diff --git a/notebooks/HSC/HSC_TAP/HSC_TAP.ipynb b/notebooks/HSC/HSC_TAP/HSC_TAP.ipynb
index 215b8c6b7..bb5d267fe 100644
--- a/notebooks/HSC/HSC_TAP/HSC_TAP.ipynb
+++ b/notebooks/HSC/HSC_TAP/HSC_TAP.ipynb
@@ -77,10 +77,6 @@
     "import time\n",
     "from matplotlib import pyplot as plt\n",
     "\n",
-    "# To allow display tweaks for wider response tables\n",
-    "from IPython.core.display import display\n",
-    "from IPython.core.display import HTML\n",
-    "\n",
     "# For the second example: kernel density estimates\n",
     "from scipy.stats import gaussian_kde\n",
     "\n",
@@ -244,7 +240,7 @@
    "source": [
     "plt.rcParams.update({'font.size': 16})\n",
     "plt.figure(1,(10,6))\n",
-    "plt.scatter(HSC_results['a_f475w'], HSC_results['a_f475w_mad'])\n",
+    "plt.scatter(HSC_results['A_F475W'], HSC_results['A_F475W_MAD'])\n",
     "plt.xlabel('A_F475W')\n",
     "plt.ylabel('A_F475W_MAD')"
    ]
@@ -255,12 +251,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "madvalues = HSC_results['a_f475w_mad']\n",
+    "madvalues = HSC_results['A_F475W_MAD']\n",
     "i = np.argmax(madvalues)\n",
     "print()\n",
     "print(HSC_results[i])\n",
     "\n",
-    "matchid = HSC_results['matchid'][i]\n",
+    "matchid = HSC_results['MatchID'][i]\n",
     "details = HSC_service.run_async(\"\"\"\n",
     "SELECT SourceID, ImageID, SourceRA, SourceDec, D, Filter, Detector, MagAper2, StartMJD\n",
     "FROM dbo.DetailedCatalog\n",
@@ -323,10 +319,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "f555w = HSC_results['a_f555w']\n",
-    "f814w = HSC_results['a_f814w']\n",
+    "f555w = HSC_results['A_F555W']\n",
+    "f814w = HSC_results['A_F814W']\n",
     "VminusI = f555w-f814w\n",
-    "CI = HSC_results['ci']\n",
+    "CI = HSC_results['CI']\n",
     "w = np.where((CI>0.9) & (CI<1.6) & (VminusI > -1.5) & (VminusI < 1.5))\n",
     "print(len(w[0]),\"points remaining after CI and V-I filtering\")\n",
     "\n",
@@ -407,7 +403,7 @@
     "## About this Notebook\n",
     "**Authors:** Rick White & Theresa Dower, STScI Archive Scientist & Software Engineer\n",
     "\n",
-    "**Last Updated:** Oct 2023"
+    "**Last Updated:** Feb 2024"
    ]
   },
   {
@@ -441,7 +437,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.4"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,