diff --git a/psrqpy/__init__.py b/psrqpy/__init__.py
index a6c01c14..56c88646 100644
--- a/psrqpy/__init__.py
+++ b/psrqpy/__init__.py
@@ -2,7 +2,7 @@
 
 """ A Python tool for interacting with the ATNF pulsar catalogue """
 
-__version__ = "0.3.4"
+__version__ = "0.3.5"
 
 from .search import QueryATNF
 from .pulsar import Pulsar, Pulsars
diff --git a/psrqpy/config.py b/psrqpy/config.py
index 42a17363..dd210bc3 100644
--- a/psrqpy/config.py
+++ b/psrqpy/config.py
@@ -20,8 +20,8 @@
 #: the full ATNF catalogue query URL
 QUERY_URL = ATNF_URL + PARAMS_QUERY + USERDEFINED_QUERY + SORT_QUERY + CONDITION_QUERY + PSRNAMES_QUERY + EPHEMERIS_QUERY + QUERY_FLUFF
 
-# pulsar parameters (http://www.atnf.csiro.au/research/pulsar/psrcat/psrcat_help.html) that can be queried
-# For each parameter there is a dictionary giving:
+# pulsar parameters (http://www.atnf.csiro.au/research/pulsar/psrcat/psrcat_help.html) that can be
+# queried. For each parameter there is a dictionary giving:
 #  - 'ref': True if the parameter can have an associated reference in the ATNF catalogue
 #  - 'err': True if the parameter can have an associated error value
 #  - 'unit': a string giving the units for the parameter (to be used if generating an astropy table)
diff --git a/psrqpy/pulsar.py b/psrqpy/pulsar.py
index 09d1634b..80cbf8c5 100644
--- a/psrqpy/pulsar.py
+++ b/psrqpy/pulsar.py
@@ -304,7 +304,7 @@ def add_pulsar(self, psr):
         Args:
             psr (:class:`~psrqpy.pulsar.Pulsar`, :class:`~psrqpy.pulsar.Pulsars`): a
                 :class:`~psrqpy.pulsar.Pulsar` object, or :class:`~psrqpy.pulsar.Pulsars`
-                object 
+                object
         """
 
         assert isinstance(psr, Pulsar) or isinstance(psr, Pulsars), 'psr is not a Pulsar type'
diff --git a/psrqpy/search.py b/psrqpy/search.py
index 3104a4b3..fbd1bda1 100644
--- a/psrqpy/search.py
+++ b/psrqpy/search.py
@@ -184,8 +184,7 @@ def generate_query(self, version='', params=None, condition='', sortorder='asc',
 
         Args:
             version (str): a string containing the ATNF version.
-            params (list, str): a list of `parameters <http://www.atnf.csiro.au/research/pulsar/psrcat/psrcat_help.html#par_list>`_ to
-                query.
+            params (list, str): a list of `parameters <http://www.atnf.csiro.au/research/pulsar/psrcat/psrcat_help.html#par_list>`_ to query.
             condition (str): the logical `condition
                 <http://www.atnf.csiro.au/research/pulsar/psrcat/psrcat_help.html#condition>`_
                 string for the query.
@@ -196,8 +195,8 @@ def generate_query(self, version='', params=None, condition='', sortorder='asc',
                 a table of parameter values (only works if pulsar names are given)
 
         Returns:
-            str: A string with the content of a :class:`~requests.Response` returned by
-                :func:`~requests.get`
+            str: the :attr:`~requests.Response.content` of a :class:`~requests.Response` returned
+            by :func:`~requests.get` for the ATNF pulsar catalogue query page.
 
         """
 
@@ -457,10 +456,10 @@ def get_pulsars(self):
         """
         Returns:
             :class:`psrqpy.pulsar.Pulsars`: the queried pulsars returned as a
-                :class:`~psrqpy.pulsar.Pulsars` object, which is a dictionary of
-                :class:`~psrqpy.pulsar.Pulsar` objects. If ``JNAME`` or ``NAME`` was not in the
-                original query, it will be performed again, so that a name is present, which is
-                required for a :class:`~psrqpy.pulsar.Pulsar` object
+            :class:`~psrqpy.pulsar.Pulsars` object, which is a dictionary of
+            :class:`~psrqpy.pulsar.Pulsar` objects. If ``JNAME`` or ``NAME`` was not in the
+            original query, it will be performed again, so that a name is present, which is
+            required for a :class:`~psrqpy.pulsar.Pulsar` object
         """
 
         if not self._pulsars: