Fix typos in README

README.rst

@@ -2,17 +2,17 @@ beangulp: Importers Framework for Beancount
 -------------------------------------------
 
 ``beangulp`` provides a framework for importing transactions into a
-Beancoount ledger from account statements and other documents and for
+Beancount ledger from account statements and other documents and for
 managing documents.
 
 ``beangulp`` is compatible with both Beancount 2.3 and the unreleased
-Beancount 3.0. ``beangup`` is the evolution of ``beancount.ingest`` in
+Beancount 3.0. ``beangulp`` is the evolution of ``beancount.ingest`` in
 Beancount 2.3 and replaces it in the upcoming Beancount 3.0 release.
 
 Documentation is available in form of code docstrings and
 `examples`__.  The `documentation`__ for ``beancount.ingest`` provided
 a good introduction and is still partially relevant to ``beangulp``.
-The rest of the Beancount deocumentation can be found `here`__.
+The rest of the Beancount documentation can be found `here`__.
 
 __ https://github.com/beancount/beangulp/tree/master/examples/
 __ https://beancount.github.io/docs/importing_external_data.html