{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "532cf3c8-0a8f-49c6-99a0-9e956ec0275d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import matplotlib.ticker as ticker\n",
    "\n",
    "# 1. Data Construction\n",
    "data = []\n",
    "\n",
    "# --- 1. MINING ---\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Stone\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.248})\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Stone\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 2.664})\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Sand & Clay\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.308})\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Sand & Clay\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 2.934})\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Aggregated Mining\", \"Database\": \"UK MRIO\", \"Value\": 0.837})\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Aggregated Mining\", \"Database\": \"SWC MRIO\", \"Value\": 0.718})\n",
    "data.append({\"Group\": \"Mining\", \"Sector\": \"Aggregated Mining\", \"Database\": \"ADB MRIO\", \"Value\": 0.215})\n",
    "\n",
    "# --- 2. WOOD ---\n",
    "wood_val = {\"UK MRIO\": 0.469, \"SWC MRIO\": 0.560, \"ADB MRIO\": 0.588, \"EXIOBASE (PxP)\": 0.610, \"EXIOBASE (IxI)\": 0.664}\n",
    "for db, val in wood_val.items():\n",
    "    data.append({\"Group\": \"Wood\", \"Sector\": \"Wood Products\", \"Database\": db, \"Value\": val})\n",
    "\n",
    "# --- 3. CEMENT, CONCRETE & MASONRY ---\n",
    "group_cement = \"Cement, Concrete\\n& Masonry\"\n",
    "data.append({\"Group\": group_cement, \"Sector\": \"Cement, Lime & Plaster\", \"Database\": \"UK MRIO\", \"Value\": 2.153})\n",
    "data.append({\"Group\": group_cement, \"Sector\": \"Cement, Lime & Plaster\", \"Database\": \"SWC MRIO\", \"Value\": 1.460})\n",
    "data.append({\"Group\": group_cement, \"Sector\": \"Cement, Lime & Plaster\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 1.156})\n",
    "data.append({\"Group\": group_cement, \"Sector\": \"Cement, Lime & Plaster\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 1.219})\n",
    "data.append({\"Group\": group_cement, \"Sector\": \"Bricks & Tiles\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.709})\n",
    "data.append({\"Group\": group_cement, \"Sector\": \"Bricks & Tiles\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 0.718})\n",
    "\n",
    "# --- 4. GLASS/CERAMICS ---\n",
    "data.append({\"Group\": \"Glass/Ceramics\", \"Sector\": \"Glass\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.425})\n",
    "data.append({\"Group\": \"Glass/Ceramics\", \"Sector\": \"Glass\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 0.428})\n",
    "data.append({\"Group\": \"Glass/Ceramics\", \"Sector\": \"Ceramics\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.668})\n",
    "data.append({\"Group\": \"Glass/Ceramics\", \"Sector\": \"Ceramics\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 0.737})\n",
    "data.append({\"Group\": \"Glass/Ceramics\", \"Sector\": \"Aggregated Glass, Ceramics & Stone\", \"Database\": \"UK MRIO\", \"Value\": 1.763})\n",
    "data.append({\"Group\": \"Glass/Ceramics\", \"Sector\": \"Aggregated Glass, Ceramics & Stone\", \"Database\": \"SWC MRIO\", \"Value\": 0.942})\n",
    "\n",
    "# --- 5. METALS ---\n",
    "fab_val = {\"UK MRIO\": 0.696, \"SWC MRIO\": 0.656, \"EXIOBASE (PxP)\": 0.236, \"EXIOBASE (IxI)\": 0.234}\n",
    "for db, val in fab_val.items():\n",
    "    data.append({\"Group\": \"Metals\", \"Sector\": \"Fabricated Metals\", \"Database\": db, \"Value\": val})\n",
    "data.append({\"Group\": \"Metals\", \"Sector\": \"Aggregated Basic & Fab. Metals\", \"Database\": \"ADB MRIO\", \"Value\": 0.419})\n",
    "\n",
    "# --- 6. OTHER MINERALS ---\n",
    "data.append({\"Group\": \"Other Minerals\", \"Sector\": \"Other Non-Metallic Minerals\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.585})\n",
