From 73d4ae477f07c19f85300cf81676feb8c8161306 Mon Sep 17 00:00:00 2001
From: Hobson Lane <hobs+gitlab@totalgood.com>
Date: Tue, 30 Jun 2020 10:45:52 -0700
Subject: [PATCH] more dependable info()

---
 src/nlpia/loaders.py | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/src/nlpia/loaders.py b/src/nlpia/loaders.py
index c75002c..d6ac57f 100644
--- a/src/nlpia/loaders.py
+++ b/src/nlpia/loaders.py
@@ -1058,11 +1058,20 @@ def get_data(name='sms-spam', nrows=None, limit=None):
     Utterance    basically each xfree86 upload will NOT force u...
     Name: 0, dtype: object
     >>> df = get_data('imdb_test')
-    >>> df.describe(include = 'all')
-                                            url     rating                                               text
-    count                                    20  20.000000                                                 20
-    unique                                    5        NaN                                                 20
-    top     http://www.imdb.com/title/...
+    >>> df.shape
+    (20, 3)
+    >>> df.columns
+    Index(['url', 'rating', 'text'], dtype='object')
+    >>> df.describe()
+              rating
+    count  20.000000
+    mean    5.450000
+    std     3.300319
+    min     1.000000
+    25%     3.000000
+    50%     5.500000
+    75%     8.250000
+    max    10.000000
     """
     nrows = nrows or limit
     if name in BIG_URLS: