From 65c25ab7b6019a24c537462516d8f90e2a124c79 Mon Sep 17 00:00:00 2001
From: Ben Dichter <ben.dichter@gmail.com>
Date: Tue, 25 Jul 2023 16:03:47 -0400
Subject: [PATCH] improve tutorials (#1738)

---
 docs/gallery/domain/ecephys.py         |   4 ++++
 docs/gallery/domain/ophys.py           |   4 ++++
 docs/gallery/general/plot_file.py      |  10 ++++++----
 docs/source/_static/trials_example.png | Bin 8141 -> 27270 bytes
 4 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/docs/gallery/domain/ecephys.py b/docs/gallery/domain/ecephys.py
index d12ef4c1d..406f2b789 100644
--- a/docs/gallery/domain/ecephys.py
+++ b/docs/gallery/domain/ecephys.py
@@ -15,6 +15,10 @@
 
 It is recommended to cover :ref:`basics` before this tutorial.
 
+.. note:: It is recommended to check if your source data is supported by
+  `NeuroConv Extracellular Electrophysiology Gallery <https://neuroconv.readthedocs.io/en/main/conversion_examples_gallery/conversion_example_gallery.html#extracellular-electrophysiology>`_.
+  If it is supported, it is recommended to use NeuroConv to convert your data.
+
 The following examples will reference variables that may not be defined within the block they are used in. For
 clarity, we define them here:
 """
diff --git a/docs/gallery/domain/ophys.py b/docs/gallery/domain/ophys.py
index f189ddd4e..b8ddb1ae5 100644
--- a/docs/gallery/domain/ophys.py
+++ b/docs/gallery/domain/ophys.py
@@ -14,6 +14,10 @@
 
 It is recommended to cover :ref:`basics` before this tutorial.
 
+.. note:: It is recommended to check if your source data is supported by
+  `NeuroConv Optical Physiology Gallery <https://neuroconv.readthedocs.io/en/main/conversion_examples_gallery/conversion_example_gallery.html#optical-physiology>`_.
+  If it is supported, it is recommended to use NeuroConv to convert your data.
+
 The following examples will reference variables that may not be defined within the block they are used in. For
 clarity, we define them here:
 """
diff --git a/docs/gallery/general/plot_file.py b/docs/gallery/general/plot_file.py
index 1b1882e89..6ac9ee250 100644
--- a/docs/gallery/general/plot_file.py
+++ b/docs/gallery/general/plot_file.py
@@ -275,10 +275,9 @@
 ####################
 # :py:class:`~pynwb.base.TimeSeries` objects can be added directly to :py:class:`~pynwb.file.NWBFile` using:
 #
-# * :py:meth:`~pynwb.file.NWBFile.add_acquisition` to  add *acquisition* data (raw, acquired data that should never
-#   change),
-# * :py:meth:`~pynwb.file.NWBFile.add_stimulus` to add *stimulus* data, or
-# * :py:meth:`~pynwb.file.NWBFile.add_stimulus_template` to store *stimulus templates*.
+# * :py:meth:`.NWBFile.add_acquisition` to  add *acquisition* data (raw, acquired data that should never change),
+# * :py:meth:`.NWBFile.add_stimulus` to add *stimulus* data, or
+# * :py:meth:`.NWBFile.add_stimulus_template` to store *stimulus templates*.
 #
 
 nwbfile.add_acquisition(time_series_with_timestamps)
@@ -383,6 +382,7 @@
     name="behavior", description="processed behavioral data"
 )
 behavior_module.add(position_obj)
+behavior_module
 
 ####################
 #
@@ -617,6 +617,8 @@
 
 nwbfile.add_time_intervals(sleep_stages)
 
+sleep_stages.to_dataframe()
+
 ####################
 # Now we overwrite the file with all of the data
 
diff --git a/docs/source/_static/trials_example.png b/docs/source/_static/trials_example.png
index 294b50eb22e6f411195697b1a7359c0ce802bc70..8f3b82221716dded69c78198ff94b0e43a849a6b 100644
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