From fda00bd246f8a1ac282efd8d4ca41c6bb5413777 Mon Sep 17 00:00:00 2001
From: Joe Hamman <jhamman1@uw.edu>
Date: Sat, 27 Aug 2016 12:04:51 -0700
Subject: [PATCH] Update the Multimension coordinate groupby example (#983)

* update rasm example ipython notebook and rst

* update multidim coords example
---
 doc/examples/multidimensional-coords.rst      | 11 ++++-----
 examples/xarray_multidimensional_coords.ipynb | 24 ++++++-------------
 2 files changed, 11 insertions(+), 24 deletions(-)

diff --git a/doc/examples/multidimensional-coords.rst b/doc/examples/multidimensional-coords.rst
index 3c425e6b07f..2658f89367a 100644
--- a/doc/examples/multidimensional-coords.rst
+++ b/doc/examples/multidimensional-coords.rst
@@ -25,21 +25,18 @@ such datasets.
 
 .. parsed-literal::
 
-    ('numpy version  : ', '1.11.0')
-    ('pandas version : ', u'0.18.0')
-    ('xarray version   : ', '0.7.2-32-gf957eb8')
+    numpy version  :  1.11.1
+    pandas version :  0.18.1
+    xarray version :  0.8.2
 
 
 As an example, consider this dataset from the
 `xarray-data <https://github.com/pydata/xarray-data>`__ repository.
 
-.. code:: python
-
-    ! curl -L -O https://github.com/pydata/xarray-data/raw/master/RASM_example_data.nc
 
 .. code:: python
 
-    ds = xr.open_dataset('RASM_example_data.nc')
+    ds = xr.tutorial.load_dataset('rasm')
     ds
 
 
diff --git a/examples/xarray_multidimensional_coords.ipynb b/examples/xarray_multidimensional_coords.ipynb
index 264eea9e0b9..bed7e8b962f 100644
--- a/examples/xarray_multidimensional_coords.ipynb
+++ b/examples/xarray_multidimensional_coords.ipynb
@@ -48,17 +48,6 @@
     "As an example, consider this dataset from the [xarray-data](https://github.com/pydata/xarray-data) repository."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [],
-   "source": [
-    "! curl -L -O https://github.com/pydata/xarray-data/raw/master/RASM_example_data.nc"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 2,
@@ -99,7 +88,7 @@
     }
    ],
    "source": [
-    "ds = xr.open_dataset('RASM_example_data.nc')\n",
+    "ds = xr.tutorial.load_dataset('rasm')\n",
     "ds"
    ]
   },
@@ -314,22 +303,23 @@
   }
  ],
  "metadata": {
+  "anaconda-cloud": {},
   "kernelspec": {
-   "display_name": "Python 2",
+   "display_name": "Python [Root]",
    "language": "python",
-   "name": "python2"
+   "name": "Python [Root]"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 2
+    "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython2",
-   "version": "2.7.11"
+   "pygments_lexer": "ipython3",
+   "version": "3.5.2"
   }
  },
  "nbformat": 4,