diff --git a/src/applications/multimeter/controller/MultimeterSampleController.php b/src/applications/multimeter/controller/MultimeterSampleController.php
--- a/src/applications/multimeter/controller/MultimeterSampleController.php
+++ b/src/applications/multimeter/controller/MultimeterSampleController.php
@@ -8,15 +8,7 @@
 
   public function handleRequest(AphrontRequest $request) {
     $viewer = $this->getViewer();
-
-    $group_map = array(
-      'type' => 'eventType',
-      'host' => 'eventHostID',
-      'context' => 'eventContextID',
-      'viewer' => 'eventViewerID',
-      'request' => 'requestKey',
-      'label' => 'eventLabelID',
-    );
+    $group_map = $this->getColumnMap();
 
     $group = explode('.', $request->getStr('group'));
     $group = array_intersect($group, array_keys($group_map));
@@ -31,17 +23,38 @@
 
     $table = new MultimeterEvent();
     $conn = $table->establishConnection('r');
+
+    $where = array();
+    $where[] = qsprintf(
+      $conn,
+      'epoch >= %d AND epoch <= %d',
+      $ago,
+      $now);
+
+    $with = array();
+    foreach ($group_map as $key => $column) {
+      $with[$key] = $request->getStrList($key);
+      if ($with[$key]) {
+        $where[] = qsprintf(
+          $conn,
+          '%T IN (%Ls)',
+          $column,
+          $with[$key]);
+      }
+    }
+
+    $where = '('.implode(') AND (', $where).')';
+
     $data = queryfx_all(
       $conn,
       'SELECT *, count(*) N, SUM(sampleRate * resourceCost) as totalCost
         FROM %T
-        WHERE epoch >= %d AND epoch <= %d
+        WHERE %Q
         GROUP BY %Q
         ORDER BY totalCost DESC, MAX(id) DESC
         LIMIT 100',
       $table->getTableName(),
-      $ago,
-      $now,
+      $where,
       implode(', ', array_select_keys($group_map, $group)));
 
     $this->loadDimensions($data);
@@ -51,6 +64,12 @@
 
       if (isset($group['request'])) {
         $request_col = $row['requestKey'];
+        if (!$with['request']) {
+          $request_col = $this->renderSelectionLink(
+            'request',
+            $row['requestKey'],
+            $request_col);
+        }
       } else {
         $request_col = $this->renderGroupingLink($group, 'request');
       }
@@ -58,6 +77,12 @@
       if (isset($group['viewer'])) {
         $viewer_col = $this->getViewerDimension($row['eventViewerID'])
           ->getName();
+        if (!$with['viewer']) {
+          $viewer_col = $this->renderSelectionLink(
+            'viewer',
+            $row['eventViewerID'],
+            $viewer_col);
+        }
       } else {
         $viewer_col = $this->renderGroupingLink($group, 'viewer');
       }
@@ -65,6 +90,12 @@
       if (isset($group['context'])) {
         $context_col = $this->getContextDimension($row['eventContextID'])
           ->getName();
+        if (!$with['context']) {
+          $context_col = $this->renderSelectionLink(
+            'context',
+            $row['eventContextID'],
+            $context_col);
+        }
       } else {
         $context_col = $this->renderGroupingLink($group, 'context');
       }
@@ -72,6 +103,12 @@
       if (isset($group['host'])) {
         $host_col = $this->getHostDimension($row['eventHostID'])
           ->getName();
+        if (!$with['host']) {
+          $host_col = $this->renderSelectionLink(
+            'host',
+            $row['eventHostID'],
+            $host_col);
+        }
       } else {
         $host_col = $this->renderGroupingLink($group, 'host');
       }
@@ -79,10 +116,25 @@
       if (isset($group['label'])) {
         $label_col = $this->getLabelDimension($row['eventLabelID'])
           ->getName();
+        if (!$with['label']) {
+          $label_col = $this->renderSelectionLink(
+            'label',
+            $row['eventLabelID'],
+            $label_col);
+        }
       } else {
         $label_col = $this->renderGroupingLink($group, 'label');
       }
 
+      if ($with['type']) {
+        $type_col = MultimeterEvent::getEventTypeName($row['eventType']);
+      } else {
+        $type_col = $this->renderSelectionLink(
+          'type',
+          $row['eventType'],
+          MultimeterEvent::getEventTypeName($row['eventType']));
+      }
+
       $rows[] = array(
         ($row['N'] == 1)
           ? $row['id']
@@ -91,7 +143,7 @@
         $viewer_col,
         $context_col,
         $host_col,
-        MultimeterEvent::getEventTypeName($row['eventType']),
+        $type_col,
         $label_col,
         MultimeterEvent::formatResourceCost(
           $viewer,
@@ -139,7 +191,9 @@
       ->appendChild($table);
 
     $crumbs = $this->buildApplicationCrumbs();
-    $crumbs->addTextCrumb(pht('Samples'), $this->getGroupURI(array()));
+    $crumbs->addTextCrumb(
+      pht('Samples'),
+      $this->getGroupURI(array(), true));
 
     $crumb_map = array(
       'host' => pht('By Host'),
@@ -157,7 +211,7 @@
       $parts[$item] = $item;
       $crumbs->addTextCrumb(
         idx($crumb_map, $item, $item),
-        $this->getGroupURI($parts));
+        $this->getGroupURI($parts, true));
     }
 
     return $this->buildApplicationPage(
@@ -183,12 +237,48 @@
       pht('(All)'));
   }
 
-  private function getGroupURI(array $group) {
+  private function getGroupURI(array $group, $wipe = false) {
     unset($group['type']);
     $uri = clone $this->getRequest()->getRequestURI();
-    $uri->setQueryParam('group', implode('.', $group));
+
+    $group = implode('.', $group);
+    if (!strlen($group)) {
+      $group = null;
+    }
+    $uri->setQueryParam('group', $group);
+
+    if ($wipe) {
+      foreach ($this->getColumnMap() as $key => $column) {
+        $uri->setQueryParam($key, null);
+      }
+    }
+
     return $uri;
   }
 
+  private function renderSelectionLink($key, $value, $link_text) {
+    $value = (array)$value;
+
+    $uri = clone $this->getRequest()->getRequestURI();
+    $uri->setQueryParam($key, implode(',', $value));
+
+    return phutil_tag(
+      'a',
+      array(
+        'href' => $uri,
+      ),
+      $link_text);
+  }
+
+  private function getColumnMap() {
+    return array(
+      'type' => 'eventType',
+      'host' => 'eventHostID',
+      'context' => 'eventContextID',
+      'viewer' => 'eventViewerID',
+      'request' => 'requestKey',
+      'label' => 'eventLabelID',
+    );
+  }
 
 }