diff --git a/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb b/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb
index d4b913f101abd0e033502e8565452dfef291bee9..4da4569543f4ac2cd524c59fe64985b5517d330a 100644
--- a/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb
+++ b/notebooks/AGIPD/Characterize_AGIPD_Gain_Darks_NBC.ipynb
@@ -394,9 +394,15 @@
     "    bp[(noise < local_thresholds_noise_hard[0]) | (noise > local_thresholds_noise_hard[1])] |= BadPixels.NOISE_OUT_OF_THRESHOLD.value\n",
     "    bp[~np.isfinite(noise)] |= BadPixels.OFFSET_NOISE_EVAL_ERROR.value\n",
     "\n",
-    "    return offset, noise, gains, gains_std, gg, bp, num_cells, local_acq_rate\n",
-    "\n",
-    "\n",
+    "    return offset, noise, gains, gains_std, gg, bp, num_cells, local_acq_rate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "offset_g = OrderedDict()\n",
     "noise_g = OrderedDict()\n",
     "gain_g = OrderedDict()\n",
@@ -495,11 +501,12 @@
     "res = OrderedDict()\n",
     "for i in modules:\n",
     "    qm = index_to_qm(i)\n",
-    "    res[qm] = {'Offset': offset_g[qm],\n",
-    "               'Noise': noise_g[qm],\n",
-    "               'ThresholdsDark': thresholds_g[qm],\n",
-    "               'BadPixelsDark': badpix_g[qm]    \n",
-    "               }"
+    "    res[qm] = {\n",
+    "        'Offset': offset_g[qm],\n",
+    "        'Noise': noise_g[qm],\n",
+    "        'ThresholdsDark': thresholds_g[qm],\n",
+    "        'BadPixelsDark': badpix_g[qm]\n",
+    "    }"
    ]
   },
   {
@@ -526,8 +533,10 @@
     "qm_dict = OrderedDict()\n",
     "for i, k_da in zip(modules, karabo_da):\n",
     "    qm = index_to_qm(i)\n",
-    "    qm_dict[qm] = {\"karabo_da\": k_da,\n",
-    "                   \"db_module\": \"\"}"
+    "    qm_dict[qm] = {\n",
+    "        \"karabo_da\": k_da,\n",
+    "        \"db_module\": \"\"\n",
+    "    }"
    ]
   },
   {