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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Zen Garden Design Analysis\n",
    "\n",
    "## 1. Scrape\n",
    "\n",
    "To collect our design data, we scrape csszengarden.com for design screenshots and associated styles. With over 200 designs, this should give us a good training set on how apply different styles and techniques."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting scrape of 221 designs...\n",
      "\n",
      "Processing batch 1 (5 designs)...\n",
      "001: Response status: 200\n",
      "002: Response status: 200\n",
      "003: Response status: 200\n",
      "004: Response status: 200\n",
      "005: Response status: 200\n",
      "Successfully scraped design 001\n",
      "Successfully scraped design 002\n",
      "Successfully scraped design 003\n",
      "Successfully scraped design 004\n",
      "Successfully scraped design 005\n",
      "\n",
      "Processing batch 2 (5 designs)...\n",
      "006: Response status: 200\n",
      "007: Response status: 200\n",
      "008: Response status: 200\n",
      "009: Response status: 200\n",
      "010: Response status: 200\n",
      "Successfully scraped design 006\n",
      "Successfully scraped design 007\n",
      "Successfully scraped design 008\n",
      "Successfully scraped design 009\n",
      "Successfully scraped design 010\n",
      "\n",
      "Processing batch 3 (5 designs)...\n",
      "011: Response status: 200\n",
      "012: Response status: 200\n",
      "013: Response status: 200\n",
      "014: Response status: 200\n",
      "015: Response status: 200\n",
      "Successfully scraped design 011\n",
      "Successfully scraped design 012\n",
      "Successfully scraped design 013\n",
      "Successfully scraped design 014\n",
      "Successfully scraped design 015\n",
      "\n",
      "Processing batch 4 (5 designs)...\n",
      "016: Response status: 200\n",
      "017: Response status: 200\n",
      "018: Response status: 200\n",
      "019: Response status: 200\n",
      "020: Response status: 200\n",
      "Successfully scraped design 016\n",
      "Successfully scraped design 017\n",
      "Successfully scraped design 018\n",
      "Successfully scraped design 019\n",
      "Successfully scraped design 020\n",
      "\n",
      "Processing batch 5 (5 designs)...\n",
      "021: Response status: 200\n",
      "022: Response status: 200\n",
      "023: Response status: 200\n",
      "024: Response status: 200\n",
      "025: Response status: 200\n",
      "Successfully scraped design 021\n",
      "Successfully scraped design 022\n",
      "Successfully scraped design 023\n",
      "Successfully scraped design 024\n",
      "Successfully scraped design 025\n",
      "\n",
      "Processing batch 6 (5 designs)...\n",
      "026: Response status: 200\n",
      "027: Response status: 200\n",
      "028: Response status: 200\n",
      "029: Response status: 200\n",
      "030: Response status: 200\n",
      "Successfully scraped design 026\n",
      "Successfully scraped design 027\n",
      "Successfully scraped design 028\n",
      "Successfully scraped design 029\n",
      "Successfully scraped design 030\n",
      "\n",
      "Processing batch 7 (5 designs)...\n",
      "031: Response status: 200\n",
      "032: Response status: 200\n",
      "033: Response status: 200\n",
      "034: Response status: 200\n",
      "035: Response status: 200\n",
      "Successfully scraped design 031\n",
      "Successfully scraped design 032\n",
      "Successfully scraped design 033\n",
      "Successfully scraped design 034\n",
      "Successfully scraped design 035\n",
      "\n",
      "Processing batch 8 (5 designs)...\n",
      "036: Response status: 200\n",
      "037: Response status: 200\n",
      "038: Response status: 200\n",
      "039: Response status: 200\n",
      "040: Response status: 200\n",
      "Successfully scraped design 036\n",
      "Successfully scraped design 037\n",
      "Successfully scraped design 038\n",
      "Successfully scraped design 039\n",
      "Successfully scraped design 040\n",
      "\n",
      "Processing batch 9 (5 designs)...\n",
      "041: Response status: 200\n",
      "042: Response status: 200\n",
      "043: Response status: 200\n",
      "044: Response status: 200\n",
      "045: Response status: 200\n",
      "Successfully scraped design 041\n",
      "Successfully scraped design 042\n",
      "Successfully scraped design 043\n",
      "Successfully scraped design 044\n",
      "Successfully scraped design 045\n",
      "\n",
      "Processing batch 10 (5 designs)...\n",
      "046: Response status: 200\n",
      "047: Response status: 200\n",
      "048: Response status: 200\n",
      "049: Response status: 200\n",
      "050: Response status: 200\n",
      "Successfully scraped design 046\n",
      "Successfully scraped design 047\n",
      "Successfully scraped design 048\n",
      "Successfully scraped design 049\n",
      "Successfully scraped design 050\n",
      "\n",
      "Processing batch 11 (5 designs)...\n",
      "051: Response status: 200\n",
      "052: Response status: 200\n",
      "053: Response status: 200\n",
      "054: Response status: 200\n",
      "055: Response status: 200\n",
      "Successfully scraped design 051\n",
      "Successfully scraped design 052\n",
      "Successfully scraped design 053\n",
      "Successfully scraped design 054\n",
      "Successfully scraped design 055\n",
      "\n",
      "Processing batch 12 (5 designs)...\n",
      "056: Response status: 200\n",
      "057: Response status: 200\n",
      "058: Response status: 200\n",
      "059: Response status: 200\n",
      "060: Response status: 200\n",
      "Successfully scraped design 056\n",
      "Successfully scraped design 057\n",
      "Successfully scraped design 058\n",
      "Successfully scraped design 059\n",
      "Successfully scraped design 060\n",
      "\n",
      "Processing batch 13 (5 designs)...\n",
      "061: Response status: 200\n",
      "062: Response status: 200\n",
      "063: Response status: 200\n",
      "064: Response status: 200\n",
      "065: Response status: 200\n",
      "Successfully scraped design 061\n",
      "Successfully scraped design 062\n",
      "Successfully scraped design 063\n",
      "Successfully scraped design 064\n",
      "Successfully scraped design 065\n",
      "\n",
      "Processing batch 14 (5 designs)...\n",
      "066: Response status: 200\n",
      "067: Response status: 200\n",
      "068: Response status: 200\n",
      "069: Response status: 200\n",
      "070: Response status: 200\n",
      "Successfully scraped design 066\n",
      "Successfully scraped design 067\n",
      "Successfully scraped design 068\n",
      "Successfully scraped design 069\n",
      "Successfully scraped design 070\n",
      "\n",
      "Processing batch 15 (5 designs)...\n",
      "071: Response status: 200\n",
      "072: Response status: 200\n",
      "073: Response status: 200\n",
      "074: Response status: 200\n",
      "075: Response status: 200\n",
      "Successfully scraped design 071\n",
      "Successfully scraped design 072\n",
      "Successfully scraped design 073\n",
      "Successfully scraped design 074\n",
      "Successfully scraped design 075\n",
      "\n",
      "Processing batch 16 (5 designs)...\n",
      "076: Response status: 200\n",
      "077: Response status: 200\n",
      "078: Response status: 200\n",
      "079: Response status: 200\n",
      "080: Response status: 200\n",
      "Successfully scraped design 076\n",
      "Successfully scraped design 077\n",
      "Successfully scraped design 078\n",
      "Successfully scraped design 079\n",
      "Successfully scraped design 080\n",
      "\n",
      "Processing batch 17 (5 designs)...\n",
      "081: Response status: 200\n",
      "082: Response status: 200\n",
      "083: Response status: 200\n",
      "084: Response status: 200\n",
      "085: Response status: 200\n",
      "Successfully scraped design 081\n",
      "Successfully scraped design 082\n",
      "Successfully scraped design 083\n",
      "Successfully scraped design 084\n",
      "Successfully scraped design 085\n",
      "\n",
      "Processing batch 18 (5 designs)...\n",
      "086: Response status: 200\n",
      "087: Response status: 200\n",
      "088: Response status: 200\n",
      "089: Response status: 200\n",
      "090: Response status: 200\n",
      "Successfully scraped design 086\n",
      "Successfully scraped design 087\n",
      "Successfully scraped design 088\n",
      "Successfully scraped design 089\n",
      "Successfully scraped design 090\n",
      "\n",
      "Processing batch 19 (5 designs)...\n",
      "091: Response status: 200\n",
      "092: Response status: 200\n",
      "093: Response status: 200\n",
      "094: Response status: 200\n",
      "095: Response status: 200\n",
      "Successfully scraped design 091\n",
      "Successfully scraped design 092\n",
      "Successfully scraped design 093\n",
      "Successfully scraped design 094\n",
      "Successfully scraped design 095\n",
      "\n",
      "Processing batch 20 (5 designs)...\n",
      "096: Response status: 200\n",
      "097: Response status: 200\n",
      "098: Response status: 200\n",
      "099: Response status: 200\n",
      "100: Response status: 200\n",
      "Successfully scraped design 096\n",
      "Successfully scraped design 097\n",
      "Successfully scraped design 098\n",
      "Successfully scraped design 099\n",
      "Successfully scraped design 100\n",
      "\n",
      "Processing batch 21 (5 designs)...\n",
      "101: Response status: 200\n",
      "102: Response status: 200\n",
      "103: Response status: 200\n",
      "104: Response status: 200\n",
      "105: Response status: 200\n",
      "Successfully scraped design 101\n",
      "Successfully scraped design 102\n",
      "Successfully scraped design 103\n",
      "Successfully scraped design 104\n",
      "Successfully scraped design 105\n",
      "\n",
      "Processing batch 22 (5 designs)...\n",
      "106: Response status: 200\n",
      "107: Response status: 200\n",
      "108: Response status: 200\n",
      "109: Response status: 200\n",
      "110: Response status: 200\n",
      "Successfully scraped design 106\n",
      "Successfully scraped design 107\n",
      "Successfully scraped design 108\n",
      "Successfully scraped design 109\n",
      "Successfully scraped design 110\n",
      "\n",
      "Processing batch 23 (5 designs)...\n",
      "111: Response status: 200\n",
      "112: Response status: 200\n",
      "113: Response status: 200\n",
      "114: Response status: 200\n",
      "115: Response status: 200\n",
      "Successfully scraped design 111\n",
      "Successfully scraped design 112\n",
      "Successfully scraped design 113\n",
      "Successfully scraped design 114\n",
      "Successfully scraped design 115\n",
      "\n",
      "Processing batch 24 (5 designs)...\n",
      "116: Response status: 200\n",
      "117: Response status: 200\n",
      "118: Response status: 200\n",
      "119: Response status: 200\n",
      "120: Response status: 200\n",
      "Successfully scraped design 116\n",
      "Successfully scraped design 117\n",
      "Successfully scraped design 118\n",
      "Successfully scraped design 119\n",
      "Successfully scraped design 120\n",
      "\n",
      "Processing batch 25 (5 designs)...\n",
      "121: Response status: 200\n",
      "122: Response status: 200\n",
      "123: Response status: 200\n",
      "124: Response status: 200\n",
      "125: Response status: 200\n",
      "Successfully scraped design 121\n",
      "Successfully scraped design 122\n",
      "Successfully scraped design 123\n",
      "Successfully scraped design 124\n",
      "Successfully scraped design 125\n",
      "\n",
      "Processing batch 26 (5 designs)...\n",
      "126: Response status: 200\n",
      "127: Response status: 200\n",
      "128: Response status: 200\n",
      "129: Response status: 200\n",
      "130: Response status: 200\n",
      "Successfully scraped design 126\n",
      "Successfully scraped design 127\n",
      "Successfully scraped design 128\n",
      "Successfully scraped design 129\n",
      "Successfully scraped design 130\n",
      "\n",
      "Processing batch 27 (5 designs)...\n",
      "131: Response status: 200\n",
      "132: Response status: 200\n",
      "133: Response status: 200\n",
      "134: Response status: 200\n",
      "135: Response status: 200\n",
      "Successfully scraped design 131\n",
      "Successfully scraped design 132\n",
      "Successfully scraped design 133\n",
      "Successfully scraped design 134\n",
      "Successfully scraped design 135\n",
      "\n",
      "Processing batch 28 (5 designs)...\n",
      "136: Response status: 200\n",
      "137: Response status: 200\n",
      "138: Response status: 200\n",
      "139: Response status: 200\n",
      "140: Response status: 200\n",
      "Successfully scraped design 136\n",
      "Successfully scraped design 137\n",
      "Successfully scraped design 138\n",
      "Successfully scraped design 139\n",
      "Successfully scraped design 140\n",
      "\n",
      "Processing batch 29 (5 designs)...\n",
      "141: Response status: 200\n",
      "142: Response status: 200\n",
      "143: Response status: 200\n",
      "144: Response status: 200\n",
      "145: Response status: 200\n",
      "Successfully scraped design 141\n",
      "Successfully scraped design 142\n",
      "Successfully scraped design 143\n",
      "Successfully scraped design 144\n",
      "Successfully scraped design 145\n",
      "\n",
      "Processing batch 30 (5 designs)...\n",
      "146: Response status: 200\n",
      "147: Response status: 200\n",
      "148: Response status: 200\n",
      "149: Response status: 200\n",
      "150: Response status: 200\n",
      "Successfully scraped design 146\n",
      "Successfully scraped design 147\n",
      "Successfully scraped design 148\n",
      "Successfully scraped design 149\n",
      "Successfully scraped design 150\n",
      "\n",
      "Processing batch 31 (5 designs)...\n",
      "151: Response status: 200\n",
      "152: Response status: 200\n",
      "153: Response status: 200\n",
      "154: Response status: 200\n",
      "155: Response status: 200\n",
      "Successfully scraped design 151\n",
      "Successfully scraped design 152\n",
      "Successfully scraped design 153\n",
      "Successfully scraped design 154\n",
      "Successfully scraped design 155\n",
      "\n",
      "Processing batch 32 (5 designs)...\n",
      "156: Response status: 200\n",
      "157: Response status: 200\n",
      "158: Response status: 200\n",
      "159: Response status: 200\n",
      "160: Response status: 200\n",
      "Successfully scraped design 156\n",
      "Successfully scraped design 157\n",
      "Successfully scraped design 158\n",
      "Successfully scraped design 159\n",
      "Successfully scraped design 160\n",
      "\n",
      "Processing batch 33 (5 designs)...\n",
      "161: Response status: 200\n",
      "162: Response status: 200\n",
      "163: Response status: 200\n",
      "164: Response status: 200\n",
      "165: Response status: 200\n",
      "Successfully scraped design 161\n",
      "Successfully scraped design 162\n",
      "Successfully scraped design 163\n",
      "Successfully scraped design 164\n",
      "Successfully scraped design 165\n",
      "\n",
      "Processing batch 34 (5 designs)...\n",
      "166: Response status: 200\n",
      "167: Response status: 200\n",
      "168: Response status: 200\n",
      "169: Response status: 200\n",
      "170: Response status: 200\n",
      "Successfully scraped design 166\n",
      "Successfully scraped design 167\n",
      "Successfully scraped design 168\n",
      "Successfully scraped design 169\n",
      "Successfully scraped design 170\n",
      "\n",
      "Processing batch 35 (5 designs)...\n",
      "171: Response status: 200\n",
      "172: Response status: 200\n",
      "173: Response status: 200\n",
      "174: Response status: 200\n",
      "175: Response status: 200\n",
      "Successfully scraped design 171\n",
      "Successfully scraped design 172\n",
      "Successfully scraped design 173\n",
      "Successfully scraped design 174\n",
      "Successfully scraped design 175\n",
      "\n",
      "Processing batch 36 (5 designs)...\n",
      "176: Response status: 200\n",
      "177: Response status: 200\n",
      "178: Response status: 200\n",
      "179: Response status: 200\n",
      "180: Response status: 200\n",
      "Successfully scraped design 176\n",
      "Successfully scraped design 177\n",
      "Successfully scraped design 178\n",
      "Successfully scraped design 179\n",
      "Successfully scraped design 180\n",
      "\n",
      "Processing batch 37 (5 designs)...\n",
      "181: Response status: 200\n",
      "182: Response status: 200\n",
      "183: Response status: 200\n",
      "184: Response status: 200\n",
      "185: Response status: 200\n",
      "Successfully scraped design 181\n",
      "Successfully scraped design 182\n",
      "Successfully scraped design 183\n",
      "Successfully scraped design 184\n",
      "Successfully scraped design 185\n",
      "\n",
      "Processing batch 38 (5 designs)...\n",
      "186: Response status: 200\n",
      "187: Response status: 200\n",
      "188: Response status: 200\n",
      "189: Response status: 200\n",
      "190: Response status: 200\n",
      "Successfully scraped design 186\n",
      "Successfully scraped design 187\n",
      "Successfully scraped design 188\n",
      "Successfully scraped design 189\n",
      "Successfully scraped design 190\n",
      "\n",
      "Processing batch 39 (5 designs)...\n",
      "191: Response status: 200\n",
      "192: Response status: 200\n",
      "193: Response status: 200\n",
      "194: Response status: 200\n",
      "195: Response status: 200\n",
      "Successfully scraped design 191\n",
      "Successfully scraped design 192\n",
      "Successfully scraped design 193\n",
      "Successfully scraped design 194\n",
      "Successfully scraped design 195\n",
      "\n",
      "Processing batch 40 (5 designs)...\n",
      "196: Response status: 200\n",
      "197: Response status: 200\n",
      "198: Response status: 200\n",
      "199: Response status: 200\n",
      "200: Response status: 200\n",
      "Successfully scraped design 196\n",
      "Successfully scraped design 197\n",
      "Successfully scraped design 198\n",
      "Successfully scraped design 199\n",
      "Successfully scraped design 200\n",
      "\n",
      "Processing batch 41 (5 designs)...\n",
      "201: Response status: 200\n",
      "202: Response status: 200\n",
      "203: Response status: 200\n",
      "204: Response status: 200\n",
      "205: Response status: 200\n",
      "Successfully scraped design 201\n",
      "Successfully scraped design 202\n",
      "Successfully scraped design 203\n",
      "Successfully scraped design 204\n",
      "Successfully scraped design 205\n",
      "\n",
      "Processing batch 42 (5 designs)...\n",
      "206: Response status: 200\n",
      "207: Response status: 200\n",
      "208: Response status: 200\n",
      "209: Response status: 200\n",
      "210: Response status: 200\n",
      "Successfully scraped design 206\n",
      "Successfully scraped design 207\n",
      "Successfully scraped design 208\n",
      "Successfully scraped design 209\n",
      "Successfully scraped design 210\n",
      "\n",
      "Processing batch 43 (5 designs)...\n",
      "211: Response status: 200\n",
      "212: Response status: 200\n",
      "213: Response status: 200\n",
      "214: Response status: 200\n",
      "215: Response status: 200\n",
      "Successfully scraped design 211\n",
      "Successfully scraped design 212\n",
      "Successfully scraped design 213\n",
      "Successfully scraped design 214\n",
      "Successfully scraped design 215\n",
      "\n",
      "Processing batch 44 (5 designs)...\n",
      "216: Response status: 200\n",
      "217: Response status: 200\n",
      "218: Response status: 200\n",
      "219: Response status: 200\n",
      "220: Response status: 200\n",
      "Successfully scraped design 216\n",
      "Successfully scraped design 217\n",
      "Successfully scraped design 218\n",
      "Successfully scraped design 219\n",
      "Successfully scraped design 220\n",
      "\n",
      "Processing batch 45 (1 designs)...\n",
      "221: Response status: 200\n",
      "Successfully scraped design 221\n",
      "\n",
      "Scraping complete:\n",
      "Successful: 221\n",
      "Failed: 0\n",
      "Total: 221\n"
     ]
    }
   ],
   "source": [
