diff --git a/GrowthViz-adults.ipynb b/GrowthViz-adults.ipynb
index 317b8ef..41a0a85 100644
--- a/GrowthViz-adults.ipynb
+++ b/GrowthViz-adults.ipynb
@@ -494,17 +494,6 @@
     "            wt_df=fixed(wt_percentiles), bmi_df=fixed(bmi_percentiles), ht_df=fixed(ht_percentiles))"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [],
-   "source": [
-    "obs_wbmi[obs_wbmi['subjid'] == 2868]"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/GrowthViz-adults.py b/GrowthViz-adults.py
index d945b8b..327d91e 100644
--- a/GrowthViz-adults.py
+++ b/GrowthViz-adults.py
@@ -319,12 +319,6 @@ def handle_selection_change(_event, _widget):
 # In[ ]:
 
 
-obs_wbmi[obs_wbmi['subjid'] == 2868]
-
-
-# In[ ]:
-
-
 @interact(subjid=widgets.Dropdown(options=all_ids, value=val, description='Subject ID:', disabled=False))
 def all_charts(subjid=val):
     charts.overlap_view_adults(obs_df=obs_wbmi, subjid=subjid, param='WEIGHTKG', include_carry_forward=True,