Update README.md

README.md

@@ -9,7 +9,7 @@ size_categories:
 - 1B<n<10B
 
 configs:
-- config_name: flat-50m
+- config_name: flat-multievent-50m
   data_files:
 #     - flat/50m/likes.parquet
 #     - flat/50m/listens.parquet
@@ -17,7 +17,7 @@ configs:
     - flat/50m/multi_event.parquet
 #     - flat/50m/dislikes.parquet
 #     - flat/50m/undislikes.parquet
-- config_name: flat-500m
+- config_name: flat-multievent-500m
   data_files:
 #     - flat/500m/likes.parquet
 #     - flat/500m/listens.parquet
@@ -25,7 +25,7 @@ configs:
     - flat/500m/multi_event.parquet
 #     - flat/500m/dislikes.parquet
 #     - flat/500m/undislikes.parquet
-- config_name: flat-5b
+- config_name: flat-multievent-5b
   data_files:
 #     - flat/5b/likes.parquet
 #     - flat/5b/listens.parquet
@@ -33,28 +33,28 @@ configs:
     - flat/5b/multi_event.parquet
 #     - flat/5b/dislikes.parquet
 #     - flat/5b/undislikes.parquet
-# - config_name: sequential-50m
-#   data_files:
+- config_name: sequential-multievent-50m
+  data_files:
 #     - sequential/50m/likes.parquet
 #     - sequential/50m/listens.parquet
 #     - sequential/50m/unlikes.parquet
-#     - sequential/50m/multi_event.parquet
+    - sequential/50m/multi_event.parquet
 #     - sequential/50m/dislikes.parquet
 #     - sequential/50m/undislikes.parquet
-# - config_name: sequential-500m
-#   data_files:
+- config_name: sequential-multievent-500m
+  data_files:
 #     - sequential/500m/likes.parquet
 #     - sequential/500m/listens.parquet
 #     - sequential/500m/unlikes.parquet
-#     - sequential/500m/multi_event.parquet
+    - sequential/500m/multi_event.parquet
 #     - sequential/500m/dislikes.parquet
 #     - sequential/500m/undislikes.parquet
-# - config_name: sequential-5b
-#   data_files:
+- config_name: sequential-multievent-5b
+  data_files:
 #     - sequential/5b/likes.parquet
 #     - sequential/5b/listens.parquet
 #     - sequential/5b/unlikes.parquet
-#     - sequential/5b/multi_event.parquet
+    - sequential/5b/multi_event.parquet
 #     - sequential/5b/dislikes.parquet
 #     - sequential/5b/undislikes.parquet
 
@@ -112,6 +112,7 @@ Preprint: https://arxiv.org/abs/2505.22238
 | `dislikes.parquet`         | User dislike actions                        | `uid`, `item_id`, `timestamp`, `is_organic`                                             |
 | `undislikes.parquet`       | User undislike actions (reverting dislikes) | `uid`, `item_id`, `timestamp`, `is_organic`                                             |
 | `unlikes.parquet`          | User unlike actions (reverting likes)       | `uid`, `item_id`, `timestamp`, `is_organic`                                             |
+| `multi_event.parquet`      | Unified events                              | `uid`, `item_id`, `timestamp`, `is_organic`, `event_type`, `played_ratio_pct`, `track_length_seconds` |
 | `embeddings.parquet`       | Track audio-embeddings                      | `item_id`, `embed`, `normalized_embed`                                                  |
 
 ### Common Event Structure (Homogeneous)