    "data.append({\"Group\": \"Other Minerals\", \"Sector\": \"Other Non-Metallic Minerals\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 0.874})\n",
    "data.append({\"Group\": \"Other Minerals\", \"Sector\": \"Aggregated Other Minerals\", \"Database\": \"ADB MRIO\", \"Value\": 0.732})\n",
    "data.append({\"Group\": \"Other Minerals\", \"Sector\": \"Aggregated Other Minerals\", \"Database\": \"UK MRIO\", \"Value\": 0.703887008})\n",
    "data.append({\"Group\": \"Other Minerals\", \"Sector\": \"Aggregated Other Minerals\", \"Database\": \"SWC MRIO\", \"Value\": 0.528749807})\n",
    "\n",
    "# --- 7. CONSTRUCTION ---\n",
    "data.append({\"Group\": \"Construction\", \"Sector\": \"Buildings\", \"Database\": \"UK MRIO\", \"Value\": 0.280})\n",
    "data.append({\"Group\": \"Construction\", \"Sector\": \"Civil Engineering\", \"Database\": \"UK MRIO\", \"Value\": 0.326})\n",
    "data.append({\"Group\": \"Construction\", \"Sector\": \"Specialized Works\", \"Database\": \"UK MRIO\", \"Value\": 0.273})\n",
    "const_val = {\"SWC MRIO\": 0.370, \"ADB MRIO\": 0.200, \"EXIOBASE (PxP)\": 0.222, \"EXIOBASE (IxI)\": 0.219}\n",
    "for db, val in const_val.items():\n",
    "    data.append({\"Group\": \"Construction\", \"Sector\": \"General Construction\", \"Database\": db, \"Value\": val})\n",
    "\n",
    "# --- 8. SERVICES (UPDATED with Aggregated Sector) ---\n",
    "data.append({\"Group\": \"Services\", \"Sector\": \"Arch. & Engineering\", \"Database\": \"UK MRIO\", \"Value\": 0.190})\n",
    "data.append({\"Group\": \"Services\", \"Sector\": \"Arch. & Engineering\", \"Database\": \"SWC MRIO\", \"Value\": 0.208})\n",
    "data.append({\"Group\": \"Services\", \"Sector\": \"Aggregated Services\", \"Database\": \"EXIOBASE (PxP)\", \"Value\": 0.169})\n",
    "data.append({\"Group\": \"Services\", \"Sector\": \"Aggregated Services\", \"Database\": \"EXIOBASE (IxI)\", \"Value\": 0.176})\n",
    "data.append({\"Group\": \"Services\", \"Sector\": \"Aggregated Services\", \"Database\": \"ADB MRIO\", \"Value\": 0.103})\n",
    "\n",
    "df = pd.DataFrame(data)\n",
    "\n",
    "# Define Logic Order\n",
    "group_order = [\"Mining\", \"Wood\", group_cement, \"Glass/Ceramics\", \"Metals\", \"Other Minerals\", \"Construction\", \"Services\"]\n",
    "\n",
    "# Internal sector names for sorting\n",
    "sector_order = [\n",
    "    # Mining\n",
    "    \"Stone\", \"Sand & Clay\", \"Aggregated Mining\",\n",
    "    # Wood\n",
    "    \"Wood Products\",\n",
    "    # Cement\n",
    "    \"Cement, Lime & Plaster\", \"Bricks & Tiles\",\n",
    "    # Glass\n",
    "    \"Glass\", \"Ceramics\", \"Aggregated Glass, Ceramics & Stone\",\n",
    "    # Metals\n",
    "    \"Fabricated Metals\", \"Aggregated Basic & Fab. Metals\",\n",
    "    # Other Minerals\n",
    "    \"Other Non-Metallic Minerals\", \"Aggregated Other Minerals\",\n",
    "    # Construction\n",
    "    \"Buildings\", \"Civil Engineering\", \"Specialized Works\", \"General Construction\",\n",
    "    # Services\n",
    "    \"Arch. & Engineering\", \"Aggregated Services\"\n",
    "]\n",
    "\n",
    "# Map internal names to Display names (\"Aggregated Sector\")\n",
    "display_map = {\n",
    "    \"Aggregated Mining\": \"Aggregated Sector\",\n",
    "    \"Aggregated Glass, Ceramics & Stone\": \"Aggregated Sector\",\n",
    "    \"Aggregated Basic & Fab. Metals\": \"Aggregated Sector\",\n",
    "    \"Aggregated Other Minerals\": \"Aggregated Sector\",\n",
    "    \"Aggregated Services\": \"Aggregated Sector\"\n",
    "}\n",
    "for s in sector_order:\n",
    "    if s not in display_map:\n",
    "        display_map[s] = s\n",
    "\n",
    "# Plot Setup\n",
    "y_map = {}\n",
    "y_counter = 0\n",
    "current_group = None\n",
    "y_labels = []\n",
    "y_ticks = []\n",
    "\n",
    "for sector in reversed(sector_order): # Bottom to Top\n",
    "    # Get group\n",
    "    grp = df[df['Sector'] == sector]['Group'].iloc[0]\n",
    "    \n",
    "    if current_group is not None and grp != current_group:\n",
    "        y_counter += 0.8 # Gap\n",
