diff --git a/notebooks/LPD/LPDChar_Darks_NBC.ipynb b/notebooks/LPD/LPDChar_Darks_NBC.ipynb
index 1b5e98f29f6f4b2ecbe29498525b09c7bcbf324c..93a53fddc8f7499c0dc15f9e2017525e6dc1116a 100644
--- a/notebooks/LPD/LPDChar_Darks_NBC.ipynb
+++ b/notebooks/LPD/LPDChar_Darks_NBC.ipynb
@@ -877,7 +877,7 @@
    },
    "outputs": [],
    "source": [
-    "display(Markdown('Following pre-existing constants are used for comparison: \\n'))\n",
+    "display(Markdown('The following pre-existing constants are used for comparison: \\n'))\n",
     "for key in old_mdata:\n",
     "    display(Markdown('**{}** at {}'.format(key, old_mdata[key])))"
    ]
@@ -977,8 +977,7 @@
    "source": [
     "## Variation of offset and noise across Tiles and ASICs ##\n",
     "\n",
-    "Following plots show a standard deviation $\\sigma$ of calibration constant. Plot of standard deviation across tiles show pixels of one tile ($128 \\times 32$). Value for each pixel shows a standard deviation across 16 tiles. Standard deviation across ASICs are shown overall tiles. Plot shows pixels of one ASIC ($16 \\times 32$), where the value shows standard deviation across all ACIS of the module.\n",
-    "\n"
+    "The following plots show a standard deviation $\\sigma$ of the calibration constant. The plot of standard deviations across tiles show pixels of one tile ($128 \\times 32$). Value for each pixel shows a standard deviation across 16 tiles. The standard deviation across ASICs are shown overall tiles. The plot shows pixels of one ASIC ($16 \\times 32$), where the value shows a standard deviation across all ACIS of the module."
    ]
   },
   {
@@ -1069,7 +1068,7 @@
    "source": [
     "## Aggregate values and per cell behaviour ##\n",
     "\n",
-    "Following tables and plots give an overview of statistical aggregates for each constant, as well as per cell behavior, averaged across pixels."
+    "The following tables and plots give an overview of statistical aggregates for each constant, as well as per-cell behavior, averaged across pixels."
    ]
   },
   {
@@ -1161,7 +1160,7 @@
    "source": [
     "## Summary tables ##\n",
     "\n",
-    "Following tables show summary information for evaluated module. Values for currently evaluated constants are compared with values for pre-existing constants retrieved from the calibration database."
+    "The following tables show summary information for the evaluated module. Values for currently evaluated constants are compared with values for pre-existing constants retrieved from the calibration database."
    ]
   },
   {