-700 p-5 shadow-sm flex flex-col items-center">
        
        <div class="w-full flex flex-col sm:flex-row items-start sm:items-center justify-between gap-3 mb-4 border-b border-slate-700 pb-3">
          <div class="flex items-center gap-2">
            <span class="text-xs font-bold text-slate-300 uppercase tracking-wider">Fit Curve Line:</span>
            <select id="fit-type-selector" class="bg-slate-700 border border-slate-600 rounded-lg text-xs text-white px-2.5 py-1.5 focus:outline-none focus:border-indigo-500 font-bold font-sans">
              <option value="auto">✨ Auto-Detect Best Fit</option>
              <option value="none">No Fit Line</option>
              <option value="linear">Linear Fit (y = mx + c)</option>
              <option value="quadratic">Quadratic Curve (y = ax² + bx + c)</option>
              <option value="sqrt">Square Root Fit (y = a√x + c)</option>
              <option value="power">Power Fit (y = axᵇ)</option>
              <option value="exponential">Exponential Fit (y = aeᵇˣ)</option>
            </select>
          </div>

          <div class="flex items-center gap-2 self-stretch sm:self-auto justify-between sm:justify-end">
            <div class="flex items-center gap-1.5">
              <span class="text-xs text-slate-400">Paper Color:</span>
              <button id="btn-paper-green" class="w-4 h-4 rounded-full bg-emerald-600 border border-white scale-125" title="Green grid"></button>
              <button id="btn-paper-blue" class="w-4 h-4 rounded-full bg-blue-600 border border-transparent" title="Blue grid"></button>
              <button id="btn-paper-grey" class="w-4 h-4 rounded-full bg-zinc-600 border border-transparent" title="Grey grid"></button>
            </div>

            <div class="h-4 w-px bg-slate-700 mx-1"></div>

            <button id="btn-export" class="px-3 py-1.5 bg-slate-700 hover:bg-slate-600 text-slate-200 hover:text-white rounded-lg transition text-xs flex items-center gap-1.5 font-medium shadow-sm" title="Save graph plot as image">
              <!-- Download SVG -->
              <svg class="w-3.5 h-3.5" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
                <path stroke-linecap="round" stroke-linejoin="round" d="M4 16v1a3 3 0 003 3h10a3 3 0 003-3v-1m-4-4l-4 4m0 0l-4-4m4 4V4"></path>
              </svg>
              Export PNG
            </button>
          </div>
        </div>

        <!-- CANVAS FRAME (Updated for 9x11 Portrait) -->
        <div class="relative w-full aspect-[9/11] max-w-[550px] mx-auto bg-white rounded-xl overflow-hidden border-2 border-slate-700 shadow-lg">
          <canvas id="graph-canvas" class="w-full h-full cursor-crosshair block"></canvas>
          <div id="hover-coordinates" class="hidden absolute top-3 right-3 bg-slate-950/95 border border-slate-700 px-3 py-1.5 rounded-lg text-[10px] font-mono shadow-md text-slate-300 pointer-events-none animate-none">
            <!-- Coordinates -->
          </div>
        </div>

        <div class="w-full mt-3 flex items-center gap-2 text-xs text-slate-400 justify-center">
          <!-- Info SVG -->
          <svg class="w-3.5 h-3.5 text-indigo-400 shrink-0" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
            <path stroke-linecap="round" stroke-linejoin="round" d="M13 16h-1v-4h-1m1-4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path>
          </svg>
          <span class="text-center">Interactive 9x11 (2cm) boxes graph board. Drag coordinates directly on the canvas to trace slopes!</span>
        </div>
      </section>

      <!-- WARNING SYSTEM (ANOMALIES PANEL) -->
      <section id="warning-section" class="hidden bg-amber-950/60 border border-amber-600/50 rounded-2xl p-4 shadow-md text-slate-200">
        <div class="flex items-start gap-3">
          <!-- AlertTriangle SVG -->
          <svg class="w-5 h-5 text-amber-400 shrink-0 mt-0.5" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
            <path stroke-linecap="round" stroke-linejoin="round" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z"></path>
          </svg>
          <div class="space-y-1">
            <h3 class="text-sm font-bold text-amber-300 tracking-wide uppercase">
              Data Consistency Warning
            </h3>
            <p class="text-xs text-amber-200/90 leading-relaxed">
              Some points deviate significantly from the best-fit model. We recommend reviewing:
            </p>
            <ul id="warning-list" class="list-disc pl-5 mt-2 space-y-1 text-xs text-amber-100 font-mono">
              <!-- Outliers injected here -->
            </ul>
            <p class="text-[11px] text-amber-300/80 pt-1.5 italic">
              💡 Checklist: Did you misread a scale division? Did you transpose coordinates or forget a decimal place?
            </p>
          </div>
        </div>
      </section>

      <!-- CALCULATIONS REPORT PANEL -->
      <section id="gradient-panel" class="bg-slate-800 rounded-2xl border border-slate-700 p-5 shadow-sm transition hover:border-slate-600 cursor-pointer">
        <div class="flex flex-col sm:flex-row sm:items-center justify-between gap-2 mb-4">
          <div class="flex items-center gap-2">
            <!-- Sparkles SVG -->
            <svg class="w-4 h-4 text-amber-400" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
              <path stroke-linecap="round" stroke-linejoin="round" d="M5 3v4M3 5h4M6 17v4m-2-2h4m5-16l2.286 6.857L21 12l-5.714 2.143L13 21l-2.286-6.857L5 12l5.714-2.143L13 3z"></path>
            </svg>
            <h2 class="text-sm font-bold text-slate-300 uppercase tracking-wider">
              3. Physics Calculations & Gradient Analysis
            </h2>
          </div>
          <div class="flex items-center gap-1.5 font-sans">
            <button id="btn-toggle-triangle" class="bg-indigo-600 hover:bg-indigo-700 text-white font-bold py-1 px-2.5 rounded text-[11px] transition shadow flex items-center gap-1">
              <span>📐 Gradient Triangle:</span>
              <span id="triangle-status-label" class="text-yellow-300">OFF</span>
            </button>
            <span id="badge-auto-select" class="hidden bg-amber-500/10 text-amber-400 border border-amber-500/20 px-2 py-0.5 rounded text-[11px] font-bold items-center gap-1.5 shadow-sm">
              <span id="badge-auto-text">Auto-Selected: Linear</span>
            </span>
          </div>
        </div>

        <div id="calculations-filled" class="grid grid-cols-1 md:grid-cols-2 gap-4">
          <!-- Equation Display -->
          <div class="bg-slate-900/60 p-4 rounded-xl border border-slate-700/40 space-y-2">
            <span class="text-xs font-semibold uppercase text-slate-400 tracking-wider">
              Model Equation
            </span>
            <div id="equation-math" class="text-lg font-bold font-mono text-indigo-300">
              y = mx + c
            </div>
            <div id="equation-desc" class="text-xs text-slate-400">
              Directly representing linear physical relationships.
            </div>
          </div>

          <!-- Gradient / Tangent Display -->
          <div class="bg-slate-900/60 p-4 rounded-xl border border-slate-700/40 space-y-2 flex flex-col justify-between">
            <div>
              <span class="text-xs font-semibold uppercase text-slate-400 tracking-wider flex items-center justify-between">
                Gradient (Slope)
                <span id="badge-varying" class="hidden bg-rose-500/10 text-rose-400 border border-rose-500/20 px-1.5 py-0.5 rounded text-[9px]">
                  Varying Curve
                </span>
              </span>
              
              <div id="gradient-output" class="mt-1">
                <!-- Populated dynamically based on fit type -->
              </div>
            </div>
          </div>
        </div>

        <div id="calculations-empty" class="hidden bg-slate-900/40 p-6 rounded-xl border border-slate-700/40 text-center text-slate-400 text-sm">
          Please input at least 3 valid coordinate pairs to calculate gradients.
        </div>

        <div id="teacher-tip" class="mt-4 p-3 bg-indigo-950/40 rounded-xl border border-indigo-900/40 text-xs text-indigo-200">
          <span class="font-bold text-indigo-300">Cikgu Wee's Physics Tip:</span> The gradient represented is calculated using high-precision Least Squares Regression. Click on this section to toggle the Gradient Triangle on the graph sheet to test alignment!
        </div>
      </section>

    </div>
  </main>

  <!-- FOOTER -->
  <footer class="bg-slate-950 border-t border-slate-800 text-center py-4 text-xs text-slate-500 mt-12">
    <div class="max-w-7xl mx-auto px-4">
      Physics Graph Simulator (Offline App) — Designed for Secondary School and College Lab Experiments by <span class="text-indigo-400 font-bold">Cikgu Wee</span>
    </div>
  </footer>

  <!-- CORE LOGIC ENGINE (100% SELF-CONTAINED JS) -->
  <script>
    // --- LAB DATA PRESETS ---
    const PRESETS = {
      pendulum: {
        title: "Simple Pendulum (T vs l)",
        xLabel: "l",
        xUnit: "cm",
        yLabel: "T",
        yUnit: "s",
        fitType: "auto",
        forceOrigin: true,
        data: [
          { x: "20.0", y: "0.90" },
          { x: "30.0", y: "1.10" },
          { x: "40.0", y: "1.27" },
          { x: "50.0", y: "1.42" },
          { x: "60.0", y: "1.57" }
        ]
      },
      ohms_law: {
        title: "Ohm's Law (V vs I)",
        xLabel: "I",
        xUnit: "A",
        yLabel: "V",
        yUnit: "V",
        fitType: "auto",
        forceOrigin: true,
        data: [
          { x: "0.10", y: "0.52" },
          { x: "0.20", y: "0.98" },
          { x: "0.30", y: "1.55" },
          { x: "0.40", y: "2.01" },
          { x: "0.50", y: "2.48" },
          { x: "0.60", y: "3.02" }
        ]
      },
      acceleration: {
        title: "Free Fall (Distance vs Time²)",
        xLabel: "t²",
        xUnit: "s²",
        yLabel: "s",
        yUnit: "m",
        fitType: "auto",
        forceOrigin: true,
        data: [
          { x: "0.04", y: "0.20" },
          { x: "0.16", y: "0.78" },
          { x: "0.36", y: "1.76" },
          { x: "0.64", y: "3.14" },
          { x: "1.00", y: "4.90" }
        ]
      },
      hookes_law: {
        title: "Hooke's Law (Force vs Extension)",
        xLabel: "x",
        xUnit: "cm",
        yLabel: "F",
        yUnit: "N",
        fitType: "auto",
        forceOrigin: true,
        data: [
          { x: "1.2", y: "0.5" },
          { x: "2.5", y: "1.0" },
          { x: "3.7", y: "1.5" },
          { x: "5.0", y: "2.0" },
          { x: "6.2", y: "2.5" },
          { x: "7.5", y: "3.0" }
        ]
      },
      charging_capacitor: {
        title: "Discharging Capacitor (V vs t)",
        xLabel: "t",
        xUnit: "s",
        yLabel: "V",
        yUnit: "V",
        fitType: "auto",
        forceOrigin: false,
        data: [
          { x: "0", y: "6.0" },
          { x: "2", y: "4.1" },
          { x: "4", y: "2.8" },
          { x: "6", y: "1.9" },
          { x: "8", y: "1.3" },
          { x: "10", y: "0.9" }
        ]
      }
    };

    // --- APPLICATION STATE ---
    let activePreset = "pendulum";
    let xLabel = PRESETS.pendulum.xLabel;
    let xUnit = PRESETS.pendulum.xUnit;
    let yLabel = PRESETS.pendulum.yLabel;
    let yUnit = PRESETS.pendulum.yUnit;
    let fitType = "auto";
    let forceOrigin = true;
    let boxesPerDivision = 10;
    let paperColor = "green";
    let pointColor = "#f43f5e";
    let lineColor = "#2563eb";
    let showCoordinates = false;
    let dataPoints = JSON.parse(JSON.stringify(PRESETS.pendulum.data));
    let tangentPoint = null;

    // --- GLOBAL GRID CONSTANTS (Updated to 9x11 Portrait) ---
    const GRID_X_BLOCKS = 9;
    const GRID_Y_BLOCKS = 11;

    function getGraphDimensions(width, height) {
      const paddingLeftBase = 70;
      const paddingRightBase = 95;
      const paddingTopBase = 50;
      const paddingBottomBase = 60;

      const availWidth = width - paddingLeftBase - paddingRightBase;
      const availHeight = height - paddingTopBase - paddingBottomBase;

      // Force square boxes (2cm x 2cm representation)
      const boxSize = Math.min(availWidth / GRID_X_BLOCKS, availHeight / GRID_Y_BLOCKS);

      const graphWidth = boxSize * GRID_X_BLOCKS;
      const graphHeight = boxSize * GRID_Y_BLOCKS;

      // Center the grid in the remaining space
      const extraWidth = (availWidth - graphWidth) / 2;
      const extraHeight = (availHeight - graphHeight) / 2;

      return {
        paddingLeft: paddingLeftBase + extraWidth,
        paddingRight: paddingRightBase + extraWidth,
        paddingTop: paddingTopBase + extraHeight,
        paddingBottom: paddingBottomBase + extraHeight,
        graphWidth,
        graphHeight
      };
    }

    // --- NEW GRADIENT TRIANGLE SYSTEM ---
    let showGradientTriangle = false; // Toggled by clicking gradient block or button
    let triangleX1 = null; // Independent variable fraction
    let triangleX2 = null; // Independent variable fraction
    let activeDragPoint = null; // 'x1' or 'x2'

    // --- MATHEMATICAL REgRESSION ENGINE ---
    
    // Linear regression.
    // "Force scale through origin" only pins the intercept when that line
    // still fits. A negative straight line that does not pass through (0,0)
    // must stay a negative linear fit, not get replaced by a curve.
    function calculateLinearFit(points) {
      if (points.length < 2) return null;

      const fit = (throughOrigin) => {
        const n = points.length;
        let sumX = 0, sumY = 0, sumXY = 0, sumXX = 0;
        for (let p of points) {
          sumX += p.x;
          sumY += p.y;
          sumXY += p.x * p.y;
          sumXX += p.x * p.x;
        }
        let m, c;
        if (throughOrigin) {
          m = sumXX === 0 ? 0 : sumXY / sumXX;
          c = 0;
        } else {
          const denominator = (n * sumXX) - (sumX * sumX);
          if (denominator === 0) return null;
          m = ((n * sumXY) - (sumX * sumY)) / denominator;
          c = (sumY - (m * sumX)) / n;
        }
        const yMean = sumY / n;
        let ssTot = 0, ssRes = 0;
        for (let p of points) {
          ssTot += Math.pow(p.y - yMean, 2);
          const yPred = m * p.x + c;
          ssRes += Math.pow(p.y - yPred, 2);
        }
        const r2 = ssTot === 0 ? 1 : 1 - (ssRes / ssTot);
        return { m, c, r2, type: 'linear', label: 'Linear Fit', f: (x) => m * x + c };
      };

      const free = fit(false);
      if (!free) return null;
      if (!forceOrigin) return free;

      const forced = fit(true);
      // Origin constraint is only kept when it does not destroy a clearly linear trend
      // (including a negative gradient whose intercept is not zero).
      if (forced && forced.r2 >= 0.95 && forced.r2 >= free.r2 - 0.02) return forced;
      return free;
    }

    // Quadratic regression
    function calculateQuadraticFit(points) {
      if (points.length < 3) return null;
      const n = points.length;
      let sumX = 0, sumY = 0, sumX2 = 0, sumX3 = 0, sumX4 = 0;
      let sumXY = 0, sumX2Y = 0;
      for (let p of points) {
        const x2 = p.x * p.x;
        sumX += p.x;
        sumY += p.y;
        sumX2 += x2;
        sumX3 += x2 * p.x;
        sumX4 += x2 * x2;
        sumXY += p.x * p.y;
        sumX2Y += x2 * p.y;
      }
      if (forceOrigin) {
        const d = sumX4 * sumX2 - sumX3 * sumX3;
        if (Math.abs(d) < 1e-12) return null;
        const a = (sumX2Y * sumX2 - sumXY * sumX3) / d;
        const b = (sumX4 * sumXY - sumX3 * sumX2Y) / d;
        const c = 0;
        const yMean = sumY / n;
        let ssTot = 0, ssRes = 0;
        for (let p of points) {
          ssTot += Math.pow(p.y - yMean, 2);
          const yPred = a * p.x * p.x + b * p.x + c;
          ssRes += Math.pow(p.y - yPred, 2);
        }
        const r2 = ssTot === 0 ? 1 : 1 - (ssRes / ssTot);
        return { a, b, c, r2, type: 'quadratic', label: 'Quadratic Curve', f: (x) => a * x * x + b * x + c };
      } else {
        const d = n * (sumX2 * sumX4 - sumX3 * sumX3) - sumX * (sumX * sumX4 - sumX2 * sumX3) + sumX2 * (sumX * sumX3 - sumX2 * sumX2);
        if (Math.abs(d) < 1e-12) return null;
        const dc = sumY * (sumX2 * sumX4 - sumX3 * sumX3) - sumX * (sumXY * sumX4 - sumX2Y * sumX3) + sumX2 * (sumXY * sumX3 - sumX2Y * sumX2);
        const db = n * (sumXY * sumX4 - sumX2Y * sumX3) - sumY * (sumX * sumX4 - sumX2 * sumX3) + sumX2 * (sumX * sumX2Y - sumXY * sumX2);
        const da = n * (sumX2 * sumX2Y - sumXY * sumX3) - sumX * (sumX * sumX2Y - sumXY * sumX2) + sumY * (sumX * sumX3 - sumX2 * sumX2);
        const a = da / d;
        const b = db / d;
        const c = dc / d;
        const yMean = sumY / n;
        let ssTot = 0, ssRes = 0;
        for (let p of points) {
          ssTot += Math.pow(p.y - yMean, 2);
          const yPred = a * p.x * p.x + b * p.x + c;
          ssRes += Math.pow(p.y - yPred, 2);
        }
        const r2 = ssTot === 0 ? 1 : 1 - (ssRes / ssTot);
        return { a, b, c, r2, type: 'quadratic', label: 'Quadratic Curve', f: (x) => a * x * x + b * x + c };
      }
    }

