@@ -52,8 +52,8 @@ reader dependencies by typing:
5252 $ pip install geoip2[DB]
5353
5454 If you are not able to use pip, you may also use easy_install. To do this, you
55- must first install `maxminddb< maxminddb.readthedocs.org> `_ and
56- `requests<http://www.python-requests.org/en/latest/> `_. Once these
55+ must first install `maxminddb < http:// maxminddb.readthedocs.org/ >`_ and
56+ `requests <http://www.python-requests.org/en/latest/ >`_. Once these
5757dependencies have been satisfied, `cd ` to the source directory and type:
5858
5959.. code-block :: bash
@@ -68,7 +68,7 @@ To use this API, you first create either a web service object with your
6868MaxMind ``user_id `` and ``license_key `` or a database reader object with the
6969path to your database file. After doing this, you may call the method
7070corresponding to request type (e.g., ``city `` or ``country ``), passing it the
71- IP address you wantto look up.
71+ IP address you want to look up.
7272
7373If the request succeeds, the method call will return a model class for the
7474end point you called. This model in turn contains multiple record classes,
@@ -193,8 +193,8 @@ always have every piece of data for any given IP address.
193193Because of these factors, it is possible for any request to return a record
194194where some or all of the attributes are unpopulated.
195195
196- The only piece of data which is always returned is the :py:attr: `ip_address `
197- attribute in the :py:class: `geoip2.records.Traits ` record.
196+ The only piece of data which is always returned is the `ip_address ` attribute
197+ in the `geoip2.records.Traits ` record.
198198
199199Integration with GeoNames
200200-------------------------
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