diff --git a/notebooks/AGIPD/AGIPD_Correct_and_Verify.ipynb b/notebooks/AGIPD/AGIPD_Correct_and_Verify.ipynb
index f20a4910d38a807545f039d054a3a263050fb61d..e05ffb71ce67be67aa9906901c6b5e3558d08ea2 100644
--- a/notebooks/AGIPD/AGIPD_Correct_and_Verify.ipynb
+++ b/notebooks/AGIPD/AGIPD_Correct_and_Verify.ipynb
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
@@ -59,7 +59,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
@@ -71,15 +71,6 @@
       "/gpfs/exfel/data/scratch/haufs/clean_cal/karabo/extern/lib/python3.4/importlib/_bootstrap.py:321: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
       "  return f(*args, **kwds)\n"
      ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Connecting to profile noDB\n",
-      "Working in IL Mode: False. Actual cells in use are: 176\n",
-      "Outputting to /gpfs/exfel/exp/SPB/201831/p900039/proc//r0273\n"
-     ]
     }
    ],
    "source": [
@@ -143,7 +134,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -199,7 +190,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
@@ -266,48 +257,7 @@
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processing a total of 16 sequence files in chunks of 16\n"
-     ]
-    },
-    {
-     "data": {
-      "text/latex": [
-       "\\begin{tabular}{rlrl}\n",
-       "\\hline\n",
-       "   \\# & module   &   \\# module & file                                                                     \\\\\n",
-       "\\hline\n",
-       "   0 & Q1M1     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD00-S00000.h5 \\\\\n",
-       "   1 & Q1M2     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD01-S00000.h5 \\\\\n",
-       "   2 & Q1M3     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD02-S00000.h5 \\\\\n",
-       "   3 & Q1M4     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD03-S00000.h5 \\\\\n",
-       "   4 & Q2M1     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD04-S00000.h5 \\\\\n",
-       "   5 & Q2M2     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD05-S00000.h5 \\\\\n",
-       "   6 & Q2M3     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD06-S00000.h5 \\\\\n",
-       "   7 & Q2M4     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD07-S00000.h5 \\\\\n",
-       "   8 & Q3M1     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD08-S00000.h5 \\\\\n",
-       "   9 & Q3M2     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD09-S00000.h5 \\\\\n",
-       "  10 & Q3M3     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD10-S00000.h5 \\\\\n",
-       "  11 & Q3M4     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD11-S00000.h5 \\\\\n",
-       "  12 & Q4M1     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD12-S00000.h5 \\\\\n",
-       "  13 & Q4M2     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD13-S00000.h5 \\\\\n",
-       "  14 & Q4M3     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD14-S00000.h5 \\\\\n",
-       "  15 & Q4M4     &          0 & /gpfs/exfel/exp/SPB/201831/p900039/raw/r0273/RAW-R0273-AGIPD15-S00000.h5 \\\\\n",
-       "\\hline\n",
-       "\\end{tabular}"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Latex object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import copy\n",
     "from IPython.display import HTML, display, Markdown, Latex\n",
@@ -337,15 +287,7 @@
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Running 16 tasks parallel\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import copy\n",
     "from functools import partial\n",
@@ -500,7 +442,7 @@
     "        \n",
     "        for rr in r:\n",
     "            if rr is not None:\n",
-    "                hl, hh, hg, hdg, low_edges, high_edges, signal_edges, dig_edges = rr\n",
+    "                hl, hh, hg, hdg, low_edges, high_edges, signal_edges, dig_signal_edges = rr\n",
     "                if hl is not None:  # any one being None will also make the others None\n",
     "                    hists_signal_low += hl.astype(np.float64)\n",
     "                    hists_signal_high += hh.astype(np.float64)\n",