    // Square Root regression
    function calculateSqrtFit(points) {
      const validPoints = points.filter(p => p.x >= 0);
      if (validPoints.length < 2) return null;
      const n = validPoints.length;
      let sumSqrtX = 0, sumY = 0, sumSqrtXY = 0, sumX = 0;
      for (let p of validPoints) {
        const sx = Math.sqrt(p.x);
        sumSqrtX += sx;
        sumY += p.y;
        sumSqrtXY += sx * p.y;
        sumX += p.x;
      }
      let a, c;
      if (forceOrigin) {
        a = sumX === 0 ? 0 : sumSqrtXY / sumX;
        c = 0;
      } else {
        const denominator = (n * sumX) - (sumSqrtX * sumSqrtX);
        if (denominator === 0) return null;
        a = ((n * sumSqrtXY) - (sumSqrtX * sumY)) / denominator;
        c = (sumY - (a * sumSqrtX)) / n;
      }
      const yMean = sumY / n;
      let ssTot = 0, ssRes = 0;
      for (let p of validPoints) {
        ssTot += Math.pow(p.y - yMean, 2);
        const yPred = a * Math.sqrt(p.x) + c;
        ssRes += Math.pow(p.y - yPred, 2);
      }
      const r2 = ssTot === 0 ? 1 : 1 - (ssRes / ssTot);
      return { a, c, r2, type: 'sqrt', label: 'Square Root Fit', f: (x) => x >= 0 ? (a * Math.sqrt(x) + c) : 0 };
    }

    // Power regression
    function calculatePowerFit(points) {
      const validPoints = points.filter(p => p.x > 0 && p.y > 0);
      if (validPoints.length < 2) return null;
      const n = validPoints.length;
      let sumLnX = 0, sumLnY = 0, sumLnXLnY = 0, sumLnXX = 0;
      for (let p of validPoints) {
        const lx = Math.log(p.x);
        const ly = Math.log(p.y);
        sumLnX += lx;
        sumLnY += ly;
        sumLnXLnY += lx * ly;
        sumLnXX += lx * lx;
      }
      const denominator = (n * sumLnXX) - (sumLnX * sumLnX);
      if (denominator === 0) return null;
      const b = ((n * sumLnXLnY) - (sumLnX * sumLnY)) / denominator;
      const lnA = (sumLnY - (b * sumLnX)) / n;
      const a = Math.exp(lnA);
      const sumY = validPoints.reduce((sum, p) => sum + p.y, 0);
      const yMean = sumY / n;
      let ssTot = 0, ssRes = 0;
      for (let p of validPoints) {
        ssTot += Math.pow(p.y - yMean, 2);
        const yPred = a * Math.pow(p.x, b);
        ssRes += Math.pow(p.y - yPred, 2);
      }
      const r2 = ssTot === 0 ? 1 : 1 - (ssRes / ssTot);
      return { a, b, r2, type: 'power', label: 'Power Fit', f: (x) => x > 0 ? (a * Math.pow(x, b)) : 0 };
    }

    // Exponential regression
    function calculateExponentialFit(points) {
      const validPoints = points.filter(p => p.y > 0);
      if (validPoints.length < 2) return null;
      const n = validPoints.length;
      let sumX = 0, sumLnY = 0, sumXLnY = 0, sumXX = 0;
      for (let p of validPoints) {
        const ly = Math.log(p.y);
        sumX += p.x;
        sumLnY += ly;
        sumXLnY += p.x * ly;
        sumXX += p.x * p.x;
      }
      const denominator = (n * sumXX) - (sumX * sumX);
      if (denominator === 0) return null;
      const b = ((n * sumXLnY) - (sumX * sumLnY)) / denominator;
      const lnA = (sumLnY - (b * sumX)) / n;
      const a = Math.exp(lnA);
      const sumY = validPoints.reduce((sum, p) => sum + p.y, 0);
      const yMean = sumY / n;
      let ssTot = 0, ssRes = 0;
      for (let p of validPoints) {
        ssTot += Math.pow(p.y - yMean, 2);
        const yPred = a * Math.exp(b * p.x);
        ssRes += Math.pow(p.y - yPred, 2);
      }
      const r2 = ssTot === 0 ? 1 : 1 - (ssRes / ssTot);
      return { a, b, r2, type: 'exponential', label: 'Exponential Fit', f: (x) => a * Math.exp(b * x) };
    }

    // Dynamic statistical Ockham's Razor auto-fit detector
    function getAutoDetectedFit(points) {
      if (points.length < 2) return null;
      const candidates = [];
      const lin = calculateLinearFit(points);
      if (lin && !isNaN(lin.r2)) candidates.push({ model: lin, score: lin.r2 });
      const sqrt = calculateSqrtFit(points);
      if (sqrt && !isNaN(sqrt.r2)) candidates.push({ model: sqrt, score: sqrt.r2 - 0.001 });
      const exp = calculateExponentialFit(points);
      if (exp && !isNaN(exp.r2)) candidates.push({ model: exp, score: exp.r2 - 0.004 });
      const power = calculatePowerFit(points);
      if (power && !isNaN(power.r2)) candidates.push({ model: power, score: power.r2 - 0.004 });
      const quad = calculateQuadraticFit(points);
      if (quad && !isNaN(quad.r2)) candidates.push({ model: quad, score: quad.r2 - 0.015 });

      if (candidates.length === 0) return null;
      candidates.sort((a, b) => b.score - a.score);
      return candidates[0].model;
    }

    function getActiveModel(points) {
      if (fitType === "none") return null;
      if (fitType === "auto") return getAutoDetectedFit(points);
      if (fitType === "linear") return calculateLinearFit(points);
      if (fitType === "quadratic") return calculateQuadraticFit(points);
      if (fitType === "sqrt") return calculateSqrtFit(points);
      if (fitType === "power") return calculatePowerFit(points);
      if (fitType === "exponential") return calculateExponentialFit(points);
      return null;
    }

    // --- SCALING ENGINE ---
    // Standardizing to specific major divisions for a wide, beautiful graph paper
    function calculateEvenScale(minVal, maxVal, numDivisions = 10, alignToOrigin = false) {
      let low = alignToOrigin ? 0 : minVal;
      let high = maxVal;
      if (high <= low) high = low + numDivisions;
      let span = high - low;
      let idealStep = span / numDivisions;
      const logValue = Math.log10(idealStep);
      const powerOfTen = Math.floor(logValue);
      const fractionalPart = idealStep / Math.pow(10, powerOfTen);
      
      let selectedStepFactor;
      if (fractionalPart <= 1.0) selectedStepFactor = 1.0;
      else if (fractionalPart <= 2.0) selectedStepFactor = 2.0;
      else if (fractionalPart <= 5.0) selectedStepFactor = 5.0;
      else selectedStepFactor = 10.0;

      const finalStepValue = selectedStepFactor * Math.pow(10, powerOfTen);
      const calculatedMin = alignToOrigin ? 0 : Math.floor(low / finalStepValue) * finalStepValue;
      const rawMax = calculatedMin + (finalStepValue * numDivisions);
      const calculatedMax = rawMax >= high ? rawMax : Math.ceil(high / finalStepValue) * finalStepValue;
      const actualDivisionsCount = Math.round((calculatedMax - calculatedMin) / finalStepValue);

      return { min: calculatedMin, max: calculatedMax, step: finalStepValue, divisions: actualDivisionsCount };
    }

    function getDecimalPrecision(step) {
      if (!step) return 0;
      const stepStr = step.toString();
      if (stepStr.includes('.')) return stepStr.split('.')[1].length;
      return 0;
    }

    // Get current parsed numerical points
    function getValidPoints() {
      return dataPoints
        .map(p => ({ x: parseFloat(p.x), y: parseFloat(p.y) }))
        .filter(p => !isNaN(p.x) && !isNaN(p.y));
    }

    // --- ANOMALY DETECTOR ---
    function getIrregularPoints() {
      const points = getValidPoints();
      const model = getActiveModel(points);
      if (points.length < 3 || !model) return [];
      const residuals = points.map((p, idx) => {
        const expectedY = model.f(p.x);
        return { index: idx, point: p, diff: Math.abs(p.y - expectedY) };
      });
      const totalDiff = residuals.reduce((sum, r) => sum + r.diff, 0);
      const meanDiff = totalDiff / points.length;
      const sumSqDiff = residuals.reduce((sum, r) => sum + Math.pow(r.diff - meanDiff, 2), 0);
      const stdDev = Math.sqrt(sumSqDiff / (points.length - 1 || 1));
      const ys = points.map(p => p.y);
      const ySpan = Math.max(...ys) - Math.min(...ys) || 1;
      if (model.r2 > 0.999) return [];
      
      return residuals.filter(r => r.diff > (stdDev * 1.6) && r.diff > (ySpan * 0.08)).map(i => ({
        rowNumber: i.index + 1,
        x: i.point.x,
        y: i.point.y,
        expected: model.f(i.point.x)
      }));
    }

