diff --git a/src/models.py b/src/models.py
index 71684938b56a37e6fca3769a58f093b21f726735..653cd17406f90df98e6a591f57cdc2e3eaee3c87 100644
--- a/src/models.py
+++ b/src/models.py
@@ -20,10 +20,11 @@
 
 import datetime
 
-from sqlalchemy import create_engine, Column, DateTime, String, Integer, Boolean
-from sqlalchemy.event import listen
-from flask_sqlalchemy import SQLAlchemy
-from flask_marshmallow import Marshmallow
+from sqlalchemy         import create_engine, Column, DateTime, String, Integer, Boolean
+from sqlalchemy.event   import listen
+from flask_sqlalchemy   import SQLAlchemy
+from flask_marshmallow  import Marshmallow
+from marshmallow        import Schema, fields, post_dump
 
 db = SQLAlchemy()
 ma = Marshmallow()
@@ -163,6 +164,14 @@ class PlayLogSchema(ma.SQLAlchemyAutoSchema):
         model = PlayLog
         sqla_session = db.session
 
+    SKIP_VALUES = set([None])
+
+    @post_dump
+    def remove_skip_values(self, data, many=False):
+        return {
+            key: value for key, value in data.items()
+            if value not in self.SKIP_VALUES
+        }
 
 
 class TrackSchema(ma.SQLAlchemySchema):