    "from data_collection.scraper import scrape_design\n",
    "import asyncio\n",
    "\n",
    "async def test_scraper(ids, batch_size=5):\n",
    "    \"\"\"\n",
    "    Asynchronously scrape designs in batches to avoid overwhelming resources.\n",
    "    \n",
    "    Args:\n",
    "        ids (list): List of design IDs to scrape\n",
    "        batch_size (int): Number of designs to process concurrently\n",
    "    \"\"\"\n",
    "    print(f\"Starting scrape of {len(ids)} designs...\")\n",
    "    \n",
    "    successful = 0\n",
    "    failed = 0\n",
    "    \n",
    "    # Process in batches\n",
    "    for i in range(0, len(ids), batch_size):\n",
    "        batch = ids[i:i + batch_size]\n",
    "        print(f\"\\nProcessing batch {i//batch_size + 1} ({len(batch)} designs)...\")\n",
    "        \n",
    "        # Create tasks for current batch\n",
    "        tasks = [scrape_design(design_id) for design_id in batch]\n",
    "        \n",
    "        # Run batch tasks concurrently\n",
    "        results = await asyncio.gather(*tasks, return_exceptions=True)\n",
    "        \n",
    "        # Process batch results\n",
    "        for design_id, result in zip(batch, results):\n",
    "            if isinstance(result, Exception):\n",
    "                print(f\"Error scraping design {design_id}: {str(result)}\")\n",
    "                failed += 1\n",
    "            else:\n",
    "                print(f\"Successfully scraped design {design_id}\")\n",
    "                successful += 1\n",
    "        \n",
    "        # Optional: Add delay between batches\n",
    "        # await asyncio.sleep(1)\n",
    "    \n",
    "    print(f\"\\nScraping complete:\")\n",
    "    print(f\"Successful: {successful}\")\n",
    "    print(f\"Failed: {failed}\")\n",
    "    print(f\"Total: {len(ids)}\")\n",
    "\n",
    "# Example usage with batch processing:\n",
    "test_set = [f\"{i:03d}\" for i in range(1, 222)]\n",
    "await test_scraper(test_set, batch_size=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now for a valuable additional step, we can extract the name of the title and its author from the CSS comments. This helps us give credit to the creative people whose work we are using and appreciating."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 221 designs to check\n",
      "Skipping design 135 - already attributed\n",
      "Skipping design 132 - already attributed\n",
      "Skipping design 104 - already attributed\n",
      "Skipping design 103 - already attributed\n",
      "Skipping design 168 - already attributed\n",
      "Skipping design 157 - already attributed\n",
      "Skipping design 150 - already attributed\n",
      "Skipping design 159 - already attributed\n",
      "Skipping design 166 - already attributed\n",
      "Skipping design 192 - already attributed\n",
      "Skipping design 195 - already attributed\n",
      "Skipping design 161 - already attributed\n",
      "Skipping design 102 - already attributed\n",
      "Skipping design 105 - already attributed\n",
      "Skipping design 133 - already attributed\n",
      "Skipping design 134 - already attributed\n",
      "Skipping design 160 - already attributed\n",
      "Skipping design 194 - already attributed\n",
      "Skipping design 158 - already attributed\n",
      "Skipping design 193 - already attributed\n",
      "Skipping design 167 - already attributed\n",
      "Skipping design 151 - already attributed\n",
      "Skipping design 169 - already attributed\n",
      "Skipping design 156 - already attributed\n",
      "Skipping design 024 - already attributed\n",
      "Skipping design 216 - already attributed\n",
      "Skipping design 211 - already attributed\n",
      "Skipping design 023 - already attributed\n",
      "Skipping design 015 - already attributed\n",
      "Skipping design 218 - already attributed\n",
      "Skipping design 012 - already attributed\n",
      "Skipping design 220 - already attributed\n",
      "Skipping design 079 - already attributed\n",
      "Skipping design 046 - already attributed\n",
      "Skipping design 041 - already attributed\n",
      "Skipping design 048 - already attributed\n",
      "Skipping design 077 - already attributed\n",
      "Skipping design 083 - already attributed\n",
      "Skipping design 084 - already attributed\n",
      "Skipping design 070 - already attributed\n",
      "Skipping design 221 - already attributed\n",
      "Skipping design 013 - already attributed\n",
      "Skipping design 014 - already attributed\n",
      "Skipping design 219 - already attributed\n",
      "Skipping design 022 - already attributed\n",
      "Skipping design 210 - already attributed\n",
      "Skipping design 217 - already attributed\n",
      "Skipping design 025 - already attributed\n",
      "Skipping design 071 - already attributed\n",
      "Skipping design 085 - already attributed\n",
      "Skipping design 049 - already attributed\n",
      "Skipping design 082 - already attributed\n",
      "Skipping design 076 - already attributed\n",
      "Skipping design 040 - already attributed\n",
      "Skipping design 078 - already attributed\n",
      "Skipping design 047 - already attributed\n",
      "Skipping design 065 - already attributed\n",
      "Skipping design 091 - already attributed\n",
      "Skipping design 096 - already attributed\n",
      "Skipping design 062 - already attributed\n",
      "Skipping design 054 - already attributed\n",
      "Skipping design 053 - already attributed\n",
      "Skipping design 098 - already attributed\n",
      "Skipping design 038 - already attributed\n",
      "Skipping design 007 - already attributed\n",
      "Skipping design 009 - already attributed\n",
      "Skipping design 204 - already attributed\n",
      "Skipping design 036 - already attributed\n",
      "Skipping design 031 - already attributed\n",
      "Skipping design 203 - already attributed\n",
      "Skipping design 052 - already attributed\n",
      "Skipping design 099 - already attributed\n",
      "Skipping design 055 - already attributed\n",
      "Skipping design 063 - already attributed\n",
      "Skipping design 097 - already attributed\n",
      "Successfully attributed design 090\n",
      "Title: Untitled\n",
      "Author: Ray Henry\n",
      "\n",
      "Skipping design 064 - already attributed\n",
      "Skipping design 202 - already attributed\n",
      "Skipping design 030 - already attributed\n",
      "Skipping design 008 - already attributed\n",
      "Skipping design 037 - already attributed\n",
      "Skipping design 205 - already attributed\n",
      "Skipping design 001 - already attributed\n",
      "Skipping design 039 - already attributed\n",
      "Skipping design 006 - already attributed\n",
      "Skipping design 174 - already attributed\n",
      "Skipping design 180 - already attributed\n",
      "Skipping design 187 - already attributed\n",
      "Skipping design 173 - already attributed\n",
      "Skipping design 145 - already attributed\n",
      "Skipping design 142 - already attributed\n",
      "Skipping design 189 - already attributed\n",
      "Skipping design 129 - already attributed\n",
      "Skipping design 116 - already attributed\n",
      "Skipping design 111 - already attributed\n",
      "Skipping design 118 - already attributed\n",
      "Skipping design 127 - already attributed\n",
      "Skipping design 120 - already attributed\n",
      "Skipping design 143 - already attributed\n",
      "Skipping design 188 - already attributed\n",
      "Skipping design 144 - already attributed\n",
      "Skipping design 172 - already attributed\n",
      "Skipping design 186 - already attributed\n",
      "Skipping design 181 - already attributed\n",
      "Skipping design 175 - already attributed\n",
      "Skipping design 121 - already attributed\n",
      "Skipping design 119 - already attributed\n",
      "Skipping design 126 - already attributed\n",
      "Skipping design 110 - already attributed\n",
      "Skipping design 128 - already attributed\n",
      "Skipping design 117 - already attributed\n",
      "Skipping design 198 - already attributed\n",
      "Skipping design 153 - already attributed\n",
      "Skipping design 154 - already attributed\n",
      "Successfully attributed design 196\n",
      "Title: Elegance in Simplicity\n",
      "Author: Mani Sheriar\n",
      "\n",
      "Successfully attributed design 162\n",
      "Title: Angelus\n",
      "Author: Vladimir Lukic\n",
      "\n",
      "Successfully attributed design 165\n",
      "Title: Red Paper\n",
      "Author: Rob Soule\n",
      "\n",
      "Successfully attributed design 191\n",
      "Title: The Diary\n",
      "Author: Alexander Shabuniewicz\n",
      "\n",
      "Successfully attributed design 131\n",
      "Title: Type Thing\n",
      "Author: Michal Mokrzycki\n",
      "\n",
      "Successfully attributed design 136\n",
      "Title: The Final Ending\n",
      "Author: Ray Henry\n",
      "\n",
      "Successfully attributed design 109\n",
      "Title: Pneuma\n",
      "Author: Adam Polselli\n",
      "\n",
      "Successfully attributed design 100\n",
      "Title: 15 Petals\n",
      "Author: Eric Meyer and Dave Shea\n",
      "\n",
      "Successfully attributed design 107\n",
      "Title: Defiance\n",
      "Author: Angelo Paralos\n",
      "\n",
      "Successfully attributed design 138\n",
      "Title: Cube Garden\n",
      "Author: Masanori Kawachi\n",
      "\n",
      "Successfully attributed design 190\n",
      "Title: Lonely Flower\n",
      "Author: Mitja Ribic\n",
      "\n",
      "Skipping design 164 - already attributed\n",
      "Successfully attributed design 163\n",
      "Title: Like the Sea\n",
      "Author: Lars Daum\n",
      "\n",
      "Successfully attributed design 197\n",
      "Title: Floral Touch\n",
      "Author: Jadas Jimmy\n",
      "\n",
      "Successfully attributed design 155\n",
      "Title: Butterfly Effect\n",
      "Author: Alen Grakalic\n",
      "\n",
      "Successfully attributed design 199\n",
      "Title: Zen Army\n",
      "Author: Carl Desmond\n",
      "\n",
      "Successfully attributed design 152\n",
      "Title: Subway Dream\n",
      "Author: Pablo Caro\n",
      "\n",
      "Skipping design 106 - already attributed\n",
      "Successfully attributed design 139\n",
      "Title: Neat & Tidy\n",
      "Author: Oli Dale\n",
      "\n",
      "Successfully attributed design 101\n",
      "Title: punkass\n",
      "Author: Mikhel Proulx\n",
      "\n",
      "Successfully attributed design 137\n",
      "Title: DJ Style\n",
      "Author: Ramon Bispo\n",
      "\n",
      "Successfully attributed design 108\n",
      "Title: 404 Not Found\n",
      "Author: None\n",
      "\n",
      "Successfully attributed design 130\n",
      "Title: Pseudo-Sahara\n",
      "Author: John Barrick\n",
      "\n",
      "Successfully attributed design 089\n",
      "Title: Dark Industrial\n",
      "Author: Ray Henry\n",
      "\n",
      "Successfully attributed design 042\n",
      "Title: Stone Washed\n",
      "Author: Andrew Hayward\n",
      "\n",
      "Successfully attributed design 045\n",
      "Title: I Dream in Colour\n",
      "Author: Jeff Bilen\n",
      "\n",
      "Successfully attributed design 087\n",
      "Title: Maya\n",
      "Author: Bernd Willenberg\n",
      "\n",
      "Skipping design 073 - already attributed\n",
      "Successfully attributed design 074\n",
      "Title: Egyptian Dawn\n",
      "Author: James Abbott\n",
      "\n",
      "Successfully attributed design 080\n",
      "Title: Zen Pool\n",
      "Author: Clinton Barth\n",
      "\n",
      "Successfully attributed design 020\n",
      "Title: Friendly Beaches\n",
      "Author: Sophie G\n",
      "\n",
      "Successfully attributed design 212\n",
      "Title: Make 'em Proud!\n",
      "Author: Michael McAghon and Scotty Reifsnyder\n",
      "\n",
      "Successfully attributed design 215\n",
      "Title: A Robot Named Jimmy\n",
      "Author: meltmedia\n",
      "\n",
      "Successfully attributed design 027\n",
      "Title: Gothica\n",
      "Author: Patrick H. Lauke aka redux\n",
      "\n",
      "Successfully attributed design 018\n",
      "Title: Wrapped in Burlap\n",
      "Author: John Simons\n",
      "\n",
      "Successfully attributed design 011\n",
      "Title: css Zen Garden submission 011 - 'meliorism' by Brett J. Gilbert - www.paragraphic.co.uk\n",
      "Author: Brett J. Gilbert\n",
      "\n",
      "Successfully attributed design 016\n",
      "Title: The Garden Beneath\n",
      "Author: Minz Meyer\n",
      "\n",
      "Successfully attributed design 029\n",
      "Title: Backyard\n",
      "Author: Ray Henry\n",
      "\n",
      "Successfully attributed design 081\n",
      "Title: seashore\n",
      "Author: Christine Kirchmeier\n",
      "\n",
      "Successfully attributed design 075\n",
      "Title: Lost HighWay\n",
      "Author: Julien Roumagnac\n",
      "\n",
      "Successfully attributed design 072\n",
      "Title: Outburst\n",
      "Author: Chris Vincent\n",
      "\n",
      "Successfully attributed design 086\n",
      "Title: RedFrog\n",
      "Author: Bernd Willenberg\n",
      "\n",
      "Successfully attributed design 044\n",
      "Title: si6\n",
      "Author: Shaun Inman\n",
      "\n",
      "Successfully attributed design 088\n",
      "Title: Tulipe\n",
      "Author: Eric Sheperd\n",
      "\n",
      "Successfully attributed design 043\n",
      "Title: Burning\n",
      "Author: Kevin & Ethel Davis\n",
      "\n",
      "Successfully attributed design 017\n",
      "Title: Golden Mean\n",
      "Author: Douglas Bowman\n",
      "\n",
      "Successfully attributed design 028\n",
      "Title: Atlantis\n",
      "Author: Kevin Davis\n",
      "\n",
      "Successfully attributed design 010\n",
      "Title: A Garden Apart\n",
      "Author: Dan Cederholm, http://www.simplebits.com/\n",
      "\n",
      "Successfully attributed design 026\n",
      "Title: Zunflower\n",
      "Author: Radu Darvas\n",
      "\n",
      "Successfully attributed design 214\n",
      "Title: Verde Moderna\n",
      "Author: Dave Shea\n",
      "\n",
      "Successfully attributed design 019\n",
      "Title: What Lies Beneath\n",
      "Author: Michael Pick\n",
      "\n",
      "Successfully attributed design 213\n",
      "Title: Under the Sea\n",
      "Author: Eric Stoltz\n",
      "\n",
      "Successfully attributed design 021\n",
      "Title: Calm & Smooth\n",
      "Author: Cornelia Lange\n",
      "\n",
      "Successfully attributed design 003\n",
      "Title: Stormweather\n",
      "Author: Dave Shea\n",
      "\n",
      "Successfully attributed design 209\n",
      "Title: css Zen Garden submission - 'CSS Co., Ltd.'\n",
      "Author: Benjamin Klemm\n",
      "\n",
      "Successfully attributed design 004\n",
      "Title: css Zen Garden submission 004 - 'arch4.20'\n",
      "Author: Dave Shea\n",
      "\n",
      "Successfully attributed design 200\n",
      "Title: Icicle Outback\n",
      "Author: Timo Virtanen\n",
      "\n",
      "Successfully attributed design 032\n",
      "Title: Crab Apple\n",
      "Author: Jai Brinkofski\n",
      "\n",
      "Successfully attributed design 035\n",
      "Title: Release One\n",
      "Author: Didier Hilhorst\n",
      "\n",
      "Successfully attributed design 207\n",
      "Title: Kyoto Forest\n",
      "Author: John Politowski\n",
      "\n",
      "Successfully attributed design 095\n",
      "Title: Corporate ZenWorks\n",
      "Author: Derek Hansen\n",
      "\n",
      "Successfully attributed design 061\n",
      "Title: Sky\n",
      "Author: Stefan Petre\n",
      "\n",
      "Successfully attributed design 066\n",
      "Title: Focus & Shoot\n",
      "Author: Colectivo YTW (Julio Beamonte, Beatriz Martinez, Gustavo Gavan, Franck Scipion)\n",
      "\n",
      "Successfully attributed design 092\n",
      "Title: Port of Call\n",
      "Author: Jessica Dunn\n",
      "\n",
      "Successfully attributed design 059\n",
      "Title: Dune Temple\n",
      "Author: Greg Reimer\n",
      "\n",
      "Successfully attributed design 050\n",
      "Title: First Summary\n",
      "Author: Cornelia Lange\n",
      "\n",
      "Successfully attributed design 057\n",
      "Title: This is Cereal\n",
      "Author: Shaun Inman\n",
      "\n",
      "Successfully attributed design 068\n",
      "Title: Ballade\n",
      "Author: Charlotte Lambert\n",
      "\n",
      "Successfully attributed design 206\n",
      "Title: A Walk in the Garden\n",
      "Author: Simon Van Hauwermeiren\n",
      "\n",
      "Successfully attributed design 034\n",
      "Title: zengrounds\n",
      "Author: Andrea Piernock\n",
      "\n",
      "Successfully attributed design 033\n",
      "Title: Fleur-de-lys\n",
      "Author: Claire Campbell\n",
      "\n",
      "Successfully attributed design 201\n",
      "Title: Lily Pond\n",
      "Author: Rose Thorogood\n",
      "\n",
      "Successfully attributed design 208\n",
      "Title: Sakura\n",
      "Author: Tatsuya Uchida\n",
      "\n",
      "Successfully attributed design 005\n",
      "Title: css Zen Garden submission 005 - 'Blood Lust'\n",
      "Author: Dave Shea\n",
      "\n",
      "Successfully attributed design 002\n",
      "Title: Salmon Cream Cheese\n",
      "Author: Dave Shea\n",
      "\n",
      "Successfully attributed design 056\n",
      "Title: Zen Garden Internal Layout\n",
      "Author: Dave Shea\n",
      "\n",
      "Successfully attributed design 069\n",
      "Title: Bonsai Sky\n",
      "Author: Mike Davidson\n",
      "\n",
      "Successfully attributed design 051\n",
      "Title: Commercial Drive\n",
      "Author: Wendy Foster\n",
      "\n",
      "Successfully attributed design 093\n",
      "Title: South of the Border\n",
      "Author: Rob Shields\n",
      "\n",
      "Successfully attributed design 067\n",
      "Title: A Silent Strength\n",
      "Author: Ray Henry\n",
      "\n",
      "Successfully attributed design 058\n",
      "Title: Radio Zen\n",
      "Author: Marc LA van den Heuvel\n",
      "\n",
      "Successfully attributed design 060\n",
      "Title: Extreme Limits\n",
      "Author: Richard Chatfield\n",
      "\n",
      "Successfully attributed design 094\n",
      "Title: Deco\n",
      "Author: Marc Trudel\n",
      "\n",
      "Successfully attributed design 112\n",
      "Title: Mountain Resort\n",
      "Author: Jordi Romkema\n",
      "\n",
      "Successfully attributed design 115\n",
      "Title: Burnt Offering\n",
      "Author: Jonny Blair\n",
      "\n",
      "Successfully attributed design 123\n",
      "Title: 'Skyroots'\n",
      "Author: Axel Hebenstreit\n",
      "\n",
      "Successfully attributed design 124\n",
      "Title: Teatime\n",
      "Author: Michaela Maria Sampl\n",
      "\n",
      "Successfully attributed design 184\n",
      "Title: Peace of Mind\n",
      "Author: Carlos Varela\n",
      "\n",
      "Successfully attributed design 170\n",
      "Title: Love is in the Air\n",
      "Author: Nele Goetz\n",
      "\n",
      "Successfully attributed design 177\n",
      "Title: Zen City Morning\n",
      "Author: Ray Henry\n",
      "\n",
      "Successfully attributed design 183\n",
      "Title: 404 Not Found\n",
      "Author: None\n",
      "\n",
      "Successfully attributed design 148\n",
      "Title: Museum\n",
      "Author: Samuel Marin\n",
      "\n",
      "Successfully attributed design 141\n",
      "Title: Golden Cut\n",
      "Author: Petr Stanciek\n",
      "\n",
      "Successfully attributed design 146\n",
      "Title: Urban\n",
      "Author: Matt, Kim & Nicole\n",
      "\n",
      "Successfully attributed design 179\n",
      "Title: Vin Rouge\n",
      "Author: Thorsten Bopp\n",
      "\n",
      "Successfully attributed design 125\n",
      "Title: Beccah\n",
      "Author: Chris Morrell\n",
      "\n",
      "Successfully attributed design 122\n",
      "Title: Centerfold\n",
      "Author: John Oxton\n",
      "\n",
      "Successfully attributed design 114\n",
      "Title: Salvage Yard\n",
      "Author: Justin Peters\n",
      "\n",
      "Successfully attributed design 113\n",
      "Title: Switch On\n",
      "Author: Michael Fasani\n",
      "\n",
      "Successfully attributed design 147\n",
      "Title: Attitude\n",
      "Author: Stephane Moens\n",
      "\n",
      "Successfully attributed design 178\n",
      "Title: Pinups\n",
      "Author: Emiliano Pennisi\n",
      "\n",
      "Successfully attributed design 140\n",
      "Title: The Hall\n",
      "Author: Michael Simmons\n",
      "\n",
      "Successfully attributed design 182\n",
      "Title: 45 RPM\n",
      "Author: Thomas Michaud\n",
