diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 443789f9f46d3..315aeb6423254 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -15,8 +15,7 @@ repos:
     -   id: flake8
         name: flake8 (cython template)
         files: \.pxi\.in$
-        types:
-          - file
+        types: [text]
         args: [--append-config=flake8/cython-template.cfg]
 -   repo: https://github.com/PyCQA/isort
     rev: 5.6.3
@@ -32,9 +31,13 @@ repos:
     -   id: pyupgrade
         args: [--py37-plus]
 -   repo: https://github.com/pre-commit/pygrep-hooks
-    rev: v1.6.0
+    rev: v1.7.0
     hooks:
       - id: rst-backticks
+      - id: rst-directive-colons
+        types: [text]
+      - id: rst-inline-touching-normal
+        types: [text]
 -   repo: local
     hooks:
     -   id: pip_to_conda
@@ -53,19 +56,6 @@ repos:
         types: [rst]
         args: [--filename=*.rst]
         additional_dependencies: [flake8-rst==0.7.0, flake8==3.7.9]
-    -   id: incorrect-sphinx-directives
-        name: Check for incorrect Sphinx directives
-        language: pygrep
-        entry: |
-            (?x)
-            # Check for cases of e.g. .. warning: instead of .. warning::
-            \.\.\ (
-                autosummary|contents|currentmodule|deprecated|
-                function|image|important|include|ipython|literalinclude|
-                math|module|note|raw|seealso|toctree|versionadded|
-                versionchanged|warning
-            ):[^:]
-        files: \.(py|pyx|rst)$
     -   id: non-standard-imports
         name: Check for non-standard imports
         language: pygrep
diff --git a/doc/source/ecosystem.rst b/doc/source/ecosystem.rst
index 6b5189e7231bc..670905f6587bc 100644
--- a/doc/source/ecosystem.rst
+++ b/doc/source/ecosystem.rst
@@ -201,7 +201,7 @@ Jupyter notebooks can be converted to a number of open standard output formats
 Python) through 'Download As' in the web interface and ``jupyter convert``
 in a shell.
 
-pandas DataFrames implement ``_repr_html_``and ``_repr_latex`` methods
+pandas DataFrames implement ``_repr_html_`` and ``_repr_latex`` methods
 which are utilized by Jupyter Notebook for displaying
 (abbreviated) HTML or LaTeX tables. LaTeX output is properly escaped.
 (Note: HTML tables may or may not be
diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py
index 159c34a7e256d..f23363f3a3efa 100644
--- a/pandas/core/indexes/base.py
+++ b/pandas/core/indexes/base.py
@@ -3938,7 +3938,7 @@ def _values(self) -> Union[ExtensionArray, np.ndarray]:
 
         This is an ndarray or ExtensionArray.
 
-        ``_values`` are consistent between``Series`` and ``Index``.
+        ``_values`` are consistent between ``Series`` and ``Index``.
 
         It may differ from the public '.values' method.