diff --git a/notebooks/wut-web-dev.ipynb b/notebooks/wut-web-dev.ipynb
index 58d622f..dd4534d 100644
--- a/notebooks/wut-web-dev.ipynb
+++ b/notebooks/wut-web-dev.ipynb
@@ -74,10 +74,11 @@
    "outputs": [],
    "source": [
     "IMG_HEIGHT = 416\n",
-    "IMG_WIDTH= 804\n",
+    "IMG_WIDTH = 804\n",
     "batch_size = 32\n",
-    "maxobsid=1470525\n",
-    "minobsid=1292461\n",
+    "minobsid = 1292461\n",
+    "#maxobsid = 1470525\n",
+    "maxobsid = 1591638\n",
     "base_dir = ('/srv/wut/data')\n",
     "sample_dir = ('/srv/wut/data/test/unvetted')\n",
     "model_file = os.path.join(base_dir, 'models', 'wut-DUV-201912.tf')"