diff --git a/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb b/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb
index cc42a657d9d74c10268eba936bbae70fae794146..ef176beaa656cb87e9e4dc0cc99fbc34b8ea86fb 100644
--- a/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb
+++ b/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb
@@ -734,7 +734,7 @@
     "for i in modules:\n",
     "    qm = module_index_to_qm(i)\n",
     "    mnames.append(qm)\n",
-    "    display(Markdown(f'## Position of the module {qm} and its ASICs##'))\n",
+    "    display(Markdown(f'## Position of the module {qm} and its ASICs'))\n",
     "show_processed_modules(dinstance, constants=None, mnames=mnames, mode=\"position\")"
    ]
   },
@@ -807,15 +807,17 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "cols = {BadPixels.NOISE_OUT_OF_THRESHOLD.value: (BadPixels.NOISE_OUT_OF_THRESHOLD.name, '#FF000080'),\n",
-    "        BadPixels.OFFSET_NOISE_EVAL_ERROR.value: (BadPixels.OFFSET_NOISE_EVAL_ERROR.name, '#0000FF80'),\n",
-    "        BadPixels.OFFSET_OUT_OF_THRESHOLD.value: (BadPixels.OFFSET_OUT_OF_THRESHOLD.name, '#00FF0080'),\n",
-    "        BadPixels.GAIN_THRESHOLDING_ERROR.value: (BadPixels.GAIN_THRESHOLDING_ERROR.name, '#FF40FF40'),\n",
-    "        BadPixels.OFFSET_OUT_OF_THRESHOLD.value | BadPixels.NOISE_OUT_OF_THRESHOLD.value: ('OFFSET_OUT_OF_THRESHOLD + NOISE_OUT_OF_THRESHOLD', '#DD00DD80'),\n",
-    "        BadPixels.OFFSET_OUT_OF_THRESHOLD.value | BadPixels.NOISE_OUT_OF_THRESHOLD.value |\n",
-    "        BadPixels.GAIN_THRESHOLDING_ERROR.value: ('MIXED', '#BFDF009F')}\n",
-    "\n",
     "if high_res_badpix_3d:\n",
+    "    cols = {\n",
+    "        BadPixels.NOISE_OUT_OF_THRESHOLD: (BadPixels.NOISE_OUT_OF_THRESHOLD.name, '#FF000080'),\n",
+    "        BadPixels.OFFSET_NOISE_EVAL_ERROR: (BadPixels.OFFSET_NOISE_EVAL_ERROR.name, '#0000FF80'),\n",
+    "        BadPixels.OFFSET_OUT_OF_THRESHOLD: (BadPixels.OFFSET_OUT_OF_THRESHOLD.name, '#00FF0080'),\n",
+    "        BadPixels.GAIN_THRESHOLDING_ERROR: (BadPixels.GAIN_THRESHOLDING_ERROR.name, '#FF40FF40'),\n",
+    "        BadPixels.OFFSET_OUT_OF_THRESHOLD | BadPixels.NOISE_OUT_OF_THRESHOLD: ('OFFSET_OUT_OF_THRESHOLD + NOISE_OUT_OF_THRESHOLD', '#DD00DD80'),\n",
+    "        BadPixels.OFFSET_OUT_OF_THRESHOLD | BadPixels.NOISE_OUT_OF_THRESHOLD |\n",
+    "        BadPixels.GAIN_THRESHOLDING_ERROR: ('MIXED', '#BFDF009F')\n",
+    "    }\n",
+    "    \n",
     "    display(Markdown(\"\"\"\n",
     "\n",
     "    ## Global Bad Pixel Behaviour ##\n",