diff --git a/packages/backend/src/scripts/data-migration.ts b/packages/backend/src/scripts/data-migration.ts
index beba5e2..b28f34d 100644
--- a/packages/backend/src/scripts/data-migration.ts
+++ b/packages/backend/src/scripts/data-migration.ts
@@ -44,7 +44,7 @@ function copyFile(src: string, dest: string) {
 async function migrateFiles() {
   console.log("📁 Migrating files...");
   const { rows } = await query(
-    `SELECT id, title, description, filename_disk, type, filesize, duration, uploaded_by, date_created
+    `SELECT id, title, description, filename_disk, type, filesize, duration, uploaded_by, uploaded_on as date_created
      FROM directus_files`,
   );
 
@@ -95,8 +95,8 @@ async function migrateUsers() {
   console.log("👥 Migrating users...");
   const { rows } = await query(
     `SELECT u.id, u.email, u.password, u.first_name, u.last_name,
-            u.description, u.avatar, u.date_created,
-            u.artist_name, u.slug, u.email_notifications_key,
+            u.description, u.avatar, u.join_date as date_created,
+            u.artist_name, u.slug,
             r.name as role_name
      FROM directus_users u
      LEFT JOIN directus_roles r ON u.role = r.id
@@ -147,7 +147,7 @@ async function migrateUsers() {
         JSON.stringify(tags),
         role,
         user.avatar,
-        true, // Assume existing users are verified
+        true,
         user.date_created,
       ],
     );
@@ -160,7 +160,7 @@ async function migrateUsers() {
 async function migrateUserPhotos() {
   console.log("🖼️  Migrating user photos...");
   const { rows } = await query(
-    `SELECT directus_users_id as user_id, directus_files_id as file_id, sort
+    `SELECT directus_users_id as user_id, directus_files_id as file_id
      FROM junction_directus_users_files`,
   );
 
@@ -173,7 +173,7 @@ async function migrateUserPhotos() {
     await query(
       `INSERT INTO user_photos (user_id, file_id, sort) VALUES ($1, $2, $3)
        ON CONFLICT DO NOTHING`,
-      [row.user_id, row.file_id, row.sort || 0],
+      [row.user_id, row.file_id, 0],
     );
     migrated++;
   }
@@ -222,7 +222,7 @@ async function migrateVideos() {
   console.log("🎬 Migrating videos...");
   const { rows } = await query(
     `SELECT id, slug, title, description, image, movie, tags, upload_date,
-            premium, featured, likes_count, plays_count
+            premium, featured
      FROM sexy_videos`,
   );
 
@@ -244,8 +244,8 @@ async function migrateVideos() {
         video.upload_date,
         video.premium,
         video.featured,
-        video.likes_count || 0,
-        video.plays_count || 0,
+        0,
+        0,
       ],
     );
     migrated++;
@@ -329,7 +329,7 @@ async function migrateRecordings() {
   console.log("🎙️  Migrating recordings...");
   const { rows } = await query(
     `SELECT id, title, description, slug, duration, events, device_info,
-            user_created as user_id, status, tags, linked_video, featured, public,
+            user_created as user_id, status, tags, linked_video, public,
             original_recording_id, date_created, date_updated
      FROM sexy_recordings`,
   );
@@ -338,9 +338,9 @@ async function migrateRecordings() {
   for (const recording of rows) {
     await query(
       `INSERT INTO recordings (id, title, description, slug, duration, events, device_info,
-                               user_id, status, tags, linked_video, featured, public,
+                               user_id, status, tags, linked_video, public,
                                original_recording_id, date_created, date_updated)
-       VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15, $16)
+       VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15)
        ON CONFLICT (id) DO NOTHING`,
       [
         recording.id,
@@ -356,7 +356,6 @@ async function migrateRecordings() {
         recording.status,
         Array.isArray(recording.tags) ? JSON.stringify(recording.tags) : recording.tags,
         recording.linked_video,
-        recording.featured,
         recording.public,
         recording.original_recording_id,
         recording.date_created,