Review datapythonista for file text.rst

Signed-off-by: Fabian Haase <[email protected]>

Author: FHaase

doc/source/text.rst

@@ -168,12 +168,18 @@ positional argument (a regex object) and return a string.
 
    # Reverse every lowercase alphabetic word
    pat = r'[a-z]+'
-   repl = lambda m: m.group(0)[::-1]                               # noqa: E731
+
+   def repl(m):
+       return m.group(0)[::-1]
+
    pd.Series(['foo 123', 'bar baz', np.nan]).str.replace(pat, repl)
 
    # Using regex groups
    pat = r"(?P<one>\w+) (?P<two>\w+) (?P<three>\w+)"
-   repl = lambda m: m.group('two').swapcase()                      # noqa: E731
+
+   def repl(m):
+       return m.group('two').swapcase()
+
    pd.Series(['Foo Bar Baz', np.nan]).str.replace(pat, repl)
 
 .. versionadded:: 0.20.0
@@ -191,12 +197,11 @@ compiled regular expression object.
 Including a ``flags`` argument when calling ``replace`` with a compiled
 regular expression object will raise a ``ValueError``.
 
-.. ipython::
+.. ipython:: ipython
+    :verbatim:
 
-    @verbatim
     In [1]: s3.str.replace(regex_pat, 'XX-XX ', flags=re.IGNORECASE)
-    ---------------------------------------------------------------------------
-    ValueError: case and flags cannot be set when pat is a compiled regex
+    Out[1]: ValueError: case and flags cannot be set when pat is a compiled regex
 
 .. _text.concatenate: