diff --git a/tutoraspects/templates/aspects/apps/superset/pythonpath/create_assets.py b/tutoraspects/templates/aspects/apps/superset/pythonpath/create_assets.py
index ce7b53a96..305a350ae 100644
--- a/tutoraspects/templates/aspects/apps/superset/pythonpath/create_assets.py
+++ b/tutoraspects/templates/aspects/apps/superset/pythonpath/create_assets.py
@@ -12,7 +12,6 @@
 from pathlib import Path
 
 from superset import security_manager
-from superset.commands.dataset.refresh import RefreshDatasetCommand
 from superset.examples.utils import load_configs_from_directory
 from superset.extensions import db
 from superset.models.dashboard import Dashboard
@@ -20,7 +19,6 @@
 from superset.utils.database import get_or_create_db
 from superset.models.embedded_dashboard import EmbeddedDashboard
 from pythonpath.localization import get_translation
-from flask import g
 from superset.connectors.sqla.utils import get_columns_description
 
 BASE_DIR = "/app/assets/superset"
@@ -294,14 +292,8 @@ def update_datasets():
         db.session.query(SqlaTable).all()
     )
     for dataset in datasets:
-        try:
-            if dataset_is_empty(dataset):
-                print(f"Dataset {dataset.table_name} is empty")
-                continue
-            RefreshDatasetCommand(dataset.id).run()
-            print(f"Refreshing dataset {dataset.table_name}")
-        except Exception as e:
-            print(f"Failed to refresh dataset {dataset.table_name}")
+        print(f"Refreshing dataset {dataset.table_name}")
+        dataset.fetch_metadata(commit=True)
 
 
 def dataset_is_empty(dataset):
diff --git a/tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/datasets/fact_video_plays.yaml b/tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/datasets/fact_video_plays.yaml
index b362118d9..2ef1233f8 100644
--- a/tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/datasets/fact_video_plays.yaml
+++ b/tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/datasets/fact_video_plays.yaml
@@ -86,6 +86,18 @@ columns:
   python_date_format: null
   type: String
   verbose_name: Video Name
+- advanced_data_type: null
+  column_name: video_position
+  description: null
+  expression: null
+  extra: {}
+  filterable: true
+  groupby: true
+  is_active: true
+  is_dttm: false
+  python_date_format: null
+  type: Decimal(9, 2)
+  verbose_name: Video Position
 - advanced_data_type: null
   column_name: org
   description: null
@@ -98,6 +110,54 @@ columns:
   python_date_format: null
   type: String
   verbose_name: Organization
+- advanced_data_type: null
+  column_name: video_duration
+  description: null
+  expression: null
+  extra: {}
+  filterable: true
+  groupby: true
+  is_active: true
+  is_dttm: false
+  python_date_format: null
+  type: Int64
+  verbose_name: Video Duration
+- advanced_data_type: null
+  column_name: graded
+  description: null
+  expression: null
+  extra: {}
+  filterable: true
+  groupby: true
+  is_active: true
+  is_dttm: false
+  python_date_format: null
+  type: Bool
+  verbose_name: Graded
+- advanced_data_type: null
+  column_name: visualization_bucket
+  description: null
+  expression: null
+  extra: {}
+  filterable: true
+  groupby: true
+  is_active: true
+  is_dttm: false
+  python_date_format: null
+  type: String
+  verbose_name: Visualization Bucket
+- advanced_data_type: null
+  column_name: video_id
+  description: null
+  expression: null
+  extra: {}
+  filterable: true
+  groupby: true
+  is_active: true
+  is_dttm: false
+  python_date_format: null
+  type: String
+  verbose_name: Video ID
 database_uuid: 21174b6c-4d40-4958-8161-d6c3cf5e77b6
 default_endpoint: null
 description: null
@@ -130,7 +190,8 @@ metrics:
   d3format: null
   description: null
   expression: COUNT(*)
-  extra: null
+  extra:
+    warning_markdown: ''
   metric_name: count
   metric_type: count
   verbose_name: COUNT(*)