    "        \n",
    "    y_map[sector] = y_counter\n",
    "    y_ticks.append(y_counter)\n",
    "    y_labels.append(display_map[sector])\n",
    "    \n",
    "    y_counter += 1\n",
    "    current_group = grp\n",
    "\n",
    "df['Y'] = df['Sector'].map(y_map)\n",
    "\n",
    "# PLOTTING\n",
    "plt.figure(figsize=(15, 14))\n",
    "sns.set_theme(style=\"white\")\n",
    "\n",
    "# Range Lines\n",
    "stats = df.groupby('Sector')['Value'].agg(['min', 'max'])\n",
    "for sector, row in stats.iterrows():\n",
    "    y = y_map[sector]\n",
    "    plt.hlines(y=y, xmin=row['min'], xmax=row['max'], color='gray', alpha=0.3, linewidth=4, zorder=1)\n",
    "\n",
    "# Horizontal Guidelines\n",
    "for y in y_map.values():\n",
    "    plt.axhline(y=y, color='gray', linewidth=0.5, linestyle=':', alpha=0.3, zorder=0)\n",
    "\n",
    "# Scatter\n",
    "sns.scatterplot(\n",
    "    data=df, x=\"Value\", y=\"Y\", hue=\"Database\", style=\"Database\", \n",
    "    s=150, palette=\"deep\", markers=[\"o\", \"X\", \"s\", \"D\", \"^\"], zorder=10\n",
    ")\n",
    "\n",
    "# Dividers\n",
    "y_values = sorted(list(y_map.values()))\n",
    "for i in range(len(y_values)-1):\n",
    "    diff = y_values[i+1] - y_values[i]\n",
    "    if diff > 1.0: # Gap\n",
    "        mid = (y_values[i] + y_values[i+1]) / 2\n",
    "        plt.axhline(y=mid, color='black', linewidth=1, linestyle='-', alpha=1.0)\n",
    "\n",
    "# Right Labels (Category Names)\n",
    "for grp in group_order:\n",
    "    subset = df[df['Group'] == grp]\n",
    "    if subset.empty: continue\n",
    "    sectors = subset['Sector'].unique()\n",
    "    ys = [y_map[s] for s in sectors]\n",
    "    center_y = sum(ys) / len(ys)\n",
    "    \n",
    "    plt.text(x=1.02, y=center_y, s=grp, fontsize=13, fontweight='normal', color='black', \n",
    "             rotation=0, ha='left', va='center', transform=plt.gca().get_yaxis_transform())\n",
    "\n",
    "# Headers/Titles (Rotated 90 degrees, Centered on Y-axis)\n",
    "\n",
    "# 1. \"Sector\" Title (Left Side)\n",
    "plt.text(x=-0.25, y=0.5, s=\"Sector\", fontsize=16, fontweight='bold', \n",
    "         rotation=90, ha='center', va='center', transform=plt.gca().transAxes)\n",
    "\n",
    "# 2. \"Category\" Title (Right Side)\n",
    "plt.text(x=1.20, y=0.5, s=\"Category\", fontsize=16, fontweight='bold', \n",
    "         rotation=90, ha='center', va='center', transform=plt.gca().transAxes)\n",
    "\n",
    "# Grid & Axis\n",
    "plt.gca().xaxis.set_major_locator(ticker.MultipleLocator(0.5))\n",
    "plt.gca().xaxis.set_minor_locator(ticker.MultipleLocator(0.25))\n",
    "plt.grid(True, which='major', axis='x', linestyle='--', alpha=0.5)\n",
    "# FIX: Clearer Minor Grids\n",
    "plt.grid(True, which='minor', axis='x', linestyle=':', alpha=0.6)\n",
    "\n",
    "# Y ticks\n",
    "plt.yticks(ticks=y_ticks, labels=y_labels, fontsize=12) \n",
    "\n",
    "# X Label\n",
    "plt.xlabel(r\"Carbon Footprint (kgCO$_2$e/£)\", fontsize=16, weight='bold', labelpad=10)\n",
    "plt.xticks(fontsize=12)\n",
    "plt.ylabel(\"\") \n",
    "plt.title(\"\")\n",
    "\n",
    "# Axis Hugging\n",
    "plt.xlim(0, 3)\n",
    "plt.margins(x=0)\n",
    "\n",
    "# Legend - FIX: Spacing\n",
    "plt.legend(bbox_to_anchor=(0.5, -0.09), loc='upper center', borderaxespad=0., title=\"Database\", frameon=False, ncol=3, fontsize=12, title_fontsize=13)\n",
    "\n",
    "# Adjust Margins\n",
    "plt.subplots_adjust(left=0.20, right=0.78, bottom=0.18)\n",
    "\n",
    "\n",
    "base_path = r'C:\\Users\\asbj20\\OneDrive - University of Bath\\Desktop\\CF_Comparison'\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.savefig(base_path + '.svg', format='svg', bbox_inches='tight')\n",
    "plt.savefig(base_path + '.png', dpi=600, bbox_inches='tight')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61430da8-166b-449d-9e24-c79d3fefd74b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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