diff --git a/sdv/metadata/single_table.py b/sdv/metadata/single_table.py
index ac77f9ff9..799f7ab2b 100644
--- a/sdv/metadata/single_table.py
+++ b/sdv/metadata/single_table.py
@@ -55,6 +55,8 @@ class SingleTableMetadata:
     }
 
     _NUMERICAL_REPRESENTATIONS = frozenset([
+        'Float32',
+        'Float64',
         'Float',
         'Int64',
         'Int32',