diff --git a/docs/source/data_asset_module.rst b/docs/source/data_asset_module.rst
index 8f5a0c3105e8..000599613601 100644
--- a/docs/source/data_asset_module.rst
+++ b/docs/source/data_asset_module.rst
@@ -33,7 +33,6 @@ great_expectations.data_asset.file_data_asset
         :undoc-members:
         :show-inheritance:
 
-
 great_expectations.data_asset.util
 ----------------------------------
 
diff --git a/docs/source/dataset_module.rst b/docs/source/dataset_module.rst
index 299599a45ac3..f252088a3237 100644
--- a/docs/source/dataset_module.rst
+++ b/docs/source/dataset_module.rst
@@ -3,10 +3,10 @@
 Dataset Module
 ==================================
 
-great_expectations.dataset.base
--------------------------------
+great_expectations.dataset.dataset
+----------------------------------
 
-.. automodule:: great_expectations.dataset.base
+.. automodule:: great_expectations.dataset.dataset
     :members:
     :undoc-members:
     :show-inheritance:
@@ -62,7 +62,7 @@ great_expectations.dataset.util
 
 
 great_expectations.dataset.autoinspect
--------------------------------
+--------------------------------------
 
 .. automodule:: great_expectations.dataset.autoinspect
     :members:
diff --git a/docs/source/index.rst b/docs/source/index.rst
index e2821dce7084..691b4ccc144b 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -39,6 +39,7 @@ Module Docs
 .. toctree::
    :maxdepth: 2
 
+   data_asset_module
    dataset_module
    data_context_module
 
diff --git a/docs/source/result_format.rst b/docs/source/result_format.rst
index c7449e40d79f..53fd3f199152 100644
--- a/docs/source/result_format.rst
+++ b/docs/source/result_format.rst
@@ -31,7 +31,7 @@ including interactive exploratory work and automatic validation.
 +---------------------------------------+----------------+----------------+----------------+----------------+
 |    details (dictionary)               |Defined on a per-expectation basis                                 |
 +---------------------------------------+----------------+----------------+----------------+----------------+
-| Fields defined for `column_map_expectation` type expectations:                                       |
+| Fields defined for `column_map_expectation` type expectations:                                            |
 +---------------------------------------+----------------+----------------+----------------+----------------+
 |    unexpected_count                   |no              |yes             |yes             |yes             |
 +---------------------------------------+----------------+----------------+----------------+----------------+
@@ -49,7 +49,7 @@ including interactive exploratory work and automatic validation.
 +---------------------------------------+----------------+----------------+----------------+----------------+
 |    unexpected_list                    |no              |no              |no              |yes             |
 +---------------------------------------+----------------+----------------+----------------+----------------+
-| Fields defined for `column_aggregate_expectation` type expectations:                                 |
+| Fields defined for `column_aggregate_expectation` type expectations:                                      |
 +---------------------------------------+----------------+----------------+----------------+----------------+
 |    observed_value                     |no              |yes             |yes             |yes             |
 +---------------------------------------+----------------+----------------+----------------+----------------+
diff --git a/docs/source/roadmap_changelog.rst b/docs/source/roadmap_changelog.rst
index 2ff7e96638ee..d296610cc6e5 100644
--- a/docs/source/roadmap_changelog.rst
+++ b/docs/source/roadmap_changelog.rst
@@ -13,7 +13,7 @@ Planned Features
 
 
 v.0.5.1__develop
----------------
+----------------
 
 
 v.0.5.1