diff --git a/docs/gallery/general/plot_read_basics.py b/docs/gallery/general/plot_read_basics.py
index 556b7c109..d22d0ae0e 100644
--- a/docs/gallery/general/plot_read_basics.py
+++ b/docs/gallery/general/plot_read_basics.py
@@ -10,7 +10,7 @@
An :py:class:`~pynwb.file.NWBFile` represents a single session of an experiment.
It contains all the data of that session and the metadata required to understand the data.
-We will demonstrate how to use the `DANDI `_ neurophysiology data archive to access
+We will demonstrate how to use the `DANDI `_ neurophysiology data archive to access
the data in two different ways: (1) by downloading it to your computer and (2) streaming it.
We will briefly show tools for exploring NWB Files interactively and refer the reader to the
@@ -32,7 +32,7 @@
####################
-# We will access NWB data on the `DANDI Archive `_,
+# We will access NWB data on the `DANDI Archive `_,
# and demonstrate reading one session of an experiment by
# `Chandravadia et al. (2020) `_. In this study,
# the authors recorded single neuron activity from the medial temporal lobes of human subjects
@@ -40,14 +40,14 @@
#
# Download the data
# -----------------
-# First, we will demonstrate how to download an NWB data file from `DANDI `_
+# First, we will demonstrate how to download an NWB data file from `DANDI `_
# to your machine.
#
# Download using the DANDI Web UI
# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
# You can download files directly from the DANDI website.
#
-# 1. Go to the DANDI archive and open `this `_ dataset
+# 1. Go to the DANDI archive and open `this `_ dataset
# 2. List the files in this dataset by clicking the "Files" button in Dandiset Actions (top right column of the page).
#
# .. image:: ../../_static/demo_dandi_view_files_in_dataset.png