      "\n",
      "Successfully attributed design 176\n",
      "Title: Kelmscott\n",
      "Author: Bronwen Hodgkinson\n",
      "\n",
      "Successfully attributed design 149\n",
      "Title: Uncultivated\n",
      "Author: Mario Carboni\n",
      "\n",
      "Successfully attributed design 171\n",
      "Title: Shaolin Yokobue\n",
      "Author: Javier Cabrera\n",
      "\n",
      "Successfully attributed design 185\n",
      "Title: Manhattan Edition\n",
      "Author: TheOm3ga\n",
      "\n",
      "\n",
      "Attribution complete!\n",
      "Processed: 105\n",
      "Skipped: 116\n",
      "Failed: 0\n",
      "Total: 221\n"
     ]
    }
   ],
   "source": [
    "from data_collection.analyze_designs import attribute_designs\n",
    "await attribute_designs()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Analyze\n",
    "\n",
    "Now, using the screenshots and styles we downloaded, we analyze the design for characteristics that will be useful for retrieval. Our analyzer can perform a basic analysis and a detailed analysis, which will be used to test and illustrate results on the data set later."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from data_collection.analyze_designs import analyze_screenshot\n",
    "from pathlib import Path\n",
    "import asyncio\n",
    "\n",
    "async def test_analyzer(design_ids, batch_size=5, detailed=True, output_path=None):\n",
    "    \"\"\"\n",
    "    Asynchronously analyze designs in batches.\n",
    "    \n",
    "    Args:\n",
    "        design_ids (list): List of design IDs to analyze\n",
    "        batch_size (int): Number of designs to process concurrently\n",
    "        detailed (bool): Whether to use detailed analysis\n",
    "        output_path (Path): Where to save analysis results\n",
    "    \"\"\"\n",
    "    print(f\"Starting analysis of {len(design_ids)} designs...\")\n",
    "    \n",
    "    successful = 0\n",
    "    failed = 0\n",
    "    \n",
    "    # Process in batches\n",
    "    for i in range(0, len(design_ids), batch_size):\n",
    "        batch = design_ids[i:i + batch_size]\n",
    "        print(f\"\\nProcessing batch {i//batch_size + 1} ({len(batch)} designs)...\")\n",
    "        \n",
    "        # Create tasks for current batch\n",
    "        tasks = [\n",
    "            analyze_screenshot(\n",
    "                design_id=design_id,\n",
    "                design_path=Path(f\"scraped_designs/{design_id}\"),\n",
    "                detailed=detailed,\n",
    "                output_path=output_path\n",
    "            ) for design_id in batch\n",
    "        ]\n",
    "        \n",
    "        # Run batch tasks concurrently\n",
    "        results = await asyncio.gather(*tasks, return_exceptions=True)\n",
    "        \n",
    "        # Process batch results\n",
    "        for design_id, result in zip(batch, results):\n",
    "            if isinstance(result, Exception):\n",
    "                print(f\"Error analyzing design {design_id}: {str(result)}\")\n",
    "                failed += 1\n",
    "            elif result[1] is not None:  # Check if analysis was successful\n",
    "                successful += 1\n",
    "                print(f\"\\nAnalysis for design {design_id}:\")\n",
    "                if detailed:\n",
    "                    print(f\"Description: {result[1]}\")  # summary from description object\n",
    "                else:\n",
    "                    print(f\"Description: {result[1]}\")  # direct description string\n",
    "                print(f\"Categories: {', '.join(result[2])}\")\n",
    "                print(f\"Visual Characteristics: {', '.join(result[3])}\")\n",
    "            else:\n",
    "                print(f\"Failed to analyze design {design_id}\")\n",
    "                failed += 1\n",
    "    \n",
    "    print(f\"\\nAnalysis complete:\")\n",
    "    print(f\"Successful: {successful}\")\n",
    "    print(f\"Failed: {failed}\")\n",
    "    print(f\"Total: {len(design_ids)}\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can run the analysis on a range of our choosing."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running detailed analysis...\n",
      "Starting analysis of 199 designs...\n",
      "\n",
      "Processing batch 1 (5 designs)...\n",
      "Analyzing design 001...\n",
      "Analyzing design 002...\n",
      "Analyzing design 003...\n",
      "Analyzing design 004...\n",
      "Analyzing design 005...\n",
      "Successfully analyzed design 004\n",
      "Successfully analyzed design 002\n",
      "Successfully analyzed design 001\n",
      "Successfully analyzed design 005\n",
      "Successfully analyzed design 003\n",
      "\n",
      "Analysis for design 001:\n",
      "Description: A serene web design that combines Eastern aesthetic elements with minimalist layout principles, featuring soft colors and symbolic imagery like lotus flowers and a traditional torii gate.\n",
      "Categories: minimalist, eastern-inspired, elegant, structured, harmonious, zen-aesthetic\n",
      "Visual Characteristics: pastel-palette, symbolic-imagery, balanced-composition, negative-space, typographic-hierarchy, watercolor-effects\n",
      "\n",
      "Analysis for design 002:\n",
      "Description: A serene, minimalist web design featuring a soft peach color palette with an Eastern aesthetic influence, centered around a garden photograph that serves as a focal point.\n",
      "Categories: minimalist, zen-inspired, structured, monochromatic, educational, grid-based\n",
      "Visual Characteristics: soft-peach palette, hierarchical typography, clean whitespace, natural photography, horizontal sectioning, muted contrast\n",
      "\n",
      "Analysis for design 003:\n",
      "Description: A serene, minimalist web design with a blue-gray color scheme featuring a structured layout with photographic elements and clean typography, creating a sense of calm and order.\n",
      "Categories: minimalist, structured, grid-based, photographic, serene, monochromatic\n",
      "Visual Characteristics: blue-gray palette, framed imagery, white space, photographic elements, structured columns, subtle texture\n",
      "\n",
      "Analysis for design 004:\n",
      "Description: A structured web design demonstration page showcasing CSS capabilities with a clean, professional layout and architectural imagery header\n",
      "Categories: functional, minimalist, structured, educational, grid-based, technical\n",
      "Visual Characteristics: blue-teal color scheme, architectural header imagery, hierarchical typography, clear section divisions, sidebar navigation, multi-column layout\n",
      "\n",
      "Analysis for design 005:\n",
      "Description: A deliberately chaotic yet structured web design featuring an experimental aesthetic with bold red washes against a grid background, integrating calligraphic script with technical typography.\n",
      "Categories: experimental, deconstructivist, juxtaposed, high-contrast, calligraphic, grid-based\n",
      "Visual Characteristics: red ink splashes, dotted background grid, multi-column layout, script typography, layered elements, monospaced text\n",
      "\n",
      "Processing batch 2 (5 designs)...\n",
      "Analyzing design 006...\n",
      "Analyzing design 007...\n",
      "Analyzing design 008...\n",
      "Analyzing design 009...\n",
      "Analyzing design 010...\n",
      "Successfully analyzed design 007\n",
      "Successfully analyzed design 006\n",
      "Successfully analyzed design 010\n",
      "Successfully analyzed design 009\n",
      "Successfully analyzed design 008\n",
      "\n",
      "Analysis for design 006:\n",
      "Description: A serene web design that blends natural imagery with structured content, creating a harmonious balance between organic and digital elements\n",
      "Categories: nature-inspired, columnar, structured, educational, minimalist, gradient-based\n",
      "Visual Characteristics: blue-gradient background, green canopy frame, three-column layout, high-contrast typography, color-coded navigation, bordered content areas\n",
      "\n",
      "Analysis for design 007:\n",
      "Description: A minimalist, elegant web design that combines Eastern aesthetic influences with a monochromatic color scheme, creating a serene digital space that emphasizes typographic hierarchy and thoughtful negative space.\n",
      "Categories: minimalist, eastern-inspired, monochromatic, typographic, structured, contemplative\n",
      "Visual Characteristics: vertical-alignment, high-contrast, red-accents, water-imagery, calligraphic-headings, grid-based\n",
      "\n",
      "Analysis for design 008:\n",
      "Description: A bold, high-contrast web design featuring dynamic abstract imagery integrated with structured content blocks. The composition juxtaposes organic, flowing visual elements against rigid information architecture.\n",
      "Categories: dynamic, industrial, high-contrast, grid-based, technical, avant-garde\n",
      "Visual Characteristics: vibrant-red, metallic-textures, angular-forms, fractured-imagery, hierarchical-layout, boxed-content\n",
      "\n",
      "Analysis for design 009:\n",
      "Description: A meticulously structured webpage design that combines elegant minimalism with traditional Eastern aesthetic influences, creating a harmonious balance between ornamental elements and functional typography.\n",
      "Categories: minimalist, traditional, typographic, structured, ornamental, monochromatic\n",
      "Visual Characteristics: decorative borders, centered typography, high contrast, geometric patterns, horizontal dividers, hierarchical spacing\n",
      "\n",
      "Analysis for design 010:\n",
      "Description: A serene, structured webpage design featuring a balanced two-column layout with a nature-inspired header and earthy color palette.\n",
      "Categories: minimalist, nature-inspired, structured, educational, two-column, zen-aesthetic\n",
      "Visual Characteristics: curved header element, natural texture photography, earthy color palette, hierarchical typography, organized content blocks, balanced negative space\n",
      "\n",
      "Processing batch 3 (5 designs)...\n",
      "Analyzing design 011...\n",
      "Analyzing design 012...\n",
      "Analyzing design 013...\n",
      "Analyzing design 014...\n",
      "Analyzing design 015...\n",
      "Error processing design 015: Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'messages.0.content.2.image.source.base64.data: At least one of the image dimensions exceed max allowed size: 8000 pixels'}}\n",
      "Successfully analyzed design 011\n",
      "Successfully analyzed design 014\n",
      "Successfully analyzed design 013\n",
      "Successfully analyzed design 012\n",
      "\n",
      "Analysis for design 011:\n",
      "Description: A serene, nature-inspired web design showcasing an elegant blue botanical illustration against a soft gradient background, creating harmony between content and artistic elements.\n",
      "Categories: minimalist, nature-inspired, elegant, grid-based, monochromatic, harmonious\n",
      "Visual Characteristics: blue-dominant palette, botanical illustration, multi-column layout, gradient header, typographic contrast, balanced white space\n",
      "\n",
      "Analysis for design 012:\n",
      "Description: A dark, tech-inspired interface featuring metallic textures and glowing yellow-gold accents against a charcoal background, structured with a modular panel layout and strong visual hierarchy.\n",
      "Categories: industrial, tech-inspired, modular, high-contrast, metallic, illuminated\n",
      "Visual Characteristics: glowing accents, metallic textures, riveted borders, paneled layout, golden gradients, abstract waves\n",
      "\n",
      "Analysis for design 013:\n",
      "Description: A serene, educational webpage design with organic decorative elements framing a clean, text-focused layout that conveys technical information in an aesthetically pleasing manner.\n",
      "Categories: minimalist, nature-inspired, educational, two-column, organic, zen-aesthetic\n",
      "Visual Characteristics: natural ornamentation, earth-tone palette, asymmetrical balance, decorative dividers, textured borders, botanical elements\n",
      "\n",
      "Analysis for design 014:\n",
      "Description: A zen-inspired web design featuring an earthy, textured aesthetic with a vertical column layout balancing dark backgrounds against light text. The design employs natural imagery and organic textures to create a meditative atmosphere.\n",
      "Categories: textural, grid-based, earthy, zen-inspired, structured, hierarchical\n",
      "Visual Characteristics: organic textures, triadic layout, vertical striping, high contrast typography, natural color palette, sectional divisions\n",
      "Failed to analyze design 015\n",
      "\n",
      "Processing batch 4 (5 designs)...\n",
      "Analyzing design 016...\n",
      "Analyzing design 017...\n",
      "Analyzing design 018...\n",
      "Analyzing design 019...\n",
      "Analyzing design 020...\n",
      "Successfully analyzed design 020\n",
      "Successfully analyzed design 017\n",
      "Error processing design 016: Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'messages.0.content.2.image.source.base64.data: At least one of the image dimensions exceed max allowed size: 8000 pixels'}}\n",
      "Successfully analyzed design 019\n",
      "Successfully analyzed design 018\n",
      "Failed to analyze design 016\n",
      "\n",
      "Analysis for design 017:\n",
      "Description: A meticulously structured web design with a harmonious balance of earthy colors and clear visual hierarchy, showcasing an elegant integration of ornamental headers and functional content areas.\n",
      "Categories: grid-based, organic, hierarchical, textural, classical, informational\n",
      "Visual Characteristics: earthy-palette, decorative-headers, patterned-borders, multi-column-layout, typographic-contrast, textural-backgrounds\n",
      "\n",
      "Analysis for design 018:\n",
      "Description: A zen-inspired web design showcasing textured, earthy aesthetics with a structured layout that balances organic elements against a clean information architecture\n",
      "Categories: textural, earth-toned, minimalist, hierarchical, organic, structured\n",
      "Visual Characteristics: textured headers, muted earth palette, stark tree silhouette, two-column layout, typographic contrast, paper-like textures\n",
      "\n",
      "Analysis for design 019:\n",
      "Description: A dark, atmospheric web design with a Zen-inspired aesthetic that contrasts weathered textures against precise typography and structured content layout.\n",
      "Categories: dark, textural, minimalist, grid-based, atmospheric, high-contrast\n",
      "Visual Characteristics: textured backgrounds, weathered surfaces, columnar layout, stark typography, organic header element, dramatic lighting\n",
      "\n",
      "Analysis for design 020:\n",
      "Description: A serene web design featuring smooth gradients of blue and white with zen-inspired imagery of rocks in water, complemented by a structured content layout with clear typographic hierarchy\n",
      "Categories: minimalist, nature-inspired, structured, tranquil, instructional\n",
      "Visual Characteristics: blue-white gradient, natural imagery, sectioned layout, hierarchical typography, organized information blocks, sidebar navigation\n",
      "\n",
      "Processing batch 5 (5 designs)...\n",
      "Analyzing design 021...\n",
      "Analyzing design 022...\n",
      "Analyzing design 023...\n",
      "Analyzing design 024...\n",
      "Analyzing design 025...\n",
      "Successfully analyzed design 022\n",
      "Successfully analyzed design 024\n",
      "Successfully analyzed design 023\n",
      "Successfully analyzed design 021\n",
      "Successfully analyzed design 025\n",
      "\n",
      "Analysis for design 021:\n",
      "Description: A zen-inspired web design with an elegant blend of minimalist layout and decorative Eastern elements, showcasing CSS styling capabilities in a serene, functional presentation.\n",
      "Categories: minimalist, zen-inspired, elegant, structured, instructional, Eastern-influenced\n",
      "Visual Characteristics: watercolor-style header, calligraphic headings, structured grid layout, neutral color palette, hierarchical navigation, decorative Eastern elements\n",
      "\n",
      "Analysis for design 022:\n",
      "Description: A decorative web design showcasing a teal-based color scheme with intricate border patterns and a structured content layout that mimics traditional Japanese aesthetics in digital form.\n",
      "Categories: monochromatic, ornamental, structured, eastern-inspired, vintage-web, decorative\n",
      "Visual Characteristics: repeating-borders, teal-gradient, botanical-motifs, layered-panels, vertical-navigation, textured-background\n",
      "\n",
      "Analysis for design 023:\n",
      "Description: A web design showcase featuring a large orange gerbera daisy against a blue gradient background, with organized content sections in a three-column layout structure.\n",
      "Categories: grid-based, nature-inspired, minimalist, educational, zen-influenced\n",
      "Visual Characteristics: high-contrast, asymmetrical-balance, gradient-background, organic-digital-fusion, organized-hierarchy, multi-column-layout\n",
      "\n",
      "Analysis for design 024:\n",
      "Description: A clean, minimalist web design with a serene blue header and structured content sections using a harmonious color palette of blues, whites, and soft grays.\n",
      "Categories: minimalist, structured, functional, grid-based, clean, information-oriented\n",
      "Visual Characteristics: gradient header, color blocking, typographic hierarchy, white space, sectioned content, two-column layout\n",
      "\n",
      "Analysis for design 025:\n",
      "Description: A web design gallery interface featuring a bold chartreuse and crimson color scheme with a clean, structured layout that showcases CSS design examples\n",
      "Categories: high-contrast, geometric, modular, instructional, grid-based, web-oriented\n",
      "Visual Characteristics: chartreuse-crimson palette, horizontal banding, squared buttons, multi-column layout, white content area, angular framing\n",
      "\n",
      "Processing batch 6 (5 designs)...\n",
      "Analyzing design 026...\n",
      "Analyzing design 027...\n",
      "Analyzing design 028...\n",
      "Analyzing design 029...\n",
      "Analyzing design 030...\n",
      "Successfully analyzed design 029\n",
      "Successfully analyzed design 026\n",
      "Error processing design 027: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 030\n",
      "Successfully analyzed design 028\n",
      "\n",
      "Analysis for design 026:\n",
      "Description: A structured web design showcasing CSS potential through a zen-inspired aesthetic, combining organic floral imagery with precise typographic organization and a multi-column layout.\n",
      "Categories: minimalist, educational, organic-geometric, structured, asymmetrical, hierarchical\n",
      "Visual Characteristics: multi-column layout, organic imagery, orange-gold accent colors, typographic hierarchy, white negative space, header-based organization\n",
      "Failed to analyze design 027\n",
      "\n",
      "Analysis for design 028:\n",
      "Description: A thoughtfully designed web interface featuring a striking spiral fossil as a focal point against a deep blue-black background, creating an organic-digital harmony with clean typographic information presentation.\n",
      "Categories: organic, minimalist, educational, contemplative, structured, philosophical\n",
      "Visual Characteristics: spiral-focal-point, dark-background, orange-blue-contrast, layered-transparency, structured-typography, natural-digital-fusion\n",
      "\n",
      "Analysis for design 029:\n",
      "Description: A thoughtfully structured web design showcasing a minimalist aesthetic with a delicate balance between functional content and artistic presentation\n",
      "Categories: minimalist, structured, educational, zen-inspired, functional, text-centric\n",
      "Visual Characteristics: multi-column layout, muted color palette, organic header image, clear typographic hierarchy, generous white space, section demarcation\n",
      "\n",
      "Analysis for design 030:\n",
      "Description: A framed web design showcasing an elegant integration of natural motifs and structured typography, arranged within a wooden frame against a rich crimson background.\n",
      "Categories: elegant, traditional, naturalistic, structured, minimalist, framed\n",
