diff --git a/src/app/actions/datasets.ts b/src/app/actions/datasets.ts
index 20c4ef2..8297c42 100644
--- a/src/app/actions/datasets.ts
+++ b/src/app/actions/datasets.ts
@@ -4,6 +4,7 @@ import db from '@/lib/db';
 import { dataset } from '@/lib/model/dataset';
 import { eq } from 'drizzle-orm';
 import { revalidatePath } from 'next/cache';
+import { removeAllDatasetEntries } from './remove-dataset-entries';
 import { requireAdmin } from '@/lib/auth';
 
 export async function createDataset({ name, description }: { name: string; description?: string }) {
@@ -64,3 +65,24 @@ export async function updateDataset(
     throw new Error('Failed to update dataset');
   }
 }
+
+export async function deleteDataset(id: number) {
+  const result = await requireAdmin();
+  if (!result.authenticated || !result.admin) {
+    throw new Error('Unauthorized');
+  }
+
+  try {
+    // Remove all entries and their files using the existing action
+    await removeAllDatasetEntries(id);
+
+    // Then delete the dataset itself
+    await db.delete(dataset).where(eq(dataset.id, id));
+
+    revalidatePath('/admin');
+    return { success: true };
+  } catch (error) {
+    console.error('Error deleting dataset:', error);
+    throw new Error('Failed to delete dataset');
+  }
+}
diff --git a/src/app/admin/datasets/[id]/page.tsx b/src/app/admin/datasets/[id]/page.tsx
index e85d3db..21fd494 100644
--- a/src/app/admin/datasets/[id]/page.tsx
+++ b/src/app/admin/datasets/[id]/page.tsx
@@ -6,6 +6,7 @@ import EditableDatasetHeader from '@/components/EditableDatasetHeader';
 import DatasetEntriesList from '@/components/DatasetEntriesList';
 import UploadDatasetEntriesModal from '@/components/UploadDatasetEntriesModal';
 import RemoveAllEntriesButton from '@/components/RemoveAllEntriesButton';
+import DeleteDatasetButton from '@/components/DeleteDatasetButton';
 import { requireAdmin } from '@/lib/auth';
 import { redirect } from 'next/navigation';
 
@@ -69,6 +70,7 @@ export default async function DatasetPage({ params }: DatasetPageProps) {
         <div className="flex gap-3 mb-6">
           <UploadDatasetEntriesModal datasetId={datasetId} />
           <RemoveAllEntriesButton datasetId={datasetId} />
+          <DeleteDatasetButton datasetId={datasetId} datasetName={ds.name} />
         </div>
 
         <DatasetEntriesList datasetId={datasetId} />
diff --git a/src/components/DeleteDatasetButton.tsx b/src/components/DeleteDatasetButton.tsx
new file mode 100644
index 0000000..277addf
--- /dev/null
+++ b/src/components/DeleteDatasetButton.tsx
@@ -0,0 +1,84 @@
+'use client';
+
+import { useState } from 'react';
+import { deleteDataset } from '@/app/actions/datasets';
+import { useRouter } from 'next/navigation';
+
+interface DeleteDatasetButtonProps {
+  datasetId: number;
+  datasetName: string;
+}
+
+export default function DeleteDatasetButton({ datasetId, datasetName }: DeleteDatasetButtonProps) {
+  const [isConfirming, setIsConfirming] = useState(false);
+  const [loading, setLoading] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+  const router = useRouter();
+
+  async function handleConfirm() {
+    setLoading(true);
+    setError(null);
+
+    try {
+      await deleteDataset(datasetId);
+      setIsConfirming(false);
+      // Redirect to admin page after deletion
+      router.push('/admin');
+    } catch (err) {
+      const message = err instanceof Error ? err.message : 'Failed to delete dataset';
+      setError(message);
+    } finally {
+      setLoading(false);
+    }
+  }
+
+  if (isConfirming) {
+    return (
+      <div className="fixed inset-0 bg-black bg-opacity-50 flex items-center justify-center z-50">
+        <div className="bg-white rounded-lg shadow-lg p-6 max-w-sm">
+          <h3 className="text-lg font-semibold text-gray-900 mb-2">
+            Delete dataset "{datasetName}"?
+          </h3>
+          <p className="text-gray-600 mb-4">
+            This will permanently delete the dataset and all of its entries. This action cannot be undone.
+          </p>
+
+          {error && (
+            <div className="mb-4 p-3 bg-red-100 border border-red-400 text-red-700 rounded text-sm">
+              {error}
+            </div>
+          )}
+
+          <div className="flex gap-3">
+            <button
+              onClick={() => {
+                setIsConfirming(false);
+                setError(null);
+              }}
+              disabled={loading}
+              className="flex-1 px-4 py-2 bg-gray-300 text-gray-800 rounded-md hover:bg-gray-400 disabled:bg-gray-300 disabled:cursor-not-allowed transition-colors"
+            >
+              Cancel
+            </button>
+            <button
+              onClick={handleConfirm}
+              disabled={loading}
+              className="flex-1 px-4 py-2 bg-red-600 text-white rounded-md hover:bg-red-700 disabled:bg-red-400 disabled:cursor-not-allowed transition-colors"
+            >
+              {loading ? 'Deleting...' : 'Delete Dataset'}
+            </button>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <button
+      onClick={() => setIsConfirming(true)}
+      className="px-4 py-2 bg-red-500 text-white rounded-md hover:bg-red-600 transition-colors"
+    >
+      🗑️ Delete Dataset
+    </button>
+  );
+}