diff --git a/wherehows-web/app/components/purge-policy.ts b/wherehows-web/app/components/purge-policy.ts
index de22a3f348..f7283335d3 100644
--- a/wherehows-web/app/components/purge-policy.ts
+++ b/wherehows-web/app/components/purge-policy.ts
@@ -5,14 +5,29 @@ import {
   baseCommentEditorOptions,
   exemptPolicy,
   isExempt,
+  missingPolicyText,
   PurgePolicy,
   purgePolicyProps
 } from 'wherehows-web/constants';
 import noop from 'wherehows-web/utils/noop';
 
 export default Component.extend({
+  /**
+   * Reference to the purge exempt policy
+   * @type {string}
+   */
   exemptPolicy,
 
+  /**
+   * Reference to the informational text if the dataset does not have a saved purge policy
+   * @type {string}
+   */
+  missingPolicyText,
+
+  /**
+   * Reference to client options for each purge policy
+   * @type {PurgePolicyProperties}
+   */
   purgePolicyProps,
 
   /**
diff --git a/wherehows-web/app/constants/dataset-purge-policy.ts b/wherehows-web/app/constants/dataset-purge-policy.ts
index fb205474e6..1284b9a10f 100644
--- a/wherehows-web/app/constants/dataset-purge-policy.ts
+++ b/wherehows-web/app/constants/dataset-purge-policy.ts
@@ -35,7 +35,13 @@ const purgePolicyProps: PurgePolicyProperties = {
     displayAs: 'Auto Purge'
   },
   MANUAL_PURGE: {
-    platforms: [DatasetPlatform.MySql, DatasetPlatform.Espresso, DatasetPlatform.Teradata, DatasetPlatform.Oracle, DatasetPlatform.HDFS],
+    platforms: [
+      DatasetPlatform.MySql,
+      DatasetPlatform.Espresso,
+      DatasetPlatform.Teradata,
+      DatasetPlatform.Oracle,
+      DatasetPlatform.HDFS
+    ],
     desc: 'Choose this option only if you or your team have implemented a custom mechanism to purge this dataset.',
     displayAs: 'Manual Purge'
   },
@@ -69,4 +75,10 @@ const exemptPolicy = PurgePolicy.PurgeExempt;
  */
 const isExempt = (policy: PurgePolicy) => policy === PurgePolicy.PurgeExempt;
 
-export { PurgePolicy, purgePolicyProps, isExempt, exemptPolicy };
+/**
+ * User informational text for datasets without a purge policy
+ * @type {string}
+ */
+const missingPolicyText = 'This dataset does not have a current compliance purge policy.';
+
+export { PurgePolicy, purgePolicyProps, isExempt, exemptPolicy, missingPolicyText };
diff --git a/wherehows-web/app/styles/components/dataset-property/_all.scss b/wherehows-web/app/styles/components/dataset-property/_all.scss
index 9922be07cc..cbb4608995 100644
--- a/wherehows-web/app/styles/components/dataset-property/_all.scss
+++ b/wherehows-web/app/styles/components/dataset-property/_all.scss
@@ -1 +1,2 @@
 @import 'deprecated-dataset';
+@import 'removed-dataset';
diff --git a/wherehows-web/app/styles/components/dataset-property/_removed-dataset.scss b/wherehows-web/app/styles/components/dataset-property/_removed-dataset.scss
new file mode 100644
index 0000000000..2e5cc60c5e
--- /dev/null
+++ b/wherehows-web/app/styles/components/dataset-property/_removed-dataset.scss
@@ -0,0 +1,5 @@
+.removed-dataset {
+  @include pill(set-color(red, maroonflush), set-color(white, base));
+  margin-top: item-spacing(3);
+  line-height: item-spacing(5);
+}
diff --git a/wherehows-web/app/templates/components/purge-policy.hbs b/wherehows-web/app/templates/components/purge-policy.hbs
index 79fc8f3cc5..fddd78e9eb 100644
--- a/wherehows-web/app/templates/components/purge-policy.hbs
+++ b/wherehows-web/app/templates/components/purge-policy.hbs
@@ -54,7 +54,7 @@
       </li>
     {{else}}
 
-      <p>This dataset does not have a current compliance purge policy.</p>
+      <p>{{missingPolicyText}}</p>
       <sub>To update, click edit and follow the steps</sub>
 
     {{/if}}
diff --git a/wherehows-web/app/templates/datasets/dataset.hbs b/wherehows-web/app/templates/datasets/dataset.hbs
index e48d8f1c82..8a5c46b942 100644
--- a/wherehows-web/app/templates/datasets/dataset.hbs
+++ b/wherehows-web/app/templates/datasets/dataset.hbs
@@ -11,6 +11,23 @@
 
