diff --git a/README.md b/README.md
index 66aa907..b122a56 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,8 @@ Note that you do not need to have this set up if you are _only_ submitting jobs
 
 ## Downloading data
 
-We requires some data files not packaged on Git due to their large size. To download these, do the following:
+We requires some data files not packaged on Git due to their large size. These are required to be downloaded locally even
+if you are running this on Singularity (as they are uploaded). To download these, do the following:
 
 ```bash
 # Download the CATH dataset
diff --git a/jupyter/requisite_internal_values.ipynb b/jupyter/requisite_internal_values.ipynb
index 52f1844..266fc30 100644
--- a/jupyter/requisite_internal_values.ipynb
+++ b/jupyter/requisite_internal_values.ipynb
@@ -598,7 +598,6 @@
     "    tm_scores = np.array(list(pool.map(pfunc, filenames, chunksize=20)))\n",
     "    pool.close()\n",
     "    pool.join()\n",
-    "    # tm_scores = np.array(list(map(pfunc, filenames)))\n",
     "    return tm_scores\n",
     "\n",
     "per_angle_dist_results = {}\n",