diff --git a/lockdrop-calculations-simulated.ipynb b/lockdrop-calculations-simulated.ipynb
index 27f723a..61cc331 100644
--- a/lockdrop-calculations-simulated.ipynb
+++ b/lockdrop-calculations-simulated.ipynb
@@ -424,10 +424,67 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "26573d6b",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "================================================================================\n",
+      "📁 WATCHER EVENTS DATA SUMMARY\n",
+      "================================================================================\n",
+      "✅ Successfully loaded 40200 PointLockedEvent records from watcher file\n",
+      "\n",
+      "🔢 LOCK DURATION DISTRIBUTION\n",
+      "Lock Period Stars Galaxies Total\n",
+      "     1 Year  8075       39  8114\n",
+      "    2 Years  8056       43  8099\n",
+      "    3 Years  7870       36  7906\n",
+      "    4 Years  8112       33  8145\n",
+      "    5 Years  7887       49  7936\n",
+      "      Total 40000      200 40200\n",
+      "\n",
+      "📊 PARTICIPATION RATES\n",
+      "   Stars: 61.2% (40,000/65,280)\n",
+      "   Galaxies: 78.1% (200/256)\n",
+      "\n",
+      "================================================================================\n",
+      "================================================================================\n",
+      "📈 DYNAMIC LOCKDROP ANALYSIS\n",
+      "================================================================================\n",
+      "\n",
+      "🎯 PARTICIPATION SUMMARY\n",
+      "      Point Type  Count Participation Rate\n",
+      "   Stars (Total) 40,000              61.2%\n",
+      "      Stars (1Y)  8,075              12.3%\n",
+      "      Stars (2Y)  8,056              12.3%\n",
+      "      Stars (3Y)  7,870              12.0%\n",
+      "      Stars (4Y)  8,112              12.4%\n",
+      "      Stars (5Y)  7,887              12.0%\n",
+      "Galaxies (Total)    200              78.1%\n",
+      "   Galaxies (5Y)     49              19.1%\n",
+      "\n",
+      "💰 RAW PARTICIPANT ALLOCATIONS\n",
+      "Point Type Total Allocation ($Z) Max Per Point (Raw) Adjusted Max Per Point\n",
+      "     Stars       1,283,457,024.0       32,086.425600          32,030.964000\n",
+      "  Galaxies           5,033,164.8       25,165.824000          25,088.292000\n",
+      "\n",
+      "⚙️ QUANTA CALCULATION\n",
+      "Point Type   Raw Z per Block Adjusted Z per Block (q)\n",
+      "     Stars 0.000406702988820                 0.000406\n",
+      "  Galaxies 0.000318982736329                 0.000318\n",
+      "\n",
+      "🔄 ROUNDING ERROR ANALYSIS\n",
+      "Point Type Rounding Error per Point Total Rounding Error % of Supply Destination\n",
+      "     Stars          55.461600000 $Z  2,218,464.000000 $Z 0.05165264%  Bonus Pool\n",
+      "  Galaxies          77.532000000 $Z     15,506.400000 $Z 0.00036103%  Bonus Pool\n",
+      "\n",
+      "================================================================================\n"
+     ]
+    }
+   ],
    "source": [
     "# Load events from watcher file\n",
     "import os\n",