    // --- DOM AND INTERFACE UPDATER ---
    const canvas = document.getElementById("graph-canvas");
    const warningSection = document.getElementById("warning-section");
    const warningList = document.getElementById("warning-list");
    const calculationsFilled = document.getElementById("calculations-filled");
    const calculationsEmpty = document.getElementById("calculations-empty");
    const badgeAutoSelect = document.getElementById("badge-auto-select");
    const badgeAutoText = document.getElementById("badge-auto-text");
    const equationMath = document.getElementById("equation-math");
    const equationDesc = document.getElementById("equation-desc");
    const gradientOutput = document.getElementById("gradient-output");
    const tableBody = document.getElementById("table-body");
    
    // Globally binding the hover element correctly to fix DOM initialization bugs
    const hoverDiv = document.getElementById("hover-coordinates");

    // --- NEW: SYMBOL PICKER LOGIC ---
    let lastFocusedInput = null;
    
    // Set default focused input when page loads so clicking a symbol immediately works
    window.addEventListener("DOMContentLoaded", () => {
      lastFocusedInput = document.getElementById("yLabelInput");
    });

    document.querySelectorAll('#yLabelInput, #yUnitInput, #xLabelInput, #xUnitInput').forEach(input => {
      input.addEventListener('focus', () => {
        lastFocusedInput = input;
      });
    });

    document.querySelectorAll('.symbol-btn').forEach(btn => {
      btn.addEventListener('click', (e) => {
        e.preventDefault();
        if (lastFocusedInput) {
          const symbol = e.target.innerText;
          const start = lastFocusedInput.selectionStart;
          const end = lastFocusedInput.selectionEnd;
          const text = lastFocusedInput.value;
          const before = text.substring(0, start);
          const after = text.substring(end, text.length);
          
          lastFocusedInput.value = before + symbol + after;
          lastFocusedInput.selectionStart = lastFocusedInput.selectionEnd = start + symbol.length;
          lastFocusedInput.focus();
          
          // Trigger input event to update variables and graph
          lastFocusedInput.dispatchEvent(new Event('input'));
        }
      });
    });
    // ---------------------------------

    // Sync button toggles and densities to the visual state
    function updateTogglesAndControls() {
      // Force scale through Origin Toggle Sync
      const toggleOrig = document.getElementById("toggle-origin");
      const toggleOrigCircle = document.getElementById("toggle-origin-circle");
      if (forceOrigin) {
        toggleOrig.className = "w-11 h-6 flex items-center rounded-full p-1 cursor-pointer transition-colors bg-indigo-600";
        toggleOrigCircle.className = "bg-white w-4 h-4 rounded-full shadow-md transform transition-transform translate-x-5";
      } else {
        toggleOrig.className = "w-11 h-6 flex items-center rounded-full p-1 cursor-pointer transition-colors bg-slate-700";
        toggleOrigCircle.className = "bg-white w-4 h-4 rounded-full shadow-md transform transition-transform translate-x-0";
      }

      // Show Point Coordinates Toggle Sync
      const toggleCoords = document.getElementById("toggle-coords");
      const toggleCoordsCircle = document.getElementById("toggle-coords-circle");
      if (showCoordinates) {
        toggleCoords.className = "w-11 h-6 flex items-center rounded-full p-1 cursor-pointer transition-colors bg-indigo-600";
        toggleCoordsCircle.className = "bg-white w-4 h-4 rounded-full shadow-md transform transition-transform translate-x-5";
      } else {
        toggleCoords.className = "w-11 h-6 flex items-center rounded-full p-1 cursor-pointer transition-colors bg-slate-700";
        toggleCoordsCircle.className = "bg-white w-4 h-4 rounded-full shadow-md transform transition-transform translate-x-0";
      }

      // Density Buttons Sync
      const btn10 = document.getElementById("btn-density-10");
      const btn5 = document.getElementById("btn-density-5");
      if (boxesPerDivision === 10) {
        btn10.className = "px-3 py-1 text-xs font-bold rounded-md transition bg-indigo-600 text-white shadow";
        btn5.className = "px-3 py-1 text-xs font-bold rounded-md transition text-slate-300 hover:text-white";
      } else {
        btn5.className = "px-3 py-1 text-xs font-bold rounded-md transition bg-indigo-600 text-white shadow";
        btn10.className = "px-3 py-1 text-xs font-bold rounded-md transition text-slate-300 hover:text-white";
      }
    }

    // Redraw Table Headers
    function updateTableHeaderLabels() {
      const headerX = document.getElementById("th-x-header");
      const headerY = document.getElementById("th-y-header");
      headerX.innerText = xUnit ? `${xLabel} / ${xUnit}` : xLabel;
      headerY.innerText = yUnit ? `${yLabel} / ${yUnit}` : yLabel;
    }

    // Populate dynamic editable tables
    function renderTableRows() {
      tableBody.innerHTML = "";
      dataPoints.forEach((point, index) => {
        const tr = document.createElement("tr");
        tr.className = "hover:bg-slate-800/40 transition";
        tr.innerHTML = `
          <td class="py-2 px-3 text-center text-xs font-bold text-slate-500">${index + 1}</td>
          <td class="py-2 px-3">
            <input type="text" data-index="${index}" data-field="x" value="${point.x}" 
              class="table-cell-input w-full bg-slate-800 border border-slate-700 rounded px-2 py-1 text-sm text-white focus:outline-none focus:border-indigo-500 text-center font-mono" />
          </td>
          <td class="py-2 px-3">
            <input type="text" data-index="${index}" data-field="y" value="${point.y}" 
              class="table-cell-input w-full bg-slate-800 border border-slate-700 rounded px-2 py-1 text-sm text-white focus:outline-none focus:border-indigo-500 text-center font-mono" />
          </td>
          <td class="py-2 px-3 text-center">
            <button class="btn-delete-row p-1 text-slate-400 hover:text-rose-400 disabled:opacity-30 transition" data-index="${index}" ${dataPoints.length <= 2 ? 'disabled' : ''}>
              <!-- Trash SVG -->
              <svg class="w-4 h-4" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24">
                <path stroke-linecap="round" stroke-linejoin="round" d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16"></path>
              </svg>
            </button>
          </td>
        `;
        tableBody.appendChild(tr);
      });

      // Bind input events to allow typing decimals directly without losing focus
      document.querySelectorAll(".table-cell-input").forEach(input => {
        input.addEventListener("input", (e) => {
          const idx = parseInt(e.target.dataset.index);
          const field = e.target.dataset.field;
          const val = e.target.value;
          if (/^-?\d*\.?\d*$/.test(val) || val === "") {
            dataPoints[idx][field] = val;
            drawGraph();
            updateCalculationsAndAlerts();
          } else {
            e.target.value = dataPoints[idx][field]; // restore
          }
        });
      });

      // Delete Row Button listener
      document.querySelectorAll(".btn-delete-row").forEach(btn => {
        btn.addEventListener("click", (e) => {
          const idx = parseInt(e.currentTarget.dataset.index);
          if (dataPoints.length > 2) {
            dataPoints.splice(idx, 1);
            renderTableRows();
            drawGraph();
            updateCalculationsAndAlerts();
          }
        });
      });
    }

    // Initialize Default Triangle Coordinates
    function initGradientTriangleBounds(minVal, maxVal) {
      if (triangleX1 === null || triangleX2 === null) {
        // Position them widely across the scale range (e.g., 15% and 85%)
        const span = maxVal - minVal;
        triangleX1 = minVal + span * 0.15;
        triangleX2 = minVal + span * 0.85;
      }
    }

    // Update Warnings & Statistics Calculations Panels
    function updateCalculationsAndAlerts() {
      const points = getValidPoints();
      const model = getActiveModel(points);
      const irregulars = getIrregularPoints();

      // Show/hide outlier alert warnings
      if (irregulars.length > 0) {
        warningSection.classList.remove("hidden");
        warningList.innerHTML = irregulars.map(err => `
          <li>Row #${err.rowNumber}: Point (${err.x}, ${err.y}) deviates. Expected around ${err.expected.toFixed(2)}.</li>
        `).join("");
      } else {
        warningSection.classList.add("hidden");
      }

      // Calculations details
      if (points.length >= 2 && model) {
        calculationsFilled.classList.remove("hidden");
        calculationsEmpty.classList.add("hidden");

        // Set badge for auto fit select
        if (fitType === "auto") {
          badgeAutoSelect.classList.remove("hidden");
          badgeAutoSelect.style.display = "inline-flex";
          badgeAutoText.innerText = `Auto-Selected: ${model.label}`;
        } else {
          badgeAutoSelect.classList.add("hidden");
          badgeAutoSelect.style.display = "none";
        }