      "Visual Characteristics: wooden frame, butterfly illustrations, script typography, vertical layout, cream-and-crimson palette, column structure\n",
      "\n",
      "Processing batch 7 (5 designs)...\n",
      "Analyzing design 031...\n",
      "Analyzing design 032...\n",
      "Analyzing design 033...\n",
      "Analyzing design 034...\n",
      "Analyzing design 035...\n",
      "Successfully analyzed design 031\n",
      "Successfully analyzed design 035\n",
      "Successfully analyzed design 033\n",
      "Successfully analyzed design 032\n",
      "Successfully analyzed design 034\n",
      "\n",
      "Analysis for design 031:\n",
      "Description: A playful, illustrative web design with a cartoonish landscape theme featuring stylized trees, clouds, and interactive elements organized in a vertical layout\n",
      "Categories: whimsical, illustrative, educational, flat-design, colorful, landscape-themed\n",
      "Visual Characteristics: stylized-trees, bright-color-palette, icon-based-navigation, sectioned-layout, geometric-simplification, consistent-motifs\n",
      "\n",
      "Analysis for design 032:\n",
      "Description: A structured educational webpage featuring a clean, organized layout with distinct sections divided by dark green header bars. The design employs a neutral background with an apple graphic serving as a visual anchor.\n",
      "Categories: educational, structured, hierarchical, minimal, utilitarian, information-focused\n",
      "Visual Characteristics: section-based, sidebar-navigation, header-delineation, neutral-palette, icon-accents, text-centric\n",
      "\n",
      "Analysis for design 033:\n",
      "Description: A traditional web design with Eastern philosophical influences featuring a balanced two-column layout with rich burgundy borders and subtle floral imagery. The design embodies a teaching concept through its serene visual structure.\n",
      "Categories: traditional, instructional, minimalist, structured, contemplative, two-column\n",
      "Visual Characteristics: burgundy-borders, floral-motifs, cream-background, hierarchical-typography, framed-sections, decorative-dividers\n",
      "\n",
      "Analysis for design 034:\n",
      "Description: A nostalgic web design showcasing a dark-themed educational interface with golden accents, combining early 2000s aesthetics with structured content organization to demonstrate CSS capabilities.\n",
      "Categories: retro-digital, educational, structured, dark-themed, technical, nostalgic\n",
      "Visual Characteristics: gold-black contrast, sectioned-content, pixel-graphics, decorative-dividers, hierarchical-typography, cartoon-illustration\n",
      "\n",
      "Analysis for design 035:\n",
      "Description: A structured web design showcase featuring a vibrant color-blocked layout that demonstrates CSS styling capabilities through various design themes.\n",
      "Categories: grid-based, modular, minimalist, educational, technical, high-contrast\n",
      "Visual Characteristics: color-blocking, structured-layout, typographic-hierarchy, vibrant-accents, sectional-organization, white-space-management\n",
      "\n",
      "Processing batch 8 (5 designs)...\n",
      "Analyzing design 036...\n",
      "Analyzing design 037...\n",
      "Analyzing design 038...\n",
      "Analyzing design 039...\n",
      "Analyzing design 040...\n",
      "Successfully analyzed design 036\n",
      "Successfully analyzed design 037\n",
      "Successfully analyzed design 038\n",
      "Successfully analyzed design 039\n",
      "Successfully analyzed design 040\n",
      "\n",
      "Analysis for design 036:\n",
      "Description: A clean, structured web design that combines a vibrant natural imagery header with a minimalist content layout to demonstrate CSS design principles\n",
      "Categories: minimalist, structured, nature-inspired, educational, grid-based, hierarchical\n",
      "Visual Characteristics: two-column layout, nature photography, white space, accent colors, typographic hierarchy, sectional dividers\n",
      "\n",
      "Analysis for design 037:\n",
      "Description: A minimalist web design showcase that balances structured grid layout with subtle organic elements, creating a harmonious blend of technical precision and zen-like simplicity.\n",
      "Categories: minimalist, grid-based, functional, organized, zen-inspired, educational\n",
      "Visual Characteristics: horizontal content blocks, muted color palette, sidebar navigation, typographic hierarchy, organic accent elements, structured whitespace\n",
      "\n",
      "Analysis for design 038:\n",
      "Description: A harmonious web design employing a nature-inspired aesthetic with a Zen garden theme, combining organic imagery with structured layout elements to create a serene, educational experience.\n",
      "Categories: minimalist, nature-inspired, educational, structured, zen-aesthetic, harmonious\n",
      "Visual Characteristics: muted-palette, hierarchical-layout, organic-header, structured-typography, vertical-rhythm, negative-space\n",
      "\n",
      "Analysis for design 039:\n",
      "Description: A minimalist web design featuring a calming blue color palette with a grid-based layout that demonstrates principles of CSS-based design through visual clarity and structured content blocks.\n",
      "Categories: minimalist, grid-based, monochromatic, functional, educational, zen-inspired\n",
      "Visual Characteristics: blue gradient backgrounds, two-column layout, section headers, typographic contrast, horizontal banding, subtle grid texture\n",
      "\n",
      "Analysis for design 040:\n",
      "Description: A dark, atmospheric web design with a monochromatic background juxtaposed against structured content panels. The design uses an asymmetrical layout with strong typographic contrast and selective yellow highlighting for navigation elements.\n",
      "Categories: minimalist, high-contrast, grid-based, industrial, monochromatic, brutalist\n",
      "Visual Characteristics: dark-background, textured-surfaces, selective-highlighting, angular-typography, panel-based-layout, asymmetrical-balance\n",
      "\n",
      "Processing batch 9 (5 designs)...\n",
      "Analyzing design 041...\n",
      "Analyzing design 042...\n",
      "Analyzing design 043...\n",
      "Analyzing design 044...\n",
      "Analyzing design 045...\n",
      "Error processing design 042: Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'messages.0.content.2.image.source.base64.data: At least one of the image dimensions exceed max allowed size: 8000 pixels'}}\n",
      "Successfully analyzed design 041\n",
      "Successfully analyzed design 045\n",
      "Successfully analyzed design 044\n",
      "Successfully analyzed design 043\n",
      "\n",
      "Analysis for design 041:\n",
      "Description: A minimalist web design featuring high contrast black and white aesthetics with a textured window background and transparent overlaid menu panels that create visual depth and spatial hierarchy.\n",
      "Categories: minimalist, monochromatic, textural, zen-inspired, transparent, grid-based\n",
      "Visual Characteristics: high-contrast, layered-transparency, textured-background, typographic-hierarchy, negative-space, bracket-motifs\n",
      "Failed to analyze design 042\n",
      "\n",
      "Analysis for design 043:\n",
      "Description: A zen-inspired web design featuring an artistic abstract painting alongside structured textual content, creating a harmonious balance between organic artistry and technical precision.\n",
      "Categories: minimalist, zen-inspired, earthy, structured, artistic, functional\n",
      "Visual Characteristics: abstract-painting, earth-tone-palette, panel-based-layout, typographic-hierarchy, negative-space, vertical-rhythm\n",
      "\n",
      "Analysis for design 044:\n",
      "Description: A minimalist web design featuring a clean, structured layout with a distinctive yellow highlight band and subtle architectural photography as background elements.\n",
      "Categories: minimalist, grid-based, architectural, modernist, technical, asymmetrical\n",
      "Visual Characteristics: high-contrast, selective-color, geometric, negative-space, typographic-hierarchy, monochromatic-with-accent\n",
      "\n",
      "Analysis for design 045:\n",
      "Description: A minimalist web design that blends Eastern-inspired aesthetics with clean, functional layout principles, featuring a subtle lily flower graphic as a decorative element against a predominantly white background.\n",
      "Categories: minimalist, elegant, grid-based, monochromatic, nature-inspired, zen\n",
      "Visual Characteristics: botanical illustration, negative space, typographic hierarchy, column layout, delicate line work, faded imagery\n",
      "\n",
      "Processing batch 10 (5 designs)...\n",
      "Analyzing design 046...\n",
      "Analyzing design 047...\n",
      "Analyzing design 048...\n",
      "Analyzing design 049...\n",
      "Analyzing design 050...\n",
      "Successfully analyzed design 047\n",
      "Successfully analyzed design 046\n",
      "Successfully analyzed design 048\n",
      "Successfully analyzed design 049\n",
      "Successfully analyzed design 050\n",
      "\n",
      "Analysis for design 046:\n",
      "Description: A structured, educational web design showcasing a clean two-column layout with a harmonious color palette of greens, yellows, and neutrals\n",
      "Categories: minimalist, structured, educational, grid-based, functional, zen-inspired\n",
      "Visual Characteristics: green-yellow color scheme, two-column layout, section headers, consistent typography, subtle gradients, natural imagery\n",
      "\n",
      "Analysis for design 047:\n",
      "Description: A minimalist web design showcasing the CSS Zen Garden project with a clean, modern aesthetic combining soft organic shapes with structured information presentation\n",
      "Categories: minimalist, organic, digital-zen, asymmetrical, structured-elegance, web-centric\n",
      "Visual Characteristics: gradient-green-accents, gray-background, hierarchical-typography, barcode-elements, organic-shapes, clean-whitespace\n",
      "\n",
      "Analysis for design 048:\n",
      "Description: A clean, structured web design for a CSS/design educational resource combining floral imagery with an organized information layout\n",
      "Categories: minimalist, educational, nature-inspired, structured, zen-aesthetic, instructional\n",
      "Visual Characteristics: soft-color-palette, floral-imagery, multi-column-layout, clear-typography, balanced-negative-space\n",
      "\n",
      "Analysis for design 049:\n",
      "Description: A minimalist, educational web interface designed with a zen-inspired aesthetic, combining a light color palette with structured information hierarchy and symbolic imagery\n",
      "Categories: minimalist, educational, structured, zen-inspired, technical\n",
      "Visual Characteristics: limited-color-palette, hierarchical-typography, symbolic-imagery, grid-based, high-legibility, negative-space\n",
      "\n",
      "Analysis for design 050:\n",
      "Description: A modular grid-based web design that combines organic imagery with structured layout to showcase the aesthetics of CSS design. The layout uses color blocking and nature photography to create visual interest within a structured framework.\n",
      "Categories: grid-based, modular, organic-geometric, instructional, collage, color-blocked\n",
      "Visual Characteristics: nature photography, columnar layout, color-coding, image mosaic, typographic hierarchy, sidebar navigation\n",
      "\n",
      "Processing batch 11 (5 designs)...\n",
      "Analyzing design 051...\n",
      "Analyzing design 052...\n",
      "Analyzing design 053...\n",
      "Analyzing design 054...\n",
      "Analyzing design 055...\n",
      "Successfully analyzed design 054\n",
      "Successfully analyzed design 052\n",
      "Successfully analyzed design 055\n",
      "Successfully analyzed design 051\n",
      "Successfully analyzed design 053\n",
      "\n",
      "Analysis for design 051:\n",
      "Description: A vibrant web design showcasing a stylized illustration of a figure against a bold color-blocked layout with distinct vertical text columns.\n",
      "Categories: experimental, punk-digital, high-contrast, illustrative, retro-web\n",
      "Visual Characteristics: gradient-background, sectioned-columns, manga-inspired-illustration, color-blocking, bold-typography, vertical-rhythm\n",
      "\n",
      "Analysis for design 052:\n",
      "Description: A tactile, textured web design layout mimicking a physical bulletin board with paper notes and elements pinned onto a kraft paper background, creating an analog feel in digital space.\n",
      "Categories: skeuomorphic, textural, modular, vintage-inspired, collage, hand-crafted\n",
      "Visual Characteristics: kraft-paper background, modular content blocks, contrasting color panels, barcode graphic elements, red stamp accents, layered composition\n",
      "\n",
      "Analysis for design 053:\n",
      "Description: A minimalist, text-heavy web design featuring a structured grid layout with clear content organization and muted color palette, demonstrating CSS-based design principles.\n",
      "Categories: minimalist, grid-based, typographic, functional, instructional\n",
      "Visual Characteristics: multi-column layout, text-dominant, monochromatic, negative space, hierarchical typography\n",
      "\n",
      "Analysis for design 054:\n",
      "Description: A visually dynamic web gallery showcasing CSS design capabilities through a tri-column layout that balances vibrant imagery with structured information presentation\n",
      "Categories: color-blocked, multi-column, instructional, illustrative, playful-professional\n",
      "Visual Characteristics: vibrant color contrast, organic illustrations, structured hierarchy, mixed typography, vertical segmentation, horizontal dividers\n",
      "\n",
      "Analysis for design 055:\n",
      "Description: A structured web design showcasing CSS capabilities through a serene blue and yellow color scheme with a Zen-influenced aesthetic\n",
      "Categories: instructional, grid-based, minimalist, segmented, asymmetrical, technical\n",
      "Visual Characteristics: blue-dominant, contrasting-sidebar, icon-enhanced, multi-column, banner-header, section-based\n",
      "\n",
      "Processing batch 12 (5 designs)...\n",
      "Analyzing design 056...\n",
      "Analyzing design 057...\n",
      "Analyzing design 058...\n",
      "Analyzing design 059...\n",
      "Analyzing design 060...\n",
      "Successfully analyzed design 056\n",
      "Successfully analyzed design 059\n",
      "Successfully analyzed design 060\n",
      "Successfully analyzed design 058\n",
      "Successfully analyzed design 057\n",
      "\n",
      "Analysis for design 056:\n",
      "Description: A minimalist, functional web design with a structured layout focused on content organization and accessibility. The interface employs a restrained color palette of blues, grays, and whites with clear typographic hierarchy.\n",
      "Categories: minimalist, functional, grid-based, technical, instructional, utilitarian\n",
      "Visual Characteristics: blue-gray color scheme, multi-column layout, architectural imagery, segmented content areas, subtle gradients, horizontal separators\n",
      "\n",
      "Analysis for design 057:\n",
      "Description: A clean, text-focused web design using food metaphors and culinary imagery to present coding concepts. The layout resembles a recipe page with elegant typography and subtle food elements.\n",
      "Categories: minimalist, instructional, metaphorical, single-column, typography-focused, zen-inspired\n",
      "Visual Characteristics: food-imagery, burgundy-accents, ample-whitespace, hierarchical-typography, decorative-spoon-element, subtle-texture\n",
      "\n",
      "Analysis for design 058:\n",
      "Description: A nostalgic web design that evokes vintage radio aesthetics through warm colors, retro typography, and radio dial imagery, creating a harmonious blend of digital functionality and analog charm.\n",
      "Categories: retro, nostalgic, analog-inspired, vintage, decorative, warm-toned\n",
      "Visual Characteristics: sepia-toned palette, radio dial interface, script typography, decorative tabs, texture overlay, horizontal segmentation\n",
      "\n",
      "Analysis for design 059:\n",
      "Description: A retro-inspired web design with a distinctive gold-amber monochromatic color scheme and geometric decorative elements that evoke early digital aesthetics\n",
      "Categories: retro, monochromatic, geometric, structured, minimalist, pixel-inspired\n",
      "Visual Characteristics: amber-gold palette, geometric borders, pixel elements, two-column layout, decorative corners, horizontal section dividers\n",
      "\n",
      "Analysis for design 060:\n",
      "Description: A web design showcase featuring dynamic imagery of extreme sports set against mountain backdrops, with a structured layout combining vibrant action photography and organized text content.\n",
      "Categories: retro-web, high-contrast, photographic, structured, modular, panel-based\n",
      "Visual Characteristics: multi-column layout, vertical text banners, action photography, color-coded sections, boxed content areas, dramatic color contrast\n",
      "\n",
      "Processing batch 13 (5 designs)...\n",
      "Analyzing design 061...\n",
      "Analyzing design 062...\n",
      "Analyzing design 063...\n",
      "Analyzing design 064...\n",
      "Analyzing design 065...\n",
      "Successfully analyzed design 064\n",
      "Successfully analyzed design 061\n",
      "Successfully analyzed design 065\n",
      "Successfully analyzed design 062\n",
      "Successfully analyzed design 063\n",
      "\n",
      "Analysis for design 061:\n",
      "Description: A structured web design showcasing a harmonious blend of natural imagery and organized content within a three-column layout, featuring a serene cloud-filled header against deep blue navigation panels.\n",
      "Categories: structured, columnar, nature-inspired, professional, hierarchical, informational\n",
      "Visual Characteristics: three-column layout, natural header imagery, color-blocked sections, circular navigation icons, high text-to-image ratio, contrasting color panels\n",
      "\n",
      "Analysis for design 062:\n",
      "Description: A harmonious juxtaposition of natural imagery and digital structure, featuring a garden aesthetic paired with a multi-column layout that blends nature photography with organized textual content.\n",
      "Categories: nature-inspired, structured, earthy, balanced, textural, contemplative\n",
      "Visual Characteristics: patterned background, photographic elements, multi-column layout, earthy color palette, textural contrast, typographic hierarchy\n",
      "\n",
      "Analysis for design 063:\n",
      "Description: A vibrant, nature-inspired web design featuring a grassy green background with distinctly structured content areas in yellow and dark brown panels.\n",
      "Categories: nature-inspired, textural, organic, high-contrast, thematic, columnar\n",
      "Visual Characteristics: textured-background, yellow-accent-panels, three-column-layout, hierarchical-typography, ornamental-headers, natural-patterning\n",
      "\n",
      "Analysis for design 064:\n",
      "Description: A dark, sophisticated web design featuring a split layout with urban nighttime photography and minimalist navigation against a black background with gold and amber accent text.\n",
      "Categories: minimalist, dark-themed, split-layout, technical-aesthetic, zen-inspired, urban\n",
      "Visual Characteristics: high-contrast, gold-amber accents, night photography, hierarchical typography, dark background, clean spacing\n",
      "\n",
      "Analysis for design 065:\n",
      "Description: A nostalgic web design showcase featuring a soft-colored, sectioned layout that demonstrates CSS styling capabilities through a zen garden concept\n",
      "Categories: nostalgic, instructional, organic, pastel, structured, whimsical\n",
      "Visual Characteristics: rounded-corners, multi-column-layout, flower-motifs, purple-green-palette, sidebar-navigation, gradient-backgrounds\n",
      "\n",
      "Processing batch 14 (5 designs)...\n",
      "Analyzing design 066...\n",
      "Analyzing design 067...\n",
      "Analyzing design 068...\n",
      "Analyzing design 069...\n",
      "Analyzing design 070...\n",
      "Successfully analyzed design 067\n",
      "Successfully analyzed design 068\n",
