diff --git a/src/graphnet/data/extractors/__init__.py b/src/graphnet/data/extractors/__init__.py
index c6f4f325e..ad76d2742 100644
--- a/src/graphnet/data/extractors/__init__.py
+++ b/src/graphnet/data/extractors/__init__.py
@@ -1,2 +1,3 @@
 """Module containing data-specific extractor modules."""
 from .extractor import Extractor
+from .combine_extractors import CombinedExtractor
diff --git a/src/graphnet/data/extractors/combine_extractors.py b/src/graphnet/data/extractors/combine_extractors.py
new file mode 100644
index 000000000..a04ab818d
--- /dev/null
+++ b/src/graphnet/data/extractors/combine_extractors.py
@@ -0,0 +1,34 @@
+"""Module for combining multiple extractors into a single extractor."""
+from graphnet.data.extractors.icecube.i3extractor import I3Extractor
+from typing import List, Dict
+
+from icecube import icetray
+
+
+class CombinedExtractor(I3Extractor):
+    """Class for combining multiple extractors.
+
+    This class is used to combine multiple extractors into a single extractor
+    with a new name.
+    """
+
+    def __init__(self, extractors: List[I3Extractor], extractor_name: str):
+        """Construct CombinedExtractor.
+
+        Args:
+        extractors: List of extractors to combine.
+        extractor_name: Name of the new extractor.
+        """
+        super().__init__(extractor_name=extractor_name)
+        self._extractors = extractors
+
+    def __call__(self, frame: "icetray.I3Frame") -> Dict[str, float]:
+        """Extract data from frame using all extractors.
+
+        Args:
+        frame: I3Frame to extract data from.
+        """
+        output = {}
+        for extractor in self._extractors:
+            output.update(extractor(frame))
+        return output