diff --git a/docs/use_cases/model_applications/marine_and_cryosphere/GridStat_fcstRTOFS_obsGHRSST_climWOA_sst.py b/docs/use_cases/model_applications/marine_and_cryosphere/GridStat_fcstRTOFS_obsGHRSST_climWOA_sst.py
index b1a855b2d..33894257d 100644
--- a/docs/use_cases/model_applications/marine_and_cryosphere/GridStat_fcstRTOFS_obsGHRSST_climWOA_sst.py
+++ b/docs/use_cases/model_applications/marine_and_cryosphere/GridStat_fcstRTOFS_obsGHRSST_climWOA_sst.py
@@ -117,7 +117,7 @@
 #  
 # For more information on the basic requirements to utilize Python Embedding in METplus, 
 # please refer to the MET User’s Guide section on
-# `Python embedding <https://met.readthedocs.io/en/latest/Users_Guide/appendixF.html#appendix-f-python-embedding>`_ .
+# `Python embedding <https://met.readthedocs.io/en/latest/Users_Guide/appendixF.html#appendix-f-python-embedding>`_.
 
 ##############################################################################
 # User Scripting
diff --git a/docs/use_cases/model_applications/marine_and_cryosphere/PointStat_fcstGFS_obsJASON3_satelliteAltimetry.py b/docs/use_cases/model_applications/marine_and_cryosphere/PointStat_fcstGFS_obsJASON3_satelliteAltimetry.py
index c3203814f..2924a718b 100644
--- a/docs/use_cases/model_applications/marine_and_cryosphere/PointStat_fcstGFS_obsJASON3_satelliteAltimetry.py
+++ b/docs/use_cases/model_applications/marine_and_cryosphere/PointStat_fcstGFS_obsJASON3_satelliteAltimetry.py
@@ -99,7 +99,7 @@
 #
 # .. dropdown:: parm/use_cases/model_applications/marine_and_cryosphere/PointStat_fcstGFS_obsJASON3_satelliteAltimetry/read_satData.py
 #
-#   .. highlight:: bash
+#   .. highlight:: python
 #   .. literalinclude:: ../../../../parm/use_cases/model_applications/marine_and_cryosphere/PointStat_fcstGFS_obsJASON3_satelliteAltimetry/read_satData.py
 # 
 # For more information on the basic requirements to utilize Python Embedding in METplus, 
diff --git a/docs/use_cases/model_applications/s2s_mjo/UserScript_obsCFSR_obsOnly_MJO_ENSO.py b/docs/use_cases/model_applications/s2s_mjo/UserScript_obsCFSR_obsOnly_MJO_ENSO.py
index 722debb4b..d63dba7a0 100644
--- a/docs/use_cases/model_applications/s2s_mjo/UserScript_obsCFSR_obsOnly_MJO_ENSO.py
+++ b/docs/use_cases/model_applications/s2s_mjo/UserScript_obsCFSR_obsOnly_MJO_ENSO.py
@@ -100,7 +100,7 @@
 # 
 # For more information on the basic requirements to utilize Python Embedding in METplus, 
 # please refer to the MET User’s Guide section on
-# `Python embedding <https://met.readthedocs.io/en/latest/Users_Guide/appendixF.html#appendix-f-python-embedding>`_
+# `Python embedding <https://met.readthedocs.io/en/latest/Users_Guide/appendixF.html#appendix-f-python-embedding>`_.
 
 ##############################################################################
 # User Scripting
diff --git a/docs/use_cases/model_applications/short_range/MODEMultivar_fcstRRFS_obsGOES_MRMS_BrightnessTemp_Lightning.py b/docs/use_cases/model_applications/short_range/MODEMultivar_fcstRRFS_obsGOES_MRMS_BrightnessTemp_Lightning.py
index e6a62f8f6..cd3233ff8 100644
--- a/docs/use_cases/model_applications/short_range/MODEMultivar_fcstRRFS_obsGOES_MRMS_BrightnessTemp_Lightning.py
+++ b/docs/use_cases/model_applications/short_range/MODEMultivar_fcstRRFS_obsGOES_MRMS_BrightnessTemp_Lightning.py
@@ -116,13 +116,13 @@
 # Python Embedding
 # ----------------
 #
-# This use case does not use any Python Embedding.
+# This use case does not use any Python embedding.
 
 ##############################################################################
 # User Scripting
 # --------------
 #
-# User Scripting is not used in this use case.
+# This use case does not use additional scripts.
 
 ##############################################################################
 # Running METplus