      "Successfully analyzed design 070\n",
      "Successfully analyzed design 069\n",
      "Successfully analyzed design 066\n",
      "\n",
      "Analysis for design 066:\n",
      "Description: A complex multi-layered web interface that combines photography with a technical grid-based layout and HUD-like elements, creating a blend of digital functionality and artistic documentation\n",
      "Categories: technical, grid-based, layered, documentary, interface-driven, high-contrast\n",
      "Visual Characteristics: target/crosshair overlays, red-white-black color scheme, boxed information panels, technical indicators, framed photography, typography-heavy layout\n",
      "\n",
      "Analysis for design 067:\n",
      "Description: A sophisticated web design featuring a textured sage-green border framing a clean content area with well-structured typography and navigation elements.\n",
      "Categories: minimalist, textural, zen-inspired, organic, structured, earthy\n",
      "Visual Characteristics: textured-borders, two-column-layout, typographic-hierarchy, monochromatic-palette, natural-textures, white-space\n",
      "\n",
      "Analysis for design 068:\n",
      "Description: A zen-inspired web design featuring a natural earth-tone color palette with contrasting black and white elements, organized in a traditional vertical scroll layout with illustrated Japanese garden motifs.\n",
      "Categories: minimalist, nature-inspired, east-asian, structured, high-contrast, illustrative\n",
      "Visual Characteristics: earth-tone palette, brush-stroke illustrations, framed content blocks, ornamental borders, pathway motifs, negative space\n",
      "\n",
      "Analysis for design 069:\n",
      "Description: A serene web design that blends Eastern aesthetic principles with modern web layout techniques, featuring a misty mountain forest backdrop against a structured content area.\n",
      "Categories: minimalist, nature-inspired, atmospheric, zen-aesthetic, translucent, balanced\n",
      "Visual Characteristics: background-image, two-column-layout, semi-transparent-overlay, typographic-hierarchy, nature-photography, icon-integration\n",
      "\n",
      "Analysis for design 070:\n",
      "Description: A contemplative web design featuring Eastern aesthetic influences with a silhouetted meditating figure against a minimalist backdrop, complemented by red floral accents and structured information layout.\n",
      "Categories: minimalist, eastern-inspired, structured, monochromatic, grid-based, decorative\n",
      "Visual Characteristics: silhouetted figure, red floral accents, high contrast, structured typography, boxed sections, vertical text elements\n",
      "\n",
      "Processing batch 15 (5 designs)...\n",
      "Analyzing design 071...\n",
      "Analyzing design 072...\n",
      "Analyzing design 073...\n",
      "Analyzing design 074...\n",
      "Analyzing design 075...\n",
      "Successfully analyzed design 071\n",
      "Successfully analyzed design 072\n",
      "Successfully analyzed design 075\n",
      "Successfully analyzed design 073\n",
      "Successfully analyzed design 074\n",
      "\n",
      "Analysis for design 071:\n",
      "Description: A vibrant web design showcasing a distinct aesthetic that combines retro styling with modern web interface elements, using bold color contrasts and flowing curved shapes.\n",
      "Categories: retro-modern, liquid-design, high-contrast, typographic, sectional, organic-geometric\n",
      "Visual Characteristics: curved-containers, aqua-dominant, bold-typography, flowing-shapes, vertical-hierarchy, nested-elements\n",
      "\n",
      "Analysis for design 072:\n",
      "Description: A vibrant web design featuring a prominent golden rose illustration with radiating rays against a bright orange background, complemented by an organized content layout with clearly defined sections.\n",
      "Categories: artistic, structured, eastern-inspired, illustrative, high-contrast, educational\n",
      "Visual Characteristics: golden-orange palette, radial sunburst pattern, outlined floral illustration, modular content boxes, decorative scroll-work, sectioned information hierarchy\n",
      "\n",
      "Analysis for design 073:\n",
      "Description: A minimalist, atmospheric web design featuring a monochromatic color scheme with dramatic typography and layered visual elements. The composition balances technical structure with zen-inspired aesthetics.\n",
      "Categories: minimalist, monochromatic, atmospheric, structured, zen-inspired, technical\n",
      "Visual Characteristics: high-contrast, backlit-typography, gradient-transitions, reflective-imagery, vertical-hierarchy, negative-space\n",
      "\n",
      "Analysis for design 074:\n",
      "Description: A serene web design featuring warm golden hues and Eastern-influenced imagery, creating a contemplative atmosphere through balanced composition and minimal elements.\n",
      "Categories: minimalist, eastern-inspired, warm-toned, textural, structured, educational\n",
      "Visual Characteristics: golden gradient background, silhouette illustrations, boxed content sections, textural parchment effect, sunrise/sunburst element, hierarchical typography\n",
      "\n",
      "Analysis for design 075:\n",
      "Description: A dark, atmospheric web design featuring a deep red and black color scheme with a structured layout that conveys technical sophistication and artistic discipline.\n",
      "Categories: minimalist, high-contrast, dark-themed, technical, structured, zen-inspired\n",
      "Visual Characteristics: red-black palette, geometric grid, typographic hierarchy, negative space, architectural backdrop, dropdown menus\n",
      "\n",
      "Processing batch 16 (5 designs)...\n",
      "Analyzing design 076...\n",
      "Analyzing design 077...\n",
      "Analyzing design 078...\n",
      "Analyzing design 079...\n",
      "Analyzing design 080...\n",
      "Successfully analyzed design 079\n",
      "Successfully analyzed design 076\n",
      "Error processing design 080: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 077\n",
      "Successfully analyzed design 078\n",
      "\n",
      "Analysis for design 076:\n",
      "Description: A serene, minimalist web design with an Eastern-inspired aesthetic that combines subtle floral background elements with a structured content layout and organized navigation system.\n",
      "Categories: minimalist, functional, nature-inspired, zen, two-column, instructional\n",
      "Visual Characteristics: muted-palette, subtle-background-texture, hierarchical-typography, floral-motifs, section-dividers, semi-transparent-elements\n",
      "\n",
      "Analysis for design 077:\n",
      "Description: A vibrant web design showcasing a gradient-based header with silhouetted figures in motion against a pink-to-purple backdrop, combined with a structured information layout below\n",
      "Categories: gradient-based, two-column, silhouette, early-web, vibrant, zen-inspired\n",
      "Visual Characteristics: purple-pink-gradient, silhouetted-figures, multi-column-layout, hierarchical-typography, centered-header, light-dark-contrast\n",
      "\n",
      "Analysis for design 078:\n",
      "Description: A visually distinct web design featuring a zen-inspired aesthetic with muted green sidebar panels contrasting against a textured parchment-like header and content sections with photographic backgrounds.\n",
      "Categories: minimalist, nature-inspired, structured, textural, asymmetrical, earthy\n",
      "Visual Characteristics: muted color palette, textured backgrounds, clean typography, photographic panels, hierarchical layout, contrast banding\n",
      "\n",
      "Analysis for design 079:\n",
      "Description: A serene, nature-inspired web interface featuring a soft green background with subtle plant silhouettes, creating a tranquil digital garden environment.\n",
      "Categories: organic, minimalist, nature-inspired, structured, harmonious, zen\n",
      "Visual Characteristics: pale-green background, plant silhouettes, multi-column layout, typographic contrast, botanical motifs, transparent overlays\n",
      "Failed to analyze design 080\n",
      "\n",
      "Processing batch 17 (5 designs)...\n",
      "Analyzing design 081...\n",
      "Analyzing design 082...\n",
      "Analyzing design 083...\n",
      "Analyzing design 084...\n",
      "Analyzing design 085...\n",
      "Successfully analyzed design 081\n",
      "Successfully analyzed design 083\n",
      "Successfully analyzed design 084\n",
      "Successfully analyzed design 082\n",
      "Successfully analyzed design 085\n",
      "\n",
      "Analysis for design 081:\n",
      "Description: A serene web design featuring a tripartite layout that combines a tranquil coastal imagery header, structured navigation sidebar, and content-rich main area, all unified by a subtle patterned background.\n",
      "Categories: minimalist, nature-inspired, instructional, grid-based, nautical, structured\n",
      "Visual Characteristics: spiral motif, muted color palette, sectioned layout, patterned background, gradient header, consistent typography\n",
      "\n",
      "Analysis for design 082:\n",
      "Description: A nostalgic web design that deliberately evokes vintage medicine packaging and traditional remedies, juxtaposed with modern web design principles\n",
      "Categories: vintage, nostalgic, textural, illustrative, apothecary-inspired\n",
      "Visual Characteristics: parchment textures, sepia tones, vintage illustrations, ornamental typography, decorative borders, medicine bottle imagery\n",
      "\n",
      "Analysis for design 083:\n",
      "Description: A serene, nature-inspired web design that employs a minimalist aesthetic with organic visual elements to create a peaceful digital environment.\n",
      "Categories: minimalist, nature-inspired, organic, zen, elegant, structured\n",
      "Visual Characteristics: botanical-illustrations, muted-palette, hierarchical-layout, semi-transparent-elements, textural-backgrounds, leaf-motifs\n",
      "\n",
      "Analysis for design 084:\n",
      "Description: A stylized vintage-inspired web design that combines mid-century aesthetics with contemporary web concepts, featuring dramatic typography and retro imagery.\n",
      "Categories: retro, vintage, typographic, editorial, nostalgic, structured\n",
      "Visual Characteristics: ornamental typography, aged texture, high-contrast imagery, column layout, dramatic header, hierarchical organization\n",
      "\n",
      "Analysis for design 085:\n",
      "Description: A serene web design featuring a tranquil ocean landscape header with semitransparent overlay text, followed by a clean, minimal content layout with clear typographic hierarchy and structured navigation sections.\n",
      "Categories: minimalist, nature-inspired, structured, professional, tranquil, grid-based\n",
      "Visual Characteristics: atmospheric header image, two-column layout, subtle texture background, typographic hierarchy, translucent overlays, framed composition\n",
      "\n",
      "Processing batch 18 (5 designs)...\n",
      "Analyzing design 086...\n",
      "Analyzing design 087...\n",
      "Analyzing design 088...\n",
      "Analyzing design 089...\n",
      "Analyzing design 090...\n",
      "Successfully analyzed design 090\n",
      "Successfully analyzed design 089\n",
      "Successfully analyzed design 086\n",
      "Successfully analyzed design 088\n",
      "Successfully analyzed design 087\n",
      "\n",
      "Analysis for design 086:\n",
      "Description: A structured web layout combining early 2000s web design aesthetics with Eastern philosophy themes, featuring a warm color palette, organized content sections, and a frog mascot.\n",
      "Categories: retro-web, instructional, structured, warm-toned, gradient, multi-column\n",
      "Visual Characteristics: rounded-panels, warm-gradient-background, section-delineation, right-aligned-content, hierarchical-headings\n",
      "\n",
      "Analysis for design 087:\n",
      "Description: A visually striking web design featuring a dark metallic background with sculptural imagery and organized textual content, creating a balance between artistic expression and technical showcase.\n",
      "Categories: dark-themed, contrast-driven, asymmetrical, grid-based, sculptural, technical\n",
      "Visual Characteristics: metallic textures, orange-gold accents, hierarchical typography, sculptural imagery, sidebar navigation, structured content blocks\n",
      "\n",
      "Analysis for design 088:\n",
      "Description: A harmonious web design showcasing minimalist principles with a soft natural aesthetic. The layout features a columnar structure containing text blocks balanced against a subtle patterned background and botanical imagery.\n",
      "Categories: minimalist, grid-based, organic, earthy, structured, transparent\n",
      "Visual Characteristics: columnar-layout, subtle-textures, botanical-elements, muted-palette, geometric-partitioning, transparent-layering\n",
      "\n",
      "Analysis for design 089:\n",
      "Description: A minimalist, industrial-inspired web design with a monochromatic color scheme, featuring a structured two-column layout that balances informational content with navigational elements\n",
      "Categories: minimalist, industrial, monochromatic, structured, utilitarian, grid-based\n",
      "Visual Characteristics: dark-palette, gear-motif, two-column-layout, hierarchical-typography, selective-highlighting, negative-space\n",
      "\n",
      "Analysis for design 090:\n",
      "Description: A structured web design showcasing a three-column layout with a restrained color palette of blues and grays, emphasizing accessibility and clarity through thoughtful information architecture.\n",
      "Categories: structured, minimalist, functional, grid-based, informational, utilitarian\n",
      "Visual Characteristics: horizontal-banding, three-column-layout, monochromatic-palette, clear-segmentation, hierarchical-headers, contained-content-blocks\n",
      "\n",
      "Processing batch 19 (5 designs)...\n",
      "Analyzing design 091...\n",
      "Analyzing design 092...\n",
      "Analyzing design 093...\n",
      "Analyzing design 094...\n",
      "Analyzing design 095...\n",
      "Successfully analyzed design 091\n",
      "Successfully analyzed design 094\n",
      "Successfully analyzed design 092\n",
      "Successfully analyzed design 095\n",
      "Successfully analyzed design 093\n",
      "\n",
      "Analysis for design 091:\n",
      "Description: A minimalist web design that combines traditional Eastern aesthetics with structured grid layout, featuring a Gothic-style header and tea stain visual elements against a light background.\n",
      "Categories: minimalist, grid-based, zen-inspired, typographic, instructional, heritage\n",
      "Visual Characteristics: high-contrast typography, negative space, horizontal rules, calligraphic header, tea stain motifs, structured columns\n",
      "\n",
      "Analysis for design 092:\n",
      "Description: A web design showcase featuring a dual-panel layout with atmospheric maritime imagery against a warm-toned navigation system, creating an artful blend of traditional aesthetics and technical functionality.\n",
      "Categories: atmospheric, duotone, zen-inspired, ornamental, hierarchical, maritime\n",
      "Visual Characteristics: golden-amber color scheme, split-panel layout, decorative maritime imagery, ornamental borders, high contrast typography, textural background\n",
      "\n",
      "Analysis for design 093:\n",
      "Description: A minimalist web design featuring a dark blue gradient background with contrasting text blocks and section dividers, anchored by a desert sunset header image with silhouetted cacti.\n",
      "Categories: minimalist, dark-themed, vertical-oriented, zen-inspired, grid-based, utilitarian\n",
      "Visual Characteristics: gradient-background, silhouette-imagery, sectioned-content, high-contrast-typography, desert-palette, hierarchical-headings\n",
      "\n",
      "Analysis for design 094:\n",
      "Description: A clean, structured web interface combining architectural photography with a minimalist information layout, creating a harmonious balance between visual inspiration and functional content\n",
      "Categories: minimalist, architectural, structured, grid-based, clean, functional\n",
      "Visual Characteristics: split-panel layout, blue-white color scheme, hierarchical typography, negative space, architectural imagery, modular content blocks\n",
      "\n",
      "Analysis for design 095:\n",
      "Description: A minimalist web design featuring a textured paper background with a clean, structured layout that blends classic typography with subtle decorative elements.\n",
      "Categories: minimalist, structured, textural, elegant, paper-based\n",
      "Visual Characteristics: torn-paper effect, serif typography, hierarchical layout, handwritten annotations, earth-tone palette, negative space\n",
      "\n",
      "Processing batch 20 (5 designs)...\n",
      "Analyzing design 096...\n",
      "Analyzing design 097...\n",
      "Analyzing design 098...\n",
      "Analyzing design 099...\n",
      "Analyzing design 100...\n",
      "Error processing design 099: Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'messages.0.content.1.image.source.base64: image exceeds 5 MB maximum: 5776892 bytes > 5242880 bytes'}}\n",
      "Successfully analyzed design 096\n",
      "Successfully analyzed design 097\n",
      "Successfully analyzed design 100\n",
      "Successfully analyzed design 098\n",
      "\n",
      "Analysis for design 096:\n",
      "Description: A serene web design featuring a bamboo leaf background with a clean, structured layout that organizes content into distinct sections marked by Asian-inspired typographic elements.\n",
      "Categories: minimalist, asian-inspired, nature-themed, structured, educational, organic\n",
      "Visual Characteristics: bamboo-leaf backdrop, dual-language headings, calligraphic elements, green monochromatic palette, clear typographic hierarchy, nested navigation lists\n",
      "\n",
      "Analysis for design 097:\n",
      "Description: A serene, elegant website design featuring a harmonious blend of soft green hues and structured content areas that creates a zen-like atmosphere while maintaining clarity and readability.\n",
      "Categories: minimalist, organic, instructional, zen-inspired, two-column, nature-themed\n",
      "Visual Characteristics: soft-green palette, calligraphic typography, white space utilization, rounded content areas, vertical rhythm, symbolic imagery\n",
      "\n",
      "Analysis for design 098:\n",
      "Description: A striking juxtaposition of traditional Japanese architectural imagery with bold, modern graphic elements, creating a harmonious blend of Eastern aesthetics and contemporary digital design\n",
      "Categories: contrast-driven, east-meets-west, modular, geometric, decorative, information-rich\n",
      "Visual Characteristics: high-contrast monochrome, bold green accents, asymmetrical balance, ornamental border elements, multi-column layout, architectural illustration\n",
      "Failed to analyze design 099\n",
      "\n",
      "Analysis for design 100:\n",
      "Description: A serene web design template featuring a Zen garden aesthetic with a prominent lotus flower integrated with a structured layout for content presentation.\n",
      "Categories: nature-inspired, minimalist, structured, serene, elegant, functional\n",
      "Visual Characteristics: floral-motif, two-column-layout, translucent-panels, gradient-backgrounds, natural-photography, soft-color-transitions\n",
      "\n",
      "Processing batch 21 (5 designs)...\n",
      "Analyzing design 101...\n",
      "Analyzing design 102...\n",
      "Analyzing design 103...\n",
      "Analyzing design 104...\n",
      "Analyzing design 105...\n",
      "Successfully analyzed design 104\n",
      "Successfully analyzed design 101\n",
      "Error processing design 102: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 103\n",
      "Successfully analyzed design 105\n",
      "\n",
      "Analysis for design 101:\n",
      "Description: A balanced and multi-column web layout for a CSS design showcase combining Eastern-inspired illustrations with structured content organization. The design blends organic, hand-drawn floral motifs with structured typographic elements.\n",
      "Categories: grid-based, illustrative, minimalist, educational, eastern-inspired, technical\n",
