diff --git a/doc/src/Howto.rst b/doc/src/Howto.rst
index 5a63e2b1c4..df42f6bd9d 100644
--- a/doc/src/Howto.rst
+++ b/doc/src/Howto.rst
@@ -103,6 +103,7 @@ Tutorials howto
    Howto_github
    Howto_lammps_gui
    Howto_moltemplate
+   Howto_python
    Howto_pylammps
    Howto_wsl
 
diff --git a/doc/src/Howto_python.rst b/doc/src/Howto_python.rst
index f668532f44..c4f12a38fc 100644
--- a/doc/src/Howto_python.rst
+++ b/doc/src/Howto_python.rst
@@ -76,7 +76,7 @@ Next install the LAMMPS Python package into your current Python installation wit
 Installation inside of a virtual environment
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-You can use virtual environemnts to create a custom Python environment
+You can use virtual environments to create a custom Python environment
 specifically tuned for your workflow.
 
 Benefits of using a virtualenv
diff --git a/doc/src/Python_jupyter.rst b/doc/src/Python_jupyter.rst
index 8bdfd1758a..9e9a1c917e 100644
--- a/doc/src/Python_jupyter.rst
+++ b/doc/src/Python_jupyter.rst
@@ -14,7 +14,7 @@ The easiest way to install it is via ``pip``:
 
 .. code-block:: bash
 
-   pip install jupyter
+   pip install --user jupyter
 
 To launch an instance of Jupyter simply run the following command inside your
 Python environment:
@@ -23,9 +23,6 @@ Python environment:
 
    jupyter notebook
 
-.. _ipython: https://ipython.org/
-.. _jupyter: https://jupyter.org/
-
 Interactive Python Examples
 ---------------------------