neurodebian
diff --git a/‎CONTRIBUTING.md
+1-1 b/‎CONTRIBUTING.md
+1-1
diff --git a/‎README.md
+6 b/‎README.md
+6
diff --git a/‎ci/install_conda.sh
+1-1 b/‎ci/install_conda.sh
+1-1
diff --git a/‎doc/source/categorical.rst
+3-3 b/‎doc/source/categorical.rst
+3-3
diff --git a/‎doc/source/comparison_with_r.rst
+4 b/‎doc/source/comparison_with_r.rst
+4
@@ -19,7 +19,7 @@ looking for a quick way to help out.
         ...
         ```
 
-  - Include the full version string of pandas and it's dependencies. In recent (>0.12) versions
+  - Include the full version string of pandas and its dependencies. In recent (>0.12) versions
     of pandas you can use a built in function:
 
     ```python
 
@@ -87,6 +87,12 @@ or  `pip`:
 pip install pandas
 ```
 
+or  `conda`:
+
+```sh
+conda install pandas
+```
+
 ## Dependencies
 - [NumPy](http://www.numpy.org): 1.7.0 or higher
 - [python-dateutil](http://labix.org/python-dateutil): 1.5 or higher
 
@@ -98,7 +98,7 @@ fi
 
 python setup.py build_ext --inplace && python setup.py develop
 
-for package in beautifulsoup4 'python-dateutil'; do
+for package in beautifulsoup4; do
     pip uninstall --yes $package
 done
 
 
@@ -386,9 +386,9 @@ categories or a categorical with any list-like object, will raise a TypeError.
 
 .. ipython:: python
 
-    cat = Series(Categorical([1,2,3], categories=[3,2,1]))
-    cat_base = Series(Categorical([2,2,2], categories=[3,2,1]))
-    cat_base2 = Series(Categorical([2,2,2]))
+    cat = Series([1,2,3]).astype("category", categories=[3,2,1], ordered=True)
+    cat_base = Series([2,2,2]).astype("category", categories=[3,2,1], ordered=True)
+    cat_base2 = Series([2,2,2]).astype("category", ordered=True)
 
     cat
     cat_base
 
@@ -27,6 +27,10 @@ libraries, we care about the following things:
 This page is also here to offer a bit of a translation guide for users of these
 R packages.
 
+For transfer of ``DataFrame`` objects from ``pandas`` to R, one option is to
+use HDF5 files, see :ref:`io.external_compatibility` for an
+example.
+
 Base R
 ------