      "Visual Characteristics: multi-column layout, botanical line drawings, vertical rhythm, photographic elements, white space utilization, typographic hierarchy\n",
      "Failed to analyze design 102\n",
      "\n",
      "Analysis for design 103:\n",
      "Description: An elegant medieval-inspired web design with rich gold and dark burgundy tones, featuring ornate decorative elements and classical illustration motifs that evoke ancient manuscripts and epic voyages.\n",
      "Categories: ornate, medieval, decorative, classical, gilded, historical\n",
      "Visual Characteristics: gold-on-dark contrast, ornamental borders, decorative medallions, illustrated elements, vertical scrolling layout, wave-pattern motifs\n",
      "\n",
      "Analysis for design 104:\n",
      "Description: An elegant, formal invitation design with Eastern-influenced aesthetics, featuring a balanced layout with contrasting typography and subtle decorative elements.\n",
      "Categories: minimal, elegant, formal, traditional, structured, typographic\n",
      "Visual Characteristics: two-column layout, serif typography, earth-tone palette, hierarchical headings, subtle dividers, negative space\n",
      "\n",
      "Analysis for design 105:\n",
      "Description: A dark, atmospheric web design utilizing a stark contrast between black backgrounds and sepia-toned paper elements to create a zen-like, artistic space\n",
      "Categories: minimalist, high-contrast, textural, asymmetrical, zen-inspired, analog-digital\n",
      "Visual Characteristics: shadow-play, paper-texture, pinned-elements, sepia-toning, dramatic-lighting, hand-imagery\n",
      "\n",
      "Processing batch 22 (5 designs)...\n",
      "Analyzing design 106...\n",
      "Analyzing design 107...\n",
      "Analyzing design 108...\n",
      "Analyzing design 109...\n",
      "Analyzing design 110...\n",
      "Successfully analyzed design 106\n",
      "Successfully analyzed design 107\n",
      "Successfully analyzed design 108\n",
      "Successfully analyzed design 109\n",
      "Successfully analyzed design 110\n",
      "\n",
      "Analysis for design 106:\n",
      "Description: A harmonious web design featuring a gradient blue-to-green background complemented by architectural steps with orange accents, creating a serene yet structured visual experience.\n",
      "Categories: minimalist, nature-inspired, gradient, architectural, harmonious, structured\n",
      "Visual Characteristics: blue-green gradient, geometric steps, orange accents, clean typography, vertical sidebar, textural contrast\n",
      "\n",
      "Analysis for design 107:\n",
      "Description: A striking, high-contrast web design using a dramatic red and black color scheme with raw, handwritten typography and distressed visual elements creating a rebellious, anarchic aesthetic.\n",
      "Categories: anarchic, high-contrast, experimental, brutalist, anti-design, punk-inspired\n",
      "Visual Characteristics: hand-drawn, distressed, asymmetrical, stark-contrast, grunge, scratchy-textures\n",
      "\n",
      "Analysis for design 108:\n",
      "Description: A minimalist web design featuring a clean, text-focused layout with a traditional document structure presenting information in a hierarchical format.\n",
      "Categories: minimalist, text-centric, functional, hierarchical, structured, accessible\n",
      "Visual Characteristics: black-text-on-white, single-column, bulleted-lists, hyperlink-formatting, section-headings, consistent-margins\n",
      "\n",
      "Analysis for design 109:\n",
      "Description: A visually striking web layout demonstrating CSS capabilities through a contrasting color scheme and structured information hierarchy, combining organic floral imagery with technical content presentation.\n",
      "Categories: digital-organic, instructional, high-contrast, grid-based, typographic, technical\n",
      "Visual Characteristics: color-blocking, layered-imagery, typographic-hierarchy, magenta-teal-palette, sectioned-content, photo-typography-integration\n",
      "\n",
      "Analysis for design 110:\n",
      "Description: A vibrant, early 2000s web design featuring bold orange and burgundy color scheme with decorative floral and figurative elements framing content areas\n",
      "Categories: retro-web, decorative, high-contrast, asymmetrical, textured, illustrative\n",
      "Visual Characteristics: halftone-borders, silhouette-illustrations, floral-motifs, burgundy-sidebar, content-framing, textured-background\n",
      "\n",
      "Processing batch 23 (5 designs)...\n",
      "Analyzing design 111...\n",
      "Analyzing design 112...\n",
      "Analyzing design 113...\n",
      "Analyzing design 114...\n",
      "Analyzing design 115...\n",
      "Successfully analyzed design 113\n",
      "Successfully analyzed design 114\n",
      "Error processing design 111: Connection error.\n",
      "Successfully analyzed design 115\n",
      "Successfully analyzed design 112\n",
      "Failed to analyze design 111\n",
      "\n",
      "Analysis for design 112:\n",
      "Description: A thematic web design with a strong nature motif, featuring a rustic wooden sign framed by evergreen trees against a blue sky, combined with a structured content layout using gold ribbon headers and sidebar navigation.\n",
      "Categories: rustic, nature-inspired, hierarchical, traditional, structured, educational\n",
      "Visual Characteristics: gold-accent-ribbons, nature-photography, sectioned-content, sidebar-navigation, earthy-palette, typographic-contrast\n",
      "\n",
      "Analysis for design 113:\n",
      "Description: A stark, code-focused web design featuring a high-contrast neon green and black color scheme with a power button symbol as its iconic visual element.\n",
      "Categories: technical, high-contrast, digital, minimalist, code-aesthetic, retro-digital\n",
      "Visual Characteristics: neon-green accents, terminal-like typography, circular power icon, grid background, code snippets as decoration, directional arrows\n",
      "\n",
      "Analysis for design 114:\n",
      "Description: A nostalgic web design demonstrating CSS styling capabilities through a zen garden concept, combining organic imagery with structured layout patterns\n",
      "Categories: instructional, nature-inspired, minimalist, grid-based, educational, retro-web\n",
      "Visual Characteristics: muted color palette, photographic headers, multi-column layout, contrasting text sections, natural texture elements, hierarchical typography\n",
      "\n",
      "Analysis for design 115:\n",
      "Description: A dramatic, high-contrast web design featuring a deep red color scheme with flame imagery creating a powerful, mystical atmosphere around a structured content layout.\n",
      "Categories: dramatic, high-contrast, structured, eastern-inspired, elemental, minimalist\n",
      "Visual Characteristics: flame-imagery, dark-red-palette, sectioned-layout, typographic-hierarchy, negative-space, border-defined-areas\n",
      "\n",
      "Processing batch 24 (5 designs)...\n",
      "Analyzing design 116...\n",
      "Analyzing design 117...\n",
      "Analyzing design 118...\n",
      "Analyzing design 119...\n",
      "Analyzing design 120...\n",
      "Successfully analyzed design 120\n",
      "Successfully analyzed design 116\n",
      "Error processing design 117: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 118\n",
      "Successfully analyzed design 119\n",
      "\n",
      "Analysis for design 116:\n",
      "Description: A minimalist web design featuring a stark red and white color scheme with distressed textured edges, combining Eastern aesthetic influences with structured information display.\n",
      "Categories: minimalist, high-contrast, grid-based, textural, eastern-influenced, brutalist\n",
      "Visual Characteristics: distressed borders, red-white contrast, hierarchical typography, negative space, structural grid, textural elements\n",
      "Failed to analyze design 117\n",
      "\n",
      "Analysis for design 118:\n",
      "Description: A serene, nature-inspired web design with a clear three-column layout featuring vibrant green bamboo imagery that establishes a tranquil atmosphere while maintaining functional organization of content.\n",
      "Categories: minimalist, nature-inspired, organized, elegant, structured, harmonious\n",
      "Visual Characteristics: green-dominant palette, natural textures, leaf motifs, columnar layout, macro photography, subtle borders\n",
      "\n",
      "Analysis for design 119:\n",
      "Description: A nature-inspired web design featuring a vibrant green color scheme with a blurred grass background and a clean, structured layout that demonstrates CSS capabilities\n",
      "Categories: nature-inspired, minimalist, structured, educational, organic, grid-based\n",
      "Visual Characteristics: green-dominant palette, blurred nature photography, hierarchical typography, clean section dividers, decorative floral emblem, high-contrast headers\n",
      "\n",
      "Analysis for design 120:\n",
      "Description: A dark, atmospheric web design with strong contrast between a decorative header and structured content area, blending ornate calligraphic elements with organized information architecture.\n",
      "Categories: dark-aesthetic, elegant, high-contrast, calligraphic, structured, minimalist\n",
      "Visual Characteristics: dramatic-header, ornate-typography, black-background, iconic-elements, decorative-calligraphy, structured-layout\n",
      "\n",
      "Processing batch 25 (5 designs)...\n",
      "Analyzing design 121...\n",
      "Analyzing design 122...\n",
      "Analyzing design 123...\n",
      "Analyzing design 124...\n",
      "Analyzing design 125...\n",
      "Successfully analyzed design 124\n",
      "Successfully analyzed design 121\n",
      "Successfully analyzed design 122\n",
      "Successfully analyzed design 123\n",
      "Successfully analyzed design 125\n",
      "\n",
      "Analysis for design 121:\n",
      "Description: A nostalgic web design featuring a 1960s-inspired header with a vintage car and whimsical elements set against a geometric blue backdrop, paired with a structured content layout below\n",
      "Categories: retro-modern, illustrative, geometric, structured, educational, two-toned\n",
      "Visual Characteristics: vintage automobile illustration, geometric background pattern, split complementary color scheme, hierarchical navigation, segmented content blocks, accordion-style information design\n",
      "\n",
      "Analysis for design 122:\n",
      "Description: A minimalist web design with a split-layout structure that combines elegant typography with subtle green accents, creating a balanced and serene aesthetic reminiscent of zen philosophy.\n",
      "Categories: minimalist, elegant, structured, asymmetrical, typographic, zen-inspired\n",
      "Visual Characteristics: split-layout, green-accents, negative-space, typographic-hierarchy, portrait-focal-point, muted-palette\n",
      "\n",
      "Analysis for design 123:\n",
      "Description: A serene web design themed around lotus flowers and zen aesthetics, featuring a rich purple gradient background with delicate floral imagery and golden accents.\n",
      "Categories: spiritual, nature-inspired, nostalgic, gradient-rich, decorative, asymmetrical\n",
      "Visual Characteristics: floating lotus flowers, purple-magenta gradient, golden typography, textured backgrounds, asymmetrical composition, decorative floral motifs\n",
      "\n",
      "Analysis for design 124:\n",
      "Description: An elegant, minimalist web design that blends Eastern aesthetic principles with modern web layout techniques, featuring a delicate balance between ornamental elements and functional content hierarchy.\n",
      "Categories: minimalist, organic, elegant, structured, traditional, zen-inspired\n",
      "Visual Characteristics: geometric pattern background, ornamental flourishes, three-column layout, hierarchical typography, natural imagery, subdued color palette\n",
      "\n",
      "Analysis for design 125:\n",
      "Description: This design blends textured watercolor backgrounds with structured typography to create an artistic yet functional web layout. The composition juxtaposes organic visual elements against organized content sections.\n",
      "Categories: artistic, textural, layered, elegant, zen-inspired\n",
      "Visual Characteristics: watercolor-wash, translucent-layers, typographic-hierarchy, organic-textures, subtle-color-gradients\n",
      "\n",
      "Processing batch 26 (5 designs)...\n",
      "Analyzing design 126...\n",
      "Analyzing design 127...\n",
      "Analyzing design 128...\n",
      "Analyzing design 129...\n",
      "Analyzing design 130...\n",
      "Successfully analyzed design 126\n",
      "Successfully analyzed design 128\n",
      "Successfully analyzed design 127\n",
      "Successfully analyzed design 130\n",
      "Successfully analyzed design 129\n",
      "\n",
      "Analysis for design 126:\n",
      "Description: A refined web design featuring a blend of minimalist layout with sophisticated graphical elements, including a prominent spiral-patterned portrait medallion and subtle gradient background\n",
      "Categories: minimalist, structured, elegant, grid-based, professional, technical\n",
      "Visual Characteristics: fine-line spiral patterns, gradient backgrounds, hierarchical typography, portrait medallion, sectional organization, ample white space\n",
      "\n",
      "Analysis for design 127:\n",
      "Description: A nostalgic web design featuring a blend of early 2000s aesthetic with floral motifs, colorful headers, and a distinctive column-based layout structure\n",
      "Categories: retro-digital, instructional, ornamental, structured, gradient-rich, multi-column\n",
      "Visual Characteristics: floral imagery, bright color blocks, gradient backgrounds, hierarchical headers, decorative typography, distinctive borders\n",
      "\n",
      "Analysis for design 128:\n",
      "Description: A web design showcase platform featuring a striking blue dragon mascot as its focal point, combining vibrant color blocks with a structured information layout\n",
      "Categories: color-blocked, sectional, illustrative, educational, structured, gradient\n",
      "Visual Characteristics: 3D illustration, color-coded navigation, multi-column layout, gradient backgrounds, high-contrast typography, white space utilization\n",
      "\n",
      "Analysis for design 129:\n",
      "Description: A deliberately nostalgic web design featuring a notebook-style layout with vibrant floral patterns framing cream-colored content. The aesthetic intentionally evokes early web design with bright colors, playful typography, and decorative elements.\n",
      "Categories: retro-digital, maximalist, folk-digital, playful, handcrafted\n",
      "Visual Characteristics: repeating-patterns, high-saturation, notebook-framing, multi-colored-text, decorative-borders, gradient-elements\n",
      "\n",
      "Analysis for design 130:\n",
      "Description: A serene, educational web design that blends natural landscapes with structured information, creating a calm yet instructional environment for learning CSS techniques\n",
      "Categories: minimalist, nature-inspired, educational, zen-aesthetic, two-column, gradient-based\n",
      "Visual Characteristics: sand dune imagery, blue-to-beige gradient, horizontal navigation, typographic contrast, bordered sections, curved decorative elements\n",
      "\n",
      "Processing batch 27 (5 designs)...\n",
      "Analyzing design 131...\n",
      "Analyzing design 132...\n",
      "Analyzing design 133...\n",
      "Analyzing design 134...\n",
      "Analyzing design 135...\n",
      "Successfully analyzed design 131\n",
      "Successfully analyzed design 133\n",
      "Successfully analyzed design 134\n",
      "Successfully analyzed design 132\n",
      "Successfully analyzed design 135\n",
      "\n",
      "Analysis for design 131:\n",
      "Description: A textured, multi-column web design that combines organic visual elements with structured information architecture, creating a blend of natural and digital aesthetics.\n",
      "Categories: textural, minimalist, organic, grid-based, earthy, functional\n",
      "Visual Characteristics: scratched-texture, multi-column layout, yellow accents, hierarchical typography, earthy color palette, asymmetrical balance\n",
      "\n",
      "Analysis for design 132:\n",
      "Description: A nature-inspired web design featuring an organic tree branch motif with vibrant green watercolor leaves against a clean white background, complemented by a pale green sidebar containing organized textual content.\n",
      "Categories: organic, minimalist, nature-inspired, hierarchical, asymmetrical, instructional\n",
      "Visual Characteristics: watercolor foliage, calligraphic line work, green-white contrast, nested content blocks, bullet-point navigation, organic-geometric fusion\n",
      "\n",
      "Analysis for design 133:\n",
      "Description: A structured web design showcasing a minimalist aesthetic with a zen-inspired approach to CSS demonstrations, featuring earthy tones and organized content blocks within a harmonious layout.\n",
      "Categories: minimalist, instructional, structured, nature-inspired, educational, grid-based\n",
      "Visual Characteristics: beige-toned, hierarchical-layout, floral-motifs, subtle-textures, organized-typography, horizontal-elements\n",
      "\n",
      "Analysis for design 134:\n",
      "Description: A thoughtfully structured web layout blending Eastern aesthetic influences with technical precision, using warm earth tones against a textured background to create a meditative yet instructional atmosphere.\n",
      "Categories: earthy, structured, minimalist, educational, zen-inspired, grid-based\n",
      "Visual Characteristics: warm-toned, textured background, multi-column layout, hierarchical typography, organic color blocks, low-contrast accents\n",
      "\n",
      "Analysis for design 135:\n",
      "Description: A sophisticated web design featuring a split-layout with a cream content area and vibrant orange sidebar, unified by flowing organic decorative elements and elegant typography.\n",
      "Categories: minimalist, elegant, organic, structured, asymmetrical, warm-toned\n",
      "Visual Characteristics: split-layout, flowing curves, decorative silhouettes, high-contrast typography, textured background, earth-tone palette\n",
      "\n",
      "Processing batch 28 (5 designs)...\n",
      "Analyzing design 136...\n",
      "Analyzing design 137...\n",
      "Analyzing design 138...\n",
      "Analyzing design 139...\n",
      "Analyzing design 140...\n",
      "Successfully analyzed design 136\n",
      "Successfully analyzed design 138\n",
      "Successfully analyzed design 137\n",
      "Successfully analyzed design 139\n",
      "Successfully analyzed design 140\n",
      "\n",
      "Analysis for design 136:\n",
      "Description: A dramatic dark-themed web design featuring a glowing jack-o'-lantern set against a black background with striking blood-red design elements and typography.\n",
      "Categories: gothic, high-contrast, dark-themed, atmospheric, horror-inspired, textural\n",
      "Visual Characteristics: blood-drip effects, glowing jack-o'-lantern, red-on-black contrast, textured background, dramatic lighting, grunge aesthetics\n",
      "\n",
      "Analysis for design 137:\n",
      "Description: A monochromatic blue web design featuring a turntable illustration and structured multi-column layout demonstrating CSS styling capabilities with clearly defined content sections and navigation elements.\n",
      "Categories: monochromatic, grid-based, educational, web-centric, nostalgic, technical\n",
      "Visual Characteristics: blue-gradient backgrounds, bordered content blocks, illustrative header, multi-column layout, bubble motifs, typographic contrast\n",
      "\n",
      "Analysis for design 138:\n",
      "Description: A thoughtfully structured web design showcasing a blend of functional navigation and organic aesthetic elements, creating a harmonious balance between technical precision and natural inspiration.\n",
      "Categories: minimalist, functional, organic, educational, structured, zen-inspired\n",
      "Visual Characteristics: two-column layout, green accent colors, script typography, botanical iconography, white space utilization, hierarchical navigation\n",
      "\n",
      "Analysis for design 139:\n",
      "Description: A striking web design featuring a dark, grungy aesthetic with bright yellow and red accents against a textured black background, incorporating the visual metaphor of a paintbrush to symbolize artistic design creation.\n",