        // Output Equation and display R2 accuracy inside card
        if (model.type === 'linear') {
          equationMath.innerText = `y = ${model.m.toFixed(3)}x ${model.c >= 0 ? `+ ${model.c.toFixed(3)}` : `- ${Math.abs(model.c).toFixed(3)}`}`;
          equationDesc.innerHTML = `Directly representing linear physical relationships.<br><span class="text-sky-400 font-mono font-bold">R² Accuracy: ${model.r2.toFixed(4)}</span>`;
        } else if (model.type === 'quadratic') {
          equationMath.innerText = `y = ${model.a.toFixed(3)}x² ${model.b >= 0 ? `+ ${model.b.toFixed(3)}` : `- ${Math.abs(model.b).toFixed(3)}x`} ${model.c !== 0 ? (model.c > 0 ? `+ ${model.c.toFixed(3)}` : `- ${Math.abs(model.c).toFixed(3)}`) : ""}`;
          equationDesc.innerHTML = `Polynomial parabola approximation.<br><span class="text-sky-400 font-mono font-bold">R² Accuracy: ${model.r2.toFixed(4)}</span>`;
        } else if (model.type === 'sqrt') {
          equationMath.innerText = `y = ${model.a.toFixed(3)}√x ${model.c !== 0 ? (model.c > 0 ? `+ ${model.c.toFixed(3)}` : `- ${Math.abs(model.c).toFixed(3)}`) : ""}`;
          equationDesc.innerHTML = `Ideal for pendulum period & inverse square gravity profiles.<br><span class="text-sky-400 font-mono font-bold">R² Accuracy: ${model.r2.toFixed(4)}</span>`;
        } else if (model.type === 'power') {
          equationMath.innerText = `y = ${model.a.toFixed(3)}x^(${model.b.toFixed(3)})`;
          equationDesc.innerHTML = `Generalised Power Law representation: y = axᵇ.<br><span class="text-sky-400 font-mono font-bold">R² Accuracy: ${model.r2.toFixed(4)}</span>`;
        } else if (model.type === 'exponential') {
          equationMath.innerText = `y = ${model.a.toFixed(3)}e^(${model.b.toFixed(3)}x)`;
          equationDesc.innerHTML = `Exponential scaling (e.g. radioactive half-life decay).<br><span class="text-sky-400 font-mono font-bold">R² Accuracy: ${model.r2.toFixed(4)}</span>`;
        }

        // Output Gradient
        const unitLabel = (yUnit && xUnit) ? `${yUnit} ${xUnit}⁻¹` : (yUnit ? yUnit : (xUnit ? `${xUnit}⁻¹` : "no unit"));
        const badgeVarying = document.getElementById("badge-varying");

        if (model.type === 'linear') {
          badgeVarying.classList.add("hidden");
          gradientOutput.innerHTML = `
            <div class="text-2xl font-black text-emerald-400 tracking-tight">${model.m.toFixed(3)}</div>
            <div class="text-xs font-mono font-medium text-slate-300 mt-1">Unit: <span class="text-yellow-400">${unitLabel}</span></div>
          `;
        } else {
          badgeVarying.classList.remove("hidden");
          if (tangentPoint) {
            let slope = 0;
            const tx = tangentPoint.x;
            if (model.type === 'quadratic') slope = 2 * model.a * tx + model.b;
            else if (model.type === 'sqrt') slope = tx > 0 ? (model.a / (2 * Math.sqrt(tx))) : 0;
            else if (model.type === 'power') slope = tx > 0 ? (model.a * model.b * Math.pow(tx, model.b - 1)) : 0;
            else if (model.type === 'exponential') slope = model.a * model.b * Math.exp(model.b * tx);

            gradientOutput.innerHTML = `
              <div class="text-xs font-semibold text-slate-300">
                Slope at x = ${tx.toFixed(2)} is: <strong class="text-rose-400 text-lg">${slope.toFixed(3)}</strong>
              </div>
              <div class="text-xs font-mono text-slate-300 mt-1">Unit: <span class="text-yellow-400">${unitLabel}</span></div>
            `;
          } else {
            gradientOutput.innerHTML = `
              <span class="text-slate-400 text-xs italic leading-relaxed block">
                Click on the graph paper curve to inspect the tangent gradient instantly.
              </span>
            `;
          }
        }

        // Triangle boundaries synchronized
        if (showGradientTriangle) {
          const xs = points.map(p => p.x);
          const minX = Math.min(...xs, 0);
          const maxX = Math.max(...xs, GRID_X_BLOCKS);
          const xScaleInfo = calculateEvenScale(minX, maxX, GRID_X_BLOCKS, forceOrigin);
          initGradientTriangleBounds(xScaleInfo.min, xScaleInfo.max);
        }

      } else {
        calculationsFilled.classList.add("hidden");
        calculationsEmpty.classList.remove("hidden");
        badgeAutoSelect.classList.add("hidden");
      }
    }

    // --- CANVAS GRAPH DRAWING ENGINE (Crisp Black Labels, White surrounding bg) ---
    function drawGraph() {
      const rect = canvas.getBoundingClientRect();
      const dpr = window.devicePixelRatio || 1;
      canvas.width = rect.width * dpr;
      canvas.height = rect.height * dpr;
      const ctx = canvas.getContext("2d");
      ctx.scale(dpr, dpr);

      const width = rect.width;
      const height = rect.height;
      
      // Clean, bright white canvas sheet background
      ctx.fillStyle = "#ffffff";
      ctx.fillRect(0, 0, width, height);

      // Dynamic Boundaries & Margins to ensure perfect square grid boxes
      const dims = getGraphDimensions(width, height);
      const paddingLeft = dims.paddingLeft;
      const paddingRight = dims.paddingRight;
      const paddingTop = dims.paddingTop;
      const paddingBottom = dims.paddingBottom;
      const graphWidth = dims.graphWidth;
      const graphHeight = dims.graphHeight;

      const points = getValidPoints();
      let minX = 0, maxX = GRID_X_BLOCKS, minY = 0, maxY = GRID_Y_BLOCKS;
      if (points.length > 0) {
        const xs = points.map(p => p.x);
        const ys = points.map(p => p.y);
        minX = Math.min(...xs);
        maxX = Math.max(...xs);
        minY = Math.min(...ys);
        maxY = Math.max(...ys);
      }

      // Graph grid set to specified major blocks
      const xMajorBlocks = GRID_X_BLOCKS;
      const yMajorBlocks = GRID_Y_BLOCKS;
      const xScaleInfo = calculateEvenScale(minX, maxX, xMajorBlocks, forceOrigin);
      const yScaleInfo = calculateEvenScale(minY, maxY, yMajorBlocks, forceOrigin);

      // Initialize triangle boundaries within actual auto-scales
      initGradientTriangleBounds(xScaleInfo.min, xScaleInfo.max);

      // Grid colors on paper
      let majorColor, mediumColor, minorColor, paperBg;
      if (paperColor === "green") {
        paperBg = "#f0fbf4";
        majorColor = "rgba(16, 185, 129, 0.65)";
        mediumColor = "rgba(16, 185, 129, 0.35)";
        minorColor = "rgba(16, 185, 129, 0.14)";
      } else if (paperColor === "blue") {
        paperBg = "#f0f7ff";
        majorColor = "rgba(59, 130, 246, 0.6)";
        mediumColor = "rgba(59, 130, 246, 0.32)";
        minorColor = "rgba(59, 130, 246, 0.14)";
      } else {
        paperBg = "#f8fafc";
        majorColor = "rgba(148, 163, 184, 0.65)";
        mediumColor = "rgba(148, 163, 184, 0.38)";
        minorColor = "rgba(148, 163, 184, 0.16)";
      }

      // 1. Draw grid paper section bg
      ctx.fillStyle = paperBg;
      ctx.fillRect(paddingLeft, paddingTop, graphWidth, graphHeight);

      // 2. Draw subdivisions
      const totalMinorGridX = xMajorBlocks * boxesPerDivision;
      const totalMinorGridY = yMajorBlocks * boxesPerDivision;

      // Horizontal lines
      for (let i = 0; i <= totalMinorGridY; i++) {
        const yPos = paddingTop + (graphHeight * i) / totalMinorGridY;
        const isMajor = i % boxesPerDivision === 0;
        const isMedium = (boxesPerDivision === 10) && (i % 5 === 0) && (i % 10 !== 0);
        ctx.beginPath();
        ctx.moveTo(paddingLeft, yPos);
        ctx.lineTo(paddingLeft + graphWidth, yPos);
        if (isMajor) {
          ctx.lineWidth = 1.6;
          ctx.strokeStyle = majorColor;
        } else if (isMedium) {
          ctx.lineWidth = 1.0;
          ctx.strokeStyle = mediumColor;
        } else {
          ctx.lineWidth = 0.5;
          ctx.strokeStyle = minorColor;
        }
        ctx.stroke();
      }

      // Vertical lines
      for (let j = 0; j <= totalMinorGridX; j++) {
        const xPos = paddingLeft + (graphWidth * j) / totalMinorGridX;
        const isMajor = j % boxesPerDivision === 0;
        const isMedium = (boxesPerDivision === 10) && (j % 5 === 0) && (j % 10 !== 0);
        ctx.beginPath();
        ctx.moveTo(xPos, paddingTop);
        ctx.lineTo(xPos, paddingTop + graphHeight);
        if (isMajor) {
          ctx.lineWidth = 1.6;
          ctx.strokeStyle = majorColor;
        } else if (isMedium) {
          ctx.lineWidth = 1.0;
          ctx.strokeStyle = mediumColor;
        } else {
          ctx.lineWidth = 0.5;
          ctx.strokeStyle = minorColor;
        }
        ctx.stroke();
      }

      // Coordinate translators
      const getCanvasX = (val) => {
        const pct = (val - xScaleInfo.min) / (xScaleInfo.max - xScaleInfo.min);
        return paddingLeft + pct * graphWidth;
      };
      const getCanvasY = (val) => {
        const pct = (val - yScaleInfo.min) / (yScaleInfo.max - yScaleInfo.min);
        return paddingTop + graphHeight - pct * graphHeight;
      };
      const getValFromCanvasX = (pixelX) => {
        const pct = (pixelX - paddingLeft) / graphWidth;
        return xScaleInfo.min + pct * (xScaleInfo.max - xScaleInfo.min);
      };

