Nit

doc/source/user_guide/text.rst

@@ -275,7 +275,7 @@ cause trouble because of the regular expression meaning of ``$``:
  # Consider the following badly formatted financial data
  dollars = pd.Series(['12', '-$10', '$10,000'], dtype="string")
 
- # Here ``$`` is treated as a literal character
+ # Here $ is treated as a literal character
  dollars.str.replace('$', '', regex=True)
 
  # But here it is not
@@ -284,7 +284,7 @@ cause trouble because of the regular expression meaning of ``$``:
  # We need to escape the special character (for >1 len patterns)
  dollars.str.replace(r'-\$', '-', regex=True)
 
- # Or set ``regex`` equal to ``False``
+ # Or set regex equal to False
  dollars.str.replace('-$', '-', regex=False)
 
 If you do want literal replacement of a string (equivalent to