      "Categories: grunge, high-contrast, artistic, textural, eastern-influenced, industrial\n",
      "Visual Characteristics: distressed-borders, textured-background, paintbrush-motif, yellow-red-black-palette, dramatic-typography, vertical-hierarchy\n",
      "\n",
      "Analysis for design 140:\n",
      "Description: A contemplative web design featuring a hallway image with warm amber lighting that creates a sense of depth and perspective, complemented by a three-column layout with clean typographic hierarchy\n",
      "Categories: minimalist, atmospheric, architectural, zen-inspired, columnar, warm-toned\n",
      "Visual Characteristics: golden-amber lighting, perspective depth, tri-column layout, typographic hierarchy, color blocking, atmospheric photography\n",
      "\n",
      "Processing batch 29 (5 designs)...\n",
      "Analyzing design 141...\n",
      "Analyzing design 142...\n",
      "Analyzing design 143...\n",
      "Analyzing design 144...\n",
      "Analyzing design 145...\n",
      "Successfully analyzed design 143\n",
      "Successfully analyzed design 144\n",
      "Error processing design 145: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 142\n",
      "Successfully analyzed design 141\n",
      "\n",
      "Analysis for design 141:\n",
      "Description: A serene, zen-inspired web design showcasing an elegant blend of soft colors and structured layout that embodies tranquility while maintaining functional clarity.\n",
      "Categories: minimalist, nature-inspired, structured, warm-toned, elegant, zen-aesthetic\n",
      "Visual Characteristics: floral-pattern-background, two-column-layout, color-accent-typography, hierarchical-headings, soft-color-palette, content-sectioning\n",
      "\n",
      "Analysis for design 142:\n",
      "Description: A cinematic web design inspired by vintage film posters, featuring a dramatic central image with prominently displayed typography against a rich, gradient background\n",
      "Categories: vintage, cinematic, theatrical, retro, high-contrast, dramatic\n",
      "Visual Characteristics: gradient-background, angular-geometry, vintage-imagery, typographic-hierarchy, color-blocking, textural-edges\n",
      "\n",
      "Analysis for design 143:\n",
      "Description: A minimalist web design with a structured grid layout featuring a pixel art icon and clear typographic hierarchy\n",
      "Categories: minimalist, grid-based, monochromatic, structured, educational, technical\n",
      "Visual Characteristics: pixel-art iconography, numbered sections, white space, typographic hierarchy, sidebar organization, geometric simplicity\n",
      "\n",
      "Analysis for design 144:\n",
      "Description: A serene, nature-inspired web design that combines organic imagery with structured layout principles to demonstrate CSS capabilities while evoking a zen-like aesthetic.\n",
      "Categories: minimalist, nature-inspired, structured, organic, two-column, instructional\n",
      "Visual Characteristics: green-dominant palette, photographic header, asymmetrical balance, typographic contrast, subtle iconography, hierarchical spacing\n",
      "Failed to analyze design 145\n",
      "\n",
      "Processing batch 30 (5 designs)...\n",
      "Analyzing design 146...\n",
      "Analyzing design 147...\n",
      "Analyzing design 148...\n",
      "Analyzing design 149...\n",
      "Analyzing design 150...\n",
      "Error processing design 148: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 150\n",
      "Successfully analyzed design 147\n",
      "Successfully analyzed design 146\n",
      "Successfully analyzed design 149\n",
      "\n",
      "Analysis for design 146:\n",
      "Description: A visually layered web design that blends architectural photography with watercolor washes and structured text content, creating a juxtaposition between organic artistic elements and organized information hierarchy.\n",
      "Categories: mixed-media, architectural, textural, asymmetrical, watercolor, grid-based\n",
      "Visual Characteristics: translucent color washes, architectural photography, vertical navigation, typographic overlays, multi-column layout, textural backgrounds\n",
      "\n",
      "Analysis for design 147:\n",
      "Description: A serene, minimalist web design featuring a harmonious blend of organic zen imagery with structured text layout, creating a peaceful digital experience focused on CSS design principles.\n",
      "Categories: minimalist, zen-inspired, structured, earthy, elegant, instructional\n",
      "Visual Characteristics: muted-palette, three-column-layout, figural-photography, natural-elements, transparent-layering, typographic-hierarchy\n",
      "Failed to analyze design 148\n",
      "\n",
      "Analysis for design 149:\n",
      "Description: A serene web design featuring a split-layout with a naturalistic header image of golden grasses against blue water, followed by a structured content area with muted earth tones.\n",
      "Categories: minimalist, nature-inspired, instructional, grid-based, earth-tone, functional\n",
      "Visual Characteristics: two-column layout, natural header imagery, beige-blue color scheme, typographic hierarchy, textural contrast, negative space\n",
      "\n",
      "Analysis for design 150:\n",
      "Description: A serene website design featuring a blurred marina scene as the backdrop, with illuminated text overlaid on a deep blue gradient interface creating a contemplative digital space.\n",
      "Categories: atmospheric, minimalist, gradient, photographic, luminous, vertical\n",
      "Visual Characteristics: depth-of-field, light-reflection, blue-orange-contrast, transparent-typography, sectional-hierarchy\n",
      "\n",
      "Processing batch 31 (5 designs)...\n",
      "Analyzing design 151...\n",
      "Analyzing design 152...\n",
      "Analyzing design 153...\n",
      "Analyzing design 154...\n",
      "Analyzing design 155...\n",
      "Successfully analyzed design 151\n",
      "Successfully analyzed design 152\n",
      "Successfully analyzed design 155\n",
      "Successfully analyzed design 153\n",
      "Successfully analyzed design 154\n",
      "\n",
      "Analysis for design 151:\n",
      "Description: A minimalist, elegant web design featuring a light color palette with ample white space, subtle leaf motifs, and structured typography that creates a sense of calm sophistication.\n",
      "Categories: minimalist, elegant, calligraphic, structured, zen-inspired, botanical\n",
      "Visual Characteristics: ample-whitespace, subtle-illustrations, script-typography, grid-based-layout, muted-palette, leaf-motifs\n",
      "\n",
      "Analysis for design 152:\n",
      "Description: A stylized web design showcasing CSS capabilities through an elegant purple and blue color scheme featuring an illustrated female figure in a graceful dance pose against an abstract grid background.\n",
      "Categories: artistic, illustrative, elegant, grid-based, monochromatic, calligraphic\n",
      "Visual Characteristics: deep-purple background, flowing script typography, illustrated character, blueprint-like patterns, vertical text columns, gradient blue figure\n",
      "\n",
      "Analysis for design 153:\n",
      "Description: A nature-inspired web design with a two-column layout featuring a dark green textured background on the left and a lighter green panel on the right, unified by tree imagery that creates an organic, meditative aesthetic.\n",
      "Categories: organic, nature-inspired, asymmetrical, textural, calligraphic, minimalist\n",
      "Visual Characteristics: gradient-green, tree-silhouette, textured-background, decorative-scripts, two-column-layout, watercolor-effects\n",
      "\n",
      "Analysis for design 154:\n",
      "Description: An elegant web design featuring organic floral imagery against a rich dark background, creating a contemplative digital garden experience with balanced columns of content and navigation.\n",
      "Categories: organic, eastern-inspired, nature-infused, textural, asymmetrical, column-based\n",
      "Visual Characteristics: floral photography, layered composition, parchment texture, burgundy-beige contrast, ornamental borders, typographic hierarchy\n",
      "\n",
      "Analysis for design 155:\n",
      "Description: A dual-column web design featuring a bold, high-contrast layout with a vintage aesthetic. The left section presents content in framed panels with deep burgundy headers against white backgrounds, complemented by a monochrome architectural photograph, while the right displays a gold-toned navigation area.\n",
      "Categories: grid-based, high-contrast, structured, duotone, academic, vintage\n",
      "Visual Characteristics: bordered panels, horizontal dividers, monochrome imagery, strong headers, dual-column layout, color-coded sections\n",
      "\n",
      "Processing batch 32 (5 designs)...\n",
      "Analyzing design 156...\n",
      "Analyzing design 157...\n",
      "Analyzing design 158...\n",
      "Analyzing design 159...\n",
      "Analyzing design 160...\n",
      "Successfully analyzed design 156\n",
      "Successfully analyzed design 159\n",
      "Successfully analyzed design 160\n",
      "Successfully analyzed design 157\n",
      "Successfully analyzed design 158\n",
      "\n",
      "Analysis for design 156:\n",
      "Description: A dramatic high-contrast web design featuring Japanese-inspired aesthetics with bold red and black colors, silhouette figure, and traditional Asian motifs including Mount Fuji and pagoda shapes.\n",
      "Categories: minimalist, eastern-inspired, high-contrast, typographic, structured, dramatic\n",
      "Visual Characteristics: radiating-lines, silhouette-figure, monochromatic-palette, red-accents, architectural-elements, layered-composition\n",
      "\n",
      "Analysis for design 157:\n",
      "Description: A nature-inspired web design that uses insect imagery as decorative elements against a clean white background with salmon-colored content panels and green navigation sections.\n",
      "Categories: nature-inspired, minimalist, instructional, organic, structured, illustrative\n",
      "Visual Characteristics: realistic insect illustrations, salmon-green color scheme, white negative space, hierarchical typography, clean columnar layout, decorative natural elements\n",
      "\n",
      "Analysis for design 158:\n",
      "Description: A sophisticated web design template featuring a dramatic sunset backdrop against a dark content area, creating a strong visual contrast and contemplative atmosphere.\n",
      "Categories: minimalist, nature-inspired, elegant, high-contrast, contemplative, grid-based\n",
      "Visual Characteristics: golden-hour photography, dark background, columnar layout, typographic hierarchy, negative space, serif-sans contrast\n",
      "\n",
      "Analysis for design 159:\n",
      "Description: A soft, feminine web design with a pink color scheme featuring a central content area on a light patterned background. The layout combines structured navigation with delicate visual styling.\n",
      "Categories: minimalist, feminine, monochromatic, structured, soft-textured, grid-based\n",
      "Visual Characteristics: pink-dominated, watercolor-effect, gingham-background, two-column-layout, circular-badge, decorative-icons\n",
      "\n",
      "Analysis for design 160:\n",
      "Description: A minimalist web design featuring traditional Japanese-inspired dolls as a header image, combined with a clean, structured layout that demonstrates elegant CSS styling principles.\n",
      "Categories: minimalist, structured, educational, zen-inspired, grid-based, balanced\n",
      "Visual Characteristics: muted-palette, content-blocks, ornamental-butterflies, traditional-imagery, clear-hierarchy, negative-space\n",
      "\n",
      "Processing batch 33 (5 designs)...\n",
      "Analyzing design 161...\n",
      "Analyzing design 162...\n",
      "Analyzing design 163...\n",
      "Analyzing design 164...\n",
      "Analyzing design 165...\n",
      "Successfully analyzed design 161\n",
      "Successfully analyzed design 164\n",
      "Error parsing JSON response for design 163: Expecting value: line 1 column 1 (char 0)\n",
      "Successfully analyzed design 165\n",
      "Successfully analyzed design 162\n",
      "\n",
      "Analysis for design 161:\n",
      "Description: A sophisticated web design that blends natural elements with structured typography to create a harmonious educational interface. Wine imagery and grape visuals frame a well-organized content structure.\n",
      "Categories: natural, minimalist, instructional, organic, structured\n",
      "Visual Characteristics: earth-tone palette, translucent overlays, serif-sans contrast, vertical navigation, botanical imagery\n",
      "\n",
      "Analysis for design 162:\n",
      "Description: A medieval-inspired web design featuring Gothic architectural elements and illuminated manuscript aesthetics, blending historical visual language with structured layout patterns\n",
      "Categories: medieval-inspired, ornamental, architectural, manuscript-style, textural, historicist\n",
      "Visual Characteristics: parchment texture, decorative drop caps, ornamental borders, gothic imagery, illuminated headings, botanical motifs\n",
      "Failed to analyze design 163\n",
      "\n",
      "Analysis for design 164:\n",
      "Description: A vibrant web design showcasing a nostalgic aesthetic with an orange and gold color scheme, combined with playful sculptural elements and structured content sections\n",
      "Categories: retro, grid-based, warm-toned, structured, playful, instructional\n",
      "Visual Characteristics: orange-gold gradient, section color-blocking, sculptural figurine, hierarchical typography, bordered panels, consistent header styling\n",
      "\n",
      "Analysis for design 165:\n",
      "Description: A vintage-inspired web design featuring an aged paper aesthetic with a structured, document-like layout that evokes traditional printed materials and technical documentation\n",
      "Categories: vintage, minimalist, textured, traditional, grid-based, artisanal\n",
      "Visual Characteristics: sepia-toned, textured backgrounds, decorative borders, subtle shadows, contrasting panels, typographic hierarchy\n",
      "\n",
      "Processing batch 34 (5 designs)...\n",
      "Analyzing design 166...\n",
      "Analyzing design 167...\n",
      "Analyzing design 168...\n",
      "Analyzing design 169...\n",
      "Analyzing design 170...\n",
      "Successfully analyzed design 166\n",
      "Successfully analyzed design 168\n",
      "Successfully analyzed design 170\n",
      "Successfully analyzed design 167\n",
      "Successfully analyzed design 169\n",
      "\n",
      "Analysis for design 166:\n",
      "Description: A sophisticated web design that balances organic natural imagery with structured grid-based layout, creating a harmonious blend of technical precision and organic beauty.\n",
      "Categories: minimalist, organic, grid-based, asymmetrical, nature-inspired, technical\n",
      "Visual Characteristics: contrast-driven, photographic-elements, modular-layout, textural-juxtaposition, earth-tones, typographic-hierarchy\n",
      "\n",
      "Analysis for design 167:\n",
      "Description: A nostalgic web design featuring a wood-grain background with a centralized layout and Eastern-inspired aesthetics, combining playful teaching elements with structured navigation\n",
      "Categories: rustic, educational, textured, themed, traditional, hierarchical\n",
      "Visual Characteristics: wood-grain texture, ribbon banner, chalkboard element, circular markers, boxed navigation, high-contrast headings\n",
      "\n",
      "Analysis for design 168:\n",
      "Description: A playful satirical web design featuring white chickens on a blue background with a two-column layout that combines illustrative elements with structured content sections\n",
      "Categories: playful, illustrative, informational, whimsical, educational, web-based\n",
      "Visual Characteristics: bright-colors, hierarchical-layout, decorative-typography, illustrated-elements, two-column-structure, ornamental-headers\n",
      "\n",
      "Analysis for design 169:\n",
      "Description: A richly ornate web design combining classical architectural elements with modern web styling. The page features a Greco-Roman aesthetic with elaborate stone column borders framing content presented in a scroll-like format.\n",
      "Categories: classical, ornate, architectural, theatrical, symmetrical, textural\n",
      "Visual Characteristics: columned-borders, stone-textures, warm-toned, relief-carvings, scroll-layout, header-imagery\n",
      "\n",
      "Analysis for design 170:\n",
      "Description: A serene web design featuring a calming blue gradient background with colorful heart icons and organized content sections, creating a gentle and instructional atmosphere.\n",
      "Categories: minimalist, gradient-based, instructional, sectioned, icon-driven, tranquil\n",
      "Visual Characteristics: blue-gradient-background, colorful-heart-icons, two-column-layout, serif-display-typography, alternating-section-colors\n",
      "\n",
      "Processing batch 35 (5 designs)...\n",
      "Analyzing design 171...\n",
      "Analyzing design 172...\n",
      "Analyzing design 173...\n",
      "Analyzing design 174...\n",
      "Analyzing design 175...\n",
      "Successfully analyzed design 171\n",
      "Successfully analyzed design 174\n",
      "Successfully analyzed design 173\n",
      "Successfully analyzed design 175\n",
      "Successfully analyzed design 172\n",
      "\n",
      "Analysis for design 171:\n",
      "Description: A visually striking design featuring an illustrated monk figure playing a flute against a clean white background, complemented by a vertically-oriented black textured panel that contains the main content.\n",
      "Categories: minimalist, eastern-inspired, monochromatic, textural, vertical, ink-brush\n",
      "Visual Characteristics: high-contrast, organic-texture, brush-strokes, vertical-composition, asymmetrical-balance, illustrated-figure\n",
      "\n",
      "Analysis for design 172:\n",
      "Description: A harmonious blend of natural photography and structured web layout that creates a serene, educational interface set against a dramatic mountain landscape backdrop\n",
      "Categories: nature-integrated, minimalist, educational, structured, metaphorical, content-focused\n",
      "Visual Characteristics: panoramic-background, vertical-scrolling, sectioned-content, natural-iconography, muted-color-palette, clear-typography\n",
      "\n",
      "Analysis for design 173:\n",
      "Description: A deep red web design showcasing CSS Zen Garden with elegantly organized content sections and decorative star motifs against a textured background.\n",
      "Categories: minimalist, elegant, structured, monochromatic, typographic, celestial\n",
      "Visual Characteristics: deep-red background, white typography, star motifs, sectional icons, vertical layout, subtle texture\n",
      "\n",
      "Analysis for design 174:\n",
      "Description: A minimalist educational web design featuring a structured layout with clearly defined content sections, combining muted gray backgrounds with vibrant orange accent elements for intuitive navigation.\n",
      "Categories: minimalist, structured, educational, grid-based, zen-inspired, functional\n",
      "Visual Characteristics: two-column layout, high-contrast navigation, sectioned content, limited color palette, hierarchical typography, negative space\n",
      "\n",
      "Analysis for design 175:\n",
      "Description: A minimalist web design showcasing the principles of clean CSS styling with a balanced, structured layout that combines a serene aesthetic with functional organization.\n",
      "Categories: minimalist, structured, functional, clean, zen-inspired, grid-based\n",
      "Visual Characteristics: limited-color-palette, generous-whitespace, silhouette-imagery, controlled-typography, sectional-composition, teal-accents\n",
      "\n",
      "Processing batch 36 (5 designs)...\n",
      "Analyzing design 176...\n",
      "Analyzing design 177...\n",
      "Analyzing design 178...\n",
      "Analyzing design 179...\n",
      "Analyzing design 180...\n",
      "Successfully analyzed design 177\n",
      "Successfully analyzed design 179\n",
      "Successfully analyzed design 180\n",
      "Successfully analyzed design 178\n",
      "Successfully analyzed design 176\n",
      "\n",
      "Analysis for design 176:\n",
