diff --git a/ckanext/reclinepreview/plugin.py b/ckanext/reclinepreview/plugin.py
index 460eaa7b37b..b7759ee404d 100644
--- a/ckanext/reclinepreview/plugin.py
+++ b/ckanext/reclinepreview/plugin.py
@@ -41,25 +41,6 @@ def datastore_fields(resource, valid_field_types):
             if f['type'] in valid_field_types]
 
 
-class ReclinePreview(p.SingletonPlugin):
-    '''DEPRECATED
-
-    Wrapper that loads every Recline plugin to ease the transition to the new
-    Resource Views.
-    '''
-    p.implements(p.IConfigurable)
-
-    WRAPPED_PLUGINS = ['recline_grid', 'recline_graph', 'recline_map']
-
-    def configure(self, config):
-        log.warn("Plugin 'resource_preview' is deprecated. "
-                 "Please, remove it and enable the Recline plugins "
-                 "(recline_grid, recline_graph, and recline_map) as needed.")
-        for plugin in self.WRAPPED_PLUGINS:
-            if not p.plugin_loaded(plugin):
-                p.load(plugin)
-
-
 class ReclineView(p.SingletonPlugin):
     '''
     This base class for the Recline view extensions.
@@ -89,6 +70,17 @@ def view_template(self, context, data_dict):
         return 'recline_view.html'
 
 
+class ReclinePreview(ReclineView):
+    '''
+    This extension views resources using a Recline MultiView.
+    '''
+
+    def info(self):
+        return {'name': 'recline_preview',
+                'title': 'Data Explorer',
+                'icon': 'table'}
+
+
 class ReclineGrid(ReclineView):
     '''
     This extension views resources using a Recline grid.
diff --git a/ckanext/reclinepreview/tests/test_view.py b/ckanext/reclinepreview/tests/test_view.py
index c6ddabc1f19..b6ae714578c 100644
--- a/ckanext/reclinepreview/tests/test_view.py
+++ b/ckanext/reclinepreview/tests/test_view.py
@@ -1,4 +1,3 @@
-import mock
 import paste.fixture
 import pylons.config as config
 
@@ -11,56 +10,6 @@
 import ckan.config.middleware as middleware
 
 
-class TestReclinePreview(object):
-    @classmethod
-    def setup_class(cls):
-        cls.plugins = ['recline_grid', 'recline_graph', 'recline_map']
-
-        for plugin in cls.plugins:
-            if p.plugin_loaded(plugin):
-                p.unload(plugin)
-
-    @classmethod
-    def teardown_class(cls):
-        p.load_all(config)
-
-    def teardown(self):
-        for plugin in ['recline_preview'] + self.plugins:
-            if p.plugin_loaded(plugin):
-                p.unload(plugin)
-
-    def test_loads_all_recline_plugins_when_its_loaded(self):
-        p.load('recline_preview')
-
-        for plugin in self.plugins:
-            assert p.plugin_loaded(plugin), "%s wasn't loaded" % plugin
-
-    def test_doesnt_try_to_load_already_loaded_plugins(self):
-        p.load('recline_grid')
-        p.load('recline_map')
-
-        p.load('recline_preview')
-
-        for plugin in self.plugins:
-            assert p.plugin_loaded(plugin), "%s wasn't loaded" % plugin
-
-    @mock.patch('logging.getLogger')
-    def test_loading_this_plugin_gives_a_warning(self, getLogger):
-        log = mock.MagicMock()
-        getLogger.return_value = log
-
-        p.load('recline_preview')
-
-        log.warn.assert_called_once()
-
-    def test_this_plugin_only_exists_on_ckan_2_3(self):
-        error_msg = ("Plugin 'resource_preview' plugin was created just to "
-                     "ease the transition between 2.2 and 2.3. It should be "
-                     "removed in later versions.")
-
-        assert p.toolkit.check_ckan_version('2.2', '2.3'), error_msg
-
-
 class BaseTestReclineView(tests.WsgiAppCase):
     @classmethod
     def setup_class(cls):
@@ -99,6 +48,15 @@ def test_title_description_iframe_shown(self):
         assert 'data-module="data-viewer"' in result.body
 
 
+class TestReclinePreview(BaseTestReclineView):
+    view_type = 'recline_preview'
+    view_class = previewplugin.ReclinePreview
+
+    def test_it_has_no_schema(self):
+        schema = self.p.info().get('schema')
+        assert schema is None, schema
+
+
 class TestReclineGrid(BaseTestReclineView):
     view_type = 'recline_grid'
     view_class = previewplugin.ReclineGrid
diff --git a/ckanext/reclinepreview/theme/public/preview_recline.js b/ckanext/reclinepreview/theme/public/preview_recline.js
index 3fa11e9699f..f448640f714 100644
--- a/ckanext/reclinepreview/theme/public/preview_recline.js
+++ b/ckanext/reclinepreview/theme/public/preview_recline.js
@@ -106,6 +106,8 @@ this.ckan.module('reclinepreview', function (jQuery, _) {
         }
 
         view = new recline.View.Map({model: dataset, state: state});
+      } else if(reclineView.view_type === "recline_preview") {
+        view = this._newDataExplorer(dataset);
       } else {
         // default to Grid
         view = new recline.View.SlickGrid({model: dataset});
@@ -116,18 +118,70 @@ this.ckan.module('reclinepreview', function (jQuery, _) {
         ];
       }
 
-      var newElements = $('<div />');
-      this._renderControls(newElements, controls, this.options.controlsClassName);
-      newElements.append(view.el);
-      $(this.el).html(newElements);
-      view.visible = true;
-      view.render();
+      // recline_preview automatically adds itself to the DOM, so we don't
+      // need to bother with it.
+      if(reclineView.view_type !== 'recline_preview') {
+        var newElements = $('<div />');
+        this._renderControls(newElements, controls, this.options.controlsClassName);
+        newElements.append(view.el);
+        $(this.el).html(newElements);
+        view.visible = true;
+        view.render();
+      }
 
       if(reclineView.view_type === "recline_graph") {
         view.redraw();
       }
     },
 
+    _newDataExplorer: function (dataset) {
+      var views = [
+        {
+          id: 'grid',
+          label: 'Grid',
+          view: new recline.View.SlickGrid({
+            model: dataset
+          })
+        },
+        {
+          id: 'graph',
+          label: 'Graph',
+          view: new recline.View.Graph({
+            model: dataset
+          })
+        },
+        {
+          id: 'map',
+          label: 'Map',
+          view: new recline.View.Map({
+            model: dataset
+          })
+        }
+      ];
+
+      var sidebarViews = [
+        {
+          id: 'valueFilter',
+          label: 'Filters',
+          view: new recline.View.ValueFilter({
+            model: dataset
+          })
+        }
+      ];
+
+      var dataExplorer = new recline.View.MultiView({
+        el: this.el,
+        model: dataset,
+        views: views,
+        sidebarViews: sidebarViews,
+        config: {
+          readOnly: true
+        }
+      });
+
+      return dataExplorer;
+    },
+
     normalizeUrl: function (url) {
       if (url.indexOf('https') === 0) {
         return 'http' + url.slice(5);