      // 3. Draw Axis Scales (Crisp Solid Black for high visibility on white paper)
      ctx.fillStyle = "#000000";
      ctx.font = "bold 11px monospace";
      const xPrecision = getDecimalPrecision(xScaleInfo.step);
      const yPrecision = getDecimalPrecision(yScaleInfo.step);

      // X Ticks Numbers
      ctx.textAlign = "center";
      ctx.textBaseline = "top";
      for (let j = 0; j <= xMajorBlocks; j++) {
        const val = xScaleInfo.min + j * xScaleInfo.step;
        const xPos = getCanvasX(val);
        if (xPos >= paddingLeft && xPos <= paddingLeft + graphWidth) {
          ctx.beginPath();
          ctx.moveTo(xPos, paddingTop + graphHeight);
          ctx.lineTo(xPos, paddingTop + graphHeight + 6);
          ctx.lineWidth = 2;
          ctx.strokeStyle = "#000000";
          ctx.stroke();

          ctx.fillText(val.toFixed(xPrecision), xPos, paddingTop + graphHeight + 9);
        }
      }

      // Y Ticks Numbers
      ctx.textAlign = "right";
      ctx.textBaseline = "middle";
      for (let i = 0; i <= yMajorBlocks; i++) {
        const val = yScaleInfo.min + i * yScaleInfo.step;
        const yPos = getCanvasY(val);
        if (yPos >= paddingTop && yPos <= paddingTop + graphHeight) {
          ctx.beginPath();
          ctx.moveTo(paddingLeft - 6, yPos);
          ctx.lineTo(paddingLeft, yPos);
          ctx.lineWidth = 2;
          ctx.strokeStyle = "#000000";
          ctx.stroke();

          ctx.fillText(val.toFixed(yPrecision), paddingLeft - 10, yPos);
        }
      }

      // 4. Solid Black Axis Borders with Arrowheads
      ctx.beginPath();
      ctx.moveTo(paddingLeft, paddingTop);
      ctx.lineTo(paddingLeft, paddingTop + graphHeight);
      ctx.lineTo(paddingLeft + graphWidth, paddingTop + graphHeight);
      ctx.lineWidth = 2.5;
      ctx.strokeStyle = "#000000";
      ctx.stroke();

      // Top Y Arrow
      ctx.beginPath();
      ctx.moveTo(paddingLeft - 5, paddingTop + 8);
      ctx.lineTo(paddingLeft, paddingTop);
      ctx.lineTo(paddingLeft + 5, paddingTop + 8);
      ctx.lineWidth = 2;
      ctx.strokeStyle = "#000000";
      ctx.stroke();

      // Right X Arrow
      ctx.beginPath();
      ctx.moveTo(paddingLeft + graphWidth - 8, paddingTop + graphHeight - 5);
      ctx.lineTo(paddingLeft + graphWidth, paddingTop + graphHeight);
      ctx.lineTo(paddingLeft + graphWidth - 8, paddingTop + graphHeight + 5);
      ctx.lineWidth = 2;
      ctx.strokeStyle = "#000000";
      ctx.stroke();

      // 5. Symbol & Units strictly placed at outer edges
      ctx.fillStyle = "#000000";
      ctx.font = "bold 13px sans-serif";
      const xFullLabel = xUnit ? `${xLabel} / ${xUnit}` : xLabel;
      const yFullLabel = yUnit ? `${yLabel} / ${yUnit}` : yLabel;

      ctx.textAlign = "center";
      ctx.textBaseline = "bottom";
      ctx.fillText(yFullLabel, paddingLeft, paddingTop - 12);

      ctx.textAlign = "left";
      ctx.textBaseline = "middle";
      ctx.fillText(xFullLabel, paddingLeft + graphWidth + 12, paddingTop + graphHeight);

      // CENTERED FORMAL GRAPH TITLE AT THE VERY TOP
      ctx.save();
      ctx.fillStyle = "#000000";
      ctx.font = "bold 14px sans-serif";
      ctx.textAlign = "center";
      ctx.textBaseline = "top";
      const graphTitleText = `Graph of ${yLabel ? yLabel : 'Y'} against ${xLabel ? xLabel : 'X'}`;
      ctx.fillText(graphTitleText, paddingLeft + graphWidth / 2, 16);
      ctx.restore();

      // 6. Draw Best-Fit Curve Line
      const model = getActiveModel(points);
      if (model) {
        ctx.beginPath();
        let first = true;
        for (let px = paddingLeft; px <= paddingLeft + graphWidth; px++) {
          const xVal = getValFromCanvasX(px);
          const yVal = model.f(xVal);
          const py = getCanvasY(yVal);
          if (py >= paddingTop && py <= paddingTop + graphHeight) {
            if (first) {
              ctx.moveTo(px, py);
              first = false;
            } else {
              ctx.lineTo(px, py);
            }
          }
        }
        ctx.lineWidth = 3;
        ctx.strokeStyle = lineColor;
        ctx.stroke();

        // 7. PEDAGOGICAL GRADIENT TRIANGLE SYSTEM (Only shows when showGradientTriangle is TRUE)
        if (showGradientTriangle) {
          const x1Pixel = getCanvasX(triangleX1);
          const x2Pixel = getCanvasX(triangleX2);
          const y1Pixel = getCanvasY(model.f(triangleX1));
          const y2Pixel = getCanvasY(model.f(triangleX2));

          // Sort vertices from left to right to build correct below-the-line boundaries
          const pxLeft = Math.min(x1Pixel, x2Pixel);
          const pxRight = Math.max(x1Pixel, x2Pixel);
          const pyLeft = x1Pixel < x2Pixel ? y1Pixel : y2Pixel;
          const pyRight = x1Pixel < x2Pixel ? y2Pixel : y1Pixel;

          // Always locate the triangle BELOW the line:
          // Lower physical coordinates correspond to LARGER canvas pixel Y values
          const pyCorner = Math.max(pyLeft, pyRight);
          const pxCorner = (pyCorner === pyLeft) ? pxRight : pxLeft;

          // Draw Right-Angled dotted triangle
          ctx.beginPath();
          ctx.setLineDash([5, 5]);
          ctx.lineWidth = 2;
          ctx.strokeStyle = "#4f46e5"; // Indigo-600

          // Leg 1: From left point to the corner
          ctx.moveTo(pxLeft, pyLeft);
          ctx.lineTo(pxCorner, pyCorner);

          // Leg 2: From corner to the right point
          ctx.lineTo(pxRight, pyRight);
          ctx.stroke();
          ctx.setLineDash([]); // clear dash

          // Draw Right Angle Box Marker at the completed right-angled corner
          const angleMarkerSize = 10;
          const otherX = (pxCorner === pxRight) ? pxLeft : pxRight;
          const otherY = (pxCorner === pxRight) ? pyRight : pyLeft;
          const dirX = Math.sign(otherX - pxCorner);
          const dirY = Math.sign(otherY - pyCorner);

          ctx.beginPath();
          ctx.moveTo(pxCorner + dirX * angleMarkerSize, pyCorner);
          ctx.lineTo(pxCorner + dirX * angleMarkerSize, pyCorner + dirY * angleMarkerSize);
          ctx.lineTo(pxCorner, pyCorner + dirY * angleMarkerSize);
          ctx.strokeStyle = "#4f46e5";
          ctx.lineWidth = 1.5;
          ctx.stroke();

          // Draw Drag Handle Nodes at P1 and P2
          ctx.fillStyle = "#ffffff";
          ctx.strokeStyle = "#4f46e5";
          ctx.lineWidth = 3;

          // Node 1
          ctx.beginPath();
          ctx.arc(x1Pixel, y1Pixel, 6, 0, 2 * Math.PI);
          ctx.fill();
          ctx.stroke();

          // Node 2
          ctx.beginPath();
          ctx.arc(x2Pixel, y2Pixel, 6, 0, 2 * Math.PI);
          ctx.fill();
          ctx.stroke();

          // Draw Coordinate Labels near the nodes
          ctx.fillStyle = "#000000";
          ctx.font = "bold 10px monospace";
          
          // Label for P1
          ctx.textAlign = "right";
          ctx.fillText(`(${triangleX1.toFixed(2)}, ${model.f(triangleX1).toFixed(2)})`, x1Pixel - 10, y1Pixel - 5);

          // Label for P2
          ctx.textAlign = "left";
          ctx.fillText(`(${triangleX2.toFixed(2)}, ${model.f(triangleX2).toFixed(2)})`, x2Pixel + 10, y2Pixel - 5);
        }
      }

      // 8. Interactive Single-Point Tangent Line Marker (Only active when triangle is toggled off)
      if (tangentPoint && model && !showGradientTriangle) {
        const tx = tangentPoint.x;
        const ty = model.f(tx);
        let slope = 0;
        if (model.type === 'linear') slope = model.m;
        else if (model.type === 'quadratic') slope = 2 * model.a * tx + model.b;
        else if (model.type === 'sqrt') slope = tx > 0 ? (model.a / (2 * Math.sqrt(tx))) : 0;
        else if (model.type === 'power') slope = tx > 0 ? (model.a * model.b * Math.pow(tx, model.b - 1)) : 0;
        else if (model.type === 'exponential') slope = model.a * model.b * Math.exp(model.b * tx);

        const tCanvasX = getCanvasX(tx);
        const tCanvasY = getCanvasY(ty);

        ctx.beginPath();
        let tLineFirst = true;
        for (let px = paddingLeft; px <= paddingLeft + graphWidth; px++) {
          const xVal = getValFromCanvasX(px);
          const yVal = slope * (xVal - tx) + ty;
          const py = getCanvasY(yVal);
          if (py >= paddingTop && py <= paddingTop + graphHeight) {
            if (tLineFirst) {
              ctx.moveTo(px, py);
              tLineFirst = false;
            } else {
              ctx.lineTo(px, py);
            }
          }
        }
        ctx.lineWidth = 1.5;
        ctx.setLineDash([6, 4]);
        ctx.strokeStyle = "#fb7185";
        ctx.stroke();
        ctx.setLineDash([]); // clear dash

        // Draw dot node
        ctx.beginPath();
        ctx.arc(tCanvasX, tCanvasY, 6, 0, 2 * Math.PI);
        ctx.fillStyle = "#fb7185";
        ctx.fill();
        ctx.lineWidth = 2;
        ctx.strokeStyle = "#ffffff";
        ctx.stroke();
      }

      // 9. Draw Coordinate Crosses (Student Points)
      points.forEach(point => {
        const cx = getCanvasX(point.x);
        const cy = getCanvasY(point.y);
        if (cx >= paddingLeft && cx <= paddingLeft + graphWidth && cy >= paddingTop && cy <= paddingTop + graphHeight) {
          ctx.beginPath();
          ctx.moveTo(cx - 5, cy);
          ctx.lineTo(cx + 5, cy);
          ctx.moveTo(cx, cy - 5);
          ctx.lineTo(cx, cy + 5);
          ctx.strokeStyle = pointColor;
          ctx.lineWidth = 2;
          ctx.stroke();

          ctx.beginPath();
          ctx.arc(cx, cy, 3.5, 0, 2 * Math.PI);
          ctx.strokeStyle = pointColor;
          ctx.lineWidth = 1;
          ctx.stroke();

          if (showCoordinates) {
            ctx.fillStyle = "#000000";
            ctx.font = "9px monospace";
            ctx.textAlign = "left";
            ctx.textBaseline = "bottom";
            ctx.fillText(`(${point.x}, ${point.y})`, cx + 6, cy - 3);
          }
        }
      });
    }

    // --- CONTROLLER EVENTS & LISTENERS ---
    
    // Preset Builder
    function initPresets() {
      const container = document.getElementById("templates-container");
      container.innerHTML = "";
      Object.keys(PRESETS).forEach(key => {
        const btn = document.createElement("button");
        btn.innerText = PRESETS[key].title.split(" (")[0];
        btn.className = `px-3 py-1.5 text-xs font-medium rounded-lg transition-all duration-200 ${
          activePreset === key ? "bg-indigo-600 text-white shadow-md shadow-indigo-500/10" : "bg-slate-700 hover:bg-slate-600 text-slate-300"
        }`;
        btn.addEventListener("click", () => {
          activePreset = key;
          const p = PRESETS[key];
          xLabel = p.xLabel;
          xUnit = p.xUnit;
          yLabel = p.yLabel;
          yUnit = p.yUnit;
          fitType = p.fitType;
          forceOrigin = p.forceOrigin;
          dataPoints = JSON.parse(JSON.stringify(p.data));
          tangentPoint = null;
          triangleX1 = null; // force recalculate on template switch
          triangleX2 = null;

          // Sync inputs
          document.getElementById("xLabelInput").value = xLabel;
          document.getElementById("xUnitInput").value = xUnit;
          document.getElementById("yLabelInput").value = yLabel;
          document.getElementById("yUnitInput").value = yUnit;
          document.getElementById("fit-type-selector").value = fitType;
          
          initPresets(); // Redraw preset buttons
          renderTableRows();
          updateTableHeaderLabels();
          updateTogglesAndControls();
          drawGraph();
          updateCalculationsAndAlerts();
        });
        container.appendChild(btn);
      });
    }

    // Input event handlers for axes labels & units
    document.getElementById("yLabelInput").addEventListener("input", (e) => {
      yLabel = e.target.value;
      updateTableHeaderLabels();
      drawGraph();
      updateCalculationsAndAlerts();
    });
    document.getElementById("yUnitInput").addEventListener("input", (e) => {
      yUnit = e.target.value;
      updateTableHeaderLabels();
      drawGraph();
      updateCalculationsAndAlerts();
    });
    document.getElementById("xLabelInput").addEventListener("input", (e) => {
      xLabel = e.target.value;
      updateTableHeaderLabels();
      drawGraph();
      updateCalculationsAndAlerts();
    });
    document.getElementById("xUnitInput").addEventListener("input", (e) => {
      xUnit = e.target.value;
      updateTableHeaderLabels();
      drawGraph();
      updateCalculationsAndAlerts();
    });

    // Boxes per division listeners
    document.getElementById("btn-density-10").addEventListener("click", () => {
      boxesPerDivision = 10;
      updateTogglesAndControls();
      drawGraph();
    });
    document.getElementById("btn-density-5").addEventListener("click", () => {
      boxesPerDivision = 5;
      updateTogglesAndControls();
      drawGraph();
    });

    // Origin lock listener
    document.getElementById("toggle-origin").addEventListener("click", () => {
      forceOrigin = !forceOrigin;
      triangleX1 = null; // Reset triangle ranges to match new scale bounds
      triangleX2 = null;
      updateTogglesAndControls();
      drawGraph();
      updateCalculationsAndAlerts();
    });

    // Coordinates show/hide listener
    document.getElementById("toggle-coords").addEventListener("click", () => {
      showCoordinates = !showCoordinates;
      updateTogglesAndControls();
      drawGraph();
    });

    // Fit Type selector listener
    document.getElementById("fit-type-selector").addEventListener("change", (e) => {
      fitType = e.target.value;
      tangentPoint = null;
      drawGraph();
      updateCalculationsAndAlerts();
    });

    // Paper color listeners
    document.getElementById("btn-paper-green").addEventListener("click", () => {
      paperColor = "green";
      document.getElementById("btn-paper-green").className = "w-4 h-4 rounded-full bg-emerald-600 border border-white scale-12 class px-1 bg-transparent py-1 cursor-pointer";
      document.getElementById("btn-paper-blue").className = "w-4 h-4 rounded-full bg-blue-600 border border-transparent";
      document.getElementById("btn-paper-grey").className = "w-4 h-4 rounded-full bg-zinc-600 border border-transparent";
      drawGraph();
    });
    document.getElementById("btn-paper-blue").addEventListener("click", () => {
      paperColor = "blue";
      document.getElementById("btn-paper-blue").className = "w-4 h-4 rounded-full bg-blue-600 border border-white scale-125";
      document.getElementById("btn-paper-green").className = "w-4 h-4 rounded-full bg-emerald-600 border border-transparent";
      document.getElementById("btn-paper-grey").className = "w-4 h-4 rounded-full bg-zinc-600 border border-transparent";
      drawGraph();
    });
    document.getElementById("btn-paper-grey").addEventListener("click", () => {
      paperColor = "grey";
      document.getElementById("btn-paper-grey").className = "w-4 h-4 rounded-full bg-zinc-600 border border-white scale-125";
      document.getElementById("btn-paper-green").className = "w-4 h-4 rounded-full bg-emerald-600 border border-transparent";
      document.getElementById("btn-paper-blue").className = "w-4 h-4 rounded-full bg-blue-600 border border-transparent";
      drawGraph();
    });

    // Row Insertion and reset buttons
    document.getElementById("btn-add-row").addEventListener("click", () => {
      let nextX = 0;
      let nextY = 0;
      if (dataPoints.length > 0) {
        const last = dataPoints[dataPoints.length - 1];
        const secondLast = dataPoints[dataPoints.length - 2];
        const lastX = parseFloat(last.x);
        const lastY = parseFloat(last.y);
        const secondLastX = secondLast ? parseFloat(secondLast.x) : NaN;
        const secondLastY = secondLast ? parseFloat(secondLast.y) : NaN;

        const diffX = (!isNaN(secondLastX) && !isNaN(lastX)) ? (lastX - secondLastX) : 1;
        const diffY = (!isNaN(secondLastY) && !isNaN(lastY)) ? (lastY - secondLastY) : 1;

        nextX = !isNaN(lastX) ? parseFloat((lastX + diffX).toFixed(2)) : 0;
        nextY = !isNaN(lastY) ? parseFloat((lastY + diffY).toFixed(2)) : 0;
      }
      dataPoints.push({ x: nextX.toString(), y: nextY.toString() });
      renderTableRows();
      drawGraph();
      updateCalculationsAndAlerts();
    });

    function clearAllData() {
      dataPoints = [{ x: "", y: "" }, { x: "", y: "" }];
      tangentPoint = null;
      triangleX1 = null;
      triangleX2 = null;
    }