      "Description: An elaborate medieval-inspired web design featuring ornate floral borders and illuminated manuscript aesthetics with a stark black and white color scheme\n",
      "Categories: ornamental, historical, monochromatic, decorative, manuscript-inspired, illustrative\n",
      "Visual Characteristics: intricate-patterning, botanical-motifs, illuminated-capitals, woodcut-illustrations, high-contrast, bordered-layout\n",
      "\n",
      "Analysis for design 177:\n",
      "Description: A visually striking web design that combines a tranquil color palette with a dynamic, jagged edge separator dividing content sections, evoking a digital landscape against a serene backdrop.\n",
      "Categories: minimalist, gradient, nature-inspired, structured, asymmetrical, duotone\n",
      "Visual Characteristics: silhouette imagery, vertical rhythm, warm-cool contrast, geometric clouds, jagged divider line, color gradation\n",
      "\n",
      "Analysis for design 178:\n",
      "Description: A warm, vintage-styled web design with strong retro aesthetics conveying a nostalgic digital garden theme through amber/orange gradients and mid-century illustration elements.\n",
      "Categories: retro, vintage, ornamental, illustration-based, warm-toned, nostalgic\n",
      "Visual Characteristics: amber-orange gradient, decorative headers, vintage illustrations, two-column layout, ornate typographic elements, textured backgrounds\n",
      "\n",
      "Analysis for design 179:\n",
      "Description: A sophisticated web design showcase featuring an elegant dark-themed layout with rich burgundy accents and a wine glass motif. The design demonstrates a zen-inspired aesthetic that balances minimalist principles with ornate flourishes.\n",
      "Categories: elegant, minimalist, dark-themed, organic, zen-inspired, structured\n",
      "Visual Characteristics: burgundy-black palette, decorative flourishes, multi-column layout, negative space, calligraphic elements, photographic accent\n",
      "\n",
      "Analysis for design 180:\n",
      "Description: A textured, organic web design with ancient manuscript aesthetics featuring a parchment-like background with asymmetrical text blocks and handwritten-style typography against stone textures.\n",
      "Categories: textural, organic, calligraphic, antiqued, eastern-inspired, earthy\n",
      "Visual Characteristics: parchment-texture, stone-background, brush-script-typography, asymmetrical-layout, earth-tone-palette, decorative-dividers\n",
      "\n",
      "Processing batch 37 (5 designs)...\n",
      "Analyzing design 181...\n",
      "Analyzing design 182...\n",
      "Analyzing design 183...\n",
      "Analyzing design 184...\n",
      "Analyzing design 185...\n",
      "Error processing design 181: Error code: 400 - {'type': 'error', 'error': {'type': 'invalid_request_error', 'message': 'messages.0.content.2.image.source.base64.data: At least one of the image dimensions exceed max allowed size: 8000 pixels'}}\n",
      "Successfully analyzed design 183\n",
      "Successfully analyzed design 184\n",
      "Successfully analyzed design 182\n",
      "Successfully analyzed design 185\n",
      "Failed to analyze design 181\n",
      "\n",
      "Analysis for design 182:\n",
      "Description: A nostalgic web design featuring vinyl records and nature-inspired motifs, combining retro aesthetics with zen-like simplicity on a soft green background.\n",
      "Categories: retro, organic, nostalgic, structured, educational, harmonious\n",
      "Visual Characteristics: pastel-green background, vinyl record motifs, botanical line illustrations, color-blocked sections, layered transparency, decorative typography\n",
      "\n",
      "Analysis for design 183:\n",
      "Description: A minimalist web design embracing simplicity and clean typography in a traditional document-style layout, representing a zen-like approach to CSS demonstrations.\n",
      "Categories: minimalist, typography-focused, hierarchical, functional, document-style, text-centric\n",
      "Visual Characteristics: black text on white background, list-based navigation, consistent margins, clear headings, hypertext formatting, vertical rhythm\n",
      "\n",
      "Analysis for design 184:\n",
      "Description: A serene, minimalist web design that employs a garden metaphor through soft green hues, delicate botanical imagery, and ample white space to create a tranquil, meditative atmosphere.\n",
      "Categories: minimalist, organic, nature-inspired, zen, elegant, harmonious\n",
      "Visual Characteristics: pastel-green accents, botanical elements, generous white space, vertical hierarchy, subtle iconography, translucent imagery\n",
      "\n",
      "Analysis for design 185:\n",
      "Description: A structured educational website with a distinctive urban skyline silhouette header against a gradient blue background, featuring high-contrast content panels on a black canvas.\n",
      "Categories: structured, high-contrast, panel-based, educational, urban-inspired, technical\n",
      "Visual Characteristics: rounded-corner panels, city skyline silhouette, gradient blue header, color-coded buttons, sectioned content areas, stylized typography\n",
      "\n",
      "Processing batch 38 (5 designs)...\n",
      "Analyzing design 186...\n",
      "Analyzing design 187...\n",
      "Analyzing design 188...\n",
      "Analyzing design 189...\n",
      "Analyzing design 190...\n",
      "Error processing design 189: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 186\n",
      "Successfully analyzed design 187\n",
      "Successfully analyzed design 190\n",
      "Successfully analyzed design 188\n",
      "\n",
      "Analysis for design 186:\n",
      "Description: A serene, nature-inspired web design showcasing a two-column layout with soft floral imagery and structured content organization.\n",
      "Categories: nature-inspired, minimalist, educational, organic, structured, pastel\n",
      "Visual Characteristics: floral-header, two-column-layout, soft-color-palette, subtle-gradients, hierarchical-typography, vertical-navigation\n",
      "\n",
      "Analysis for design 187:\n",
      "Description: A richly textured web design featuring an organic, dark aesthetic with golden accents against a deep red-to-green gradient background framed by irregular torn-edge borders.\n",
      "Categories: textural, organic, eastern-inspired, golden-accent, gradient, torn-edge\n",
      "Visual Characteristics: textured-background, high-contrast-typography, decorative-icons, framed-content, golden-headings, vertical-hierarchy\n",
      "\n",
      "Analysis for design 188:\n",
      "Description: A vibrant, playful web design showcasing a blended organic-digital aesthetic with circular motifs against a lime green background, featuring bright interactive elements and structured information hierarchy.\n",
      "Categories: organic-digital, vibrant, playful, structured, nature-inspired, interactive\n",
      "Visual Characteristics: circular-patterns, bright-color-contrast, segmented-layout, typographic-hierarchy, decorative-navigation, organic-borders\n",
      "Failed to analyze design 189\n",
      "\n",
      "Analysis for design 190:\n",
      "Description: A serene web design that combines natural imagery with structured content organization, creating a contemplative digital garden aesthetic.\n",
      "Categories: nature-inspired, minimalist, zen, educational, structured, two-column\n",
      "Visual Characteristics: organic-motifs, color-blocking, hierarchical-typography, natural-dividers, light-gradient-backgrounds, illustrative-elements\n",
      "\n",
      "Processing batch 39 (5 designs)...\n",
      "Analyzing design 191...\n",
      "Analyzing design 192...\n",
      "Analyzing design 193...\n",
      "Analyzing design 194...\n",
      "Analyzing design 195...\n",
      "Error processing design 194: Error code: 429 - {'type': 'error', 'error': {'type': 'rate_limit_error', 'message': 'This request would exceed the rate limit for your organization (0476a5d4-0ef1-44e3-b822-b68092d79d88) of 8,000 output tokens per minute. For details, refer to: https://docs.anthropic.com/en/api/rate-limits. You can see the response headers for current usage. Please reduce the prompt length or the maximum tokens requested, or try again later. You may also contact sales at https://www.anthropic.com/contact-sales to discuss your options for a rate limit increase.'}}\n",
      "Successfully analyzed design 191\n",
      "Successfully analyzed design 195\n",
      "Successfully analyzed design 193\n",
      "Successfully analyzed design 192\n",
      "\n",
      "Analysis for design 191:\n",
      "Description: A book-like web layout design with a classical, elegant structure featuring a two-column format that mimics an open book or magazine spread. The design incorporates ornamental borders and decorative elements with thoughtfully placed images and well-structured typography.\n",
      "Categories: classical, editorial, structured, symmetrical, typographic, ornamental\n",
      "Visual Characteristics: two-column layout, decorative borders, serif typography, hierarchical headings, ornamental dividers, paper-like background\n",
      "\n",
      "Analysis for design 192:\n",
      "Description: A medieval-inspired web design featuring a parchment-like texture with ornate typography and decorative initials against a dark background, creating a scholarly, antiquated aesthetic.\n",
      "Categories: antiquarian, ornamental, textural, classical, manuscript-inspired, decorative\n",
      "Visual Characteristics: aged-parchment texture, decorative drop caps, calligraphic elements, high-contrast typography, ornamental borders, sepia color palette\n",
      "\n",
      "Analysis for design 193:\n",
      "Description: A nostalgic pixel-art inspired web design with a garden metaphor, blending retro aesthetic with organized information architecture\n",
      "Categories: retro, pixel-art, minimalist, grid-based, instructional, decorative-typography\n",
      "Visual Characteristics: pixel-based illustrations, monospaced typography, radiating background, earth-tone palette, hierarchical layout, decorative header\n",
      "Failed to analyze design 194\n",
      "\n",
      "Analysis for design 195:\n",
      "Description: A serene web design featuring a vibrant orange lily against a soft, textured cream background, creating a harmonious balance between organic natural elements and structured content layout.\n",
      "Categories: minimalist, nature-inspired, zen, elegant, structured, harmonious\n",
      "Visual Characteristics: orange-green accent colors, botanical imagery, textured background, clean typography, hierarchical layout, ample white space\n",
      "\n",
      "Processing batch 40 (4 designs)...\n",
      "Analyzing design 196...\n",
      "Analyzing design 197...\n",
      "Analyzing design 198...\n",
      "Analyzing design 199...\n",
      "Successfully analyzed design 197\n",
      "Successfully analyzed design 199\n",
      "Error processing design 198: Connection error.\n",
      "Successfully analyzed design 196\n",
      "\n",
      "Analysis for design 196:\n",
      "Description: A serene, minimalist web design blending organic elements with structured typography to create a calm, contemplative digital space.\n",
      "Categories: minimalist, organic, elegant, structured, light, zen-inspired\n",
      "Visual Characteristics: soft-gradient, floral-motif, two-column-layout, hierarchical-typography, subtle-color-accents, generous-whitespace\n",
      "\n",
      "Analysis for design 197:\n",
      "Description: A harmonious blend of technical structure and organic aesthetics, featuring watercolor lotus illustrations contrasted with a clean, organized layout that demonstrates CSS capabilities\n",
      "Categories: minimalist, illustrative, structured, educational, zen-inspired, pastel\n",
      "Visual Characteristics: watercolor illustrations, diagonal pattern separators, magenta accent color, hierarchical typography, white space utilization, two-column layout\n",
      "Failed to analyze design 198\n",
      "\n",
      "Analysis for design 199:\n",
      "Description: A military-themed web design showcasing CSS capabilities through a unique visual metaphor of warfare, featuring tank imagery, distressed typography, and Soviet-inspired graphical elements.\n",
      "Categories: vintage, propaganda, military-inspired, textured, thematic, structured\n",
      "Visual Characteristics: distressed-typography, symbolic-imagery, earthy-palette, textural-contrast, hierarchical-layout, iconic-elements\n",
      "\n",
      "Analysis complete:\n",
      "Successful: 183\n",
      "Failed: 16\n",
      "Total: 199\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Test with detailed analysis\n",
    "print(\"Running detailed analysis...\")\n",
    "analysis_test_set = [f\"{i:03d}\" for i in range(1, 200)]\n",
    "await test_analyzer(\n",
    "    design_ids=analysis_test_set,\n",
    "    batch_size=5,\n",
    "    detailed=True,\n",
    "    output_path=Path(\"analyses/detailed\")\n",
    ")\n",
    "\n",
    "# Test with basic analysis\n",
    "# print(\"\\nRunning basic analysis...\")\n",
    "# await test_analyzer(\n",
    "#     design_ids=analysis_test_set,\n",
    "#     batch_size=5,\n",
    "#     detailed=False,\n",
    "#     output_path=Path(\"analyses/basic\")\n",
    "# )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Successfully merged metadata for design 135\n",
      "Successfully merged metadata for design 132\n",
      "Successfully merged metadata for design 104\n",
      "Successfully merged metadata for design 103\n",
      "Successfully merged metadata for design 168\n",
      "Successfully merged metadata for design 157\n",
      "Successfully merged metadata for design 150\n",
      "Successfully merged metadata for design 159\n",
      "Successfully merged metadata for design 166\n",
      "Successfully merged metadata for design 192\n",
      "Successfully merged metadata for design 195\n",
      "Successfully merged metadata for design 161\n",
      "Successfully merged metadata for design 105\n",
      "Successfully merged metadata for design 133\n",
      "Successfully merged metadata for design 134\n",
      "Successfully merged metadata for design 160\n",
      "Successfully merged metadata for design 158\n",
      "Successfully merged metadata for design 193\n",
      "Successfully merged metadata for design 167\n",
      "Successfully merged metadata for design 151\n",
      "Successfully merged metadata for design 169\n",
      "Successfully merged metadata for design 156\n",
      "Successfully merged metadata for design 024\n",
      "Successfully merged metadata for design 216\n",
      "Successfully merged metadata for design 211\n",
      "Successfully merged metadata for design 023\n",
      "Successfully merged metadata for design 218\n",
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      "Successfully merged metadata for design 220\n",
      "Successfully merged metadata for design 079\n",
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      "Successfully merged metadata for design 070\n",
      "Successfully merged metadata for design 221\n",
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      "Successfully merged metadata for design 219\n",
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      "Successfully merged metadata for design 210\n",
      "Successfully merged metadata for design 217\n",
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      "Successfully merged metadata for design 071\n",
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      "Successfully merged metadata for design 204\n",
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      "Successfully merged metadata for design 129\n",
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      "Successfully merged metadata for design 121\n",
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      "Successfully merged metadata for design 110\n",
      "Successfully merged metadata for design 128\n",
      "Successfully merged metadata for design 153\n",
      "Successfully merged metadata for design 154\n",
      "Successfully merged metadata for design 196\n",
      "Successfully merged metadata for design 162\n",
      "Successfully merged metadata for design 165\n",
      "Successfully merged metadata for design 191\n",
      "Successfully merged metadata for design 131\n",
      "Successfully merged metadata for design 136\n",
      "Successfully merged metadata for design 109\n",
      "Successfully merged metadata for design 100\n",
      "Successfully merged metadata for design 107\n",
      "Successfully merged metadata for design 138\n",
      "Successfully merged metadata for design 190\n",
      "Successfully merged metadata for design 164\n",
      "Successfully merged metadata for design 197\n",
      "Successfully merged metadata for design 155\n",
      "Successfully merged metadata for design 199\n",
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      "Successfully merged metadata for design 130\n",
      "Successfully merged metadata for design 089\n",
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      "Successfully merged metadata for design 201\n",
      "Successfully merged metadata for design 208\n",
      "Successfully merged metadata for design 005\n",
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      "Successfully merged metadata for design 051\n",
      "Successfully merged metadata for design 093\n",
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      "Successfully merged metadata for design 094\n",
      "Successfully merged metadata for design 112\n",
      "Successfully merged metadata for design 115\n",
      "Successfully merged metadata for design 123\n",
      "Successfully merged metadata for design 124\n",
      "Successfully merged metadata for design 184\n",
      "Successfully merged metadata for design 170\n",
      "Successfully merged metadata for design 177\n",
      "Successfully merged metadata for design 183\n",
      "Successfully merged metadata for design 141\n",
      "Successfully merged metadata for design 146\n",
      "Successfully merged metadata for design 179\n",
      "Successfully merged metadata for design 125\n",
      "Successfully merged metadata for design 122\n",
      "Successfully merged metadata for design 114\n",
      "Successfully merged metadata for design 113\n",
      "Successfully merged metadata for design 147\n",
      "Successfully merged metadata for design 178\n",
      "Successfully merged metadata for design 140\n",
      "Successfully merged metadata for design 182\n",
      "Successfully merged metadata for design 176\n",
      "Successfully merged metadata for design 149\n",
      "Successfully merged metadata for design 171\n",
      "Successfully merged metadata for design 185\n",
      "Merge complete!\n"
     ]
    }
   ],
   "source": [
    "from pathlib import Path\n",
    "import json\n",
    "\n",
    "# Define paths\n",
    "analyses_dir = Path(\"analyses/detailed\")\n",
    "scraped_dir = Path(\"scraped_designs\")\n",
    "\n",
    "# Iterate through all design folders in analyses\n",
    "for design_dir in analyses_dir.iterdir():\n",
    "    if not design_dir.is_dir():\n",
    "        continue\n",
    "        \n",
    "    design_id = design_dir.name\n",
    "    analysis_path = design_dir / \"metadata.json\"\n",
    "    scraped_path = scraped_dir / design_id / \"metadata.json\"\n",
    "    \n",
    "    # Check if both files exist\n",
    "    if not all(p.exists() for p in [analysis_path, scraped_path]):\n",
    "        print(f\"Missing metadata file for design {design_id}\")\n",
    "        continue\n",
    "    \n",
    "    try:\n",
    "        # Load both JSON files\n",
    "        with open(analysis_path) as f:\n",
    "            analysis_data = json.load(f)\n",
    "        with open(scraped_path) as f:\n",
    "            scraped_data = json.load(f)\n",
    "            \n",
    "        # Merge the data (scraped data will not overwrite analysis data if keys conflict)\n",
    "        merged_data = {**scraped_data, **analysis_data}\n",
    "        \n",
    "        # Write back to analysis file\n",
    "        with open(analysis_path, 'w') as f:\n",
    "            json.dump(merged_data, f, indent=2)\n",
    "            \n",
    "        print(f\"Successfully merged metadata for design {design_id}\")\n",
    "        \n",
    "    except Exception as e:\n",
    "        print(f\"Error processing design {design_id}: {str(e)}\")\n",
    "\n",
    "print(\"Merge complete!\")"
   ]
  }
 ],
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