@@ -55,7 +55,7 @@ After doing this, you may call the method corresponding to request type
5555(e.g., ``city `` or ``country ``), passing it the IP address you want to look up.
5656
5757If the request succeeds, the method call will return a model class for the
58- end point you called. This model in turn contains multiple record classes,
58+ endpoint you called. This model in turn contains multiple record classes,
5959each of which represents part of the data returned by the web service.
6060
6161If the request fails, the client class throws an exception.
@@ -181,11 +181,11 @@ Database Usage
181181
182182To use the database API, you first construct a ``geoip2.database.Reader `` using
183183the path to the file as the first argument. After doing this, you may call the
184- method corresponding to request type (e.g., ``city `` or ``country ``), passing it
184+ method corresponding to database type (e.g., ``city `` or ``country ``), passing it
185185the IP address you want to look up.
186186
187- If the request succeeds, the method call will return a model class for the
188- end point you called. This model in turn contains multiple record classes,
187+ If the lookup succeeds, the method call will return a model class for the
188+ database method you called. This model in turn contains multiple record classes,
189189each of which represents part of the data for the record.
190190
191191If the request fails, the reader class throws an exception.
@@ -420,7 +420,7 @@ What data is returned?
420420----------------------
421421
422422While many of the models contain the same basic records, the attributes which
423- can be populated vary between web service end points or databases. In
423+ can be populated vary between web service endpoints or databases. In
424424addition, while a model may offer a particular piece of data, MaxMind does not
425425always have every piece of data for any given IP address.
426426
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