     <div class="row">
       <div class="col-xs-5">
+        {{#if datasetView.removed}}
+          <span class="removed-dataset">
+            REMOVED
+          </span>
+
+          <sup>
+              <span
+                class="glyphicon glyphicon-question-sign"
+                title="This dataset has been removed">
+                {{tooltip-on-element
+                  event="hover"
+                  text="This dataset has been removed"
+                }}
+              </span>
+          </sup>
+        {{/if}}
+
         {{#if datasetView.deprecated}}
           <a data-toggle="tab" href="#propertiestab" {{action "showProperties" preventDefault=false}}>
             <span class="deprecated-dataset">
@@ -19,7 +36,7 @@
             <sup>
               <span
                 class="glyphicon glyphicon-question-sign"
-                title={{helpText.classification}}>
+                title="Click to view dataset properties">
                 {{tooltip-on-element
                   event="hover"
                   text="Click to view dataset properties"
diff --git a/wherehows-web/tests/integration/components/purge-policy-test.js b/wherehows-web/tests/integration/components/purge-policy-test.js
new file mode 100644
index 0000000000..b4e6001803
--- /dev/null
+++ b/wherehows-web/tests/integration/components/purge-policy-test.js
@@ -0,0 +1,99 @@
+import { moduleForComponent, test } from 'ember-qunit';
+import hbs from 'htmlbars-inline-precompile';
+import { triggerEvent } from 'ember-native-dom-helpers';
+import { missingPolicyText, purgePolicyProps, exemptPolicy } from 'wherehows-web/constants';
+
+moduleForComponent('purge-policy', 'Integration | Component | purge policy', {
+  integration: true
+});
+
+const policyList = '.purge-policy-list';
+const policyTypes = Object.keys(purgePolicyProps);
+
+test('it renders', function(assert) {
+  assert.expect(1);
+
+  this.render(hbs`{{purge-policy}}`);
+
+  assert.equal(document.querySelector(policyList).tagName, 'UL', 'expected component element is rendered');
+});
+
+test('it renders each purge policy in edit mode', function(assert) {
+  assert.expect(1);
+  const purgePoliciesLength = policyTypes.length;
+
+  this.set('isEditable', true);
+  this.render(hbs`{{purge-policy isEditable=isEditable}}`);
+
+  assert.equal(
+    document.querySelectorAll(`${policyList} [type=radio]`).length,
+    purgePoliciesLength,
+    'all policies are rendered'
+  );
+});
+
+test('it triggers the onPolicyChange action', function(assert) {
+  assert.expect(2);
+  let onPolicyChangeActionCallCount = 0;
+
+  this.set('isEditable', true);
+
+  this.set('onPolicyChange', () => {
+    assert.equal(++onPolicyChangeActionCallCount, 1, 'onPolicyChange action is invoked when change event is triggered');
+  });
+
+  this.render(hbs`{{purge-policy onPolicyChange=onPolicyChange isEditable=isEditable}}`);
+  assert.equal(onPolicyChangeActionCallCount, 0, 'onPolicyChange action is not invoked on instantiation');
+
+  triggerEvent(`${policyList} [type=radio]`, 'change');
+});
+
+test('it renders a user message if the purge policy is not set and is in readonly mode', function(assert) {
+  assert.expect(1);
+
+  this.render(hbs`{{purge-policy}}`);
+  assert.equal(
+    document.querySelector(`${policyList} p`).textContent,
+    missingPolicyText,
+    `${missingPolicyText} is rendered`
+  );
+});
+
+test('it indicates the currently selected purge policy', function(assert) {
+  assert.expect(1);
+  const selectedPolicy = policyTypes[1];
+  const platform = purgePolicyProps[selectedPolicy].platforms[0];
+
+  this.set('isEditable', true);
+  this.set('platform', platform);
+  this.set('purgePolicy', selectedPolicy);
+
+  this.render(hbs`{{purge-policy isEditable=isEditable purgePolicy=purgePolicy platform=platform}}`);
+
+  assert.ok(
+    document.querySelector(`${policyList} [type=radio][value=${selectedPolicy}]`).checked,
+    `${selectedPolicy} radio is checked`
+  );
+});
+
+test('it focuses the comment element for exempt policy', function(assert) {
+  assert.expect(1);
+
+  const focusEditor = () => {
+    assert.equal(++focusMethodCount, 1, 'focusEditor action is invoked');
+  };
+  let selectedPolicy = exemptPolicy;
+  let platform = purgePolicyProps[selectedPolicy].platforms[0];
+  let focusMethodCount = 0;
+
+  this.setProperties({
+    platform,
+    focusEditor,
+    isEditable: true,
+    purgePolicy: selectedPolicy
+  });
+
+  this.render(
+    hbs`{{purge-policy isEditable=isEditable purgePolicy=purgePolicy platform=platform focusEditor=focusEditor}}`
+  );
+});