From c2f980c6bb40df45d411904dd5f58288fa7b8ad3 Mon Sep 17 00:00:00 2001
From: zm711 <92116279+zm711@users.noreply.github.com>
Date: Mon, 21 Oct 2024 14:28:20 -0400
Subject: [PATCH 1/2] typos

---
 doc/modules/curation.rst | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/doc/modules/curation.rst b/doc/modules/curation.rst
index d115b33e4a..d24fc810b0 100644
--- a/doc/modules/curation.rst
+++ b/doc/modules/curation.rst
@@ -88,7 +88,7 @@ The ``censored_period_ms`` parameter is the time window in milliseconds to consi
 The :py:func:`~spikeinterface.curation.remove_redundand_units` function removes
 redundant units from the sorting output. Redundant units are units that share over
 a certain percentage of spikes, by default 80%.
-The function can acto both on a ``BaseSorting`` or a ``SortingAnalyzer`` object.
+The function can act both on a ``BaseSorting`` or a ``SortingAnalyzer`` object.
 
 .. code-block:: python
 
@@ -102,13 +102,16 @@ The function can acto both on a ``BaseSorting`` or a ``SortingAnalyzer`` object.
     )
 
     # remove redundant units from SortingAnalyzer object
-    clean_sorting_analyzer = remove_redundant_units(
+    # note this returns a cleaned sorting
+    clean_sorting = remove_redundant_units(
         sorting_analyzer,
         duplicate_threshold=0.9,
         remove_strategy="min_shift"
     )
+    # in order to have a sorter with only the non-redundant units do:
+    clean_sorting_analyzer = sorting_analyzer.select_units(clean_sorting.unit_ids)
 
-We recommend usinf the ``SortingAnalyzer`` approach, since the ``min_shift`` strategy keeps
+We recommend using the ``SortingAnalyzer`` approach, since the ``min_shift`` strategy keeps
 the unit (among the redundant ones), with a better template alignment.
 
 

From 61ce0007476b9a1e80d69bdbbc42e70d8bcce626 Mon Sep 17 00:00:00 2001
From: zm711 <92116279+zm711@users.noreply.github.com>
Date: Mon, 21 Oct 2024 14:32:37 -0400
Subject: [PATCH 2/2] better comment

---
 doc/modules/curation.rst | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/doc/modules/curation.rst b/doc/modules/curation.rst
index d24fc810b0..37de992806 100644
--- a/doc/modules/curation.rst
+++ b/doc/modules/curation.rst
@@ -108,7 +108,9 @@ The function can act both on a ``BaseSorting`` or a ``SortingAnalyzer`` object.
         duplicate_threshold=0.9,
         remove_strategy="min_shift"
     )
-    # in order to have a sorter with only the non-redundant units do:
+    # in order to have a SortingAnalyer with only the non-redundant units one must
+    # select the designed units remembering to give format and folder if one wants
+    # a persistent SortingAnalyzer.
     clean_sorting_analyzer = sorting_analyzer.select_units(clean_sorting.unit_ids)
 
 We recommend using the ``SortingAnalyzer`` approach, since the ``min_shift`` strategy keeps