    // Toggle gradient triangle visibility
    function toggleGradientTriangleAction() {
      showGradientTriangle = !showGradientTriangle;
      const statusLabel = document.getElementById("triangle-status-label");
      if (showGradientTriangle) {
        statusLabel.innerText = "ON";
        statusLabel.className = "text-emerald-400 font-black";
      } else {
        statusLabel.innerText = "OFF";
        statusLabel.className = "text-yellow-300";
      }
      drawGraph();
      updateCalculationsAndAlerts();
    }

    document.getElementById("btn-toggle-triangle").addEventListener("click", (e) => {
      e.stopPropagation();
      toggleGradientTriangleAction();
    });

    document.getElementById("gradient-panel").addEventListener("click", () => {
      toggleGradientTriangleAction();
    });

    document.getElementById("btn-reset").addEventListener("click", () => {
      clearAllData();
      renderTableRows();
      drawGraph();
      updateCalculationsAndAlerts();
    });

    // Export Canvas Image Download
    function handleExportPNG() {
      const imageURI = canvas.toDataURL("image/png");
      const link = document.createElement("a");
      // Format uses standard characters to ensure cross-OS filename compatibility
      link.download = `The graph of ${yLabel || 'Y'} against ${xLabel || 'X'}.png`;
      link.href = imageURI;
      document.body.appendChild(link);
      link.click();
      document.body.removeChild(link);
    }
    
    document.getElementById("btn-export").addEventListener("click", handleExportPNG);

    // --- CANVAS INTERACTION: INTERACTIVE TOUCH/CLICK & DRAGGING VERTICES ---
    
    // Check if user is clicking close to a vertex
    function getDistanceToX(clickX, targetX, xScaleInfo, rect) {
      const dims = getGraphDimensions(rect.width, rect.height);
      const paddingLeft = dims.paddingLeft;
      const graphWidth = dims.graphWidth;
      
      const targetPct = (targetX - xScaleInfo.min) / (xScaleInfo.max - xScaleInfo.min);
      const targetPixelX = paddingLeft + targetPct * graphWidth;
      return Math.abs(clickX - targetPixelX);
    }

    canvas.addEventListener("mousedown", (e) => {
      const points = getValidPoints();
      if (points.length < 2 || !showGradientTriangle) return;

      const xs = points.map(p => p.x);
      const minX = Math.min(...xs, 0);
      const maxX = Math.max(...xs, GRID_X_BLOCKS);
      const xScaleInfo = calculateEvenScale(minX, maxX, GRID_X_BLOCKS, forceOrigin);

      const rect = canvas.getBoundingClientRect();
      const clickX = e.clientX - rect.left;

      const d1 = getDistanceToX(clickX, triangleX1, xScaleInfo, rect);
      const d2 = getDistanceToX(clickX, triangleX2, xScaleInfo, rect);

      // If within 15 pixels of either vertex, register drag
      if (d1 < 15 && d1 < d2) {
        activeDragPoint = 'x1';
      } else if (d2 < 15) {
        activeDragPoint = 'x2';
      }
    });

    canvas.addEventListener("mousemove", (e) => {
      const rect = canvas.getBoundingClientRect();
      const currX = e.clientX - rect.left;
      
      const dims = getGraphDimensions(rect.width, rect.height);
      const paddingLeft = dims.paddingLeft;
      const graphWidth = dims.graphWidth;
      
      const pct = (currX - paddingLeft) / graphWidth;

      const points = getValidPoints();
      const xs = points.map(p => p.x);
      const minX = Math.min(...xs, 0);
      const maxX = Math.max(...xs, GRID_X_BLOCKS);
      const xScaleInfo = calculateEvenScale(minX, maxX, GRID_X_BLOCKS, forceOrigin);

      // Handle dragging
      if (activeDragPoint && pct >= 0 && pct <= 1) {
        const realX = xScaleInfo.min + pct * (xScaleInfo.max - xScaleInfo.min);
        if (activeDragPoint === 'x1') {
          triangleX1 = realX;
        } else {
          triangleX2 = realX;
        }
        drawGraph();
        updateCalculationsAndAlerts();
        return;
      }

      // Handle hover cursor updates
      if (showGradientTriangle) {
        const d1 = getDistanceToX(currX, triangleX1, xScaleInfo, rect);
        const d2 = getDistanceToX(currX, triangleX2, xScaleInfo, rect);
        if (d1 < 15 || d2 < 15) {
          canvas.style.cursor = "ew-resize";
        } else {
          canvas.style.cursor = "crosshair";
        }
      } else {
        canvas.style.cursor = "crosshair";
      }

      // Default hover coordinate popup logic
      if (pct >= 0 && pct <= 1) {
        const realX = xScaleInfo.min + pct * (xScaleInfo.max - xScaleInfo.min);
        const model = getActiveModel(points);
        if (hoverDiv) {
          hoverDiv.classList.remove("hidden");
          if (model) {
            const realY = model.f(realX);
            hoverDiv.innerHTML = `X: ${realX.toFixed(3)}<br />Y: ${realY.toFixed(3)}`;
          } else {
            hoverDiv.innerHTML = `X: ${realX.toFixed(3)}`;
          }
        }
      } else {
        if (hoverDiv) {
          hoverDiv.classList.add("hidden");
        }
      }
    });

    window.addEventListener("mouseup", () => {
      activeDragPoint = null;
    });

    // Touch support for mobile devices
    canvas.addEventListener("touchstart", (e) => {
      if (e.touches.length === 0) return;
      const touch = e.touches[0];
      const points = getValidPoints();
      if (points.length < 2 || !showGradientTriangle) return;

      const xs = points.map(p => p.x);
      const minX = Math.min(...xs, 0);
      const maxX = Math.max(...xs, GRID_X_BLOCKS);
      const xScaleInfo = calculateEvenScale(minX, maxX, GRID_X_BLOCKS, forceOrigin);

      const rect = canvas.getBoundingClientRect();
      const clickX = touch.clientX - rect.left;

      const d1 = getDistanceToX(clickX, triangleX1, xScaleInfo, rect);
      const d2 = getDistanceToX(clickX, triangleX2, xScaleInfo, rect);

      if (d1 < 25 && d1 < d2) {
        activeDragPoint = 'x1';
      } else if (d2 < 25) {
        activeDragPoint = 'x2';
      }
    });

    canvas.addEventListener("touchmove", (e) => {
      if (e.touches.length === 0 || !activeDragPoint) return;
      const touch = e.touches[0];
      const rect = canvas.getBoundingClientRect();
      const currX = touch.clientX - rect.left;
      
      const dims = getGraphDimensions(rect.width, rect.height);
      const paddingLeft = dims.paddingLeft;
      const graphWidth = dims.graphWidth;
      
      const pct = (currX - paddingLeft) / graphWidth;

      const points = getValidPoints();
      const xs = points.map(p => p.x);
      const minX = Math.min(...xs, 0);
      const maxX = Math.max(...xs, GRID_X_BLOCKS);
      const xScaleInfo = calculateEvenScale(minX, maxX, GRID_X_BLOCKS, forceOrigin);

      if (pct >= 0 && pct <= 1) {
        const realX = xScaleInfo.min + pct * (xScaleInfo.max - xScaleInfo.min);
        if (activeDragPoint === 'x1') {
          triangleX1 = realX;
        } else {
          triangleX2 = realX;
        }
        drawGraph();
        updateCalculationsAndAlerts();
      }
    });

    canvas.addEventListener("touchend", () => {
      activeDragPoint = null;
    });

    // Single click tangent point placement fallback
    canvas.addEventListener("click", (e) => {
      if (showGradientTriangle) return; // ignore if active triangle is showing

      const rect = canvas.getBoundingClientRect();
      const clickX = e.clientX - rect.left;
      
      const dims = getGraphDimensions(rect.width, rect.height);
      const paddingLeft = dims.paddingLeft;
      const graphWidth = dims.graphWidth;
      
      const pct = (clickX - paddingLeft) / graphWidth;
      
      if (pct >= 0 && pct <= 1) {
        const points = getValidPoints();
        const xs = points.map(p => p.x);
        const minX = Math.min(...xs, 0);
        const maxX = Math.max(...xs, GRID_X_BLOCKS);
        const xScaleInfo = calculateEvenScale(minX, maxX, GRID_X_BLOCKS, forceOrigin);
        const targetX = xScaleInfo.min + pct * (xScaleInfo.max - xScaleInfo.min);
        tangentPoint = { x: targetX };
        drawGraph();
        updateCalculationsAndAlerts();
      }
    });

    canvas.addEventListener("mouseleave", () => {
      if (hoverDiv) {
        hoverDiv.classList.add("hidden");
      }
    });

    window.addEventListener("resize", () => {
      drawGraph();
    });

    // --- INITIALIZATION ---
    window.onload = function() {
      // Synchronize input fields
      document.getElementById("xLabelInput").value = xLabel;
      document.getElementById("xUnitInput").value = xUnit;
      document.getElementById("yLabelInput").value = yLabel;
      document.getElementById("yUnitInput").value = yUnit;
      document.getElementById("fit-type-selector").value = fitType;

      initPresets();
      renderTableRows();
      updateTableHeaderLabels();
      updateTogglesAndControls();
      drawGraph();
      updateCalculationsAndAlerts();
    };
  </script>
</body>
</html>