Typos

openPMD · Jun 25, 2023 · fa74a7d · fa74a7d
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diff --git a/docs/source/analysis/pandas.rst b/docs/source/analysis/pandas.rst
@@ -5,7 +5,7 @@ Pandas
 
 The Python bindings of openPMD-api provide direct methods to load data into the `Pandas data analysis ecosystem <https://pandas.pydata.org>`__.
 
-Pandas computes on CPU, for GPU-accelerated data analysis see :ref:`RAPIDS <analysis-rapids>`.
+Pandas computes on the CPU, for GPU-accelerated data analysis see :ref:`RAPIDS <analysis-rapids>`.
 
 
 .. _analysis-pandas-install:

diff --git a/docs/source/analysis/viewer.rst b/docs/source/analysis/viewer.rst
@@ -3,7 +3,7 @@
 openPMD-viewer
 ==============
 
-`openPMD-viewer <https://github.com/openPMD/openPMD-viewer>`__ is an open-source Python package to access openPMD data.
+`openPMD-viewer <https://github.com/openPMD/openPMD-viewer>`__ (`documentation <https://openpmd-viewer.readthedocs.io>`__) is a Python package to access openPMD data.
 
 It allows to:
 
@@ -65,4 +65,4 @@ by using the command:
     ts.slider()
 
 You can also access the particle and field data as numpy arrays with the methods ``ts.get_field`` and ``ts.get_particle``.
-See the openPMD-viewer tutorials `here <https://github.com/openPMD/openPMD-viewer/tree/master/tutorials>`_ for more info.
+See the openPMD-viewer tutorials `on read-the-docs <https://openpmd-viewer.readthedocs.io>`_ for more info.
diff --git a/docs/source/index.rst b/docs/source/index.rst
@@ -21,7 +21,7 @@ Writing & reading through those backends and their associated files is supported
    section#api-details,
    section#utilities,
    section#backends,
-   section#analysis,
+   section#data-analysis,
    section#development,
    section#maintenance {
        display:none;
@@ -132,7 +132,7 @@ Backends
 Data Analysis
 -------------
 .. toctree::
-   :caption: ANALYSIS
+   :caption: DATA ANALYSIS
    :maxdepth: 1
    :hidden: